From cf6de581e1c27f06107b5be9e7f2923d7bbc98a6 Mon Sep 17 00:00:00 2001 From: Thomas Heavey Date: Tue, 29 Apr 2025 12:20:40 -0400 Subject: [PATCH 01/76] BUG: Series.dot for arrow and nullable dtypes returns object-dtyped series (#61376) Co-authored-by: Thomas Heavey --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/series.py | 3 ++- pandas/tests/frame/methods/test_dot.py | 16 ++++++++++++++++ 3 files changed, 19 insertions(+), 1 deletion(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index ab3316e7fca4c..0e779ff470fcc 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -710,6 +710,7 @@ Numeric ^^^^^^^ - Bug in :meth:`DataFrame.corr` where numerical precision errors resulted in correlations above ``1.0`` (:issue:`61120`) - Bug in :meth:`DataFrame.quantile` where the column type was not preserved when ``numeric_only=True`` with a list-like ``q`` produced an empty result (:issue:`59035`) +- Bug in :meth:`Series.dot` returning ``object`` dtype for :class:`ArrowDtype` and nullable-dtype data (:issue:`61375`) - Bug in ``np.matmul`` with :class:`Index` inputs raising a ``TypeError`` (:issue:`57079`) Conversion diff --git a/pandas/core/series.py b/pandas/core/series.py index d6a982c65e9fd..5ed094349caaa 100644 --- a/pandas/core/series.py +++ b/pandas/core/series.py @@ -2951,8 +2951,9 @@ def dot(self, other: AnyArrayLike | DataFrame) -> Series | np.ndarray: ) if isinstance(other, ABCDataFrame): + common_type = find_common_type([self.dtypes] + list(other.dtypes)) return self._constructor( - np.dot(lvals, rvals), index=other.columns, copy=False + np.dot(lvals, rvals), index=other.columns, copy=False, dtype=common_type ).__finalize__(self, method="dot") elif isinstance(other, Series): return np.dot(lvals, rvals) diff --git a/pandas/tests/frame/methods/test_dot.py b/pandas/tests/frame/methods/test_dot.py index 3e01f67c8794b..b365ceb2ab61c 100644 --- a/pandas/tests/frame/methods/test_dot.py +++ b/pandas/tests/frame/methods/test_dot.py @@ -153,3 +153,19 @@ def test_arrow_dtype(dtype, exp_dtype): expected = DataFrame([[1, 2], [3, 4], [5, 6]], dtype=exp_dtype) tm.assert_frame_equal(result, expected) + + +@pytest.mark.parametrize( + "dtype,exp_dtype", + [("Float32", "Float64"), ("Int16", "Int32"), ("float[pyarrow]", "double[pyarrow]")], +) +def test_arrow_dtype_series(dtype, exp_dtype): + pytest.importorskip("pyarrow") + + cols = ["a", "b"] + series_a = Series([1, 2], index=cols, dtype="int32") + df_b = DataFrame([[1, 0], [0, 1]], index=cols, dtype=dtype) + result = series_a.dot(df_b) + expected = Series([1, 2], dtype=exp_dtype) + + tm.assert_series_equal(result, expected) From 07039a640219acdadc5248715a75349778c20ad0 Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Wed, 30 Apr 2025 09:08:48 -0700 Subject: [PATCH 02/76] CLN: Use newer numpy random Generator methods in plotting colors (#61332) --- pandas/plotting/_matplotlib/style.py | 28 ++++++---------------------- 1 file changed, 6 insertions(+), 22 deletions(-) diff --git a/pandas/plotting/_matplotlib/style.py b/pandas/plotting/_matplotlib/style.py index 962f9711d9916..7cf63c8621392 100644 --- a/pandas/plotting/_matplotlib/style.py +++ b/pandas/plotting/_matplotlib/style.py @@ -22,8 +22,6 @@ from pandas.core.dtypes.common import is_list_like -import pandas.core.common as com - if TYPE_CHECKING: from matplotlib.colors import Colormap @@ -251,31 +249,17 @@ def _is_floats_color(color: Color | Collection[Color]) -> bool: def _get_colors_from_color_type(color_type: str, num_colors: int) -> list[Color]: """Get colors from user input color type.""" if color_type == "default": - return _get_default_colors(num_colors) + prop_cycle = mpl.rcParams["axes.prop_cycle"] + return [ + c["color"] + for c in itertools.islice(prop_cycle, min(num_colors, len(prop_cycle))) + ] elif color_type == "random": - return _get_random_colors(num_colors) + return np.random.default_rng(num_colors).random((num_colors, 3)).tolist() else: raise ValueError("color_type must be either 'default' or 'random'") -def _get_default_colors(num_colors: int) -> list[Color]: - """Get `num_colors` of default colors from matplotlib rc params.""" - colors = [c["color"] for c in mpl.rcParams["axes.prop_cycle"]] - return colors[0:num_colors] - - -def _get_random_colors(num_colors: int) -> list[Color]: - """Get `num_colors` of random colors.""" - return [_random_color(num) for num in range(num_colors)] - - -def _random_color(column: int) -> list[float]: - """Get a random color represented as a list of length 3""" - # GH17525 use common._random_state to avoid resetting the seed - rs = com.random_state(column) - return rs.rand(3).tolist() - - def _is_single_string_color(color: Color) -> bool: """Check if `color` is a single string color. From caa58c72337b350452804489c05cf67118e9d101 Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Wed, 30 Apr 2025 09:09:41 -0700 Subject: [PATCH 03/76] CI: Have dedicated Python 3.13 job instead of using Python dev (#61333) * CI: Have dedicated Python 3.13 job instead of using Python dev * Rename environment name * Track down resource warning * Fix -vv usage * Add __exit__ methods to PandasSQL * Revert "Add __exit__ methods to PandasSQL" This reverts commit 374c5ac7515b3681c6fb8e0ce1dcc3310f54f516. * Focus on only running sqlite tests * Fix testing path * Dont mess with test path * unskip sqlalchemy sqlite tests * Remove tests that don't exercise the failures * Remove bulk of tests * freeze some workflows * Freeze more workflows * disable more jobs * See if forced collection raises ResourceError earlier * Try context manager in test_delete_rows_is_atomic * Undo all changes and update test * Use a file in test_database_uri_string * Remove another uneeded parametrization --- .github/workflows/unit-tests.yml | 6 +-- ci/deps/actions-313.yaml | 63 ++++++++++++++++++++++++++++++++ pandas/tests/io/test_sql.py | 52 +++++++++++--------------- 3 files changed, 87 insertions(+), 34 deletions(-) create mode 100644 ci/deps/actions-313.yaml diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 08c41a1eeb21f..6fd92542cad2e 100644 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -27,7 +27,7 @@ jobs: strategy: matrix: platform: [ubuntu-22.04, ubuntu-24.04-arm] - env_file: [actions-310.yaml, actions-311.yaml, actions-312.yaml] + env_file: [actions-310.yaml, actions-311.yaml, actions-312.yaml, actions-313.yaml] # Prevent the include jobs from overriding other jobs pattern: [""] pandas_future_infer_string: ["0"] @@ -188,7 +188,7 @@ jobs: matrix: # Note: Don't use macOS latest since macos 14 appears to be arm64 only os: [macos-13, macos-14, windows-latest] - env_file: [actions-310.yaml, actions-311.yaml, actions-312.yaml] + env_file: [actions-310.yaml, actions-311.yaml, actions-312.yaml, actions-313.yaml] fail-fast: false runs-on: ${{ matrix.os }} name: ${{ format('{0} {1}', matrix.os, matrix.env_file) }} @@ -316,7 +316,7 @@ jobs: # To freeze this file, uncomment out the ``if: false`` condition, and migrate the jobs # to the corresponding posix/windows-macos/sdist etc. workflows. # Feel free to modify this comment as necessary. - # if: false # Uncomment this to freeze the workflow, comment it to unfreeze + if: false defaults: run: shell: bash -eou pipefail {0} diff --git a/ci/deps/actions-313.yaml b/ci/deps/actions-313.yaml new file mode 100644 index 0000000000000..90a337a6f70f1 --- /dev/null +++ b/ci/deps/actions-313.yaml @@ -0,0 +1,63 @@ +name: pandas-dev-313 +channels: + - conda-forge +dependencies: + - python=3.13 + + # build dependencies + - versioneer + - cython>=0.29.33 + - meson=1.2.1 + - meson-python=0.13.1 + + # test dependencies + - pytest>=7.3.2 + - pytest-cov + - pytest-xdist>=3.4.0 + - pytest-localserver>=0.8.1 + - pytest-qt>=4.4.0 + - boto3 + + # required dependencies + - python-dateutil + - numpy + + # optional dependencies + - beautifulsoup4>=4.12.3 + - blosc>=1.21.3 + - bottleneck>=1.3.6 + - fastparquet>=2024.2.0 + - fsspec>=2024.2.0 + - html5lib>=1.1 + - hypothesis>=6.84.0 + - gcsfs>=2024.2.0 + - jinja2>=3.1.3 + - lxml>=4.9.2 + - matplotlib>=3.8.3 + - numba>=0.59.0 + - numexpr>=2.9.0 + - odfpy>=1.4.1 + - qtpy>=2.3.0 + - pyqt>=5.15.9 + - openpyxl>=3.1.2 + - psycopg2>=2.9.6 + - pyarrow>=10.0.1 + - pymysql>=1.1.0 + - pyreadstat>=1.2.6 + - pytables>=3.8.0 + - python-calamine>=0.1.7 + - pytz>=2023.4 + - pyxlsb>=1.0.10 + - s3fs>=2024.2.0 + - scipy>=1.12.0 + - sqlalchemy>=2.0.0 + - tabulate>=0.9.0 + - xarray>=2024.1.1, <=2024.9.0 + - xlrd>=2.0.1 + - xlsxwriter>=3.2.0 + - zstandard>=0.22.0 + + - pip: + - adbc-driver-postgresql>=0.10.0 + - adbc-driver-sqlite>=0.8.0 + - tzdata>=2022.7 diff --git a/pandas/tests/io/test_sql.py b/pandas/tests/io/test_sql.py index db55b73bfb125..ff06d04fc23bd 100644 --- a/pandas/tests/io/test_sql.py +++ b/pandas/tests/io/test_sql.py @@ -2498,10 +2498,8 @@ def test_sqlalchemy_integer_overload_mapping(conn, request, integer): sql.SQLTable("test_type", db, frame=df) -@pytest.mark.parametrize("conn", all_connectable) -def test_database_uri_string(conn, request, test_frame1): +def test_database_uri_string(request, test_frame1): pytest.importorskip("sqlalchemy") - conn = request.getfixturevalue(conn) # Test read_sql and .to_sql method with a database URI (GH10654) # db_uri = 'sqlite:///:memory:' # raises # sqlalchemy.exc.OperationalError: (sqlite3.OperationalError) near @@ -2520,10 +2518,8 @@ def test_database_uri_string(conn, request, test_frame1): @td.skip_if_installed("pg8000") -@pytest.mark.parametrize("conn", all_connectable) -def test_pg8000_sqlalchemy_passthrough_error(conn, request): +def test_pg8000_sqlalchemy_passthrough_error(request): pytest.importorskip("sqlalchemy") - conn = request.getfixturevalue(conn) # using driver that will not be installed on CI to trigger error # in sqlalchemy.create_engine -> test passing of this error to user db_uri = "postgresql+pg8000://user:pass@host/dbname" @@ -2731,25 +2727,26 @@ def test_delete_rows_is_atomic(conn_name, request): replacing_df = DataFrame({"a": [5, 6, 7], "b": [8, 8, 8]}, dtype="int32") conn = request.getfixturevalue(conn_name) - pandasSQL = pandasSQL_builder(conn) + with pandasSQL_builder(conn) as pandasSQL: + with pandasSQL.run_transaction() as cur: + cur.execute(table_stmt) - with pandasSQL.run_transaction() as cur: - cur.execute(table_stmt) + with pandasSQL.run_transaction(): + pandasSQL.to_sql(original_df, table_name, if_exists="append", index=False) - with pandasSQL.run_transaction(): - pandasSQL.to_sql(original_df, table_name, if_exists="append", index=False) + # inserting duplicated values in a UNIQUE constraint column + with pytest.raises(pd.errors.DatabaseError): + with pandasSQL.run_transaction(): + pandasSQL.to_sql( + replacing_df, table_name, if_exists="delete_rows", index=False + ) - # inserting duplicated values in a UNIQUE constraint column - with pytest.raises(pd.errors.DatabaseError): + # failed "delete_rows" is rolled back preserving original data with pandasSQL.run_transaction(): - pandasSQL.to_sql( - replacing_df, table_name, if_exists="delete_rows", index=False + result_df = pandasSQL.read_query( + f"SELECT * FROM {table_name}", dtype="int32" ) - - # failed "delete_rows" is rolled back preserving original data - with pandasSQL.run_transaction(): - result_df = pandasSQL.read_query(f"SELECT * FROM {table_name}", dtype="int32") - tm.assert_frame_equal(result_df, original_df) + tm.assert_frame_equal(result_df, original_df) @pytest.mark.parametrize("conn", all_connectable) @@ -2759,10 +2756,10 @@ def test_roundtrip(conn, request, test_frame1): conn_name = conn conn = request.getfixturevalue(conn) - pandasSQL = pandasSQL_builder(conn) - with pandasSQL.run_transaction(): - assert pandasSQL.to_sql(test_frame1, "test_frame_roundtrip") == 4 - result = pandasSQL.read_query("SELECT * FROM test_frame_roundtrip") + with pandasSQL_builder(conn) as pandasSQL: + with pandasSQL.run_transaction(): + assert pandasSQL.to_sql(test_frame1, "test_frame_roundtrip") == 4 + result = pandasSQL.read_query("SELECT * FROM test_frame_roundtrip") if "adbc" in conn_name: result = result.rename(columns={"__index_level_0__": "level_0"}) @@ -3577,13 +3574,6 @@ def test_options_get_engine(): assert isinstance(get_engine("sqlalchemy"), SQLAlchemyEngine) -def test_get_engine_auto_error_message(): - # Expect different error messages from get_engine(engine="auto") - # if engines aren't installed vs. are installed but bad version - pass - # TODO(GH#36893) fill this in when we add more engines - - @pytest.mark.parametrize("conn", all_connectable) @pytest.mark.parametrize("func", ["read_sql", "read_sql_query"]) def test_read_sql_dtype_backend( From e55d90783bac30b75e7288380b15a62ab6e43f78 Mon Sep 17 00:00:00 2001 From: Daniel Pinto Salazar <90653641+danielpintosalazar@users.noreply.github.com> Date: Wed, 30 Apr 2025 11:21:09 -0500 Subject: [PATCH 04/76] DOC: Fix dark mode text visibility in Getting Started accordion (#60024) (#61379) Fix: text color for accordion content in getting started --- doc/source/_static/css/getting_started.css | 2 ++ 1 file changed, 2 insertions(+) diff --git a/doc/source/_static/css/getting_started.css b/doc/source/_static/css/getting_started.css index b02311eb66080..55141f8955066 100644 --- a/doc/source/_static/css/getting_started.css +++ b/doc/source/_static/css/getting_started.css @@ -249,6 +249,7 @@ ul.task-bullet > li > p:first-child { .tutorial-card .card-header { --bs-card-cap-color: var(--pst-color-text-base); + color: var(--pst-color-text-base); cursor: pointer; background-color: var(--pst-color-surface); border: 1px solid var(--pst-color-border) @@ -256,6 +257,7 @@ ul.task-bullet > li > p:first-child { .tutorial-card .card-body { background-color: var(--pst-color-on-background); + color: var(--pst-color-text-base); } .tutorial-card .badge { From 337d40e5d55f7787e48f029486f47fd5a053bc80 Mon Sep 17 00:00:00 2001 From: ChiLin Chiu Date: Sun, 4 May 2025 04:00:53 +0800 Subject: [PATCH 05/76] DOC: Improve `api.types.is_dtype_equal` docstring (#61394) --- doc/source/reference/arrays.rst | 1 + pandas/core/dtypes/common.py | 18 ++++++++++++++++-- 2 files changed, 17 insertions(+), 2 deletions(-) diff --git a/doc/source/reference/arrays.rst b/doc/source/reference/arrays.rst index 5be08f163e6ce..d37eebef5c0c0 100644 --- a/doc/source/reference/arrays.rst +++ b/doc/source/reference/arrays.rst @@ -664,6 +664,7 @@ Data type introspection api.types.is_datetime64_dtype api.types.is_datetime64_ns_dtype api.types.is_datetime64tz_dtype + api.types.is_dtype_equal api.types.is_extension_array_dtype api.types.is_float_dtype api.types.is_int64_dtype diff --git a/pandas/core/dtypes/common.py b/pandas/core/dtypes/common.py index e92f2363b69f1..68d99937f728c 100644 --- a/pandas/core/dtypes/common.py +++ b/pandas/core/dtypes/common.py @@ -655,24 +655,38 @@ def is_dtype_equal(source, target) -> bool: Parameters ---------- - source : The first dtype to compare - target : The second dtype to compare + source : type or str + The first dtype to compare. + target : type or str + The second dtype to compare. Returns ------- boolean Whether or not the two dtypes are equal. + See Also + -------- + api.types.is_categorical_dtype : Check whether the provided array or dtype + is of the Categorical dtype. + api.types.is_string_dtype : Check whether the provided array or dtype + is of the string dtype. + api.types.is_object_dtype : Check whether an array-like or dtype is of the + object dtype. + Examples -------- + >>> from pandas.api.types import is_dtype_equal >>> is_dtype_equal(int, float) False >>> is_dtype_equal("int", int) True >>> is_dtype_equal(object, "category") False + >>> from pandas.core.dtypes.dtypes import CategoricalDtype >>> is_dtype_equal(CategoricalDtype(), "category") True + >>> from pandas.core.dtypes.dtypes import DatetimeTZDtype >>> is_dtype_equal(DatetimeTZDtype(tz="UTC"), "datetime64") False """ From 7bb58a82d444fa4d672a484180c567b17bed5da4 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 5 May 2025 10:24:05 -0700 Subject: [PATCH 06/76] [pre-commit.ci] pre-commit autoupdate (#61397) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/astral-sh/ruff-pre-commit: v0.11.4 → v0.11.8](https://github.com/astral-sh/ruff-pre-commit/compare/v0.11.4...v0.11.8) - [github.com/pre-commit/mirrors-clang-format: v20.1.0 → v20.1.3](https://github.com/pre-commit/mirrors-clang-format/compare/v20.1.0...v20.1.3) - [github.com/trim21/pre-commit-mirror-meson: v1.7.2 → v1.8.0](https://github.com/trim21/pre-commit-mirror-meson/compare/v1.7.2...v1.8.0) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- .pre-commit-config.yaml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 5308c98e96937..6514d43209c77 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -19,7 +19,7 @@ ci: skip: [pyright, mypy] repos: - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.11.4 + rev: v0.11.8 hooks: - id: ruff args: [--exit-non-zero-on-fix] @@ -95,14 +95,14 @@ repos: - id: sphinx-lint args: ["--enable", "all", "--disable", "line-too-long"] - repo: https://github.com/pre-commit/mirrors-clang-format - rev: v20.1.0 + rev: v20.1.3 hooks: - id: clang-format files: ^pandas/_libs/src|^pandas/_libs/include args: [-i] types_or: [c, c++] - repo: https://github.com/trim21/pre-commit-mirror-meson - rev: v1.7.2 + rev: v1.8.0 hooks: - id: meson-fmt args: ['--inplace'] From 7595ed503df845f3bdf4d26b9beea5ec031b619d Mon Sep 17 00:00:00 2001 From: myenugula <127900888+myenugula@users.noreply.github.com> Date: Wed, 7 May 2025 01:29:19 +0700 Subject: [PATCH 07/76] BUG: Fix naive timestamps inheriting timezone from previous timestamps in to_datetime with ISO8601 format (#61400) --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/_libs/tslibs/strptime.pyx | 3 ++ pandas/tests/tools/test_to_datetime.py | 48 ++++++++++++++++++++++++++ 3 files changed, 52 insertions(+) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 0e779ff470fcc..15ba997169a03 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -693,6 +693,7 @@ Datetimelike - Bug in :meth:`to_datetime` on float array with missing values throwing ``FloatingPointError`` (:issue:`58419`) - Bug in :meth:`to_datetime` on float32 df with year, month, day etc. columns leads to precision issues and incorrect result. (:issue:`60506`) - Bug in :meth:`to_datetime` reports incorrect index in case of any failure scenario. (:issue:`58298`) +- Bug in :meth:`to_datetime` with ``format="ISO8601"`` and ``utc=True`` where naive timestamps incorrectly inherited timezone offset from previous timestamps in a series. (:issue:`61389`) - Bug in :meth:`to_datetime` wrongly converts when ``arg`` is a ``np.datetime64`` object with unit of ``ps``. (:issue:`60341`) - Bug in setting scalar values with mismatched resolution into arrays with non-nanosecond ``datetime64``, ``timedelta64`` or :class:`DatetimeTZDtype` incorrectly truncating those scalars (:issue:`56410`) diff --git a/pandas/_libs/tslibs/strptime.pyx b/pandas/_libs/tslibs/strptime.pyx index fb89f1328529d..b443aa7bede22 100644 --- a/pandas/_libs/tslibs/strptime.pyx +++ b/pandas/_libs/tslibs/strptime.pyx @@ -444,6 +444,9 @@ def array_strptime( else: val = str(val) + out_local = 0 + out_tzoffset = 0 + if fmt == "ISO8601": string_to_dts_succeeded = not string_to_dts( val, &dts, &out_bestunit, &out_local, diff --git a/pandas/tests/tools/test_to_datetime.py b/pandas/tests/tools/test_to_datetime.py index 616ae36c989be..b02fab70fb825 100644 --- a/pandas/tests/tools/test_to_datetime.py +++ b/pandas/tests/tools/test_to_datetime.py @@ -3514,6 +3514,54 @@ def test_to_datetime_mixed_not_necessarily_iso8601_coerce(): tm.assert_index_equal(result, DatetimeIndex(["2020-01-01 00:00:00", NaT])) +def test_to_datetime_iso8601_utc_single_naive(): + # GH#61389 + result = to_datetime("2023-10-15T14:30:00", utc=True, format="ISO8601") + expected = Timestamp("2023-10-15 14:30:00+00:00") + assert result == expected + + +def test_to_datetime_iso8601_utc_mixed_negative_offset(): + # GH#61389 + data = ["2023-10-15T10:30:00-12:00", "2023-10-15T14:30:00"] + result = to_datetime(data, utc=True, format="ISO8601") + + expected = DatetimeIndex( + [Timestamp("2023-10-15 22:30:00+00:00"), Timestamp("2023-10-15 14:30:00+00:00")] + ) + tm.assert_index_equal(result, expected) + + +def test_to_datetime_iso8601_utc_mixed_positive_offset(): + # GH#61389 + data = ["2023-10-15T10:30:00+08:00", "2023-10-15T14:30:00"] + result = to_datetime(data, utc=True, format="ISO8601") + + expected = DatetimeIndex( + [Timestamp("2023-10-15 02:30:00+00:00"), Timestamp("2023-10-15 14:30:00+00:00")] + ) + tm.assert_index_equal(result, expected) + + +def test_to_datetime_iso8601_utc_mixed_both_offsets(): + # GH#61389 + data = [ + "2023-10-15T10:30:00+08:00", + "2023-10-15T12:30:00-05:00", + "2023-10-15T14:30:00", + ] + result = to_datetime(data, utc=True, format="ISO8601") + + expected = DatetimeIndex( + [ + Timestamp("2023-10-15 02:30:00+00:00"), + Timestamp("2023-10-15 17:30:00+00:00"), + Timestamp("2023-10-15 14:30:00+00:00"), + ] + ) + tm.assert_index_equal(result, expected) + + def test_unknown_tz_raises(): # GH#18702, GH#51476 dtstr = "2014 Jan 9 05:15 FAKE" From 2e141aaf9906cb5ef5539bf1c0ef108176037ddb Mon Sep 17 00:00:00 2001 From: eicchen <63069720+eicchen@users.noreply.github.com> Date: Wed, 7 May 2025 11:11:18 -0500 Subject: [PATCH 08/76] Subplot title count fix + fix for issue introduced in earlier PR (#61393) * test case for subplot stacking * Removed overlooked print statement * Updated test to check other subplot in figure * Updated test cases to include more subplot stacking possibilities * removed savefig() left in test cases * Updated test cases to test more arrangements * Completed function fix (order of subplot input does not matter, need clarification if it matters) * appeasing the great pre-commit formatter * Updated whatsnew * Docstring adjustment * Moved self.subplot check to a seperate bool * Added ignore where mypy thinks self.subplots is a bool * Actually addressed mypy typing * Incorperated initial PR comments * Updated missing () after .all * Initial test cases * Addressed more comments on PR * Updated '&' to 'and' * Updated Test cases * Fixed crash when "subplots=True" is used * Title check checks for subplot length if specified * Updated Test cases * Title check checks for subplot length if specified * Updated test name * Removed extra '_' in test name * Fixed issue where expected_total_height returns as a df instead of a series * Updated change notes * Addressed mypy error * Addresed PR comments * Changed exception message raised and updated test case --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/plotting/_matplotlib/core.py | 23 ++++++++----- pandas/tests/plotting/test_misc.py | 50 +++++++++++++++++++++++++++-- 3 files changed, 64 insertions(+), 10 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 15ba997169a03..8695e196c4f38 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -801,6 +801,7 @@ Plotting - Bug in :meth:`DataFrame.plot.bar` with ``stacked=True`` where labels on stacked bars with zero-height segments were incorrectly positioned at the base instead of the label position of the previous segment (:issue:`59429`) - Bug in :meth:`DataFrame.plot.line` raising ``ValueError`` when set both color and a ``dict`` style (:issue:`59461`) - Bug in :meth:`DataFrame.plot` that causes a shift to the right when the frequency multiplier is greater than one. (:issue:`57587`) +- Bug in :meth:`DataFrame.plot` where ``title`` would require extra titles when plotting more than one column per subplot. (:issue:`61019`) - Bug in :meth:`Series.plot` preventing a line and bar from being aligned on the same plot (:issue:`61161`) - Bug in :meth:`Series.plot` preventing a line and scatter plot from being aligned (:issue:`61005`) - Bug in :meth:`Series.plot` with ``kind="pie"`` with :class:`ArrowDtype` (:issue:`59192`) diff --git a/pandas/plotting/_matplotlib/core.py b/pandas/plotting/_matplotlib/core.py index 0e06cb10d2029..1c7e1ab57b2a9 100644 --- a/pandas/plotting/_matplotlib/core.py +++ b/pandas/plotting/_matplotlib/core.py @@ -802,7 +802,13 @@ def _adorn_subplots(self, fig: Figure) -> None: if self.title: if self.subplots: if is_list_like(self.title): - if len(self.title) != self.nseries: + if not isinstance(self.subplots, bool): + if len(self.subplots) != len(self.title): + raise ValueError( + f"The number of titles ({len(self.title)}) must equal " + f"the number of subplots ({len(self.subplots)})." + ) + elif len(self.title) != self.nseries: raise ValueError( "The length of `title` must equal the number " "of columns if using `title` of type `list` " @@ -1934,13 +1940,14 @@ def _make_plot(self, fig: Figure) -> None: self.subplots: list[Any] - if bool(self.subplots) and self.stacked: - for i, sub_plot in enumerate(self.subplots): - if len(sub_plot) <= 1: - continue - for plot in sub_plot: - _stacked_subplots_ind[int(plot)] = i - _stacked_subplots_offsets.append([0, 0]) + if not isinstance(self.subplots, bool): + if bool(self.subplots) and self.stacked: + for i, sub_plot in enumerate(self.subplots): + if len(sub_plot) <= 1: + continue + for plot in sub_plot: + _stacked_subplots_ind[int(plot)] = i + _stacked_subplots_offsets.append([0, 0]) for i, (label, y) in enumerate(self._iter_data(data=data)): ax = self._get_ax(i) diff --git a/pandas/tests/plotting/test_misc.py b/pandas/tests/plotting/test_misc.py index f4a0f1e792ae6..d3e1d7f60384b 100644 --- a/pandas/tests/plotting/test_misc.py +++ b/pandas/tests/plotting/test_misc.py @@ -31,6 +31,8 @@ plt = pytest.importorskip("matplotlib.pyplot") cm = pytest.importorskip("matplotlib.cm") +import re + from pandas.plotting._matplotlib.style import get_standard_colors @@ -727,7 +729,11 @@ def _df_bar_subplot_checker(df_bar_data, df_bar_df, subplot_data_df, subplot_col ].reset_index() for i in range(len(subplot_columns)) ] - expected_total_height = df_bar_df.loc[:, subplot_columns].sum(axis=1) + + if len(subplot_columns) == 1: + expected_total_height = df_bar_df.loc[:, subplot_columns[0]] + else: + expected_total_height = df_bar_df.loc[:, subplot_columns].sum(axis=1) for i in range(len(subplot_columns)): sliced_df = subplot_sliced_by_source[i] @@ -743,7 +749,6 @@ def _df_bar_subplot_checker(df_bar_data, df_bar_df, subplot_data_df, subplot_col tm.assert_series_equal( height_iter, expected_total_height, check_names=False, check_dtype=False ) - else: # Checks each preceding bar ends where the next one starts next_start_coord = subplot_sliced_by_source[i + 1]["y_coord"] @@ -816,3 +821,44 @@ def test_bar_2_subplots_1_triple_stacked(df_bar_data, df_bar_df, subplot_divisio _df_bar_subplot_checker( df_bar_data, df_bar_df, subplot_data_df_list[i], subplot_division[i] ) + + +def test_bar_subplots_stacking_bool(df_bar_data, df_bar_df): + subplot_division = [("A"), ("B"), ("C"), ("D")] + ax = df_bar_df.plot(subplots=True, kind="bar", stacked=True) + subplot_data_df_list = _df_bar_xyheight_from_ax_helper( + df_bar_data, ax, subplot_division + ) + for i in range(len(subplot_data_df_list)): + _df_bar_subplot_checker( + df_bar_data, df_bar_df, subplot_data_df_list[i], subplot_division[i] + ) + + +def test_plot_bar_label_count_default(): + df = DataFrame( + [(30, 10, 10, 10), (20, 20, 20, 20), (10, 30, 30, 10)], columns=list("ABCD") + ) + df.plot(subplots=True, kind="bar", title=["A", "B", "C", "D"]) + + +def test_plot_bar_label_count_expected_fail(): + df = DataFrame( + [(30, 10, 10, 10), (20, 20, 20, 20), (10, 30, 30, 10)], columns=list("ABCD") + ) + error_regex = re.escape( + "The number of titles (4) must equal the number of subplots (3)." + ) + with pytest.raises(ValueError, match=error_regex): + df.plot( + subplots=[("A", "B")], + kind="bar", + title=["A&B", "C", "D", "Extra Title"], + ) + + +def test_plot_bar_label_count_expected_success(): + df = DataFrame( + [(30, 10, 10, 10), (20, 20, 20, 20), (10, 30, 30, 10)], columns=list("ABCD") + ) + df.plot(subplots=[("A", "B", "D")], kind="bar", title=["A&B&D", "C"]) From 8045c2d59fc9e193e76a761ee4c355499c68a591 Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Thu, 8 May 2025 09:24:26 -0700 Subject: [PATCH 09/76] DEPS: Clean unused dependencies (#61331) * DEPS: Clean unused dependencies * Sync remove upper pin on xarray * Remove other dependencies unused * Fix xarray failures post xarray unpin * Fix downstream test * xfail based on version --- ci/deps/actions-310-minimum_versions.yaml | 1 - ci/deps/actions-310.yaml | 3 +- ci/deps/actions-311-downstream_compat.yaml | 5 +- ci/deps/actions-311.yaml | 3 +- ci/deps/actions-312.yaml | 3 +- ci/deps/actions-313.yaml | 2 +- doc/source/getting_started/install.rst | 1 - environment.yml | 5 +- pandas/compat/_optional.py | 1 - pandas/tests/generic/test_to_xarray.py | 52 ++++++++++--------- pandas/tests/test_downstream.py | 2 +- pyproject.toml | 6 +-- requirements-dev.txt | 5 +- scripts/tests/data/deps_expected_random.yaml | 1 - scripts/tests/data/deps_minimum.toml | 6 +-- .../tests/data/deps_unmodified_random.yaml | 1 - scripts/validate_min_versions_in_sync.py | 2 +- 17 files changed, 39 insertions(+), 60 deletions(-) diff --git a/ci/deps/actions-310-minimum_versions.yaml b/ci/deps/actions-310-minimum_versions.yaml index a8fb678970b20..286b5f5a85f07 100644 --- a/ci/deps/actions-310-minimum_versions.yaml +++ b/ci/deps/actions-310-minimum_versions.yaml @@ -26,7 +26,6 @@ dependencies: # optional dependencies - beautifulsoup4=4.12.3 - - blosc=1.21.3 - bottleneck=1.3.6 - fastparquet=2024.2.0 - fsspec=2024.2.0 diff --git a/ci/deps/actions-310.yaml b/ci/deps/actions-310.yaml index e1c7463f6432d..5b38d7abb8540 100644 --- a/ci/deps/actions-310.yaml +++ b/ci/deps/actions-310.yaml @@ -24,7 +24,6 @@ dependencies: # optional dependencies - beautifulsoup4>=4.12.3 - - blosc>=1.21.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - fsspec>=2024.2.0 @@ -52,7 +51,7 @@ dependencies: - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 - - xarray>=2024.1.1, <=2024.9.0 + - xarray>=2024.1.1 - xlrd>=2.0.1 - xlsxwriter>=3.2.0 - zstandard>=0.22.0 diff --git a/ci/deps/actions-311-downstream_compat.yaml b/ci/deps/actions-311-downstream_compat.yaml index ff8feee9dbf9a..5fac58193f932 100644 --- a/ci/deps/actions-311-downstream_compat.yaml +++ b/ci/deps/actions-311-downstream_compat.yaml @@ -25,7 +25,6 @@ dependencies: # optional dependencies - beautifulsoup4>=4.12.3 - - blosc>=1.21.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - fsspec>=2024.2.0 @@ -53,7 +52,7 @@ dependencies: - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 - - xarray>=2024.1.1, <=2024.9.0 + - xarray>=2024.1.1 - xlrd>=2.0.1 - xlsxwriter>=3.2.0 - zstandard>=0.22.0 @@ -63,14 +62,12 @@ dependencies: - cftime - dask - ipython - - geopandas-base - seaborn - scikit-learn - statsmodels - coverage - pandas-datareader - pyyaml - - py - pip: - adbc-driver-postgresql>=0.10.0 - adbc-driver-sqlite>=0.8.0 diff --git a/ci/deps/actions-311.yaml b/ci/deps/actions-311.yaml index f7d5dd75aff82..9840278d22eab 100644 --- a/ci/deps/actions-311.yaml +++ b/ci/deps/actions-311.yaml @@ -24,7 +24,6 @@ dependencies: # optional dependencies - beautifulsoup4>=4.12.3 - - blosc>=1.21.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - fsspec>=2024.2.0 @@ -52,7 +51,7 @@ dependencies: - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 - - xarray>=2024.1.1, <=2024.9.0 + - xarray>=2024.1.1 - xlrd>=2.0.1 - xlsxwriter>=3.2.0 - zstandard>=0.22.0 diff --git a/ci/deps/actions-312.yaml b/ci/deps/actions-312.yaml index f1d17c72da2c5..7d3d2ea1a0ec2 100644 --- a/ci/deps/actions-312.yaml +++ b/ci/deps/actions-312.yaml @@ -24,7 +24,6 @@ dependencies: # optional dependencies - beautifulsoup4>=4.12.3 - - blosc>=1.21.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - fsspec>=2024.2.0 @@ -52,7 +51,7 @@ dependencies: - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 - - xarray>=2024.1.1, <=2024.9.0 + - xarray>=2024.1.1 - xlrd>=2.0.1 - xlsxwriter>=3.2.0 - zstandard>=0.22.0 diff --git a/ci/deps/actions-313.yaml b/ci/deps/actions-313.yaml index 90a337a6f70f1..3184ae9724bd3 100644 --- a/ci/deps/actions-313.yaml +++ b/ci/deps/actions-313.yaml @@ -52,7 +52,7 @@ dependencies: - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 - - xarray>=2024.1.1, <=2024.9.0 + - xarray>=2024.1.1 - xlrd>=2.0.1 - xlsxwriter>=3.2.0 - zstandard>=0.22.0 diff --git a/doc/source/getting_started/install.rst b/doc/source/getting_started/install.rst index 1d651ac570d8b..8b847d82a9916 100644 --- a/doc/source/getting_started/install.rst +++ b/doc/source/getting_started/install.rst @@ -305,7 +305,6 @@ Installable with ``pip install "pandas[hdf5, parquet, feather, spss, excel]"`` Dependency Minimum Version pip extra Notes ====================================================== ================== ================ ========================================================== `PyTables `__ 3.8.0 hdf5 HDF5-based reading / writing -`blosc `__ 1.21.3 hdf5 Compression for HDF5; only available on ``conda`` `zlib `__ hdf5 Compression for HDF5 `fastparquet `__ 2024.2.0 - Parquet reading / writing (pyarrow is default) `pyarrow `__ 10.0.1 parquet, feather Parquet, ORC, and feather reading / writing diff --git a/environment.yml b/environment.yml index da0b2a012c3fc..4677614dc7858 100644 --- a/environment.yml +++ b/environment.yml @@ -27,7 +27,6 @@ dependencies: # optional dependencies - beautifulsoup4>=4.12.3 - - blosc - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - fsspec>=2024.2.0 @@ -55,7 +54,7 @@ dependencies: - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 - - xarray>=2024.1.1, <=2024.9.0 + - xarray>=2024.1.1 - xlrd>=2.0.1 - xlsxwriter>=3.2.0 - zstandard>=0.22.0 @@ -83,8 +82,6 @@ dependencies: # documentation - gitpython # obtain contributors from git for whatsnew - - gitdb - - google-auth - natsort # DataFrame.sort_values doctest - numpydoc - pydata-sphinx-theme=0.16 diff --git a/pandas/compat/_optional.py b/pandas/compat/_optional.py index 5c2e3d9b07c22..9f4615d183766 100644 --- a/pandas/compat/_optional.py +++ b/pandas/compat/_optional.py @@ -23,7 +23,6 @@ "adbc-driver-postgresql": "0.10.0", "adbc-driver-sqlite": "0.8.0", "bs4": "4.12.3", - "blosc": "1.21.3", "bottleneck": "1.3.6", "fastparquet": "2024.2.0", "fsspec": "2024.2.0", diff --git a/pandas/tests/generic/test_to_xarray.py b/pandas/tests/generic/test_to_xarray.py index 9fe9bca8abdc9..8917e4e3f3854 100644 --- a/pandas/tests/generic/test_to_xarray.py +++ b/pandas/tests/generic/test_to_xarray.py @@ -6,11 +6,13 @@ DataFrame, MultiIndex, Series, + StringDtype, date_range, ) import pandas._testing as tm +from pandas.util.version import Version -pytest.importorskip("xarray") +xarray = pytest.importorskip("xarray") class TestDataFrameToXArray: @@ -29,13 +31,17 @@ def df(self): } ) - def test_to_xarray_index_types(self, index_flat, df, using_infer_string): + def test_to_xarray_index_types(self, index_flat, df, request): index = index_flat # MultiIndex is tested in test_to_xarray_with_multiindex if len(index) == 0: pytest.skip("Test doesn't make sense for empty index") - - from xarray import Dataset + elif Version(xarray.__version__) <= Version("2024.9.0"): + request.applymarker( + pytest.mark.xfail( + reason="Categorical column not preserved.", + ) + ) df.index = index[:4] df.index.name = "foo" @@ -45,29 +51,22 @@ def test_to_xarray_index_types(self, index_flat, df, using_infer_string): assert len(result.coords) == 1 assert len(result.data_vars) == 8 tm.assert_almost_equal(list(result.coords.keys()), ["foo"]) - assert isinstance(result, Dataset) + assert isinstance(result, xarray.Dataset) # idempotency # datetimes w/tz are preserved # column names are lost expected = df.copy() - expected["f"] = expected["f"].astype( - object if not using_infer_string else "str" - ) expected.columns.name = None tm.assert_frame_equal(result.to_dataframe(), expected) def test_to_xarray_empty(self, df): - from xarray import Dataset - df.index.name = "foo" result = df[0:0].to_xarray() assert result.sizes["foo"] == 0 - assert isinstance(result, Dataset) + assert isinstance(result, xarray.Dataset) def test_to_xarray_with_multiindex(self, df, using_infer_string): - from xarray import Dataset - # MultiIndex df.index = MultiIndex.from_product([["a"], range(4)], names=["one", "two"]) result = df.to_xarray() @@ -76,7 +75,7 @@ def test_to_xarray_with_multiindex(self, df, using_infer_string): assert len(result.coords) == 2 assert len(result.data_vars) == 8 tm.assert_almost_equal(list(result.coords.keys()), ["one", "two"]) - assert isinstance(result, Dataset) + assert isinstance(result, xarray.Dataset) result = result.to_dataframe() expected = df.copy() @@ -88,12 +87,21 @@ def test_to_xarray_with_multiindex(self, df, using_infer_string): class TestSeriesToXArray: - def test_to_xarray_index_types(self, index_flat): + def test_to_xarray_index_types(self, index_flat, request): index = index_flat + if ( + isinstance(index.dtype, StringDtype) + and index.dtype.storage == "pyarrow" + and Version(xarray.__version__) > Version("2024.9.0") + ): + request.applymarker( + pytest.mark.xfail( + reason="xarray calling reshape of ArrowExtensionArray", + raises=NotImplementedError, + ) + ) # MultiIndex is tested in test_to_xarray_with_multiindex - from xarray import DataArray - ser = Series(range(len(index)), index=index, dtype="int64") ser.index.name = "foo" result = ser.to_xarray() @@ -101,30 +109,26 @@ def test_to_xarray_index_types(self, index_flat): assert len(result) == len(index) assert len(result.coords) == 1 tm.assert_almost_equal(list(result.coords.keys()), ["foo"]) - assert isinstance(result, DataArray) + assert isinstance(result, xarray.DataArray) # idempotency tm.assert_series_equal(result.to_series(), ser) def test_to_xarray_empty(self): - from xarray import DataArray - ser = Series([], dtype=object) ser.index.name = "foo" result = ser.to_xarray() assert len(result) == 0 assert len(result.coords) == 1 tm.assert_almost_equal(list(result.coords.keys()), ["foo"]) - assert isinstance(result, DataArray) + assert isinstance(result, xarray.DataArray) def test_to_xarray_with_multiindex(self): - from xarray import DataArray - mi = MultiIndex.from_product([["a", "b"], range(3)], names=["one", "two"]) ser = Series(range(6), dtype="int64", index=mi) result = ser.to_xarray() assert len(result) == 2 tm.assert_almost_equal(list(result.coords.keys()), ["one", "two"]) - assert isinstance(result, DataArray) + assert isinstance(result, xarray.DataArray) res = result.to_series() tm.assert_series_equal(res, ser) diff --git a/pandas/tests/test_downstream.py b/pandas/tests/test_downstream.py index a7b1c56ff4df2..d7398ffe259cb 100644 --- a/pandas/tests/test_downstream.py +++ b/pandas/tests/test_downstream.py @@ -103,7 +103,7 @@ def test_xarray_cftimeindex_nearest(): cftime = pytest.importorskip("cftime") xarray = pytest.importorskip("xarray") - times = xarray.cftime_range("0001", periods=2) + times = xarray.date_range("0001", periods=2, use_cftime=True) key = cftime.DatetimeGregorian(2000, 1, 1) result = times.get_indexer([key], method="nearest") expected = 1 diff --git a/pyproject.toml b/pyproject.toml index 3f7b6a672e1b0..480e58b62c1d0 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -68,9 +68,7 @@ gcp = ['gcsfs>=2024.2.0'] excel = ['odfpy>=1.4.1', 'openpyxl>=3.1.2', 'python-calamine>=0.1.7', 'pyxlsb>=1.0.10', 'xlrd>=2.0.1', 'xlsxwriter>=3.2.0'] parquet = ['pyarrow>=10.0.1'] feather = ['pyarrow>=10.0.1'] -hdf5 = [# blosc only available on conda (https://github.com/Blosc/python-blosc/issues/297) - #'blosc>=1.20.1', - 'tables>=3.8.0'] +hdf5 = ['tables>=3.8.0'] spss = ['pyreadstat>=1.2.6'] postgresql = ['SQLAlchemy>=2.0.0', 'psycopg2>=2.9.6', 'adbc-driver-postgresql>=0.10.0'] mysql = ['SQLAlchemy>=2.0.0', 'pymysql>=1.1.0'] @@ -85,8 +83,6 @@ timezone = ['pytz>=2023.4'] all = ['adbc-driver-postgresql>=0.10.0', 'adbc-driver-sqlite>=0.8.0', 'beautifulsoup4>=4.12.3', - # blosc only available on conda (https://github.com/Blosc/python-blosc/issues/297) - #'blosc>=1.21.3', 'bottleneck>=1.3.6', 'fastparquet>=2024.2.0', 'fsspec>=2024.2.0', diff --git a/requirements-dev.txt b/requirements-dev.txt index f16b905bcddfb..297f1778495b7 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -16,7 +16,6 @@ coverage python-dateutil numpy<3 beautifulsoup4>=4.12.3 -blosc bottleneck>=1.3.6 fastparquet>=2024.2.0 fsspec>=2024.2.0 @@ -44,7 +43,7 @@ s3fs>=2024.2.0 scipy>=1.12.0 SQLAlchemy>=2.0.0 tabulate>=0.9.0 -xarray>=2024.1.1, <=2024.9.0 +xarray>=2024.1.1 xlrd>=2.0.1 xlsxwriter>=3.2.0 zstandard>=0.22.0 @@ -58,8 +57,6 @@ mypy==1.13.0 tokenize-rt pre-commit>=4.2.0 gitpython -gitdb -google-auth natsort numpydoc pydata-sphinx-theme==0.16 diff --git a/scripts/tests/data/deps_expected_random.yaml b/scripts/tests/data/deps_expected_random.yaml index 8e85c91ead24e..d4ecd9f64a68d 100644 --- a/scripts/tests/data/deps_expected_random.yaml +++ b/scripts/tests/data/deps_expected_random.yaml @@ -23,7 +23,6 @@ dependencies: # optional dependencies - beautifulsoup4>=5.9.3 - - blosc - bottleneck>=1.3.2 - fastparquet>=0.6.3 - fsspec>=2021.07.0 diff --git a/scripts/tests/data/deps_minimum.toml b/scripts/tests/data/deps_minimum.toml index f789d5998a30c..21c269f573b3d 100644 --- a/scripts/tests/data/deps_minimum.toml +++ b/scripts/tests/data/deps_minimum.toml @@ -63,9 +63,7 @@ gcp = ['gcsfs>=2021.07.0'] excel = ['odfpy>=1.4.1', 'openpyxl>=3.0.7', 'python-calamine>=0.1.7', 'pyxlsb>=1.0.8', 'xlrd>=2.0.1', 'xlsxwriter>=1.4.3'] parquet = ['pyarrow>=7.0.0'] feather = ['pyarrow>=7.0.0'] -hdf5 = [# blosc only available on conda (https://github.com/Blosc/python-blosc/issues/297) - #'blosc>=1.20.1', - 'tables>=3.6.1'] +hdf5 = ['tables>=3.6.1'] spss = ['pyreadstat>=1.1.2'] postgresql = ['SQLAlchemy>=1.4.16', 'psycopg2>=2.8.6'] mysql = ['SQLAlchemy>=1.4.16', 'pymysql>=1.1.0'] @@ -77,8 +75,6 @@ output_formatting = ['jinja2>=3.0.0', 'tabulate>=0.8.9'] clipboard = ['PyQt5>=5.15.1', 'qtpy>=2.3.0'] compression = ['zstandard>=0.15.2'] all = ['beautifulsoup4>=5.9.3', - # blosc only available on conda (https://github.com/Blosc/python-blosc/issues/297) - #'blosc>=1.21.0', 'bottleneck>=1.3.2', 'fastparquet>=0.6.3', 'fsspec>=2021.07.0', diff --git a/scripts/tests/data/deps_unmodified_random.yaml b/scripts/tests/data/deps_unmodified_random.yaml index 5b47d45973161..4b0f4ffb51b92 100644 --- a/scripts/tests/data/deps_unmodified_random.yaml +++ b/scripts/tests/data/deps_unmodified_random.yaml @@ -23,7 +23,6 @@ dependencies: # optional dependencies - beautifulsoup4 - - blosc - bottleneck>=1.3.2 - fastparquet>=0.6.3 - fsspec>=2021.07.0 diff --git a/scripts/validate_min_versions_in_sync.py b/scripts/validate_min_versions_in_sync.py index 1001b00450354..7908aaef3d890 100755 --- a/scripts/validate_min_versions_in_sync.py +++ b/scripts/validate_min_versions_in_sync.py @@ -36,7 +36,7 @@ SETUP_PATH = pathlib.Path("pyproject.toml").resolve() YAML_PATH = pathlib.Path("ci/deps") ENV_PATH = pathlib.Path("environment.yml") -EXCLUDE_DEPS = {"tzdata", "blosc", "pyqt", "pyqt5"} +EXCLUDE_DEPS = {"tzdata", "pyqt", "pyqt5"} EXCLUSION_LIST = frozenset(["python=3.8[build=*_pypy]"]) # pandas package is not available # in pre-commit environment From cdc5b7418ee351cf656f611402e697c18d83a082 Mon Sep 17 00:00:00 2001 From: Arthur Laureus Wigo <126365160+arthurlw@users.noreply.github.com> Date: Thu, 8 May 2025 15:27:22 -0700 Subject: [PATCH 10/76] DOC: removed none from docstring (#61411) removed none from docstring --- pandas/core/generic.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/core/generic.py b/pandas/core/generic.py index 486a6a2a02be3..e101b6924b61a 100644 --- a/pandas/core/generic.py +++ b/pandas/core/generic.py @@ -3964,7 +3964,7 @@ def take(self, indices, axis: Axis = 0, **kwargs) -> Self: ---------- indices : array-like An array of ints indicating which positions to take. - axis : {0 or 'index', 1 or 'columns', None}, default 0 + axis : {0 or 'index', 1 or 'columns'}, default 0 The axis on which to select elements. ``0`` means that we are selecting rows, ``1`` means that we are selecting columns. For `Series` this parameter is unused and defaults to 0. From 9c5b9ee823702d937d008d761dbe9ae8872f2259 Mon Sep 17 00:00:00 2001 From: Arthur Laureus Wigo <126365160+arthurlw@users.noreply.github.com> Date: Fri, 9 May 2025 11:36:07 -0700 Subject: [PATCH 11/76] DOC: Updated titanic.rst survived description (#61421) updated titanic.rst survived description --- doc/source/getting_started/intro_tutorials/includes/titanic.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/getting_started/intro_tutorials/includes/titanic.rst b/doc/source/getting_started/intro_tutorials/includes/titanic.rst index 6e03b848aab06..41159516200fa 100644 --- a/doc/source/getting_started/intro_tutorials/includes/titanic.rst +++ b/doc/source/getting_started/intro_tutorials/includes/titanic.rst @@ -11,7 +11,7 @@ This tutorial uses the Titanic data set, stored as CSV. The data consists of the following data columns: - PassengerId: Id of every passenger. -- Survived: Indication whether passenger survived. ``0`` for yes and ``1`` for no. +- Survived: Indication whether passenger survived. ``0`` for no and ``1`` for yes. - Pclass: One out of the 3 ticket classes: Class ``1``, Class ``2`` and Class ``3``. - Name: Name of passenger. - Sex: Gender of passenger. From 3832e85779b143d882ce501c24ee51df95799e2c Mon Sep 17 00:00:00 2001 From: Joris Van den Bossche Date: Sat, 10 May 2025 16:29:46 +0200 Subject: [PATCH 12/76] String dtype: more informative repr (keeping brief __str__) (#61148) * String dtype: more informative repr (keeping brief __str__) * fix display in series * update doctest * update docstring * fixup --- pandas/core/arrays/string_.py | 11 ++++------- pandas/core/generic.py | 12 ++++++------ pandas/io/formats/format.py | 3 --- pandas/tests/arrays/string_/test_string.py | 12 ++++++++++++ pandas/tests/io/formats/test_to_string.py | 6 +++--- 5 files changed, 25 insertions(+), 19 deletions(-) diff --git a/pandas/core/arrays/string_.py b/pandas/core/arrays/string_.py index 7227ea77ca433..ac758d0ef093c 100644 --- a/pandas/core/arrays/string_.py +++ b/pandas/core/arrays/string_.py @@ -123,10 +123,10 @@ class StringDtype(StorageExtensionDtype): Examples -------- >>> pd.StringDtype() - string[python] + )> >>> pd.StringDtype(storage="pyarrow") - string[pyarrow] + )> """ @property @@ -198,11 +198,8 @@ def __init__( self._na_value = na_value def __repr__(self) -> str: - if self._na_value is libmissing.NA: - return f"{self.name}[{self.storage}]" - else: - # TODO add more informative repr - return self.name + storage = "" if self.storage == "pyarrow" else "storage='python', " + return f"" def __eq__(self, other: object) -> bool: # we need to override the base class __eq__ because na_value (NA or NaN) diff --git a/pandas/core/generic.py b/pandas/core/generic.py index e101b6924b61a..13585d7de6beb 100644 --- a/pandas/core/generic.py +++ b/pandas/core/generic.py @@ -6819,12 +6819,12 @@ def convert_dtypes( 2 3 z 20 200.0 >>> dfn.dtypes - a Int32 - b string[python] - c boolean - d string[python] - e Int64 - f Float64 + a Int32 + b string + c boolean + d string + e Int64 + f Float64 dtype: object Start with a Series of strings and missing data represented by ``np.nan``. diff --git a/pandas/io/formats/format.py b/pandas/io/formats/format.py index f1be0b41ad7f7..dbfac3b02643f 100644 --- a/pandas/io/formats/format.py +++ b/pandas/io/formats/format.py @@ -67,7 +67,6 @@ ExtensionArray, TimedeltaArray, ) -from pandas.core.arrays.string_ import StringDtype from pandas.core.base import PandasObject import pandas.core.common as com from pandas.core.indexes.api import ( @@ -1218,8 +1217,6 @@ def _format(x): return self.na_rep elif isinstance(x, PandasObject): return str(x) - elif isinstance(x, StringDtype): - return repr(x) else: # object dtype return str(formatter(x)) diff --git a/pandas/tests/arrays/string_/test_string.py b/pandas/tests/arrays/string_/test_string.py index 336a0fef69170..5670fad7e2f4f 100644 --- a/pandas/tests/arrays/string_/test_string.py +++ b/pandas/tests/arrays/string_/test_string.py @@ -103,6 +103,18 @@ def test_repr(dtype): assert repr(df.A.array) == expected +def test_dtype_repr(dtype): + if dtype.storage == "pyarrow": + if dtype.na_value is pd.NA: + assert repr(dtype) == ")>" + else: + assert repr(dtype) == "" + elif dtype.na_value is pd.NA: + assert repr(dtype) == ")>" + else: + assert repr(dtype) == "" + + def test_none_to_nan(cls, dtype): a = cls._from_sequence(["a", None, "b"], dtype=dtype) assert a[1] is not None diff --git a/pandas/tests/io/formats/test_to_string.py b/pandas/tests/io/formats/test_to_string.py index 63c975fd831e7..0866581535c2f 100644 --- a/pandas/tests/io/formats/test_to_string.py +++ b/pandas/tests/io/formats/test_to_string.py @@ -777,9 +777,9 @@ def test_to_string_string_dtype(self): result = df.dtypes.to_string() expected = dedent( """\ - x string[pyarrow] - y string[python] - z int64[pyarrow]""" + x string + y string + z int64[pyarrow]""" ) assert result == expected From f496acffccfc08f30f8392894a8e0c56d404ef87 Mon Sep 17 00:00:00 2001 From: Jack Shewring Date: Sun, 11 May 2025 18:29:57 +0100 Subject: [PATCH 13/76] DOC: update pandas cheat sheet with a third page (fixes #40680) (#61378) * DOC: update pandas cheat sheet with a third page (fixes #50680) * DOC: update cheat sheet based on review feedback (40680) * DOC: 3rd draft: update cheat sheet (40680) * Italicised 'option_name' and fixed the max_rows example --- doc/cheatsheet/Pandas_Cheat_Sheet.pdf | Bin 396529 -> 461488 bytes doc/cheatsheet/Pandas_Cheat_Sheet.pptx | Bin 116861 -> 308486 bytes doc/cheatsheet/README.md | 2 +- 3 files changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/cheatsheet/Pandas_Cheat_Sheet.pdf b/doc/cheatsheet/Pandas_Cheat_Sheet.pdf index 3582e0c0dabf9af69855863c0d13b96fd62f7653..87f3e9252cca2a5b128dc98ad5187a821b11a9e6 100644 GIT binary patch delta 351442 zcmZsBWl)?;&@K*(1{Sv-Gi3({S0ZLsMj}QcWd;Q|S6eH4 zGZ!Le7WOzbDhLjiIDZ@n4%WB~I&2mO87os49U_*0EQz@O`(k2ej#~+!{8wNQXC-3( z&yP485ewJ99>v*-*#1Y$LBtWChh@UbLiE}G8BNO0$ij@3jp(!eugF2f%JKh*Ttuw@ zIr`U_jfv>9eH!!gGbkFlx|%uL^YSt%vNIBWwtsvmva=JhvnMd*aVH2sh!HY#{?kju z{I3flmVa%CSpM}u#KN2af?z;m{ZC?L{>L&wFASfRh~vL5j(@v|IR0BH2m8OSIR2d+ z5yyXyIsS9Z$(VoushOZyfCa}+#L31;|LMCBG6uxN$j^@i@8argW@Lv1@0oe-dzP@@ z9Czd)b`09Fx3$&a`cAng^wZVS)kvmZ0V{c$!pcP8&XRy_lWqQ>>XOjozH{p6Wu4(G z7$6=DPfad{zP|!)k+l!%HcWyXO_1bf$l>y6 zs1j(u-_%WOU)ua}eOln<(ZH-F2lOy>1)^A#)c zPQNc7<(O?lgq=qUm>Kx}9eOkXJ<6&3+^apTJ9NW@x{>X)#G!%Y5;g}U)bgB3nN`L+ z8CRoIa$VBO@+Z^)C}vxhp5@M)ttB%4Y9LnTn)O7!qC~GeU3lK~&hqo+b_(O+ues<| zruxz^;2FZuF5C0w{P9G+SdNseMG}+=a(Eu%WLr)6g2SD~q`UDrwow zT)@maj^+uIrCuR5BW?w1Vv^G?kS^#={YA90o&G*n`=L7F^~v02{Q>xQ=qr0mO~c~D z!)ni4YjYONJ&|>vFg7%a;vmMZ0|*51_mv>Ac`QTQLZC}HjgC>G82wIzmhjFv;my?~ zsc2NtoI%}SyCy{6j>Cpn9i?M^`OG<~3N+>S{Ph#63x%xi*Zh*46UZmM0SJUOF#dJH zvYDFd8!j(WDKpG&06N+f!xx>>xkck75PhOh5k}da z1N)izeQmWy#`b1Sk*=M6bC_V!%Xd))Waa7twcP6{3YlVS#e;Ad=RESEjkH7}z#3m1 zYuZL*O%*2_T^k0w{kKr(!7r7YlmjK0 z484>4W>Krl%Nh49fGl%_uHniD8)yP?){0o0JarF;uTyyvA&6;03Z+LU0Lc9$drkYG z85ED1@V+Ssle0PyVa!*w_(NW>Li8svYNL7=j!5(}80VsXv3x5Ixc-BoQ{KEOvAQq9 z*ftfKML}sc>g$^qi4dN{9>@p8Tsy{F z)j0v28|P>da4-zB(0}mn&jQL3Fdravn zr4Pm91D19{iKgyvKg=^jW|iDpd8x;n3r-z9RqKC^H?x2z4I6dJVJkY#d#Yycl-jDe z;&(Kka2l&$sI&zW(dVM^#bh$(?v>w{avE)G`BKH#ATfAihr3%T{>ex`r>~`{0Q94| zmZZNbmQwIM%5*`I(l_Nt#?_%TNv+?AUzEEv># zDEk`Qq;rh7m5$qACMteh@Qnvnhl27SHD>Zoh2o_d`-;fdJ9aL_8?~P1#q#n(oM7$_ zsTEQoPR#uGIvY?}8KBBU)e=rD!jc95pyc&$*gm2FRDKYlKoo!>)&%3S#*6C9)=d0x zPKzj$R+h@c?9}YisQ~p40R-9 ziPtx)WpY_7IuN(FYRu}|y<0of|k^HzjqQwAzU>iBuUZ@nO#%QG*-0!wP^C~gyX|{kbNF|cXS%RE#HV{Uv8aj@( z_qamldLt6yOFtW-FG}05zN;!S&Qc@gGDFx7uzx}uf2QQr?;kNV0xH-G2FG|b`Vap& z-hc5o`TiO3N@@CXu2rjxQ09yLNpf(@Sc>;fPQp23>_!r1z!=?hrr}nMq!l>S8UNyH zOA;m~{HP+rF0-*;vUz^`RJ%(tF+Zs^DxVy`Xm`2}rDKaieE*eX6R2T$GnaJM3O=4h z!yh4=WMd3EPorFhstI=Z* zI4Ow2Rj&T|$tHA0n#uE^n;U>;*1mUK4JN8q-y#^v?&K*~zvZGfxQ(V*OA?r6w~6SAA6VuyIqs~n5NJ$!!XNZN1|a0>dBr$2d&PE`$zcJCwMgC81ib^N_1pTu>~mh=X&w>dsb5g z*XdqZIL&5e;Szkc;;Y!q_S!6P-o8*0>JwczY_veWv-^x9n#qDasMxVP&UWoHr{K!= z&-e&z^_PC+bpBLUjD1EJX^AefJ-Fb)tTWm)8!-hiZLdo)h`qYMjU4p-GhK!2b0&R8 zZuD(T0qW;DAkG|R3#iS9G#MfJOp3zTm~K|y?SE_ z(DKJBtL7J_w*L&Z^f^>Or$?*p=7W>g&1ESkaTH;xDheM3qN7vD_f}3~=7V^92Ou>> zY_nDY(Tj|_#WrYw0yk4Uxu`EeuvJPc@p!-l=-RhL&Mx~{XytW`7S08ph~==*4yCjk ztc<`bBwCbPf?Eak65RGuW2c^}=z)U!=F2VL?hI^Z7n*P55RYa92SV#mzPRED{9s)t zv^IPZ%M&Y>S?ed%G(8rfPL$miNou&riwO{(U-HeBkOy7SU)e8P*6~$nWXyXgqKb#& z?Lm0lJ7T@w;B49AmHyVY`o@g`m4Ra6g{5&E@GPCna*C1snk1@ne^kiTYs(YUM;Jzf zm*b3_s~YX%PxKia4wlH*Fmxc-MK(npGh1ZGNBA>Gd!JHwRg8g0B$D5x)?@@qKny~q z0lwK8CQ#G27U2!As$T9wQpI2PF1e25zjTQ;>dL2vT#J9oBtcVJxqMrMa|HX{CM@nR z@=u1z%T<~951D`SjnKN{|CMNB6gl8qTw_H4QS7RIUPDb$_ghrKH@YftCT+(HJx6I5 z+R_?JFn24>&FbsS1ZpFo;etTtQ+4TIUu%iB$v!Wiy28)f_VZfZI{i08c}GbM0eq>~ ztqGFku1nMPaXQRz$Kc2{7C)hOlshh;o+bYTSI4WBb9dCsPOBa(24 z2RC%v**bFmlD@BT(i8pCD+(G**@yp*H#ZN>oAnMqgI-N#o(!^o<=QnoRsmaUo}PmO zTPzNBOu2w+i64;J+{ZddCTU03E+=R#woVH%7#agPr&_j){Us@7C+H#ZH{DWr_Rt53SH_9vg4%;(mei5Ab;cThpKtIF5GO9Q|~-P8-e zKG(rfIEOr>(DhU41L1_~e*OOUyhI(~#`sqk85-^ax#)Cevzn}Qii@mQpH#^v3Qn8f zByG{NVd_73Q77!5T@3zAm~GPMyYY=O$Gf1tU`G0%g!2QRKLd1iT?pyrIhUG>zG3m= zFU4NlmL0P?^Qs6g$ckuFW>Xw5LtvPbvv59l*?BYS9oU+sVxKTW*TcqDai%*!J|fI9}52A1Q(h9g;Z!rc=s13OKrE zLrwCNXkr$K=%G37D0h-w5jSdzMX!H1VZ;ixpo1!qNPKs4OHNo##7wO8tRfl*0oazv zw&C^2WUAO%hF4}*zzqq#epSkLvrrW%t5e5@0(Jg@=QgjPo|=TrrUl(yGnguRq}>Hm zIV7j|X>UXY$!g_wZ&g>EP%aRTLvp8RL@Z8m&w#1*2ilr|2nBTo{-kvR@up_@UI$hM zpAXuHA52ZvEd~MHe8r{>H`ar377@YsG^M3*CheBnA9dMglF<=$uy??Sy5Q;i!Bik` z83EZ3n1L`);|;Qv*k%CGxY8p0Hx9;c#fI2H?5J``oaFWOicPvAz7G%qPe6QGlU$q& zUnHKO>J&nH*=xSDpWL1Ok|RjNl4`G)ZMmHgbpLueri51p)Ieb3~@<0iHk%ROUM ztVNG_x5d|%2A)oY(KL{Tn=uyOi+6l~8Wp99=5Au~@KAyg!CP(en0)nlCfPs^>;fL^ zzQc*nqsc9uGTW_uJ8o1uY7jw&3!nb42CX#GE25Gn!(>k34VO#ldCdm8wWt8?ssnJo zEoLnhiZTt*R$k8XBIZk9m?=T=FSZ%%%qjlzfw5KEUrK7MA>yFR*p}7E!dlb=<_Z@1 zU?$7SC*C0fcv|fU-f9#vEF>a3xd=BTyF$-i17%ksG|M=);78M0x|BNFtQAais0UV^ z0$p;L*n~CYquJtNBN^CBK~pP$a|V5lm{kpBtqWwv%p@TM0N2;yQ9qfz&v$`LR+eJS zj8>K>OVavIbQY8|)E^bzZEq~X(P%ZqJPmvp8T8ecs>$F^5ptC><`0S^Qlu0HJ8Y4# zTx1(8*ZWonWU~d-<%jO%axqvri@P~;PA{QFQO>PhxueS;-Jeeydn0L{mvSj9`Cr}Qf`!qy6bSplWcE$#i0~b;rBCkU? zwAMHhcILdqnEJ#yld&)b@Y7hu{@lE=!WFGt{5k|yNHYacYs_NH3-8aP1%m(JLQ{)Y z@^FGw58Ln%g(zQ9U39A$G5Y1%0zWYKX$Vv~RWC8xv&RTkB@>L8MAvQMMoPL+C)PC8 ztB6?sBN_+B#4fc%uioF;!r2y?*Yei7X9`iCdSKt72~inNj~S{)-W!p&y)q;}IH*U9 zSmuYXjInsLF(fZ))}aXpQtyc*JC39-zOus#0^R-6Lll9EqLC-djVSk7A0iB6n;q(} zm4&EG9V?-C$0ffsHj@LNGC)bC-p%(f>^SUtG#U{&n z<0$pxB_ZVv;&R2XP`ovI?3s7>PmOh&88f8#71&W7_+LvEq7U<1kRTzTr(=6#hQ6M@?W@uANSoxL~lg3 zX35)`ilHVuX0Kn_j}tU1gtxxn&+(5wJABCUzkg)LafrJI^gQ#@OtYBi?Ep`0(?}7k zr~2bgpWWC&MT@RKLF^M5r{`uhQ{}gn{L|_C+!ZNKy{>NRd(7($suo6Dsun3-+`u6& zMy?VlV$eHJ4U3KsK&>^(rnExXOt??tl{&NS-O;Huo@v;X>BuWjF0zoW zPFMcLeFrxEE`^oRa;*0AunO&gT6{#jXQ|2#qQ{}ij>h_8O^n zbZTy4D(Hg2%8?GLL`h>NQH4ybrG4qRjb_@VIHejaeM7#iJTn{KG#}z+beA=+=c~X( zk8@i!v3pdy(PR*Voo~!nRyTjmZg@jj!ozcVs)#>C0!`-M!q7$fS6q}-wtn$PxEh4W z8SdsRaQYL~vA#Oqa2wUBNkC4DeyR zeh>_d9hB3bur|P86GKJt>O9lbzofyNQ&9te*D+A(6e)5}^)BLuaN*4v;1x1rQn<;s z4$sd!-UHg(kX>alGZzF=ObrJn4<3H z!wmhrA#zt$tjI6T9E?kl46vv8rv@-*QU-qjLc^C}Orp8?ULaBQ_GRZ%XXBj^gThsH zVXgXy{#nZo)zgxNGOOo>poV;kBA}9s+>KB?D233iR{eA=loyK;m3fWq>HNi^6aG$0 z=izc-L$0&mMRa*`7*@yvOs?)O_qW<1oCc6?)=1JQH8mmAIsLf1fS8w}pBd>A zbSY*?#(Bs(+cgqOPr{9=Zc~))W2}bypjHyq15|zIL`qRZA=Z`P(F`ZK zv=r8pV@Jw1=d7#PB`Bw8`|K;fX{#aINk6tR(gpCV=l>}8xwN6!tM{dgqUoEJMpya} z{vSE`%u<0yX)qLQuBl!fyZ=s9FH%Toge}D}8{@oC;@i$QU3rN9R#5ymB5pWMfG7TP zFjTM;S*w3I2{*hZ;By*D{-4tlU?k2j@K5rechmyF?S9`tt?W@n3+*~SY&I2WmS{m~ zNYrCX^`vX7Iy8Cv7_gFNZ%sYAXkHC=_prM|Y#12!?6A`dd@;>ntXqdkxA=9@Y*-?> zZVxn0%Tim`yTM!qG1V*VvSSz#xMqw^#X4u887sjmTA3b`6e{dNqVMtrZKEURMylg( z$-K#^X{SEU7k;n~u_)h&=cRd6W|Uo>fdjx7PX*(kXBE;w2f2U)o*rQu2tx z^ZLlsB9q$FUgBGmAt2CMwBz*>j2#38Gl5Gs%i}*qh8t`K0vZO#iAf#Jb_6Tu#UOlx zJ9}9-cLH2UtV4|~k;%rGjGw0g Nx=7;OV9*f9EEMM>VLr{mY7}PB^I^)s-55%TL zfhQK7baYI1I7!OK5)$`qB6C)2RMC#1$_{pRlGRA=5Wnm>ICNTWe9robJ8uh!3eUMC zy{cPc?RXGCt}F0VV<9bBK|Y_aIaCHQ+9f*k;UL%B{%V+2t0jJv0GvoogUSU0jV{p; zW~$AAzeAk@JoNnQ!~(+rB9A^|UwpP<7FU5Wn;tDb;k=FS+6#SOT>TuKiN)}o^^#h< zVoRp-GWrn1o28ASl;HCFty@pf$^*paW3VblCE_s7ZCsfi$q73SScS zlnYI19luzpf)Cj0{L!tVpAEDMVDIoH$9%A6NXePSe;eGW&?%Anr6FM)zqfXGjLjh2 zo}EpCkX83CE+6g-lykMIN`K83#_dP!=<3<7GPNt7aMYDMofynW2UeI-DjU6Ohl(>M z8H~FPXdp9o*)je5%B3AM)HtP+&jF~4j7g%Y|4Ij7mq^l*e|40a3|D;eQYgiHw3IOv zFv+1!ss8vdN#$x<(au`X$*Fn?GYjCY0` zy|Th2tHRWjzl&Cp2t8*|wm`z{0E?Cxbzh-H1Bw)X{H)+c=-Y&R2)7Zy=5r0GO9Ux8 z*9znXNJ?a|+pYXfVP~c@J-2^cy=r!K_n+j zGu4@L zu{zGy@vrO(Kwn#kuH}$Qu8C>wy||el_+(l$Z~aU;(Sx(F?sR4pH^m0{POncW4k!*bzv^ zGS}7%W<^Omr2bRaXAMmEK0tr3N?a4yOgIq1vuWJYr(4o9?S42=6qVPrhGZ zW&qxOT2`kg^x@kFi6`E#%5Fdi!P>)+f!Y#dfL+IM!>Bwce593qz+c+qyjE4;z3HIa1>4UJ=d4b87?3Vd z+a9r#>K?rg?I*r@yl{_gn#DSKT#;_f{x%Qn@Fh67tRHFZctpJ{Pu;gSkZ9{TXS%%f z4d%gB0&ZNKQF^5C4R3)JmsPS+N^w|LL>b;f?9#Vbz(JV2d1F;5yAumh;oa z5x>a$fl8nN(vg;#<2XTT9@6Kur^UC8wC?_T2w#n;O@j>3POsx(ks*AF-Cyf@y4tQ**AIszv5f4(8Tw}C%j zLh}>Mh1RUV!?NKG^W^)=r}nC1Q?WC8vc8G2<_Wf1TgUBQ-xCbXLnw6#s+f)?jo#9T0w?W7JSZRVe_|>fXrEX9 z?G&zfpoIQajPzZAPXQb&<2|9eZpAb~GYs41%d=-I@&_D-dlwX9NXq^`Qqo`We0`Nxjww1y!DUgD_rhzXGEDJOP1Xs$%1fgVI5w?i3qi6;_ zu0le$QvzR%ZMV!`NHn$pzD&Bl8vYj;StdjhhN_ml#DXbGp82FmEwX~ARa$X1xL$a? zi<$&GwyfFgD8KQaH3-Km@tJJ)lKvoTqI30*etS2MeEWTnjxqFRq^HC%l8xHlWevs8zHUqwz+Xf`8Llj6y>TRk%V92~ z=_WKIuZVRl$XmVYFiU>CU^@!y4aLYlr$f-^<`EbJw@An>QM#yBL0apJQl&1qyE0uL z%m`+h&Y8QKBm`ZA;*k|7KQA)f=KVJ%O$N@yF%@K0em8PXlk9g1H6jgajrH^Je764h zK}?xWKKz9)PEOb#7PX6L#X2q_@dq_U(r5~m^tbO{YgI@}PQLiNC*B}{wsyx~5KSEK z>DtlNfL&h8W$8dRxzdQR^ur}BQk2URJ08mEDtk%DV4=wxJKTtJpsDzQFF-6yXT8=5 zg9>C6(H_2KXS+B_wMM>?p|x(f?UoSdg`qGB&K=k}kD)LjZ!x5z*`%^ZFPguGx>&gO zms;v#P*%9Y9lpY~zm-H9wg$vypFLleMW=ckM@?alt(~O88IqvhqQ1+k-1hOjZz2g< z9kEY0cyD|U;(V^qelvK7^m~WQJ`6P^Cj$LU_Jx*}nzzpkd~5x&1P}r18pCU7Na>_a zFOcr0Aa&P=!)6!=_SUmeDb{14&u_tOIHZ%jDh4zzb{GYa(*&ws+I%r=ytOjBE$g^9 zd6P-D`qIBq-i>;*7oXlgFLKlfHvW9dJ8)doavUaYGJU=9q=JegHp}1tgTM8@g#z?k z8;cDh-RpxdYtK4twDq>vLdXCubyKil36`sT-yo!5*?HFq5&(Qm%isTmW$omv*vPSh9wYAcIVRr zWLA%V6o*ZRj95-SA{D8oZCN1hf?X|Ky9SLNu2$a{gJ2F#`s_i-yB7K zFEA-`Kd_tWEE@+rP%;SYyputM_mw7wq$iqI*dG%?K9Fi^BkZf}rbeB0Y;HX+Cj8nY zx-1s107Ye*5zMqo-5cayfHTHcq9Db(fMXO5kAdeV{j~1De2?NxAo@m~8reDz;1STp z(&^zOeI?2*+jV*``Mn}?(VH8D{0n87@ndo;VfY)}_mF8zIVIB1tOug!nWb1%v~3z{ zrmeZmo~hr3wy<6O=v{h=%ScJ=X8tai(%F}g>IJ5fZVV0ECXkV_ zEGi|_omk2xOd$ptvIe^J*1kewVDX#VlF(3H4jwvzjw4UOYVQN-nlLoA0)FZgMbBc8nehdAB(|0%Tfr+U>f?-=VYh zE7y@?42rCmRyzCLC;Qzd8pVh%Q+E&iRYt~8Y;0z^?jIQ&q(Evr;j0P_)(gF&6%kb_ zKZ#}(zf@vO2M+Z0rg^EdZD6&^C!}vqrdKylcmI6=z&hPC_Rlha~Y9L@M1zGQCQJBqfk zt7xlAA@)KV8yu8Bfq+aGs9^$^B1n9d-bpJ0fH?B?W{8w=+;*K-VY;ENQ@udwlr4I1 z)RUrD!=@VREX$codcUac8YzhD0d@TDRgHDSHePLRP-?Z3T-Qw)Ni5frFAvE_#;Mit zZyYvK&z{NN&NaA&yo5I|h5GQNvqOaR@1T(TyC2R6FAVD0WK>0KuU@Q=?({%Ee&oTg ztNz9Ef&^2kSV4nmpQmA9;J{IeM0mYBVuQQODJ(54kVO@WoV<((PwTRnORSxvzGFiT zq!;Dw{Ckg8`qb?yViVM&c=?LNx+~FHdSN|3XZNSWTlPC^x2oEAJkLTCJx zh%h16Tz`I(L6|FM){a08PXMZUU)df9H`<9bVnKr*FE!c`)fXBp1dMT^0}xOBQRZM5t%>@`V0$mmOP3w9Z+#13kySW3$#0iS(BD@~Q8eobR!v>Yj#ThS zLJL`2A--@Y%!Iy=A?pwZ8M;2-7nmsg=HgXzm7)Iw_A(aDmr71*g3@z#bUU0~FYs`O zSCvikd|6s<_+y!~gGz)cxo7C)*WsV%a5>O72%j_fM@AB#?YKpGh}!ke4FNv-^`BiZ zz|L}$^P{UcZKcs0I05t!Nb0Zw7@Ev{C%q~OVgdO9rgrdbJbaiCYPjIevr$8_G)_~G zD~B9pvEW?G&i#4OT-|)*&H+Yt0C!dPiTpmi1HlE)e0*wtqcw*~P#qziK=TLV&H(64 zks7c6<2hBjtf+ye?%Yi4r;)bJU>K~b*k@G;?LkjiZ5=A5NUrsPpY+^9dVxJ&wPDhX z&aimJ16^*`x7dtcn>7$kn}ifE_LJGu7&XI)n7kem?xrah;-0EuDt{ee8!Ttp&UxkAr=4t*$K*c~jm?E-pU! zy@QimwBTt~sgLldYk)5VQrr_tCd7>!H?5;XXKg86=NE2iaD7ZbowU1sarGheuWicH zL&dzHw*hJOy!gec_#x2N_8jKUhFvgUa}-HuSaGX&PQJ-e#5!j`Y=d)19XM#57rkMw z0hpr(`THWi3vd7QaFXy*+`+R0uuRaZpTnDk6Ij)2kIGbQfSGUKt$eLOjG)Urb6xTz zmobMPLJfLRTlEPC33v^&464(>QxcYq{^e0e!o@gj;qTEM=!9iR88K2+w|B%ZemAV* zwJg0Lt3KQ{m8f$6z-&2n+!j66Oy;e$r>>s=c3OF1=%H29#L`XR zrw>n_G6_>4qLHQk5dUk-m9_Gx!;e4K4rrm{z3h+Kn7{dF2(=sj`oJ~zipXT76+L16 zO9PY(8{_TxqTxy9EZb$T21ckm-oq~gvK5L+TA6P!kCmow#JUZjomH(&T> zt-}%_TeeYW#5D)y+(|TM*119qxoqhBx<>YU?(YTMj0Ue(x7W2@J(Kh(f+i8?j$Y&a z`rweA&?%2y2zoQfG$rS6=q6WgdDRZM>5a+t5-NGy!U9Eg9osQ#8HOIb{iAN^ZBCP3CFfn}yrWy1`;A3WDkgc}tel>UZ|GlK`$p+#QWyoZ(UVY?o7{>| zAr#>KIsLOIPIWz;mKoXqEWF?jwr3K}K<7mPgO~O2Yo+&Yk~wRiyb)-ncl^Zw@Rke# zn7E5N(Gkm#p|E?!{zKb3hDs2ywC~Ue;8^6vM1$Kpa7rKuSYm0$P0L)u1@!-Y)>2}4 z_@Y5C1?D{?rmfEci*w3tJ9(7&x@?XAyi^;z%c0JHEjvcFHD9&ulRf6a^B;Q*_CNL* zi`PHwvAC!fGuO!l8qyUsw}X^f^5F3m!?zc+!cY5__)ktpSAt@%_6jY^36NRf+x=jP>&?*|Y82BwXU@z&)Lp=s|H&I9RV}aHao886=gQ-c znx(mi5&{5O*zO6(!io9vp^PRE{DrW}DFVa*wEr$=s!zCA?NJI&2?BxmeM|TUS|hD> zxXDHINCNw-9aggsNSkD&MZ(0(O*E!WA;c`%4wMURi^m&-2BWI$_E`z{RMi9#xNGF` z>5|#?d42wM{(_|`Q#=y)$(Gd3`A476n~0=>r@i&%0jtAs^(XZpST7r_7qr{VRa;&Y zn#zoCvdXG(yrpT$cQWPon=z}J!W=%p{It0k3@{`hfv6u=*yKAc!!q3HK zRJjA}!i}^*D1*~5snfNKCI}y1T#2)^jUIB5Tg1Mml`pLew*|6cP99jFYqB;E$A}HE zvB%kz4;!Kx|NnHDlZ(mq)m7047#$6Rwt3w7%|8jF=` zICDPXlt5NU8pcplTf~2(ldJh{&t`QjSzS)Qq8-`gU_IBSR7@P#B#AV1BzbX$Y(<+Q zg6lgi`CGQ+CkQ_3-i>umvKrIsyh{w%j60x_SJ;~~bC(y{Y@f~qvB$P2sv~}(hJXTb zZI?uT<*J1>CP!gFR~v17p=5^IV>2Z`V8$ml=jGeNH6efxMY49-7tQBE(i$bA${q#& zP+323(*?{vT7@qbmG4o?^ZNzdSh!co%~2L(Zf-1bGAM?+Fg_j22eVI^X}+k#cGXSr6neC z&#$gMH3M&-hg#U1U?nU=8m zyW9m>0?3tX`0)aEjboowFa_me5zeRP#CxrEa`c1J^M+23p+hg_636-SWDJ^^le}vN zz3J8OvDV#V@sgbiOP6hY!~6K#m&RX~0~AC707d!vuzPv!l>^J1O$xpKK_Mxv z3HQ~#(JZbel|nJ-#39<3Kqjl?=!tvHbWpBH9f!vfov=1ac*R4vqjw3*_Une1k|e>G zCoJ}{g?Caf-Cd+!XdT^09A3`cJUzq-=Q{-L3tzHgNJ z5QO$%cDdQme@V)xyn>Q}hxU-y01|Aj8Z=UbpzN?_)E+L-xcX(BR`EEa4J6qRr?jm( z&R(57aA~KeXHap7{G8nKkQnq#>5SvYz_1=tp@s(sD}MbQTm!dlo}HwkDvvIF`Q0aV6D?t;}p>*JL9J~`RRcm<7R}k zktW4?r6fadr@OQ7Zr<5Sh(u2b4mDdnLpwGFFVYs+YPh-zN%5By_|Wtus4E2(90q0* z?^#o|1$_sXgoOcwUh!fDux$uEPNb4Ftm`@yvX32h=_|B0IT(#OJmZ2S$xYL|g(DFY zyP*U37cF6~R#e9;s=sdLzNRFDLS$L>6#(o&B%C8xv1X4r&-egxOtu+OQb#RwdZq7D zCi9S4O|83?dsZY(rFP`y);@|4s&U#2?6-0Jlk6Q^_SMSJGQE|Mv@BLLA#6gmn9P&1 zaU3Ldb%ImzgVIxO3%-=<5LmGxC&o{*krTQ5&BS&0prz=BKlJ;A;XO=Hh?yT1e-Xz9YD ztp=6!^ix~&Ni`ZM%NDM3O76`^E8F-_c*+ed5w_3f-fh1*ODqH^&c&p-BHftL;50Hk zF+@w*Zyb>qOhP{Mhkd9A>FE5-2Y{SAArb>0y^ZZ7j9$+a~^7_OVfe ze+7lsb59Ls^SZ{H{vF$}X) zjA5A=#}dA7y6bGM9yQK2iif2}F&ehc6ai% z=6*6ZWT{}GFB1nkyrc&jBMh=S45^BR?9PxzeHeHxKd!e%2Y+Cg7@UIzXcT^n(A~hW zymIUXAJUrziPWHU_$p?)n)J%et+aK$J|1xFOV*1G$;!5)=;Yc-{=$Dx{mZ)VXrA8< z^pbyYQ|o;vMQSrD{+oZm6}nvBn-pZEpuqF0<#4GXAz+saj~A^Jyd4)NV3xhv+H8PI z)gNj02$%mvbVEjE+}vuGO;=rQl4-c7MF&k(Md2uz~$^l~& zVS*E0Fn?1Y^Gi2Tr<$HhDe9)$F-;Udyqv1?`R|cDl+IKi3Ci z$u~a?yTSrPN;TUV#vnjjr7)s93^sfma-U)cXjK+Jk&83`1&hAnvkHz-B;UQ-0sli! z6+7a((3uHCKucFA@7}pi?;|!|N=#UgJY=crXDz&496ZDyUD}&3jOQn-M1ra5bK#<& z%A{E#LC3N=?`f|riex4<6%Ob>^s+H-Tim7@z9QlhLf-ThA(QKED!qp^&!qCu<0dp9 z!(Ve`_;K%u=Lqr0M%$jSoY!S8-&ZV-b-<_Fr-;L5rdH89BiyAPm&8-nkJEbev&2w= z*E<9#9ULy4ET@TiCZ~{JAbs76-@+`&Ix5TV8o6Uoh;)J^st7P=~3wm;Tf`2|D8GtJT) z2>h^F@_YX}pp*6hrVoGq5jeK5Q%IChe_3QWGe2LrgCVSFy+JDYUWiRR>Z-Vrm_TC| zlKV%P@xwh^A5r@GQ0}K+0e0$8aaaE7jNVXJg~R;~Yf%3LHG;CVBLtr+(LudCNPm1S z`B)@W*G+Dy2*bEO>00{+BNKecQA`gH-}AY-bzgF}rYxTosoK#V1|uxzteo@L!AD zU#905A7Ik7Em~2YuV_R^!Z;uzL4b#zQBB8&ZRUJ z|HLe)7pLFdMQP2qsjIj~Z+neb0cDvEV5Xb8cA}~z_&BRafC-5Nw3EYSTUr5ttWP_c z4#8}?@#H0UsI7J_%+HK*;$Y>Ik&1d1Ys`wVV%_JvB1-+rp~>QckEeN(p!FV8K7SH9 z)YmrQlphrnc1~qMBnGo0N*Y4fyX${u_N49=_j%?;;;v{!u#ke3Cb5tWpKSENlEygsP}QP{cD5|+rXdL>x084TPGCP z-f}B;FxvvDhW%@#>w!peAbM_lkT<`jb#GQeMH;vds^NL&%6cM9%r_uZo(}0QX;#G7 z5CbxUU;{nnm|()7*1&)PqHEG1cxF))#vgz9WthN-r4i|P7WNuvyPK+4cE2p&2`(&u z@o@|y)J`>y6{}X@L;p+2;@URLSm|`~P5x=0 z2IZz(ug5YRzC4p`5;OzY+d+h?~j=ozvuoNH+2AIEivl{I;hklkzEq}^NBidorqOjrkX;b6=EGELwSFazi82FAJKPqlj=wk{-u)< zHRL&8h#Zz+*!*e3)Goz{d5)csGX}g1gSBdrH|8A$?I4$Lbp(|UCoh&UM!(C8gPk^W zR74`*RP(f4m4T8W6|vdO!tpWg@}?@_>yMLT!ch*-9TMd+-&&Zhk1jElVn%sN`J*0^ z^J(0#!Z*b(VCseTp2( zKOkk8VPVf5Ou6Et*%Z0dcTc}7X@l_L|)~b&tD+Jt`dZd_Z|tfg30Co zR4%}obq9$*VC^L7z6QBu+%+`S2YEa#%=m1@QNR)7V6;3Gl|&zT8~@$pJn+7D4$H5V ziE+Xk^Tr!$lOuVIpB+q_Q~w1}Z#R9^Ia$g+gfRhW8epf>$8@RGNu0S}~oOr;RkyXzy@@Me~_R#xS3A}ylI zYV&yBMT?4+ioO18s{0#IIu1gp_@z5?U29lfc`fSQ=NHZ0Y1N{l-+5}#$4ab@smF>4 zct9LvloCZHzu`>}-QK=r_QiXjP``rd%IFetlL8+#SWl^Bq!adeR|u>sAPG>X9^mwU zq2h%}tO*#k;Do$Lx!dj{a2<%XC7%DV|>|Vs}NVboeS`DWc_b=A)sT!}%*;S~sa0x$(%e^T|Qe z5lGV@6^asTr2JcjQ6<`^E_7oy;}hDidol&nFkRDa7G!ye#uuzDv3fQRIlc%dC}0pF z7$4f0ED#La+_vL~G_^j#fAYI{x)%|4F_DJy@|ALV;;JxK@usLa$%t)$Y^^I*Es29@ zHBRzCYY-)Sl`uEYbVYk>k=U;>5(<1zM4GKze2jU$C?3IxoffWqQjYZRLk$zHZISe> znIQ~HfAci1ggI_r{gF$5VLp<@cP*O9((f(@`Z_4AzGja#(QgN83A^7B zL_Yc56bvhTu({l1(zo53(b-X;+Bep^c-897{qqmi&IeCk98beRqVt4D$~D85(tC^t z`UFZ%!BYpzKV<*b$?HuYSIs?JU5VI(44T-;SI|m~&5`y7Ycc zXet~0IdeXhdR49I*<>cD6RJkXADmT7jWhdnA46ZjZ|s56NyzCwcsPTHhGfVMYJPbB z8z3=&3|!I0VDW-t6N0=Deps!m3?DKIA0JR6dxFBp4`jc96YvWBEri19`Jwy}At7M( zMI+#%f`<$PGUXTn1x0%B-D_D^6n-9HPmT(RKEeTL6^2Oo{z^;S3rAQwSvZ^7;XZ`& z0*)56z&klYfM1am=#Zl(f&W#z&~VmtvNd_ymATd8&u{^w7U*8iw@1tvorv zCXa(G3-HTpG5(dW;FfWA@_26PZtiC5;^FK@5B*1KL;L=EAz({^1{jtX2Z|L}Q1}Fa zNF_deDA)%$L=Z+V$OEcc2m&KY-S|TP^O+zYLp1>drt{ zEH;p!nUT7RiR=r$(Eu*A9s%v|h=DFWOkzPEhyWkGpnw1b)C%Df6oT;nW0<0z1~?!t z`*a`*2cM5#hzAaV3exlO@%{&)u5XIW1Gw(f{;h|H7a|0rpkQ?%3VLty-wtLQU<0lO zx`3_@4iI-p3=n8N01gb$@paKWH!%yz(BKnn{5y0kj(8gAIe#Qt=ByK*bV1 zA?SVgpl|_*kRT{*0;2z^S=pEznGcB5<@^^27XruRe}H@-5c(hB6Ch8Ij`E-SV1j}W z0r-FFg9!;i_yD!oR{&TYAY_6I)auhyKzRfqJTOr91*`*9aRK`*1irvwsVkVsuE36o zKQL%OPYN2wFGw#S1QDc%LP1+$ppzf~ve7GWR3!i%Gdy6>ke)~gRAb?Vz(EX5=)MO6 zu)ls$)RO@W%<+(Uf$Dd36rfE)FnXxaeT7gM?B3HbK~Og(m4O_&6)?2GLji}y(Sj4~ zaGN$Q&}6|w^jE!wTgKMS-9yU8)QukWp>ZNPG5_Cq|L=T(18ORyU@nmZV>*O@spUru zaHQ|mT?|Y)DZt?e6<)x8g58Dkf$hWS1>n387}yO9pu>tAur{LuaI7EV+`9wpDvTd2 zPwi$zHcUlOB4Yzl*8G6IISw#v?TQQsAbxbU1~$6rfP)1gFm5dheD>4;w4C+9cII#4Z9JmR`eH*2Z z0`k;tggYP`j0;4CG65-J(kLJ^ybkq1=1ILnK~@HG!*K|}q2U2zkY5NC+JQp&U;y16 zJtp730}Z%@GJ~yZQvajR!~c&y5C30Er2i)xK=xY?)dPk?Spn-XZh$jV2KWZPri96W z@pRu7|KGN#1;A(kIZ%LK;6CiZHsKH+FgpI8-nWSi`soP#DO6VDRw@z#%Xw7~%X7_}_dP zij@WMVsXLxdH&G<2MY)J>>n(T5SW7?LH&!>1ZfBQhweW(UKoTIPR|Q+CMaG6`!{%B z0poGc0E4K1NC&i(?7n%Br0$y+0;!Cb9tM)sKh1Z=O99tWO!p8dXxe?NASv-c>7gK{ z-?!=u)FlW4ewme$bKN5Z}A*pH_JR4FDy9 z{*fR*&wcX3gg~Eyd=7d8OjTYU&?!PdHvj!2i?^16_81B@cuTBt%|5ko3UX?SQNlHefdy4~R;{0sQxgDgJE3%m7>c|gx9j~wRmy1)fH9el>V9_R z{U59V*roeP^#8@u148Mzz-2N61!x*b?f+IS1kSSmA2i+D3_M^eg`SKb^d^{@V3vY2 z6_`4pzXa$(TRA|Y_sHM_KBY2}fHi-U^t5gXvoF`f(}6^{S$RiKIr{&=RasL z#_q@EKNZt}37eJiKOqX`1*7eM!S`wM-(Y-!|BfpmUcfZho(~+@zw%<-GWQeTzm)dh zVrEcY&`R*QPa{<*IBwwaSJ2E2l?0C-oKNp57F-^IFMv&+Io3Zc2n833y?IY5|B)^O zXVkwiDC{3{gu>tePChrFpFeu9Qbzh8l`=zmZYgj@XzAqPPA>#hp(+9c1^57K7EWsU z4l)%2bRFOSBVqP4U>~4vjN9dVRjhg1A}VI-61vzgwDfJ3YJDWN|np z+ZK(Gud&r%EyL9BQ%x4=ygmW$E>3_M=iG>y-w30d;ZFbC0dB-A=bxo z+DNE`2iCf_6c1315MlW0gL~M7<$NDK))X*#xq_BE(8N7w_&e%v0pD6K)u``0x*h2H zpFGe*&Tt;$)gL^K=NAH9U;onBp!~gk zzPK3g-TV9gL1V)Y-i>2-$J=q{k2R7@SnZ3@a&?M5*FSb5o8Ia-1iLoaosK?A+UL{C zl`e2SEtTghcSbm63R`l#+2@`!US4WjUfJU}YyT?hJZJ1EV0D9Z=e%00i)df0^1X5S zcI|jN+KIRvbne*n-1&`~rL1J8LT{wR#m?qp7YCa!=0JK`k6W&BFltAz1vC2Ovi`vH z+Iy~qd!ywPJ$}Ya!zm>f=7LW5M#qNZiYlsvDJoA4;}{V*ixrK8`vXZ@;yuMoMSb}9 zP7LO)jPlg&wbq-Ah}!2W9+LA&+k7b6NZ0+UOTLfTWJq;G*>PRIVQE&-$i|-AjlNkm za%2P_FjV0RqNP(xU$v36>#mw*^ELhy-Q?H#s&bA_JHzY7lxgnjfdSF}!GK-C?203W zu`_-`#&0)7yGSL!;-@;t?3mMA++b0OxTVuy%_t_7vmdKt)6Hi75N_u?3~3aSn@(Nr z?lxLCPuDV4*uN<-&>Vdg4!7*bC(^?ocxv)FgU0P=PiyNo`NgpHT&w=|`HQ}sbr(DR zBz61oC+2N;HRzmwF7?eM-hAy!CUk1=Gv3qcnsFA$M0{x6PjpP6toXe3wyh*~M*As* zo1JN*Vt7ruUmj-uB2dn%ZDGZ#mSOG5A5~;RCX|4#h-5z2cRGmL6^3mFYq#%W{j(x4 zXe9SDy~(D>hZ{HH_1jzlud%5!dop8mlmrDdM>AMMh8ooIQ=zQcT09%OX1|gio|mPK zG{1Ys%Zvy#9}h%A#h{6|PK0Fjz1cXrAuU^rAi6=RewDFx-Y0P0HJbZ-)Hk*Mk_=j$ zU;fdGV+P)oI697UZsM>LuRW`{uxk9VonK-tGzpng+*T>suWT)ribwb7rDYt)A?2sq z&ee}X*lvXST%}wl>MZGWhWg*L+5Mi8!Ir+6;b0**=bUTor&-pTFmczwjL=Si zBpFyCKKjjfNH3Ui2{(@IHa2rQ=M0lWHDo6zxkdd_S_4~}eA|S?mn}YuGmjTVI6bi; zSR$p)%`FV6e1ZHCXGz0Dvjt_Pg!`S~@{gE>o(WCT@!H>qRQOtnFFw}bxnD4n*(ddo z?j>#y^$J}R>K=#dTvVa+v*4`|Tkm%*BYPgdKwKqKH*mR|{F>Jans-PsTg=!!Z+3`j zH6yF}z_HN`e>vXN+FmKI{r%A?y1IjYznzD}qe*x1MTps4;k=e@{G3tk{24~VPUnNq z)csuURlg{;x0KsOvs_K>-wrobnUkUR*P|on#A8b&;ZihmAH-dPd-sMTKCv(-iLr%P z4g^{C{@d8a$ZGk|mIi)DKzBp_2w|qRzLRj)p+!Rg0^yxC+E`Vc6z}Y*+1P>PgZDu` z*Z#dk-eM0!$t3B8Oh7l_c#BAd6LMos6%$vcE{pvukT%I)( z5%n;R61g|fO7Zq~)V|QCgIrh$#_~K=97I*B7W{BT14qC$(6TX#m->c;8ELERL-lII zuRZH|9v7?(2OpF!J_elS97Q-3`Fr|z+@ZB7=1C+ES6uar6%KrRpP6ykkte!u6!k_~ zmT!fKF9X5O^ntkipF&c}h3*Hc4d2m*;<*EB(2`Z9LG#sK4P(Xw7DOmzM`n@NlROU+KrKug+GZ?NHzNgA|{M2Op;-mG!s?~ zPjm_wNnQ%^rqzhjlxlEr2t{akoP9#L3}%|0ZsSzEJj-}8Bl@1Y^v4TJ7fqmMUbNI? zw^r!=TOXA7YTsf>mtR%9ZO9WhYpZffnz&o%bF&aX<_ftTzct8T`>1LiVczh`xW44qrkFhJd zbTCctdaW-Rz|XdpR^-d<8>}rV)jFWH&*sav-2*ts7uluNR0wK=L`)9MR5E8k($npB|C)rq|f@{p*Y%jiJed_vrN?!$RbjBS|@nL9K5OZwU z)#bjEelKwpJys1r+gL$U(8M-@!050TgOX4z>jSG%6 zn`AbRUsgT)rnrSm@C5zkk39lxhq%2fLt~8seq5?*^k+;P5oW?STFWFDG_>>UG{tzGJezQ}vj4d+( z6U+8X9VetNnK!;-8+?QQ@$zF`nLv8jXpwEa;gh19`n$h<2q$od8bhMN1k+-Z3TYu2 zFS2BQ?Pm#9ekf@(UZDRo99N{W2TKdV3~!z|B3WQhX2_($)(MRX8mE!IkhXsux@qYvsBB?OI+DF{fKdmcDB&TQ(@XwjB`_g zkdEgFcRTcR)qr8-qZi3H5Fr*rEDUPOrQYNQ_w*tN*^x6c{ z)Pd>9KN?ITfkMkbfa`^RH@oeCE(gV5o&@(u%P9ctvHO5%a*h2U3gJIQX zVaxGXx?&HWI%DSaa7(3bz*4dVLhXgAvP>}%+ewzcf0K$ybLVL5oQuYjPU7NE9H76@ zw5HeT?>%OA&2*t;u7;Se2?07(A=%Wtie_0ghu5K>!mF}`^3*DVvDS5o_4?=C`(1-w zDEq68dJDv0c^<#woMv_@KE{^AvZisIBqvzTj<85IiAvv-`bO)fjkfEjWBoK!;N7P{ z%;#dH;O+!1_U7exso!EnCNVf1Oxo8NT_;VMg=!7JWo#ppq^+UpWddP@;o$G6S#hCp zYAr@{@ExaD_KqW!+?2(V#$}Z zxGd6>Qh$P3jb0YyXpa|g2?o{lK1Ad?Jo_36mt(?IGm>k?>jA%)R9FrDT3DmoB-h_|^0suP1FI&hZ3^@CHf;(4`Yx5HoXsS`&;T&7$}{ zxyQ~@xg~SJ7Ud&OISASeeg$V`ulJU09k+vr#nK5RxVE{?{$#{I$v;M5ZVLu!kLZl> zLiKR`=imK|dN+I0VTHnIX;#-Xno$9Y=8-Wai(k7@6f(SgxMT+A@I$6F@tgbeqQ72I z14M6+?n@g-$qGt+)hSko>xc1>xU#|EV@<7`<68p18CG&fn@>_&H{{U{HHroXuSPkg zy?HgIQE`d@{Z#f8rB2n(2hAqW0)b(Z_wxW}T$1mmG&9UDSiL!ZN9^o1t>n%G8LIEO zY6rb=f5TJGIbDYGR`T0y7 zUo0f^HCa1O;Ux2}YUVV7n0xnPT)NptmK1l-ti1xluz_m+NPyz}Rea%GN{ihS?=e9= zp$e_7vYFgbT3L>sFZK#cbyO!P&fn>v10(hdhIL=%V)K)0>4$Z4NaUXeY4!)1==Y!X z3WefYPDPewx$7>Ixs|%QQ%G}2**)`~dZ}4=BDwXlR9^XqYlYhwo37#3QJ)FsN_gYU z#i)NjVh~b3mCF5|C5+Hr`T65debqxOx~2By9NGn+EkA2&rAFz*A0E`_2Z~Fy@+ML( z8(a5bL5N8P;dQZ+irfz;58VQ4TZ>gKTbq$*l-8D)CW-YJHcG!NNWAe(%ayr^eLleA zl=jY-rF~Q0qGoVo;uGNKY#-5SK$)>5iZI@6d*pV8*Yj6 z#y2RB(x@Ygv7zRUL0U^eCB(ejXJCI%+@zRWTtpRVT7Z9fvvy`_H)iZ$ZeQ2vV5&v& zM16{f$mnfNLM9_!$CK{wQ3Cvb!r!yPNc<*lcX#c2>ah8akx|E+kUE_&G2sI9lf-OK zKOs6aPomkP#UM}pu*7|Lj!$048Tz=Eaf!?K9MUsQWMB)mx}<)n_^OexXz%Y=2UqH5 zu9yn2+B}C4> zwhYwv;JdqeA)@)ziMS6%ehJTWp6tXi3q9=v|3bUohEr3}jC4}Iv-RXm{r;F;e_Y6e zp`c*nP&UxUHbW}W7fqJiw(q#R{{02?2CaSZ)QCeI3 z-nB#|BoWI<<0N+I4hgxQ2OjLVzydD@<6jCRT8E+n$zs8nmxFne8lv6 zdZTcPU~c14PJrS`o|W0Ly5gt>R0;v*17`f#_=rKn_=xvmvZEwJN^8==c1&9z+tQ=X z7faJxWxtMo(c&F`oGVvKdE)kH`*U$g+U}}ERAmHKeBfQ-4M1&^&53NtUO`%TXR8zE z{2YRBf4X>sjH+*%{&d;-u(^XZmvl{+@Pn540j*2}%xz}+=b87EY=hmnIwH)NdO;rM zf5fb35^kfYPXUQegG+q6o31aPNOmk+f(P0oGo2|lyg{SrGp!-zVJbQu-FfsqOXSHx z{Mm^Fg*i`5?2UL3!!#)VRmaEI@Bm|avG+J8JKi`sMg5C$9o$y|!T5xXT@f8q zc)6TujFE2)qx!?Yw6O*jr680Fc^b{uju*b1Az2PyO9;A}L4wmK8?vN%de&o~sNV^q z{CL@(8TgRy3R`{PsK`oCx5fg6Mx{a5#y0AsKatJ)h!xB>o{7wU!uZciGux3+wxn1~ zx-l0ki$Sr0c~K zHOcxUbQXg1PH?^+QQ&=bJF1CrL!Y3{nC;^@7yBAa%qr4_G(@KOV!~pXZg{S3J@oK3zj|wM5jiWdyvxRy$j0mmESw+3tIt-B+Sno}0*IUzBVnZ8QEFWEQ zvvNu#?%7Z#Zys)uh*M;5G*qICfcOPj>qW&p4N}Tm)M?|@C`E{qcT)AW2{O;<=b$$$ zAj=jHS7I`EvxJ7Iq^BJQ2-ET=rO{~drakZ2X|F_5V3Mn+?oL&7tBZ9a$bE?ro*~$z zf%n`wh!6tOc`%k`AG}!6skMu`%+xFDClg-E@vU?#=AdG=w`PKoq^ZIlXys<7dJ|V z*dIJ`O&%zvO!e<3bf5B&9hnfgzsz4i3f;P@`)2byB#K+CRl~?kW9yjKq8} znYtu&xw@4IA+ejj{j{{T{1z>vdu2Dijl?^LLX58zQ1bxE2QD2&OT za}As~o6a@s_g}Nt5+ngfMTsW$2~i+t38#a<%8UwOP^H{ zzQy3Rd$vRE_z#j9fgr6}2WIspVLN2z)ZZ;15V(4WZEC!{n6NZOuk8{(Y%bXk-~`b&^hC;wb3CpGIF{;5F zH8^|1YpiQFI;r@sdTt}hYA6c)b%x)1mMrx;qQ?&~N+tH18)gac)lzpVJ5s z$gf$=l2Tuy%rkOW5%;Z> zK|b6zOmbf8orm?!n{DV(Ao~aO>w0cMG;|ZziKZ6zj_-!X;kpow`B*N@^lsHSc84O4 zjmiC6^}M9XjbRIT0Z^pJ$KZucz-{*|PkrXZfz6unBWA{Yg4!C%W%yX+X_jyDs z;p8&k^~(9i&-PZ?f%CmDX3oYMS)PYl?7X&6tA$?_8qfX4oGwX1z7>;)CR$Y~+h-qa zOkHT%pqRm`c%+73wcO_fMtb6u<9mkwFH0IBa~8A9XiC%V`fUj*+cHW{h}RE~8Jh07 zH5lYp9P=9tu}f22-_Wwpp<+o~kw3yzmF5dL1iOb{KIs}JQ*=0*w8eC+GRBZ8)B3F> zNB`2DF%nJq0nfO$rvsDboX__+?F$OUJRuA4UsyhN;pE;zKEE8yCrd}D#Z1{^a71No zVUGjtLuAR^`2#j_tm6F3@ZHIcRc7IOv*Z0Pi)oIOay=B;bkRmAa(s|nikRSV zN@)&O<;=Tug!WtjN!NR;Z}u7Y_wO_KuM%73HrhWMf?5B>1_@z_t(?m_h{CGR6YBPS zGtZ!VJV(51dBP&H-7^Ot{Bq(STeGK;+&4^ylSeJ*$EwYfSN3-BvO+`Hh`63LV20&Oy#a;ww$tzx3mmbuiKYyPdmdvC{UCvo4|5fBUyXu-7Ua24^ zJ65poGI5+o8EhS9J<>JwmOV)GOP-^!R9e7q<|XVhZ1UW<96e>s!5UxE9EG{l{C@F2 z;7}+-)2e1#G*FN=5r%q~5^K+nqDg%HLU<84vE=*ys}iaY0@Jcha?cLuH2ZMFufBN6 zJ2wtFxg!g&-s*y1=K;@|$ZTr9s78SCnIERP>`c%6J{DJ|BAInF#bY@~i0BU%E>5i^ zoOw|-Y!>(aW}(f4Rt@ZoZ?5EP7U=*|J8*ub9G6X{|&Wb9Zica}{T>^6Bp4XWz0c zjkh-bmB@S4>ZNj}cq;|wDt#IBn7;gDE?@{!8r+vam^HSg7v280*fw=ADRsIoae=Ma z)?Ftr6Hzp}+5WC5ZnC+eD9-CoZ2n4n>(#-JT9ND1LsM^+W`iS*1GCjRnK?J3*=ij$ zG1VU2($)Sl)9~ojFdM4Q&MuT##xRgb*{$ybJKZHd{FIS}Y@~v%bd)f# zbTe?wNb36m>gZPZ;(c~%v47fi%i1A_JM301sch`_buAOKZ>zqV#V_*S=}sNrKg0b+ zs0pTS^X;!LM7XXOdj`Tpn6XJ}rDgqYr4eW1fh_8{+%+B&hcY|G6@}_HwGOGufpb$S zUruk9uD&HRNr=o`(4*%3$ut%TBf4Zw$$qE3%|X-|G4M#fz}5fot>EUqfQ9E$=Tg8~ zqi7}j8pHnR5m~ABPN4THpzL2eNGwP$I+{$*e8*<9>td48TK4D&73_ddqsZyJ%qzY?*Ap^0C8B7fny-B~Gq zgC>tU(r7e6~v+YL$6Kg86sl2 zx&$ThwDrFam@aO0l$7t7$UQaRdMs*p0h8;6PT~tA;k~1E(W0)(Wl5D9NKV~eSt|I^ zqCf z2rHi8H4b#rai(ai@7ts(xZ8r$Tu>~9gu%5ZxSN&(o_^2cygI4FzbGwkhiPJKg7XnU7DKFrU~VV} zg`^P17C3)(eGvYp_KxR8RKIms^xHQJimY4|(jV@`Jy!T*e&&4~CvDr_o`$?ZYjJNl zsgp#s5acm*<)Pa6tn_Cn;Bbcv71j~iNXlyCapEs1KkMCv_=;H-ZAMffsK{KdF``{%kb%?5`7n8)>xazL%;V#lzK^;C7)UxJy{)WN?&S$t@qY zI#*y{5^=f42E3;^=EpM|H{k8U}Ir>S-K7q#OLxYT4k#Cj>Hu}F1mvL`2 zTp=4URDb_NZ0}Twb0^(K42Q(llEXiyF~0aIDN#>s9>TIOL$>@<&qzK#Oc8Hc&u8e5 zWeWK%Y!w$XJnx%aCVclh(E5<#5^=}*O~BgA z>C0JGX$F~Vl;Rfih|{03{Pg^$>ymV~=x1zwB)dDs;|gm1UC$X0MNSjSA@0hlZ)k|C z&-bTyoIRj11}8WDn>jsuA}4h#G~>qECK6&o0(&Sbl{+s;D4GdX3j0Ku5_Wy8vuUx9 z3H#5~Cm@?%U&Wwf>Sr-<_Nq&MlTc@NZDw z6vEE(w4&6r^FZ)%1+neRH63BEYKu0a(l6Jsohvp9$UjncT@k&TKYL^k6|>mu{HC#r z_0eI_)fH*SDZVapJiIQx|7AcI8#zqV$J*QN3Y!Z7hYq zH0DXiXHTV()oLhLyXQw;Pb$dq`sK%~#cdIt9Xd191t!|~>G?9gWS8tmab2RSl}Mi% zR<*4d(Iw2azn6KSSB~!aZE+@~Hoxi?{ZVCy`@nUa)7@zpG2C`%OW+^587AAtZWEV!~VnP2p~WFE_9Q zqPG^@2frNMjGmLUF;p3xQT+VH#p*%x)U@^t_H`9jV;|*8<&H1tFtf%Uy$1K@sm22Ge1t=$RE*(00|? zZ!0t#7>{Kq1rr%1B0^r+l1OukalagTPG&>(@_0f{lF}{X1}};HtLdZEf+nI=Y$DOo zhL4wc5n|Cu+_<;ra`<&C;D2ga5_#3a4;}Gy?N*rMvQhRB zT}s!3v@0D|eSPci_Fnz;;D|t$rc_7{%I+z6sVp~6X4190cq|_(oZO2DUUp5VzU44a zF{4#l9`s9xGQMiwY#|N5hK~(G%=dGYvOSRpK-e(oZa3!pC9+0 zKcV|Rur~3`OX+D$FJ7#=B_TFklC*#odFdMKmUq{Hy4~sHL4FTbv4{dT!S~1g8^mk} zJ}%g={I)61uLqg)qxNlfqGxfAVb)xmR(URqOrH?-pK><|tXTv;vU+O!(PPD3-O%<2 z>_5IZ1q9U1W8nj;2-jH7r&ca{wQv52%8XSFiApD3qrdR>mr(ys_~d(b-Lg=Bw-J;% z+LF5eaR>46T4tE&k!)zL;5U^?jNxNE4W5fiD{*DxyjE;?ChQqg7Eih75Z_+MR2Q30oqVgf z3pI@qpGTTDUZxr6X>Jz#7`%pWlOaQ3_&Dov6I}hna0~GI=~ve9xywzvxKhX7zQ;%o z85bS{)s0!SD@9)TMgueN^O1>WWulNf2JL89;DJ5f`D<+ctpbIqs~Hu)4wX;^{aJ*w zKOs_i&-ebo{DB$K4qK#%{pSPf7qGjUi~sq=nTS4e;k%!Dy`SES=h(MeZ-3}^>rS31 z9xCgcGyXaur3A9>^Tw9(m_W9=Wdm?^xxV>#73rz+N=)M-sWGJHm>gVAA`RhGogb5% zC1^^&;5H_pDLCrJ@J}eiLu8BjvG%Lv>Kq6P>l?^RL%AbkMU4&QrTEoa(oul7n`}t& zuSkk6!Br_jCvzNVERDQ?H;F$Wz2;TB$~?S&gnSk}5iY@7K~Czce&8mEZ$d32_C^*ODhU(Fx{zX3weVzV zRL$}lrUc>75bQsd znR?!cynXZy5%{xz6y?vQ?R#*;3k^Mv`#{sbyA|ohtC<-02k1)L3gHA1w84!5yv{HE zvSF3nC|aRNi+!0LCe%yvzg}&?Ex&0zFE3}vC(kx?NEi@X3SRnhiuRo3AeQ__09|P0 zXVWg+(v1f$xn>sih1#h3^|QQf??nXp&*Zwojm3{2b9_tSl2UGJn+~_SE$%w9jy3M* zHb>eq_>|v$-X2xGxRpri3{ZH*y3F;hwT$hxO8&VqWa&}CqplO3JIBW2)^%@uh4YGM zAYsb7EUs@0KEFNQI--Du|S-#oxm00V&~I#oVuNwbCZf|a^h2a1wMLA_PcMA5lcp<5ziIJVK)CE;ug7Ya*}Z{ zYSrhrg2H28^~A^ga*y450$SUiBg*>F63J8Bl)tDbZ)&%m7uQl6yIK1Gu^E($YS>X> zcxWz$Z)6Kp9pfoR&|DIaU(E)M3=!#CUSmYP#?4yhN_0;chAjttIl&_cFsm#nADH+2 zK8|tT-_Ye!v0=pF9_y&f9I6o_;z^rRjoKe~k;%ub)3i zDNwOLOU&wFHXJqOo!LX<$3QT-8pJErqz_o-FJU><<^EhxH3KSsRj1i_qda=TGu_)a z|G4~>!&@YpZBsKm`9-2S+m$C%qzP-CcG&XM}7l^?8iMDTb? z`cYhog;rbaneKQ$kcz3M)06#aVnGqWO-&IXJJ3f#R85z9L;J%VYiSK(-pNwgWhRMs z!?)$-RzFag|9FbxjL%T%VN_l?cQPYhR_QveNRao&`*I-<2q_b7R@A9@m~u_J>~Be- z9}{Uh2kIN3fgTW&$Fx~kac`xFbcGv)P{gZZ({bm!RU5!<^jyH|Z%H6RzukRiTvx8i?$J8E)AJdyC)Dq3X7Zk1Q8v}wm@w6YEgnZkqxMWLr?GLdVv3=A=*ZYPiPQ5n0 zy1+kfC+&tdd-sjTgLaI*T3HMmo;df)Yu@wA7|(OE@*ADd#yY`vX?~bmQ1g*FVtC@& zDR|%_QVSxsQVJrdIA!r?xMcD9bmFtK{C50=(Xnv@u9TW=9KjvvCASlEYEIb%ZO}%e zf_1?I!Z&44vo5a379%2-Zg#h}FnI)-2FmqqBGrmWmhEyPOKhREp6J#Lzfb?G8S$*{|j8zvplIan!(mb}6}91&`98YFg+98tW?%X4s{75pV*393brBEx?mi@| zoEoyClotWoE*lS@J7)SRPswMx)_;a>ZUE@4D4qWUoxE%(ZUIAqaWw%;mO( z067P|xw@vxcK$`B%OH1dA~ovK2#-KSb2#`9GsV^)8Cs18i8)h5hfFc)v^e1HeK8b(saBl;r_Lz%Of5!|#K>fJ+=a-s!M+lRq-VulBcJU|FN(zB-N zo*xW6V%{!sBCF~a1F}c5(M?kkNV=lx&!${RX0SqEXXa*Jd@hqCvOFX-4@3jDKAfLb zDLDH$`hKGc7L*GRb)_rw@yI%Qn4ZToz+&HlqaBo70?JdRt9GpH$G@93)bTKUj`+3q zMONa=!&Q>crS_b=PN6%KQRw}+^W-gJqt#tJ17ZO3g84HiB0~EZg2dIUXs;0{Ppi6Sdr1gn;Z5JF6;jD zOPxAjPf>kCv$XTqSlle%3xqJg$QRIhT8lNe4CoKuU~B!xiiU00x8)L0g@_~&i8{Q; zIQ0l=1zc$hyH3tZlO*p9oPl%pM1O~beOBq=RpGOD{_ri>7}sNAWLx>efnLTTN5t(C zy64b~n7qi5X*0`Z?H5<^tdF}8K%EYywa3Ev6?^zZM88hTlv&LOHr0T(l|I18WaJP3 z%%eVTPd$g6-N{n&V@bMolv8_Ix0A%QYA@FH)T%Mtm~piV}WAl3?yIE;4$V z)$B}WaAEFRbBcIn%+=OfOH(lThQlRD&p>}~*mGvUGjZImJfsUkB#d5mK>C?a$RF^r+L(`6Irc|58YI z<>_U@71PevN@Yh4e=Gu7pPAbc2u^Kxu4bSLPUTI5EUv%|;z z{m(X?Vq=`d&JNE!U(8cYE1f;kH)Mr(sMRnYwkRhfp<ThYDkO_+-ezp5TEpc>AABTT@Ym!+7eap`qF2=fIw5!G6m^C_;(J8-C##kfH zT^ll5M}vdDlgha>;J zBTVB3&0Nxzo0yuVer__Z^LzmIL%A1Ra-*!{CA$Lw&kQ4?5FCL+cxu|;Wi2zdI;MFV z*2X+`*skU{ZSK+miqUY`=NEn>{&q-+o5(anp1V-J#Xh&v&6wSo@DYDD8|Lol?o87L zB%5B-7`5RlBo|wq3W@J(vO0a_9^iupmHNg!mOs*A%n;PKc6CWF=x;Xm_jN5_wy&XH zY_Ie%qT-2Gzv*Xe)EP6a;~bkg!rhxshO+ur z+P}PL7{bY;a~B8n-P|t*)?P9E^dgCyTOC=4 zYNN+8xzB0%K2F+@t*C@wgqM8n1&irX0r)#ZOLzv#S@U9PS&a*IFg(HAz|YR)yuw_< zaokiDU67_+tfW20ZsZ#vMB94TzB~=hwdnh>#1=a4UAxF2PspMUQ;3yF!S>VbrRizv zT-C!rwu~W@;IFeb2 z0&n1zN9%$Vg(X?XI@f5oYBwNr3373M#y%`IX7ASlrmA3NoCclTP!-txA$J`9y zbn2c?Z){Ba35Wzp*k6|{y|E|2{4xTiii2~rAhHz}rM|NF)+9>bC4MCyil6a?IU#Ar zD#Qu@w5HjZ@Ry4(vZTL|YRGy%>%pBPR;|`t*El_b`|p?&lI@{02u%Guq6`A!w?*~Y zkG=d;LJC)#4|hTqGe1AroDhsCTtp1G@7*Qlu=!Pq4E-?rE zoF~J#01ewgQsy=1zIBA2pGIDc{;jr78!o-TzCZ#=D!tAX`MT;?a_7(Y@=a!Ae(wErq0h2zWX|=Qo+mb z9c8iI&?JrlPcd zjga{<-ihrT2KHA^a1k-6qcrUNk10>9Z_p@~7-Hs?GQ<~=^O-VqcvXWx=L-WpcUH6=%d7;^7YJ~@UqmnPT2?BSk~ z1Uiu#0na}7lNuxKZ}@aX8;tcACO`Z9nbde}+JJwZkKNtvtbQ?P`I`X$Sbx1)P6Ja( zRAerO+J_lG6)qa9RP)qQq#SaruTo*|Z9&eqc0yleb2J6=4x>nyV1yT8pJ!vC>3AQV z$y}eHJ4%du>%IC0;{8G)sRKW+ryALq8ubH->~)y$;(a68G0Q_ofc5~Kp=_bn*^Ko=Iu)L%w!f-qD}h5HpfJLCL*If z&Wb-X`j(cz7V8O7D>*lk`%rUaH=Cq*B-z)gWE*Yf8jMDHH!R6#4=ZsEdG1xg)46N* zAciP;yel%erfZS1`nW6E!GwnIwdo8;30fUt_vgnvNah7^u#I9d(9OG2oYH57abSCo z3t*1T2iFFBmmyH6xsE9PqJ~}z+R6#MjCL5464bunk3ES}+&N-ImppjdViXwIxgF9+ zX5>azFnyy9cSi-qY3#|biVC46xSiop^8xB}w2knf=b7riOq>dWe=z-E@r$0M%GO{j zgP^u?5ZbaiXpcF*wp)2QD$p2_1LM8oUa{uLkPxW|S|ukPb}61;#j%XNF$IfNkidnSewzR$GdlT*_6 zmo2S>%hWX!Y6NJ~k4(z{U}P4+VNAh>T%}~#*nfoo42z^mi*(#t5@F6c(HS{U?vlZM zDA1w4629!d-DRC_IGG^O^dSUU)ghE2@j5dE&;J|8dc6bf!-A5NVyoPS&cI+j=q_Oa z{TLmBlBHmsX`e$h&*4Jbv8p}zq3o-)g0`9YIJ8(dtDuTe}tYE%Zr$xaaI5@81yyzAF&Dh*GH zpWb;^Es2u2V}W)%m?$fn3r`A#FQvQE?I&u5FY(D<7)rh<0S9Ve|1b4P2gk_+(^|zl zXqg&9l6joOe1!>13I}YukD$}9M!u)q#*ZnsRnQtmoz%Iy6qLcV|ZvA8-Zzi7wRX?%hN2LvclC+)F%P|x-4|I$HC2E{? zEcSY{5O>@yxsSmjhgnO*_hUaTh~x3)UvMUtOI4mdHu>@u>rWy)Z}&dF;M*S_h3MoA z$2DUDl(WCh#~kt5jjf$);EPiCt7(kZEIo-r@P}10(myyA85n)aBjHm%)`+kv=(IrN zWBoPOdRJjmE+0mtb+L2ehw}xsJ?*V{(4Zj+%022Q&p&l)ik3hAy-4|tW1jtV*e$Ms zOH22obty*APAK9C(A>8S5hjOE6x;Ka9-d4X&B?sMm=I%ES zMh?D+#AP|k4`vYmw)n2XZO^bcFiRsomZDU_!sV@qOaJvf`)$Qvxipd@@9MEm&{Ql{ zKO+v;$N5bT?uEO~h&d_q!DoLFBWQU97&bq%Ga&u1^D* z#C{n>#XwftsPfAEH2cm(e>?|XX2VV@Ctei3pX^da%8Q~1$a+*a9LB-)!Z_&6O$ z|K!duix0ddML%SHC@ZGLn+Z;Sqc7fOYtP>K=37-B-8=r_`04mJObsPEJbU_gFRG7T z<(&^ny)<>?y?tBMew<}4>;iI1UL*oAWTc3LHw@H506GGg8-V{LbP3J@lo#+S%m;2> zl9%+5^ehk@#IqGzME6fTM0+{|1wUYl0QAcx_XtolV7!2!0!TXouuIxg6RH3&A}E8C z>K_p>cS)N8;0*xs5&~ACNJ2u0C(;iCasz3A2@ypUt>QsM0M&_s?Aop%fXDz^%HJk} zBFGqah|hm|d;z}y!^OBl;QVa~$X)pL8E@?--Ke?zcL0$lxAp`@I5dhf&OcVg(5CW_dz%09Dap~WJNL?b_;#asR{?S4K z#OxBt#m_ASw0uxNb1^_lVnHksMq31kx>fprtX^W^0Gi{kQV@{K{#v!hhR7mJwh0jN zYyXJ_z$E@BzT%Tyx!{BY#Fjhwh`@D*e|!++yP~HE0{$9|AJA}wu8>?v2V96Ufq=;W zP9&5UK^R4k+`@xk;sAF5a^(_RBP5JG$Az?AQsyi+xh~(u#syH3>$d>sgck|H13?#r zB22cf-o8m9zz-lR|4IZdIb>H{F=Px0m?AJRv+ci17~r;C!ql$%VYudzU5(^g$&aw! z;i3`&t^=gXCC&|CO+-MzE+J@uOvHbQAwxzJLnJTpac;X@$a5kHHa;N0i2&#im?3@` zSi}E{5Ddoz*Pt|VVHlu~2?AOXaP)GRAf$jLCVVv%1pWy=DxjeNpc>gfI)M8Ear~=; zAu?19<8~O4FYzD`5a%cO2)=!Wf24qh1O;@ID~kYOcS)7;{5x)8#O(tvQenUV0$3v8 z8KD0O1H#&6B(Ihnz{y}CZd-^T6VM^}5a?AfuqhybBnG+`yjpcI=p`7(`-=O9OvHeI zt`8Y0zz(})27$$P$y~d#c-af=(&`n;=PnX?6KJ7F3>17|mjkg70IvbFmulb)*!owq z{*(%$fK0-?>fL#p{$DWwMu92+D+aqB0o8OtnovPBk#BARyL2ZE#4s?GyZ~nh78{`A z0jdz65VG+u#15&(0HHJzyKrXlIbUm7}oPa3NS(Bk<~bt(#v?!lL1;4Al`u$ z4~7Wi1$waFuPInaF=mJ)vK|+Vjqj3eM-B!3gV6FQmk6h#0aN z4}y$qnnexsT&vI#u*_7 zeyL-CTneN}Bszo(z>a`x0MGLe><9n~!Rr49c60|-NCcUL0d&G(PhTSU{zD#JF4Mor zBXDXF0N3(wLaxC_U~l{tUV)DQA?QEw5%M!3gaBEH38AOv2T&xiHTXe@_%7jNAUA@E zyyRV7u>=td$K1#PB4D`W7KGtnHAsk;U?{+R0tufVCITV{mWm^y`$P~qNDOA4pRWq< zG#?GwfDOS#Vxd8#KuWuG2N1UaH44Bh1x2nfV^>#ziN;9Ie>EZE;OBo4m9T3wy|`e) z4TGhq`2k?@a?t@Y6~MT`z!7!HZMwR;w1NptUqt}fiU;8W*&I-$z{G+^AdOz4rvTFn z3YcHloJ2nwh#0Cc4B3Sb;R2SgwU>ht1~UNmBhUg;6IgGTi5yM~R>~MDn2B)$2m_@6 zNce!W1O=^x7zDsRykska)qZtOcp;YeMUfL^Ks-$d;_;6d*anQszhaO&)gru*aC!(E za+(~(W0nZS0|wBQAfE{cfkgmdl;A}K3U&?%{N-l6I(4~`(-c5HM+^by)g{vk2n0Yf z1aadBtT#Z(1U(2|B{+Omuxkn_f%-ei-(X*=0U43^KQ#c(L9cf@`5lNXst7M~f)v6{ zdC5%#et^w$37i9y0|S15s_P3xHnN2zX!s@wkd17$Rsa1X2WeXt)~a3xv%Y4YHZ`Qc3|~ z_-h;R1TT+QDD*0xFyIuZCA?(D$*l7to9KYJhVoy#z&cpb04@mwoq(C=zozL4Y$zcM z=z+A2>R%}@Sd3t@LCArW4?x-Y0gcTL&C$vU!DvE`bYKAT&(sh`ic5$2L5cu-~;1#eT2#)egpxjeN z3wKXvOE+#CcL#fBXH!QDQ#WpDQ+HEYS5pT|?#nk3gW9CXmrTHgL0SksqI}~933$BX z1E)PmXM7;kmx)SH@bUmR_%AHJ%%JlDI?y0<7lR0Td7=Vd;N@IEL6W~-(+I{bF{ICJ z2qChD9>Rc#*+$2^1jvCU3K)1mD2QORHoSZ=VL;GrKSV0C0HrU(wMk--RW8#i!1jUh zK*6N_1#;5w$Rf2_LFd7YpdIL(5X_e_;B|so6TA$E$Q6y#3vp*x5ove_2qTyvj8~n5 z84|f%1DBl(@?D*22<|;8{hH`?7%QF5QEGEpsIfjgQt$GBOUSMPzmT2&8_H+jwNbsINJ0vX}I|>w92f#br^z z0q+oc%{=5$a4@yDgn|?4^7pdc-y4^Pt{Yw75C%=a@4pJZ%P9cA|8oPd@Bj_)zZ+0q zFiHR01nfz^Oa2@Jnk54Ni_C;xGc&;|x~6zSuUVkr`pPzVy)p^B`3sc;rx54@IP(`a z2M)07>woTFqc{Oe^6&k>c0t~|)?M3$gDiY~0}x}c-T>L<`t`3tk-rAP1OD~>zXrkD zyT1Nw@Gle(dQHUxb8u}BJS$!4_yEfFQV(dDe_yZc!NHAdgCOF6-?%mi7S{Fkb@;%P zT|2;c%~l52fA!b=WN>{wB0g}mTy=E4C;*u7uLFN^e0+a#e0*Rd@-ip`kFEiL;PtOT zzP}ED6?<*yuR;F5BLZjW)&1);7yv2%jtD&XDCJO-gGWKIDf#*Sm+J==1jJpmM?_HQ z70T~lsI(wIGIImM0*8W~3A;SY-P~O*O&xHtUZidMIz&&&#_f2Z9pj(4zJ9+mv>_x& z*?|!!JUi9CiD;}koWS30o$v4A|D^s!`b)>}^OJ(&`qbPGM`gQ?^bJN;zlhGnaqV** z!|j7b@YTe-6-|@MO&9C<2;*k2MAbdcK{p+&F4l-2o?T&Zg`z#BonEUyU#s9}wv{Jq z6X6og+KALm-NErCjJY~LWPAy`sWIVlLY&d@Q9)VydAIH$s|0FbZ+NqE)A{dCWB5_u zy278euS=(65-2Si{6|k*qTu0AEB#d-g%?&bdC(@2wPdG_Z%M~O#a)K_i5nbt zp@X>DD&r~E{CFdg=k|Ur;Wbv3<4eTKE)O)*(7Lc#WfdWC?3G1{i?gp)5^HA-4nkk1 zK6-uKV)?x|xBm6B#XV!gv-8beXBjVYn4coLl7c1jASCg94m z=To|aFMY-&sJ*2Y&2bbkf;&7}XJTA+NQp(?v6z*;rya?hz*)0uIxTMssL+BXF7O&{ z#Kub=zJ>=|_}!E;^Pj5uLaCJD;HRt}DyrEw=J!7ML!@_}gY%nu4DWQGDvr2*?#0JD zjjIAT;_|o7-6Kby*E|8>sl%!e4}Ybq3W0Vm!zIf^{9PaZxB0*HZc*zDcQtlK-cKgA zx;Zl9!)NY#G8M6FJ2NCG#I+t>`|)OT!bmFm+2a;CuN67E&tTZ<2_Ae>f@Gq7B#Vd+ zOZ%2VLpM#>rfo=@qn7rr(!NKt!;0X?0)M@*nWis-wJL_~u`|ZG)92@&qHc%l@gI#> z*}qGP&J9>Uf1+YVzL;S$h`f6!dd5Xx^Ha!e^1xB~yN55M^BuGfcBK521Dd1j-AavP zD!=qE@N`FG7hH#e(uJPVvM(E6ErdoJgG+x(J>31Dp9@+|Rr!?o;x8F`9f~(B)@A*1 z>oVPT{K=pAotyN%GN0QABcr{USN>C@vpaKZH(mk7+Izy@qYIQ ziIMq>&K3{EIVI($4|am~SCfb_ckuh{t%E{0FR?iz2Qp;s>2h>ku3su2QmfM<5qr!pgmAz%OBA=HQa9!*P9JdP zqBtJ4Lzv_Aw?41TdUhVSZeo2z$-leR5Y?uPap;0qIZ7}BrV;jTS|`uV3Ou158G3ud zMPkuD)NC2*+^j)tyM|5v&T%gEci{2A7>=I$ZC4*JK7Y^Xo$g1Gmq!iZGY3SqY~Bjc z742G#=@Ewb}km}Re+OFZ$)RHxv9+|Ns z8z<={Din9|DLLlGGKSiS>NHFBgIk+I4S7E$(O+y+Z(wk134iez|M1|0l#-CUL&$uK zSi}sx!#d^m8vj?Co=dY1*s#e4tq!#YQl*qR3d^C zZKqk5L8>1)OF@q~7Ys4PEW^mRZfR>1JD4_bR~QzH3IFcIAY1CVJgh z*I_p!i=gycN7r!z%t1-0YN2t}izE!KGD^0@759ijL#rP^=vbgZ=lC0twE zpHv#d+FOEnq%cxoX8^ib!v%uNNw6A}$)+L32QPSchS zdi30HZb*(b@uIdYGK=ZF>tn^dh z)y&8R6*u;emtuycX&uewW`AloUZuu0P$>1Jr#KiC5G`74&N zP;ox$46}nE9o80*7geY)F5Q1b;TrELTX{@@L?^Hqm6zdH=#M zkDWJugMJ!%DT8&ex$i%TF3L8V=cW$l-zri*uG{3$Md@xavHY{P@Qx2_n~aGE>nO{d z6(uu5rD1IXCBpe3ochcDO(m3_5jfDm{+#05IQ@)nJ5bpaj6yE%2|KL|I`LEsI>uiSw!<-AJ;hiiF*_t-T zzp;+%>b0{xyj-KDmEX^}1ceyg{{BTPt0(>V?H$s! zQ6e+Uhtl?CXN$RG>D|e07$2bER~)5&#B^wI`bEQ88|%I6c`3>Cy}FDCts~{$K^l7R zeJJEwM|R-o{nI1idp8cW_+o=`M@3>n`B!SFg1-LB6j;mVT*faA#jq+|bX0$gj=evh zQV2VXUcQG-PuHc&F!7Y6%UT}pG30Ux3sX)kM_<*_U)O4!c&74A_2GK~c@uVd-i%-y zBtuvEA}o96u5W_ynjka!Anf%YzijDk!b8rO5#+zKbL)RVwDggFddE=+l2QOmXwxnEf$lj`ckuHn|G|D^9goA0VCIrqQOs;E zBtIGaNp&hVWb?Kw^5Dk`d`JL)0A_GJR#+BhYVxJfXV|ia^LP1u5siX;s88+WpWlx? z=-W`a8HCx;yETKk&mPuei1KMrir&N(nPg0z<3770&K!7*yIYh&q=RHz$!n2)7;m4(hqBt>51M1n zoRh+l&g(Ws@I2xe$1u1aw%@5uk6>xfN-lL`(CWM}v%E*F?DLvj>W+w4_%k|#j59Ud z@|F|s5@FeMGF0n@33ukD>(kSt`R%DYV}?`C5$<>R?oz__sU9!wDtKfK9o$73 zh;iI&pvZ7X7Rq8q@&~)$sf?%m^3HAi7IWNI?53GPwmq5T9)J1a=jZk@51Ca7QAAEq z@^%+@rMxBH={B;M2yRpr^@`{z{~Tlc+K{1a)$r7*=XHmM43)y9QEV}a$d<=PCg8MT ztc$twGZ~C7D!2?h9~wBxQ5ijBUe>b-szq~9iR^gfax5!x-_SiB_bajpOE)XFbAIyy zx4X0lMuqk^35(N}y;BRtz^hZsCJm~P{pARAl0#!stsTC`!RNR1TQ_hb;-y?-{A?S( z+u8lNtU3-9E+gL2)mI^#pS!E&@MfcH8lxEc?iqqF8~<KpA`mhrk@MzJa{88=7DA6T{#*`F#-nVi~ZL=V}$;l`LCQooS( zo88m&S#nR|B`a_uPp=iCS7%lkx&3p62Kwscx7CALO61Ya-#7Bfue%6- z^1&bI_aE+6#@*s^20n2%h=+QdHRbot>p$hci}5nLMUvjGxto%+}BlW zdH36$OupOL{ib(D5?=~y^%4etJ6n>MwR3Qlwj7_2c(i%B5e{ep2QSb=mM|r3^*$Pg?$883fCX5?L7$;dhm%2Ab7Ct&6o zlTGn_oM93wSpexm^qgQBlZVE>vx=vVBQpiqd+7C&|4eaxj(0!RqDn{I)Db zO};LX6H}&c(?rb_!Y@gjcX`%}x%lT_hI4>BftWwPIHAX_$&_h8lJ<{|H=f<~G8LWX*XrtW@Pd-RD(09fqnlm38rS>Bqe&C?ot)AhDZYWi^Fk^78~UhnhM@{nHy)b^KIw;{q< zKUgiBhRfV8AGPrep&ixwiT+San<%5GeAa?IC#m7L}wx4q&kGrHM*y={@ zS=?_4iEKM(1zNn}7UqY;Mow0iJsXpq2HIyf{iI|K#q9Ie95}@K&v7Y+(Ub&&2iz52 zEQA%qU+~!S^gUBxc|Tdw$jP&Ss_Bq2*HFT%UAI~43!7Imj#5D%G2B$V>h41)OfOmQ%GuGqh+JTMAz}%B$b1 z+W^ff^JXzixDi^PNRNzt8G2oH+f-9twAQ1$;by)n*EIPvMx8p?$R-H_r5kg|ALKgAWp z_4wGp!U@*PF0O z;=qY?mld1MPNrynn-93}u03qE{yp;++jfd~*n-=r0u^D)KazA&DHCgrRD+xkjS8&EgUx!=Y_1;e*L0-SOuy9{D=8OwHZ>#V&Zu2d&^o zq$dab*IIVDygBusi-7!$sD94mTj+$Za0Q;jgD)O$7Gky4C)b9%p4;vTv4@S!xV&&` zi+gk@sSdI#iC3Ul!yf47gfD8`2N43`q+ z+V%g!GW12wp%s&|9FQN!^7F=jr9Cmymy!DA!A%unvQ&zP#%QD;-P(>(GX|#hq;?Xr zNkm^BSv$Uiyl1zT%Y0{5Xo7P0<^I`nk9i0@GpaF*y*1_>Tk^?^xciTo!@jFm)+cgT zyUkcN(39bKN%W-&P`xe4kIi=2G$N1=R*E|qUT}6W4b3r|>~9XOb(8yLMM*{l>v{Ua zTykrm`Bg&#t{&$6Ga|p1Zy_jchT&MB(X~@wagaY|C{_vbA*#19iXS<_CKb}pUZ4Jn z52ucYlpl{^9{wtCQs73?o>3DWemFZTRxr~Y2 za{7GO=W`pJ$ou8qDJR(Wl;b?>ZbD((e-aA)c2pH!O{I63Nxa_|n0Q=TXjMZ0()v~) z7na4vgHEFf_TQsR#EZ`h=cKU5_%(;q!$#pTM&Um!LtQw~pJubiH_n~h^ALcn_!iwE z;ug$-Wa7EXa^+2L&u8Y_QxU7_vDFUc5hQsIkDtBpXGRiTtYufSHn;1T?|N?%({UJc zeG0jSzELP$&1U<$B_Xjr(roZ{=k$Et?SjJAiT#|^uDki8G>rn5+`h?2von)Sp*Gp@ zikFSyEZVJx8eY}f)@_V$gZo_jPa9%(&(8z(Q8Y^2GRXWsh3oGgZB(t-y|hir{^Z*` zNXCIoJswDsEZ1S`{T_5z>Wl@V_;`y9&kZGykW-89H5KhVD#3QY;tyf!{;2!;xpwJY zLA`0rSqgo$Zc(L$-?U_^^NWSCV!CW+;hWX3OvhcSxi{K@YAAKw1l zUetiH5Sn9kuhx(CW~K3~C7O4sH0Q>@n7QE0Rc!WYt6PX-ZsK8tqICt>g-}0p9;y8> z5y0`<_}+8ppBa(u6Kj*Tx13gNMJ~#d=Z-~#ZXOk|-?i5vbKLO}MsfXQld$ka^zl15 zI=o3YaO}Es6~Hu0~?i!>AMC`8};YG`tgnQja` z(HHG4T9(=RD5M|6Qg;;71il6&C*hz%P-&}|mPh~53?qHO^E#~!oDl3ODMH*L{O7ynw|7gy}FROVU^>Y6p?Rx{8cf|(PR?YAjoit&Bc8wGM zQ&;v~o%2bbb_c~{Cc{8OCW5ddweRERX=p~zbpq)5Y&`5&NFzMN*!=9~0-cc05Km8k z{JC9?SzA=L$jy_eq1vYC)MG5!bSj<9QtGRY^>P%krj+zsR#=S9bs^|Ot)roU)06EM zBW^GJJTGzE7#&LVG2G+Z6CAv~v!+|{w=P3GHEFT%feSNFb-fSal(8g0LYoG4UdD=jtUoHr}aT9@pkU)=oRJFP-b z%eb}s%BoC2>yf6ildMone4Rq?+5>MB|JF$Uh+2vO-9F_u?d@q9+IR8U67xTE!r|vR z&z^nEKSQH`UPDc!^dTPm*-Xa{jI(Ik_+-yT)ZoX&PKvvkj>CLl-Fm3bNdBe~U*#%S z-GtEC^7O8ebNIrJ{D;h+Dwz5#IK9+u&25pnWs@J+p*a+)Oz8Y9PkBwI?2rdi##!rCG^;96Tx z+J)I$N8<6ma(+Kfdh}dRB5f4S_g(RG+r_78(DdNbG89)EOO;53rKs)hQFbw#@RG^l zS=n7W`j!iY@a~(=ukZQi?Dn*eID+%sI#QJ*81~HAPL}BT4KTpkL-S+ z3!jX??`P-9Z8x!L4;vde__PtXjBWp_)*Qi>z&C7#?$ajUUn3u%9x3mJKUl!VU|(3p zepeorcrRR9^g~vEQ$n`;(P!FQ^#^^T?QreUd?H&;j6{^X@5Dm2=ry?X4sYm85L=99 zFYniu+%#q@gUhMmFKR_}b`RZyug5NmCX#w`Ui5J;Rr~Ntgt9M_Fi;h$TN=d{=0ED4 zClIUdf21~1)b>tZD;nJmx#|}9B$kz@w2jl+tE0LI8gL+GC#BZeYlkR)$Rd?0IsG6k z-c=@BKT0NOicRN}L$&u!`vBu{-;~PP;>8u%ua8*uL7aRpQE41Rd3D|o;V7~ zP~p4E5J6R?FSpi;w4_)+sidNP6%NVllb-zKrj;O}>hv>%ClYdDN@`hp7cE*Zs%JV= zDSsiDmoS7b`E?(x_*3?Lx!a;Z0`o`{yZo_!wEDhZ?fb5Amn^%|7{?m~6y7CNh@22V z+U6SwcJF5i=5&Q~2Y8%$H{f+^x%YRR8gsJhN7PIYw34i3AaROT3Hh#k#nC|yvg6Bd z&udCi{K?^Z--O&?)eT0fXKLYi#fu{Q;}5y2vPq;0^XmfYFLdaik_H#wFHG@3+b0G&Dsg2T zKM`0Im&}Kn-y;rAsE+rpKUqt*c=d%i1%vZW0A23pHp`%)-2O01>)}rCN;UOq2S>lj z;_OXU$#~+iM$fi=S2DD<<=wx2=($O33PtgZ%(J*20{|Qi* zV_VXTY%@I3sBe9%g`-~xkHF=tKd)~3_@u;ggqZ3*SdLu4YW((i9+;?Bf!*{CYQJLW5F;woJp31w=5QB3{ zJH~(RoSlkArTI(UV*%w)refWs%&83(9_>r@= zf}~sM+n%En`)WI@LRhOz)*5S(qiZKb@Nx zkqHR7;4sSRVuDeA=AN5Fyd?4%S&?Fb>BOg`ejfxDNPl82NfnmI`U&8aGEYAvxA|Nq z!SjJiHDywEvxWJojftQwUcFL#<986j~Wv9$btEIxO{qc;7Nsw)L5+D zy1$*TQbhNbk3@mDe>8- zS>=$){+dN37kwkKkQar-GC6)GMPBdj_6V$#pK~fednTSD^OSbAEn?;r8-0}TCwr)U zGY5$cGmMqL^y7RuBblBiKsvtqt`mjB?F=V;1pqENlq)rv*J zFj%ju$Q^tnVv*3kmG)8g$%Fdlvc6z7RJZx_(q;Br$OcR*yqtjr8-ZgCylvDQo!L}e z!ddc2KWS$o+YDa#J%5H`%^c!=8%K`zyD_B8Zn&~{3}(MZrJ4nc3GFuQYR9#{a)s72adf&-yW zru8d|9+gj%$U2z~2uMFZX!?2lfG822ROVb-o`SB3t6Kn$nN*?iIql?~kPVI_si?G> zDqf3tqT_02B2Fur`F&MB|2S)tyzT)LgUoEU8}`DG9Pi$@Sib~47nqaTajI!&9#pgO z)1sVeeaV-Vn;2Cg*`RFeu+{tgqbkKzXG3w9JTraViT-* z_%rR;W<20!jpeMDZ6cMVHR;czF)~Q(;~*ENM^VrG6KAS!zoV6JK+OOX#Ex$HuuAo@ znl72%Dc85;1a~|KG!?Y-wECwRm;_DsRKjT#4ztg3ap3o=4PBDWd-c(J#4~ksS~~Wx|l<4xiRYs(5cD`?}XchY`f6$GEO=`D8&7}^|4^IIYVsciBw zb*JWaQtRQB_!vVb;b#k7bbHfWa>FwegEM;!nvVwfB}*1xnBf_EK<8*v!fUkNY-~CP zylm*Wp*xbXwHyyiFZIxb@Uhz3B(pW?Ypuv|Sw2}fDGdMmye5?JexEesxB7>sZ=*Lt zzcDbY%#_i+QHoGQ!4bYE-Eo4K7~1xZ5t>rmi4z9Q*shv8QHOP3{;Nw-wqAtfB zncqDel7>s!#J?g%^(G<*U(7-^7eAjuR(cYh2`#&LC(evi_O)z`KMXH`sDkb6QJ{s% z1Ix0~pKuqtb8V`*2j0@sMf|(&A#*wYTM0$-?8)^IyDjDcA)5#yu^*$^eYhK=`cfV& zf>?QlU!<}16dAQBvl^rFNwlffQ}alCL2o3@1a}AtB^?!l*kfWNwe@w2P+wt<+IWuH zP&n|C1rVXgJ>5OV6i7QX#cEGM52lbo9l0SO0uN)zi+=Qi^Ok6Y);$$^4RsNt<1IQ( za+|3X0%gzi#C2!{A&bWp&y9*T@2ai>!_qJ16H(<*frk14276ok*HPsMF=Dahv9;yn z0^&Cvc`VIQBTFhOhlDL_19Dl*W0@?&rN2RK9{Gizek~(_+$hReAK!4HD1VRFP~uNe*O2Z5~&B)cQ!g*sSHnF3D>c% z1+tjc;EK$*j90Xqilxx(xO{pV(({0Rg18rwod2`J9*?KEBqH(ki)_Uy9j34+*}^F; z#M%?jL!@K9_KTLXy9_FXxE5-w-7(PcSKCbIn5GB~iIjm^eka9JJA94-*Uh3C74EA>-#rvHYq525Bt_IoVq`s?G(L!Kw$ zIeQE5)Z)Akd$&O44TYf|V4Hc3M3nw?mfBkv4`~9Q$f&5E-rMDIm=|sJ0S!uTsxI ztmM!c_PNlVnUr2seOTi&WiU;Uc74(tOI^gV$6;FKdwY-dk8T{gfr8zwL23qNWbmG9(>M)0$(%1s_x+#EY%sqBUjsUp%BQONOC8*iK35h=(7! zJtc{cW7m>S8<7r850u8gv#q}%()iZZ}u zC0;e<2U0y&Pjip<@b$JQKM5!5dp>A8ZoR7Hs&Ml?qFsvanJW>CQh}y;WgArehn)AP zK{a6w=l&0lI)_K5l-{4-Ekl3D-(lZ|+o&EFrgXbtiDTgV8UH#8xbNY{iLO(tVUjUv zRS@s~Th7`@xcJl5hz^0KxYx0>5NC6Ch2y>Gb1(ZImT7*z8=m{+lqIsHT7`?Z=h`p& z>J)g~NUH{AP1QnDjMpFN#5c+B*M$GbhN6FERdEvdutsTx)%fcSGoo|_!&NKD4?cW; zXz3A-%qBMV%%OSiOk=&vs+X0`jW80<5bcWZ5ovoOv^1gxg%h;r|%?ZdsI|S7}t-o@;or2L@ z;aao#NsNHOi#%hP+$eb->z4s4&QbS%fcQR<+gD?w%RpYQqrh=*L(WZNzm|vt&m?VesilP4k4) zy`VZNOTKeF1-e+6tOgn;RqC5w8PlFO6hYItYL~8}_EJB5Z!w6!n-aEehB{As_g;i_ za8ce*Zr|5QFQEd@lsE1WwJ=daNc^~|my>70J#D|j0&f%3hDMD$*fzv-ijX*490Vww zGxwTOt%tFM_$sO13F$gFgNrn?euP(f*V>n`7(T>)zrrXsnp`@G!33vjmlwsQIj8&g z-?;NaLUSP<8b`Xb$?UY)6ms~)mIBp3-?pHi7noh3vax{w40W+uljg8XKy0GC3=!P+ z&Myao2X3gT?`oM_#t|jcQ?G084nAZ@*3SnX|ITQKEi%D-P72kcN9d$~w0{p(q;eyP zUlN%N@UnBny7=l7lRx>|QYSuIN%J%DSNY|HmW-R0UP8reuf$bI%~iiKeabo)_M9b_ znzn74Q(d>Jo4xnr>~td6h%r^BlM(NgPxnBFMb{GY)oFa7tSQbq8=nDMCsmry^wlQ;&2O)`gvsNJI1>_N(Azyi=2*_tDh~aYJPGRFwqm+t zOK_3Fvu&@1H}k8+-Ia+}0qZ1$-eKM#CHET%;hmBWxa~*YIl7)S={GBz2dspxx8&cf zKUyMxnSB5IMH6YIYN$%78Y(rE#W0junt4@`>U&@whc#xl?)q0JR@|Whww34aZ?7=Z zDj3{ziFZ6JzT=B!k_Cw?XuXxX$>9*N4wI!xupNKYQHjZYp+MMfz{)2*&VR_J;GXni z_y#6j-~`<9^p<*0NAs*Bc|4BKnGK^5L-U4<1Chn=z|0VwUu!S&d)N_=f9N>}KQ92E zQ+p((`Z!%dRM)_yQ>=?GQlre139YKb0{Nkps=$Rh6{8pWuJ)gdk<7Z?mhY{T^nT!X zyUBW%c^JezqqOH$)a!AK$}Ph553NzHzrVu8Nd*Zr`1>y&bkp(m-zkobBz2y*F&mbp z=x&LGeVnzF&HM58(ft-^WC1;Sk|9EuPg9Bne%4@ThhvPv~X!R}RX?5R2%H(CJ$J6Y|@#hOKZaJZoZH;+TO9@5aYE#h0n&LFd;=Q}ZnBqhR zzZt~Ym`4$|TJ}zzL^dGZEQx2C;irg5&?Zl`vaw2(mWqCaex-D0%SPPYU;#+uqvs!4 z$s-C66p0t@#vYM~dl7h#ujD9D)+TFfPv_oQ6x+;YE~3{l$yG3p%ky~F9A3d*1Y^X0 zKIxBB#h6$z;@H4M?7K*2C_h09!p1@fX&BHmJVo2#p`%l1Bw3~r9QEvz7=*gjjlIQz zTFs!BL#fh{TKL;dtx}#t3(1A44~*os>fimkIwi1OCrAFMJK_^-{K%AoG9J2L_6dhXL^l(+q&3CX3qjdyPqk;-x1&2eyp8Ms_+Yi&6RMQf;XX-UpISzkXhghE6i0lH8S+>W!Vs@f&x`*g3!zQFA;uFD+7uO zq1?O(h>;v3Gl2@j+S1+F$r%Y{htQxxp-5GBP`viHkpL)}0R;emTk-O7gQCV(gb9Y* z|2E-6s&arDwtt#{>LO4WA_4>TEY~Gmpg0q>!F09!KdtzYs+vAL6@yX6aaP*X)g02TN@g?@rp<=UVc5C$qoz!JKQi zO9h1`3ew%i@SVeIqoNyG=f#~q>+}}Z7%4U~BBtrqC8n97n3G=GSJVd|D=1dceO6Q) zc=;pE`dXTa8_6+O7sF&*zSf82@o;zVFsoP}D}$dOjQRTd9uJI8$_UfY z(bIRMzswo7X{v&2Vq)Gvec605USUp5OsuV~9T^!(g;s|Q3{*JsX;Nd0hunGse)RQu zOS{nUz9l3iaB*=hh;#EU{fWmqI5?m%hz&)Xg5Zv9}-Q9vaZ}Qz& zf4%!p)toA*>6xCM-CNe)y&9fHzmb)ne`S8&M>3!F#mm;5Qqx8V#4!69ol@$dLe_3R>eTVACx3mNoNjh_=Su++2l>b^onUz9h$) zA_u$%ZA^GL-Pmu`5hpX}C?NGEX*#3r^YylJ+ILl~xjKGJ4YM5#WVqlwWD}U}r#gP< zDG@U>GxP1hsVSAS^g!^Gb#kNLEN%jXhgHt7bSjGr42t@-t_aj(7FZP?DSQ^JnV2SF z5W$=7LdJ8O1a1^U4g~l1Ben5D!I?4(aBxsIqf3%iDYbB*(~GeygBYoxE5+`*P04*t ziiqu7pDCNXn27GS%MmSYSSZLt zkm4sHtgVj5kH#W+z0>tCo6CEy%CA>!f=U$9)*H1#|(OIP& zzhM9R5#4|RDn8nMGc+tPMbr7b&x{=6SRpB*Q6M`Z;+Gv$V_sSUe#95|x33752npka zxFTw{Js@2#a_9}v`)iZi0lV>LPdHkG!^-^B6lCr|JZXo=8Np&iz1p6>TC0!vg0a-1{q}) zzGISofR1cH#Q+`GK;Y5(n$#w=)ld(nMK}W|NCO@8QI#dGpCD-f3bXSZWmnRd-G$!w zbDqJ>p~yC@L9c(*8h*(z@kt)JXN4XVfpktS6jJf8t0aS#nAMYN(s_dm%2ec$Y7cEF zL1RIK5B??kiA(u z_oL|R>OO4-qfsOdMt=N6KtSN*mpzJ4t7F=R=297Sype`~z>y0PQ;28Xf zb2Jp-Lm$#yp1AYRGJk^ghwM0cz+SbvXE4HiNZA36J|XowA#ftYY}!n zfV|E!Aru+cTmAIQZmk(qrRUk7Y3KF0=WzJ(VxvQ;NvWWt19W!r5wf|Zg@GPK&&SW- z@qFIG((!_symP-N-#hu8ez@SMvo^(WIez~K2Zmfub|gX_$?iIVSsHlo8!$XUl?(l; zW}EEP&{Nezf7pH)pZsCl$K#c(fChv@juy&pl!6+XZHlbE|B?kQq3awa1huz9Q{A?y zq2Ih)WZSI%)HGHmRG$N#pc>TBaGwGb@b+jmIslT11%n~4^=ii0l$CNbIatvV(4G1y z&TkwBI-_w}=w-9=+%w!K1n;%3*XlmQNz&ruA%#ZZmS0v^CvO?cy>rfiuB2`lxs%o>=p#s~Y>dfv@=54}8kH1t2DJQk2YMiyT9u zKK;~10Wo{|-@?#aIM(pi(2H?c`M-{Dj_~;NoLe&gNs_9w)&n!5*WK(1jAZRP2_U z@xpJ7fLUo>J5V0x?pB7Ald!6J=yY=BMLpL;og<@5Hg|#{K@g^`fTK_UEhJZ5(lSs*6*HL0iD<#&qR0 zD7lZ`pGqi?HvXgKC~wAsNH5W~fvKS_Mb}m=;l^rvo8>^98EF5?$oEXw_pbaVJUrZ? zR`z|qQm?x0PFG87p;WDS{HLIvhK7V&o&r1ZA=fNb3+4;wj!0nJk^0A_;|kW17mD8^ z=|eB>GDEqic8kpAzdJo>MFdd2wndyA+Uw`nBWZ_QlwA84MSr)YFrzHVQ;o7;@Nn}S zt!ARbEnCohLju{IwK@O$Ffb_k?8JsB(2*t}IGkYAOjcaO(45DA6I2?TJ||7-%aSeBLi3on*h~CfO1mAc&ti zlr1Q!W#OI%@$quZ$^Om@Jag3GSyD_Bm_Y&`#s#DccicCnZ5D$}n+lfjYPK6iYJWOr zD1~+#?lheN116P_JK1T`dAdNa<84oaZ*ozaJQHkgXU1t4Gqp{+g;F=NoT^?k-1+q6 zBhh44h|!>}OPB-=_pLH^$~`Cg8<-pT6KfYm9eIu5W5PV1+#o!3A(tc-bo3YjWgadG z=s(d@V6kV9!h^%i#?NehUPf8`aEKu=T@Yjf$-Jcl|0X+*@sOYj9lK23_a= z&n+CRVr}g01>E*W0aMaM{kyf*&(t)CWl?iUO!GTaL!c8UL2RF?SMP&gc6C=tdAS)% zOwA|%&n73@)2~&RPtaz@+6SP%Gwi>;V};_^eM_%d_VM1T)r)1?ezETApHz@@WOijE z^`!amp>H2!s9U?sqadm=B|im^9!6itv9f+^c7O6y1cO^OReDOSX1R}vxF(#g>H~4l zomtL`_CvM(KqWYG&jxEjPmMBdUW`8(@25XS(?&-}Pa5d3CtO_6GBAL41~&P!#?Q~s z-`)aJMqpk176Mn!!Wu(EVPPcK1xV0Z9}I)j(+T=Jy(J3@ds`<8pR>#i$#LNRw572* zM;Z8PCzBWL0VqaUG}izpa-gJN2CUl&ru*;xyI=jWwH<#$7IN}VO@e|LEzsmbSQOGs zy97?{$HsQdszYBK-|kRfidsq4s@4?HueoHC@8q$cdcM# zMEaf)Z@B37_uHkRm#n9PS!@~`uAw}Od@ENqnI#3eE*zWjL}xJ%EI^!+*fa;9fHdF6jTT({7~RD&!P9E zx9Atio*0Oi;D~&Cd(*c!{Ur>DBFz^#!zNb=6@~IJq-Z?T{MYhVx_yGognnx1mR6+nI>- zEa1Yq^}yLL)me%t&Y-!Ye2r9x5flvJxf@d zPwk5S1AF)m6GPh4mh-8MmPp(4$B~%FoA;}~1Ej^&5bE=x$hf~uHV+T20dH1{)c@vk z>&th4ZyB*}df?x-#&Dd1f@ilreKd9ugA~v6y+qKljO_;zSCnuiL#3s3pkG=&emj^O zO*E`afVVt8KK>;fHL-TPI6Gju-Jc&!7QeP943M@fF}Gh zxxQ|wp+T+BLfyB$ZK|b(%XiY^d10A`)elxc0ivWSYj-a%JSJ?U(2!j>u9pB|7?;T4 z;NV6zUEOp_9Us5HeYnsdXy^u~jWB&E7kV|>WE2=+Jvk62X|lVd4)J9v&f5Ms%ISz; z7pY!vblHjJS#R|EYf6TW{%xpW)3*vTqTTy?zr4DAd2KC=--YP@Vnf*HhL*O=CfiP& zB5{9zpGmJiM~@sGKF9s}{z6J&`ml3oXh<%FSyU$%7M2EC^D>F&)LJ(8SK_A)WF^XI z`_vF5ap9o6MB>XRKB{t=?{v&q30@L;|HY>N_ebUhm*LaMf7EZ#09^zSOfy6N7fPD~ zY!3gwMf_Rb`dA0A1K9?mGm>rqomi<&dXbDD7xxtB07LrXKK4fiJ-YxK`Ozt=qQBPI zf1)UcYZ+TINBo&;25ZUo(8ZJ0n44fYp`b8Pn-aeyG@8b4z6qUEWqe?4Y~g@r9DhbL zye9DY`8Y0+eemp;4RTACMg4cgwM37O0{a_>1p_gtlhZ|4muRUv0S=DG$$aGycWh6p zv!|yPE!Nc36lP>WLBTE{+$t(6Sy@>RT24+*N=ix~(7PwmOc3CV?b>*H^8CgG+*Q}F zUn?srZvOs#eAtP1b9Gf!Ro%>TW_i(K#Bo|{{(7-J_f0}(x=DOsOO7HJP_jI!XpA$!QTFUH?cvp zJK`rm!*j5+)6>)AbCzh-7)V!4p_-tc$Nb&S@# z^uRaHsi~S=ipDVjvmmOguU7?KAI`$dDoUKXy*}M;y!8J}sBiNXoc+YWz+g3+aP753 zM@JX4k@x{yLtQ+!R1csf+Uv$pr-uIw3FW>pf_rbUQdBZN#7i6aKdfnHn&D)kH| z`?az|LhK!0ahY5N-D$%TTWWww6zX?7rv>0Mlf}P(yM6frjhdO6S)!ww$&${>$S8nd z<8vj$|3G>x!&|sF;(&PcbfeaPmG!|0;97G&nx=k`C!)n_ApDMSRsv03Oc5p$d=iIj zf*#EW>}7?d7|&~@;sRRl>gs4}3Z*k^MjL1fzV1kZ*c6Zf8f%H!eQqyk-ayw9#o41u zir^+!i_R52O>N#^8dXKb#rM|}eW<9aA@kPbNw#rEzMY0BN=$}`5*7z>DQ z(t;m^rLGNtCIf#Enr_!}Q9A}S!teySE6NapFe1hA@$muuQZmrf-R+DSC3Yh%oR@(_ zCKX5Y`FxAKCBPuQZ^R4RZr-o&U|=j2!$@6SJWF0~#OFrk@6&D2;2>o{z*hdjSLKHC z>S`<71@1p?)@7UIF3^M0*u938aXpoT5@L-rikZT`4RZs0hX3 zQ8ZzI95o4GUN}^sQoMA|aMaY_W$f;ni{*K>woM3_iGt3!B~>)QL!naY$Hyg`Sm>euV`(4%=Ni7k3CJqjrts zJfjmo|AxynczV9_`P+oBtt~x2=&g0X!|@fOr^v3eEQ*nd$=AncGc<=HnLt)zRhELw zdg1-90jOg^l$X~poF2q@*NE+CxqLK46MA4KKf7qN;s~%+HZV0+_3?qDPOa`>ejhOk zfrONgTeAx-{4Q=A6&1A^ot~cVj9aQM>z{P!cqdV!R-me*Fa~>@1~|mRFPEBPWu6!F zsy}k!XDw(0$;rvr)&zalkWDbjq2q@%-;^*^B zHYmiy15)zovm75idqsJODE9Z{Oc$3#RlS92m8I4m8lq_dtl3F)THJ53dX5p<^mNzTOY zDSKF4q&~-3T3TvN18A#`n{U#Ls04{?&Z15oOq+kBJkF-C`Y9-PQkdMnjqE7%q@~H| z8(7SKt21b!qM^|v@foD&;PAZB5C)da&d{VpM65X0PfqGV-jO`ea&B8T3nQ-!dxr=TBIJr$j#yAd&*Ya*tm0}mLJIBefB3f zBo$-&dR8rO%6kC_BYylSy3MLKbdVd|)N@+0wMFajJ0zEqHlV$ko`P%5{LX;(cJ5gZ zWO}5JM_7mvK10zFyeRKDKe;b`1SugbRQ(~b+Ev6oEGa1}DyqKlkiuF2e(qL>S22~k zEDF1~HpWE7%d4B)c=vMs{P+^su(AFlvtolUZhD$SuU=YKc33hqK1z1=&xnDW;tp|c z5gwfeTBAvDLPG0U2JtPsq$j5p1|ABoL2z<17GUc8V1;VfDcg#8t>FsHROucAVp1ITj8mE`VT!L-?bM0oLTrL zD|Fg8*EE{gr7DyG3u14Ltt>62rKNd$d39olN?XIw=@3GK)io<>bbs|0)w=9rsg-i3 zCiLTT=u7fI<|K7@ch|<0R#pAv7#N}CIBYM% zy}iBkK6ob*NP%uI4h}5?QdimTI|KwIFH1{HH8nL65fNu+)^a-$^y7@wkjuwUQWpU_ zMn)Z`p_|$7?j>bqvPu(^qn-k9qiHJlYX{S-6&3+>1Z&p^ATep)Y!FdLf#Oeot-r_R z9@eM0SXjb$sju0fcfZLRStKZ&=wL%1ndB^md$+r!@w&*W+}PCAf}9-b%1Q}yPW^$^ zCisV!x}IQzBCmM2X%KT-HFgfrv<5OLOZj8=IRd-E%$40j)#F2m zxy5Tq+FUtoh~IrbAyg$aJ~{cj|E1^xlU`=5d#V{xjG_eX_)0@dp4gOy;4=aiQfOBX z_25&bUY6B_$Mrp_Ta|>W>hMW*^v?FTy0`m{cMqC^qflIXn!g{_8G#*O#G>O9^u?yp zu{o^gh(+f>06sIH(DgtZm=CWoi?*`j`zgCk0+sR6l%WSsI7`!^`OI z?!`S@!caHD=jZF}l`^wUL}WST17>~eo}KSL-k~7*QQ}Y0HboS?QPgsGf>#lLeB_#g zg7TW&LaSSUg{Pm^TE!EZ8kZf&mf9}Wnj`i-ULWjiZ_^mZ4eWN8MJeNzGR>AK%+Xk~ zaIM<)qB9)}mB}3pe`hEv!W7fJKNmdQ#@xJM(QDUdOnPm|&ks%?A=ojo^p+8d1B8U2q7Xn+els><(M7e7Ep?_hPEF!qg&g0vVF(d zm=#An%x!1a6iTeNs0LKH@(AF=$ru=npnXctF&7O9^#FHqV*`zRZgy6F)X-Mg9?N6z z^&a+gE%eLB9f$nF;)BzbgTk*VKVM$9KmGJ_S{I0pi12#i$qO7Icx{4#?nF)jNsG0% z)?K{Y6yTLcCFCjzJ17lOSE}7lQTV=o)e~Db@^#>N%_>c%N7T`K7JMvFlaKkKi`g*a z@8R#^ftsD&e?Usd#8l|Ch}9*nA#QQvHW9g%SofAwcQcwFA0RJ%4gm1-*M_nh747zE z5P1^Mj=de1Pzx2cKKuBhUvE=EqzaP-<>hvB^evw2wKFaVi?pn&*mN3V1jXcG?*VU3 zsRPj~zX!73+C*Gj(kd%24w10RSh>DZ@9K+-hs4QzC^haaqYL_5X3dHIU7M)UDjxp( z+vX-&w{LI{ntlL~f2sVvz^O9EB)qkcGb%l6ULgMoI~RZOKQ%Vm|l5o}OUa?={Otobw(^K%DD#u>87(*7E%Hv_C4E>BmgAiMn&z z)6+vtOsq?2bg2l$!K)w~d0QG0i9u8)r3pY36B1VNdFXbmF)&=kWG|Ye5IB&KqrZHy zIV;>eA?)7y&a7?Rb888F1Qu5p7cfsme8(C*Z=!GMpZa>4!mg4{Wd;ceVrKd$m+STO z^Pim}X(oEn#YL8Hr&ilqMr#~``|C3yXD*yvK-AZWaXXHG50a2(Vr9KKU8bRGB zxj~rdN4s-w4+x%gk&Ty9<;265NH>jyUbU<_7%y4b!{aTQB`QRW?h}qKiPkJJM^Q4)aZ6c>NuqUo!M zy1GJ2Va86&@O3r0r0Q;r0tiFDXt;m8Eur5&>pv{h%XTNn4C^=4XAfYYj6q($Y19}6QP*K&4)Ea3)G->Jx5Tuy7aKNQzb_{PH|S+6 z+*I!sCDqiJ-PiykP5{FH^G1A|i7sT+-106UwXmz)8$sudpw@PGr5)OrD6u7(E+laTP_@UYQlrs(0pi#IPP zhfG$0goFf0_5^UEM~X|QDI#@tcbonXP^i>3GBPr+If9A!q)Zq#V*U#VHwGo?zpEa= z!^2|}&BR6Or-$2~0}gaViu3B!lu2g;^7k?g0RU(Yi|qvPVNiZcsY(A8JR1?*8sBuVO0{4`&|`?{0`=k^76gvJciyP6Hae*0#2)C2+$gk%p#? zevem$aw#QJIlnMT%wE=f@FDMqhlVhs`@CQpMQ0V@Dvrgl8B<0|iS2G-rzP+L$xQiS5EUSL*ADk>PI zf(6?R09l-!Ro9Pbz#t}$9i{+)GG=B}_-0(CMF5A5|CXASb+)+)!A7YBV6!^uCmPz? zc%@L=qWCB%C?S6Vt$@&R`<F-AEMKiRnMEbNQBNkwA*s zWjBB%Rw+0LBvC-U8)MPyv(mR~Uxs`K^!SW{DzdX0H1OLwT3U&JJY+@^1X{gSFK zNLN=y1riZ|Gg?_4D0m87mFoEji+(P>u?&+b;EhRfb9X1?vMsKzj+IXGR0JU$SiU(o zk@-28s5kiVwv@LL? z4X*-S7gkqM7K+v9ki)nhRXlPed$t`Y^pT-USb8W5RPdTlD5piMM1{jbJ!mhyV2&Af zX$Qj`1RGlFM_OD_QNB{tY_m8Al|47TZ0Tyh4?D~J0(YZM} z{*jE!02PZ=DJTq(h)FcYA2HZ?{&y)Jz_R{G`XA#t7eI{;P#gbGV=iE)m(N`P7|;K| zrs!(z&(G$qs|RV_jpHee?ZfSi~`-ATjI#>~mw0@!ha`#-+o z|K0fCRZgb1ACU9_O6mW2j}6HFpPdAFxRXd^asRvXyp|F#uqD8Mca;Q662<>3Zgh5c zas^uc$B@jT_3t77ks$x?hwvnI%F00T@FpS2F+eILu_`xU10?J~_x|@~pMeYt6BIy& z{9iR98!IOV+rJC`pK?V1a8LDxKW|3Yn(ID8zB219EOT@orUTryAMjB6@oJ7VFo~%| z#1P1%s6^TF$9~iL`>znlpph>X>R9&2Yyx;uV=o))DaF# zKO7!;unSc`|7N-f9-Wxbs|3wAz%`eZ*}A*m7_CJ(=ooEpZ!_YI=s^RxX64M$dh##Zd zhPozmiW78OZC*(w7sGcFY{*IX+GdyZj^pfk>!M%ZQ&Jl0>m?;6xj{TUZoHX5l)SsU zo0yo`+S*!JNKHzbT~tH^7D-4<6wRLk><46dmX8B;+ZIJk1SeuB3AW3}!{K4sTxCFC zyl!?uZ$>-9I|CgC@;gABdUSLI;O;=)MYR-*6cZB@h|SgMu{Ash4?o~`B{@@OU#MX4 zDDbet4g=sO2uRJy$jCr*gFT813qPQuQo!qnJ-{xa(@$_u z#&vgqHad;H)O!_jz_1D1f4ye4@T~5gw&EmveuH*E5)!b{ed$?QuqV*3JFZPRe$u3* zq-Y2Ti*U=#t-kjt?#)sX(mB*}z4~Lvp#GEq9CM)V#}TLmjc9?yelw0GD>t)k)IEp`9Tq=#{7tywFu`^co`HV5F4Wp3iUtw5IV0s`O{S>671BWT0C1Kxy>Pd_hk!q~- zvz4Ecl2zSzEhWVGe@h~sEA;ZG$P7sc38BYG00bP6~dqat#*!NZs(448pJ8QXSP3fx5>l; z+4+g_aY+e@T5ZNgXum=da5u5CcRk9ay|D1wO;sI%vj5WL^${S^rj?2N(31uXmWBAsAq;!FdjB$73l-R zrh@R;fi$zo2_Ye&Xa}*=)_6hx(M&M_b^?NoUIcCiP#6=kzTV!}j+tcRzHfEz3-0r2 zzxmL<0Cy%5EV6aF2kuT$tYeYS;XOXVdcH^&qiGx%%J#OSIt3E#uiP~K_Bpve0*Nwk?Nq*&zo~HWgm;|@d{937KxDfu>xt$3#((;&V#!opyOE#r+jyRA5PKX z$TBZXQBarzULw^f1~L6N zgrX&Pk`BVD#bWEee$TW{tRX+bUjUF$0Tt$nyG%u}?UeUhn?Y*8`8 zr0{bSBdO7XgQhuxzVhbSS?4ak@C&Vs!tFjq#wR^IYYVlH{u=?5o_!=T3Do1Uggz;M zo)Ex=P2TIPaWGGZY_&{e{_qwI&<0v)*lx=z)MKN&>rFeYzfv;2mOqW%(X;KGKZRo$Z zx5#0j|C~~7JupE0k-F3-NGd+_M>sewILdb@zk-kW`o_k^FX-Qw0)&1}OYCLLZyRB((f2f(COPf(sUS8hK?b^3N?Te;5 zW0X&Bi9u~WypTH9$Ncki7kMhSpt;-ewrvVPBTBH<{@3?4nb?;Xzwff&?UU~9io+N? zMAEY_#A|yaBex5viY@MNV&T^HGi$n!hesIPXGk*DOr~sgaQ(!m*g)&E-q+@9Sp*RG zebKmsck5@fB7+t7wm9t(9`aZN19I%_nVLqxyseL~w%$|3vC;ft>9zO@2xEP9_F?EX z{U0FBSQG!l($eM$9wwfIpC-z5r@-4gqIJ}@$>U{@gy^?eSG)U?3_i8Z5y=@iRLA() z083KB+vs{MfeD2ZlrS9|e|-_oM+2n*2u@y^ERUdr)u3fsjN4iB%r_NnudiAu&wx0! zyX!ohHr;b=pezlGeEM{9fa@jdN&L}77h7ZQ>KD7K)A)7DveggiMo7qRs|n5Bm}s@7 zaR?VR2+o6H4P~DTyLNnF0^@w5BEUmg&k`BHHighynj`};FsgDjAaqlfh$l(+BBNkR zO7h_hBwSi!r%6=OjERZwKIyz;|7+RTPw<(@(3$m*^Pot+&aF>LW!WEWM_ofhW&~g9 zJx)Xzz*m9U+KTJT&5%{X!A<)vd#(T~j&9}u^&K35;jn%En43H6gISVMRE=hfJi#zF z{=?GZ8gvn={5e*DZS7RNOAT)C-E}ryW$o7|(tiXL?grpRon*Cm?#LM&buN03LarPEDloVsCbUq|g zAB7-zAME_*;$kAyR3R7^HnN9p%xhudNkRN3FlNjQH^yhopG(d+1{#+Kx$QH7*$qie zh9l%}i5blm9Q^AW=K7kkxL)&+jEgD7g&{)B=kGI}=3+Cj@tXFtLG5yGZfng+b4a%E zQWI#tgJ{Srmtpo1z~f1Ue$i^=rD{{Al-t^V?2>POYy9kD!|mp{+G_x#)V+1W(@IWAaRSAJ8OhGho|l&w@bY&6s8$;u9zHxg ztkoLuZyga)Ti40Vw9lFOe*2*;4%M2?TUsa<&g#SD=LIL_&xt`bay8S(u2n{!ZUzZ+ z_LfGi*2cB0y2foh?bL+i=hp592B5X+X;lyi1k5@1r!nKfx(~OWeyY%6ShY-bs=_?Q zC1slTH)7GEF|kw>6X?8duh1o#Pkj<9?sbC8c_D!BG{ZTN(QC_IJN~oBnPOmqf#$s` zl3&Ei%8D?yKPU*w&)Uu|IySa&%6eAmqE0eA6w+EJpxwg{>IL7C0F?j^v^0nt=#wb2 z(f(y`cA_VB;B%AKkN9fZ{>oC?@~J@q5BZK7vbfmb+{OQf)P!^lbP0h`*IK8}!3*f$Cq>n^0LxUIEnP1<6SSh-*2mxt- z;&~R?-BQd-R;-w zqi~I4z2zo3em*3j&K5VT{FPd^UtEE3#6j6#WvRgPN3+Dlpy4NotlO zZf=Jd7$jU=B)JJU#gq^;ba2GQ7e&GB-{RY~BqdLyQyxql1^0v2v>y(ukJk-#41fAx zw%P$*;dTWzWtMAYVS1C3U;bQ9#L!`DlAWYN2lRn9?qCly-as7Kas@n(@L7H5c|MJe78G%dv(?6!nRDA-PzA!ph4keeoqfkmxxDxc z=?{A|I%wL&JlEfe{)uL}BYp2`$>;^M0&VK)U*F2^?)HK=_^H3ip~gr;$4ZWC2>OW& zp@J0T&50htIpaJfrI26tVPVM)*5;U4Si)hQ8BvWOsw<19^l|UX`S>NKs&P}g>nC3B z-)T>d_x7+?M4ZZK%gT>@?=dyY%_t7>7aJkz@k!sWT&!)EuRP%qSL!{rb|f8aE6w&`4r znBt3V9n@y$yP9#KPL8M0ZWn}VU7?RfZUKX|pu6rWr5jec5n}5x`^r98v zHCxU36Od31IvNow#kFCOJ`8{0lM*cIFUeWY>u&N+TFqZr%P*;NX(kSGJg;0~JvAS^ zqayNi+F~J%N=g#NUIiJOdhAdmkFWT)C5&B8<**IIRV!{?tA`{eBKS7(fL{M3CEeY( zeUs~+d4v|qys?|o$asaIDL9y1X(wC>?2N2O?EuWVYT3ZdorrC@cUw2ksI3j zsbQlTGgSc_rnM8+pxE9<2lTWpSLW8}2~}DZW_sno#^p!ru;AD|52neLzI;HGuPQ5q z)kQ>B8k6e0qt8eeT@W2i48k~h+9p(XtlyA$LF$iFDIg{;JbNP`G2-Xjw{E_btJByR z{F2~gk)HM5179WejStb*4l}a#2*1UicXIdc2ZPoSqEIxf?Cw`sM9^V6xJ#QKEgAQ< z_2mrG#^Y`}4wO(`R;x>w1B7_|=JF1l^n?U9zIT}Q0~wazWgl+v8JqHcsiNaZD%vas z?&~)}>B91(;l?lodN%zWMT73<^Can@Ak2jFA|4c25EkL#*g@dz$A14XGjkP%bhY>a z$1YaV#C-hyXyR^16C^^ga8$}=u>;nmA4=P(3Evfqi(QNeF@!DkkY{60Q>Oixt@MFP zna-M)=gsEIGL_yunHD&53dhO0YPeacM^0D_lMZ2 zAZ-+Gd^*5(pCw%XlwA$|dPf8YS0keH)sx2$a%BOnb$rS_7<6VPUb$X!FhPxsc`@wZ(UE>O3<@?`!sbBa-g!(CjcnA_A#o!WNAN&}luSyfctL5s3 z+s2P+pOikIMSV+2?rfvCwOtAbDB!q73tYpIlwf)}GrQYkK=`p`r2_vv%ZgYR3odVI zK71ZBGcNV)4g#?zA@{Je8yCtTJNk4 zij52emh9XVc~oT9`$%|1Toc5sE%qmxF2)%&zv7are%5^b>yhEr=CMB*912F+ufs6j zKV`}`r_5Gl1Fn#;CU+a7qS)mMyCV=p=wv1WMLleZle50QK^>v8W(EZ%D=1{zEgWtT z13;cf&K9U6C)iwps2Mjn+wB!jXBdvUzqq1t@eyWOs~&*>td}EXPimwg^~t(`mpS0? z^#u6OuX@FAKjZ3y2`gaZgY7XVt%Xo<>&)KbL3y+Al#_YtS6dH`Yd&i*`{*0b{644MFCYu=$Zb#@z`{t()Em5>MHPa;gGhm<%ZS%|Y+j^Ew=)JixlN=iiy zx+4LoDuhoSQQgQ;2XR@%^=;EwpOkn{HY5QG{y4c&M#QYO>oxbY@uoGZXw|O(1X+}F zYj}bu*Z|~pJ8gX``&y>kaRmttE{6#ccLEdseGKN*n;J<#|LF(Y}Sy@3W)jcf$W6+r+J4GR*Pvw+mB#*$q(wH zUX3~w;I9<8S$sq>Ip?P#R#GfOBO`w|@}{orudP`bmDiVy-dK1cY-#I>2aR`KRZQGL zG*Prb0kH{y z{)XqpXk;{;o3mm88>;;NxbY5&g!&w;P4b}thsLBXf&W2laDWSH<=R6<9%b~;%!oVd z5Brdpzab_ zCbP7(^ykkXOvGl6xi|Xbub;T2<3C~**xG>Cr|b<;NONdryE00IkJ6cNE@^EHNi0H4 zAT+YFoc(~3IX2AG3uPLsyAcN3V~NGn8p??&RJ0!bz@j|fCzHPy*=77j_31HT%n#`G zp--^c=V**ZfAuk_;QxSpmU&r}4;|bl(X3lMSpr@V>4PU~glSgf1c=kcB@YY8e=R|x zz{$uW@e%ch)WCM&l`K!G99J06!aPX`d7H78eERB)v|7ZX*FCrV8tOSj)FT77g z*knA$aBv_UO-w>pNlMm;vlF>Ton0^zC0=+r1qe>CeM|{p^i|{Q`f>z3q1L)RwoVI~(aw;K_wqN52GDV?=LRC_^s#mC1&jt<4Pg zOJ0)l62#D=yLRKK^@xrz(5JLNMGeEDp_U(bRaG=MC>iS7qTOp^hd>+uG#|@12`EmKUw=lS)_8x+6_vF$ODNJ>eIbeA+pcSv&pk?!tp(0{A<{d|w_ z|Gr~5bPvZ_bFVe`TyyWW*1WFEuvNCtDZk9wD_km*v;ADyTG{ME>*KB>`_x*%^7{0M zirmZ`9H#bCZ!d9y!AfEkI(NQMrhE4IH<31Oe{EW8*eLLP%8T?7!f(V{EUFxDK7;*d z&-2@)KV~t%^7m7ref_;V(*gW?GQ~j$I%pN@G-{JOxuxqHua^{D>xT!NKAtLG{{p%V zQfRf07Gs|qMVpWqU5}!Zvl-2s)}z~ueL`!c&)m!s0=|E$ThRtr@>X(+%-_|OI-kD7fE^z6Qcg9{y4+aNdGVls-9s^|#jVF} z;uz$eeMI57?JT@;nR+s$tjS&{uck&M6I%{c0V4B$Ji2I-edsS?jJ%>lRye1-B%g!T zy6E{4CdfV4w)qw=?Ngo=_~pe*`r-ZBESmvyC=nJyf6+%$aKuK03g=^vH`*|o4afz} znCT7j)BBtl^XI6@QMo9i1W?RuLaeD3In%)yp)+iWFHv9CRnM#Cg54>fAY+f}VN?4; z2>ZDn8G=a@1Ro}nT0K^_YW91Qb`ajwF&x!{1e7XL_*fK42gjI{z_)H%yX=HYc#@Af z8G}Fl^0#Hp{4HlH{lTDe1dqd=tA@j$W_tuLny^o^meTEadGI=V)Th{Qk8h&0UVx7` zF8$(Q$G4I+SF>QEDYLl)*ots?F$t7O{dO-}266_9B$X#fWJw94Wn!gi(k4u#bjPN% zqKN(58FhvAzwkLlfuls_@#XF7^sJ3Qbu~I)gWnqa85i#tJ6<02X383Yu^{N01l2Gy^oeW5!JO z3d0I^U6z&^mlN*?x5ur~?HuknDl1z0l0A8IWx}}omr_5p+Y5Xyy%1b_Uh%S_XH+1g ze@1NIt3A-M={)|X?)2b(&uf5k@amTOXINXv&KOTd&rt<0!pYEL!z?cSb7AMat@*wA zyq>rhOz8ti{`X+H3kUzF4kv_Ki<*m2HT*|*Me@5jy;JaA($N9(wd#U!B#7H)v!yM| zpncBK`lL4eCx6z@t;o%(xrXZ;@2T~@1F{)ae5EnrtC={0z_79o8M~>X$t<)N7gpEM ziJfFjT}vKC@h^yNI^z<3*2+$x)BShY)u?a23){?&*I#iuW6O((DQN#fBB3 zAYQNDnz9jtuX0CUz=kMKR!bCMa(pMcv$={7!SB|i zT&dskO^_5Zi%$5SDBA8nEA|3+zx&Sa?vIbH;cPqZ+D%Yt3YWFnG@pie3E}I(NId{)|l(9BJ9Eyh%Y-$Q&LeVp{J*Gkq8Ke)~L!CsC=Cv8=dY23U}&a9L`Zb!Gtfs49^?hW zM{6=n9n=Log(zb@&w`YgDv%mWJgCXcli3`N#%~|LRgNt0Nku9dOgd|r#HJ>8&N{FX zxhp6*|FVm))e~%xbWWY$!hubeMC9|+NxpkT=7n-Jvbn+1^zG>QfJ~)&L2x`f#q&=B zXAR&GAE8Ma|4GNElsa7@-FNMo57!Onncs>>d?je8JU2G84CLH@c#4KrSXnLh>QO%g zi^ziD_smJ&bLSz_#U4^fV{{SGyVlHTrc4f!ug>FdGc|202N6m1G2rT*f7&(n{m4k& zoELum)fAjN_53k>f>dpInUVy(ZqRmX&`knNM}$wLh##mH>#Z6Q19mRQ>IgcvMm5iy z3wn{-zxz?#2E^<}{}neW)0C3YQaNspKS{^oIjPA}?1`~F2)_)k;X9F>8kq`L;K2rU zSJKpvKAhVUE9p}=&>imj!N-bux#gwzB`-pGXeK&5Nv9E6(xgQETx34P2yXP02gMbF zE8Ee^GYex!N1i$iKN_4ZABu(=8f{-Y7u4fjUptz>aAx52d?DaOg8VPwhebBsgD!y9D)74Xe??%$4t?w zN=4FmeA#RenXV19c*hI}hy=2@4_|Lej5)4RqC7b$pN*0XQW)KDM&-LrS$GcFguETh zsH=S=nQ|eMBuGPj#aMO zqSBnwM(M|V_o5`LN2TPki@_m4po-Geu+kO9_*8&5*l6|D(&S;rUa5j&Bm)lXG-=-r*f4J3K_cQQfYLBT8Uuzk55A(ZzZuZ|s?>_sx4I+s9JFZzm5gppBl}w9#qm@;O+v2j1?6XH|rV13+s%TFsupSL27F1_;`c% z{sXc(pL*7Vq3^RwO~5}ufe!sT9mH`8pqlGL52^$zH~TUbR8=Pu7?hWDDd9Y%&KejA z$;dL2lCJQd0q}U>gbMio{X6$3Sg(U0;$4@Qt_}h2c(rqjn}cPHhe6h$)}!yO{r&w7 zHhrtB*|S?L#2!*?;FO!ItG1Wo-)bk!W-`;%ep=h56{%_ObP3UXG1DbAv$A61=2mZ? zm(SsWldNcMP46?wVX+x4w|E6}5Ew*?&cMTyv@^(CcX#LYaRp#anXNNRNm_8grca1a z^KK*m36yaeVV+-HL`!cpKbxQmm*XKuJNNMLxVgOS%(d312QTXP8F5hdtCna0i%_7r zyy}HziIBc&z0R7n6^Pg#fc3uP&7~YQ{@IuU@a}c*Tuj_$;!C|485!yA>x+&N951M# zGBYzP2HV=Q@Ee!{JPymepYq0LWXHBFZZWECm#(4k|c*#>`?@7sWcr|Kb~3 z4(qNAdvRrU-YAhD z_I)z-{?dXcI#493Di>u@pcXNH+~BGUJbB>HviRN48d=!PKXs@4zgQeuVYvS#aRhPx z&#FoN2yJz3@*fzXuZk92UzL~J*~wrvXaUVJM&N!cGQC0p~|RMgw**)XRlvWGeKU0C*E74i0QhmXHT}JJKl@P(~*J@au+z zobFXIoZ=Eorq$GNfegv4?CpUvp7Eg}7(=7Qfw8erdl-G#&ufnSK%xS`+v?>u?!88! zSAA#6{VU1Q9Wc_g7tGscuQ|XSFaeur%^046+hsJdFts$-3+=;ksoh(MoB?ay*^=I9 zlO;;Q&)V>b&}wHVKhhM4Gup)BX-UO2;3C3p%M_>~!Q!GSW%IIh?thTzr0K=o2v!}7 zYT65TheNB&(|sx1D{*I-lNdX(=YeU1h73jvX^)aH6vqO;oM4{Vi)I8LxoDiCm4GVq-@e1koa0)?u6dTKxD6Z;5)&gMz01m?U=hPdz!C-!i6&a+=7l=t znRQQ18{y)yfKHc^@X#&HOSYGRvAWuaRQWF=au=1zr!%FW%GIwZ7s&Pw58;G@f`TY( zgYt=;O99j_Kno`^i3i5Uh9P?C>FEg|U-FNH+GrpLK6J$(!oJo(n4h4x1clT`NWH#f zNf6ZzT+z4d2r&ZA>H+)UIti=2V14eOXW1O6dO&&KP>-SiT|q|&MZ6#*VU7d z`3D%ZA$}f?XMeW z02pQU3WwnpEtsBOr?7qC4XNsN<V3RqX5$p-a9(E9(xdE@>ccLv=M4IR=GjdRiLF z9D%8xN|e}jT4p9&$}nqe(q#;xl73GYRS&!j;S0a|hev#zix&&5vm#^RWmp?6%ZrO6 z=CzTLkpMLd)lx_+z(0V|U%kI??HODO%&gbs93^Cd;O8Xg%EV3rtWGi6LRW8F7XolS z;_A;V+$k$*KByGf^;LA>$(Zn2nVG!xc!DLha*_siqtgXijLfHUQ1hqpKZLx=y4oig@(*ws}1j%@^L$PQnofy7t55(_Ihh#eDKP4`}9vpYe zL!0iX^6EW0m5J~>L$Pi-FtOY88otN2%2nDc*SFf^uY#q_ToD_3xr4B_9#&^YD_T!^ z0(V{?#*CHDJyIU)<%f8ef^+CXJv#@ z4wH&*_QW2-He@T!#+P8meeAQcO>L4$4`tHJe4=C~*r&h=s#itw9-v zem3f-$QP<}vSVqrX)tp9@YCGCQ~-TF4oH%RN5Hnt}(G0gMmo z%6`5dfB34;cE}`YRouD>e|q>-ZlHWT26kDw-8c|MI$r#!y-$sg1}9>cJ%;rTRQJMT z$^eJ!2a&?UPct!y5A=)n-LwwKjl?jS+GEwng-|Jk(rN2B+1{OtHP#Xhh!JCzZ{Y^WMr}3BHVDOf@EZ#1H0+nwdhHVlnxXL%8 zxSg|7N^kfxZnf_8UtLI<$;-><=H<=V@`gy9U0s=Rr2?-D%E~)?2|YFsOH0JV0AAu~ z`ZMj_`Ta;<*FY<;)e+bP92;xv5tlM`H8lXw0F)Bf)Ye{k`|0QqUt;Z& z8HoeX&$(KQ947z;DMekKNH7l|ngK8vfMXybn|srkASOe9hW6w9Cq3&=HhVez3r)FQ z30Avg0*xp*R@|xYW*p!zS^4*VvJtv|TnU&c^k=n=OctS{q#V=*g@rm9EU12P%Rx>U z-s#c03-Jwo{xOQQrZYBo%-7B-KRe&(;5QYs-xBF(PYXoZ>+B~yMfGW0o;VUcpd)ZB zqw!zVoZQW!NpY{6Ydu>_ka86yi?ZF;1@7 z+g@YeYbov?`*kHMb*1+~Ggb1ZQ}m&rN(tpoTT4nx#*&NZ=-M3g$x>|UWUcJWN?g8) zYsD67z_aDU)c=Bkfg#x#5fufn9`$RA4*rB|p`l#^;L1_qtD-Pn&vIWR$=CaRo7Zea zX~Ct<@rdKAc83CMJl6#1T$Pn$k8l)X6Un>Sp2^+X-8Ec02EQtj)VK0kQ^uL7QV_=u z{T7UQj7ZxL(8Pr0o&!vqycO6pxMBLp@f>?P*lRH(FhS_h?o6`X@vn3v`CBBoC;?MM zjZqz+m6k&n&~R{xLoD7ixQka^j9&7IBQM&2gyNa_jsn)LMhVIgLh)GtvhE=k6R3}Q zh}uCMvkF0_@d`_G2IR!6=I`GNPNvA!Xu zOhlV%tFryIr9nlYIxs*O%UMbmij}rouyW#9o7Sv4c zxpg5#8(diZD4Gp%CTt+Eogs2<)XaiE%?NZrcP}RuL;RHF@!aV^L?lXjL%0M#Ht|En z^K|4%@e(iTK~nl}lt<_8i}K@8>C))#6Nf{+=FHk)r39k9<_WuJ3snc^3=;ii-xID3 z7}fLKs@(MF1rPVJ#?Y)t1j7WK%7hef>+nXZ&wJmUIPG22EjEvlOPl`kmA*6#(G;fS zty?}iJg&;up;%+>c+7jGrvXEZd6)vNJ?=()GXK5O@NSF?Zw8(+QyW4r$0VZ?D1gzALS?(+)G>{Nl{t{=B7OufOV-FEyw zGXA)RvOkJp-puNEc!v3{qcC}N<5-qs-y3kAnM}q_Fy0#G64p^;BWxr)W|#5f=XTv_ zUD!$JnonGB=9U$F#Hqh}RttMI&CszMH>jL^1LK=p>_*>bJ@^;CFLrOM^U>cI)WIt+ z=m$nOgxaC_%KBuwRQ87<)homg8igM;UA6P&CaL@4fRGV26McApE&i-pw~7RR zwFF!McJ*_;k9Hlv&;IP#wA$_aPC~q*MDYU7<78RHZC}IKct%(UhXM+l_9kZ$8>h7+_m>3U^j|b{D0nB9e>k*S`e$p6?=V+*?BLf3fPxMr5 zm@tmC0s>8Wc{GfSyPJavz|sL&q5{XO*b%g%qV2#AKzlp+jp!J=C5U*J0APFt7KF|3 z)JlR+bJR-gms{r+7EqLpiEc!jSA$U48vpaxh|(iPlgBp%G~|Q?KO7iN{)E6Y3S4e} zHVzOaA3q>r0Al0ir{ojhWlLE@g#IO7@ZV6t-=zCy_NKpac%1xP2~H>EcwF3o902d{ z)?9$FfWZINnv3Hv5FJ1Fuhs-yd>p?Jh`;X5&B^;qmf+XTLB9k6e%~F{(bmD0&E>7J ztE-vwFJ%D?uHUQ1|MVh(Dv1&w#Lvmb$Nk$1565p=f&XI&TwH&5g6DT9csN09{5*e} zg8)^7Ut{27Y}kbZZ<(#qwJwgDIS-$oL!Vkq!=`2ZV#y1@5K8G-Nr@B=2-Z^p&{ z^q)WBOp}6u570yq_|pSEEj2_m z6X2%g*D^)`&e9m!$Ac&emn4A6P%oEyp%jVTx>i%l$=0w&SVoL zXEUI=rK_FoZ(RtkzcHZ#zv2)7pXU5rZ2UlL0X8l^Ko5iMU-b;+-xka~-&8RH8nVYxfXx`14vzXz<{Nx`R`f9{dZI*#AQ+9{nHk3DIW;P5Zu3^zW*5m zD$x3Wc;oN56iBH4NI}T|OXhV$G--o@PC-X;{GdWxi~of!7%?y zdVq5U03h_AyvGI1gnv8s{}LZ2_g_KF#qld>3Hbos79j2YX%C3FZ~$5Cul9()=d6kG zpR~pOSJZMPha(!+*fsSfIZ`l#Anch!X#sIsY;7PxAbgeg2ufw10A^ zF)(?4KUL6QK?-yP2vXvIbLSr`|EACXy(1W)zakZw{700;|EAA>41jObr6chAUqyoL@uwaAX;ra*9&GiTK{$FtJC4B`NZPKr2DU&G^Gu7H{hga8y7zE!h zrQg)?&pxl|b7kP9x62FVKNEP5LFkl+N}Vs^lxN97OlOCSW^Qo~x`qU(UzbN~(8D78OxmEo1x_d?$@d+(>n59hG6xaUjmN$^oaqTGd)yA|uv;8+5EXQ$ zJc@81G39b`ajE~hX3ighfSpQS-XQe1d4S$$YY4 zWh%g{j53aiH2gzYq+5tF&TujUL3yNIsxiQSgA$Ah_gv>|K6}F+A;suTC<1$)IV#0E z<=;sxl^r+Vn>#n@0YyV|w%7KU5m?@t~lm-C*VAQ5EZ-E z8`gm@=18Q+0slv?2WpI-$c89F3>hKm7WjYM^uPKd#jT{Q{MDoy9@g=&)3Q*EQpIO! z2sGN)_wwFP&~bDB`mL34W{nfdQNf<3Ox2i0S6<-K5Db^5W z__+{P2k=P$uPb{8hlA#2BjAn#TOY@FG&NaMh6}Bv^Hf`xCrn-m^qW+B3LE$+g3j*W zMha{dTg~t9Kgasa2L@c?2m}IucboulxeDCp|9|yWixee9f;Y|Xj{{p98wrVsN<{is z26e}~4oX)}7z_)*OQjkm^DS_5LwIG9r0OLa07!{Gp@a|WE5X_TX#madj{kCc@L!kU zHOrQb{{GO?QUHSF=sOX!v9Y18tql;Z6k4&durw|m5BwxK`*D_$%hlkJU;Yhh%Qy?r%-4#YY+!WVxueL&GpTLhJhV)o3k*EDYvKVYpu)Y2L}h!)|!{kH(lcr z=)LhSt&(3A0T}gQHe+rmp^5>BXg6O0 zlr0guA&bueNvZhZ;SC>&mzx)N12|8eodJz>nW~~$00Ax)00isU6QE9utzz=cGUxjOi`?6UIAP$uR}G7zQ7P!hOPpke{w&RJ;YRq<93%MV@lQOY6MlTR{$i=z(;c=l3NLx&NG z4o+gX_lA2%3>Ar*vkD+Pen=17G5wgz&7I|tk;=Vuv>-B{CvwkT0ATvZMDCTdD=OGh z!HU-tVkybVqW+J!D@zd~_Z)rw{cP;)U=RdY@zmDVQt11}a@^J~C;}V0o+{$vUF49T z(!>BPKQ(nuD;qc+%&xl$_;EAY+Z$}^UcDXSxMX8)95DuOxC@-70BisUT0uX76N-)# zEFj=9cFPMwy2R%mTXkMSxt`3{fx&whA9UFh*;e9rf(DbSS)V^IEiX5#o%1+eBqAmC z1+=e#QyM_EDiJs(-5w=TP#6X_k^$a|;P{1; zvpR`d)&tm@0~pBF0%)X!fHh-V8<`g%jfFDRF?6a{BtAVAT#0~~I^flXl{e6xwYJ^Cto`S}q!*=^}bYn~d#pmD6NGT~J z6V}r5Kn`*KG|(cjvQTD#1ts!h`-runVOn%ZJ7jpF1TQd%8+?7fH9S?MOmhrx>evKu z+a0fT#QH2!w$86&QNR)Jovxe`#E?RQoxYC0e~&Bxxz%=ZIy;8)c5+pe9;LLB$X#4) zI<~KW{~1bu@5gma*16lTCOXJSViyjKIswYZ5bK%iM~mzm8W@1OClNN`E+xSt%KgHi zoVmKA|K7c9A1rN}U(xefKKJmjX{K`exkNxR;_`B&rw_Z@)_YGOn%vr}%S$l`rpQDP ze2}%@M)`XTH_4SAr zfNAl12Vj!gJw>yYd<{@^;F)KM#KZjD~t5o>W}#tS|irh1QOeB4djN3lWM5ZPqX zrz)qSnM^{`anGa zn(u6G_V)L~OdTKF!-)rwyuiX2-;9IS3+w=>TO4iz3>0!l6x}3^G>H{jc_m*mrZGT? z2y%a#jElc#(cF{wO6C&ale2*J1x~NdoPEGPLW_qovE)>^-uIVGo5T_#TwIg0v#&KZ zrvWmUg#~~t^Sw3I7-HMXG0@X~Zmw-U5I8Mo;`TQ6+P(h0iI$WI?J=1EVT z`PNS^WThZt5}}LTIKbzv#~rEt@d-Q2trJ!86UCN$@4|jf1qJLu4gCz$j52?)ms<(e zJ5iHuzm*~E9 z8p;hSm~du9Yb^mZWerRcA5rx%^P??~I@l+6byXV`KHOSNm)+J@WUmdj z`Slw%cyA|LMc_w%XC|HBugiz1FfgUvXlQ;}5^kesE(4XCE?DxxiU>YOMAni|KRP^Y zsME+eCci$9|7L?v1Z{~iKB(L9`&Y2PUWx#13h*@nY&}|-o0E(BzSh=lByWw?WvCKzZvm>>!(Ik%XucAp(t zR*23W;O;^|K=9i!{bkyEYz@uL#8vL@?f}Mus#c16aA3gmZ2eh=1w+|!NMNA9I(I?u zFWQ%@%Vf=Y;oU>w`exdjIH>@490Gi+-`;ia-+p-TK|@W#F2JC;-rr@byeD*)7~v@y zYXKJ@U!ABqh8u-6KLG5?-rY^yQ*_{m)(hO zH8{W@zFA+#Rw9=PaCgQxGqX|~yapnw`Qlk!-6W^@)Xni#+9!$GBrc5ExyVS6^G75| z%q!qk^hu+}uP!an|3|Cxicx!|GN-EZjeQ5vTX!B|J*w0wD1DXU!41Z2vX|hQq?uuN z#3PgJLE4Ww6N?8tCx){7B=@O`TYdq!kkZH*>o{A0LaED1m_{-|{!6SoH$*w}GWFw_ zs87X5#*(rFz6KTV9n~*&!bT1+oYeCM5XCTRNc*QIK_#XSK*&DrI=z_E+apUY`K0p$ zPhoFfdo9~-ElO!~+v=R3dIHSy-P5|1KFOBC?ol2+_A5Y~1mu0->nn%vbn0YVL$myI z^Ra1m0S5UwYvprRO~s|AcT#)%3)Ud4sKYn8>7;;bG)-P)rsvAhEyz&leFJJxl4WUU z7}dP#b_Np|0J#Anf?a^^MpuZ=(0kvVXJtsoYUYEjaUfJ1FI=cMSo9tx7 zywbAtyr*i<$O!5xz?wv@>+3806i){CxLqo+Fo-SU_fr&R;jDh)s;IOS-qtqB9c^%X z2jMk(?g&pD)<@$)$!M47hz(G?HV3xED@b*bc9)lJg;abu6ZMt&ua=viai)MkP1us;c71m@I}c}$(2)kGqLFdq zUdld`1C%({1mikF{6ao411)EHvzBsf7#rErpcmicZRD>f^_meCiL9zxpOE;I&yzQJ zVA}2ja`M`Hns{t8Q^cU4-E`pX+htkqMb_c}w)Wr+7g1x7Bg(LG@bJQUj4hHM<}PsZ z4iwb@b(o8bi-3>~P|>2NC*05s?au&<78?m=XT!HL!}qZM%$FluAoCNlwl9l-7t7gv z)ld2GHV~&cbX$LG5D~pIZ^M)_JqftQJzAsN8PmB@cR7wV2Lq@m9Rw71fG=DTVPQZ+ zDLx^=$HxbSDdS5|M?5SIN}jOgIM8qN>p5fAX-b0v#TXe(UB0x^=t`uiE&(5szy^_83F!HAWHDg-WI_zgesWm38D8TO zY`jM38-6j8z~J~LryonQ3wQ#N1T}L#%c8DheP>SV9F;tkc}PfUOHf~0SvDQ$xk0!gygXfs$5$nN~qT0f5x}pvZ52nfeCKQl==iNZEp16b9lrBE7M(mJ==g5+z7- z)qhHWDhg<;;{oDz2kUKh2D{09siQ?iHy|XZ7Yi$Q5gU4yt$!F5VZTTzCe$KJA)5H* z3%ZvlcJ^BnD9&Jy+3~EA7&W*oQZZ&L{f~!A_5{!n6?7C}vnM7d=);HdlR+(rJ-pzC zU_fXstDRM-wdbs@Yj$D&G=WTwF_L57PeV{o+AWHZOyTkuRg?*%2?Ua@t17RC|P z&87!2kc+=gO(H>#$$|7Pcf1?|Ib*GqNRC5PQpjaxun^n{5)%tRN6}`95wl9LiMh0| zzFRhc5+TKG+#;L9o+lF<#>dy-Ly9WO$IcdMqjkGd|0a)5ODsyL0lMT>36(2wp@v9@ zvmzpCvc%Ye<<%Ka{O;GOSB9)BTGF77D5~g0=A8j6>Xhy3@AMjHX?2hylgd{ zPSePi-Fw96rvV}%xKjcVUT%)TM_MfC4b}-bGe))k^e)F&HZXN7f?*$z;C|VN=%W$d zVqy}*$bQ!Dzg|<5^bDQZMwT=He(1w4w2+YC4p=x#`LVd3VF6Jxd>mfJMs*7(Yj|qv zJ$nGut|-k$Qwlp0M6`VY(!rX&1Py9s3ViP*MX4BYje$vk`zkrHTZy>p3(@s?(Ak!* zE{32G#%u-5(u~YwaVKyD^%F6ymL*Pclj-Cpv{c)dMw$1;N?8%#!kk=yLG&o#X!L9< zaD3?wbo?7EC^AA&Tms7HkS;1QcgQrJ*iBj*PQ;gLx)rY12AKzYeahmU#24?gIL;Js za5kP-st0o7P8eop95sFBemEowAU{7}&SbNeZ-L!y(yk2e()Up$)nkHjRjJyQ-UhxJ zq%;wejU$mD^o1bEMu`=qr#IHw9qaQII1f;g?fwAitLB`hMA?3QW+wOzlILf&J%|Hy zxlcRtDsKt;Qc(thl(pdPx^!Ni%q%G)*PF83BFUpSrZ|Wx2nooh(3glQE&QC~kBk;6 zYxN6=#&%t_9LS~ZH?}*G)teq9S1E;s-oP>vg91BS^A+y`)unj0VVgHlnmsoMo+HA< z1S&n%_4G*b@TS|nL+{X`b$~A#2m2gXJtSXq7*|=wH<^uba-%*%9|Ulq?2Kf;^V`~n zwY3gXo6nR{5zHj1gSDr-s~Y%(`5rx_%*2tqg@{QazsC7l4iBrGh!E5l>gpgu4l)>9 zaCYB`0n~mgKw;~sc}ij;Egc;gAe9~)9|t~GJC@`sH)Zz^9*7ic%w)xVdMtp+7#iKr z5M^Pia1k4pa~ z2mOdluWQ@P%Dsk<)43%>L;l?Trf*W$ivmOR*q{YjNSjkKg#&x3NT79ApsKo&5PUi# z;=hOxI^PgpQ=wm&dI^9obe%0})qHn+d^E>zGVQIgL&Fk6snk;DPdqm!V?yqrpKo~Cs&Htr}%1>PgJ+B1`zLj*b@w&-ma;)<0s6HR_1veLW&rCUr%%?K z&hJB&16hMWiKMXQp<$kOjY6Ykbfl(ubSk8+g^fboq0kQK*}xOKs|0RxiK)+2$)aNd z*Fy*=`-$23pg;9ITYsyeh=zL~6=i9GD#{CeUxVI@BhH!2flV}MnoGi0NJ3(!uxX@h zc``@9zNx3&@7WGKr}XkBH-2bIH9XgFfvsa2D<3vr>i5pX#v1 z2Puop-_}a#qJu$C$dmZ(w;e1=rR0}IQjQIn#3(^Q^bSkiQ1J=Ord&ZV0o&(rR8)D@ zPEf?yGd4zzz@*~P@TiQb$p501nDlIpHZD$)H#wb4Q(p-`AF3{F2lx_kTuUTpU}Jrz z9ROBgV4Fqx23r8#Qt7$>pr<|ako?j->ji>?*p35)30%dzGPJ*hyBOAJ@^;=i8yYzj z(YGDQ8g_jtQrX%?-!t7~WPp!Oniov=#-4<#*emDH=QdL_MjLAAEyM;*0YXf?>?c_1 zyxc&PM2;Am3SaO=F>oPE5&&`|KoH$GRGNAR9cySSnatt;lW<@Uted+x?GJ#Ie=yRd!w zgMh%m3s~4y_jAE07-qKdG5h{56<=6CS}rxKB7}6)aN0VMzySu=$N0&zA{k-kNanX^ zNZ;7*Wr2B&_{5{k=)yrRMs$4{v`ZCoi22q9ob3g~6@&dUoV3((NkiQS9C^azINrvo zo0E%jyTp9C!~{wD*FiyDvM^wal5C;@URp=O-CG1K+e0M={cA>R3usXowPAIG(lfDGM zZ1;`z87P^wuNXXkFV0XD5flWS4BJXvbB=fhXWdWFQU47){skot96}}3(H>oXD_5}= zqvG9;9>U?#L+bX%w;ymdlWW^-x(1;_BAMwhp~3t;tMbIh@wM4A=vb{v!o-+)xSbh3 zSIEm`sYZeC8k(u4mmh-$rRxe*@U?WodRo#W$Qsb|8%L7pWg3%%TtxHmP6n$NUClrF^XYV4{4e|Q`nRe5GfI}4wl?LF|=T&FLlzHkZ!dY$n@t54BK zC{Z9)?RB(Pa$#Zkg_WgjbHYdW$O}!k|H_ zB{=%1cO`E+BADh#+^4POsB_lxe$r)=atBssQA1=IYO}H8Br`MX!gxtB!Ls<})YNCL zloBzIFN5vvb9�d#@r_RWRi|O zHJne8lz}{x^Am9rvapyC-z9>JaC{YhQ(S~09fH>hQRU@COn&BsMv8H3wW+Z%?FjIA zPkE4NYTolgN0S@RMl6Bef*}m&(WjoK&j;t8J;C6tOF*HF!7<3{>Xs-Ge~+Z;^`&VR zU(Zzu=N%V5qHN)-)L})2)3kD89j>x^GI z+u2(2#B}YoyLyG=RKtMk2ZIlv3a!QbIU*=2p$terQ(f}b!I9c(fSL2!H<%ctAiXzv z_}v5BJzo$$uv{j(pLVuMsW&wx$mlL~G6c521Vdv!Z4cP)pb%T$@c`>D1u2>PUaFaC zU2G*Nz0P^RHR?0Y++1zXcg{?5!}@vyao@b}-zQ@oauO3@^nbKh`w=<=47yC_0ec?l zi8uK}cp$YMjd~Y3SPa^aB3fAtN&!El-0pT8KligOoM`R08v_RCi|oq*WL0~%N8N7$ zC>4mQIXVWJjj759rkh2aF9liOK&nON=V__kU9vux#$(XeqaG;*pd;E&@G_o7=T31} z!4V_K=rE|WzAezoAcsctHd4(hD_5}0MYu^c?fXn^R zz0-RuwlLC`&q705D-)Z2vDbBnm|dV|1&Cq*AT}SLhYTSP%nd-3Re?4>I*?vZKAKfz zp_LLdyS5FS!X{Y=Q4iw+=Ho5SAjZAnw9B&Suk*?(8yW#xkfT_2fpMBf&FRBnqnB4h zm^7NRXD13W(RxH-e5#|a5CCQl(7Fe~Qi`o3C$fO?>)0Z`xn5b?q2><=`PGRBw!ZL$ zGG=Hc!;y5&Na6drujxtl-cBqQV$=vOCR*yP>Kwt!=ma1#tL#=E50D*;Dvt?CMbW7?$4SofC5EBo?<+B@nRvc9GN?aIUi?4Tt?rKJ9$qHg$Ib3&Nzvr|PA}HGi?6Q`XUn--(ENtZ1$8o>&puB@;yvP}U68 z)D>)^@akbxMtWSxuF=tGU|zY2OJ=u#TUvlaFF`>;$}!-`2C_L*X?XHl#L5nKnzbW5 z&D1_;p#QXgqP02^w;Tn5COHE-`lKwDOsZa`G0~Ay#H+B2oQQR8WhwPO6+z7<%t}#rNsJZ#Jo1 zh+|$s8kPuKcgR$+y0ij>+e z9XPo3fA1t9os=2n=-7}P>g`PMWhgJ(_c)yAnRVg{D5ELyG!9N${D@YOa#+lNW63q2 zIGugK{@tYUwM!WPP-+I*hV^4O_;5--vmGMaDB=j8Tyml^H4py-ZxdydMn5|sb6^;j zy$f~eG$P~&L$#PKX?c70S7{vVIN%73Yj^*PxXlDl(^{xyY*7L8c9>OyGRh$+TgdZ- zUq!Q_bDWAQ78}Ayh$ZJDO6J6z(mmiXFiR#3D1P`f<-~U9ezwaEVCwV++ZtU{0wQ~O zmfZTRJ$HvZ1*@R~b24{#`bVzSbZSw!YLe}R+`7*E{kn5T(()bAXe)6egQu0R zw1G}APFCgrYa#6;QBMF~P;OJ#+pM^z#bdy2QRHE*H*fa%TPQ-)^pz`dHZ4X$A-f=ZCEVy890 z-`-Pn<{arOi5+1fxLGn6Ru;}zV}A!TMTz_Q%4q$VpnSzazm92w*1m8BxMr4* zue&Dh=f9w9T?c}fkgu+8JnT({8ZLZMy7iAp$)?^IZq@$q0?#begzVt2T_}%#*eE!@ zw@ZnZaQjRb6gZPNUWz6<$aBvUa@C=^rsd1bJg+Op9y&|PC%x+8=ZABmU>s;Jay-WV zv0vHCKd=kT8(c#<*7gcrIrYB!OBhX0oq#dH-g1s%YgMF@a6`&sr-d-s9x_2z+$mhqf*p^Z(Ix7GP0z-J>5wh8jX7hLY|Yy1S$W=}zhH96~};K)NLb z5fqVbr8`8VyQRDCLErDafB*Np&%?uThO^h%Ywxw=?7jAH;fCqqI#p;o*-3T`)wud? zQD!bTipE$NDWi<-E{3`M&^5+VKTjvnZ?9HH=Zr-CZhDpF;P}jtb;>2TFltmi?)l~i zcrw4W(Gg$U5kKCtw?O|L*W{JCQ+H0h__}x7x;+2)Gi{mjFv` z-{B7od0A8n^hjdSMz)r~vrAKW`yV>JGR?2DnHThXR$!l|qM0!{DUT_Kwxyo_m{OnQ zj5jPc6;`pV&F*)-q3Jt0ll`9aqRt<0_wIS(s-+H3OE~-B&!74c9zwgO?rl@ISX9X# z``=o2c9oI%wsfy-IQ88m{NiN2ZwPljSnR^xw(3{e2DC&m4ul?)T*_7r+$ng7q%2+f z$9&fz9^>R!LOsjIQ@8auG`qaZV7a3kT<>Bmi~3vxx+wSH7^$je=DJAS_8IP2KcgO6 zX3!Mfe=vm4X8=%Yn0Wc)H@t-6FU&-ii=XYyQwb?khi!L->tkZ^`FE_^y`9ccH7thb zH!1UeY_@Ycrx-htikh`7)Vz{E#-j7OzV2Ql%M%eTYRJYo63Je4NnZEgN}n9j+`fC| zA?h`7qxkHHkx8~})sN`ZVTDJ{mK+9yczo6x{8_dxLR`-ZuiN*&D;#GQOxVmLPW#*Q zTs_hD|Ni1msqDtH{1o|@z>}usb6d`BxN*pGyu`X_Bow)i&Hwqj*XK}o^0uQft`rp_ zQp{Pmizdx0@Q3BzP zdb`aI)omfSC#`EyYfL#`^luuY5BzD4GIXQZ`UvM~4EdeAu8-8B9ML|I^jC^x!_5Nd zZ+hdIo8}K$0(w6R6Pfw)PhEON-FTkqAV=-Su4v!l^judBE*ZV^u#DV=m-5~n7R{>0 zE~i-QBICHnenTcxX>KcNKCcMZx>L1m#!~9#y`Y)f#6r;xt#U{{ePo8dy-g6erhn1g zy|%8o&9jXGwT)1aU(VeNlr|oWZkd_<5d2*_!0w!M6v<#eXYc@DO`Qi5p z68BzIyiHKKMflSd<=AQkC0)6E@li~y?CbUHRf44Gn+kxv(k~|L*8)CYV;*h$MENV#=LqxN4Cx-hXH5h2Y;Kh(9(y;}*&bL-=iI%Y zy!|w2N)}eO*-N0L6*wD&Mk}9pJ~@z_GhZd8a+bmoP-6OvjY{PLK?`*`TxhN0xas=P z!fs*T{@hjiaI{UckApFQi99=ZPr#)~-t3n&0u<5izTq-#Bk)B zeKEyh;|HUybz*b8V9DS6iFvn-zpOViwt4K8{9#R;5{wW%VtlabA5J#C(`;QYA0}i*{lpyQ%pBznjbk#uewl&O*+$tJ$D1mPTS1vcW*ZBSIri&hJCDk&>z905!RMa) zY@2Rog)^YJ=Un(J>J{ zuRn_9=%~4KJtTSv-q-+aZ)A$Be&zaNmdeK&lSL@wP$ckFMexG5Kh&(&nVr+gVuK0a znSE>>Hq?-|+522y$$hFH-2rmrl>ZoNj`esKyC^y8-4nE6mBxOzKn7MVG>)0Cgik(k za(`8dUUXat5?gM$j=6O)CGt);Y*+E*oK;_Qc6@FxM454s0k7ym@*L}Pwp1?2zN)+a z>gnEfmXux&TI?GC$jN!iGa{k!q$ovVpt>C+E`yVKpR@J6LVNAqcK`grv-~Xx;5M3W;&HTdyTMuPLf8`QZ8|U{#W5sdH>=1RN|=@Fw?>A-cUXU zRz8jogcPoLVupb^!apJ#4K;wZ@0TDyCo5&>-FL#7K))O%*#Kf;rKYB4PGI%gfj;BN z$TRS#oNAF=NmTb0(w)r;-JM*4S3xTr=f4j#Wn z>+BOg$%;zLu6c()y&?5x@sSvQNYKPxJmZN08aI6BP_~2qAz@asmY(x*)Q-Zuc}aBO zDAF(aJU#^8clDy`Pj3BY0~lsIp7dBq9RN8>VKd_4;pqi-1BU_caz{q&fKL!MnF~G# zKWSh7uMHn@pHnuG?mz~+>IA=f3HVjkj#@Z6QH(0=s@2Y<`s68V@eV%TUJO)VV4wN+ z^BY{zk~2<>H@^wDeseYOdqD1+8nZ?w1@2kpyBXT6B%;T8DDqZTK)l0JT`?6!MIc5L z9c}X&O9MY@;Q0uF*RYpa~dWdBcBU;b;Rm^N6AKd}gCX={hW&&&X()n3%M5 zbbvpwW3#cA)?^GZFR&q+H|FE(%d1lg&=v~U*4FlG09Q*i3PC|%lgC#ucJfM3z@zPA zZ?<7_eEeaIK-H=3$@b{=wGgnVP1)1iYhz^ zfPV+)(W5Pp%{!7Kg({Ek{F46yUsxzu*rMd42cn|m|0H8UEsz`^%?q)_M)dYR8{+3x zN$8v9f*xFnt;)Q8M-J)eTV1cvZ2>EMwcne>Hu_59ICbPF`gMi9(^+wh3njR;RJqt+ zvc7JQ;_coQU+m=kO{j&=%cyrc$M&h=APMm()D-p;9dtrBvvvf29dFOB;Efd$sxCNYYT4@z0^1oy41EcT zC3Xs^P2#-|{nBX#n?G@-_Y6f@&`Ykg|Rn4ECvjoV)Q?orxw zxJ{!n|K(&<{-Fd1PR_cw2X@Qs7$Pzz3Ew`}0jjuuf!H4>Y4+c+8Vp`ewx<@>mR4@$ z?3}={A4kCym;eGXoR9nWiK74OF}<6G>V<2O-sPO>{=_nTWOhV{G@P9>oTQ^9I)c26 zJ~&#&sV%}bPzoi*+}t=K7X_1^kv>HNL?IU4_B8mxTMBaO8PtalC{XLh>V|$5?79A^ zxl(Ak(QrQmTq?C_2EX53h`_9W9$% zjw_N}V9YL2B@g7cww`<&8W|lXMVjRv>x|8lrk>g}@UqIdG+m@N#zxYb_O5oi5oGt; zns$WfWAQp!3gmC)bI8?)m^SMqNlrG6VF(y{YQC}FR=WoW^(!)t>TsLBx9 zFfXBNc#X@q=LNWsf_CFk|0i+RZ1*>ccZqqONArZY(c&V`F&z`%2$c9iU!I(LjT_wG zy@AW#s#m%{&w&ug6M`_ey~Eqv85p7ib~D{?@fQkMayYD?b-=>FDF5&Q6CGVaQ4w$; z3DdAfWL9i^U`9@j5*N`%0FI8^#e|*MhqEnc%Tr6a24wmVhlS%i0isBT!KZ8q;uP1l8GoLKSH!^rRySwBj!(T z7sbAvn({>eg-pvdG)Y3R!9&@fUK_tF*CjA}Qh=LX0(1DlBO$_=OF1K?ViB40raq3I1h!?2d_w6Q!!n=U}XtQV= zFsTrp=ZLXQrvnP1`bz$~o=S$p*ah#-{a1rf&&~cIrUU1+ZvPj}DhxyGs@CA@9`n!^ za}BdkJn8Sj1dtWipZc_Vi!nA;N|x1|2B?TrQgjgQ81jOWr4)NbC@ADk{}g(u_54Yz z65v$5UsG2%Wek&&l7d@R>&h)NJqt>~{qYS!_$YjS$uzKbYUN>|2bD$4x1Vd6T-r)a zBXaTIWE>|v4ZosLqV6QLllIBx!f$#(Gg7crepgx@|Me`-0!YO(xfq12%c0iX_-%Yn zg9!S8|ujP$tL((4s2}(u%{fZ5zX+me$1Lgh>CfrzFWW75#=s}UfY8=49=G>F;qyFZZhWUbf9`}oMjz+t4Pq9nhf{|O9m`TW1xbH%M3biI zt7fxHven39G8=n)QeFoV9n6Bzkt@J4#b1fb1b2-jiwin zOW+X38|v3V*1*V)PQXgthX%$m8D0lg<{K=9nB~Yr=!g*Y#2~NzAncVRP%hU);V5~_ z67E#F9pgoLh3BDzVxYiK^cZ(W13}cv*R$$zkT+kf6@LDF9fZd6%tQ)ebNm8BBiD*u zM=t3>4;&#k`qd^SLeiIg{dm6zzCuLC!|;xy4c`|Si6RLIa#C`6k3m0`?k+!T>Y?*q zR7_;ZR|}Y;m^$lCr-jKc`Bh(Eh#_$a46ucYOCkrx+`6yq1%DyPF3G2 z7fOf$<4XOB(Pf`+3(bT%eb60L2&z1!+9R_}!G(hZ1Rl-W4m#cUdkLnXwFwjo#IN0; zbM+=PLQt_L0TtrH@y}0DxZo7MEo%tlXD|_>d0?tm4|zRr{#kZbmPV`b{+ir|?|SST zrfkYWWAaB}NmC=4@J11|p;KbVMg(-gp$dQ;0?;pDXnZZw-MktTH00WDEVj;C^%xB2 zda=&Z(5AsZywT_>*=$J;dh^+OXk3f5j78X>;sJPJ@Ak0KvG*ueod6MW-_vp=v_jqm z^Br1XPzc_|o{@-8L1_f+^^|rK<<-^LNz%)powa&0+dg$&DwEvzN}ft%`j%GVdGT5! zE2WNZ6KvkPyiW%g5ISg45Sgmx7V=2piyL!rQu}J%9$K|Dzail>0H5&w{d*u_H{siz z=WdZG-%R!d@Hy ziLMYRc>wQ~F9_uSNf`;0i>}Ar*xSkDFosxMm@u97juS_*`2(UV1$@rMgT%un1`LA?@eH|^$z}x!ct>#bqUyW_sbj*!qO}>}zsH25^UM0Yy zLag+AUxdrfXQ-E4<{$w<)79I^cu;X6cdpcSCG_K=I&IvHAek`vn)j;?dYOWxL=<+I z=NzOfJZO@0#-DatrJ{`GRqb37UaN5W*FwcIrpe7jdDj}Fq08$_c<6ZP+k9@CsKLU1 z{-oN4o#u)@m&cKxjO3>I_}yotm#0NrvM-#Ke^wfBF3er}9Zv5V$m{vB(lFaod1+p< z8XF&6+#D(IA$6@~fuYS6%+wZWPstaxzm?lRb5x3N#q=AcWI zbPVV>D-mP14zr&)uGS`J-a@utefoxsu_{k3}d@KHcZnlJ1Yr zomSnAjc=+G;a|y&lydwJ`%D@vZ@smsp^;jTo3Hk7tIhU|t{}BTT|<~Z4_)FeLSDhE zt~a|pZcZ#6Art{t3ge%br{iOk>O>`E4s>n_m-OAyXSsA7VS>KwY10_|(alZVK^>r3 zlUJ$^rk?yDNGGXwY`}SzmN{yX*Tuwe|CRMV(Pphb9Ety=(}|QEg6+t}7Y+^VqG6$h zU_S;80|w3^rZ~?)8S5wuZZ%3?ae~3pUn9UOq2KC2h!RzWjGgm%wU? zdvf}V>#)AfIF-jfeZq!2V_@=w0q|~=OkHwYCTI*hHF^|6&~k@z^Fx#pph9)i!bgj+ z@$is5O&VsOJbp|it$l-MYV7Go(f1fCS8mVe7>tcAP4KCyFVd4a z%9D+snN^MxGDiee<-h+X?1Uw7=K^z#(Pgp7?K$7JfAA zdcyA_6$`sk3&$APQA1>_UQ5F6t5fO$fp!Tuom)XfATiN8Pj=A4!B=cL5PXB7X)_HR z?hx|;G`t^$2p*mqaCc*<)^!AfhlvOft>%PKB|z9}YPoFB^XD>Hw1lJ?H=u7gfNp3% zsO_aMKlG(D3|hyO9)wWwDfk7b|Ej(5(6JKcwYp)sK{uB{1tgGv2yWCt^0KUse${46 z=Rt`$76(^0+m~9J*MY(t-N<6vsHQDBVYTD>Y}YoqH5Vf#)FdJMWHoPPE3()h%==%^y1HR89yjhcHAmbAELgW(}+x!tZiHvWZ zj`B`5v?wNlS;WHxP3&aX8nLyP?||1p{W_P`Fk9C50XITsADY6;_F)Se&_kk~aR&$r zD$tX>FA^{Y3B#AWSdJYpK4_S2Oo1{%!?d7WON?APLPXGT#gqGCX3{`dJTZ4v!lW(I zfqVK#QutDWBxUPD^|8T*rO0*0=SLP>ZOCLV3&yWbhKGlXvwb3&tI(ryO!j}qWqdP( zH9Uv3$9)@x?z5sK2_VKG_%rNxlJ7q-8}DHoUKY{Cg}(`m9J{_a0+wH7W6j;8G+?h$ z5bG!GuG1Y<`CGBg(xWhYQ49x;8&Q!_5LsT>A{HS3ngL~&IViKX$Up;+jTLUEh9%2T z5SOt&K+~WxkZXC5v<~vz zz%2qh{AoF3YOjI;R{RoT_wc3DLANKD!&Kb|G4&!W4G5g=XQV*!|lv{P93#91NVlJ zfmtXeIN%_$rhA()X=_B5EHtz&1erKSrdGegut_(J{_2ew1Zo))j^G##sz8Z@U;`7S zMWg;B7;HHx<1LsRaY2s&OB&o7x05DmR=L*8UQd+v0;I?ZTAS_rQD`;-Wgff+3tPiy zKLLk=6YgIMFfcH9^`GMdMTe#ODk&TsM0HGpJh$16ctctXkR@Y$4o9%C7S3iI;{&kl`X++${@}Nc4F=-* zBw!-=%^Q>x$Q+-@u9o&?uy+7EI`dL5X;Aye_sH8)>hNFYw@aR7If^>b@Lxwg=K^4WNG>O<0oeG07M?t#t&9*NuPd}U3W9}j)=}>h3bGn0*qAIFfk#f``?Y5KN*18 z(o~pyJBYpFWp{>IkQNQAPd%bX5c`(}lFO6w9C-JmNl?N4Tf=cl=7#;Y1zNE-QY?Zn z69?f33A5q$Z@Kzq(%{4KfwUO+>}chrmS4Tjz!dd1E!Fi3J0vS~eZE&90!s31wF}RX z9J0e&pIYo74rb*QEbcEIuO13h-%Y=MNNDAZVO5wREoIh9&+`E6EKM+s{>Ab2y_v$( zP-89v@#d@#lySVwQn+5IVCB4Eg&>u)9P3-oYvC`pnrmzOGq4mc5jnef|0=SjYgS!- z)M2BxiRWXQ=@&ypTxnc4K8r9hOFSh(mLl5WK^HRR|6rl25(NF4qA$Vr^CK!Rf5yII z(Le^T0-mZW+EQagCXbcF5Lb0th&Udcdza$e&7VeC34uc_8iGA`L>08TW(OMxlrJvE zDqZ_RzxhzbafuC)S0B2=(i9v!bwQ{}q>>{-dJC|uKMgDWF1xE<*Aa!~FAGJ&zNfA8 z@17Ua($a#3)8DQNPrnKdQbFH*`K4uv=yKOU@5hyA-B;nHBt(!1($KauD%@?)sC;70 z#?i*J+&A`^D1=Zm&rJo|t-*`;xfFO0E2>pq*aT11b(T_1NP}8ElO}u2X$jp|L9Oq6 z@cd9xkNwMsx4J*7vx03-WJa};VZ(NZ$1)zAfotYr;z0;7K5d;q!)D*I`z0FV{-|!E z^}#ZyqK2RY2m%slcyb&*00O1+J}6Xk%%z)9&EU(&@>1$CM0~8RqK6GktC3`UD(8C7 zcmFKX0gE(NN~o7j=cK@ONwkcakB`6yuw$~iIFt*mGgmCXh`l?{2d`cx7itYjZy*EH zZS@Y5QSZDF`tbJU81F0JLm~puEms}if%KJm!3<`r?mB#2dk}%@S2ijMl+hh*ocrC_ zhKv8I8o%bt3m(lB+Y|G-1Yq{JUA{$||Lw%kawyry(oFmcq)~0lm+*bUFwj8$Y0Go_ zD@jAU&QnxXM2kRn=`9QbaPbz?uq}><9O<(~8z)qd_NT97sywd~9{7GSpTk!D*|=VG zz=~cFf}IZMjeq3$z})A(PZht_5z$AMf&ww4UJW)@MQEjg5u+!XzPX*la!Q;aS-crf4_I?^IdJ04<-xq8FF{0kfi-Xj0N_^!80Fl@HE~PA|CJ z9@w-~_1dKpmK#;0mr(yL6*ugDIgVUqEI3x_QXY7lc~i@Sv`EcY;{u$>8<`EXC*^FV z5?>F1Mp_2G(qe2+D{s%qjS35zEfPBmn>}?;xVJT+Qqiz?kq#u|y;yf}ItMP?9%-5*&Lc!uexX_T$pfmSC=Qc|iwiM*Y-MgVGG$^iZ z^~O+QA`N=(Qy>CZLIRHd{R}CDqx?w|CqK=35Ja0S;5<(zpQ6vLDX2F53p#(I3@dnt zP~M`W^~XiZnOtzkq*Ibh76NHXqtR9>npTm*ik#Ck2O2i8q1wjlmvGD)BCiXINjE*L ziVXTwyEfshN1iGc)+^-zU91guvdTQi|*w8!*qC z0CNfi-2JnLP2C>&q@A#(9OONjl#$@vD$;svIJmQ85`^fZ?U@iP4uYas=9Yaxyx6R?Dc=!??)El+ZsI2WWGv~Xw zATD4$k-v&zP#(Kf&9am2F>`F={g}6{EB=}Q^gmHeZCD|Ng{mQK;DvE6usgybJ7olH zGhWPCE`5E~CP1>MJDw*YArb5j=cB0K{W9(MD`X5cav0z|baXUaQDxvUP%^Tyoz)GE z}f&V}$V=ySr+S8Vp5kF55k z`2XUB-(K_1`;DzTFloNuuNxZ9lO)s&dYst91vKf?a1^`diqg`2YZ`$#!QWMFRn z=4_t8r8eiSu0CKAHaQ~x9=~?Hbitpnz9J>lDW(oDioAXhKZ}Nj_B5QgQ&t>2*a`9& z-aZ);xnjQRLvI6#$fJPCc@~}Aw*bFWfTjF8?mrt!NLtVA4$^9vF7I-?$l#4-Ex~VD zzi0Bh)|+57V*c5B8qYd`zw7WC_-DtA{daf=Zr*<=YWzIEiFf~VkIeu1Pi@?AQPaB( zx(!9kO9X*kbv=9Qau)aTcOPnXtD}CA;~AB1qfu&p7L?vb)BQ+K8JrtfQqmYoy_B6m zm_C8Y{o1$fSje?Yj+3V4HQm`t7`975EICT>|N5bSSO%XEcs1N^$1^s9rsEd;+BHEh zWBp=z*(}*Y4w)i_qNbV@Qx<@)y1R34lCN+`)$nw{0LCiJ*~bR}Xcsp7!QnUx|e-frLdRU%*NKrgt&LQlzPd+cF zfGSZASIhJ0mMrHIFOPg!&4@Ez`t(^D-ob7}zIo>gL@82tx__;8X>jGv@>i$Y%kTOSo2J&KrMJ4}JZXw* zAtH`smskl9&tymIJ_-Ua@MRLLKl8>8&PveqV#-l-=SBT@3O1#=8ER zn#Zh}8NE(xOlL;pjBAWEo}+SbscjVn);AX8x+E6kKVfILbRqCK=fkqSNOY-k)83Ma zl^G_Xa}|pp@*CxwZa~yXMI|LU495KLHRwk&6(5~!Q%P@svz^4|=HTufq#Qr0u%e=(s7R)khwfdC!!8{h2a@7gY|YAg zNyoLgl(n-Rty|H4c<4fn6HkO2!zqR=3cFrTI8mw=np= z6knOTgtfh|7kWL4UPnI8i07g^ z`ThGZV4K*-N7o12CJAk14)C5Jiux9b87Y$=MxsRev&R3X{qw%9@3>fb`>3u<|G+?2 z)MtFpE`6SiRaYmHoZ<+30z zm$gbxDh0S8-->h%??=E)s;1~yB>0J-P@ppsFt~Fx&|R$YKnw~TU)7I_hf(7FkM{Cc z<6*=Z#iCl~i*>_xA#~C64G1tSn%<56UARp=+nC09Mk5jpiASsZX$6DY*xHJ--}eE0IGWTY8u7W`dmj!` z0i*C?ak!dzIUayj^E&&L)wTRlxBMFmLbWEj&=3G{1MqM72krz2|2w1I_PbVGHar>d z(4m*Fz`uJMs`!ZM-Dc0dC-+Y|bl3$zerA{{eMti^e0_YfMf`mX4?DWC-*uPa$$t<; zR$owOOzJT&Eh`K4ovExDeL3^}%k(Y~*62bo;Te;X6ZQLldlJS3+dOwOvyQ#9zFLmR z;=}6p&C!hwDbgiTdB8b?sn z(13ZBe#oLRj89Oo??`A>->dI+Lvyn-e+n&r)G7dphqI0w=6AT#0}v7D zaqHp!SEt?GC|UXoeJN~gM$P6rJn>IU)ETuO+l;scvW|_80${8oUl9Ko+S6w9mNR+3Io8Zu|0`v@i{^BCLB_$En4WJ*axY7aSS4lXoOVI7@?c$@vXZL80O*X<8M~qkFhh z;{?O&q`QCI8rhx#QAt4i5z^=;mz`cokef>zd8361(IqqPo$Y~Kym~J7v#DJVC`{~8 z(Zvs>i~#^F*$IP;qm=}Wy95D|BRX1%BP(^wi>?b$ZNyk?938_Yi6K%9vK3l(k3uEN~(76Dvn;gIz0~B07?*D=8Mzl9^ zx@WyU;`)o=%fZh1J1vlkiyR=d0yJQN{S8oax%vJDHB%?D9-<{aJ!E*q&h2|3Y!Xybp|D*><-2kHCKk3=I64{^s#ybCt z+{NPl8`_)5eohYkgK7tWTYpf&_q29y9&T2?MAhiOY3pj+-%E`pR+{BgjxrK|hg)8en|6(8)5n+4o z=HhPV_6&d@I{*%3e|*ON0}BUo4p=lX4?);w$`G?T`zbfQ+IRXUyKLzl&S#$j6 zF#ku)eRXgE?m|NJn{f1>f;`!UyIsX_t2Nw@3FOd5`s&D`}cXqzty0G8tVuNJj>gMhA+sJwT zHgdog?i=S2wsGIp=SQ+B&+xCm%PA z9A-eyrflJLFQ4!Km4E-$f0NJg-{tE8RR8}X|Cx)0$8Tle_uBmPwEv>b{a63(X`KJR zr?CT;doS{Db^dwW|Emrc0uYGeIRecC7*C?O6)~Kf_kSaYCk&J-c50nxk-Oo;96G`Q zn(=`qtui=JXOQTRD)djOugD;DvG!22*4s1waD&FZ7hyE=!ZOPiBU+6tcsd$FCv7-| z%F?k;1?iZt_*U}KF;^oB7b7Yj3@zpR6pY4YGTm0l{vz!Pz-{CA>xJjq%F<+2^6Il) zV7sLaSA&P;gw@ewT|Pgpcj3}cEPWzON3t40v4oCcKgUK@t9ime@H?a|P0-6i{UBHrnT8f$CKD?~?ZC z6^ZI&h3qrD{RI9ebev{yU1-=AIM9nLOqf@5B2a`ydLnE?%5s=x~?885xx4-5!}LOz_CVI?DwV}ll`nPIx46-(tGIq&CjQW zVr0gMsPsv_l4xc?zPfP~Hu@B70D<62-V6zNgq0bHhj-f;8Jce8PFG{Wz2f z6@x-Uluv;`3vdvYEMIq40EU9E?L z`VmEVB}Tl++EMG9Ph`jMGd+ERzw-$Q?5NYe2ZaSYwg%x`6Y{`I;x7^0xZcJ=Jh;WX z2+yBA;6bz$D8hLdX)S{|kNd+)W>5F=J6sG86k>IsNC>ey2BN0b@Q`s)wW?Zw8qc7h zo#ZAf$C{!qm4>ix_lhMSem7>$uqhRIY$R+x_}U%@zOuoMt@?qcicI`fecx1ASLv&Z zWJpO!>_T23-!mTgW#t26J6%+pqZnBgXF*)Ko%AA(W}PH zS(3_S(ngG;V?I!DinKP$FM1xo=92#$XePkbihCJ|Zld5#>Ko*qKQU#>mKz82Go1Xf z)fgL(yiq^~mnd__XKJw>H?m;MI*4OO{}`k!H`P9a-#PTK8S^KFu99qKG|V76jA_`W zz&_eygDe2TBCq}OGsF<-JK6}P^= z7tBQmkErwMudQ~gf)hhTlAm>L^`N`{PH^r zcMwarYS6j%W-Zf>pyp4q2aoh#hoD5@&5~T_BJtahTtHSz;?1m}kD^$5WKGPHGj|>)?3^LjqUGin5r3KB)E699BVEZhCls$~| zMIfK8bNH*V!n9TqYZ6bn+gnA0g}#Mq;OV%7I=a`u-S_Rcmn@iho)0`G&PsrLf$? zTBz?9SKH)86n@=XB`WO@OI?l`?DKqr4bqL$V+a+8Mp1W=;b)FGOhrz{$D6G}Aw+T! ziqH^imj#<#jucEqQYKgozJ1t*4SD^`9#`Xvc71-773`uL@yn;RsY9I4P1~Oktx3Xb z)q*Y(g3XTmw||fw>6j43<t)uvL)dhqVEkYmZDBM=I#%B~r zo!$C*DDR2O#e;4+%JrO(bYn6HAbwSJf`*d}Cm2YnP~f%A_d5AN7pdvMlx+ z*$v;MPiRD${%zYa;+XT7)JCR?kdQXdm0WhJl#iF4%uz1-GR~?WQtQ?puiCiubFt)d z$j62f1tYdBqh;9oEJoJ5P|)hP!!>EQDb1R&Aj2+?6gc@8erEIZWMaHR<|__gSuuN2 zI~@8h2=Rm3BK^4mX`gmLmowmh#uth2E~XGR;v7AwNo))Gj?_s>_0d$UFW}2x9-@sOb9@>b3X96tLR{0ZDOnPjSpk!kdU)yQOMJHeXy~g-FdRHIE}%Qi z=Wo+aBh<&uJIN<67`}MGjE=J}YDM!Ukf>0JNvnYbnMEzS7x752IbgM-%W&mW{Jt;%ljVwqEs-uPVpqk1{PXxJ z&aRDdbe1}H4<;5uqo82JTr8#01Yc?-mO83SlK%Hwr<+_DO zPnRmD@9|xkXu!=?mBZL$t_xBnSUUV_ckk}XmrL~SO!Y$tUcTWOAO4fOWo;Nnxro43 z?JtJQH_x+-{4e`z=Hb_iY_^w`#Vtal7W|~_UPmLWTbgqt8=5sYdC#4xuP|K)Oq4$; z`!#fA{`jiU{8j%fm5CrNY7yUaqV_QXuEyXZ-?;b2`1}Z6mA2y@=uK(gYsIVctsMM< zyP>B=;(jN6g+yFJYqI&I7)o2Yo6Gc>^Q%iyG*hKr3uUIV)n@Rc30HVRvvxw3PkLT4 z;r*|RjrdKD=F3g8fSbwcA(-b?>QK*l=XlHQnrF`Uri*`rPO$Rc%ffj$Qnrs z&pf%|rWPb@FexQ2s*igYFu!jk`6+2+MuGQi^d@(F+CR)l;#1Or$w1@CAz%F_&EDB8 z$?p{2Lnm+wy^m%m7LB_YhLWFBRFwdUlj|#9)5MKo=1gXO=Oo`_$Ykf&Kl3^+bbjP1 z|M}Lu#_M}A*#1qIxl&MejO)O+nX_aA^utsSrto7}#y6q`fvt$I9I$R^0lu79CDYTLGwC?ilsF8(Z z^eD?98hu(wy7BHmINhkAnCeL#xG_gJoGOPND7V`G)@Nh~rnlew%QW!H+kx{MCm}2P z8%~*NTN$-hr_22B?B`!(nu-*kixkhCfdLu4RwBizLkHU>GZbIsMEVa@*7-=g;as0k zzw+xm&!tPmO0@5>ZHfzHOEKpRoiNr_>Y12{GqUSHIgQ*#r=5D&1*2R0_&zt|n{3=n zP61o8dGV7n8_TjZOZMY#RG-t>RtJHs6PCZ8kfQ%|Xe z=@(O5vr`qGmi$cyo&JMWUQe=fRp3MO9k7E=OuaboCbD8fsYA^?ZQ>9j{RuyrqkNNw z9O9NRbGrPbK3C4i_P0V`uIdhKpMK#;e_WN|?hpX};F#YqsA$QC&;J2e*w3;k0Do$4 z=rrnSdtGz6el}nbSE*ZPmRHh%bznT79Uk^qJh|E~Cy3AN>sI1_Q!doI3SXXjAlr%K zP)rGwP@lHq7aQ66C({{W2J^t|$clI3`%Up6J8LOoQty3$BXG3~v z#}c|+$dHC!e|0U?)u_hhy<%PUFuca?iB-*DYq{3z^`Ae0z=11Q-T;lpH#Nqq?N!k0 z9g$%6OJ+!4Xx8YYtKp;W?%jwCp^jr9io1iD~9D%*Kg59yTHG+=;O>P#p7W4m97kGo?qIFnCQNHDf2z}GJE)ij4#Z%_9|0ZdY24ONZh#?|-U zOgi!l-Dq1zh67UG1{{m(PoBaIzBy6q?JF2jLzWvynlyv10o?l1a_{ycJm}wjQK}8I zRBb2F7*MiqG+!fweb;pI1spuG}m0Y*73Rkf2W`7iVzBVA8;-|b2z z^h~SfI9IqY8dk{I`C8@vkVIS)=qd|;(q-E9LROG$*YER@heF#px8cPyeSXojbZ5Hq zS#9^|=dJa(pV{Cio`#O+nTjlO^ETgX15)6Gnm3KeSJCs9Cjx1@SpJs^8)*7?ht4~OGUj_!sFA38hgv`1lRiB7$5D2*M)#sKU7e~~HNCy;Usp&gvqJ%i z|5#9uS(?j}7M*r8ff~})Q;>BDmHnea`se>ZR6_lL#d+AJY2Npt^ON1(igxl9K_Q**aalSSJOP({V!G4ttNEmuI4 zY?~wKa_otD`x`uSPYmp#mweHJSoVRMH|{5ZQfs)XfAg*5a53{c?`Fta%C&B9(3{NL zWA@qe{VmYPXR}e`Ip&hZhajIYf^dC4uivqR(L1A`Ug5UMVC-2|gX)*%Ul6no1VIr@ za}RGX3T>Z4>5H*vEXIxk&fFV(?>t=mtx_pXixK6AX1Eg++C9n+jz;cXwC~h!fcu2& z%UTTL)MEh?MzOL21XkI%i4BL&OdqxeDnUlTgE2=6J*LYw{h6naw^4@LlA*c@xd6hr%T$ zpBinh0hQ~Ba|a!(82!u?t+nL(xe)|ehA0KOrk_~p(TBqq!jLqTx1J1&6 zUy?`L)BS^B-%nGe-~~AU($$fh_&>KEo`|Q3don%RZ~kpo@Z~$$Yy0h6AOS+UrOgq# z_M7Zy`Dg7rAb>%awk1N>0R-gzn3TO>E#JLKN^g7Od}QqNnb6*=2aw?H@-YD_&9Yd% z*sA!0-@}h4qtB`Qa$WrOPuyxdFFe}v=aU`S&$F&Q_=;$k>M)gT`!-!=Oec4H$kgZy zSc_bh+t5pw7913XRmaR<2%cvd8gY3Bov+sKtD}AS%ia&jP1~y5*J+pNe{Cx6XR=vC zv_3KaS%Rlb;Qv@y1N;)?u{p}Hco+I38^jN>{A8Uz#JbG7YM=F}4a}m>HBSrF*`2I< z7p@88DVoB+E66N{HTOHY+?rkXWJqbM8=|-@alwZkkSW@^G~I+(p>}O{)jF+hpgAAb`qw!fV2XgQfh}?u>A4Nw)DYOB|~r+;NV{D;nftN)2KN=&{!7H zrQ%JmoV9lCN}7GL{oEuOy3WJWmU@NT#dFWI;@&1o@&PpF$S_rMPt!U*Y>Ii+D$|`_ zm}>aU_I`r<@E+f-#o#X9xdc5=DSJ3TY~2EFd>)QZb*oCX#b)g;W*1SI&6*X|6+X|G z@g~*cPEu|F_w8mxYAEtv1YJ-re)`<3>!8^%;e0E9TI;0iQD{}^v+OlhjdJAHxkoQM zReIeU|MR`~K5HAJO&GA7mh0@VcLG`#&)72at=_>RbV~Dqy5Ng)=Zf#|H|bn7nniEv zl{w>8ewVlpipikwm0TR!qG`I2|0W1SHa6BMfX%_86V#$E*iPdmz{uDFLpgypNop%- zl_^}#u}XtEN{VlPp>&^c&xas3b`Pj^mWi#(8E5wSCs7q7acI{8%Gl@HbFBJP2Z`}e zTJ87H?vyQsu;G)Djw@nzfd+nEwHg90Y>~~s#c)!w(I-}}Dsg9?dBBnvfG1A$uGGHZ zm{>uS_sZil>Nr)c`?kT>{+2oR2_z`Jf91>*s>k0$8z`#d;8u|yEsujbvYBbe0mI_Q%YaF7ZyZQG04 zy7qLCM19KwoT0HQ$RA53cMXwKMka`OhWzBMZKRikvr0i>ePU`8TVh)6!wU&s_N9Si z6jA5mJg%NhB8PLkSqTn|r3pdOqcyD$!!p=|C3D=eTiRoF_!5WYLx&n=aIk}{Nn^Yz$;uE9h-e-!_BMZR;%_ zTu3)sg+x~tb=HfktSCk}njCe{Cot=;N5hhDI#!ThfSBrI)Nerb$PBjUxIR-ALc9bh zwnKzwK>k8|ck)0QISvYPZn_>DOd@$V-4k@I-Bx8Y7`O}#6F7rjF3)$Qn$;e^Cyl;s}p87_$3VOK;zC}B%o_;goL%!&_kY4ymiOK?YR-tSx*o+d4 zLjE~}BuY*qUsWP`S!tJ|vQC1C^eH0|e+_gG0{na>7SUPsjCQwTQuEZ_27laxyT?t_ z>v3aQM}9%DMq^3Y`jn}cWUChYk}}dQ2p=qkh5nU<>bC|=bV3FfvgA#@d?3ENbw=ks4Zakt`a0OlvnX^%a$RnB2x|>WpA*K6f><|owzlo83pDj)GlQ%@^LPBHjQ0J zIUuqpd|8RfU`8p#F7FIh(aqT9sSDh^t{DA@%MU(;*U=X;NC##<0L*|4=g
    _~+J zT+d}3W~%=Tm4DV&Cf5|2&X4H3XC|!4u2fLdc~p9llIEq1R=Fw0t}S7paGQfh^Yt@BG#DAEJe9r-tDl^u zxl&OeKw%R@{N{T+9#jwvjme4y!B4Xy$U4N@EVbh{YQ95|b|kas+mlg>{#8ppm4(on zG|lk}TmRy2JP&auXN$5o@M!*JJT7a4d^~CcE#b;3LRqxBCWN^kOA;;+e-=QWGsfGE zc_TCkaaQp&F(V9x958l_JZjRdF#Dkxya!5~6D%J<+Ydvv_E>Pw0_5B{4 z3(?yr691FWKPoPmE4hxc*qT=}@5oLwnVm0a-%6t&XKXq3H^Xj0RHT@OpkKiu4l>4m z26!FmWl2{)^IP)fU&jPY>j(gK@#N2k_*vSF zIboIVG^2BJ`=@_=2R#?zz=tcI#|nPcHVXNa_%@>urmsMhd7VJ9KFVT~6KjuWE(#3{ zsIi_ilkv(SqrtNhrHX1qgqPaMh~i_QJ{9-We>eLLx$ICosi&B##URTWJId!r3-34p z6OU7z(-<2Y5A76xXVe$#m+{R9mpvAThxJR$(WEUd=blk!9|;@aRPPB+GzqljY~(mK zk~AI@k3g$=MencpQPT@Qyk)AyWD=MG^S!mY@1KHi)ifa*PmDnOd`rl_yw#(fZW4Kt zspIzYLL>~1U#Qalz11$AcpyQ#?hDGAJV9Z2|9N{Mia{>!onV8y5zQrTPra~CatQqs*TY|k! zE^~CUnUf*R&<)#A)Ey{Q%Bt)8_gh(svL*Z|gBik%oF#}@j)hxVxL%clAYG69u@VK$ z6yN+V15s)s7EC6cSl16d(j2A*U2FE?+{$I(ln3FM*5Bw0D7ih^85X91!*mGeELuck z!B?U&z133Y-AAnB=LwCDm8LU=Ws$#4)Ig-jhi5}tG#LH8Wi?_^)4d$;fW@P!n&dWF zWGRVdKS{6G{02qK2X0@Q3vujMfQPW%WA5Sq(X!Hee3gug<(0Ca2}ixLO=>09<{R!WBn^4wfYbAghYh-M}4>;VzDR}Cm1f}%h$KNwR=@89jBrc`z%v}+ zhnjyi|M+s;{G3BcE0|+8=o*QqzEOK-6xh=$Mz0&)O&0r|MY_Tfm##W=&&uhuw*wc5RKueI=5zQz+xmV2Z(M`W$?%0h477hD(LWd55|Oci z^-sndo5k=5GkK)4k2C)FXJapsnsN%$U5l@vVh{%C9Iv6nt{htFz{4*k!OO(o!TXG~ z7RmcOz_OMzV^2Pupev4KTmMbJ1xX31TaIInDg#`x4`1%qPAk4OT;%9VYCnVQ-v|MQ zm*suPO@VI?TsNW%uWkoVH~YX8W*wi`CSh;4=ab#+&zskn&xiMrPxt5fOZ9?} z!|R&?*AP=+_WN1(XX(RD!=kP5+x;##;LWnib|I>lx$T`)@%*#uy;6S(6Z|Lc!@G`q zh`xKqHrts+Wu>l58?= zTQ}rwfVk^j(^dJGr2YJ|mviH6*B_CN8C;&zBVEAld&tL;voa{pjt&^`&J$2b$RFjG z#JmA`zHxlJ?KgLgh3oHKGjJ!nPh$3Y-afT`?HHO=f73Gkd%4f$q&gT@q_tfebIul> zNGXRaU$jYo!6GmT4{Fu}t%=Rbuau~P3si#xw$+dRTGG16d?{MTG~=TwEq{633pJtI z0J^jsi-9Xh6?*a!a|+xcOTdU@+Ur2VnK&^n400GkT1YCBiC>vdAvu1@j{8XfqFN;p zTl}0jd7s{d@v8EHO-+A(7E)Ts$C%g_D7xtn>^c#ZCUrU!2o-?_pVV#Xf(-o9liHf4 z%=O9Bin)p=w~Wr@W#so1`sUJcmr(Pp)t|T*SVRJQn|f~kWte>lQh*kgzolb?J9%d~ zSb>GfX{K5>m7CM^kZ$!P;|*?%eZD=C_>+pAFSConUR=XfT_4+R*

    Py3w;znKF`| zZwJ_)*ZX6(ozGR|8P#V$$X{poY`ky6W_3TeLq0Fk3smR5hIc=|t*w>f>V%y_@9=#F zo42OIK<~@!MEZzUH2XQA-6t&PArkms@007 zpRjF@et+AW>$HgYr%ouO=x-F9r}it+*8?aq_uhcsWTy?NnMHH1c@Cz#T>-8U40-IK8rn(21c7ZQdz?R`I~k%_A6%KvsXoF1 z{Zn0^PZ&n;i~04@%w0RTa8u4G*+yBH(Ju3MHf{aD*h{rt=eEWIjh=$mK$%@*!}QA9 z&ze?-`Ghh)iyAd6SEU`rmg+T9+j$IWUKNC3n9ubBjT4~Oql zZbMy(P58&_F275QE4O9W3z-V@Oxs&@D}U{6Pl_PLGvaY9aldkj60PCV?A9Gr@JYM? zGoLSRgw<2pt39;YWg8-tzeYB7jWz6dO%1f2*DA%#O#s3gb5*#r#*FH;H*5-ASB*=v zFa*8gcHipn9V4?&m2C;wPnZlEOby>=a9D*-F>VhiZa+K6-tIIeJAAx358oK>>%a?b zxX0Wgw9oFucZQg3xkp=?s+a{bvuk`*4VNt#`0v5VUnm3lNu$J&xMIWGjQ;Ua~8pctN0QGLZ z@wF|=-DT5QZ(t`hr>@*FkoMiKwA*!eWAr~4^s@vO8PhX2_|LUaec*rls;oG#SV*2B z7t~ds4A=kD%VC&;H6YlSaTh>6F;KOeTXoGcM}vRTwae}ap^`lG2;E9e@5MVX?y}Vu zLN}(9dHdDcm2hU!G*6iLc_r|IXlC9gCgq#-F0!L*j2IR< z&n)kxTVXPrlI)tQZ1X+5Y{T4B>|n%bl0v8bkShZ*UT(m+nnj$S#tlG7V^oe&wtgcrBEss(A;9hkLtM1;)b4-oY3v=Ah9i z{!Wp%Vc1GX|92Tip8`O#bv=*kX@j`zI%o2Az_x6z)o!%ycVUj+-6;>L@_p@puba8s zg>=}vgP7a851pTLpx^`@1c#;-Au@6(g&#sb2R_Bn_LY|sx26}Fr)o? zaP1;rck!1z;}^&S!kG`Ot*VMkw7mNb^ze18pfr394 z^WjS+F_mKI#PP6XG3;Usbbsq9*q<0Pv{8jV+5mTCm;t2>$Yb;!=SF3{b~VGRFhuzI zy9ibF>@))RlWE%L!%V=&>jIUjRCXRZc}w~kdj z{ziS%x48=q0Gn&guqHW33P#@63Y21CG756XAQ1hp))IGKLrq1LwY8SzuErn0O#WrnSK*SR`{Z)%fz6J~m92Cd zA+7!Hx5qz`v4H9bJDFaZb$eGe*|hDtd77c={kSA|%)8J==#5a0$=1 zX`-FJHrgj%@G_O#f5nULg_P9y%U7_U1DrbklGOLjXP%5$GeIl(JlJmq*>WCv+Zeqf zAFg!)%P!R~)BHy+)|waVXMY=O2I^*XUg)tx_TAUy6PDZK29l{HQ_9*6?A6JK&aK1F zh)xeSX?~BW)+jXb%!aRL`6>yQ?xrlzeV@a14e6RxUWxV&f9#cT9GI?Be0Mmz&diUjJ)#2-oZA(ujH)U2Cp>0hS zB|UaTd$|?uK{fj3rZKbYr?ySqsbH$gIIjPJ0hVXY@YsB^0W$sdd&h&r=8?Kh<0)oV zaq8~*LqqDeL0n3Y;4T9rf6<_-%?J$&wzwvKYD|~m!OLZ8%g=%NkWByq<1ZD;ZH0(x9KCaj=J48-0naD&Y3G#E9VMS{<-3cLv?r^6=iVI;(Au8G za<-eo!j`YC+`2NJzj6dMG#&8ep(mhv5sEYFx+Gu;jytYf3zun+VLV3;%;R0)z36;Tx<{8!zqlA8%Kq7<4(P*7 zbGCU&gRWPC7Hj{jh<75TihJ>Q#v4Uq0Zv}SKY;`77nWsn>mo7nN!CL6h~a=$z+tCk ztq@>)eyR+|(q!v5T@iF~Nb8set8oF2Wh0v5M8_&RTO*Ol(fR_4bgyG#6qxc=KsiBhJohCk|-gr(0LsoO> z>iE^}Pl<)ygD-K{l1(BeK6e=CrhX#4<+RrGH{G3XI;M>abODk&YPe27^fX~-S_@SG zlLOpNQ#;Lc#s)8YVUS}3Tv`~hMB(v03`Eh+VOloe<@5{rwQ1_qujZhho#g|@=6%{V zRj)(yQ0?>z$`*mB2JANpX3GXMpMekr`xL}6Eg=tMU>K{?4F`I#;&EIPnSNHDK~nb( z1A4Og4pM#+Kx$d0-8eX$a?=<(xV=}|Cah_kp!Ns3KF++XF+Fy<>CK zNntHi(=yc~^d@^Vt|Yh2T}chG8GeR1pE%jL*lPT#3o)b)-GP~VYIFKMRzt=1?)`n_)Lp< zNrW1#x5vkcD;K3+*kk1B9!#=`lG__qZC^xh99=vb@nNL)51TC$7;T|3m-Zg#c@ zKd}Lao4+!y1*PyVW*bDeMoC+rTBJyN%Ae5!o#7!op9do#1QLCy@>+mk=-Q=rF; z4x8)_O`A1u-@jh0kS18Z4%oQl>>ON@7l;B(9DER5eS+JbC#11012*)d+eCF7L6ClM z8|5abc>exo9*e2H)T<4WKk@jh*-}!uGE=m9**@}57k!+>F|XCOjZ65}fh&`CIg-az zcE->A7n1*A)d!v~Zd*G9t{}i>n`zRn>EM-itzn}5q26lu`QGgl0hs)yD}mJ?O8}H7 z?f0=a8-jYW z?Qs;gla5@$lp#sk%YJSKhe<~$r-&jnsYUvG)>JIXqQOZjoQp8w1;9h&*_>bYAi7Km zA@adOr2lPV9xoANpzNI%JaWG5Z)7^q+sSS|+}UZKsB`N#KB2Cxq|h>D$swc?eR2YX zh0~svf-XH(i_keawgg~8E@tgI?ZRQmlyDro(_=4ss@0;yVI=F9Q&)znZXx2x32>r| zond0IpMv+y)32XO6m7r0M+R~~^(I0zNLjAdk5xKGDSXj2eNG{QH7B+;F{ZagREA2w zM7EYIP*Jy*YmSI(WJQ6djlwd2S9U>SDCH}|^~+=cU#AwbOff)KA``L}w=sZiaIHFR zP9fVq4E~FGQ2?x=4kD_v*8_{Q7nj@IwXtR2^}flJx&25MaN3PlRd--I+2Ee@=5n-$ zTB3TX&x>xQp=TG8EX6=v9!E5GtU1c%SODjw{?nSObTI`5Uxb>JczlGC4bF>}tDYe+ z-I_-IXVuh-!WEzel}c7(!phpo>)(40`S|Ha&EM;qiL!pC8B$y?S_#SPW2N#}f8_K6 zD!-`#9*X{w^NOMA@ZXCa;3ItXxDPlJ!x6R%knGMO>mp<+?UE(Empplntq>1 z-6hQKnLi`9uG8{1z-Gq|&#nI47o%+vr=kTt&`Bn0Cva`fwIYwKpi0_~s!o&)994ur zD@J-~XsdBeHMCUzKwEiHFUrq~E==u_jyx<+MFYQ2tFLIG zZdF;fY;4h8ezvMF*=c2~T@a%Gv8;lyQr)5p%x^MR0TpnHf9jTae*ej5TWOr-G*Zn0 zWU{Cf_K+DY#H&oRamZ6Mu%BTrXCoDG(GnwlWuYaE((4-@o`!YwEB`x4*da(=oKj+9 zFfV&FV{!db&Y2Cw3165-sRivG#>fuj^=aiKogVCDK*h}a!l|fNAqt(HOHEajricCh zrFxfwydrF2Yvf6|_l*x1I!)wb7ETHWph@16Z;m=(>8t(<(XG%CaCEu6kl0GNC~1MJl|`y#e2D5^hAX1(i%;51~9R#)th^yzhvIKOzY0Xf~0fUlC! zKhi`<9e#?ZxIohhYfuzk<#VBGqH|x zg4uK@G-v}B?<&=rB*B_ZaP^g{HR%qoHROV`M3cu!YVGX_)n#=Hr5QKj;A8cWQ=tu5 zZyrN6cPJ>-MsK!3y7+ipH{j{~0D#HJ*Ms7X-TMV|`{%{WKQ2GIsc!HS1v$lwq_h?J z6+%0NW;>q*2XG?QA=c0*21ks_eYVHoIwtR5J3)L!a_W@nHWYoxF#%EtUfw+@cTFg3}o=|0iUp8DPMG;}W6i zLc#O^lMeH<1bwi-42ot6MtYjS@Fil`n1glz*l&d82IDj)eu4rkE{TMqcR+~LBNUn= z7CBnD8?=r_84>_i+3M}9nS5fnGM&Ea8C)}i;W#r9Np*=JA)4^i1hq{>WH>JKeLP9P zN~PHfpBI^f*_J^Wo6{@B?l~A<2fP^cob0 zmV*sK+0Ol-(Gupvme*?8IHog5E|mUgf`78qA-7lK$!SsI1Qi`&<=?A{;!CJ$+!Gn9 zHXfkRfIBroVp)qS>rSbsdQ+)|ePNxsPG29P_O}9#8$8vy#ms{mHn3N$3Et>3ZV_;R zRU>+btWv*lty)hd1Yn%dGOiPupiT;F5C%iEf!lhit*{0g!bT}}g{AkM14&{X0%NO5 zqtLv$Bc%xa0Nd5<=Yz8vUw33(AWjkN1}{K?;GSDG#Y!eAonj~#Rm%RYo=1`W8`i?% zCXG^EXQ}(ScH|{F6H-0b$O)HBmEQ&qatwo>+J@!FxDb{)fMI{92pm`#IXs*-0CC|@ zv8~zU8>;Bw60cEUnWv}G>y-v;2>bZQdKrd3&Q}z;=o{?aLdC_^xaYuch&3qQjb07x@K!eFCA)s5MZUDkVpM667vi*0ImOvsjDn?>Xadf;lH8jjRPCy(7pA{I#xbm%oi`yDA z?cEQ0X5Lhl977e6YUc}N=z~a5=x@`aMe!!xZ)Q>2-hm4Wz2Y1*Dst*29_2KFcor_Z zQ43|jm}(#ERCyNP<+&|`;80w;9BNmKrO>pa6GH|UKwS*0Y9r`pGYo#_8O*_-Tpg!}Z&=(?P9P8C2f$vEt{TsO1fJR??`as@>r^xi zb5MgAApfQAulOZCL!=uIQ|bqnZjQb>l3=D{HGg`>X*El_2P;sm4hY#OUSktR+e48HyfrKOu%H z0u@&kHW^KF^=cx}fQ@E6+#YMQH+im1kgc02+|zR@ekEO4uOcl$qK}2EF+&`wnuRe8 zn?08Ck!B|_^ysHPr^ay-XXrdRvSqV#I}7G{I1i4&rpq_WYH6xG&S@%rKTG>2u@F$8 zR<*YzPK%3XMI8WjXOM;L3g_%K4|TpfiTaW5bd0$O+}FwnO=Uf6e`wG6J}dBG1#HKd|h zP=>uVxpSu2MAoWi7eY^>SDYB^mqd>TU`UJ|Ll$L1VLYW!LVNRgXZKL}^G;=RL?EV0 z*!%Xlsq1AH@cBM#`}uKrDdc_Ir~C1uEBrS0xcR)xuib&uP#8Vm3>F` zI?7!sJGgz8W3~_Ll4B>c{4NLWl4CFP;CBt;yCpv|(M_MDg!vN4RrGpsf6-p7SEbO$`R5 zn$nJN8xlhiy;>#@SXJJ1JiHi3=%I!w`*y*DQ@{ro9BZb70zk+5BRXa(AcbB3+Z@^c zr$6?Y=;apjQH>uz3B=7g+J*F$zws6F#RK|tyJ2yzg)5^41 zxLb;QW1bu`YZu@tet4 z#kRo%e;G&6&4~e9hb}>9PO_nP^Snw&U!Af$f%cIH8Sh*yr;*6)izTWE+a( zZNJCAX}0J8YXRCN&%ru_NiO4teSaIJjZc^>hnr-8>(}dO!;J|8l8qfg$@bks5SRTw zu3pXd-T!j!^h^91V9*SULZ{?fXwL5+Om`J<8wzkGxRwWvpaFnnc}Kf`K-Z`=B-9oC z)&`4s80(S(H1wcu;Hin5{Owzvv`nLDVu&O#YE>Ra9pJ_mN{x2SL7~HEiWXwS%Dl42 z+^Q_zFMyPmGWk0+M{{mA)WdQM?S5xXg3pw-SJfe3d?bqVil(KeC=2=II43LEGQ#to zQ};4ap#1^W4FF3X;C_Gdj5$4DgF<&z47ddXUSDQyJKu@h9WI=`c}fiNyl)RT->)Sr z)+mME@h+={lku-U-cbN=n7)ln+=5g|^qItwWRoNVefDXhhRgbOnr8buZ z;~GuJUgGn~t=5J?8+lPlDvv8j=tD4BK#Ga8`LZ=hz`;(3&8b#XZPlve#s+SxNE4qE z{_dj|iy`&VLsBt) zzakv)4(Pl5d`bEJ&DNiPU|T0^oJB^nIsXp4@cWhM48C0=7JT*(dl~+1qVLZ^NL!-K zlICcf+GQQN@?|Y`2nioQRYUI@2MF(lN9h$TB0dgD4hq`!){MfW+#~E24fG-0hMVWR z_x1VnGLQ$Bqm-%WQ5AY=JccWymI{fBIlVyEuyVbO#cIl>^7+i~%-_TQ4RDR9 zE4Y}4d+veV0yfyiq73U$oYEvY7C4? ze_CMF=*`UiX6zF1v@A@BKshVcMBx<$7|_Tr5p&rv%sqO7>?r(2g+)DD5ZfO|G_jys zi+TLL?Fqk|oU7BAf~rUf8Y(XX-n@OMco|*JRVO3wXbtjs=Q~mOL#Q-%6M`u%oqxiWLBh?<)F8NPIlp!!{B*#u zBT|VLzc41ZnOygFBb`hP&0ypT5zquSFgoI70&^N~3}3l zge&1HhA@Bf*cl0k=KxXyVHs|x1<;bzoOZUNOMqy33p+0*@@oo*or-)s0_#0nFcjP- z93CQbsAzOfFQ)NrP>tgdfdl+FX*PoJ;EW$ybc`8AmbiSovqV5XJD%m%3~p4EUmF37 zUul#os1%s}f-{sjPiH9cJkZL>DhtuJ3}&9fCJ z+-}uB(b9&(%(Hdm9Z;M+9j{YCA{;rB>6JFUTUY@V{g;U#+d%q8$s{TN+U{Zyml$m@e9uF3MXjE<4B~fxNGeW_@UkA zJ}74;qyYeJ~~=)bu5-C~0k(9yva#WYVj zZiTFEI6>y7g*`KHP(|Nu67w_Q9mkuOCuqhsBX>jXWw&NnY=E-Cd^?JJWaT@XcLL5o`%JwrEg#+J~bYoZJ8byL}*34#75aW9#T{5YNrYBfvcl ze=p8+n`XY}IyZ`=?INg2-r6qFa%-LxJQ{T5WkEi1;kjL5h)=MO$K@*-sfoO{#IZ{= z)z@0>U*{{`RIZn3srS33>gWuXS>AG-$z!`>7VrN>ySMj`_Nom;3utjjqXqi%13 zm?lp>!YX37zkLF#%p~EUbfOdJylghCb}1INC3O~DSW3GW?9oc5nh5|8=PY4RaxJyP zyO40=V6XQ{wThViLB!0?TgpS@bBfXWVcbLbvJH}J06YAY%FXrw)upp?5nt<1_j2dC z8^f0NxtV4U={$C_v5P`{3LnCq5gDP{(o1J?N5b>lk`coe&X_^jJ@oyb$?LnI`cF_j zmpo{PVR?+j)T+Sf;j_BUM817eyg0RR^13Cr)LZ$Ggl;i4U|$~3>aIZ`Il)=?^vF_A z7#rX{@sWVM7#89szY}Im$y_L8v^Qb2)=#y&6-a^G>t?c+?p(92I=|f&P;&@f6cSeG z1pD5hE4D;f~uYZjjaD#!xhutUa!}M+NJ2`rX zBQxg@Nx<{Bu?u9Is8eN%QAQ~wSCTHTTouz}9K>U&S5BD*2FX+(h%IVfNP^!aM zTZ**=K%1G3&De>;8qXyeV0R@Gh{CL1Xij$hP6zO)NLtg}J5~AEP11MBCP}Njxqc1Y z_=z+NVXs3Sv&kVY=k8*>R2Gj?h3Hw8e|)d(VamegBp$Orsv#-h^!3_mzQZA)KjyE{ z?-2@=x|W2$Cr465-*CTe@pFE_#R#;;TA?IKNV0JRF&porTym`10z5qMb_g$T?)<^! zUfVs}vE*jcU3b?3QIkSPJJaDdoomEp<|YuEKywdCzanppl3>zwU77NAgtx8Iea++8N-iyj>DGnX1*XUFq5 zEXNxv$MU~7GmF4GRX~`aKAi4kj6k7wd4Bw(Mfh7(Im9Wz*AaHyQCVzG*1>(t?Zo&q zd3MNQj9=K<2;2$uN{4gXoHEZTzr)S2$PRP0v+$54*%lmkFPC|pyt?kqnxab)uJSY- zlNciElqe?V=mcYYWwzCQ{r288QPq(f+2+e3<8L(?O(R?MsOdwTpHD0|{t1(am;n24 zM+77*_y1P!v-12`z0b<_pXguzTfM)oJyuE4V!w`mCA{}nhjY^i%pVM{5t|4CZ`_R9 zEjJF||Ez`rmQm!zbBH%BE|Uq9m>Z$l?7qlmjR6{0AQC$u?RV!vbIZgcgJ$VV(~x@CI0m05ruxkn($_7qsbQF0L3PPrJrjKhQcfMU(}p6k-h|OT1=4i zE`Yz9Yg!&jzQ)2cd0m1BSMk;NNmi^>p`6KdT}62xcjfwH1`L4VPX7|$4X2{56(*$O zyi2){(CYcqFxyMZ4e_U1_`Qkpq1cdP8+#?m=x*@_D+8j6MqtBFEKdoSApR?x zBp@2`s+-gpVP>e~6%`@)>vs-JhheN*wdjKkrS2T_;#{zR1E0>UB;WGOGSWwjL@pD-*AA2l=ZK*QhiCH4`DzR4n6fapY9Uc*`YcOQ}%2 z&B|<~dtg*l`oOz_Dph>`G=8mvnQu%4Kg=b7gKa2zH)hHL&)v$?R*oh+V)me+qX-?X z*~NB_BotQhs|Ov_6L#%2p25?08BhH#%K2)ns^_RMQ$okfr}Vq@$33m4JP|rgKOl{M zU1`-pz95lXtSY@snQ0nWly|)I3%mn5)H!*j5)BE8A3;qbC6A{v(!$j6?Zun zc?RW)u=8{!e;13x6aVRK@S=~P^DSdDNef^D8boHK2K#DZ#YK7vOKG8~QiEdyek1VD z3dBn3N}2qx&XURShg`9;hn!58Lc;va^rT9zmszS-bZb}KaN*T`IeUOHKVg1ZOUXTN zA^d93Yfn@-lbM*B%rQ><(jyBLuNj)DmBI1<* zVL`W}hee5=ySG38S7(%!FHXO6T!el}4PVL*T7dEB>X+4<=wbjoyUnidWen;G&6|Td zT%{u?qD5)^0_hN}gxy3)?8f|pnQ z12%W!{rFtT9cx`nCnwG6{0K#LOOK z0nG9=mW2uc{qHXrHAN1YfPPduN+~B*vVOlsn!+0E?;j~Va;Rp6E!(ljwNL!e6Z?XOR4h(mV~~`z&k3}8^^-~O71NTRY#zIVAE3=e(do+3kKyM zjgy1>je4H+K#x0x8kvxN<$+`;rRrs|M>@grXBAfC(lZeC)~grSTEJz`P^)K*)Xbnt zK-lKk=IpmmN5qSsEeP|J$Ef_455GcWL-5XaCN7^~&*YGvw2?SlU@M(LCo zXJ62uSGS+4b%w-NT&hD}Vkn8SW)m3RxTIMkD~__HRq{tn^Gt9nK*T^S-t2E`;|lE~ z-Dr-g>Z7%+Z&c2g;F4EVBnqmnnrpqhGK!C4fVP_zJI*WkL~@qQ$gmtr$n+#>OnkMT zwIA?E;D`to3DPJZaTK4$(AqcC1m38xla{mg_>&ZdtGkm8u}uL~ zaE&1)cOg+HIJ?_Q67*6PZ|qedB&)@wtikLLmK{N?wTF$B5^_Pr$cTu?-0Lh_q0t$ziit^t@a&$~TEfc51nbMm^`x>fXVoY~JQA3> zbc2kVD^Z+&4=kr9DOHPq0c#koZWW0EWVLt@&B#2;gTXIUl5JV^6mg>xf`a$~hC5S` z@i58nG546FeU6Z2N?K*G=n&VeB{I~|t&-p&m@`}89@Rf0Gxc)b_XjEa>)FwhMAE`n z2YP%wxxe0{$SCczU^e<(w@M$;0&oDC-6Q z)g9NBzo+AIzog=yRdKjLYsuutR)_jqsYsu<^R1A*i4|UUSL#^%1xFc|^>1(|Bbj+j zL*83`!%$^2!E=F@-ux14+50kUby`Vz#gfiq4;!hP!}SIAm|p^kjfF&EwP6UM$*lDH3`or zZsi<8k=9cgv19&v&@NfQWSMv9^4C(eBa zNd&=vN1dePiDyXv!m}=4&Hg^kQ{N^?$v)!;L^WD%)12dh#03kUZh-m$(A-6>%4_W7 zLpwpDxybn<5DB{-U=e{TbWb_M`>g_5TzcC~R60GTm6#GDg{4+VJfs|iEq#%Jo?-p2 zm;#QT9`-FRnDznal1G6>xcXR9lL7L*oL`SIge_wmoCzex@O4#+mrZ5Gd*A@AP`RTE<_ybz+v{uc>~~sqCGPyZ8jAru-}MoH+-#?S zV*CuDYyw_pvjMlqx}X@}UBsQwm`de=s-G?1PY+G4KcU}evp;r)&$M#}-JPzPe>Q*0 zroI>21#*)icGF!4bLjHSel3qjOt%te&5Q1Ct#bl^5CVqTa*K2oxw;dn zx|7Vp*WR=uJ(d3(I?ziq;hZfuNuQTUPl|AUyA^(0)aC!EP7{?RKa**oe=W~KaexyC zIn)ouWQt12uG}DvcghrT%mkQF{VhXlRGm;3Ujwta=I(#NODj^4Wf7Qw?H5P}qz=Wi z`L}MQjj0WDgseEJBNGnRT#34oL)##mcGzN_S{kK)i*me!nEKabJXX609=tBrl&TnW z)b>@8(J8{W)yx0I)>{DO5j1O~ zI4|z*?iSn$?jGC;?(Qt|;+o)Y!686!ch>|bxCVE(%XdzlbN~C-t(w~Eo$2YF-Raq_ zo#}a=z~=)|;nUCe6DsM;7kD4wM&}|g+Y#?W6a>#cK$FP2YsLBd!|}%ZBm~`Xgp=ye z_N$EMr-Y5yH$WifD=8gvA?;c7lHk+b;vJ9)d4)| zEUyM1U^rN%_f?h`>@8Yy=&lr6WFtoW^DHO-HeRv*kT%AB^hPM|SED-}iLYqMqxEM`ig$}PBfA)k;V5wQIf~WF+;DW1S6_rI-5yANg zHf_vzCHQ)ZbQyv4bL%0&PfDeB0@j1iTGEw({uxZ&y?Lf`vrbFHcLSy(XWjqKP+9D= zsB_kp-uktQV0J#tmGd(Pl}nJsx@Z=1l}pH@Z25*d52Ux@>FlPs4;zswqrM=R>5^d6 zblKzv<`Iyw_Cmbn%_xD&(y*f{T{vsW)K}C9&U!30bnrDV6@=O_%|x=7o{?4qeyv3r zHmC1H>G#+{S32aW>_7eNjbB7v6ZY61c*^ca`dJX)mjosPt(jk8=~Sm~e5Jo2X?9Pr zVXS@pMDX~jbtmL?HjnIWeq~0BA4c+-E?h?ID}yg0vH@p3T;(7J^Wbp@_2(@04^#WvyR6%7f&!(kap+zDrkw*dB3L=+D1`?$nb6^w`dc z9gLE*$ATZVs2Z(Tj|_@hfOsm`h#_@rUHqPg?CK%#;kKxo7)3L~)`lr7^NF(tDOF`` zHb3O+4@ViOb1hmH<@_eoPe}2kqWhUPe8}+3)<@W1$8c8QWD3%_mP&j$kCia)Uk(T~ExcFZ4FyZE1 zc|2bBQ#8j&AZ!3yombGOc4gaJq|BKy_2?)yy$+YZOq+7g zb#S-+<2hTG4ZFKT9OUGD7(AF(-|;1rE!zeWcf-g{3@c7n`sSLV>-+u?cGuSuoZ5=d zv$5=xgmX)el)23+TQQb;5aU^vKC{eDnR_xBP1*2Y*7^(kU9zQJSReQ^o~C(B$H+=;$|Z)Fm)cP20RT##>o* zX=ouR>#{4kT^o=4_*T8M4E|@#@4=G+;B6k^1U`;6ShTF9IBBWu2(Eax{22)wyzF{L zN3WUhod1lB)L6aBG=8<_T=@V4>}6GIeDaW&@W|YBBmO*a;h)DfY*o;d;&-dl1>;1J z=f0P9tn%rVKnSKbXu3dj>+$i1IM3>~R>t4AQLXFrL&Nt!8a%HA$+rg&UxC@YgT_dH z5vImSBZuS~Zi7L(Hl_^&;Md`Fes1@FEL=Vo%wp#~j1?q3F2_0534s(EzS9hPvhM$C z99^K*&$4%rXA2E9s5h!kW&3VmRPVhPGt14Cnw+AhuGQx~8Q-TEJ8hR(k7{O6_IckZ zC)H`fVCWz-B)bOjXvh2u;H&*iQ~>M0+jHRa#4&8ORm*>G+u+ar?~{n@f7;3YT3+*S zTCE}G&?g6oR?#cFPBRKfJr^?^qzn5`J2MYe{G@<*OiRUSyDB$-T=kbfDwluT-hTN1 zr#9y+!D^@IaB0Sykf=h|&h<)DzK&c;w(%TT25wgn(ml=*?f02S5E2fQ}l#^+c>d$EJgjdEQbDCDoP`7)^_HLV1@O% z<3>}KUDo8bxA%#^=57avf4yG~Z#$N6{quL;cEOttjPs82la8!|4$eKHEB?wzt48x3 zra`nm*L-VZ6r)Cb1I|1jP3pkAol@ZG;50+yGU9h2P;YpxN^o|Uz~@}+NxatD`t&}z z^gJ;efO|v;`g-vF0a zX8Py(9w}fLT1gP;lHyPy{B|+mZ~hqIjS9)zI()u{DB=+`-S%WK)%$39OCYv> zGu&MWh_1g_v_#ElwEIhz-C|rF6YkEYIQ;Do;R33Q5*AgSj(G!ocYg(HWgk$gYSqu?4Z zp9~Y49a;M*P8$;5GD6RN^I`XEx5I7mng0MM>&FU-Xxd%Nor^C%VdmeY(I2l}Ql>r- z2OJCV4y^*Jz)ytFKl~B> zPbVw{cZ*n+etK`wQ3E(wHeKCMHfsrkl~Dt&Wc6(oDiWf&5rMIy5H2U$W{Z-v0YU)x zx7+#Vou(a%P@DmHB27?nO*}r-+y?caL|B*Is3J zUo-d5@3ud#v8bHrq`TbjF%m*ho4^*rc;jbrA$qJ@;jK$8ToW7V0`bjv#)kvhj$N^N2$9vV* zS02AH8}GQ~T>XPL89rz=*?m3DG9q!nOyg+=Nr{9$Yo zQOAk64heg{{*?1f-P(gyVgzonU76MmI=EhC)99gKq@Ji_?k^zTDXa#%$uOW?$hcdr7?!ej7LulP<6l!;ZYfn)j^UN?8?j zyOoMf6DSe1ySNW6F;yuN_(dHi*VW`;4R!e{<3B&~o1T<7a}Lqx-YF8C+fH3)DQe-L z+bZ8%CNS(6PF{L(m-;OZCSN*nAG||o|Ju<0FY+MhPu%~-0ziQJiJkX$r}_{=UVW^d+h=x5os+iZp$IK&9V-9EmE%wcX5X)zBh&yl0{t zt-N1FrnPixXF&>gSyN32lSU0&N`CiNWPem?eOLftS9mds9+c?4Jrl(4Vha0$9kQTg z6YZ8GG`J)($e{KNNNO;iYGk;ohm0x>GSNPl3#bQ`uKfF&X*(~lthDR;jN9-GXAx|x zR;IYyI^q3q1U%9%!n(Pz3d{9ne#c!rvx^gv~F(`z77)C6t#wIy((?&5D zGqROM0T&{&qy`JqCb70D0TCOz#Q10n2LAB7FSw$Q3t8g2eppx82Tf{H65&Hede|g< zeg*0t!s$PnR{))DA4Jy18dJpGn@V()WWxS2Y|S$mywaX(UV^Wi3t7xYpfR~rDFo9J zIu^5?;96Gdjjr!vai`1yUvU&H3(`DB(=A|V=!H`QE1is!#M)w+VG3ge+`cJbIGjp= z*}q4B8lNfD&iI<4H77T&&8Dg*3!|Y^91sZ_kX?yDj|A!haA=3PfO(V>KX7qT`d^)p z87Adn=5Z_q8{^`Ql_AXjWtdi{Y! z_^HUyBF%<0x1i*8*wOW?RYQHtY^_hOnPz-SMNUdnD^Q-lxkm2ZBlJf?Vc!@fW4UW3 zUBKMRzdeAVeXi?Ia`|X5vXF*8?{Z@+15RpAc9xbJ#e`CIEy&K%SL%mC{*a%koN~4C zavDE3YLw3I>J!dnB2r_GQT`wDL-SP8f3Lx zzVD1?rN+maN%nHVKbkfFYO4+KbANbF+s0Qq#N>utX0d8b%i=F~4#rX{0%_REKHsQP zuE@UvqdpcA7tvn=So4ou9ih|ob{oP>bbD9D)Vf)pq(2`H@pu#P%ApB-ASMJgexdhe zFWU!Ib>gfY6;fi`bDEr1H!*mhRxfCM_Qk?P98-*xz4tQ_)|ZsTN#;Or{#KXE+2+=f zOX>U2fOv|pd0YNV4*OOTL>UQHfw)M*=Bs4^@WY(49Md9xZb$$9MU_@EY=xX?iI(ke za)%uf<_)`B>wL=kuFmiHP*TsX(GY8>D^3lI`lP%JM#7-XWF-2|#&4j1*qXVmh1h0- zp1bYYActGnLRt**f%7B4~pn$NKL5jnD`^H*lmIDkg z5D;+xcDA<0`~L8_b@n=bT|;K{c5}FOy_UAY2>s^P=64@T+M#!T-~E2-q|C!igyNy> z*6&36_I9;4yJ2j1=8>wd0134T$sPnj4kZimDF`Z`5dAZMh%3wcub zJek^8s!u8@_oq~akDt?vYg?z|W!Jr>@vNI&_1cS1Y09*%o7o*#e5=+N8}!%a9Mh;K z1*uT}`&R6GGCjlg#5m@rfEk;vkc{D~MJ6X|0!JZ4CU>Q^zpzMkq90J*iw6;l5tvT4 zIgYlSjmuMw>nkoNFRb@P?NQGsQ)9vof5}dM@@W;35s{Kso}B2+>(@A3n&90nO9rH? zFJazFFxEsr(G)eEqICucPM2}<2x+1#mW-v}Avg9j42dW*l$Gk-0GYRObAPJ;5Y#>3 zB)LKGsN8#97w?_5G$B_e?G!4J_%k5?l}vI z`Xlz+8JqRGvFZkaKqC`6Q9X83!xP1*c~}=46)aYaRhr3P&>y>kYX#Ne@JDZi+Sa90 zmSC0V7sh~eti9?u0FeB^bLC_sXmkiYr0TJe-gD8e6a9(}&u;4`H?8>l-c;Un+*ja- ztNrmwbm?&G7z_kFC~v{h!iwbQj3a--N7uleLGat#HhW!HPO`#lkdRauM zdYF_&JrZ75VLT3&rhWW990t``T!izTkj?KkF+ro2HX5t}xS7sjsZ6H!-c@_f)8j7M z<6*B3i@EhDXX#@Lq(VQgjtbm+>AM4jCoU0Lw8xe%bjG*hvvz)_3TB#}^(Xh0K>COk zclpK}e6oG^)H9Y=;jD=NDJPU#28xnzmQ9w%U1H~^->TM}YM~7rj!@8+)g&=Ya%WaU zz)W%cR(970*gN5AHdob4Fj}1@zQ&`aO(`UM6+tNvW2TU+J<>*11f)N?U-K}oulbVq z^z^t9?(oN5elU@9ns-E`b1AXl_d?8#S{V{_@3`+>YrC(<(JAit&-at?A9OMaOtte0 zoa&~#oS*Tiq*F1LDyNg=vE?;yNKy`cAjRkhziN2`r_DtS`yz?~ZGluc0v>%Q-j;ia zQH7UahGEPv z#Hi)j0;Zk@rA)aPFAsOqw>pIvu|4h6pa_ksfOOly&TrA(m*CMBfw9-fAkHt&v76k9 zNJrSfT<_n6ItSYV13{s33xG$T=y=!uXutoco!`>F`TDOTbckR;lcS$guOU^lkG(g2 zGbC?s@9C(+62NlF@@wL=W3$2Aho|RqTmCgfUN@}!>ih9dWf;a>3dij~84%j=BIo#!>8g=&_bDZ(#dE5ap)hh1eiD74?Y-I-KkVS)Rzt)8p3VZE@28 zmTL>(Y);RNMjf%RAtWl~|9W%ddVf1x8qvM}E~FbjzSjP1bto&Ul6q>UPe}cIUnBXe z+y7y>VIb%Q&;^NzbPBBo6a#NJ53lMyJl0UpX%WxoWVu#4e<9u$hgHbP$kyMzYx*?@ z@Djwg-u8B8i&FB8Mcx)WA*yf4RHj7(?r&~p`$z|0u6FwSV^FX6&T8(-a`VEk$O4nQ zB_0#V&P9b^*~!;|r-#>mRj)Idiq{MO_ts&}K>tVJ#`zwv?YV!}>hv~d7)?|}m{;S^ z!^M0}9`NYtiuEbT`p8Gbmz^h)j@lAD`rW*Q?=v$umFHU~UCXisqNj|0scPLn4K4(1 zG9iK8OvT@XQFORU`-5(=`$ZtymDd#SAHUBkf1D>@tP0Wi;gL^Hb3uA$R@nFj$O|ia zGqPg?x}0Q64W-cz#IOx*HWi?UX{Z%c28}@vy_|~CI-Tx$))^hF_5)TOw_E$%%+v$> z!pztM`;ttu1N(~1j043-Yuj8-zb|gr*{7;XQ*I^xT=kR7LyN0CRu#JSf3q#jYyz|D zJ&;*iXO8T;d4wm2+;~JML)>_JOp={GhB(7T=eZs;mZq6B2 z=)!&I75^ej$`ya^lJ65yGfN*(irD&}wqsQ?N3HPg1(Blk?$p4`hJsjLQ5{!J$eQqnGeI`|AmBihg(Wi*Ca7gfF?$LEK|$LZMy2W;q?+1 z@J;luKew)E)`$%v&=jhu@lrpjo%B*qVwL$PZ&EcWRC1G`ru=c)jGHT`dx?*Gts5VW zd#gLszy{HrTg2`U&{!`q`&RiFkjbKZO8>36*!C4sA2#>$BSfJm{`V11?sIk3`C8L( zqj6Gk#p_Cp@qFMZSJeued&r%g-Qph}0OOYC=rdwdHFx|L=6o?zyGJl*gHYCSGL_z$ZsvV?#orI9}eI5lx3LNSq zeC>S2hXm)`G{cYlkVPS`)9%2jSYg&us%Um!Y8BIC|C4#BP*?iTrnjUzstRml2PhLP zAG04$vMz@Pd7dG(X=2%yZ^p#;V5gsnt9U-DWWp=s7S*W2pkyAQi^g@hl%-!N$Oc^IHzx`FS z-Z2^*eA5re8dh(*vgKbtZm}`PDegF-|}2pHLD~$gqYV)O^?U_B;N!b+FOz zJLd+E_!74wA99YJ$mYwHZ$NGG=!cD2`QHmPE4T@%`1q#b`S!=y4mpL@8eAl}rWNTJ z>GmYw55ZqwPA!8*O@9>;$^f6bwjNZ5nqjU79#Ww$q!%AjO#<;ZzF)FrtSFQ;B#qvy z^I#1EzI;v zHz27U%I&v7Fs2DApeM+=hd3cK8#=iAOENuHYvaZ}xE1$uLs2|EXz0M!wIg}bfGg%l zCNZ0Zozto1bPoA^&Y1N&hK8+qVC2SR~xQ&G( zRZ22xAT)^7lEVj#S*Csnn(n@ymchqU`Wp5%WoagSHt3QpVA>j1!M?}6GE*xZCZFhU z*=)6YdPPk6`lLJlPu9XO$V`e|1L@opV#7hM;>PTGaM$ZK?AEYSlF&C0t@4sCjShDvn z(K+XuzW)T^RcUU>1BS%~R^=4Y|(>t|#X+Zp)E_FjqT{}hq&YW-we45$Y%u=NAmxkl-CqInvVk8U+#iT4NYh^x7Ip(+ry^ zMIdAr(B^07-B%Kn6O$&|CrB1HV`%0djZd*U3mIBqrY6qJge(x|h`Q7YdBkIK5Pnu6 z(F#`uOUxQ#MFYVYn&JE%ModrOXT;V!Ix(5vS!A7xxz}c$DHWK<(~DFnHgO$9Ds9~a zBJF!D0EOY=)sW_hTbp|wyAb!@V?em)&un%9=r05zp_CA;9WF-HBPtputE_c$4Jc(vy@uJDfQ3w4GyB$*`41x!! z4Y?&`hv|V93nB1?^pD2~U1g*%M2xCPOpRt`teQf!)Y>@KG)WAdW00_C^w#O^N2Dm{ z6K495QV~f}@zKHax)PlOV)eZa6b~$5nOqF$v6hG`;UvUij#a#n4RL2pQ0{o-VU&(_ zJe6Nh5UM+rPznaL0N=(|bu9i&FaQ+{&uMls6Ai&)6>>_F>x-xO&*Kw23`B}VjeWB( zswn!u#1$C*^&O0{9SeDghQ4A7AqX_TjsA&y_7_;OoYiCU1f=Oz_G{q@f3%|Y{<3@T zr7P6ni`s+N3rdII^ruH|kxF7Q(YQH{IFKOkiHOc~({sP2XVSZ_{}O@!L;f%Et&#%M zI?THn7Mg(^{MOq>#vzD-OAcbdXUB)54nyawH6h1?hI4l=RYZ?~g_a{=&xeK#rsFU> zqJc|j1%tUlf>d3YklTWOpp&M;BMV4j!cuHle%$wN#09pni5PqcjHu_<$}#*ejnyc9Ds6|;Ke@BP(xb5Z!lisirUbZe}$O{E1=L< zqi?#v(Bl%OO9$JIW0^xstex($U910bNjVAyrU`-a*bh%@`;k%nQRpqrq=;sETyAX> z21yc0?|;VeN>$B%3`W;8^-VTV!H{D@{>Qv^5E!Nl|Kk7$E{B!kC@>5%heqcd=baY0 zC1UsPV#)0?ulsfK9YR7LMD(9&YdolrsCSEF$WPE*oa||;zo2o_s*fT0pg-~OrtKd? zwm^M=_~)NM(gOT^+#GC*7LHc#)*l4ZoS*prn_~R`4UIp^K`_wVBYe-h&*p@#@2zF) zM}~%m22IpP<6MG1a!^&NY?y_XAM??PdS@Z2Y?GAjd5T4H_BZ=7I9FgszLtX?&Dd zHvGw800c(Nc=T|JJ^wi|T`hDy1e5`m-3fnILYyqLiCvwR#B9h=YSP`J2IPL4S)kVJ zw$y&%u%Qej4=beV&zxD;w~%%bwsp9fHjo&O=i5uMTk`SGC8%12O3~Mm)#W&#z9aJ# z&CE|vaU?GWp{>)U#+3MP=#N$;T$WaMLmQ4EQP>ufqnG`Xp>b}k4OpIe6n4edd>1)| zOo29t>jN{N>yYIbLSDl<3yxZ}YxclBsW>FdgKAweRC{wev4ytO{RJr_XoIlpt zs*3{>3%^aC37xEH&h~#E_;RGvS{#U5A6JV1GpJn*O+joR)3;UvI!L)E5OxBm*exs| zKS*q_I@-Ygk0iEn*f1;zhJsHFokkA(2bIaS2#Q>qSv}+W-2-7g!2|?AM?)yllM^zJ zJTZPf@ET1nq5(<^QH~4m3>kmLmF%tIvf-~vlkOYny}~Bc*$`z7{KWp|M(Y@Q8;y_e zC+)YQaT_*JZ)Z1iXN78{y&U?Qit>S>2mhtJ1g-o*Q}EAT>EqV4D%Zc3F6h%B5hT+! z-TP)dN@(K5H@hLe{5O0+_5DZy);Z;YatIbeJ=w|-hPB7Jwd}%u?han z0Z+@7{c}=y$miw2{S^gFox#w2{-PQbc3ZI*B7C=|fZIkxgtREYLzP3vs0XnO1Og*k zpzoP4k3o7sZ?4uKO6VYQjFnPI7l+^^Tn!S~xdeA#PKbExM~`UO zK+aOY-FI!>Je5w*r+Ml+r3awlz5T(jov;Wkj&VY^wwn1g#2cp`4L)Z=6qb||41DYiPgCO~XUr!_c^cpIAs{~ZW6Zc{ zw{1+Weo3M;CA)!Yc?laSM70KIA-b4)LA{GKTwp{W2DR(F<%2(E6vnsZ8HuYbF03zo z{;e+%nJwJcMkMtW!-E)c&$k1WJfdIL6YAKMWJ_c<0*)O(LMu3npr05Q{M-84ZQD{4 z9B|{8(B~9*owYFn{=1ncn#GG|^tdd9RQ13zOwklXj(d5~Hv41~hGAg!H{O}RAktQd zsuLAAKQpj=RX6T7x*i~VGtRmpS43YQe*RdRDfC8`{{hF2qQ?qCRO8Jzpr>Q>oNf`Q4PvRaAZBr*fACDe!ruDLN?^HD_v56~yI@jo2>-hS zkr}>ZjI9o(w0N~Q1v3Vzgki$v-X`{R1kD7Bf-f+Rh@Zw|N;=(*l-<{yOm|c}rROj0 z8Y*W1g?GtQ+)jSmO_H_ovd{Y;lmB@r|0SNjv+PWVewyz(klJu7A$|)xP;8wryb%n1 z>tGPId&=c}olgH><^QAJq*HfZoj!1m@$f&H!2j3qq!YA~b+ElA%UCd@RPoDxz(g>V zCW$TbkwNn7iJc$WOZD*1|6Sw%|3ZP+L>c#&8-6hVDGp4LqsK^*%<~`2?ZHplp?t5R zaKV#}1^%T0(B0UsC?wS4guA^uWg*ulq|Bi#wIrT>q^S-Q>?^U$Lj^-yL*ItX>c^^h z(=zoZVkWdRYm@>Hf9&2q>9I>Ne(kfyhfm7KU`^J)xM@tZnBc}WK`MG`tnKR{)rYVT z_DR@jp}o%oH_LfzG2_Yf&af@qydTLwdhZX*h;$tRJCzV3Mz6j65M9&vgi(ZHoho6v z&cCMtR0UCe+U_frXN*C&!K}fsLWOKLQk?byAj&v;cqV}Y9q~6hyq0V*a;^Duu_|23 zzaroC_}7UrEu8@v+=(0J)C?WQO0!#g!mQ~`T_XJnt=h_EZhMmUcn7og<-j{^zj)zk zqwkV{oLK}-*pFnWA7XNYe=_3YOkt}qlTQSFG&geI$}RBm{PSFBd%Afm7^V+33%xU1 z{@@7&6-|2!g>#A+I>#=;?F(ZrN$E>5};@x zve$e4i(}@U)Bi#5$bb9T@h&QXI+*%u+FhO+7-gE0`8K3YoFRvaN9jQQ4H!zxp`Mbl zEVyF#$L3$53k=6Dda$w#%a;$>em}09DCN`SkDi{7uDD?6=Z&cA3LJVI5Ph~4vJI)J zjuN??cBr_DIl0(HErfY_TTZYsQd);?#VUl{`rR;mq&OYwYYf9Q}yvz4A zdw}01{XQbPMfaC3yPhKyJ900UN1YtFvm1Cd8Tb^OK;fn)!4Z2OJOnl8j4T>OEQjb1 z7jypv5)&bk}k&wLry4I63B3wmgmE}md6x~H3(}{ zf1~DSuaPl~*-{PKO_N1DIj2t45%~TMf9l|e*!JR%+_wS5hXc;kl)LpL^nM(NyQ zYjz`dQbi@LGQQ}~tJOLj^RaPxg=iVUXz3hI*MW<^5YtDA)24}7O*_}`G#nxVLXu=v zvt?g`A?3rU5s^QQG4G*RHaGUN=(6D8WC%Ih41k9M5l|dCX;aXccX)V51}C5u1ZsD) zXXORTeiYSE&t}Q=jZ7fBWelDGB09DlUca7f@xm9=^o}OZSowvFP!+WJ3;Siop%&QF zq^4Q8+jT=fUN2qVj()ll3?Iu{YH2$1mX(~G`4ZK=`EU|vnhFZ=3M7NOL5X@i9TGue zB6uOMnuMwpF`Q+6GOH`RXw+QLR^!*ms?b)TL zSHCSDRng|Am_F%tI2isB`*{`o*lF5Rw*_(uL_qLoUUU~Qp_N{(tT4pp?N0Ny3PmPiqjSPTFg&~!&)h3jm)h8F zIq5RYi*LF0mTm4yfVmnk;BK5V$lV@a^Ihs(Sul2uW<+?b(b=&y<&0&*iZqef+7kh; zF1`krHhuhZP+bU<^QOhXHMz$6Qno&ZAio*^ZkwrB0(zx4GTlJEw_ehy@kd{xYMR)c zQ~1}5IJs{ps3(i504dhfkmT#j$xIm+nQCUMy{An#B&xOM7EyjpWA8A7v+;w#5Mi)C zKa+3$z}F5}4y7K;UFxpr-({aywMjK;<3Kkxn3PuhatmP!= zMK4g%trU>;epKQJXT4YM66e3hE;(E~*z{cV?v~c=-Td;4fnOy#ypEULAj^&r=Rfkt zOG9>u;@1~{n1^R4)z__i4}z}lhLq1MGEPZQW&9L$`&YL*P{x;ZPg4mOWkZD)bQwZCKSdTY=@^Rv|Q#(mZ(6|;F-=YpK2mUkPmS#|za zcu*K~*}}p(y**yv;ppfmLDJnqj+utposp$09jsp)dt?%#eypW$iPz4ZYL;s>FdIW} zI64dMY+frHKDA|~?iUI>&9JJ<%FezLP3iP!_3(C~4ZuVtY&*hqu2hnmZ(pr&7kb7S zJuqwKFhEHc8tSYl|CRuq&1%F;?qjb(;`nzRu5Lu98Bt&LQLhJc&y}Q$q)r{{Ckku6 z0f6)2=SQm^haDP=9Rfar$7`yl1o7j_4vbYDRDOnjWi&EfJeTUKbTwP5TTA&vQVejh zW>y}%zz+zP_>R#KT_qIDn-eY9k#VG){#7@G z4vDN`RUN{z-DA|8=<=fUiBPc)`$h|O*9tte2n<2Wqik|67H$mgt|*^Frxqi;GIRF# zZ4f^U!Ss{9?HVlx`iA()`&vqG9+nI6w{{Av@_NHwY3Kh;NC%OoJPcYF>4fM9g82xI zYcT3Jd6I*8tvu7i^uPk(?*oc1AZ)RY^eyu?z5xyNyc=ribE#ADsP)%$YdMAuD){XQ zV6P}^;F~IWJVYrUv2G-@7^=hvL@woZVyi6DCyb0Bt{q{ZZG>$Q>9Nuqb@c$ zMQtFh^I1o^CAl`XHn|q;j9|)95LX*HBd;Udl0GADeK&wAWgw{|mafv0=nQE}YRbCh z-$&eM-^VPDWlCG{ZAL8pbGmZ6bh>=Hcp2TCk6Ac{0r(n}grF?W0u+R^N2w~6Q7Td^ zlE>1;QfXpN(Ztedq7R{uAy|Ob#Sse9*)uoEu`#4ErYK^mW66=}uzd@WFkr!^VE;Z< zaZ-x3M2QjFucPQ0bSvQ;f;20j3^1~|fGLO~E>T{VLI+_qw+thaI%E)Qkk`GC&X$id z7;_Tr9TH{oG5LuMfOW)?DKgQeBB>=+(YEF!@M*#^#X-K}>=cptRMrTDA({DwJkSV` z$z{~^Ak5FyAQ))~f(eCx6z*7ol-bnTnxVd=a*3D0jwyZ*Z{?c5dcd!=poU02}?KRp$AJh+B@%pbjwiX zE5SC2%2)nvhdzBUZ}}lFs7AvaC>=t@Frs>iBYb9>_e;4z+_LEV+@}D>D_=*NyD{?P$Z1p%Q zJ+fsOi{k^4j;=4bB_`UwfHJFmBu8@>b*w!{eqFjwN%Kmpk41CKvQH^Dl5rqT^A)a7 zy6=|jhp77KaoH|hUt?~h?SL<1YrHcGP_Tw|CT?(wP$N-w3s#Y;x&*6880;a4;?=ES ziNLzh?7ard8-12y^*RwFMPiM4|5Qf#R_iJLGFw)v`mCm6OFQhRN|%3^yYl$1m>($E|Q#~XeBzFG5PVfm*rLPyNTJZ!B^FdkuygKTl#hsTV~=& z1sTp5rjVv0TjG7N;BR0IQsH4|af*T<_Si%feEAWoT})S@UjIBxtY4r4FnUNXx*~}3 zpHK^Zj-tX0`Wy@nMI!p<@5^F9OQ3}OJ?u!FL@FToiTIX)^#H!?UhTYKU8*zGm*^Ik zbv&z#S5+nd4ZISu65~tk0na*kTBh6-Ez~)I)z|!@?mC6pM*|)N^ZaM1y!`K2DPWL6 z??W&p_LEe@7K(rH%R`6tZ^7DxkjD-la%Ct8*9yRltIAXbq|#;6#qd?|Wy+|t74Q|x z$YUvzvBp5fU`cT(ly${Ox^$4VIB~C7B+USNp-rY5Sa#T9#BolgEU65ujLan%5DQ3n zLiHfNWjP`;n6FVYE)e5svW1^?tEm93Q-mgSWFeK4s?IXfxzc}2i)w%jiFjxD6VXvknKqzSlW!y~bN;y+H)*E^+u;&0X?kE{ z)Z%B`Xd7$&Wfpe*tC}f06NgGm^Cvnt6LO@2w!Puy6yn}hw8fM{Gpn2YcwZXAQ87*$ zUz&aAKzS?J22Z-2ilCNe2kpPXJax0}8yG8E?1lbc z{(1lo;(Yr^GeaRhuHsp=W&Ub|;#S8CVahh9>*A&Z%}C2zVTvPqBNezj%-FSaQ(og_Z~@(k*7{E;9?h z4uwU&Lok{txzk)sho%`b zX}Fdx1&AC_rU;sBrVjN>`Ab)hax|J21b2>Oj=}`8#(hW^vh6E91ezBF?Cj^Kl_I~p)U^JMCr{6^@54P3bld(2u@H^Jz?reKC8fWVp1z3XJX6|Q^Ubuw)`tw z5Dc+j-s^4i&M~BmZ#a&2$MV>QBXI-%+4JwA8mi0teDf^y4A)w%vOulou6|Ky)MnwE zOTR20tHkVJgrnr-gi}mFhjvNvtc!eby;O;Pk2Z#kHH2?GOv!;@6lbREfVCBX>S{9Rxq;gk?!6x~ zC`b^}m#2@Row(aEqPmudG@=yPg!M-0GPSi1n!lj-N6zbCd{IHxfrv42VMYn$Jbnx{ zgZww}nh&OjI7c|Q5=Qe8?T4l;Gai$Um6BV~U|3gmT0FE7Ch`;TGt#mZV_Td@VlzA9 zSlAP$z`ktZ%^MEm7GhrH!*#Zrj?bNh4xfcWDnLo?QP+V>>qBfo*6IVuHW_uG?Y3-h z2IY~Bp^r_34UmX71scadl`^%$mq?BBgo7jl3PY%PEms>Sl$%2ey% zT|ju=Qu9V`h1YgtI|&6ud$C&LpIt2SQfIy8on8(U{v2~UL*#}XZ2CNKzQB47#av(# zgVVNB-sumPyRb?9aNZDs{!UNO8){8I(FJY?^m#wLGrmZlq1R393vb=PU!8qn<8rjR zInhl{=H)P&a^e&p?WtEy$1U^)VPqK{a$+l}Y#6rihod#>ni-(_O5kdKr_!zF#Hx!_ zkbO$~UvO9Ba=gfT{PC!{P{(L9VS>pr>WxXwJKX)sc-K4yaNhrE6;J3Oe;RN4Su3RZ zTGDt8Z%-(};QX*lOT{PI^5H&k-KRMZ?H%$xSy*DdXjNlH;LKuuNNghz>@oV> z!K!j@9C6SYcL_{ixbsEl?!Sl|MX_xrbzRVPy|6yu`6CSPEt+58UcYQ&qK zOw7${bPd;#ZOZTkGd*Cr-^X}-JTw&HmLcz$UKm>O>GGL!O0;fE$%d?j#+m{dKWS0zK#y2 z!rh+K7`OS;(U5smS)j$N4sJV)@#Dsy6^`u5t0h&QSR6BX+95Y~5#sA#UvVXHCcux* z;+N$Ym`!ByrSijouPqa4IB046wO4=D&Ffy|QcY{zNIU^17*G3%azBVA`p~(caPXN# z;U=&cAJ`FQ%()=7SYCJf%;Jb~u<3D8z=fK6-92<>gR{|#r4NRn2Vb&7+TI7puLTc3 zIp1yn{PU-0B8ZNiF({)G6x`zP#n(su*@_)oH=J=XYM#P825JGJQFZS1&2M^Zymv=(Bp3o9}%0(H~u-nxRr# z$NIw=?JNt!)G>ViJ?E!z;_j<^8f|)9y}Pfd2fh!zZe_jXG5L2`DLrmmg+fAVB&0f> zq)UW3Q&(%TadD|?p2765b?I|$vbEIG@L+(DE=&MNIg*u;5iyRD88nLWd3Y*agoU?> zDPnM`R3%0vJ*nMnG8mfqsprN9dtz+J&$_>d<77Yhy|AY0kYvjF{zFG*5cXdl=2PqvX#dZd^I7*a}Km)zEzc8m9=du73TdD%YLwt$)s+_rYHgr&AjT3C8kLj~Iq9Bn@4k=0BlV$1t06Sb8fO|3tF@$CirVgYa;5|8!l!#Sh}DZJnv&BoM&~DfBv%&D_Z_pxb4dIN7 z$dV9pS`a6v4pwz9=AIF*QU$3M3fvGqIc$w8n1_Q^Jxkf&c=&ug^flxpbxev0kA6+h z0ZkOX8Cav#JsUOADf}u~?>!+lp}$h#F`vHz!a9W;9FaOBn2Z6b!EAg$w0~B|#s%m# z7<`LY{jb5Wv;)`@+Mv5k82!Hx&toL*2HboK?!CU03opEu&(fm(1ASHOOa4Y2T?axOZ zjU(TwlX+~XmXoFIN=z)YkJ`)Zc+a8sZ4Na~%%Li*370oVIR81Y!#>%!Iry2u--gJ2 zc=mK*r1v8GpY+n}%>f5e{;&{yx07!|WFLp{)Be|56o_U zXyNeiaF&soA7_oyXd>goySq)9v2o$*x`)2mw7I)udQ^fnE|>PJv=Z+)>~OI6J<(3P zCE2%Yl6=(osP++%yMK@tE&tn_s3Z*nZwI1=OiGgdlC+mKfdjO7(-O|(!PkUdPb*3C^O0H4Y6Q?!N z9@d$1ttmMsEjyw!=B8M4Ou8hsUaeH(i=gQ~-W!&l>kaiJvwwGb!{k$TBl~^&+Iy$yfn6)b@TdP%L;4w(bua41bqW7{) zTxy&5*e<_#O}=mN4l^f*c2h{Mp1*_? zo@39=4avnx@BU3Y8L(~^#&2WshL%|doS5<*Ez9NiwtuoGl^1J_S;HqMrmXp2!#jl$z5D1W&qN0^qsVnoG;aotnY^roejuCd#7 zrlBc4Dd{yeRjK8-lnFD`daXjC#cNQ2D(`2C7)3IK;ro8yeP6inG~V}_@Kp^lr|w>+ z;)PdZiKeG1e&H!54|3mkmKFNF!}LDZ%C~*}ZhsXqRd;@N>&+kDREgZQ@xz_1m?wNAILraP(mfy$k zZE+WgcrC|48eHbPw@Fg&6*fW$7=@=CDhNrI2Z>LH={uE5t);W?p^>HUazs>Xdv7=7 zw@1EPe0O}ms$TDu{|_-=0^L@1u6sre=YJeYNAoOM)6qQ3mgP|%V#&7TICh-baRxgh zAqg2ALVy5C3Us1CZbw$Rw0-5?w>l(t9Mb?DNZZ>MZu=+~T3+XNtv>qdw>t3JTZomn z_c@ZRICcnub>GrjmaI6^+5h(s-~a9ZY}aC5Levsoy!-y=PTp3|piJC{#v{XrCx2Im zN^`NEqW{3r_K^k)etO^2hgwS8tMT)pXjH6k8@qQ~_qqUG>UFk`l-FGZ>ux~0kxvWj zo@OITKXnO%w=$-&PoMXit}<@#a2a$ttk;mSQ+B5))&tPhAL(Q z&BDrLr+MJ+wGl^lbBi?@_Nn(NsM433IyK4g(KC&!8!b*+L4nv(GN>b7NSaFOsx?0z z@)9`Ruy(T8v3GTwTJFpAMy_%$d_22OMT$xvGsnAOc51)+1|Z=cq!)RnQh&cXu#aDG zC)^3f47+lKiNJiFMkq8qqfCQ`uBBp;mRU5MWjf5He^|#mkq&O+!R;ahc ziraQ=E5=qF`Rw}0rolFin194@v5cl;J)6?OY)~6rIlgOrAcmgW@u{6Do!x1QN9+L; z?eIDDfi^DG9uLM^M-HzV{qSf+Zm?=6)) zI>0~~iW_2ws%`S78ra$^=`~9)|2MT6b%Fhqb7@V1`BKk=|91cJZ=K2Uoe!WwTyA@7 z+qP~G1D6#C?D02~&wt+E-Fo7g6L>Wy=859LJ`dNsw;QLc6b`IN2Xf4R11oYP17&Rm zF#>v2oOT--qaOB;bXI1x4;e^RnKG&}?Wi$oc*O)9n*BNW0hV=f(I3F1z;hA;mQG$E zsW6d*PA3xMN|JTAC43p5Q7I)#_cElhr6H2C&?MT7qV)u0ZGVVHl4>y%fm#|$NEoGz zxC@GH1f@}2G2y>fY8hT_gKG$0eM_tXYiOxdhpaS8F-S`+#sG#<%u+3k-XQb1T#R!T zJDXKy4NQ6{Fcfpq_#(NmePL6m3L~qoUY%5z zHOBHQXb19_B7be5GnrZ8Q;|Q!E|V&6SGo!OA}YNu#f+I`G;N{q-=cpcWcG$|EMu1w zZ(_g2DN8CEitBJ`m%*waNrlybr>?xHx3c_eVz=9`BXL@*zT&`tqBh7#LT1oh@!>yX z^)iyw1wBwNq5$q~LN)TZ&3^%6{L}@6^H>AkS(MF6VZ$?_ z+C}a{gnkFs4Bk|bG4X!DKgZ$=>Z*6Kx=IM@YLJ%bn$z({3r%#CcC?aET@A<8Vj3L~ zDcx;Jf3x4D1dRsvG1N2W@@Yw2tdKoFD+jbwqzgFlPqJ!?KnXFUWWG=;z`OU)fFFM% zxU#}Ja(|9XUczoeXvB^^QI%MKl+}c2)4g8Q`^z82e-+2}$I*CP?1A%!?09k(m7Ejr zMB3-tVP`&iaBegMGq#|p@>Jo*%BXgcGK&An)xKupj-Jwao8NCkS516uyg}>BxTAy3 z&eGRZTsrpfW6_jTna~Ein?ExZZSw2Tu9nUDgnvWs=I}>3x2x!1P)g|5P(qB~0IPm)oSN}KuL82L{M_SJt5bq`I#|VSy(E8~*D{6J}lb<`V zSyVL>jkm|KcxV>gdrrI?X`g>(bdLW~)XD@^2LX~aX2`f zYk#ybq(mlR+)YE7wk;h_U++X)s@Ujd#FPmCygz2O7!=(PzW9L$U;aq1TyL|)6IRYZ znd{8)4fhl_JTUAvT8$E&A9^G}k!S)aLIu+cwad@(+U31ayF_E><>Me<#?O%gO67cd zL*=n))!F}er1T3Ofu@hV^pU>O-yHeFTYvWMU3W*3!<=V-bbqs8?CgEtdZ_2v`o#R! z(Aty0uF#*t;7USBE3Y};dr?}au2UmY(<~~VVL6mn1ySXB**J&}-t9K#Eb0lDgPh7Onv>CCON#F`oN~NBdMeC>P#`Q3k z;YH60ie9wr=b~$`a1oosDOOqfXS5q!8cD)SdzP^!I8cQcaPbx;i+{5|Qlj)8GrZK& z{gm)$6#gvd4#TTkcl8g1jc5TqaDVTV%?35MyUrs%#q-#cz>V8c6+$8|R61h>O^q=| z!3pK29hzCRrc*~nE!1$8tf)X|nwy6RmEg&+29BC(K>t6Gh+t$Xa3{t;ObBR^mO6Q4QWt}?z4OK(0_qr8&0lT zbN{-KO!hjZb(>6Xt<>iz4H!LQnU0m_AO69854`+nQEjnm!evwl9Rbe)N}Yqc)k#6O zdSV*U2PT+VbYE8Lb}!1YHNwZKvC%-{uN-?c1mz83jIWB zSLHSS`>F&L@78n<%e)?IAbq&%_Voluo&g*zn%sA@qXR4YD}>-|#VlR$L<*U^$M(B_zj zi&-eF^kbs2y)JA~;HB3v@Gi$i%~XW@N;n&_Ge0GMDYFNgynkQvh8CPAe&zd01t5VE zyy40ZtM8uohgfIEH-8z+1e#omkiQaV9l)y1NaUPD1#c#^5Haus9LCZxK?n3O@!>mb z9i|dtA{SsQUK~n28bKXjyc(TOpN!x&RJ&fSAC9HNaQngi6+O+b~ylZf1(2ahh zvJC`k;|R!_r$N?)DvuZHJ747Wou{F`15%`7hYR`*x%;}>cms8YIGua=2M^r$?K3NS z!Sjh19?X~iVs4x0E$nDFo7={F`*vn6nB&ZkA1$;z@P9uZyYELIE4DrG;->~rZj7bJ zPOKO?wK19=I|=JHh}Vn2yR3kH#m{k~OCUy-@Z!!RN>CnUQzXfF;Inp|sVOE01nR zJ$xbt`tY<_F7v)`{WwwwYW{C^OF@X|+mPu{l98AvHbNvwbHf zT>y|x0FZl;G9teRh$KOk?R*BL%YU7Yvq5DF-aO4UD`D}m1eJjLPBk~{GXR6cf#DY4bD% z^uEs3>sEL8nsNY&^j1%B;6{1*U0*jPCwc_aQE6MYqY8qTD#8f zGf)<%nYD*3&bZg%OXjwB_8lG!$hAgRu6G(u4vj=_(z6z?&KcvJ-b8LIu!tG>!haUv z3w4P796|uXF{M)w>@1p|GLKVyI98+;$oy*1bzLKzY*DgTVKMi{t+J~U8AL=T!7&K~ z%HKB|!&hFYqSPu(DZvRNFZljbAanUZJ`N&osFj@HwUUz;C~ktCFfSyn_Qgr-MgoYh zZSpI3?EBJWD`QP~;C7iUvoaDXrhhH8EynqyRvLZs$fs{>O78g7eb}B#HJtzA@anYL znjYxKCMxd<_8~0b`kYAoJfa7cF*EJdQ+n+zb|OpBdh3LaER&sz?y(?yc$RDOVQY{5 zfK)i!lC3=)OP0P(liGAV)?lTHe_($nWY$zDoKQ>XAgiHp(5kEOPq_RVIDbi`xbjC_ z#;R#Tto6GDZ9_B$uCE1IbB(Goe66bSL{@2F(i4FRL7G^gkyTA&IZ5N)YZk+#!qt{+ z>G8B`^i43Gkf_2YmT|0$U`Jk!KM%_F2S) z_@E&Y#$>_-9*7*CGGKtadQW9pgyA?QJi#$)`-HldBO0U0r~yF8qnP0*Km;+hW-`nx z#;f85zF-f1x@ra-|E3YOvYrQ+%X2tZVgIdx~!IITGElUU4KS?7ymjbvnGQLO_- z_tZAfHLn7h#*frLgRt12XX-TIfpG8`7pe}VoXnJQoZ@EDCZUN>@Tq66+%DI2%P{Mt zQAh2hfq7La^p1O^&(BP*orKx z#P#T3^{9T9NugI#XbRpVCWZ4ZsZ^vRFpCwzJ{0hDTJPqMyDb;|D$e4Z8yl~4!Uar~$z7zq27=?|~TO|Ff# z-Z?$FR_X1CwQnyZSz1YpC`-@g{mr}2ZVCN;OY52jV}Gu_etpC)XT@Sxo@?&(^xl>q zIMnZM2($+@7N4$bRm*`UZiJ2ao{LiacIMm2xy( z!nS}0Hi(_dN)av9Q12kfSY;<6HjDOWWn7=Rhb?4yZ9W5Uq|K7WiZ&1DyY!hdYlTqE z+~P;nh=2TE?e)b@NVgTLE>`MvJaa@++djH6Jdj)Ari}rc-EX8AYs}+`Ss7<{ciy-C z;kCZf+sZ&!(ilrN*y^{|$GgKC^pBIzpUEq^CjVA`r;Jk2q^q*6Tv9t@cKOOPQ%5p; zhT?K(gRk_H?p$JU2Z-c6U{MbIRiwVM>v-ORcz>VA4)gPtcEnzt$#ugUh1Gq;*U&r? z2d+rdXfYn*S093R8)v1(^4w&wI(T_GQ69W}Paky61ZIVQi3Iv3x<<2f;H22l)VDUW z^Ru_5yN-Q+o3GeaualCvhE;N@d}7-!Q?i&$^*3@dDI+GnYH}GAdWVV4-aUQz%nK*m zdiYhpY>vc*SP?JVvaj9^Y$+jd zQle|@UBg>GyXVvj)+sj|8V;R5p5D+IP~z*d?Jc`LxPAWTl+fr>=zK?Cy|t%n{(mc# zcZi2D)ELOvBh6lg&Sh?jn(QV41DnT2n}QCLORvy53_Mz=pF5TzNnB2l`H6WM#X;=t#GPKKPiPZRslcqRq`Nm4{~A}ncTe+pMS+RP3O}q z<$$V>W$9#VawT|7YPb!v*x@WSS@`?V+Q0Oj$nS$VjU!`d&(s~oB2H@f|#*R?O!QohR!>Kg`l-_4eM@t7sd&N?*SnIZg zVoEt9=2jltfnJEFtv)@K3a<$1bl!|B*ydK~VJ56XD`Y}PZO#PHHh+p>9qtG0>P2!N z!hxRqv2q=u&6!IWylXUy-I1l#jvhMWH52kcrHTRy)0>qV`l`1n^iF5xMG$1d2ER~3 zg{&ldt(Za z*l>)H$eK1B?wp)D*4%dVU-lgM?2g!*_{OnVE^5Tkw<4j;Xopj+SBq5+qt32V$PIdB z%ki(>J^A(1J%61?p4?ow=T3L)a1>-AI}dCP_yM%!=Xi@cV{Jixp*$axkZ!7?SOL^^WAQy%()3hOnLkvUAV<1 ze_Y7VXBlh!8l(Ewp5AP3YYZCXI4U*9{ccc#-CZm4zHI_W_jf0Z@kH9*066-J&{7tKUv8*=;LyFZBtrgEI{pDsVwXHq|fO@;t&m)@-8Ds=1F~@z??rYlz z*ZOMvGrO(qE1Zw_6~$RfPLo>IKUFAM=>mA=sr4F9@yKAP$H;(Klqtk2gG1AlKwn=3 zBxYQ>@j)JTiHyDu_U#o%+D0p&Rs$UAVSf<_X@#$nTJ)wblbA!#+ zMMDGc3#Y-;OflCrp*FIhE1cfdH`e2YnR7Uo?t*bh74xlyaNbyMLKbo+Y(ZX13OhK^ z#(eGeEZ-#Fa^@`epQ2vgtT7v{@_)bWp?_26~VE=ciOxN*&US12Z#sn?Eli_09>MJS~09xt_EuZZYHxX)tVyWzQGaAAB zkmmRr3GXsEj;N6lWboVyQKbVE#mDrV8U zX2^y-S1|Hn_{!WUJ6FLNFn?#zRsQ?+oALNfAajkRrG;Zm1TL#f`~8g$nat7X_owS* z>KoLQ!r_&=u+K(|NsMMi3av$3A4A{bIO6-Bq+KSnCq3>&om^g*csq3?dkIBHLeX-a z%M|kxA`+xPhg-0isGqmk3FQ9i!NKq`Xs7AWXy`UT9-f_{Lg10%&wp+{u_+Aeg|w?R zb1YxB+7wB49fpy#J+~>p4!-E^3D;#{+33nA3l)P_%LWv`Mk{8m2rU23$BwF&6W-9q zH!wG`L>ajr15v-skq-FN4!PWs_6O1qfI&G5O4IM)^DDTr%Nre<46H5yB5l;W0FhPG z5JTVQyf+QeGVU#xUw>D3mOxObK?zWU_9I89ySt-pd8k*eMzq)#M1;6O7L4wVif6Hz z8D$haR=Z}gi_^x<>sB|yC>YP>SMz*ubAF)EmJbv}ZpKz%dXb*WR$I9y)nq$9*Ucy9 zs+sQEQ7l2n(k>yB-9nAR55Zc3QesUV+~Kmzlu*Bl(hO})@P8_qctIt@X$kEP1+~{! zs>JowzO^Y(u2kd!n4zxxc?sQ$q2++fFBZt&eaR|UsXIZ8{S)%UGstOd=E6tE#+vuG zzuSEO`LRm?xl;%YE0*p~T{C#(DF9cNL52$XQ#AQ-?>+GNVC(c9xxM+F z@Wr~GmS`RV$bSswI}7y%PhMH264jtnVpyS890H)?mwHEHQkTquW&{6%sn zMAV;js70mMD!~X4r91+nH(ioE*H$E<4rTJTQNw_3&$+6k z+?XdT*|l1$UMUBq=RGq+{7*LytR*PmLSXR}(D@$123o4j@I;Lub|#VAv(n+=Sk!K( z1)FS%MqBp5cK7_`SPZ_=lWnxeIFfpiMEwT=Z~PTgbLEwxojU~2h4=ag`_4X zn4Wb>1m-mz%M8q-xhyqS%;uB%rY2n&B4f$*Aq-UXb$L+%DdPbQ-`+0N8UV>{|NHI z>9#i002C}QcsFg5-6n@T&9u^V=L690TG>9C2|T>_BJrU2&irlpLxGqiT0x2f4gS=`)I?>4!4TDBBK?+!UJ z2W_3U^aER$zOsCLKuy%2cSB9IRzgMlJ%yt~T#pyRE2aUw28Yf9|6z!>3ZGRAuTjZw z*c`9Lbr)e~h#t z1IQSPl<$aJsfda3Mps|5?}a|x-iP-6`g;s&U{L0J!>DZ-H4LM}e||}e>a{4MWwn?> ztKHIw|Dz=zs0(#I+le8aXy;3feTt1Ji*I}}Tep&*Y8cx*+CDcr3OZYUNCeJ{fPY^{ zU*(_pVFz<|r1p#HKJ=Zxd*Q2FI$!L>h)z^-qp#n*Z~@nR|7c~}0(e4&Q*vGrAoMzY z`JUuTw~&UrdkyKz9-mGRh(4O)s`D%G-Y(ATmE+~#@TYX_Zk;-{^`X_l0WG6WMt)kD zTor6O{FNhj{PWJJ(h;)!J$CWftr=t(sP5oo<@&qFvm4|)Xn+!DU)3- zn%I;Xh-vUGv52A7F>vQ_P%D?Ybyg21!987@TRM-dNw~A?>m4oWgkHZg+Pu~4+SWU8 z*GQO>hD!g)4;q6Rd-qC1AU(e(9K%SptIozIQhF}R@4x|1coBaMX$8Ds?05#a9{r{x*|)t3e?{;YPT9w&tCo2MU^(MHvEHJ z3GW*V9-ONvy2@m-b~eeg)O2k9HTT?L`f7|`zqQtJ=a+A5-aTBegxfYEM$Clr6J1TK z8_b@Ljuqa@ZksRHllRj`pMTx%H&EB@w*?P;W=n`xX=JS4uC;Mmu}ZJfC01qDI1_fo z!0E4UJ@V|S9P4fhj8(#~^o#CXeARfWanGuR!r8!|qjV48QZJJSkOZ=~a#uJF*i<5* z0eoS~7BJS{C11=+v*A8>4==*;$8_*F#tZY)@F0qt`txf~VOcEgRDXwq$|?~4awUJM z-PfovmFKcna|8LTb`Gebh+)Xyt8bwnCI=8L;y}78XG!R=uOk+|Bcu>Jde?=lk?j>O z{#Dc5!l@D0{nL^s%cvozfw2a6yN@rvZgt!0k>=Ks)h*R4$BzS|3$7EaAy#N=>@75B z1ccDz_;)JzBW;kLPE=l%k-r3xPa#_?tB-?qI}rx_)FCcxW-1)k z@m-ZXi|Cv*>Fc%hD63fVof3cZaFieX;P3Zd>aS|gOt|5#NkV^vUn=)EpksY)@ls$z z;)sKW#Lj?*vc$iR+ zuomGkA%0A7)I3#rcj+UAmWN>B!pheml7gHyi2O_WbO1oh0Tr~_5<*kc=7p1d352bQ zs`LGQwI>}G0X!XjZ9U<}-f+QKYxsr3PBQ%6z3|XO;JokUv)&)2Nh zHJ0YJiQ)D}P&9S%)oq#84JP!BJDz>8uk)VSqjx;_fxeD=X7B6VKNRt=+@Ax_VgJB> zI4@f|OMf6>jkWW#js~hSFMIk%^Rm6{%J(`i`wkybJ1@Hg{L9VD0v< zpWm1D_74n4`MvnJl>V-SF%IWtx1{1LLRxfg^6O{v3VXy}+EhJ#=@%8J*zIfeYl>&i zPiA%x#T9T@_Vupb#Ht-U&pONVENH>Xq?4Tv!hcDp0Fs0gJ6caK-5RtLY^1XO2tTG| z>TBfJ-pG$Bu|;y_@{>-t_z~BfDsuCD45lMsH`>kba07d##vk3{>F(|g0s2*ETZ(>_ zzEQCn`m`gyuqmwooy^uMy1H73d;WfX!{oU zHh-!!-l4Z-b{D@^ciJioD5<4L#i9-TO$dlM{5&~JuBjiFU zj{plTXMdU+H`Y$rHP3b{+5+okCXesphp;cmO#OKBUnrKRlBSl)AHBwKczKb9HFKet)Nt*d>?!W=e`JgZ@LCiYN`g&`~tK-R4F|5t2(HJnfLg*0)Il# zI!_%Sok?=_pkJZNL5oELIud}1xIra;Se7VMp-?FwG$0>uyJ{eAKwDJ< zGfEQ`JpX^c>~mBs0w3nL+}oF3)0q*qDvg$A)zG2*l8i6wF@)wVUA}Z)2!D5V?db_~7ORj|0JTqY6dZdO*00^RF#KL>$$Pyi_~10wS|*(j)<$ezveOm9h@2rCpJJH#l=yG(5C})D|D8&^~WD&&_A*Ifi;)&-<8AE9AaAqX1 zq{1!{X1{!*c9~p6U4O89UvH=*jPiXnG^O@OMMuP@t4JS`cP@%MD+qLHY7%Frb0+1u zo{qjmhGk_C_cG+hCMOYnRrARn5W=5^W~dqjRYF&5+)s!ERcPowuAjk7|}GDZZ$LCfby(tbcU**@^dWG4E7lbyo#} z7-Qg)1Pb^rJUurVlES6Qpm3Q+^$Q5a18}w|o;?!p=|`L<>e_S;_`-7W6mMEEV89fu6U zgPxmFKQsG!FMg|1e-%ah(Kdi6DKJpVq%Lv!&WcrFOo6#pl`#fCbxrXH5$psz!yHX~ zS}t~_h$O@*5&4XgGrj23yGshDP%q1vGNxb(Syjdq>RBjd+pud#-1C;on{?Z<+w|K8 z2Da%5secEtMOzixs~ZVQeQ2vrzp=ZsYhGtnXMKHqDJG%C4|b}MxCtfeMiDl7t4>Me zk=I*Z=(N07_t!7iXTU4`8JZQ3d84E}V9y|+tK{nBt(xpfCA ze*-!_L%fbpxcHIYwKsKpWwJr1NKOpgP**+^8t0sDC7Mj&vxP zwll;LQqPO}3;zq%p(M3}fe4#DdJ65AlQgfL7_!;GeOjI-RSXB`<)8e7d=t)V0rqgo zesnmEsYJpM8wc$L)@i8M8&pI?gQ000#D5FA0%2%fRK3WMVY$wR@yQ>J!fOIv3wrdX z!9ZAoi!5DqSGo9PJRYA>xl%6eP_FZ!)MbsY48UC~E-yXWSy=5j*ievL7!e|y#{7Pk83)G;daS@k7x`J`Io>yZSlWANtUtBj5&NWIA8FX4|F zZF-8JbWHJWJf_h?8&+>K7q`oGUW*SAV~{oh?3z*~cATd5m|YqNZDRpDV}G}fgW&>K z(A(XMY>a6UvqZHNTT%{o&#L%}+G3%JYv=q~ICC$dAV{4l6bj>^nu@v;$io!PYH)A| zy{tQuu>$q=I)N;n(^>QBc-Em;|AaV0nG$vJyre0fwTWtjmB-_hO;6PLgMx<8+AI^# zfem(EqY;BPII{&920kFpV1IG!$BX<+-CSfbtt|wLI?S>Q^m_> zimj8IYUkn{DUeH)=p%H&<1>m=U~t*j4Zx+Idh}oOBzco$-N1BngUgh-fd1JBa>3q{ zl9Ql0E#6Z+YqF3~mjJKctW&Er5Ie{4^|XPdu60JObRe2CIwc1WRDYQqs=GrO972`Z z?Qj?-CNv^Ct5pk5gH5ChOG5v3-iTUg7{^~2!%(ixIR1RW#CbfDaCbV*NMDW&)jh=Q zA%?M*Qb9|!Ng~ssw9Shv8+ex}{xBUksI2_}HihCzzxT@KR8NC9vUK0l9Ak}nBF#xR zV-yYT+Y6o7wz^-=`G2b1x`@wHWdr}B*J-(sFJghdebvIGAPH`PF$#PpX0f?MTdueM zZVhiUI$aJ2oZV_TyHk`F3t@Fw%?RVpoWhTyfIWV)z+)yiqfflx8?x=x4_6;0_mmt< zWvA|Zc}`OYiDs)kg>TiR?FT`LE`w9v!rDexO(r1*GN^AGBY%b*&Y-A?t*mZcowvO~ zTY?Tpb-S1b#ZUwR|0=%c_hx#xFLc$$ZJzj-0|8sC z26A*g_ztj>4lIM^MyyzH96wReGr|);L{(kC!3_~lL0xbL?aL=3pv`|>mDxyrR_ zrxv3kphhVxB7aW`*a=eO>(AfwKyuk&yD1h9imXzmN~7~sIqT;&HTi2pTAEhjM9ygA zS;6s@dzbC&4nbATvAo5ocUU>fZtPyRY>CCIvv|-Basyn8M=2JfOb*MA(6$^}3k*x* zV+8~6-f5$W$hX9y?DN_R9;=9Qmkt4awiCIKu^#oMt$%K_I=P`~{y^UDEv#=zbp=sD zRA)$}|G`!3mLgV`wuBv0y&wFmLjBrgrfT_)Cb%YXuNN28%2KF{ivuBhtX6W>#Ux+6 zJeRwm)C92<)_N=jZP=q@63v5LZsC7M3P3ht7m;?tbJJ{oPU_Cjc9q)_d`K6bmD2^U9e8H+#Q)WdbV|B=qU%i@ua4S7p_v(X*1Ltb)#*YMXVJ64OO$Bafy zFOK8K3VbZ&(|j#+o$o2}sn{;Zuzr{9jGb4~=YJ-$XQ$KYr-CZtT)CgM(^*>h>wr{~ zl-I~xIBJca)9VIkG3ay#Ep(e6-nQCmme<*`c7_7v8M94CG8&`Pl6J+S-r}`t7R6gw zHU5Y<8gr#;`|6!)4Z};Qy0aDk5bP!GSQFNTt-brSypjN40423E~NCSc|^4rr4hkD>WkBeD5`V^_UhRtmi8Cc)>~qF z4db-mkz1OxM|$@5bZuYYNrok7&}DN4+ke*9IjhCftp5E(L~xmzL|AZ}8F$EkwVkiY z`eJrQ^-q4cR^n2fS(`?q;aQFcB(O%C0?~yzrx40{gY9;0mBZI;F*m2ui)ti_a(~4i z(Fsn@AJPg^aib{WD#2l}Ss0@Q*$b<|Yv4(Usu?VOEMi1r?7&#aIvnQUBNqL!_Iqa(oL?OZfcT@#Iz>32V*Uk%m>IkpOa z4ppy(R1`5k{%xp<8T{AC2u0Z;gN~hinUWC38a< zC;$6wQr<f$7=mZd{a%l!gLGq7Yk-af2?)L zb1Xm9R2$6>Mu#mG^eUA+O`liNIWEI~v+vOoD;Wf0IS)g{(?ZCBSTY>3W!>fF4@T|T zDgN}QGrr7*T;~;5TU9!1Ykyi^C0v?EXWs)s5C5yrq_Q!q&%y?pd-El3IRfXOz>>!T z{Is;`F^B$Wcqm};43?*Clo6_wRB@TfPEQU=+7VPQ+!0bF%>{wkq0A)h&sH_{>E0~qlLr0sYuu0qJ_JcCn87(_rpwgAnTz+}>H6^V>MY0$8@(g?K7Z3NC> z<0%?mYy`Gk)ohD}pnp$N;tP$*ZOQo48=DJj>g}=-DAoF0IY?<_1TGq0o}hU<|9iBR zg_4WGduk{Kkg};vdijnHWCQx54+nzC287lJoYSMFIps#2Y@K3BrSZ{%$;8%$ohrS5 zF!n9$P|frDJ>*`+m}-%yG-XW9issDR^%n*8Y->ur_9$R7f}vPDG;etS-t)^}#wQwn;#D|;cKQJ)>-pp+N1cIJPE zhkTsi8We`Hk~rh(iL=K1%z*F3oUOE!z~2QVqgFFIUZ=C#U3{gCis7KosCSyx1g?6; z?uA!Ur7^n2;(vE$vUVf<1zM%n7(H;5O^~}uILa1m!AUHSKXBZW@FcXhas1gaOdGqm z3Y9%Einh+G+QYUy8608`^WtGrHp1oNPskRZqiSr$UTZD%m&&)Q8Me7g1<1&P^?BdC zDz_GnRzuOQSe@UW2sbTgj06f-*1GExPDou!LsC+t+J71H#+o~uqr`!9N5;nLIjz%W zvg%2W*IOMHyI_g7)+XAL77eRo9d46Fr_vg<4ztxRh>=#=Hav~LP9DLsSYj0OyTfQj z3?`0s?+QO@`3i`*;|u)<7K{0#IN{v$3<`#@yK67xGIzC49C1>djYVV>IGvuP6Rs1AEFr#GD0Qvt=;S(T~mety= z(Hhj~lXqQ~@dx*{18cxLwdqcU(FQw)ttb?OoB_0iA)DpZ-v`;n8Iml*%o`EJjfby4 zZ!>>oFZE{BBu#ZRVb%R#drX*lL7)}WHiyNAMV?A}59z(rS8IaR1&WQ3)U%4& zF#%d`uFOBS_b;}a8UCs&{eH&LFEHn(kBl08$Y##af~L{>7(fgAz7y>6IAuNz`$f?L zJ2@TBK}K-ZuM`T&I0V-iBE7tyXh7CA>J{9F~~zgn^WlXhwoj` zVE%H93o$N-=>Vr`-E%mkH0=@O-C^y=IV6DHfspllv0HX=_$(gTK+Txy`J&%*e~ysK zuxMlaG0zYpd;kXzU8wVW-3Sv*#ko4_#0?7?>CgaV)}r18>kKCi=jXq)d_kN!Y7Q7X zOp*jVS;kY4x(Du((E3AaQsX*EOqQ9kFq%rdoK{CDv4dptIy|e4xz*hWpMM@uKJV6? zz7=LX?K&Ovl%e|gdU?F^2qtCM-=I(NOt)BTiq6%UyzG*(t|;lZgMHFQ^&Y)%jS7NA ztowNk7}_3_fE@n$!*6e5FyJM$ApytNk9>kO1a>AT8S>lN785(&J$Tyd7ojV->s8K2 z#iRAN1tv0 zHC^gxq!-(5tJ~!+7e9`H?c*jxd-I_BdPZ48{0XzjOOqk=2R9?^Re3(g8^EnGezC2r zpX|Wen?~nib~oLEXw}D0U`E>mgD`Eepj#0`MScTTl;b$e(2+~-6Yc9eF=)P6(mW5* zil?|CB8B{!OIy8yrlIPbo{*TP;l7%_ffN~fkOV_LMlj&6HZ$n%IH)@cl!Z1VWN2Qk zjm(fDQ>Q2Ms;*CpG}*$X1yGdI*awbnOL-VBxL|2!Oyl7y8`a#*d-LkKQ(w7<1ZX{s z-*W9A*o{oR!#FN-ZACT^ky>l;vv)WcEFX9Q9-=i!TBdck(*qIILp z`-4aHKcoGc$QtNOK@cS(l;POxM1bEPasDZ`{J^Qyu%lq<&KL@;12Hm3XTM8OM)xTf z;nuIEk3eb5NDq$&&*v9|6g|SkL+>e9SpT8`2tm&6uTUji@W%)Q+eg$z2x^v_$CqZ4 zU!bP48S3iA~+Lb zjfFx2!XTg?U_+Sm=5^PB`Xq4bV3a;Sw-=+0wfqlSC6l~zG>6{WL^u!0vP!VW4#*|3 zq#23N+ky9bx!H5O+CvpIhHUwI$(~OjioE@pSOybIAP9-v zHrszNY4BG>rW!yj!BA30aK_~&UCkUH6U{wvhAG-u2dc9JU{~86CKfoYMl?w{JfMgjC++@t7X^V znz2_yFNR0TKg+s)l&{$V7mMwmJ3`)Xx%Ib=&#-29Z6bTC*wwPF9=^_Bt-G@N9OF8)Zbf6W7BPN_CwK2`>~=&@(kg2odA!N!e_UU z%Vym9VHHde20r$KnFfOU2cA@}yT*}p35oz9phOhF!~h_?Q|pY-Z1SJp>=!zC0idcQ zaX*<#j{V`AvuGtq$5407`GW%=HXN)pCZdl3bk=eY9@Q~IP*c+S+b&+%L29V)G0P05 z8P^AAH}_{1oKaCge{cTBFOGfv3mHfiif@D%~-0E!p4`DDajw2Rz$;3 zL=;>!jB>L_cR`xEatRd#=5?9f13Q3RYx4N~cm0?6))C4UxZPTJSow_xdpFh0EQu`o za#J>0&c?+@4sL%U?L)hxUn7%;&V2Z4TX>_^BjUtOHUw^m(n;fs+UAunm@oC?5nKDLN$ zxcdHta5v*jb9cML-E0T3Vrt=9tlUo8eCetRJOfPU(7V)_6)tT1P#+yu5+Q7F@<2;( z`*$kgE!QoFez1By4&OvN{*hwtsnI~9v5VXyL(x{+M_Q7Fy;!8};m$J7ndgkfMEG3x znb0jfYZ#7Fj9U15<|L`y>c1{3IkUfn}v>0<-c6K2}5ki)U)L2L7H*VffcqTvqLJBAQvtU z96iIzTb?Z+?#sEDA|ybAUL@&@JNB_3C&^P&A_+Bt35W9X6T>hq?7!PjCk!3vE`X#g zg7YAnB9Smhxw_pPM$9IMXMKo5K&H)bGFq*fGGlT7t+3wJwxibm;p2?$F>ncma9GgL zjgbRUj&-Bb-K-xXcnTDi8({e8D;e<@#YIKG-r3a(URq6rk_P}cTaMQCMlXl>D$Y4O zL45cR+w^BHL~im>Z#G#RgD<{mL#4-fGL=) zF&jffo}tUz%WN%+p1>WB3VgivC(vNkRVe@@;gl{k@CX3l%vuErkB)8 zR6sL$Z*V$m@H%Jp$W5*+aRY~#B+8&sYT1{jIIj-X zo!!Lx30F%Rbj6^F*DkLTu42i?%F;w{qhDVbWB>sEp=5p45=dn(S~?OOCN+p=WosgY zSK}|`Nt_azNaex~_;($uYj;+cEvyz+M3;ggUnuo8@HPx3fhAMvp-{hy>pSlV&ZlvX zY<>{@M?0zy2NSsD!k7p;sRPa5jUD1!Oq>L2KP z;quxm3o6G^zhRfgz5mtn66V!LVby%3KCxD@mqz zLBr5qC}=VDU(6z2#8PETDN`Aab;k^`12C}Rr_20iwZ5s-BbEyJW7Mu7;LjvdsAXMi zMZ)M2rVhECJ5FX;MPiV_t?xY@8jX9~I@kswlBLj4goxNu! z$-$Zgyx|v!d>Ie2I(IG>nc|`bmT1&Gboy(BVT9u;vKns7LtB$fJi)PgMi+b2pFp9= ziy@+hSs9~lJ?YR^+2V|f0|m{0oQ&7*s;S9%g$@LFtR`|n1tC+^yW;tozvC4}z7yv% z3g^%-QVf*%>(oIz!r!L#mB0+_p|bFAWB&@5c5?~XA|(9pZ$%Mw8uvJqbU#F0b=LJc z=1wNid2^%NAB`LkjuVmVg$wQXs}~4TWVl*@ylEmKyu59;ZMo^i`j7olU;Sx^>vG+} zwVG=ar~%p?#aCt&^$^Q2S7C)Xhvk@B-OO!kzVC5=1}c4hH+I4uyA1`~ulTh&jz{Rs z_ALrx^mrZvh3qxgwYrN^3RRVz_wi@s3Z82qy4u4WYRYJN0oWK4oRqSZaSw3K@$JWd zOsA6jCGFB2@Ngq;I9X-`s9`<~{ziJ>7BXmpX<|>_F+;kyAJGRs@S~#&A&^vZa|PyU zHdJ!{Uv>k+isQy)u!CPD_Az-j$SFu?&QWDTq%&EWaNuMoCSF$U|JAu2r8G zk%&R7Ls8YZJFgIX&tpdWSjlsoeT4ECxmTM$N2vs-YslVD(>VIA;Jl4lNgR&sp4W54)9SOlwLAN&86~W_rM1h|9xF?b@Qy9dCJ{qNsH}cj%<$F_BXU-rV)Cvqg1T`TAtE{-ckMYR+j`tBUS^U1 zO#a#=vtF4+R<%xZ74~5Qi|X=4rTfuNoimz)i2Eb(rM`TcqlyS{%Aj|kpwmdTyc6Xvx6u^zb* z*M-mDG%`UK_fA;3&EGbXXTQON5oV=W*P%adXkz^I0V-8f?bbq230k^70&4<6?VMh_ za0p$kA^^J-6beM|rAu^n{u@(1+L%JbF3SP?&@$sh6$!LGq3wPoy|wy{G*ZohFjD=2 z?E~%OAs?c2fWZ>@M2zhC|z7)%BxQ`nAy@Zm<)i3&Z`)KeMT zLR?7$6I(DS2Fv@}&@dZD+>(E?eqU3-#3w+0D)S%`AdCZHep&ySz@1`Y9t^$^w_-4N z@yUUtwN7rhoRu%?7L!?JtXSFJKwgwOM>r!FOQIlsg^GKqM7 zuBQ>x^A|*i?fC9@O^;pK{P>ivtj^`}2k&>&?0?UiDEqgQeC!_swNF&rHbe(`W;0zx z7v)q$vULEZb`yj4CdTkB`mjUBgywod?QhK_8;-ht8AtSDS@cy|_re4J>A3HSx$+PccveNf9r~A5>St(M04{bhYvOHPe~nW7|=u4Ya+Nw z!*ajELSnUsB;1WX1S@LhRuI&Fa`+%N${o(C{L8A^MhN$|;BA*X)kYA|tanU-_ z{;s&cbfUJZ(p7B>Bd=BBQkef}toCK+>D>E2nAb!~OxckiK7xtXkfq1eiJs7j7gPk; zC3ck|EM_J8AU5|8G8G|zpA5KiMMys}kl9mMPycAWc#N4eW!OoJVt|exUO2XRA)uVx z6a1ZW!_ZzN%$ucwU&P_md0?LZLx@ZCYr;Zv_95%*36=KO+TUZr=>{a?*(lwgio7?beB=mAzN>3zsP*yCMY@ z?%L?l!=GYb8PPFU*OhBDNb$3%v_L6op_XzP8I`4S=te$zsxTB~G{p%fj`WnGW1rWh zD+>odJ73@6#LxC{hlgBTp;Qb;Y< z9I_8fN31wzs^o~6IjZQuuQjJpQQz!*cxs;}52a#Z40+{7KYp^NAdl00NPx^p&+5Of zr#K2@veoyX8udG*(n^7z#kZd@r<&}0lxmiVfKN53ZRh;M+G5Pua`>{PuJWg|w&A#2 z`^rphx0!4nlEARy*OL1WkxgNwzL9=-3Y6P&7HDGk4qXQgFAl*eATXGCH~gPdtn0{x za7Wu&&13=kZ}h--f#aZ78~JLz`m&-hi-xEd z+s+rq5Xv7#H=BZDW=Iy(?^%rs`!y{ZQt@2hnmn#viAKBh{?1Af9KXU!OdF8cB`?p2D_%0j0jkTaWWf@)t>}n97Rv1{ zws(0>tBmyCMzXQMSDaA-X}6T_g4fH!$Bvv$qGM@@a#_J-TcfIO=j$J{lHa8w!*J#M zwV+R_-zJ`w+C^%L4H~NLww~ToVqAPRw9D#tu0s-hx-yIu>I53;?IQVe0cZbIITOW> z*wfD=DDfW`0P_hgbs;koOuF(=2Tr6#Tim7J4dq=J50#xqJV7qCDhe;(V^Di0=u0f9yKeZ~0XGCegRTTD_ zp(;^3U48TiZ_$_FiZ!XMJD)EOe|g?>k?)UQ0}x8=4ELkZQ0HiLesVtC}%zCE0_tXcS0XeHqWAo z&P3{^45{+z-j5=`uJw@J^<@}}+M|iPiSM<6OUBdw`QoJab$@#arRw@zk;bm5mNabocdl7qu9(n&Lj zlXaN78yl>$(-&nh>cw2;Vg+Kfo{9zY^_V-r&s|vZbjf16i-O=v4r0pczA}{OBJ8o7p0cCs3W1(zN zuM_KHaM7Yl6f#OHn;yL+Cj0Ms{b;~6lrA@k7d)@P1dJj=z?3vaY zJ-?(-Kaqf7upMJqVg~5YcX0lqZj(ByF=_QpY75#1hwbA-_*fuV_47zoCUaE*T<2S? zh%6(E8{1@alXm-8Uk%SJ@iXPflD~<;ABB2Ywv|QdTdmLPkS!hG z3vgMfSS`@`XU_0NBGe9Q*y9 zFfa7K_iX5@t1T-U%#WgN2(MPkZujin3q{n<-8CGt;cBh;&e5s_b&D#E6*m~&G7=_! zd^G1kz zYO{CSxUBu>3|sg)>JXh>0(5=469I>)z`*h#6Qzgfm++=g*V35n8>^Q-{*Ww9d| zcr=UkL@%f=kershrCwR0-y_+LYhf9-9`*wW;S?kAqG?=Sg#(@>3GnmgncK1&^S_WgOzN9VGviuL54s8YaT*lg*qLl#HqMKAq=NPobXj9 zXvW$}Gn~kqH^{OiR!<{GQUHlKDujrh4586SGi)N|G-CY) zyuJ#qb@qD+z2#bpFLw3&K7K=~e=VJm>3q!%zLN9+2ic69U#MFEq-+5sg8`z32-D1+ z)N#1d!qI~V?r=7z7EGQwf3?9kNF{F-JBv4wV%>9CBW{xy^_ozp^=6oh49x(Mcb$;h zf?877~2%~!o)h4h~z0k_spu%gyBpH~3q8{bX?@0(-J~_bZBUZR5lBg-{ z3zRzv8Fk0@Jkj;%F0DwOAf#hV&LhaxHm3{7?drt1S_Id$_hkPy-b{33SQ|rqS$r@= z*VM~|)=j0XRrd3<4>Jyr;~{5^oMrUJ z5;2DlZjm|q!^bO$yB{XavmV^g&mvwdK63989US>bKkZ@NBQY(OVRq= zAoe%pO5F|H(%p(>4)Bk%pAJr#&744WMEj)-p)U+fTf}dk015A8xug~Q<;4#k;s+2f z@hM4)DH&!_s@@%8Wo2<{88f8u_t`+~?f214+?mM>f{G&_LX>8`V{Fer&hhd=Yh|CpSvP37NwY}bAZd$j`IyGcoHRXbZve*@E2^Lw)sV4o$9xV$`c^X12gu%lHM+ov(c-6y{?#Rw#B7jf-Ehg)v6;ZA4cbEA~Y$s z@jP#;%ar8NW%&(_*ziI+-xK7;VVaEpmNo|&L;5LNYbyY2eA6UMe6-ZYX>pCYA2424M zKB~E94i?5|RES+fJOvHl8_rn-=Wl*v7uctQW4fmYFz1%qNvIgK5KU^?7a9bG>Gf?z z3h?zxccg!MUWBV%E?GY36nOvEe}~>TxhW}BT{fi6u&35_`4JXg!~y6i-g5nY)pDsW z&qz14Vqao~ffSWtv~5uFRxsS1gI!%T7G&!>pd%a{cxy>1P<1y-Zr1e{`_9+97(}NV zHCX)jd#0A9U22>2d06`_(GSAjmS_LYpZBZ0@>=^n7qmlk!eKM05f6zK_a&G^qJIOy z8x^sHofz52oSw-Ax@&A3-xGxOE;k zRQJ*!Qu%Wh*jrQ!$MN}y;zS~H8d+ex`c#ww5K=u*aAxQUyX0%AVSmyUS=7mT*9Zsb zaYy;OWte+N$p&GDIv8+qQx?<5BM~rA)aGH;{`Q@gT3D1pzvTiyAM}{hixnr#t_*nS zl+Gzcw%7KF{T4>(=qJ$kDW*-6Nqh!%XidybdZH==)C|3pCEXpS=7U9L~G zeE!k|7?*y)n}w0}i4p5-*MHGkkgjS_e3o?=7Si?T9U!#+yKNVs;NtOW5}EEF7jk}d z^}y;^{I}wI^I-u*t6My3;slSr+31DOp6xJ#4O-=;hGaaB**rwY>H9T+-e>zci&oc< z#nN!l4)YG7$K2CexzURtP4iFq({vjKx6bX*jb+wECnvC@=O+27Vx_6b%gRa%S&s?p zUkFVfi0CpUs3=Cu4!@&Rn(CS_QM(J3s+Jlb#+cm5MCt+6xsxp$tQ1zd?|~~9HCB-x zmD%2`b8*!m{EB_6Vw0d`9>J$NHx5DSjD`ALAsmkqme0`I;Vy)w z4}JIdbUsOnGb_3Nw;9z0+^>7kqnTdI?j+=e{@0VJr1yrWR#oTFk`vEkQwsp8)GsO~ z-&PpycLS86;juvHx(I%crO}B#QEZl1TCJr2`Df6IE^#mJYH(*8ly(u^%nr-D3L$VL za;73DyX52oETh^U>r%WrFWnDqGu4&}EArMmSuSHSj{}4hZf!Z)(6JTpUg-+jr5dDw zM;NIk_6SLKne}v@L^azR{-jsr3-KMkC|d;CEs#QFq5lh)`=UE^?dKPw)QrdeiAex_gdU6w}Cg{B@eu!|I+h%@e~S_Pe^9qU6IW)tro4m#H@H{6s0>*9k>1WQd5Be44Hkqwy#r1mK*+4I`3Ws@* zGICo9_Rj3ZHgbV=1Fr=1M)vlP>Grlq=E{a=-Tw}tpt?OMDYb05%@R%SBb9{)u!u$9 zU8cq{V}~hBQNwSTKf?0B!%Sc;6Ni35zV8rk&?(kaiSL$t3)#m`RSK+V0aX;XiFxKQ z?NL=IpmVk*|2ZbkLl+pl$6s$?Vke+Oi=sMlbfxC{_I+_xXJZs37s}D3V5#F=RYlYG zC{|)tEu{ZkV7oO8$Vccb7=4idBwIh%_MU0*OXGA^0?kwG(H7(B#`k=6q`ARqpWStHcLurbj+#(XP~t?Yi<} z#j}PgJ3QtPX}Uz57oCb5iKW z&`o*HF2dIuzE^&{ZWbMKnhjjVjH$|0&XVXJoh@(d%m)T7VveX$iTaeR5tmst0$wzl zM7B$!3d`y{%Hwjph2`$d`&%_Oz>&dv_Ay1L3gdBc@O5?s5BBlqoL+UyD?Di}Q3!_t z2M1zj+pLi-gt*flHE|$-L4&Vu0Ir=gYF%V`)>OdjeMZhOfDx#3T4L*Hhr7zT3S*=% zKKwcnX|*xq`@2YS1TV2Vx7@?S*Sd${Z`Oz1x?3nw;@qV~%C@iAV;PMbz6 zq(29VKa!Pgr)h_G(~Ba>#nCnOe6901!#FV#kF7J}QU9H6O6m{;eD^OGX1*M>vqBE% zeu<>d4nE&wNlNTFh4SrGIki0KK7@~Urzq)KH7eh;0&16PM!rgYgg@@h5^OIb=^`bZ z^Fti8&Q>S(BP}~cjM*8~_(qDcpUBfzLxM|rc^l{P`=;^RaySBn|JBM`AvsSv-)tfo zU8tFvb=dWPx{OZ%X<_(gW>C6D&Iz{9&zr9!oB7%=Qyc#34XH;_)?(_@PsF=;GUC)d zD60yks)xhi?U{-YK4?QI6Fcq(yPeC#YMii%%8hQ}T7^n_-v5dfy>*mM;PK58%C`9A z4iSn&`Rg~AE$YX9_>a&EzOf1r{eiq8JSZ{?;T>osuBr6}xS+CCV$aG7B@|ibqS>DP z}rRG5nfUKe-Nf}1>Y7)4=hj#mGvf@)qYn_4HU zpSYM|hQ_qcWo!y7tIESJ&NnvMp%akMQ52DRF>`7_L$wf4hQsi}wBlyxDQMwwAwRgtUQLm-tA1Zd2Xb8wuyC&>@f~F6>9+j>^$V$e%TYYtp;_y^%MD9cU%4C9>9+Gbe`L zaK*4(l_b4LPiu7`OQS^nkgkrU_kL4uZB%%lAK<1hEQ(nYi#h6|>{2L56f@AF;44MP zaGT=;JY;KBUx_5ne7;~K)W)UqDnoQ@5*g3I?W+-Y zbwh>05MOFxeO7dQZ|pw+x@)^MM)4Mu{&D(kGYDo1FfJxg((GhH zPkuS%w@A4*f_q97uEd^Z9_D5BKzbxQ#6KA<0<^xPW1!S7()aK}Z}#3Dt z9{c%9h-j7d-Hs)W-KH8_mmRN?jysX<)>+R=g`s{~RTAOtZh>nwaKBA*FYJDxD!>wG zf)WVd`C<^B*vLIKxjtFQbz$r&clP9gTlyjFO@yN0ggPo2l?B^v_bjsaW!+&$B}Sbu zsEd@w$%P^Qta0}S(Xig}ZPPB(+`Ei%+U56J^;-9|ufN4}MO^~>GrXd}~K z4_?8Am&vwX=j=1fHSyag;S-ry5Lf0rWmj^uO3D?E?ec$x@G{De%Sl+DB+|evocd>&0eA$%T)Y){QzUBkC5_fd# zHh7;sDp-H*T}uW5jp#07E`*ym_wu8YC%R?2E9l%EXU|pXF5Zqyf=NBD`_b^y7}yHN&2wghR1S&Z?;=M*7YY7wVw};>oJPrjVT8G zx6?26imn9()Zl}X9mH$L@znRedKdt|* zf>n_42|Vt8UVe~t8b42B&Cbm?V*)R&Zzm*o7VrhYRB_>eaBYyncnJOt zyZ|G$#>s`3maunIh^+K^l0aXvs#xT&!Qut{(276>s}NxtQ9~_wWm~=RVrdae&8cEq z5#tZ^>>~K^2TlP-a+SrYTML$gtGzjNDW+=++S;MlZ`ny`-vKA4>?91WGai9T(q=3N z+R&KDojJNb~xVng8VbEEogJ zH}~HI?EK?_`(j8)4R(blw2nQ5LldW_!@AN6)rt^A=J+R~iG4i;j#5S;Ot?Lc+_%BLpI7W8 zq~A3%1;~#m7!c3m6quopgQz^VeF(F1*141V9En>!>iCNphFD=0FjDk|+k&?@2q#nh zl`%9d8TJ+SIwl4ra^R(@1GmQiv{vwoEKGz75k&|b;CZP@2&@p!?3b4Ec&^x-CaQL;ajbjHx)Rt?^XhabRO zQ1+U%%O=38Y+#m{qYs#en`f2X5f_tp81ZhVPN;$_g==Og7dh(ISID^tBY%6P@~;!^ zSTTX&WCS5&H)0NR`f2t2W9@>PiU*U~1#khsVG_MTQRj?dYRgQ`mTXd&J2eUoZ^Zd& zxTS-Gv#ksH(!%$7~VsoH8y(F!(moBHU=7$wS3*(6lEaMz6^tCx48bvLk^Li^1 zhZsTzT@1Ck!}60y*1AV6b}#`8EC%I_^c4JijrB}A+mWV1N^`4+)RYlHTAx|~@Rtpx z)gdP{zE+W5-3))umnLOk-mxpX+=_!>!iX<>u)|3ibyHMp!{5Pv(~MX)E&f+-iA`?9 zHa&WWpd@2A_BdE#`axyhyz7)<*6$LL{KnT6PT<=SEY&6sP78ecbR!204lRK&EXmVHs>UU@!1Y z7_N&|{XFv5wp&K852cT=JkMGXI8+Amf2Qx4c#8#zRqEHT20kdiNjZ7Zfd1^Ql%vD!04>sz|m~VYc=P zx*z?!2>RQJXiIWz->Rfmq$qLRG-d*7*210hrTz|I`O9MaK4X#x90UgmC9kd_`yYC> zc^1m~Uf%FUFRFb95A+Hk=&ZKjg{IDU11H?xPgRe5jBLV&zA3{?nj~1{B76aU-2JW2SeJi>U%Q)QWuj7bGU<| zwa`spu(x>uYU^wAkCv>FDZ;K2wFZ)RhMDk?`6A6>AzmgU6B36f9d6t$}|6 zSE&AE+eqJ$PWqN;S9~Ky*63#kswxy%RxZ~J6Z1p1f;Silk}&P_t{V_By-8t+ys&Ab z>~mC!HqwgoDoCS0t(#A_=dC#6$QrJs)GZJ;UmCYLnJv`9-{JWoOEKY?t`|2z#xR`P ztr#uBp3+YtFV6~$q9c62#@f+|8&6auS3>7Qz_}UD_%HF05Du-{C>7_(!wA;FqfyTl zW*ClaEFo$ofV(zLLGx3M_zgi`eUE>ue0cpCnmvu)F?(1ot+&ys^7wt`THg{}#EXD* zaj#fA)Tf02WX==e#3@3IsP`8)>pZAkVC2F-11w>=R}cmGBNw^N%?@_pvV%Lk!18U0 z(Y_n@t;NT0@afnVBVh}|IoEXwBiVrPEVqfMWuLjqlWiZl_sFA*&?6tm(WUpNj9rgj zOn)=<=I#(G!Ar`BQX9tY3VHB&>1qfILV`_DyFm%y3#=kJ+YLOBy`p{kWNa!I)Mpnr z5RAhuM4STW&|yK>L}MG!*=srL$PwKHcmI^yq3@~4>b3jRU-xou47!*&G_7xSBTJkJSh@V0MkFsMhjV*w z&zcSVBl;yDumCxFqjQVe?#!9G!Xub&9K3tC(h8A2DPM?gP0q)cEoxU&awwJXkRQFM z<-(nnm1zpQn<~cX0Okl=KZob?$Cf<$`aDDaVCApH&;JN+*W&RNiqUV_$BhD5HHF3w z>z!J~;>7of!;a$4bxg@qjS%OgUG9c5&lTx_*nj)+R?A+jquM%yV z$dl8=&kYDMMn(7&CxaI{Z~j{HCyPk!p8vwOgc7^?MO-#o_KDPkF{qLue` zH?mA)CrzP@v0vb-iVZOtATBlxQjpH~)bZezNN5*UJf?pKaqgVSP@KxpJ+UK8buX#h z030V;b|AZliRlkrsR@z9)YepEWSPTwXdU6K%n1`=q7a>upP7@yhQ-2d)|RH6Su{1J z-?WALV8*tw{;)!})Wx5>St6+aBcr24!P!2T2N|avtbE&FNp&;LlKTge=V^<5XC*z* zA#@upyp<{#eg4MB6+SH#`8y_Ffe5r42rw}JMXkj&6NY3X{9*hv^u!GrPWG@*Jp2^Z zzV7GB{eUehQk=JJOKsp(wdl+Efd0rJbsXExI`{zMqSXw4vCwHf4PPuYnz8bzmz((y zw1}f};l%SG9Zv0(ADE_hL=O)bD`Eot6dia$IH!nr^(&=1UM?P80s_cGL17}J_ka$0 zR`x$rp<_i$cugN$7tTzGGvTSe^Q?11DVwZJNIp8!aPbu>TzEx0GR<-Mg4_B(gBi+Z zPPA@mzU0!+5&m@Xt*I)xU<;8`MpaPhP!6CAV2#W>=mE98U&$lt9kld^rLMDfIvR=u@P~Ih9gR zj6Gah#d>)_AC7~uBFZh5zlw)`L+=;N^MUq987x^sjP>Rl&)xV@8cf;5T>&y0vXM0r zRt$jz-k3Bw`GVaYYuhs7jRn!sj}D_!mKC_A8okm6EHOsJi zLiyLc=|r&6$-*L`Ms|$LD?p(W2rlgCZbghP>Kt+v@4w}eP4XvrMoHHj9atKrRzs7J^?u0S95I7%+lh)f?r!V4}OY z>8XvB_eWS$g`KWS$=YhLE(Cu^!0bC{yX~s|>F(?5sPoAu1H^1L38Wrn-2I%o;xS_l zon;KmqabHP)@P6$*7~b8yurYJ8KhM`As+!NXmTpiq?~$!V3{Kx;9(Bhb@%%AN+1U* zor*vt6P^!^SVS!^zAGn6&7lYJ^BjdpAzZ?Mmxn4VvmwLx;SQ*cFwfLi(}YzG9@ zC%6xpp6#V=Tvin*=F)-;{s9615{HlygbrTSC2U0LLyWGz1+c`$>UG&-qd(1jf?t9_ z=-ptU$_M)jah~(ayDq z?s%TrPMwJaF*LnAy1barJCQ^KJ}2Bl3x{_-Qvmv*wQs71lu1y3KGMLaOBg(+!B-Ck zibEg&6zkZQ%mL{dK}?7r;=PBz4_^IwMq-;+-*pH95Mi|7AXkJc^oQKgUfn&sJVk1P zm>FyfWPIonAb5VY-tO*wJgWx*mn*)$pC7MY+rZHsxaobD0LAlb#P%7RU-cB6K=h%0 zHb#Swd`{urgJ$oN8MJ;j)_b(48rUjjs=_^2Xsy?|EJ5x|fk4ocpFZ(N=oipftI;V& zPB;dj&TlbR7YC2UBLmGHAaJ@V$Cvg4BqSyG$LntGE;#~~ti3PSaRNMHckCBp(Jh@n zGY6X2XJXw=;A1wmQ7O2)DYTqmXW;jqeJvV)j0`>_`!mSm+6-EmiRsBqvHFkCd;4lI zmfg-F#2l#-+`yEcIR+NKXY{P?z_?Mbqc#IQe7lb=JeNUFeIND!KOsv0-i?DBOjgL$ zQ2Y(mvx?Wxf~IY@n~!ImcS-@0>K?>vf@i~bfi4&zl%z*+7s1az8P(>RwGWet+G7`M z0L&4JC4f-QEk0C?G*w0{ZbghgRdi$|almz-%@FM+LqoQUv?+!u)Zds$Nv4a!hYBDF zN#FO}6^M8VUnC4!`eF|D>FEXMb^{Am>M?+@mx4l`+i^y=*8nFB1NDP%=YS#O`1+%B z^MfHf_v}#k`2H7AL$Un_neY`d7}V2?!3_llOKTqjjXdYu|7*JjjJpC7Sr9U~vuB6W zz61=J%eP;2TM?E}z?Z3B%jwV3nLWS^gS-LqN3yqvM)v73Ahb_`B4h>iyY?9H*e@d! zMnMGE_w3-?x1bQ}89Ds-3(x%x7CE-j%qePvi3LDOY$0s%sBcemi~7Tn!}T-@C!1Pe~kT-@E=B{&y%cXxN$ zyu07-^X=}xdS<$Nx~k6n>8?{}6WXx}fFsQK5Q_GoF80IXv-yL34!2_!9IAa6*=HX4 z52*1!#Hk$zVNm6Mh_gB_pb#oThaz`vVmme=5WamtwPp+DAk~U97_=}m+W7jJ#}g{_ zAI}w=$Lzy@w)2^%%xYBhMme;HyDOW;5f}EKn6vmN$H5Q(R_k%!a3thW{}3t-EPPAr z5_4i_{B({$2oHlmvhfv_XYfZ4+eQ@z48JM=8Clb-5Oj)6ULlRR_ z@>JqOw$1{M-{4RmyP&pU9$_38{`vpUDcKE21Reo6)N@kCxN=_Hw~C(bPduMs|C3=N zo*k%AtS(~`#|JE)6*$yNR*#hrJlY=+ST;Vx6Ba;)@^%?>I`SYAR(uHM+nD%8@Fm1k zdZM0Jbh91NVq*i1Fz$!=Km2|o1A6)0gW6alXO?YuONE_bfrfj-Z+ zkZ`sI4qg-_xEESofC|&Kx=anJFTbXSkq-)oBd638wx0qkC2HWWr|qZ{QB2GwEY+3n z!un9@ZsYF$cZ&+Yhl{0px#VHoQqWD3)o^s(X@!CfA6k|XVWby1U0Q_PJENAW5#Gm--VwpI( z_)2o;l5!8x&X$F59tkFfm+_=~2^iTlxK z*2M^>X`ieW{Hn6uEyw02-FXNLWK38?dwCeKOoOc&>4R0BbQJWlrv<{fa%~Tx2pRtw&w`4rnX4bmY3mF zLwGn+8 zU8}G%l?*KC=-fU{Ny<_vaPvE;34~D!x|9H^<0Udig|4cIc2{hl`l9yl=V(q5%{zJU ziBo<70ojp^s1KZ4n%SDPH4i7$LJ-j>s!#_|Sx)`Hb+_c_Fa5imUb>k$-w8LRdB0HA zPS3Jxa&S%)*$6F*3_zhKTcv&LZQ9?@P#PdCp1W0fL@HqCs~AV9PY+}*PEzV2H-0C8 z-oW6=ME_9%opnrzO%Z?%hxnVo8uJIGNFnE!EP(SzmI#*Xk2tFVG^!L%k$ucx5~M%( zg5)XbzlU?${OE#RhJ5*Yw zMlg^Qz|#BZO}}7RT$1;%HjzJlbiqejc||$ zr#D;H>4V!uMv(?W-vZ;Tt|*7{JB1bYua71@^P!olD#b-@r0yCyY$}JbTd`s)`l$Vq zBi*w#u!Qu(tAD_Slh_vd+yqvbtYa}#PdXyf2q#mh$C$eD3ILP zv~?A6i0w9kVfJp2+-8}UlHki%!OSKfx?OJLEFl5n6Kw;{WK`B$8#%C_Sc)+HCnUn^gdh zi^G||V;%n;3Cn$~xwNQ^v3%62ApYQQ0rkxjnBOuzc&#e|5$B*(_2_$RHNk13I#qB1 zG!zLA;`y*qw?E8XL{)N+A$=ix8X4crupEa^xd6gk*Qnsnv$`WvPjwx`A3#S&Kyz6yc2hpkO>*${#{Y^2q)(+E|R!f?DI4|^5;cg zt;)sIb4K~f#Dxq(`SND7qd(s^|M>-({7t?S%adBJdRV&wEtMLHou42Ce1Z4NQ=wpz zCS#IDgn~B27KafPK@}HWts|aIS@A_xH8VAJVPi;*kNG7!H8VuVTAfpkE`}8rhN~c( zua8Y_A}2aGf$*da7y7v&$XA|rV$8$+#&=-ElggP44F?I=?x!$UiAqWgY)C^Z@0gen zGbWdbg0@vHtgHy0f;NQ|;3H~E5r>^%XN&1fsz5T$g7h>+rX8(Mg%F~h-}Z&M9hub_ zQOd%qoU?n)q!r8C46ckT0+$i_)-gL^SaesJrZgAl2}jF7U!%E1U!S?4yy4&>Ejlh3 zTAxEetNT{qCW7GK$L=hYH^_4MZ>VmT3k2#d3GBNq!F*1{*>}9bT9A<)PQ+sr+ z{9i$TzU9Rnnyydq>&EZUI%7_l7mLw<*&sK@C`im6Lnn-QX!}dHxp36#!94wc;RsUP8QF{CL6Q>P2Juk@2nDyg4V043X)WvXEWRmaBWMhD>?} z1%s(#*j5=V#B80*rU9Pgo#pMm;zVci8%7>Ro=DN8?3MJU*Zw&tlQ@NM6{#3m_bq!&pb##jTTbmJOL`)R7Yb8;)KqG~-H+69t7cd06fiQNMEb7yScyn!|;c zEuHC^VG0vBcY>ipm~u&Tyrt_z*q)&%+Tk;~U6An^m^4MqRyvz#bbK^D;h*9tO(OT` zgU7v0b*YJ#WI41&DTZ91>S&aaNs_pxi4OQc4ww)Bj?<&aEmm$mw{9)?bHe7M2p@V8 z3flDkZ^}Ym#7VM$3JiqW4Y)PmgIs@pCh|Fm=TrGLX3?X4b>NX~sbxOFIgRnLw2tSkdvTN zjGhGu^$J)A$PN}bIZbkcdpS9+YJ$zQ&8`30?0jBdUQ>`Nizgi;g#;YPE~CF?zN|AS zG(r_FLv^m=^sKwf$G41UJGYMST|DogjRS?DE@3$n9u{|pJ)Y9jZ%aOW2kjt z$NG!t2t|!h$NsvUeoWKAl#x`%=ChFJ{sTZ1L`f{~bA^w7%L5NcejI~%rwOwb@H$@- z^EWozZjP6${a}15v?UacgsaV;iim!zE_-ECM=yBUn5$HL4HyQs7dQ{4N>X|v7@Gwe zm;Gq%YgO;F@Q=(U`2|l}n?l?bhm>1W9)y`G4qwY7CE=Krh&~HX2wp-r`6v|$+jUDM!P)lgf57MRCLS>ptm9#}6F);%9R>&$`_UvElH9MqwOf)gJnD<`OCx&FL7f}@p3RzOc|9#*SF zMy^0R!n$zt7Eb&tSuRT9Jt2X^74=oCqHSTX5=$n>$^t08@o}%1q$d<~My%#p5m9rL zO=&NY845Zk4wVWL7+!U!tASh(VZ=XY4y8ZDX_$(b>3u?dW8#w0#$EL3FU8X9yLC!F zK9w^rEsvF5+=SRk3$k$w9^)v88l%To-QGo#XE<0}}HyJfbaJ;ChwQNFrQb;pJr6hAw_r_rdqVP>_`7i;o zei3mXRU0d)AH3TNO)TstzJ$O&4-kYR1zC`_ulylkM*R51o48Ut=YXj8a=PS zt7T3V^p#K`XL3pstku6iir&`Pn9}~9-z;CReVktsuI2Lw0s6nZ(@+0~3cs*E_-c>u z9<|vg*@@>a8-gDFE|T?^ef^eR_754~1CfacYVJIb1l ztLcTlR^5t70%`NP2?u}Cxe66-GKFtTS@HNKWpJb23Q9FgFyWZLhAsbK8sw ze^Dr-3lF1i*Sms=i_iWXY3D2NYbN1c*Xw5Ot?z8@>uv6`5~$@fJeGnl!s;}hB(s#W z0|+p`w<12Y`X>P9Cjry-nGb*NpZ=bni*02z(J_oi0(Z+-E>fCt&yx(%a`!l?od8L? z&-%kvj*`8NS4?iQK@DPtpEGskT+O-pe8-kJft2FiRmM!lv)=5kn#*V*rlCMAyYoA9 zMvci>y-a^FOtQfd>&{|NKUAq$>1e;#?D?swPP&KfNNh;o^Rs`df5&-;C~>_Tu_0AI ztLVNw0I>2C39xe1lihvu82Yi^Z};N$_+Zz*gHw860f-R)YO85nU5u-}_D1aAam?gA z6i#lezqN0@l;~Oz=2}x9#X-$PNlE4k~C6*tFTZyW>G_`#k*-Fp3nX9>uAn&?a|* z!u|&AxZv)|ew<8%XEdYEWV4(TN+sV^Dn-;XAaORH+(y~N*e-#`VJ7x@ox;C7e4j@| z@JBX89xDkGbAK(fdjlk!I;+wZM|DH-nT$tu{~5BQx-*{!;_}Q#bKq@C$uCef0UaRm z{Ts`Z+~8~IBf?!wcy!pGlt1=($r%#O97c-DFeBwu=6|>uYfTQvXB4|$4)bxI5^SmS zpgA*9W9;7|+wyx)lvr`#n@pb|%AITMiXMaUM0cH2lA}hAf*zor9|c0#49Sgtj_+o> zLm&$q1lwlLW5+07_pKVcs|o~OFa#(RB(3Q1E@?Zkc~j^OQ8PB+pTn}v;29Q7(&FzO z^3{P!wD6sq1Z}&$`lb5_KRgaR{A7mEPiYB0O}Z=`cby`^&uN)B+ z|B>|d@83{q26OO58-uXR*}^YD3h-uw=~-skL>N*`eJWt{kk zBPZAYCFz)xYEi?GP7m#jC+P^!>cx1w9);jK(~isaS?FqG?V&l%Ip*bXi!5gRk6T5? zWyZnMdE{|$y!o01f7?nem-H$qZ@z8l)P{S{EV3MFL_e;v;_0fq+p57K%^m&}<%5~&p+`X|buwP^ybu$_FZV1gM>+08_xwzw5 zYpe{#deEDl4%u%@p&x%?V<9kV)=_PW<l0xG z4oCUH(vidKNW$U$@^(6ZOn;9*@|D-b>li*!R+n z-mj@ST9VL$yB|>t-WTXR9=yWrXq;}lhK5z7V%T1DHHkP9EHDf41?1&e1x>Z;yXy1q z7M$-5P?ybl7>G0J{b$_P@|D+5?u7U7dni{#S0j@t0jJUx)bWj#ZO!`vBKxjlYiOEx zUx$>4m@UNm9xKGg!saIADz~4X5H2jD4i`;fDc^#hCmIEpKF+_jaj+c4Xib~Xgvi0J z!96pxG!8ZC2%p~nt>9nzsMs5t8v5LUO`xOZ$b#VEasc{KpC1+IhT9j1@vxku(}_La z@@u|7aNn&$CjU{><)!AuHLt# zN*%tC*F*~JUO@vAzwh%*~1q&HRt%KMN4{(Q1@H$@#kl0 zJ$EIR1FnmoO1G^PoCFV*Yf5o@8E)x$``nDrdTiczc8|c-5wg%j*Dpt=sVf@L*gU!)&nIoH)y-N0WN~ zch-gGQRa>W59h11<|V=M3BuyGpkak8$FOx~RpoIK**W8UG?kVz|NO%`>Z)&1?&SdS zEy9e)d3h7Bx3=zZ_EA`U>ezwBD$xG>*6BR>R&%l4^cn@n;1AP5vHI@Va*9_Y`?y*@ z_r9CBf%QQvMS*(%p_NQ9O<_9zagArUg0Xa=&zXN2@iT%I&W-zLxN^6obL8j{LU%)g zcANd~4al$Q)yh3}f1xj^w}`Xbt_ zLE-g#Bc|W+YEuWnp0zL@jRm^;xL-&Y&uGJSRoctEry-XT>AOt{_)5XYj03Olb_PpW zkL#tU*Nvnd7yfAHayC13&woe!!L7>{`#+_hWlvDflTOzJZwUsvHPWS@aTFNSfTpgB zqrU#+&H36ni#>JbH?wMR3n19*zIjLSJYKPIBheso*1}j`BH(+t2a|3dLt>gZu{wR% ziy1x8OUEHO4xue11|_e~y_=rnc2jv3NK<>dnG1xS09fR{F1fpKPD4 z+SEf43yz)o~YM;$Iu3aDb_>ISKSM7Yc_RPHzrEF{dT2bJIbt~r4 z=cp0OFlL~W;Wj@%mjofUa|8Em>|&24TzRw=-}|ErEb4)NCPsf7f5N>UI(23rd5G_?df{u! zDeo z3QmOwQxt=@qLYS z5GQd%#OU<_JzrH^Sdt=eB{okg6F zgw!ma{;ML36kj2%KmYi99~aI%7?>|N%rB=`oua$B%x2{hSuC8y#*8w5&ccpSZoo#r&zP?T(S9cYpVE8#&x2nQ`gZlGXb3pX`YD{^?UbV;!H(@^SLg>$)3* zM!H^tA3$oUGK%1SQIgjrY9rw9W!UE8?eKhxli`2-HfVa~b!;sugmq@&zF^W?Nu5?H{>~OjZmhmvSkax=@@?hfY+tOU^Uo*($Q*Ebul<{m09P7wXsS!*A zF(BwI5<0f|TZga4rmBSLbSk>Z^O=8ld!NaP3DXe94sUIH5Tthho;7}|A&r&-KoZ=O zY#Mh$zVF!Ig*C@)Ye+w`n6Jou6PkSfYqlG^sdh=QwI1gz2~fJBw6GwjEiv5;o|3FF z66)VkpDDWfIStNvK+x`x&K_+Vjr7A6QwVLB8%CSD1vQu%2pc+m)_v>`owip+y~OW} zC6D)0NBq=jEF9+0nb1cby%|zDso85~(-Q}1EEZ!f*} zvyO6IpC1NBXSlh=->1JBznZlkyfN*cB;mt1oGgyJR#~akH#{^Rh1;y43Ek6-=B3#$f;YqH0^}Usp-sBLS)W`Y1%zIoDLB!35Ga{rGo7m9^4^&5GLd*Rlw0 zwA)ecds2~QB#iOvVTYOJ2D zocbQ$b*9!a{XhEcKFpp=XsL5l9$$GJdtn@N)xX5IJWBr9EC5Dw0>fM9&WD>ayPU;z zR5F0k)RI`2zWjznJH4l8qv{1#zXXeY?NYXY>L$PRjE#{a;HD!Br!tcUXuRaMHQD5} zG}(kLJQ#u@$mNlCi$%~)#cltT7b~snr4q9I6<$rUVZ^BWdn};mZyZ>(bR`p$N?w?^ z@KK0vy%TJ33Aw7Dg^%it{q%i`+twE}@vxG0878`Ih#g$FG?JN#ecPd6Fl61|IOoMs z`Ztd^LdgXHR{TVob9v|r$FiLINe7V@U{DXdO8Hry6bbj2w9((68-5_gC*ZJ+~m64N2JW15lA-n_X@eT>aOnkz-$M28MnH)VU)(sAyjG7LQ?@MJo?4geN zJVH_MFUpQt?SMrv{V))uCR{preR^?tFsI+zs(-w?JM(0Msr)I_1%ksA6=jOfr+X#j9950{Hr^mn;FtxVfTShN4x_e;^ z7AlMl`8qZBbtw#KCMdAEOa~N{S(N* zNJn+fz^|0Vsm0LgFXZYilSP3U0 zlwt1b8PMW+cV6|vSSPIY$<(5K{(gHN78yEk%AGfeV)os@WdE=V=7xrS)7a>%@o!}qx3)gKx^+xhAM)_f#&2+ z&N_jj0@yjf3JIYgxwtxmjO|d6Jk$K*#_a>Ye(FCLkc?i=CJzt`4~pe$ktMv7KEC_F z!AdlRsFH=S=HFegI@d!E^)!^3KE7bAb4ouQ&FJga&et`VGG~b(4!9#NpevSt>`gh; zj6&YjbE`)Y%k=#dg5EOB;TOBl=zHC5?26I43>>{7-itnLaWu`PEv!m=UHJ0oJ;M?G z`F)v1`zNFy$GhazWfcmU)lS2T#9_c{*To<6JRT0444Ez08zrzDt7$2Xbg)?%4s!p7 z35Dy2fs-~B9raX3G;GSUFR;}oA0{Ci3mX%wDq2Sq9^0E_sc`cxfmD(p2a|47BF<7e z!GSDaZuHA2b4738c0LVRybiUQ?9pmYfv5L$Tr333r_CguOvc(u?TZQqo=!X~dOc-v zew=^s$Xh)&%^yq}v^R{$C!j2hz^1w~s^-CC(o6oD%fLe@`j`C0+7d4KncTVJ^^2F|@8ye{y+$wVcv+x`?Wax)Y*`KJg) z)cuT-n45R0?YEHT$cv<6Dh1Qd2wBNK6>|$^RL6YN|Dg#=L>@l&U~1d4&1oUbi7gtY zin=4ZJx3*LaiRMCxS8_Ai>wKhp;1^fQisc@t2MTn4`tc^s|+0@W&Q4A=jJt=ZPeHn z47`y~tWW5gN!TBfJxc>Kt?r`RHFEA_1OYcV64&N4OeKt&!u=`oTd(84Lg1KajWmU` z$l%;0nU0om)VY(4JkI*5@33%+?|V!bdb*7$ zJwE68dash>;^^Q0u5hIb3o^JmV9AXz2c%|OdT(iKV5Rw05(ik6c@FQ&CGvFJa zWI{8^47oYoqxCAlvi1U9ug{zS>SY%^xM2e!@wgra|&Uw&RkX zxG{ZtzWwGi>gw!==QgkASomf^+-Wz#&vQmMz``C=I2 zdbataDrOmqZahKV5k(va6r@drZV*1A^ADo}U{gzrIQ9cR=a4o@#cAq?<5z!5UZn!R ziMaUE!l(G#KryGt6Vn(ni2QT(4%|Ie;Tt6iZ$V}5*leap`PG)4?zPXhC{b=lF^vJ~ z+u~c2M8WMc->u8(xQ!Ul@-}@KzxU}hGMek=seEYnroSO5PHsM3@F`-+_kS9lIsWtF zukM`FQ8${9`1KHBGmatWHB;tj}l(;2iP+tPw}@YAW|Gf%>^b zOTRL+VCdvd$U<#%%gIvTQ1Y!xiz^$FY?r>6QyRY2N~8Z0fhGS;xO7W? z5(EO(Rhr^wRx7ez`AmzafGh6y4H&Nz-y8{6%v}?uTe#X8+glJN=!kaHcKfy>$Y}UsF|J zO)zWuX>P+3E50s=l{L6iVEDv8kzJ>IKl#~`>QBIUk7;-Nch)~JCt3I-2#McoM7b(P zy^jhq#o2G*=_k3>!VTqipWJne_SIVag|QCMrp->skh;B<0TlW!#IFbmfjU{==6KD0 z{gk|YVPd$2P9Xi^MpdB~ssRnbQZ^*9YONUKgESllt&xheLXvMZ>B2Do+F5+^e2Z^b zib^2!&l6oT!!O=d0|dmKbcvTRCq95GKRmZqhg3XmXF5Tn z|9W5Vxmh5225MurgYPJAC*DK}Zb<28ku3w=xtnkg3G)i4;hkta14g6_@)VGj=Yrg7 z!({6{P>f0pl&0&hVr9fcpP`;lFJZ_;2=B z@8sJ?rr^*2cmmMMiy*W=rdD#Wbxg|^xFLye(XfS~{T`#h0n;He#}UrNNKNphNKIQ& zmuE%Q1vgBgvVJ2-N=V`$wNjp%$U~Q*h_5-xc8_R}XipU!Fmy1o@0{r9e%yjmYrRC# zIv7w?l+B&wSOX3UR}Kc|voix^0^`{x#%TfJFe%}vJB_>BgV2c>%lFH{;seEYZq01j zQ#wH<5=rqT1fafRd%Q!)hyE_%d}!%@>Bfea)x^!vOOg@d@ zYX!UEd1C1Nz@gUhvO>?T%}wde?9*b4o>7_44WD0S2cYz>`!4ma`L6hG_@4Y0_?9b# zq9qh!LigKS8R@p$?b`q+ktA<|99&ZkmAY(gQMh$+0DdraPOzjaj-aHG3axCPJge4B zm}HI&BYJ6X@D{mKb(6Y2%^6N>uj!W6Wu)h1UaGuF2YKgLnHb&(rDNJ}1UheDZ$XJ3*E{@JoS4RSifR7$bxOts?u?YYEO=h) zr~W(N;_&u_=*4vLOnuht0G+jbJhKX3$3RssQc#y6!|&NHtYyYh0TuH1FPxhx^5 z-(Ar-(kFNSX?egN=&d6Yb>k{cS_(UJ#;^{iAHv8{%iXdBM3rejU6VbkI!sw8M?AaLJC0`CJTbFI@lTL%PiQ z;}D4SZHRK%NI3-hA$Vlxa&SdKF?aWH5+0VE6y9PsxMY?0gi@GKF$h5~$uoOwV#F52 z6lQC_QiC>U(u_Zc9e(Q}uEQGi{?eH6meNNQ#MmGXk9gUK>CK;zk{ZOS4MV>dPyUgA z(V7M6a(*bxX23N~vcI9o>|u($Ond0kd;pBH_;Ft?>hN|D_A60LVaJ&0qCSeI=0V9L z_QwY8(|^1bzxYIh0x!N(Q=kKK5HlM9@E+zr4# zXv;U_;Ia2R{lNW=gcaH4MLdDqtVuY5_nWNKFRr^4s#$iv!pc_L*Zegn82M;#JXMds zu%M;HvR?X3EY^~h+BQ~;5kwnWz1w^}pwCAxZd-W6y zl`ce;?IT6z=lavZDV)-?u1*T`n<;-yNMtCU3m098+|T8BQGHTrnXbAj$DI-u+MhoO zcV84>QlN)PIJ4<4xM0}0oEWN@kKgVw726FlK}3P_P2#M4{+?q@saT>(A`vAW^oB zN)jtB7ymt?(DJqp(_)CHYE_qM(@Wwgjq4eO5Dr~w?j}6~$urd6sSGEt(~h@MMl}8^ z_V-70AgsiCRY<8GAuq4*YPg`G7HVYa3Q*Bp4l}LN+4hNsRm(60Adlf*RXLAxF>``5 zTi6x+!{2Ahamjt%5ArE4n_3@E%}Avf0FB$xK{la=I|wB+h&Y=3JdUm0kLS8w@e>D~ zJTYpV)Ks1I1T;7e^}zK=;}%h?rV4j0vW}0kgc(O)ypjpA9XeNe^lO|Xa=q)=3%l&t|ZPamDCmy=FWn(Bp7Wi9R@QF#FkD_j4K%0Y`)v}h0p77VIEWN6vX z{S@Zby2koO9G^I&nllEOe*F|ES;4gl^|oek`nIw|WZtJm)3(vXU1!3byTOL;v6ta5 zBXYB3B|ARilj2342s4B1OM{OgQi+~(!$cvH09R7<-WLa%5`iKM`!H4`CPVyV+)WhO zO`%b`E0IGgrs`<5s6GT2!I5S~S=xRnHGwo!$u9^Dn-Q3V0l&5Ql+|_2_btqj_Siag zf^>Kb@ohTj@|Q?Qj#wzYbX(X3*hUEWJ`inbJzYRKkFxRy%E@|ONLi=D>CO{UO5L<~Qhe8t%d`H|p5NPp%2DDw zT<*&>GS39Ty_2M1RL;Eph3%e~vdAkRn&TnSktjMJIrSKP- zn8gnP)JY0wK%f4y zY(ld3lgg8NO;DaLQ4MmTNwxm_q`#cGkvupemPL)~;1@#(A4oC-+L;4cRnG#RKV}EF zGeWi5`PU?a6xZT5le$LaBjqT#*s$CN9%*+dVkn=uUh%Moha`DExNw+W4_I#3tsVe; zBJUn+iZxch+J_Ks3-$_kqIND9-Dl%z>Q7_rZI6nQ2uk{B`lPT876@+7$Iy!VWUegv zOn79SKi%3L=uL2EJBS#CcEGQG^uv5YyfJo;mwEo72-7Dbd{WYNx}osB;PF64nP&+( ze44nBP#F%t8>=g_B_`*@9k`(#tVr)<;!ug~K@n5}yCm{TgUvx>n&$Ovr3pI4BRa!n z%I3{%kOZBQkuRW>1S|CdQ80UAv6lI7HsnN|EctY{>qKzjh(5?V5u7U@#Wp*vPN!BZ zAI!EpoIuB}2i6%LQ8y1^n@*(DD3HL5VVh0>mqhA;O+W>->^fk89E6kz&Kr>cQPZ*; zf}uhEbn%rV+Ms^g_(J&#Hr`<~hWPvuOOXDs89lo!m^}fnc;s+6QrWzT4R839nt2hM zcml5ixO+IQWP}t1Paj_~@&WY35MLl)!d6H-tpx5EzEPo;#4BWLPjsT4mIIrCPKFl} z4vXdE*aQ=*>49kju>CM4{j>%c7POTZrdANaRz2KHYpO!63#J8;Cx$6g>w~|7#1cQM zP-}xpK_kO|5+)NT6VQia*MGT#Q0ZKh!A6O^StI_SxAGB|;g_-zrQw&N5wzhKIq-Sn zqaxTL@lgs~nYdUuVhHL`-OC*IEgr!ceh~+cCqA|UY?*Ym(%??I>teRn#77BmOyc7= zFk0fH2>3qHO9||e=p_wqO!Sfib0>OU%06VwF8(5V7i>D9D|5x?sc|M6A5$4{D&R)xgVS z1ImXz6PuO5K8cGtBjzA3I+qwWK;xet+L`K}BIrzc&mCm1wx?Rm{rUJ*^U#NwZRbyRw{d9AZBIr zbT*qro!rQ!JH+}^bn9h`nFi@1yBOu>XWWJbrSFhsK+%w*TNA z{e#2h$Tn%VBLh8FBTaY685@F>wA+z484K#jvmI1TqGD9gpBpTOPwGqaDqx{QRvoYT z1tQbZ=~5kFTc4-EVT%C)%yLW+!X$j77{YIyg(cebI`rDZI>XxLwIf^Z?7WgMTt8PpWAyc8PipEaPne94+jO|UwX4w3VwbeIfGA4)JCZNN!VgUcNiYGe-8Z9`y(s}C{YSL0!Om&89g7U-if9D6Z8jg$t<7UP8eOhAJP8P_`d(cUINso-z+I!Be zx=FkOHTd?1qpE$J4F3(3@fkxDsoiYpN-YVk%$qP?+69-6g;xP9EB_ms9XvRB6F4+6 zUx#pLNY2ALnyyJPe4Sp&wwq<4AUsBdcW~sHYNk5w9aEGfOY#qb~h!!lKH-(kdWtzzzo zz~_@bKWY~Xci^nAe=2^Ns`}=8b&adV;a=@X5aknNEvbQD(qb%Zl4lZ65;J4<3TX&| zHV=CWRX9}~)lZucm(j0dpFkgtKbn8sN-?jn+LBL~G(~6Jv5u*zl0lW!T0)i5TJ#SV z{%{uvP@LoJyngbB7XC>R`_6J9INTxrq<4YxfPW(XW(Zth4ZnrmByS*Jpj~*)5H7Fh zTH9p?2yQrRsO_AF_(Kc9laRfV-N0N3d7`xu@UGt}?vO4oPc)Jr+d4=UEUbN~?CHb? zTl-+OK^sav$_@Jb57xf1ITt2~GPZ5ow(Z>5xUroZ=ZS6Gwr$(CZ9Dt!Zq@GofUP1aLUzT&It8_dvcQ=LLy+tW+zmPfIW zYhAa-&n)@ro5tnr_frI{mQCJ81?LCtHlaL^>(Ac0rd`zw%LuQf$pvDrEZ%= z<=4Os?TY!8Hi?c@8!M;GjDrlE%qPN(p%RMtMKTBu=;#bO`4G)81y%Zr{4rjFN%u-+wxr1ry%3!~Gjz4np5W@8^eB4}17^Qc~@ zWlSeU;e=jy`2@aRvVO6enQGf4>%>+gt67J+ZN_;{ywXKZPx%tQUWR^!c#?_x*5aIt zl|=n!cljDWdEpqphf2Jc@`%{0*pcEGfXX3uS9Omdm3bw**Rsk>P9ldFbJgEd({s)1 z41+r*oS%uRA)?A(J=L}KS*J3*O8=6fk^pymdqwXOb6eg-@qz-wmA7+~eEaEaNCSmk z!>G5Z>#U~M<-6#TQ%_z`SML*ktPo5#fL}N^wKSb6pKEq*3U5VNG-|PhoJ;uuP;e;j z(nYU7`Awl;MXt9NO!U|PjJT{(erWUINiygQx6uscK$%8?-U2p%9DFBk;9TF)f0bLj zrz1k9TNu-QT#sjak!C0a<*=60{qSg)k$J&-rM9%F3dDW^Emm>2jhVW#sBe?5d(!mn z-}&(_2c2~G^4wC~g=4lbbEk0+AbS4LOP9T=<- zej4J5e|sLr6fk=pj;g=RAK(dL>@;{Y|8zr$Gz1x8=sQ14LmG!bBPMV;2=P25IS|x- zFeU;tKSv_MC~#vTf-!Jz01>W<|9l@fOFxwZ1QxUcBx#>R9B_z#z9AGBJRC%6fUqHv z6eOq+APz#gpE{554EDnhZ4a#5AM^=iybr-9k5USR-w)jda$AVx35(mkzOom7i4+OHmb`NL`fcOLN3oICz+ZVeB zdH0`pdPDGr?Ey9j^f6?7gZV=BhVB9S1*GxZ}K|UV|3^CJc=23*GzQE(vxA z*gmkeFLMw6j>jFo3q~K9F)+0+au58D&mDmeHV0TSu(U665BiSF9qtO`fBGEcJ0^E1 zKB#|w9Ci47`an03n|l~C_71I7 zgAouW0G1&-|s_SNC?7zX;k5j$G;*F}hB0W*P} zDI5#gPZ|#k#!qF&A;p+{$`#FQnYpDKE9L z6Q3V*$JZ&Mw!-yjW=+vc`jR)jL;Ww`?u!8N4xchP>&v~uXpCL(U6->SQ8#>7_=vKk zl0~=-X;amh$JF2616|$pcU4JPi~M-)um*1TYGEr5tH1utU-8^G|Z{?x( zccmul=@K2`DF^1*^rh%77}Z5;KdZ$OGcrk4Obe5JRy??FCwM%o4l>-Qd_1`;do_US zLfEr`T{%7XwdOf-7v`Hsh>oKmU!T&Y;=(%M_?oILM8StUD`a#7#y3%U#NL$Er8w9Om$f+w9vq5ihXzhws zRwrL8#&0@<=ubPoHr>5}q}C(f(h)%aO<+u49p9ClVVJv4&`BbzV}a|Jv>m^8!v478 z(or;&*10=A;pS`$^}X^;VyaK)j;6N4rFEdObNvqg(Vj=wtuVeP+OCw>f$@eVOL?Xp z^@pJY*ZGrRLoD;&dC1MB>U9C*aK@uN*}EyZWnV!+XtR8J?6$^dX)!x zPRvIfyTDMz7JDdp%oos={j)_G&8Hx!ph!e-?Ra772|>H`_yp1|RXe95)os%y5V=(O z#M3Q&8z$AZdM4XNP^2-PtCaL5s5p&yz_TmVXtDBpeDTjEty6{1*5z?AH> z`BN+`@35EWgi@n?CV}A)-}DL!P*N5F?h4leElfrkD1w5<{)uNcja_edn)9?ELTlHK z9<_%5Y_bHd8Uu1X?hXSPO9{W+4X*Bmlqo~#HvWk>`XWae>Z2uCGt z2M67_!c`z!sobReK*(Gk8C)mrh(e7dv!iSdmo+M%yK;VZeud+x1rzPF+F$JoMINl8 z>VGB*_%=7|{5%XSV}Pn>siwqsHvR~_P@j#)Kq2F=0>e53W_tiINQTU zFtdyRadB>6kjH zc*BT1DA}NYxyGf3=%F`Z4q`(T@-eQN+ezu^*u38Eo*z@`%zB}teIsx!SG??IcX|FK zt|h215s^5@(T}rn&!n5Pr%|ba( z2eC4)?>XoE_ z+vW!iO}NcYNu`LMN$y4h;%kcA3)_Dmdr!Y+0qt%_OXEQce%NtiRJLhCJm&IGx7;o; z1T)OZhmhD@lks>w@EKg!PN8s9*pcxt-~sVG`7HwYLYg{%AKaz8S|Xr=!P2-7yb}j} zqCt&$Q;%~SMi2k-ISqmuQ|lBIcG+zwX!_2qx3!#(g%689#~hn(ufqLoLQY#_NZ#pH z12RK5CaQa=Ty>T->K{&iDw4OO&GfeCT)}d#DxFUyMW;cXYuT$U?~ie};YIJdL2wy! zin*dO-*MMhB@@mG=$*K7ff_IS6F{`V$k|{jk#eX-k|A9Prr#Qx#7xnwIOJl12HE z9Vk)m2+ypT7szu0TPkwEyrY&6$bsnd7>1E?RuZ=B+}3|mZ_WvQ&vxxCw^~{zhpnU{ zmK#Tw`eyv&J4bOZMsB(r0IP=8;q&uH%=#?2^!H`f$E&*@SNE{HI_A%*olymVMH|P+ z4GWfzqq*4E>+gAb{CJZfjIO(F*uG;gq}1s&#Lt2$6Gbl|O#fVxJC!D)A~Dtg=_DkH z1IIne6ICSFiZC8E{r?5A>``doMG~=g(h=cRI0Eh}r8Z5WI}?Am!kR$|FjCHBRs^fP zF;ed63C>`vA&?4Y@}UlMz!9!_?pSWTrP@pNVl2GEsvY2A?iJzI>)`|Leynu{U@S#E zcTt<|>wfvvp93qh=}$;nk{6%&IX6aIS8BKwnyr*fspP8qe=v_NGG^6WVDMDf&u#9& zVan~G84#MJaJ7>qEC)-ug6`MHSnkI&n+#9PVoC8wjpGoV^YQ-g9j64H@H|T_$p4 z5;}|htjw-)a*Bqi-Yj+a3T5q!gZ>s{S|MkAwJreGY{iYySExqJUA%tNv7ju`#%|Y6>sFTIsF-6x4_;(W< zG z;dax=NXXO3P@t11UiipWyfT+lrSAy@n$YV&2#vJk#6}Y&6Ntvw$cu(#h zLDfNf5D5dzKOa*{N-CmdbLU|OIpaTxYk5y5eXrQ^# z^%39>TSA`=x%o8}5K|TdkDvC|pO8eaHCG})?A3!H_4_{S=sXD<2Vu}XL33gYUayWt zskqclZTI`qB9X4aa@DIxfUZ_;A`XS7vRs=E3y)hm~ua3n!Pj_uKy^1w0G~#f%7Pm9gnXR z1f)O9?H%PY=6o0?ToV(Sw>;o4k+yZ;4OREoyR3x9xGrDdFR-2|+-9YP?v+6sA7Td| z@a-#>sOZL_I}EB)Sp`p(5-Gov%G~s6$^QgQD}rl_+kJEMWb{X&J|HF z9BGJ0NI7#QX7oz=+7V=$8g{iB{{IE~&2)cL3GpRd&YwV(9B&U_ml9%}9h#8L;J+nf zTn?4pR4x{$3TubpA^Wv{e{P!F#OPs26w#xce;lj#)ZN7>|7=Xqm_l9uUl^(u5F7`22yu`S{6i8DiV;N0joQB$mpCT0 z0KIbHyaq}ld$d@zbMc?fD+Yi3Ens9`*Hy|lzTCm~UL%y8zDFmJaDmqcd9;}#b!>Xp zfBKZr&;?GKcsW#gI5e_WP>J9qi+MG8`3QB#DO8`^9$f};$7NRCg|ED5XvJ|RVh)39EZ3cMt{u^5lytNaPCUYg&J4If4y0}qaDUk@ei%pax3}`1tQMBMeSz8;{x@e;C+mb-@k{bu1_lpNFvjpC^`491E zSc_WKgq0%*d2kDr0k>-0w`$`48tCBq=-#)ENeO36kO@E~`$$uI(_Xxv~%N7cR5kwSsr=23zavkA0VjTh0%F8}h|@+TJ$fQB2Mu zQtMua?-|LJ(Xdd0P6zkF3(B3(i$Owf`@u2JpO@=PUzgK|WH?{8Gz`-k);kp_T-5IrLK!U`uQXC{BJ+Tlx8;l`mn08Wnvw>)7fz?-=9vv=2}R~?S4 zZ#J3N(c0s8#rpGLak^5Hw&$VvIJ0x$=o^=?yN29AEz2*AC92zJJ7*bm(<<8e)M(q7 zMTLhgS3)k_XnKt`B4P=AiW$oqZUhIkVaSh;nMf8cniEht_;q9T3e0(~P>xih3Z+7$ zqx?S+MBQe-{9pbNjX%`OK1&5Kl`+snmN$0Z#MEO+85S#4HTBXsLU+Rk-bHFLTnI$E z=zsWSaY0-5Y>~F~k9f1Msd=$LVq8ZtoNY!g) zGy4m8-0e=XUfuKo!M8BjJgCOFp!$ayW6uoC4LvrYrI5G5ox>VnFMgGQ0JpKcM{?@fD4r*KK?n2{UqR=R zJ(C{;eCEMc`Vah6qpBKB6z1)1_#$a53x-AUt=h;ciS@V;HntcWgROdxym2GBCc4`3Ux6!P!R6NFnYs5Kp+^`r^A5(D1mm#N z$-A@yMIMHn9F}``gHRarP#EV>98(@uOkw8Ohf7Qmp;&8;xIk-RkbS$e?K<%C+%oDQ@dqyYAU0NQ-JI@@d{WtqrehF1$ z^;zC4Tv;!g3Ieqd3c4<1Wo{z;&t29f7*eAf1xZ~^d}4{lk#2$l8}&Y}je4;F6Jl$* z+O_pXt`4p&oDI+Ilzf-Rl}~jF_1D%gHu1QooOw!K$;=ClB_5T*&6-V)tdZLG2WMmI zOhKyTcN+p$)TrPtc-jT{$xQ17TUs{+xE&T{OQ$!nZlZ9r)-u;nzMKnj)8|PY<@1&O z>^u?qvB_VU=|-Y|LNjnhbVq#vkUar#Os$;nR}8IrC;zFz%|gIU?l)yewU_ zly9hh_sAQ@DYU>j0fdUvslX?XMFFx2#TT_lG^3!wav;r1G*BLYYW&C6f8QA~wS3uW z+r*X1^9vmX!Vf+PidsR{OsagJc_mP1%)ErU;KC@9$h^_&D4XHL`30DLs zP~ApVcW@jn)~=&CJmsP(PBP0W83fCjCRj7wbO9z$8y7S}e0=#R3f<9&Q0WK9Jtda`fFyo|o@y&1 zA#W<0holy%4r2S=y!@X#zB-iQRW;SD2WWIRc&F&fT090G_{nQyWdD2;u}I@w82LSm zzHc!cqRdtORQy~vRls!%vJdF1zjO+A5gSXB>0P3 zp%uD;Q@9vI!WGLmNmvGTpa{1KO{F0FLWRjZh2*Yo9s35Dzx)WZ3$c(mmnfQ2A@Cuz zqC`ER&!D%u2A45zBc;yf3)ZdTK0Go|!HKiKD}%)J5#-#JtZo&8x9JyAX6vKVl`1$2 zCVSw78~_RJ%apf#J2OV$%=Z&%;%ZmGcgNl6dM z=BP7%`YZtm8Ip#7*o1tzYd&2&JlnTUGSHLVAhSM^`rr~a@|==fqxf5I5n>^JxXfGF zTUq{hV&`ad@s=f1cGX28Mu)xyUS1I#Vm%KIZGUDQFObujTKrR4`TzBKZevf3GHOYLhp>i)RtJk)snQgg4ityN30;f3cZV zR#|ulm8h5C4vcq{ryyHCS)#@J9_K6mkIGaEU`1^`;Z~lmBH_WHm3+hSN7w6~&VyGi zdin1v5R4=l9gk>}scY7?_rl^0F<(FSR@A^7#eok%-W6U+g*k8)->gNX-pobaSE%5U zjBXr&_q;Z9$``ODoQle^jC6Zyg~jzFh2Yv|!fqxk|5&JQJhrK2e%&x1vK6n>(Say; zl2GZDk*%HN%laYpY0+Z6YAEhx^4hSnT+IwRZ8gT|2{PlSbMguIneo?xBA$o|@c@ke+Nb^d6hl)phSX!=zBCC6yZYV4%6oq#Tu#;{`h+l!nbOn!lU= zrS@hffoR=S_RaJoU*uJ$5X4a!6}qoy);KtH0+_i|P;$7F`@w~~jg$O$4|+g{qXnfy z94klKH#TM0y%XH7m*E^>SUU4LdaVP%U{FH~F-2iJbvnZmbQPc^Y$ob2`dxbyh{e>!g~%-r+gYhLWNQq&ZA0F>Lz`!%6>(iOi*XzvG{`it zY6sbqlhVy1fIy|aM1FbhRI0|)x?dg1P0*^Ih>fu)PhXT(W{g^n{vj%4Ub!Tr$NE#^ zW=(UG>1DmYB6?mB(r?~?kl$;Rt0 zqLOe!*SzsS-$a0k`tbgEl#T!}a)tKn5(}qE>3*3=%fF1`ZOvZo*0E-IcHYq$(laTzv!(@a(J+!_V@I?Z^eSG06 zvwyu~nc0Z_?N@BnE~X}2gDCPGV)*LJtn-Jy43egM4{WyPuB&3a=7#fhB_``IG}g|e z*Il6)N*5U$+?U5(Cusp#-Ac3f{}QKZnX<--f-)P2Y9ldg@Am9mlB3r=k7-1Q)Krp_ zTSlH(#b_sto`S#||MD2oS@+r0hv(@#C_;$~P@&8HWG|JIiD`KhBoP$d$Wjk;Mi_*^ zRIDY4(#I4UdU4W*;N8@1=Z)X~B9XQ%Qe+x9L5S1K95lV#A9MmNQz*zG-eFKu9D>?= z>j+s?dk}uHJ(GhpEW4HFPTh{1tLF1me7Nqdg923RlA#*?nC0@Q?fB$u8LFWDs^L)4 zx;)7wZF39|@)#R&guXI3k9|_^zFb8Kn#rR0(B2;hO!eB5k#!^R*-*z;IgB=so;zWz zP0^GNjMQ=2$Xo%*$^F{+UlfM@9rrSsIZt9E{5tN-NWxP;O!*|?0TN= z`2qk-SA8|N-zpyaMk@-ed3(3FX}I{_M3~_!yT+6$K{+O~-obrVR%GhaN+>C9K81bi z8RW1|PVRxnMzh!8K)lc~nZ!>9@0Pa zZ;iC2`V9AjQc%$8D`H?5S|(!0P+V}4-te*Tidh#20i35gLqE}ROOw|X*|)v!IEiTA^S-u|A`a>6{usUZ*&qqR z&snY2Sju^HD?ZEl3J!H^`+M1QoSpl#p8w6b+X?7;oKw8fat73pcYgo$(-L;Hc+AH@ z3YQW`+KR%x5H@+|!Slh&<^^32#$(<@*u1yDqQRE0FAbf+dF zzSmC7|G6-hx%4_}*{JuTAfRfC3=6^)$^I#!ZR{Txw_Pc^el)PtS3e~B;qu;09{=(w zrU2w)Gjw|wn4d2PNF?^Itj<-g8R0+EHHc%U^w%V?2dyxQ?de!DX|Q`I7VND$K?7~J zlq2L&A*>$_+2p50H3e!5NsO+eGQ~p7`py-GmSO(k?b?LVEd0`%1U({7)BSM}QFie`QjL^t1)V$n|n zk(93|SV+vVI z2}YG2dNbpHVA9eO5&{$2lUp@@YLYQ&1Izf$nXq(1PV*kir8QMAOV7(~G?O4-=sYL0 zD;GOgfw|T?IZk14P7*~cWxv)Q<_qbBR1F8kev}K%?VwKV`h;aOBR{o^!d(Pb(p(RU z+zEHx7n2M*#0*5fPezdFx){hO=TZRMqLnlMTk?UZF*WRl4Y^J3StEHPRHxkmrCv>X z6q1Ka2oI3SaqIwz9Zt%?qBH+N?DksXROzPd$?ZewD29E^kWQlM@i{pzZ-b84LD%%(1y~fu zg0Go#NA1al95Ed=wv-E9MBkn0x8;zx?GKow2ATCDGi?USO%At^eDi)inep#{*%_)*MHL7Vp$M6iM{l&x^2}K&)-#k4aBK^ zOcOmdwPRXhU>;3X2_7HN$R5VHf74gQDc+!0yJ+ng+YT(kZsF<*3?AOZAOJ@pj5fA%ihS;{^@T*lCj@|Pu6b;@e=*g> zEvZzUKq4<{F4w|U8a3F4|HQI;U**==Do8jAfoN7kk_O^*(RtLp ze-jG!O=V1-=I?l9%wyjIj!`6!d&N{r>UJ?3n88}Avh(!cKpWT0F*y+4JUr1_-p{yqtCZnX>~BwD6r~+ z0p}q|XPg-qXps(B#e_jm&@QVv{kNEfk|+jVkxBxs58ohloKB^`mT4A4S(;IO4IN3O z*-iz7Q&0w26pl{*fBLupWCLmnVqEi_#3>UVk}TOSGGRb0kSx;T@(&SBjMsl?Do!}l zCDY&aPRJeBaU%d!`$yFj3wW>ZBplf%v7Xmc``KJI<5sR0y-dfCZ$3bGA8VN5`Y@I&?#qv015XoNkwxsdeF z1F^_hVqZRb;6KQWu6ODfX7PX>mdcb4p)Y)Szc^k^v!%0p$Vc(qz*|a)Br7Tz(~5fy zO@4VL3dpGdg*UH=G0u@>yl+S>MH{}0);vNw5CihE$4P|+=9wDgGV6l}U=Y@fl(hd2c8?Hp9G$Xc`UrhJ;vvjhaE^(~7f7d80eMv`dRgR~ziPM1RW0hU#`%87}S-bngot= zFXxP<<${s{9_dB6elz-jZ;z^!TJntC%HewLu9lXHLT?C3mEU9{0yyQI)=E!pgX0fs zI<2)xI(s7g?RMX$y7(h8qi+j|?bIw0U*qpGTI;#Zd+pChZZ3mA0{Qfz;EuS#Gg`+U zya0{m!RDTfz(<+!1pJ8y-vuRd#QeYi4W10uZgaZLP&&Kj zy=(Yd(?8LI+tcitTW#i1;(FMC6LZ{zcBswPQ2y`GTwS8a*X{I;WEY*5r=?W}PjV5j zwWYhV%34KoHzuc{W&_=o0j*kV=dY7{7JxWbv)<}=0`+C$#eMazK*6LiG(Orle?2_e zxOz>=qZ!ykMK4cZFSAl(_2NQpY2OX|`2+jwyJ|AS?;8hNa7!9UU9NA!Fd)^QiO5BZ z-fVe!6`Tq_fjgrxos3N_AW=<-&>iv0U?LJ_*f`GefO%f;C5bxO(NR#fZra>7%{Jkt^k8RZ+%20r zQq$w?dPQx0Ew!?nqK9(5)!Jq&9|#J#965yS43bj$;!!VGZ^#%CQRaLdbvF((@cn$X z*LB)-uWa{LqWQhMyGW_;&SO|10YrTtMQY-|sAzq*9jkeo2A=#Eww+p3snfe<*}R>l z+xiE%w>9Mz$e+bYkk~qNpG;lGPWc#Mv=2AxWTXiHUW%7xf}>Cn+=w@B`H7BAQ;Vhh1A(B849I>800$M! z|BFZ8ZJmHim{E4Q_I`&R-ao@5EsJUvNWIZeVfjk$e`O(SR>a@muh8>L!37prIAuI@ zlihW%GP|=i#T%HQlr*JeK!m~dvUIVzN;VLVMC*yBdcJFAH()oUFrl@10w1`!*Ev>+ z3&H#f=WEA;vu(&7lRKzc1Xz34It>}RdbxQi@uw*0VBC~sduD%jZOv7PX1taVow`_g zF}7n_Grw{MvNMU5`vc|Ocx`ElIdoQ*5h@Bz_xv%QSPEt;Ki$jEoVmGUYxQ5{2Tj6V zNrxium;0ARZkM0t2S|tZ1IjoAY}F@hme_q!l>hn*f;|uv%5c<*{rBiJ5FEwG`YS?K z5aE6CaHoTbHEtFwrs^E8eo=Dc<+*xu4R19~1$fZH@^W>P-`pXu(tSbJ@)=v|=$J>Z zNwPJinuIe`)v2~(Otl41vAxlw*Wt+g+;XxGwrE|l@iejamiCzwT6tx#-hNt-cCH=p zWZtS0P5W4N3t6qo0CYCq!94du4`}qV?d%xXqGgFJox*>j;f9*v>Ue~vJ14c9a^QW< z%VUQ)GS+Cid{5xO7joh(rHd<)B3zC5k~$ljc)Y;u`7tImZ{NWo4^uE9F!zPnk~m4a ztVWcH^0Cy;#kcp2kz4t4C{+~CR zkt-+}1hTs*K*`tQ+dlXPi zd|c%VTKFVzk?jbVq|VV7FJ4ICw`bY@c#cw+5fDTiDp07FF`chi9uzCgT-%VV$CoKe zNWS`t#HtMY4lGb$p0zTI zdVteJJxZ!%t+)96qqaO&UAe*#xRZ_B#8W*&mEJ8JC_J0=eA9vR+ee6z4YIh{ z(9wUa;F`>dP!eS(N$r}1^p_f*B8(@R&0?Vv@Q2P<)tMfnpJffvRQ|%+e&o3Zj%pt6 z%4DLCp%cy`4NfWpE(i%umL{I39OA49Coi#rN4^4>2f6{0oK^2bZb=+_Qn*fvUus1; zam05$c50%a^gE&R7i~Fl8J$OF&Y6bt87u$xzpxgZDU#L`UDc_y$T|2qdzHT?;rpG3jGGC-MQb!@wc4+*8qG9veCQHZh_{Yn~ z^>Yyvj?&X0y^~QM$P1G?P{%}dZ^MfuK<04E#r)tB8pKXH8v&@#2Q*0Y5etf z0s=}Io$*M3IF~fR8~t3N@aZ1{>x0CA7|!-atFxUr^tc~!!wdPGW0FQk^HWdl@@G#aU^%j*xtXj| zCuK{IzL`w6p&l;9#uyi`(?)g;BH%lrjxjNaYYj<%433+UG2KnytS_b>p3MGX#?k#R z%ZZ5@6!bd8%#^GYmn(|?4jdWq{ZDa4Cwa38?nuMZh5E9An%n2?_igvCAkGF>NF=Cd zqdcWrMe@s+>hAQKQ`c_`fUAE_-G<@hgs_V^f7yD9!2+D5&;ATFX+v@={1RujwOMNr z`-~k!l^0{rj#EY5dLM&}wJbcoKfucIZ>X3jk_2hWb|Gg{_m>6v_GoNfb~BT88NM}w z6;l4t+KCgvd*nN(GnW=*Bpk!R{J+BeEId5>rAcSQp?HBD)X^jYfDXYmQ9=#o)0oMs zq-EwFWEC>m_=lgrpYTFS+W;7Rs1k$HMAExWsI7zZ#v5M_Opd{LT8k~>6t~wSbY=|2 zu|zNG4?XjQx-q9<1O1OY1cVxH2*+@UVhr5OOAAZ|*>0g_AD`r@%WTHh7W-@8N{|>s zY9$&?^o12N)x_doD7t7(2ao}K}{U%-s#1$3U?^a4-DJ0;_7>!!+)>kp{N=no{UvoANA zH=ER?EL1zVbSr~I#jM`~V_c*J+XiH(cw)Y@wyy@N<$hr`bdryMNR)EjOHx3yyK zS(9@Be|@vI|H#%O5Odh9d1GPdj~}X1nLyu22qK28#f~^QImD%7&HDcpqUvXdH(}(+ zd^fE(h&=lx&Gh>FSD0c@w{9%m^C~v&L8;pNc)tFc(h7K#2l-c${o0*bcrUX6%;gkL z|C#%DPSi``Hh9JBubG*HH*Qw{Yu5T=c-31Tz{~;hOHo(JnH`Ksmc{|a~MHOBmX z{;e~M7vB;^FHl`?E`P-PeJ)kCU5zRJqvl|wYo8u?0y_|r(;5>Rv?bG%xfpmL9KP(3;LROhl z{(Hc~^2a~o<_ZBtaEbvfG`!3})q?qNDpiUc!@WccwybbNyeev={B6~i0jQv)%api~ zdFLca{yH|@Dc;_4aU?=eQZGXU_8+l~CDS-pXct4)$Wo>fpt?LL9e7Dm-nN_nJo4uM z;KPCF;{$hPfY>{oTaHov7CwqTinbq0BG}F3e(-%l0SdaDKZpRjjQleXL7ua`4zl%C^OUx zE9(%MRl~%3)9`0WrQ>CqPk)SxoNoRrA@8M$XoNn=BF{f)X$KeMg~{9MI-NIt1%?3W6)AB^8;p3qEC zr>xfk5xnC3J)%#?0pQUxelxpw$P$+OR$Lw0SK^u2ADd5tVyEPqajtY&0gzWT5hE`aUF)fWB;Xlw z>O9*Cqj6!42IgAd-4PH3yl7|p_e-^Mbp8S3F)W+k9`Kwu#9ooK=1gR6J)#ekIM7ZB zn~UPj*&qxFC-xsWOba}~!1{eZ)L<2siuY!1fvDIBp;gmlBZM6wM|ZeJT$5I7(=~z% z#i@Us(vzdh04Oux*KjWwG-bGB&vy3@-MI5y2(H_$48`2roMcjo4`(?yOYi>k) zwOfH!>Ye7NocAmofkE-@Yau5ljgDe*P!@+A?9iXaZx9VA8q0gyPA?!edx{4bT0o~!X$&LBIJyZWyGpIKH^zdli z7l0AfDBUG|w*&T3mDR}suW=J$Jt~Oi}ze%prp7(}Lh#DW)`^p^y!$op} zH^=;nU0c+Lg=x_EQod76F!P0c?JrR2hRj{T28Ye~e6k&{^8wS-8_&rJ#g2A3cMYAa z_Xto713GC7gF?(Tv1PDM>UeeO4%Sib?paIGjxI>sRQMoA4cYiYCF)_} zh6c$}H8@)g<((HKOlH(nrjGp8q%$V+=cU#w;}@Ich}AR=6)1046Ju!&m&139-q67c zna%;*(=5oXY6u7kRPZ}uA>~)}9%oNDmUwbMfRn0OYZ8)WYmpO8c1p7te&Ij`>c}Yk z>^zq=+6Dtq`cII1#4!PQ1RhGmo6GjK7<}#j{voQK7Ck1uilAFB5-jlaYg{dgNwU01 zrx?c)T(<@9YNs1&^^|(o%3>b!t_e*mdm%|MI@OoauRfh4*U(vztv0){nW|%D`o)0Ye z1;MISc@&u{;EhP39w`zGFxT@_5%$kb}PFrAJ*W zHZVm7>h?eKR)EYz7`gs;K>!}1r1o&P-XzWfwT|Af#%kn~gTXP+%an@_ngcy3!;`uo zv+_pwd@feCs*w@2bU{OT0ut*`WrP$-XwKGh4Tn~-l9bgrsHqe=3MUdJD%X5$|ZX=JvE4yd*k zm8HdiE(TLtzqj?Hk-H9Qhhkik9=^vZMQ8|w=*+44#O%ck5J&nT4@_oyWd}H zeCni8C8y`XdRD6rnGUn#0D z?AQY`U}5%#OB-`0X8@@%vmlrc(>7VNr;iaBZ;GhVCz58VHt0)jhYFDOYQH2*Re`Vz zL{2V&TP9Uxc!R@4k?iO{he5%_T}q>&g!P^lF<@`wc3|L**33HKvDcZ(AY8P1;2>PfXaIcO#e%#B*nrHUkj?(r z9n#z{CD3x^kh&3P%ED>5lGXm!$yCj z8pLSgiL~i=`Y$^7|KKE6(VaiAMmj)+27wrjliGq9X1+9i&3w$=!`C4G;GLd+#Kl+8~bm0Xq?K6wEy5= z`*se8jfrBGIwpQrmjLmbpg#Q3(qrUaz@IRYC7waG!jn0;lLsm-rw6b97s_@-EGvUs zd_Wf2>v@f<$zi0vZ&?osnlX@KG;-Cyg$9JV8Ps?hyLZ@&~zw$GFO^uYbqF3~>_7 z5S_%gkZ-0bc9VaJ4zithbs0<-83U@5%e^7mzB!<`M11~YrCmTyl z_pP)}5nNzANbufuFUR^ddgHOmNEqv@b^#Vaml2pxnYVSzf&d1IFEK+NBii5#O+kL$0&fF;sI+=in5@ zRr#@;{A;_0bwWQeeihen88HD7cR|k(_M!a}P!Xbzyo~7RE+)vhiA)$FB4t!VMipdK zPPTs`FvAx3+;6nR=Z3+JH=`m|O~Bv&<-p%BP%4O2dr?n}F93ErE|KIp{b=YCNeNZ6 zus2O0Yo-q8JtzLduqWhsPCp7^PpEoT?6tt2(7)_E`Zu>7`EQ523rD|s6ukEQt!wbW zBnV{!uHu17_P~gr{6B}Ee_(9mr_SF7UPphy>&fapHy1j0-ZMUW&+bC!{5_C*PcEIN ze*~xpJ0;JGosxlWl^|;>LDp2F9aIVQQK2xzikl=+yCg#N#r={kyCkcI$u+wq*Kd*p zXI`yIvW3{K-6Z+N`S{3CDcmG~7OTr7Pt?YzQm~%)Z>@RMBw3D)+%-J7y~j!Z=JtPY z-&-*RJ3~u@qScoCMhxvf**2K4*6w@e_@=w}4wyk~xAb3UW(W43MDg=!6hA}iUc{Ci zkk_Y9LN!gQG-87(GRH~SlhH=xu^=|>4E9@LXE1TcFmY!vRY_%yRMi`jK8Ya>>Ej&j zg*_RDap=CZ?#U2aGQ{(oX;gdb95sLRqLvJF?y{DQ2K2+V$Jk1!={}3RULu{_b82V2 zys6R#_p-CJ3aOXQirpiI4b+c~>rNNC$f#Zr+r}0= zg81qMxz`l8Y;x?=W6z99n*h82LjdYVf;I%(cg-t+ zyb*vm`SX$wqjn>_ZYZ__Xg7asv4ED*^#b`HXnPJ7bRjh*WQ7~Rn^Nfblq<_() zdfT|!xXZX;q%k=6&me;KDDxIJ2z6L)0hD_VLLoPSayLcWrASZu7o1V`Hb)o@M!%8P z(E>2{&k!p2sFZn2G!=D7ZrI!MQBb+5SMu}sOk}rh$}%bmMBPpnZ|Hw*8_Bt1rOjKX zO0mTBiRm!gm$1rd8r4GtyQ`VDQodnk#Yo*I4oHd3VF~-pz{z*{U8YcXB-$DG z1(Sm}40P?TwrfmQgGSF7Abus|V9cScJJuEV2ipd=5SW|NL((I}7l}V$RIOg}=fpl@ z2cY>7u|U3YKAbS0xF3H8Ykhi${?O3AA+ug@9@-}vznd68!TR{)<=!0!%42U&Z=T*Y zy)aFur_*SW16*(|pk&*tmrZ!3)r3p@4Zno& zR~THQ^8|a`$8-2X(_?@$(}rpPG~f)n)`9%X9JpF}+glvCo+-j$XLOC_f9WAgBG>rhC|lz_p*KNP@w*)9jfwbh)*13B zU>v6mc8xYOd3_N{Z9X{YNSYX1cE`P2rcZ8Z`xV3}7ZXH60>H=^)oQ(%0%-0A>?kKn zqi(;qg>>|-FI#_oyEjE;GCLdHcw}l>3t}S)0FicnM;(&<4bewDjO=HEFosfsO-Kp0 zA|=?0lrRaU1iP9-$v>Mm#fMmrmbbATjg%381scx0&g77B%0;xzJ+riX@dd-L$&9TVrYUmv(kyFFQXk%SR{pS+)me zFIDV#d(F)YBr#_*i1B6>hD zT?R*jHf?`-qDz>L*T`M3-$pAEneGd*hpNG0*o%hJoXIT8V!e!Wn}07(S4+tzvaZbo z`eLJ14W+G2>NOhMnv9q=Ub6+C2oIWy#j0>nL(wua8(jO7dKP zsf&$RkduUtM@|x|ct$l^&HET#JC*<1%ZSbCOPOn=q|5pK6W32KL5lxT@)Iz1d|jZ6 z4$$RXa$*+MDQh=s-QbJpN^T)0*deyR-_K@Qik;OZ`7YK36*V%xqe;P`EMK0(>EO#S zbzgt)5f@13z{3!%fu+6^qz$kOwN?I?S=EQyilPlzUSlge zA^Asz5oh9y-ld@?f>X3y?~S)6Ir(?uf*tAPHpUpGEB5< zH1+j8=d;pGrffFu(aUYU6rC$`_rLU!PwzcY9vqFD0 zvA>@Em+z8Dl`^>%<>7t$dhe|%fHV8;P27|l1F;s;p)drlDjVdhup%Hb6x3e5dv^_` zy+&Pb79M0)QQBXyh_V@E5zk|bD5XS;C>sKre*mu|pYsh)B13o}cR+VwZtj4Nc1^%4 ztc@LTo%3A8H3R1z+um`uHpq6c$)tb3H``0~P7*FY!b+eCunMlCU;v7Eu7{Qr$q*7A zv}5UBG?bTXj79VsdVx9UjZ6{|7tcjls{~mAtLO8!`ZwJmycnGfLOX^8Vcf4jb7=qq-T>KK2F%3?4o zi^08EVrVfTWp#iqip{jY{Bddw_vY}4^ zDz=ka0X6)?_ewUn!0tmkxkP-V7ysfV8G#yB;nmVuc1N$K`tD&L{=U=$w;nT+Q6m{M zkZ~y)jDrt01j%ra48UKD0WusQ{peFa8TOMgJ$ZY83_y4SrP0a;{2+f`4!|99l)%Xj zKwJs<4)QAi$Jc-p1MzA=?X0S6BHSOMJ&~M4D~n0|AMTqohq(jyl1aLrBLbvBiY}xE z7pjkeaRHM+-2~$-uWxkOw9+FYAbKhK1WD1<(iMai>5V&dlBHK9Qn=%y%@Z;!B})?e z&y>m>aM`>@IsI1>rAmJzfB(NjY)FYhr=quMOiCKaJq3O!KX7U^)UP1kA*E15zI1)~ zC+U5FFPq2?%$LfC-z{wbMCgU3NQqvu2fjwqWHdlV{bbZfM!jUzL&n@>TtX&jvag@) z?<4zDUC>xX};=r~CBqG8f-#PDf@ z#85IZtRY{GRQtZrPPW6pwZoMSgPCD(ZNH4aFJ+xcRNJ^QI+7!0FM0#0_7xk!Ycv) zbAAr5(#h(q6LEhmG3aLtE;juty-y-tdY9JP;$B~yLqmUuqMo6(&V<(&1Mimp2y7eh zPu)S_c)m_i|C>^pfX?|$3hKuc`5L7(2b^{f zrYn_z>99Bs?o4bK-%$z`kbnfx%rPJV8RBbL0y+Q{j1Yf;23oc>v}yfm(hhXt0z_A| zlQzM6G2%xIsf3!+26K1toB@LD4UyeyQtgN75y)q?x+9yYhSWw+)mTq~;Jv3Z^?j$H z;$YnYoKiO*z6?541iq$Q0*5xih7K#tF`qYNRZD*IV~N@tbbBI3Qc2pE-c^w1nBNn! zs3cc@C{ceIeJ)SLL@Ag4*se2cq%_3X+_&^)2=6P^n04eu@*6s{Rzk~E@};xnqzvv9 ztG4Ku=Am6%I!&KMS?xtkJr|%v7qm$(GT|caD4l30qq=S#6;qNnP ztRv_28!6dIrGZ}hJB1*>1N=g|qULvV)IaqxR zrDcD{>L8=oBBkW_3Y{CqK9JX@eQ= zrc6oHMvWYPwsf5Qx&p)lWe6(j4g_@!<1kPM0uczRNi^*qL*F@!vTfd1Lo z`zE+1@@Hdltr_@}D!IG?XJoFgeXQFTALE9%Xnpx;WFX~LXid8Qy&Fd63eE?nbu>DyM zA1BS9<-n0*x~Z@No@S-*g5_N%FbbLo`b6*Mq9sm$QCSeyoFZhO9T zW3Th`T3;?4DQDu9L@4Jo(C?NPHz!q0$UdOa!qPpOPQLyPhMQcD#R$R*CUg zpWr-<<5%zSl;HmDC8G#+^!q|Vo=ai1F7s*)=%B0ALO9rFwkV8qwpJf(vU)D6qdI6)D zi`;|J&-GN)-4Xd$sBTjq$a3pECW_%27l$mnI6-2)qMDmeW^JBuCDak(CG zRQ6E35)XsuQsd1}MGu~L8I7*!C30KIM!3wUbvkAGlpg|l*%M#%FDlR2 zkBPf-Eecywh-+7n20oqnGzZR+q=A}CNEZ#x^C!N@`4{cVGo1ZceVZ<*-_3hl)lt6~ z>oOr|V17}Do#v%ero?~7j%YC#P^lEUV6vmff96bV^x#Mt1VRr=HjRWj!)8iCI32MK zZH!v4F+1H3okl7B;+gW|L|eQ(-)$_9+2WmEXw$>g56Bl}ZlasG0j)!uOoWcPM9!9s zZPB3O@$BK?6U-BBN8CqsN6`8Oj~hqc$z8?`2bQejaV~qfE%<)~*T#Tvd?Z?kXillu z*G8FEeN^3zUIOw3N+P3WNgIszj%##U^&K*u%VGu0o=^k(G-2x)&DlDvN+~7%XPrq! zX*I4kPp{qWu`d+?>m`u?2snA*onrI{6rS<`x9UyANO~kKoMrVo~ zA>xFIoCZ_cCUSq~Vn-5uMO+&$ku&Gy#5go&E@BILLn$7SoGu)RPn|AVH(MzydrF^{ z)7`+W(P;doQ{9XHZREC7B|qthfVm1a>%W~SCg=D?EF&N|=UL^G~bKnBjsnZ-`HGoTKH0&u3UF8jQmG06h4qkr;h?Jky(oGk#qd-DHkOP-W z8eW=97V20$>(|hCuPUJj-}2QZ^fH<7j@qYHj+u0U!5g}Ky(X15>VGU<>vV^zN5@Dw?E`$9KpeDd3VNoL9PByUym!{()M+_lP+z#EAwE;J~oo<3+W|4b1>$lJ9wyr5j}LjZ8E2^9#uSnnHt&*2?SGZ+F?wQ_Y^T8!UOM3Q zQW95;3HkMQKia>I`T_MRFe3?e`E1+-Ip`+TK%Di2+Zea$&L$UwhipfsN5#VILi2Vq z;E1H|ELT59ti~=ZOUOg&tXGXqeF``e7BiS|dU}6DY(k1>ADK7{rEkpkP30Ks-|EuZ z%T_X}r8DCD=J}^B9v+-2086zS=qV-rGpfWcVd-VapMr-Yz#~F%5$Ab_VF5kYFB?1j zzyfLK1v>ZRIXHXR72vw_AvQ+Am`Mp59$ z#WsJhH__(v64Zx3A>So6;2wj(nvMxEKKavg2@L_K5gUm7ofo2>1FTw^x4ZM2k56{vsCRZoMZX*ZCjPGUQJmLWCKLH-5Y-3$<% z0T1>Z@Df$zCAh~Kti)V!A2Nz^C5RQ?+(P20t%79ROt4lA>bpdw8)vb0{K9jNcO>|h+ zR`r$dDZ2*z+n7)HWZY4QI=o@JSCGULfLiUs9$8^y!>;KFx9-{4V%X+i5DA1U3!zm* zq|wE6&vH#iG}RHVLygAMLyL9-GSmznwYxV|iHk&VgaVG-u6+M=$1-bHg^z!9detML zhXIys6Y#md3ZBLcye?sHRtxzs+^-CHnM#%8as6WGOE_9++M8AHcpNy*($JU0@Zjp@ zdfn7l6O*^GlMB^gtaf~2^l&xuIelb9x@|+;0$(S#((ev0Os8VCLzUqpQ|*bdL)Cbt z%j@o}w6~QzJ@fExIr2T~E8u@_VU%+-Ud7LmftxulDv@g()XfRv*?^N zXU_S~_x-?R0z#+IXo*b^X``Wg&+M;DKC(TKM z&!(yeJ|heDUZfsy`F93dsMzH+1V!^xo8Y@k^#f((ftQu}fG&S!pNHR$aY!xD+nHyB z`}~~6J#Cp;uvh!*v#Q5-Ly&nkz3}@duu@Zpn;IG$ybP5)O3Om=#X&SBE#@q8q$D63 zeUb)hBd-XuQA5!bD~DX!Z!H~f-JXzDOKNE&iuIGip97cSTO?FpzCXYkz}j=(GH;pQ zmI3RME=(V}?>B#yf2qVPYfso3sN#Lhea{I0Cg6f}f;zA`;@J4okYmZ>%E*0bHF$J! z?TNIKS77c_48$O}6e#ILj>1(Z$4cO_@hjVd)y8WIm*f(y7q-adqQr3A+Z6NYX@b&_ zj4M=I9BqxX_9VjIhM_8VbzN8Z zWMdx^r%J!5QF+uQ#U;YCe|_#}ijHsbOo_pV(l#+EvJa)jDNX4Yb1J@KXp{HTrl@zz zwVx##5>kKm(LHdAW+bI4X@a{y%Bo}P0|!j@RAHc4>`68lpyWr zW=czuB>cKr(T)C8S;dj8NulZI@WYfDVl*{Evo4?xXBUztLO@4^r>)c8CkrZmAv}Q^ z{wkM1?|pKSa$kTmOLhB2i%imzH75M9Enu=5sEU6b)lEZ{5)JXP*~Zg#4ZaoOyr?NC z^HqxI0R6N&cO`b0^|(n)>XV|H*_f_#c#%zmdcU}1=h z6s3RToo2~tqKOkYaR;vD9h4d3EInt)8nwuKftJ;Rzv%_Nmco^{*({3SQH_=+;Cqze zFB1O(-=iJ7UfCz(^;Jsc<>n}SnI!8oo0`m8O-qY8fo38Fjk$KZyv0m7Leq|!{F|v^ zT?--1l(1#_7-lG*nbL>L^DU0=y8NYsSAT#1MW@7JNRk?Y{5qi(eRhY>qQmzBd=_ z>Gj}Il>oGKcAU*!q0t+HXlWg6!*Xm!MHhZBi^*6Kl-9bK3_qBa)n~x*S&1!YnGAop z0ChuefDKOvSjsgm6hM^HjL$71l7h~zAo|7W7cEWzDJQ^#8g*@=rcMl&G4+u=J1%{##c^EUdgNirBW2D2-TM93Tf? z*8rp2E%rWL1Ng;xw;6sge+K+}lGXWyFWRQKz{AvjD5#!+|Ca)NBij&GU znpk+_rNsb_C@E|yT?)~`(@=}GSezz}0JN5X(-E*}jXGP%;|a?;ogDUfLN*;ZnBSE^ zJf%13DH^iN4;y@?4wiM4`g~Cv%i5x-WiQWP2B*l)N)7AP(JtZJF)wDp8_u(Q1lD&F zgO%l<&1(|p(aod-#n^weqx(yg@S3Yt`tuq%5+w&u1A!KcoDRRJ(dncjm$SsG(^*TL zt|CbX;wTyk0l)BhJlsHF&Ahr1>glV8#@Y9M*^#0Y%i%%Uf<*8CG;2QPm-@t^Eps>D-W9+h9x=#^D` z9T0D^drdTL@**3wC4C&1)j5zZy6#sWFHK`X&RXgB39=(X%}B zHTYTbXa9dh`Ogq6EMN8tBmw>c8NL%fOCYExP)JuAq4HHqa923~QTd%<7LVaA7?jm& z6ebOOnZ(f23u@R|lD(WpaT5z`DJo4Ui^MULklkd0|G;Bf1JwQA54t@iC2m@d`=t38jzMe(DAXflb! zk98c>uWL&Jfs*2YPH@c6&%cWg!_wb@{c-?H!}mIt{U-Qd)ZJJ>9hXT9fy^xkw7rK= z7S#!hhdqWRkfEqz)Z#dUuH}Sc*GWTF*kmn)QjHM`^{NdF{=9j7^C$(3E}O|N>WSLb z^-h0J!|G}P0jgwm@;J5iU$eun{X9GJQ@y}a5PVTPU;f1#`}V#5@2~74X_}xJMF!sp zYxsLuLm$?z$`_MrlV!^7RzSydsHP?qiV&HDV0K2WacNbq%IHR}%82UoRvWdZcnw}a zN0JHr-dR6XOXx+r$?h@$YHZV{O(f1ctrmZ$pv89`#BKZD_{GaRDJ_jttf2oN;F~{x z4Se%obvy%WOOuzft6+V9lzj$wP=_#&Di6=uUf}G{quwjOte_dr_ClH??a!XJ zlgmB>&M&G5|ALKso?fVjjej9+qq*nPbfF%KSA&9u<$|rHvZ?(%YqIL+jT{O@{rKbR zab9mVu^*TnyvE@ZtQ<`}>+}j%p4JEs5!K=7JO_S4&O+*{P}dB2@HLFa?C=|+5}Y^# zi3>wU$bWt9O(oX)X?U#;*F0^RuSkDeKko1C?;#Ct*<=%0qAV4aRtAz1tmD_g`qQVt#>aI=h9XE<-S0d(3v2k~ycfJpo`jq{uJQr_V(1so zYo&{{&2ezVPY4o$HPiJYI8P5;Kd}=2u%8mR<=-)XVt|- z#;U)Vwvz0XDuU`EESQi$unQjco8M*)2KKhw(2gh)e!Xq>Kkjuo-988TWhjj}UNX`S zKaw)X=1It{{u6Sq!-|x-5nlgZxxPiY{?WV(j=fjm^%3QIWZnhG0J?v^Rgpq>6FWfz zbr4DkRWee1UNTZieu-pMQDlBz7x*=tY%5HRh z;14U$D4;*tVyC`VGcMyT~t)s>&O^p0e~Z-b-TWRf}B%9v3F%sP<$%#wQ* zCCh7s&a#zD@9~hQk{EwB|0l{r^H&dGA>{5Ds$< zC~#!Q!1h0KU3r@WWrMMzgBH@SL>Vrml^h)ns!yqo0dD&r(_B}<+#tVwTSVhn9nN{0 z)VK+2D-mCqhEnfUSJf)3$EyCX97teRoI2!$=jCwYQD?2RDqCnZ2@J!+UI!$E*{5mF{SJxrbp)EF6D&uiadcT-Oj8pPXq=?Ay{G zcYz@1iF$grH9IV^uF7~%xpW}Vv9mqAvODRh*|lZ3xT-yD%DxHK)omN!P*%IKzcbLf zZ$ouS*S40Xtz&0O&bMHOy6u9a;zH^*p=f##UM zF>IB>t*f>YxTC(Mt2Er1OcuG~Vc8LFo(t8iPXq*4*czSKIuY|G5=r7%uK&n+@>Z-5 z+l=kQ_UAoGq;_9RkxWa=kj)t*Yx{qQ*I^81#wBb$76E^klZ=;H@Aa-{h}ta~yfJCU zii=xPyJOC4ZPbvqd-Ppy|MndjU^vq~S(yRx(=C(gexFxSf5ZMmtEGyWKd)>66|4=_ zLXHxoB_(mA@1|i{-KenHboXQnD(+0WWiq$l=h;%Vz^l-LBw1@~7t;c*L5mG4DUb`K zfM1amYIA>-aHF+uIOQyLbLFF-UbFgOZ;`ue|GLx{#@t1e;F7H#v$i(6Wpn8{?&``Uk>2$GU=(bpd|}ASqmH)VtRlPqb75oh*wsUZ-Pq z?z(bsO|iLh-2wboLm*o3_tjTKC40HwEQM<4E|jgPbytN#1APM_M^$Ad{z9(LH5qyy z_V!WiLF^&yuj(G}okwokK(3u!+joeY$>8M|CQeXHE7^C?MZ6T7g#4)V?6HvvI3zzz z>bZZ3$zvRMY;uC^b6f=PU{S0FXp^#eFSYXovG=A{<_NhV2tOlt{cZ0GWDvWFQ(@c$S?ntiyljI7JPvti+JHy}*bn2sQdRDVcIqv~=ef zGC#@B_}4AiM}s9qQ&_)4ORj)2H&5J@DBC%8u&Hh|Q8fC!4<5Pkxrg`l1S}58V3uVw z&58k^t#Zq~|NU?G{RmXNx-Znbvt{Ggl8&H5)S|TzK$1FFY1}pR@_{{nIMjaA*TUHm(O@~*_^bUTdyXE?sJ+Y$Js2%)PjI>wAS47Q?)z#zOr5`>_ z`nsn!_6Dl9PYjpD@A$^QOnn1@Q=`=zulvmBI{S9E1#}w0Bp9{khT(&q6BoaA&+f*l zf6Ko5!&_dz_~q7$dYYz42-8HnphJHShz8nwR!HHNRa@)ZCO7nW)_t|D_26iIbYT0O z5iy(6vheu!-Eq09sRO^w+YqsPs*~QTo4Q;Ltt&tX$+x2U4~U;rW^5Qr)Eg8UbPcXv z-_rBzkvKh4qZ$3RJ0iG8;HRj4bK^@d zdRbn1QRY%5FY^7Hmze=VwN*oBc}3P&I4i(cF^@dN{5rZXcZR0fBnn=_H_{n2w}lRH zBCR!Ojzs_sVZYVQ(;$+4CxTO)(<-B@u#!Try*+#bCyLx1VW1J*R@ups5g-MDmUqim zmyrUY8BUx#9RijJah)J@n(Tk9+pip-Kt|n)f%p2w=PvZC7WBKl0XJyVs8QPJ><<^8 zd$wd}K|ksP7wm(-lO@mgFSkTg(aKiOwQ z_hsAaH7QbVhv&&?Uv+U(?$hb|?MB&`yl*yn|642 zi@UGZg%I-P_70Zk$Nu6krH4_$gKcl6m6Gj4Z>5(N{SSJW&UY|8$xl?&`3h%+Ud^A> zsrESJoXNyJAC@`##9`;Rg$6KA+zSc=YQ#MkA?V zH1E7);FP0pbM`NQhdsD?{xTUStCbnC6{>Dz#=DRe0{mt$8<5U$V}T5iPE(tgm?9|d zgQVFsH-_8?NoUgV_fP6Rh>SPibn)<~FI-oLj<;s6t2?x{m&mvqvMI^Z`ttBbh7!H6B{->xDOuhN9&XGAK)|@f*N_VGS^~dGr0XM zCg|A=NS$?#Qkx*b%w0ljwFvN@)hC_km)W%P6I!q6AGrmLY~8V38Im*q|8y5l-O%&3__|Wh>M#?}Y8! ziXBij773p`UtJ78SVIOsI?H;!4REwHBz5(IM9{G@9?HnZ)AYEqRRCE`3JT&`n9HAq zIbuo{Hl5EyqfBSgFqg7*09ii@3a-iRAIMGT6)%94T=##_1+=3<>OOHN#c;a027_eO zk~+=+EZrm3qFmWm-MYQEf(?1e34%c_D^-yY@NKW>qj~@X5dgZOWXk4X9T-PZJ%nq zCuta57aD&|g$4&hDZ=Q=;FA|Hqu3(0$dH%FNv3aIY~Jsu`o`o8u$`tRR0l5Qmm7H1 zZHTfsuWkf2H7IR%Udi33WH+SO`D62Gr2q<*07-Wu=dGo@H0Q77Y92jN>n&0nb9b)P zo)$Mj+|acDiK)(+4fT2r)TW^zW@}bYb*8p;_{)FR+|Ylcp3{+(mSd+=lRZIud@$a$ zwYQ3adN7HTT1(TqYZD`Pj6}Vyqm7BZYswD~-Mzb6@_1N-#Vv_8j`o#!{jKY(Yd0qR z8s2V!kd6){hHJw;wVpsYK=BTVlLVu=IAD#fJ=oPUxw>ADQ&p??!cp&^XUHnZwQdcLRFzEy(5EnpTYFr48YDdHd3`2&~&D3L|P!KoKgECQ;*Y)DD}BC zOkRf4&!)>pC}}Yf(%L5_>vt{@$*JokMXmLm^i##i@TC zy@_j9Mg4u(ulJM(i$tgFap7*Ak)_OHw%NC$XzH=a>T}mTK2^_IWOLBRLtHOAt=^8w zp2T>oo1jR0G0uCvTG1&Mg|eR~iQ0)fkmNo*f0_6t<;AM7E^L>=J;N;-ykk~xx9h7j zc;^L7ADgeQr;6a~o)L#r8DPmvfQ5fX$y@sC>fwNbiA9upHZ2ZQDE)#+C>Zw_nuM%g z<``eI%wbyI(cCZNd%wAF^{2)YC4yMK>V}hhgZ*vgf)>zv9aGYq`lHYURd? zJtszkPs;Tpsp9_bgx#0ioNU|D>IPq1_m%5=LcQs`zP@SA6JNc1SF_G&5?p_FlbzQZ zdE>y5Z;f$onQPc__m-B;ser-iF&+8-o@nLZ4s}l`LmY;*#q3jvoviLGI;M< z%t{Fv(0tZD!fsJwO60abAUZii+0k#aY2`;HRK$`kuF76LbtI@{KpZA09i6SDjdH-@ zE8zhR{&Vj0Xx`jx!vAcvurz=1n#pCi8$Y~+*oFpe!|P>4rzu!Wo1Dm7@;2C`uTVZH z$KzNhc8$6U7{hIt84KaIB;)1+%8D^ldlBz|0zQd%B=t;n6ID8A8*ZN~bgpXTqG~-2 z4f%C`4komf&ZTX`RQuebj%`>b?ms@ELMS$sNc2N>TC7pDW_1e>@k)Qo{*!yQJ+iMQ zJaBDS^LWx%x#NpFx85@z^R;bi>YnZk{c>i{H8YNe4J|wNmIgX^btbkXJfAss%k7|l z-EAY$@X+ zeaTjzwIK<=cQ;0QP$OlJLlO)VM#Wk}Rm zPHPr(h1`xdh5r4?EEFgj#1bI=myKy;h5j`Y%jut7&JyaDy0u$oxk+Tqm1}N#Vmdt7 zQ7JMct=H;8t!v^F$48>Ly{&(J#kCKN1Z&bKXKwh~*3c<``$T`TZBw(;);OB#|15ZM z&37L;zO$L(MbYIz_PM;s_Z>bt#%V-cYvi%t9XN6-U0$(jM@`d2d$F>b zyaH0v^UE<|r-BJP6-;PVF`@N}n9!QXgw}rw6B5r?roVUi)^BeQS6utO!$-coBmAV? zGC9<{yUisxD@T7fZc67c;k7?OnDB+e8y}iVH14^7W9|q??DyeNc!Uf?xi+MZ*f4HS za)Mi6;RlmNQ(!aBjjH`ELXy{F;2idv5!0!7Xt309NdSXAU#0E(KLp=%H?@Indr+Z4aAFA@?Y{ zxfjvQDe{U3E|X?&)Z?r0a3^>v`!$el2G1?SiEgXeZI=y1zecZk2he_WX8|Yffb!r$ z1t;FP6el7LWW_nCfrxVLMbLzmVT}+1Lj8ZCY-E`N!mG;KBD^>YGbupvOxoWFg~Nrk zlJDbs$6|f$N=k>HzA9*ZuL9h!ZhoH5&ZJyNb-qy_tkA5j=r11E}U62;8fpUN0 zX^0tXuoc)(a?u#(pGjIdd|*p2C_R_}I}@Ni0csMUC;<`~ygg~wJDvI)<6uu5^uH7yvCDf3>u9 zeEdztr-gz=m9r}3Gysa^ipKdg%r1YHd?u( z#r?@LBUIXehSjkpwFA{C79C-48(3dCdGBz^_pP-Ml=gN)P@343NN#F%fydW9a>G(k z%9&ULCmI!4Dj55Zd^-nA@7&V3IaP#U>8;%JyQe8_?sRe(c(p_gU z3uQv6RK6lAl}!pNmH#0sEtqf+rxZ{cqd04k-CrW$GjpWG8nwvHj{y2>k-r~gED_J-?!@zVYVvn#@^=(x#KMA8;vQsQfrzdL zROHiC%7I_x*BXC~2dp&r4+42u zoGq#V`Obe9$mcgAd>qL?)x7WIHQT?sw=vYWx3hT+BKd6!k}pFp2)d{Gg1>OpuZgFp zAeL|5k&gH~cXcE-w|I^nJ#ri9Uwhj~EVBCgfgF|}8msL%v=L(Yy@~2gYkRy3mfsxd zsIVb4-`wD-IXw4RtgnBq#ph{N(EK%!H?4-;`=o;AJJgxBrD(o=wivN*$P1FXND|@! zO=K~oU&Oo@U_Ij95haU0?M)&K05dH`_KP_86~X6u_B$%R zH=BKC2q3k*iR-=P8)Ke|rd`KZum93@T~MvM>(MTV?<>kzZLewG+Fr~`ZY0%r!Lj-J za)e)}ApAN7;Tz9zJ0XNOo~9;0j_{2T;qOEU-w65XjL2M88;u$@f^lh6>E59I~_miv4`R4bT zg4Y?dSGIaA+P8R%o+3y_`#vjL9VXc$Xk@KwcBmz`+{%C82A5T^3VQNO8l7s859>Du zae66Pg*9VSd7M76Fys5_{ETnS`D%%d?L^bP@zeA!b-K6V>eIb7NnKjafhK$75V7yd zP4+fid9t_eA5Zp5u##GXcJ23*b#Mj@v zI&5z{F#3N@@VZIp66_`&4Kbs|ZL=C)?wA_s_xYR3WQX6b5u9d&SupT!m!+(4dqd6k znL9T;7DOI%AiWhUxc#;~Zm<6sZciqqJaB&>g7)7b%)L{3U!}l*jM$U59AtkV!S&xM zaD68wy`Lw~rC1&Oe`EFH#`MDzb(?xBIVkq^EE|7Gjkh!oH@m$ZlU@6fVn;FtZMtSd z!Y@Wr<<%QIqsYxNYEZroHt5PjLt%HkKia${RRkg{u3H`Dt#;&`*6g)G7-la|g(96X z8*Q|iO*SKCujmYW>%y|#Z>Nklk+bjy&h0b@+PAh=t!s}m1QkgQ!%F zA~%1lTjAp}V1718QCN8fd^^cWK}W@VWYov=jBf|CTiLQ#ZfZbyeF<1k@(`(4yq8{- zRL-Y`fIYt~_K(rJ8&}}^F%$O{joBk1Z-&`2s2);CuLXC~W>2ZxA9EYN0*4cweFV>b z0qg-yKL49}1M)X1-X)uyvek$Wu|`I9+I4?O!`tw|x!)knJ~97iLWW2vg-z#o^qnkV z_C^)6*Jl8q)R(os4T+*`yS#{=t^(JU41C(#`gU5$Ldi?$Xo25f0jZaKe0mp+Ng?OI zPVSs}czwnC_Naj-6@I}48wRUWTaupRx7$Mj4{tTw?ck5dK{u(>>$3X{R=dkIcJF_- zI9R{o*jPC$m>E{Ei@epS5hTG|zbd+AgrEr71AgFiXqAZsQJ4KAAOI*`H4SNE@BE*L z-H;nqLAjV#=Xs$xH0S4e%}Ei{*ZxN=CQ=?xvgkc=XY$<~%g+TgUN+Thjn)1~I+t85 zdM_>Rq>}Fzq(CmuC!XvrSpuwgS8ad0XRK%6n#KSxly*(tv)SF&Sjua0n$a@8%2Z_K zRCfTk)V22pH{P;3_{796S4&fk#a%a4Q?s&425b9|Zm#nsMy7A??f%@Sr`J?ySdO>J zXhR*NXBsCCcjzU7DPMhHaBP=Okc``o4f*{|D-j))&;MWIz63mu;##+>dwPGi?&)Rr zecwm3&qyQ9NE)ryV%f4~TejtWkrxIVgCUs33m8b)lR!eq`@V1=gdIEHKx_em5)ufx zApx?yn~&rsadPv8BqVU1OR)T^YI>xRya4y*Or3LZAJNyw8#`&-*tTukW@FphhK>DA z8rybbyRq%0v8}hinO8G=_ujpC_RRisXLk3T=ks)0_PcqyYqY=4m+=Bwt|yr&G!C5k z7x7=+=|tyAGo9noxLEY20!wEEfbi0p30IPnbvyBiJf}sq)N$^Dsa?1T_NSL)wfs`d z5x#_5mV4K#4HFX~pP*jGEpRb=gqQb`lwkIb;991Z-Y)TQpZMP$9{8|$gH4DuHo8{U=$KH+#z~gyl)#%aE zy(UF~fOztYr{3P8FQ?s8Us!TQM>9m9h@9U7gRK@JeoUGx*&r)EWKGptGLCfGU0LWL zQh|fq+}Pw~ku~gEN|Q&`2;P^uI)7sPzdBm7h>swHl*1civG04r^wX{7U-ACZubvle zhHfjJi-ieK9{gcv*WNW%14L`%6?F&{S~E8cU^C8;xHo4^q(`6Q6M6DmaEo5U5vpa~ zhv7tsS7%D6B@v-*$6+ESlLER)SsVn4e(~APmjN-g4*3Vck=?guP+D5rN*WkP=`3ch zmeDIGTf8CK3fOEp2=4Z;yTyNln!i$|Cb5R5YeHrGR1L;Pfs{7Q0~&;CO+KZmn=U5Z zJNcw!!LCs)Z=EQ)k{j%n&+HfuMh+h`s=NKXvoRqhCu}*O>8R$y(~I3-kF2+qrRg^} z);u@DEVQiMmMrnO)*F|P=orJR2(@k{r3=1G7lg+D%Xl_cHJ6m4)`K$GlQk;Oler0> zUh%!OEhPS>4Y?IzfR6xVGip92R{d`V?n@8Z1ai8;CT3^VQOyAX=KFBAd-+2TJB5oW zM)UJs)Fg?k6-J$|B>JM4&%5=uU7kmMfqI6W&-JgIl&iF!aeby8O)gycqbM3R2DaC17>3z%);Aq^njVc5rGjtC`mL74{m1ErEW27&JTyD)RG6_X0a zx~~}mH4iO;nk+YSQ`3mD9TU@+Z@TQYtn5F*D3F#ObsN;^01>cD4=aWa(O$hq-KbpR z&s$#1Z3D`g5w^Sc|F+89Iz(4iY?Yy%cg8a&I`E+;=}_kj+u-7?4lHJ1}4%-tg_ zZa`zQ`6wtINVx!`e?~7ct5c$UMpwQW{y-rIG?cVvu3^-9<3`VBX^K~Izy`}zM|(M3 zsv3GjSy2h6zZFxCl>O}a7Vg9EC`~9C$z`?au*mmEGG)CdTtmgnCnE!&{~hZA?2`?% zCiPi@`nI6e3VHNRRO7J4I4#HOwP{I?iZe~YqFn1u-M?`U0FVD4VBwZgM`BrD}7eU>4U%<#3uFjLq39J!{| z)gGQ+$D?06aqd*3(rV#WGDZ|-P{%=qWF@11#4LFRi86Qj=MUjVYYjDkbaeTOBAjSZ z&JM1cM6Cc{dcUqKJ=i0Vmv}bcN z6QFa10Zu;E;XCcPnpV?|9*QUgLPJ=0`%YK?+!C6RG3zgBVtGzSM;!FaEK>>+j{2M) z_kNEMFHgdzQ|2mqd-;BIL5-;NBFFuH=cesI_2p&T^NU=n1&DsCl!I5(^57sk%zCr7 zdkRf~aYG>U@6?J|3KAFN1B|Sg^jJ+`L7{0gM+?1<>l(SO!^f}tOw~@%;e z1I*hupA%MHh`|mn@{wMMlC59?I&_|!aa7Uow`6szTG^Gn^DQ&TFyMQ}#k8lPw)1IQbcMaU-k#GY7G9_G!q|J1*cy|A-rR+c z`9b=EY1n}AUcI@4-gg}qAtC$CuG@UzyvOM%RUj*)O*QJUY4y(p!7W}S-fMpEg~qcv zSK(RF1=RNAxtN%_B_|FW6qh`X-$YvSLh>Js&fusp3Y`VY>(~172blWS2WqKCQimha ztnPas%+MsHy~CtPAB)e0j0v<7Up^p8;df{fD9kzZ*-YUF;Ida`SAE^A5Pk>fyDf!D z11!{~(mcWV;4pJhjOVvt{?-1(Z5~_kR9!C*_YkS{);BIFYs8)K2(!=zF16F`Np=?< z2W=bUth9>L+W0;QD6Qgi^#K41cwGcV>iq*z&z|v7@0}!dD?}00ju)_aQSp2?LkNiw z5lDOaZG_wm9XpL*wzLXe_+MEG(RF`6s!tkuHx;09@3=Fwv4Ho26tEjJHweh;%WxI22<+gJXc%X&sMcSW=6l=)ymjq?~{bSEIRlw!M=z_=H z>%3k{X=8Zv`6O_6`Y3ygg1|PwzcJ$K>&glDeY}Z|IT}t%9aC`v852;y+7(;$kVLOG z6zX+(FEp4Hr!netX+phdJ!|4A_`3_7x=wW>14Xqt=67518cxQ{`56$2iZG#ZuLxe@ zDH-oW1ElR}*TSgcl~fh{VNEjY0JrCvECSP<4ClWPYuFndMWvo?JTaTrcPsj?@6TSLEgccvYHpGYQ5@H*D?+ddUw8<`J7kC3N$a$D&=H8ocMwkebE$+RtG!F z=SXV0SgyWufAvu44F0FbJYRn#PPNJ!cR(LSNygP!sJpZzyg8o>MoYCX;R%PRDLoFL zEO9or(0!a!)}&bd2ov5Qy|r89MZp-b*M^1q49nXl1MYsIuZmItNfSXf&uyC1k7YiLQbC&kC%2>@|0l9LjIM+)*3u@Tp-p zg8wz(t>me3l(GpqBlL9`MH|fCLke0PG+B)RodAd0)xJLmz4fjK8R*~qA+6Ap2K8*m zFz72-tMTz3c4L%qMi^*N#GC(XqhGqswhrgxJ+kFZi+*1!9!JW(F`rwjji_CHbH7*j*cmQzX{Ekx-XnIU#P5A*v3DTYT^CvfJV+7t}4fH~7FIVvvR-K!rdo z4l!4p-4SLucEYD{g(dd2#-A@jmuzjlr*@1YOk=yZaC@M~kwSR0Nf&4_b8wgAG2T$U z!SZ?&h?Lxsat;{v(kb%jN2Wo?ke$=h?8TC~7v+%I?jYq?e2h^jWHPA`%%hyYhSmcx zgCS3tVaI;_I8UX%4!o*ZxPQ*ALv3Jmt*e4o1t)@0HMSf*VUCRUq42)uLe{^Z_M+E# z9{Q-*xyH+6(8QHx*x0mj^RT<1qqj%O(Ab~w{5(pyFNn)*yR24wdU|^Ct50@7vAK;lNO-K{zj;3D8-a%c4U@LkGmKLhs=wTsbCiSLPkSS&uq_7?AJ8$M zV0nCo5LJ0n>-TdmXr)Ln0-TRjWaGMH&YJ4f;Q*+9AHLCJESPoVjJ9( zr~iBu*}_ll0HPgi7gullTNizHk zI1rriS8Io*4zemvt3Y~bOZOL?BwW+o=%@c7BjEDBSmzHfS>e%fNODLh3 z6>Z5sU9oX&WWZz&z_?r-5Uo#kzp!6g^4SBAiz{IVA(Zbv30*>Uj?qPoTl`T3-^_Fk zS@NMOX9!Jv=alX~QmkaH(!+vFdJ)&PNA|hrCbz(MV{jt(m7^JzNaJW;86B2`G!wP( zD)Yt6UDiJFaDo!ppBd=+zHofO z!tc!IX)DTDbek!UbRpQWYHy7VUxXAl-<^Mb?!B|&Jp)R6IdB(iFG8Np;aF_Lk(yQE z`0NClo{uTkFcUbnOgvVi9rWJ+PH(hBFL*oBe9?6uMis90ut(ZWf5C1g@*+_Km=uD( zIfSdWae2M*9X@SvXJs<0*iyhQxLN!L5jXX<;3U^wxPT!kwI)|is_ns}l)8q$(s+ch zNtX@~0~EDv(o-SBM%h2?Ye(G|SqtIioKS`e&s>_wT@wQyO#h))TazY_mZd9rG!~ki zEzJ8W3PCd87$@9lt<6cjxkP1woKjtkts=r?P0H?mGI4B~AJj;s++6zXut7G{F_d&% zq%vF>5$WmdZu%hTiQ|vEW_COED_l z$PhASaC6ry;Raj8IVc*`YW4+k3~+D9jJcGW$(N>Kh$OF~@<%e0K#Si1@b4Xmf$nbRPx8=&-i84CIaKyDN=f^^K!h3hH>?{thC~aSJdeJ@qNgVD5 zJjNGE$*h_fD`v)KI#Q%wb@a=2pQ^|#pW6?j@Y*1p=e7Lz$)8ExHa?(C{ET=YCZxEyzx83E51&M~Gy3f(d@9(tWnIk!^C8Zff` zsnO@MLKXt#M4Rie@|b%uc)XqE!ljP}lFg zzDNrNrax-h`TO6fMKe#aVyg0nqBhgCi(e0|8lLu!la8&v=VR?HE$j}hzPBU5B%@TR zqb&^oYOueav-mL^jT6s`(OTU*`wrO8Sku7^$Z3KGBN-!x^W|z<&mw}gwmnQgTc2T0 zf0E12agZ(^JYv=FjJfiJL6vL7LE-uG7ArG!cub_37+H}ELd|%aMgh%&Voz`!IORsV zr?6m4+);-3;uwvI=ehX&%bak)cbAZqPsAf-fp$)*-*NY)V?@iG;FV(vsEH7d|#y(+nEKUp7-;URQw zskxOsV&>!A7;JoN$7xKvfcl#|>21+`kV^rN&Me-&%O?3Zd)=r&S8Oa`z+XVF#lvwZ zEtZ#fsq%->@7%*EY#1S0Tc6kWPAI^!rd!xK1@5Y)9<&XeZ(h*E(JDRZit75MVF3oZ!*}ZC!DT@8uB746KYZH%qtUp_fD~W?? zmevA$7l_PDt~#8dqmm2Y=^l+?ue8y;m~@jkWa2D&RrRMvrigT#W~=X*KXFv@-A+s_ zv}(><#fRnrdMtslAN3n|5~))BhU?kIc3t}BJ+GN37nLE97{38JsbKndfe?{O z>#lM1qerP(C~Pc|N_zrR77PXac^;j5kxYhezX!~B(Xs9)!x<(bmwV#d6kL%k2^z*zA znK!n>R10l0#azJ8AnGy0>e8*_nhNw}X>}`iPme0+-}cU=N(t*C#GG>M` zR+(QbzM7O58=^y$k&1L!scUEnnJR)$zsIijDVNIp=x}~rJpNCdE~}_sv4e&)<_T4E z;N@t#oaN#yTZM|4b|*VIz_UIqvrWq=!5V-#yKTtrf(D4UmYWNq*`$Bj;;!b*SQv$K z`fW!#FRnO}0E`B%=UF8`bWvZ>bSg{5EVLgkFBP1QY%Bet_Vyx>=XqKnh}TmMT0pm7+4k)J)QN-?agML!LCO^*ChYYhZwL2 z|C}#m(p9uQ>M>vG|qDx5aZ zp91>=M(v%q`Mp<>2Z6=8n`@m#?Y^e%t^uF33vta&scT+Jl(lR52u)!S-Zj%g?A=8A zZY;8BT#lyV(c}o(VZ9x5=@${rHIGt@!PVkov?h10S)$)hyyZrY7LM0H;%QP9Nfj@{ z=6PYuLZ{D)R~_I-jz@&5VU@;)z8ZOeMgcZ+Wx)_mneOG<;kO_Y&VnWHk>id7u?3`A zCQaN2>OV~C7?#(qcCqEA)r$fm3nh&_BW*7Id@xxGa43+cuHXDIQM;h$Wg0{Cga%mAuM^DJl`TML>-y z`&y%eVPWlc0|Nma0+uPY?c=^5Z?cft#{Bo%1iuQb5_AdFji`d~3n>-xUejSj#zW#6 zK^}C;J8D|y7A4KSfdVJPrrM{5{_twL=45!*o?l2Efm#V&9ZK^ru7tVszr?FTi$+SS zpRU?YKkHzs7G-c4Y}b6ZUoI|!VStCGq_0yw929=-2Uq8sJ1yf2`QaCXD&izb1=RVk zao3ve_xH-*RHC8d@)J*9p)7X857TiIrmNz}+GJ11eQ7Wq_oFSsXgRsCWfD0~#mT5( zHamm2wb=NaqF#GSP;7>%hdA{@$|2d*}?-&rW95zl7s>nS-d( zGk0kyz4!ar#JUXg(U*%|V`D+G%wTgnSAsDJkp=%$l;UfMln(wDU&3`zw2UceJ%59r$^)j0Jte)BnlU~$ zWa9;2TM%8vi1+5%DLbCyF{`tzA`eBMk%nA^0%Zj=M?mpBso>e~;GLi}!?ls)`DqT4Fw}t1osO*;?AYJiTpErVgIc zGw13(yhSB}QjPOyB?X9YYNL+s8L>B-rix%*hRGlLe$mo&v?F|IHGG*`Q2@`G1^G1Y zM)K>I2?Q<*X`1$)KpfhwfDDA?*0?jg*m!lrzlS<)d1bT+U~eDLf@TRBB>b(hYmk~a z+-T<))FlaSpPEH77J~6xx#Nlo~%?v1v(>yr|5aq9^=x@O2Yp9}Uqb^ERmw)GT zLHWWO`WA;_3EZTelSKI_S3Q$Gk3CXWJ{XKFfftFcPy{z58PCJp)EX3*QnshB+Jg(I z36U~ec*o5raG{2lKR(WhaZ7K4&RHXHSqX@mdqGQe_KNGX7B03ye45>dhyN(s&Eho`^T} ze{YBSB3B;Q!~66&!i}#2i=-j24WZNMq=FY?v%C@~f?GNx?8A&-48`Rn1X=PIoSNT- z5m#RB8E`u3g|D1yClYn_*h#pZHrC~HQ)I`hglTYgJX%$KY}5SN@LA5{Pyg3AfeuOc zU83^1x)k|0)_@+ir9un2Ts1P^W%L>W3*MuqU!lNPyv+?ExBf5--CpK=;=ej+q9mS& zK0&&jbVBiyT&GWegl7xghrddBkv!hUlUaED_yG{fQ9qos%6+pEL1_H>XNfiZfTUqc zw7yZtw>0Q-LbSdKHvS$@cw0!6_E-(0K#YYEQWg4dnU?ahwUcO(it>KAB$Lg88h!eQ zIjtt#q&9&f+u%3iFr*&A@g6}j!#sngNA0AO}yK@I}~Qz%=bGRu8{T$bV3Pll)#E`NK%N8x*FX}x7%*7I<`08TrL zX6&lkOm0uRDBRB$fdl4YUB6Z+-ZaCeZvFb0oGt0<< zpfn3tp*Dt#xBH+)gu;*EICOfsebm$pen!|MqQ*7rfio1Cx?C?W#-t@O9pCX_Ol^T* zKEKgIM0a*t`2#c)7h8E}8tU2F4E(hiTaNNQu&RHnTNup}T!x=WKProzN-yr8YcBzt zP0b4d72A<3RVpx3+I@R%xGc`z4&}gF#S5*S45!lVU&IB3iXg}Opf5#foUiYGLF*@g>foJ0I z-#X4C^D2F_`6lmqDA8eVNOfMeM3WFB{Y6YR(*`29w6jhJj;pv}FIZQTl4;`j+@~NW zFL_=hooyKr8c&V}L<FD;dSgXDk*ikxE#43QVE0w}Q`@PEq<9@g^T_^|FkYU2pUj~ys2J}hq z_q?0W2)y)6zreILa|jvB2@*pN?W8s;b-hyR%XjK5tSh3-uTnQ5#|SFpoSf)>3K!XC zR6PeqGJKU5RPME(sCAbA6~Yg|0r4-_^x)G(5V=Cg#=$H+`MINcff)EHx6m+!#bN51 z0h4pBt+q~TGtnKbuUyT#j!Qncl@}pd=sW9YQT@-p*(J7WOK&k04S0mFTp&Bo$l6FM zha*U>;C}3uhCAWgfcnkImL1rf=s&OzsZn2%#{|&0N4k2#=|lmRK7b zX*&7=OX;k2X~z+C#9Y+HEcFBD&uct88iiPK9)Fb>1Z_D2!;X0 zUA6&1W}+HJ4@Ac*`ZA2_j$${3r^F4U_Kj1{XD*u8!-m@kmzGLB>4Ur0F^+bwiOb1@ zwj;+?e+7x}MqOieM8AQ%NGL5g!=@HbM~m0kA%aDaZKiEwR4Ptt0)zbxr#pKuMfGyK z=|p|Ac)tBgI)QJEGUPCqSFrfa{r;&5Lo@@t)V40>saA)|>&PO^J57$9G`m}hrc^RoBx5^EzKdsrmnZ8EfGyMsE-M+1MOLYQiV+X39c{yq;Zk*>* zmTC$(Pe&1Uyjc|31zU5P>cWOX29I}n>WoR(!ETJH&^5UkY8BI$H0rO6Zj$~q!NzvH zeD_IqobSjTUyQ=2#;511!-Te<KpzI|AqtMkh+BY;X_ zWwzOEfUPWx*pVMAP5mN;^Qtdf7b)?wE8^DW?^7e)dlP$6+2W!PC0*$UoVi(j{<^_h zx89K-sn)!$aWo}aSjnbwX^J1#rOE(FY|MVr*A%I>pLhV)8PWKmrcq0-si(TKbM)Al zc4~5BKSQ=0CtrFZm?m@Sw-nu7k6QR7nLiFMyQ@e>RqVe0nOc_~@bJ9^f7do$$75(? za+Mo~Xc;z%xB45sB1;XJhL_NPakhx9x=(kL*!`qlNztutX6bi0-kKY~M;vJ8@g_w1Un=S&jG2+^>@TOk6={A1Aw zn=-jVA9|xRm?pdkc)pD}XjH@FItdfof}-N;{WzD^)$C_=`Rl;vN_%7--aDAk$ zawPx>Tdp4`n6ar=T{oHKZKj9iIU6eAF~4s{3e7af;CTeSBHhOgS4Cn}6Ep-~})jt#dTx3prPjRB^eoc@yj?*iD9|JO;`noHfRnHAX4!^<>_<>tk5}x1Ls; z==@+086Q`An)_%R;stY{wS`5>IcO+8Bm*eu2t**p$%`7RUmi6c$<^6Vx5XtFP7)5u zFw1)3R@t+b+fK%`y5UH|HGWv>@4S&pn}1CgnfIz)7}C|iLoAy^JKxf$uWEMH#WXjm zq~C)t!XFe=W4670#C#8&1jRJ_^-Yz6Bo_z%uI&dP z5%8fs6;V94Bi81F#sRe~T} z+r@qfbw^oShdy@8eIk#|r`R|+fiPo>3w$EQf+Nd|!z912lH_HFHJv)99huD{E>QgA zX%{@(hfn!7OAZ z{zFCu_B`Ek=p=p+_#IvDun>U9ixh{s};j zMnl{I&k43_1dD`?HLmO(C9)8vEI^dM`8&~&G$v;$|9d0|;U|0MR|$M-Biji`DmroK zZ#2sxDDs-h1?Xe+$!MwB=3T%bBe5$R--3z6Gon|=RA!>lKX2k9ZzQ2z22F>2NB4@1 zhA@T;(dDnftRJ8WoTt^P4EJY+mMWXoWo*HBI>#wZ`kLA|Qrtq!GLDdaP_D}<>R!T&qG^Q!lcT(twO0F1U^aEkCKzbe`Tnqe>r+50j8x zF(>l4>T-rii(=AdTUJj$yHsvGh$G9g7mk4ui+XH{`=Pjb3-Pal$ghGx`Dg(Pes>#a=9>GcvsZYd4WvwDfMK*z86!4R7rkm>aVhJxts0v; z&0qf-3gC_91nF*<_pT9frO7LuNe$SMi(*Qm@Jl0L(_Il}r`@fI;OgV312+*O#EnQg zihCx=^@$$pa3~BYlSCCD^%n!y$0A1dHZLQw#tJM8bu2MONWO^L3fE(hy(NHa_N*H= z9@3d^fot@(!ue(}#`zYN$NI-89atxj68z(90(Oi`SZ2qNXwEM6>NGO)YUAvqCOdQ; zj0m5)U0s}NiNDC@)$wjsDMY^~il^qtIH7*gbPY-9RPz*-7Zi={yD!5+l+IQdQX~A$ zAJ^M6$u>$Z@8n@f#yd7bKGcxz8yp`y5Bn_SzD2AA8c|!wEmM9P4<-I1OTlGpw1+X^ z18i%Mt4s;DyW|i2z-K9;M}0L_q=2Wv%1WN37A}e={#0~&*f@#j)TG%o3Xs0oqA)S%Y(7!F%5YxR+IxfU{3bx5LHPlgfroqx)l3ooNGBhJ7dQh&v8n31 zM~jg7qy*?x&VExTh@g>yn|J)~bOj|i1N^?Cjv;Kp42M(>VD0$CEPzf|X6#U+sEBq+ zV3tXX7UT#q5JI0Zm znc#A}$w;_TdJ_??Tw{WDnGo-bBj<2o>TmM<$>xhZTYZ-OX*h%DrggM&ItgrYIMfNK z!h5Ep?(Q&p@MbEbz(cX)e^&Z?^bR}{8nhi^bGP)Iygvh*e)s``O=bykuKZo;B(ve7 zlZLIN?7_+6yyU6kqG`UGGLHv~@&QFT;?0g+5P1|)F~@=>)=Yb4o5*69)*+(|UqL}l9K=o_R1?;_>0 z`6|9~Vx>9f&2TMPzG)L=R!IHaI@?yasCqCo@jtC_?3ojle5Vnaaa)VMl+gr(GekGZ zC|cy>+_?x?9|jS;Z(4v`0?@~BbqFP+3nCTZ(3wvtm1B~v5V0162vI$Fw7?jXTN}TZ zRa1!NWmCvmPbYrU@d!{2%c~Nq$V^b{{=UJYa^s|{qd2x}`rWDKSc9ErwAzm5k0bTC zLSo@zius#x1-M?aob}6*Y~u~tvn_`9)Y7%%MA%4;R;0S+99e8FJisW5rEDfZCaaZo zUnqqGEWoFr)L>r0ml1X1KY8b&L1`9U0RkJf#lQu-O!cV)t}$p$+b>M z!0GOCi99DDPu=lmr_!aFw;KjSumWTw_(w$JA(V<-)G7mWOyaJ7PQt47t0BT*UevH9 zs83E*mwt5-(wJ{3047e3S)(wlaWTyx44nN91N`$8OWBJ{=eBSD273UGU1j}CiXRau zFj2Oeo;94fTJBY(IY>WY-QuD zJFYOABtrz()bfQLPh$LbKF=eJHq&`|b;GLp)y)K(bhd}5TDGTTiYBveMnZYwl#gIh zD&-7Gaj*ESfbP2;(1iS2?7hFCo`uC}?1x|u!>w%0icNLx;b_w#<&%A)%9P`Cv!i{? z5$DmOTpg26hU`B%Rg0S+iMd znXIz8aL-#P--K^a`}8xG|8(10_Sbffcpnb&_OL)#tR6mn*+JpTAnANm;0Pi2SHUw^dB3VKJr9tB<*AXBi}$ zn*75!v6*;2j%8tqurv~Cvl+r<;zB)-wUqB9BFTi_AIEeQy2aeF4*~W&!TR|#TWUoP z+QS2*dEwVUgeZu-J-=zc{@T6)LbXVARm-eG8c;LSIy~Ue*q1GYV_xlRd*~alVg7|D zf6%FMoZMwm$->1W!H`lqC#!l#A z4nZ^1SdOo;h^LtU(SwAOOyZ)1qoE3oB+x5XVq2tIr}_4^Ud?*GAGZ)!pgi!?L~9f$ z20-+M|FcGK(=(l#knN!FCrX=29zUAck)PNn*l#;eDx3YifBpMNE8P5ak*NKKcP9n-YnS4g_mQ;~icWoqSA|9(ME@pLKK zlxiaganfCTm5x;ct&W?8WMWp|Cv6Fn6{s3jr(vhPv4!s66?uv@d)L--3>p)DDCIaf_>@#xv6cFf2X^?%{O8d`n*%F*glRba=m-InrtMl( z%jt1AY%?h+hWSzOB9Zf#VA49{82^qFH<6Y0#gD+Yt!Q)?vP{~x{Ez*zvT32KC6I2X zXM-eSZs_lPUX0Hm9+emdj`@ID89q_fGisnaB9hu-i0mEV{eP z!;)0NCQAcmZG@jnHJUiuT}%yC1Ps~T_cgM@eIAwj&fUGJbG)$2ail5Og9ns}gVm)| z+sHGM?;mAMuusJq4h~1x9?)GGCCeb2D=-d@+T+FN}3_J3;oem8Ab<(_5 zudweR@%M6b*$s=m$o4Sb)V)Q0533>*5X<01R5jU}EGwI|r+BW$aj0A9)$gAPYY zqoVNjHfpP7jm*Xrto8X-<_xS(Dh$`w#f^oSzY9@^oR-!nz0B*L!IqVYs+Dn|#`TDI z%ELw^Q#%@Kr8jl(?Mu8~-yA`i=)z*#fP+Vrd_Jv0bR?o4e8DW*WspM7g%T?Q`vm>y2>eoipeqib!D9x|NXGT zw$bXu=z4dZ*84$T=onjqYcc78H77w+;vDDT1htwzW0&8(9ip`eA5021&t>;|=@~;O z(L*m23i(Q4)Ev}!6E7WK3(tLpk7nxaJCM>|~&-ZslzPo|enz_Za-Pfb#!y`g$M zCLpdr$%%}xc%Tu%MfW6vd_!!WNlEgc$td^l`WNqsI|^?FdJz5QulVF-r!%~Av${LR z1jVfCHrao#p#|z?B)ERO^cu$tv@?yu#0m77>UrKXa&IBCGi)KDBSH)%ZaTEhOY|oT zNpQ(&8@b$=k#x!d09zRoOXqQ8)S9_V*-d;ar(Uy%fuw{;n>bBkWW)GLL-`9WQsi!I zTh_krIZ-5rq-pw_vdmh#i~X@~k)%$kI#sy(SmAvA(0ZlhYuM_S#XCb;IY+AWh{&WE z$=`$mk7RK()bv$!K8UtDKaol$(e)VpV0CKqzg6HL#AC}?0~&Oe>sFG#T|klrr&P3~eY>1m^tjA6lO-wYL3(kmlIFTy@1_A`qbXbot! z`ilP5lu4_wYb@v;=r-lIYG$MsD_g6(RMAS1%Bsjp`DAd8P>(`iDIqwAl^17m|2)XU z58E9I_JjBR1-wv@NIqEo_QH~jm^8suZ}L#KlwY9lq69@yct9XIeN#LcwTOyd68{T5)^`UIIeu(69Yw!T zd5;8#sZcDqK1f9IpaX{UrUZ+5ZzlL#c%1DH;im-f2 zT3Rtbl!lj5CS`to!5DL#gZ#JG_nH1=JfQ;=Hhu&PFA^0wZN*=*wVRYl%Grc$OLV4( zFZJw_2HY`&{9~ygL!sts_e$A{yl-B2%b zrextb>=>ihF|gF30y%C7&85?$ig9c9_!Q+@7s{ult5|dCK`#ah{aHvx;z&n?s!;3w z7`Yh0b`5&$C6x)e5l6d+y=VI-fp!lW2&g6%qfHRMF$ZtA+=PU5Bve%|{Oqz-#3=p_zGNdG9#=o26Ep$u)5(;1&a>1ULbQcY)sWGP55 zC<}@Z0(X^D{G#oqB4KG=uUnRduoNMb9&$P`tV1GzjaDA(LqqDuLb;qw$)szmXPV(y zyG!f-&lI`9svb=*9TmOn0}CW71d1u*y0_{(F~hO0VL5Mxl;PCTp9e(Myn1y_yKaNW z3mJ9mmYntpj8+$)kjLY`_zW|VsC{@R&V=r0OB-T@9{*{ z+N;rdT-Joaf%WHszN@LWqPU!#-nfol+4;p{{^I9?N2PsTXU)5aZ`y|WXGj0awUed6 zQC$0Mo1*8D8_{t<&C#Ku`=#Gy&1ZWNQ(X-uqw}*;yco-kp5|gn@Y522w}13rA7Bp* zNfea;TG|)KLJOal?|?2q3vmy@h4SVy{lnbnYB(4{Y?0)3`Xz6MWH{30cKY&X4z9Of z^2gZC{9iS^PiJ{%PX33(Vm{7OPT;YAY#iBfbmgW;b7hgPg^@de-H`vI)V1Z-Tr2++ zc?mnIGpRehEkKvsf8F43myOZ+EL5pN`TcXb~c{ntc3^Qh2AmTapZ67&-8?H zp6lu7KkVt@*Jw&o%e9QF8ZtT2Rd>77O6J;PxasCS+z}vX+hx^d5-`zW-(?wK7I50( zE7&s%x?P&=4hTJnywtaDzuBo+)W5%57^+Y@)9oMKF{m+UcuDtP@@sqD6wvYQYHzW+ z)Ocloby$0R_kRQ~eVw+@U$ZwJXSqX&I=wccesU269Qdr<>xo?Ot9tEclRX0K!aw8*L4*W+FMsQrod4%W z3PxaQ7Uy3C3daAQ`y_9DUhdxf<-SM2^|4cYm~qj4+``qe;ddfuwv*DP7rQCDWz&5> zxi>nD7rXWG56K6mZTJ7;{qOL=F@EPiaRH_vA*LcAWK5DtMpQyJ@NxPnNzB|UYA9!f z2A#hLWKF7d^-T*)d;t~Br?=bHTxC9hrB3ZitD2r9GNk>t3wUq%qsxK#$%B(W4GaAT zqn09RC5M zq!Z8J$hxFa4)WGWRKtrEAE%r2J-rsRF%q zpnO8P9+Cw6Rge^b-AWRNec%wI5q`Q>f;n>*8dc{%o){Hxd2<&RRk}1fS-}&p9dK~%K79jp@4FFUpn*Ec`)y-6XO;P z`eJKzsqiO^K!=9HFXvBWt6mg$oWDz8@41|r10K~5Fm?(+zoDBO)*V9FFdOXah8JQs z!UiZ`@?CKp-i(DmfZ}3ku?wF@G#7&|BPWNEOj(gHQ;bF1dP`pV*@K6hW zTrR>0K7M2X#&41%D?6PHfo0oxDtXuJsK)fb zHsrrTAuS!tiyi;)SIdUld_Jwt&&+Gi`fT~mci~@~#;?84N?ZDyp{6#hY!CMqEu0W; zfA!OI$rX6tZXO-*(~GuUpM3o9r)aU@6j+d>%0~H zTIP5HLd$29PR~3c3`fzUNpezOM>YH__z+rG@FK7h7QWO>Y$awfvfwdW%dP(1T{E8T-|RqosPowE1i}om zynfT8U0+0*b8pfyWgf&Iy!5eAeQUz{em>z776v0}LV6B@HrZ;z819ajxw5*#?29@}5q! z^$x=X4sEkVaaL4EF}7Z#th@^5fHlkmk^sN=gWeBL0?>Dzs^L0DMn<)XFnb&VIc>ZY z7c7)ron5%oo~cu9qc*qyqUtS!>gbwiVVvM05Zv7Y2Y2^y5;VBGyW8OI65N6WLeSuD zK?1?u4#5xZaT@{+(V@uAVE|<{5=)n~hxfr{Wv#XuBXFg~cR$W@ksE2Hd^Mt&YQ+dA z_qU<+Vr%ZOt{ML4t#x2YtTwH8G$5)V0W-TU*suQJ8 z)TrDdGsla&@{eXZ_nM6Ph)hePo>L3~DaV3^K5bEoGKeTIIXc%44S4&jJ2Gxv-R~jpW1=+bYxZsz8O>RiLH?a9bH7%) z&+M&Y`w9Ec7?uTi(nP_Cb3IXsmEDC?yWnQFDQ;WxuyOjY-+1^>GUHwSMagAHsSw_K z(~_xk8phfaR%QTh4oHH!3LC5!R_3F%>BrdtmaDv+|FVrmjtnjP-n*l$2J(ok4u!F9 zJNt!v-L{Mz5~Xl1{!BI&hoc*oK(OZi{KQi4?VsI+svU;AjEbN?6)7dQ5)$W|_LPQ5Q}pkX1IbB{K{36<1=>lo-) z;4D^y0J2}m32UM6Fe>75bi}rC4+6J6U^MKPJCgv%w2Q6{Gf@9UAy0Lr?cu-RF-*-8 z36EPZnQrmr3nomZ=M^Luq^4pQK7L^Iv_%om;O>zW;G9e^BL9wM`kMv2w{xF zo+$Xev4t#6B}=Y) z=Y!ja)~N9dQ&1&$6e+VmC|F=OW)XWKNop1Fld*Wy;yZV3T7$T@D+^q7w>E9NV^yAqzwk*PYa&QL2CVTWRB+UC;%(m#Hi1C#Bh_r)c|G5wHV^5987793*>^>b$ z%Ln7TB87^5UkQFh+$9bJ*qnxYQ8b!Shw%#u%;ZKfor_>QQa`7V5+Z(*YyOPfVp}HP zakLy?OS*Y9NhEztJ0@*>Z>;|QDu@x6q=@*p>n$DZxKHBo7pQQ9C%<;`>W(eDL$V?D z@*R;0Gp5MC6!r3+*Du`bkRSDU6m8~=Sn?#SoczZ*t;0l9JegSDfFv=Yqj4W9C;nmm z-yO_zY=Uz$=Vvtjd~c7RvC>2<(3n3hhDL8b5%XoXx7v*PqI)q3#9#Ebuv+d4eM2FU zSVNWG06T(I1upe5;j*2M`78^YJ)8%Yoy?99!LRD-wVl7``?mE^jfEj&af_%cevv4| z?Zo=bD(|f6sf}6oMn}G( z!jWfY^yI!VN2t(tcKr&9irHGz^RDM&1K(2nQE0Jc*__y7=(2sdTot&W5tv*TnYB2! zfn(`$TT19IU>#+J!xF;QfYUo6}?4y54aHQfo_xgZesy-ootmpEr)&Gp5H)O-pAwos%EMs|RiPrycv-3&mL< z?I;>9AK(zCmmwH`X>*yFZ^0B)DzuUP9#c>bdD&nsCMKt#s`iY z`nR);^vNobZ3k+HjEu#wD~ya+XVzi4`x zvE2XS`z*_al?L}c&z!WFeEbyoES;zfG8FgVqc37(!McKha-wSUB*g)rki?pNWO?cp z`vEnKlD>LN&~!2`zyCi8(+`MM)gt`3%ga4r{F$zWQwJi;yXX0-k`M zF@m4r4~C)+@bHk*r3P2vW`0GO5i(xJ)g$IlFT%jBL!ey=l=-_S)zt3Uh2H!Xv9vmBN^B&ZQFcWCpMx5!0SoW*Oof0I92~I?uSqXyX z^<0S=!m+)P{8}lXWYy{Da!BkR|_`CpgF`D5o29=Fln$2KWOa@_X)K z2gV4p;RU@uOu7f(02w71YG~|B3+g2AG+g(g0H{ zdgcwn%!eNQ>eCUsAZYXdXYw^~xeF02PRm_RS0BWc6wu>Dd$t1hK$wZ|nMDNGp!`Ry zR}WExpvpo2@!7)|#%K)V^obxyR-R3KEhqppvkM9QN+O^%5ySjy0a*w}iVzW~Qu{SfY4TI|hedEVZ6U zcZAFnq_Vfl6;22 zAJWgSY(fRU;D7=!GM~fOsonyUq{wQ%;KCx&5U>zcd5Lt0uWv?SbQg-hLvxSxDZIEa zy8t%W3AOANZss+fIXzcqF!G|XKrQRS35?kN+c1Z#hd!(;R4M+aqBC?D?LQNk**}LX z#=h6xWMd3N0tJv)CDNJReOJN9Z_sb_s*zFnIN(Gk?D@RW8@e|Y0Sp7q{Ql%uN-`xf zuFo5dXUOtM&fAYCYiCYgV}p+RRb>{pCo9zs6}_a+eS74t7S^4UOUn8<0FzpPPdR)buNmO1<_y&q0^wpY*usA zP_fiUg?ucuLPAi$2ax0aR9yI7w`f3m8e(a)!(l7R=WQ_zILGHR`gTE`MQTKq8_ZPBK>r0n8=qajBG;(0-e2kvWPc zr{u-&?uL|F_6rKI<@P5;DkaKaBiSR66y2OJVd1As)%I8_>U3f$Gu{VT(baDJGxqH)$cUd-7Gy;>$%9*;u83d8W|7GNk!lQjsOe`%Rr)y!s&M;)1 z6lR;mpnHRj2kh0lUojaI=6ZjWj`7eZ7_^v*rJn-TUjKlS@eP_-Sw%*Cq$8sk{AZ!Q zG;8fF?~Ic56<*Pr&%~A?wHIws$XOCPHXo-7c5XHg(Zx=1%fuInR1;7L;w2L3O;fFf zhbMirNR;^Lt!W(+w!EqUUTqNeo-x~JTFM5C-jA8)T!2OxAqf7d_uF709hN~FG&KTE zvmfai%y8E6?Hdh(&|6|6g@mzDB|3o~r8dt`$0W;dNn-R-nBP^r!^f8$ro-|@)6SEz zWE;Q>>mpW+h}h+avyu{vB-7(KPo`cd!oae2oBXivvl*Y_ZBAF05bh2?KOT|^zdSod z$hGm>Qx7;RBOv(fv{JRQ(cQ~==FUDqCky4g2M~uua^I$@mCiCGVMs<`&%B$EfQnGI zlF)&|aU0%Fgeh*0K63Q_I&(T3Guskjx4^c>#5FK%V z{&JaQ5B2%L&G@QZI_Fwx9CnA>Dk%8z78H@VBmqaGwY!g4KLr`I-MZlHF2B5pR{Qws zUp~LDMlP(vU4WY?w};~^m$RU)XT~!4nq`*reTWaolysHMTO{hZV)O;maYKi}IWz=q zRlyXF-(WJ76d$~Sf{fQfJr=hS@s73y`nvdch%HN)afv-2%(ywlln`|fue7M}M1q{? zn*cIaq#+Xc`E1uB6jKq3JL=kbDrwq#Gw5)qH(9QHPX%ev3xCfiye`C~2$VaT_dMnj zA{D`yzSfAch-(_Qh5N$HiKq`BR4cEajK4G7O-)NvBQ2T+O!uk^pr|4yCSHb-B=P;> z`}4Ip7nLiBH_@ogWvf0ncWg|yd|Oxo84t)rXQ%u?P92VFu?PpY7(?tK#{LfeTMr*z z)Yy-RUXPg=d*1RXf}VIGVIP?pE8z$SA7u_@PTp7qejHEIa(K=yG%aMc$6`z0`V1fL ztr+SaUg1`ZV!X4@#UZ9AeJ2~pM>%xQz^$TBG5(&ShvjYeH1P)+ z@g@^h;;RN2?1ENhq_*5hco8`x-0iwUve#}n7~NXe+PeR<0uKcVwms1gv=jtmWOm9e z^lh%zvGkDE_X6oNrc{_%e|K|uk%ItFr zGnr@K!n&19J=)V~V_AQt+5i#p7b#jFoKg>4SRlT{2cG7_ukqG1#tVb@oAF%P2G+i> zf}p-8CJ0T~W4blnYEd5kVuOTClK41imL!A4cU-JlzsAsdaJCR*IFrFb5?FoognO57 zAE~l3Nhx91Zl*h~YCsxS_dcNxzdF`OtndgAw8SaR^dpy(8SWCP3!n+DVZ1jb@U{|hr6 zl;-i)serRbz-AB1HTf)~FN#Y|d^ifG3))2io0rhACzVPH74`^nHty8Eq{JfG>j&}F zFw(*&V2mAI;nd--+M=7@!+`8~Bmrq->V9FpnD#ah7^^CB%)7s*1JuGYD&k4Fxtz-$$R$+UK=qGdUUjU z#OCyMbZ2<&`X3h$Qcf=;om|4S(iA&gy_^{*vbHR6SkF6+&r%jrm7^G7;p_A*R_%238vbUZls6aj7T!i_La&SqR+yAe&WTLl9~5e=1a)CT z-ie}49&!9@$@lo$((J1#UTLomI1R<}{XYby_^QFCay!+9$DT(CZ~hTFE;Qa?%PAFE zs=d(MPZmKxQFLT$fWO$W*1ZPLh4zuqxuDNMZ7bxi=xNBM>tGh zKPu`{K~UsxI;9QnBn>lSNezlLbfe~~h}B%2$^!B9oO6oO9YF0H01jp+P_!zcdWovc zG?v_uTm*U&YE(j+KeKMe5pRdWcbiJzz<<^zo3o}Twj>U3k5JSd=t4+EQl(}g^+e>0 zFf|kM!Kx>d@*$2e9K{g-nyJE07d`n89 zkh_Jk9C7%8`v-ln{K9KLTpIbJV6t$1g@m4!aH(vv9c?X%#3DHUBnnj1E)sb74&o`= zzlp;SHd{nTv>VAq_r6w6Qafpw#>50A3hKnpbfNH*06ekWVq0UZe*P4uH|~f{iaC`a z+pCl$Nw;DRc_GEtqbsbxfnp!~CrVEm4W9ZYO+qp=)NVKp0iNOQ;AnjX85`ktD@j)v zM_r15(j%`FJOjSAF@ZK}T4`FEn)P(=JsL$(7!vz7zis34g`9(qPF9oZFyi|JZIRL* z9!ni~z?O`&WS-$?97`#WWkniGaW*LICxf=5Oyj4r7=||TgA;|{qx*HhyqA{sCT{}% zyX--Gz5)qabGS%*Re0y|I^MD`=gwSxKP6Kq5eQ>EJcZhQA*`Z5tiDVLk?O0e=HI#* zX4QhD7-nn^c(r)usI-E9BHuTZfz{FRBQRtW0PPS%*@&N$bk;%W*5T9!MbT_wz*=^n zJ5e;xa+FOSS6U-cN10M7{&ccanq09`-LDO27PT-WhHc&)Ps@iaL$IRa^-z)n6lxsN zR9c03{GnkWyy~N1X>R?`sE(+P@|g0N^|^er0Cjssy?4JyD|E3LKUH?}D9dcnh>=~5 z1I1jK6l+BVOfp4T-~5wv(bOQ;bcrVz{XVtMuSXT0KWd^7^{2FoRCt)K6yNMXd+Hi0 zvUw(Hk1v`3{E@-bADFi8c^XO@_-TooL&q7%L!TEF8|$s|qpG~Rrlz`l@<2G7KL72W z&ia%nL*oZ7-(BO}#6Sex@akg!aLammFQ8DV7k%rw$56H8OBFX5o>I0XOmKheS^tM+Mve5sorK&KPuyvV{FwKYkZ{LTEzTX}ioa(b;v~gszAD=JhyMMufZ@L6U*9Axf^O>H`|vI+H0##B362=Zul?3YXN_mMQ}9r)a14A01H0d4;d{O(oT7O zS82igOuBij#suGT5|)2td5|Jqk1UON+`2dZZtT6aCA@}ITlC}|OOR!l2uxurE`b11 z!m$jcu=`Dh?-t1s>-Iy52C4IG9KiCb4q0p5ED>CWp1^@RYpaf{_5p*L+co_BU{2ptg)~+`J603o* zzZy~;8Z$df`l_zsAteDKI8U*cIT6&R8Js>J5OHCxOVuuuzTthGP}Vvd%>?-DJR6?d z7RX>EfqHfvFETr`6z^UJ7MDcn5ce3z52(?i;&P(J@OrIG=~^N<7O#_#SW_)u3L53? zdZvVWYEsc39X@f4*oaklW{>`BwM4e;#QUc&m%Pl3uJH-k3blfsdGickC)k?~kBoeg zD68k6*B;!0x*xZ*rYceeoga`nx9H$ncod}7Ll*K(&V&6F%J+C{BA%%TwL+|?bCp|> z{%ZJek@kI;BDK33L-+nr@BXdU+;o4spC;1~@;ZkahGmlNJgeH@jxPh|8<-J|s1bE? z&$=D*TK<-1_^|I4$Q(Ujp-SQzmM5_3zo<&OZX2e*|aDEae%0 z|NR=Hh@t(O@}3ZvOF+u+mpvQY5X$R+$Y>*q2zfVt_l1+pc{MBy2So`Ho#40&GsX0 z+%1k2#F7PoY%!9xZqHrg^!Ee%>OwM4{kEs<$f{2SPoPbi5go!HdMVzi%Eq0 zcJ=gMMLOd$IVL5m;iQEWxLus4%f$Mvs12s^Ygk(_+D-$E2Ux? zYOC0EHNYiD{H)!1s1|k^yQIFgI$r*LzV1YuYufjUG=M`$Q-x^C;ooSwumj|CH*CKB zXSI>Vi_t**9$?DKug9GUN0T$>jWDUeW`pH!1Bs@myC*|v5y<&#!KLV@ZPRNzYD?bG zzIIVFC%g;#_JdJob=A^E|K1Nt5Ish(E+SbvHZlo*I^W#O`fYGy>E$w>YD8noXPS5m4>+?pDP*ZMmXwF*x1J3B=?I{^iG0bBX6AC|t_K9#%t=`$N& zT#StF$LaL^c(DIm?#NG!O)5|?r2ul7O8OS`QxcYuPW#R(;3mTFag0d&unf@hPaxGM zJ~P?q?eY08v3IQKdrRkcix5A29+9^tU?)HfMj`$~M?0!4F6-)gkx>=}eq5c`E6qK z!igi?dhhUOKwg=f0EM7n>E8ZEX|JI8E>A{ebRj#5&*6}tn7yQE6LD2$lNh~tQI?gf`B>R)jA zTo@IzKec6T({61_&>F8~mS?`PP%9Y#9H*~Z1~N${G%Tkj+?xMid;ms7V-zzHP zA$xP3#TRb$UjJbA<-V9<;)~gjBStKrc1WYvm)$y-C(;WXPop&Vu7}{RP`d+E9A=;~ zn#5!LBrM>5zrySt>9<7B6z}z%29MF0k@hwmZt9OrRiU-dG}k>trIyP z3{^A@do}fx6LQZi4?nD#N*Z5Wj|H)us~)H3b#vrTrHZN+iS7%T7|6FXhuSVTdq!P$ zO^%0VCv)3h#+65D@QX zO!ga-f-}XLgG4{*IA^j=Pe%ptjUWNKApNKx+s=5y^Uc}gU zAI@|)e)KksN1 zNk3pBsx!t66z1|jwL~X~NiaP7lzm@_ zUj~G-P2W)%a6~^92oMsr1gNcLCOKk^u2`0lp>^)A4(oO6JsE^r{jy6u)zqF76Y;p$ z=v^Y2AaDL6eHYK|~c*j>d@NVLoB0oHM>E{_?*U<-Q? z!skiK;m@YbA-LQS4sx2$( zI%*_)!D-;QDga@^ht;grtAE*G(bK>OHXAD2&gQ|rP~GzEv4HF679t1W*JOFz)S9XI z#b%Q8pQM$2!H$OLT=drs1ii_@(W`M<&c60<*Y4u`W)6U{_x5^qFzg@11pJo@vG^ttGqY&P zrgQTkMYCB`UfFZvVLuPh@v(B;ZF6ea8Zyrp^U!MGadMcjLIt{4cb1DrI4NUR>dze5 zr`*_aFqm71uwNW|+aYq;etBcqBeR+qhU`9^L0Zh&S~Hv?zgyi-Q}=Fn{;u1+fG#zI zhGt8D?|t^3~>%8|FzaN47{<+mt^gVy4+oPNQitf4!jNmh%75B59qP8t6!L-qiBwJvCYjrUU8lM@U%EPdbB2_x-E--+$iWyG(ez&@y9 zQ5BqvZRGXGV*1S>jQFxeMghq2TQY7%M z7t*<)Q%e zv_u|NI#{>nU|1s3WDz)v-BI#dh_L;A%ZcwjLEJi7i=`_7jZN!?hCw12HAikaPDn-n z0=<`E7$=BUt4A-{oZ#(?Xzrhg?ee9aH2<#aTFr(O5yx@7aCEjmEH#h*$=@>6zdZh` z9w^VC^JQ>#Unj-4@ypPkW6|sx?vvXJVoFfQUP*yI;nVzn^Xbt$6tDh-_uV+)T+XR~ z9xv}QswwvXdM(tGtv`CA6#4A}>q2&?>7;e-tqVFjh~lD{kgmh!L6K*{W(+Ss+<*l} z?J$3lXZ8`89<&i(=f2IRx#@fEulPPg!3m)ywx8evZC6!+MN8Mf@jUB{+N`~WMUPCb z`yre3uTFvJuLTwZ^oNdQ(VpJzst(sF8hV|e9~mRSK&fqId*O*??BeW!Ncl9E^KOBe zIS>aA>kj;g;bOi2RGPa!LFQSZcFJFXHnft)MSF4M z7vBE03d8iqBkQ#yq}blQUX?pNNVVvrO}-^fppk7@@=ue$Z%$qfQ{93xTCGOZQHxRmGSag&`4qJKcoAr^P5w_ z;r>c5B{vHdM=55oGW2NSCh<`(R8qb`+G15P`I&anh4w#P-t7L~D`DzticjDu6FBissDj$~& zd`hdl1*iKHZ;wf9HqQxTjc&-^5})qx%RY|yynBfo3w0+8R=|FaLMsd9^Wzl| zb)2nSt%xl~iD5Azk~)oCFg+?TujkkN;WAE>$&WocGGnvsD>j5o1x6*q6Q$JIv zrJpzvy2WiK|I+?l)mYrPlYq1Cs{4QkMra05I066up`4deb;R$nm>z2#RS5z`ZqjW` zPK&dx_E4d-wJkl_#;;l{jxD!6PVd~@moG39+YD~IPw?uRrJeSo{*8Ne#b@elep;P= zPuF0>-g@?fsw>MZ;B-%GX$_)ph|B+vG>2Anphd zNXOO=^|5ZB?SG%Elk>Xgpw(6zbz?b1cde!bgO20a5`uwd`ya#X#f@>k-HK&x{h5 z5tj#r)*U5T&%yHGK2o4R;qEOe%Ib&3fBFuUN=hq)95Td#$0*TLA zGxZ%|1@t9yU&?{Gc-g9NW zEDPf~WHWXZ*l#udq4&2|TZ21a68%2i2(9Vprhq_B<__*9N99cY{Mj7VTmEXvuCKaS z@AemPbc%Mv#gcyfV~`ub(QWLg)9S9@yhUH2-8~4LQUJ3%Gy9^BpXeKvL=ryb)$iUA zEje*;R3-eGu*>Ja8Egfr&T~roF8TEK;{$YWthxFJ1z4y2=IqnP05zuJ&_+ z?5i8x>9&V=b5-6AMBIqiqp%6NM(G|N(F)F1crIUh)hL(B#vPis7HSo6Uh>f&ZEx%D zHasb|RsnP2ymJKbcIDh!?2hefx7XibMh^^UC(0jncfd?e$5Hz>W=4gzq`(< z!GgWxds#!_uiIi*fdhT~m2PW7k4Ftwt3{Nj!vWnGpIYk953;6sId2EkG}mc)3s@+y z9+-r9nYWv-v5);%6O1TEPrfj+pkKFr89Fr8@}T-V8hi)UJY88RW9!UF6CJQE&UQ)H z;09pdm^xgxUdC!o)#b$&DKh#`9DB_hteSeo+BlT6+qDDtj=ZWNaW-zL%PyCH%4p_j z)MVd(e~LWSu_Uti#fd^%`NZib0=2iZi9=o!?I_LP!g{Z!W+cgg7{ZB?&!&HXvKU=M z30E&j=?@}u_&^jC+`8X3$J*ALpVMp{x(-;b5uZ&(pW~v$nG?(Urv$BKuEwXtN7#u} z?*F3a{=&j`94RgW%CFZBxC)rNYUj@*^uOKmnOEFR&4!WeiXQx=C zZ#}?8>0@iXmrC=76{1(fQK0?~sq4=ogSGS>oL}~vPNHjbf#Ka6fANEfQX)IrHpK0w zx-m`u7O+*EQ`L9g7t^c8?qLAFzB01Pcb%OVz12FYZX~9a<7+20je=iZ^Mw=tCd~b6 zpQwnT{z5s1V%(zmMOksqOzk>JBhMI6B+|@Lw$GnAY)1=iI(G41e)3DJ^lnD;?cS4P^izemtHZ zy=TfL=^-81si*6+=WSb(BNt!bX_YkStq7IT1y@B}Gd>E4Xt?XWV~%h4=Q2}*w0&3S zLRkyg-E6WsPYNrNFUZ(UizV!I%0KmV8T`%J-8Sdh)&_1aV)oIXVP5-&`k|4~`I z>#jDw(tHhRWi=b;U@;Lp1ia$7$(ydX(tW||+3u(+Y@#!kYs+Y=b1}4bI%BSSPn$4- zCfNF5(c*pWC4N+s=VNv!pUdsiyk<{6U$Z@j4HZq?P94(=CJ=@QVF^vj_zMgO3efC5 z^E|{`&HcO^XuSS1ia72&j~;aLOlVgbp_Kt&jzEaOE7%-dgLnduBA`db#S6-CsY8q- zqv8Y!aOzRZeoio=9oUR7 z)&dd=o8!g|9-g{ z;KSClukouFUt5p2`Sw`SNX%eJmHREvh}NXd?1#FhMFHh`WAESpMGKxUqu>ah0pJo8 z;1lEkTR2*|TXRzJf%tep|1b7O{%G1?=9XXDZ`Q3gK;&=X1u;<*gQB8>qL@ZZ-f~*K zMdU&LK3jjZnUqzLrS*I4X9Jhh(&{lE*%bQBAH8M!OXovP+xe=Kcm`6of4Qdtx9xmn zXqXSr6StxhFE4<2B;>j3pTVi`LVHB#&GH^R5?t7(EaL4V?hY;WJJ7`(3mA*UC^?z; z!Z{(HC`VR&}+-SO%i4^vB1j@h{oA`wD7giXL+y!cs?=#<;5_uJ^#RWGpv zf)_Z2_WN&2mh%RU#$WL^O55RSIx!B|^%gI)YlT6ShlqP2OR)ziB0SbC%YImcj0XD6 z#-7(VVxB=}OinB9XDKk*uD~<4-G!9LKJmYXM8GxvPvI9KxQEMGwc0}JNG{Uvk-IN% z;1@L>kA#7feWk|}j|WHV5&O>mhBa3>i>g96pf(rUK7TsEu)uzxt}Epa@7`5Mm1zBkX;^j67CD zd^g`+=rnDc>epp`*8a+@0Ll6%_5la-?eB_@`G!~N9H>jZUBx&14!UcSjuA)-1qr8? zITMFKS#B_LRD4up6latmS3n#X5~3Zm$kN|$?we(vvJ$#TeaT1l&AglO&so#2T6+Bm zbz$SGqh`)`-QVp#^PAH=4obgxIj+@>JXWwKj>$ zd78wSIZ5*-+lsYVa)o|x&P1+`HMJI&?i{p>=v~y>)QR6i>sy${_Qt(Dpg$sd8B62_ zaOXWy8qn5nw>+ks!$<~NbswHW1|9MT583{vLZ=}s=3*nnx9Hi7ifR$=(~l**e;J-+ zJ-*i#Sc~1&#&M`tr}IG28wA&#EbjCxyo#^XS(+&=@8f^FM(<4Lzt!QWYG*AKiBH6G zT}_76m-=%=gRllJd%K^j58aTAfi)@dBa340#jO zH-3E|D4QSIGOgTf&@{9kn*O??$oVNIsM7_+)W#?usqwo+6Of9TnA&DEzYHv_k_R?9 zCU-PQQ@+0ouSt6q4}ir!T@06D3O1KupTk|a$ONU;DWzG9j1LErq}q^75R<%Q*!n}b z1_l3q$jyKefzt!bf(A!jm%idJQCyt*FC|)#Z)c2(b;0mViEu2e znnk5@CHCDmNlyks4_}Jv4S>I;F0S@t>07-~HR%o|H}_S3zK_gM)XJ-S*QFYs2y61P zb3E!N>F2{(zGLH_L`(=p1a71jZ-9NQF^Yemb*y-AA+JFJk@;5$Owh|Aa4F|X4 z9~JS&VfST50)?`Uz&A&Xk^xtuqrDTWdo-P~=MuNS@LZklqh$C`q2Dx3(fV&=jk1FU zF?Aux;~eMk5#6c#mZE26VRdE1o<6^r>5Su2PD3}ZLOs%f%)3VGviSv&fdI?^ z(WCN$lS;~m(u%bPtO6&Q1evC=t4bnfPUUY>n`F^-?>OHT(_hd_(e)9ZWz0|;X7K5+ z!Z+t)Q{Ggb7Nm%82rVDIgv~7HLq`%_1NWf~1Zy!p=SsI!5OUp>rLY!VJBav}|M^<^ zxsceD^7oF@d%zkz)$z@br0RT7@Kwz4X`N5gG*^c4a5Ss1pg+ms+?7(HiHQp``N?FN z@srhBm%PQ2W4$8>=do9r&9Rm2Cxb=0*H0E_Y<}Q<_E@o~$~qJ({sez0@t%EtW8ox?&iK} z+`*xr0)Q5nkPnVyv$MwSsrX`#T$@chEqEJAcYOZy+qR=wkl|La0o6zPL>0QusU&Cq&&wFD$WyAvxfXSnNfo*KVg5ZsGMScw$SSb~~GLuXo|XT2diz@T|tO!2pq&FeLf(_ZdLOGSBs!1MgveRiFEqi4#(Tq{$fAHsv2IB@3F z%-P+f_yP%C4EF|q>C`}m2LXSQR2DZ_7+;Y1zx2XunbU6ToR8K?)z*u1QD{`2HZ z6*BM9wl@WvX1U%plpLV;HNI1dzulQ|)sOt+5%Y%lhSNPyQ>QEA=jEyEaq$!1^;|cx z20>Sn55)HIr>tK|4ewK2?#0z!$Q~{#=mQC-!XIFgz4$PhOC{>^nf$~J!W{*yVV)`t z@3Wqw-DD-+bmZ(TCYi}VyoLq;(HgDL#R;Oh+LPQ4c~=D(-X}VdG!F_MARJ${Dm}FM zaDjzRk}de0AqP*vH_*KSssJCU5dRnt^vEOZj*DjOWxeaKLV@XGq{9Iv zxA3sYai`(LHV&hdtv=>}H6s898J!%$t217?x;nHlpn@P0?Lh($ivmwXHC|za4w7(C zSWbGMTnScv{ByFmCoeg1cflrw|4iUu1wx6L2ue65!=m#D$z)fVMHX6~O4pwvKHA3| zG1%y~lh^V!Feqewkn;*Yc^xTua1X9NB6`iaU!-1*YvNQqb+%LlhOI2AZzIK=+H;?~ ztVf`e3(?;BIp4PO1qzC4el@zX9IRvYRO&f0hhmzY{Z#ohi*=1J8c69luogq^( zx54xGfi7giRV{-})0dDd$6=c04yx-@W7tNxo%gpB}P`jT$WW1j=4rBBt6j3;Tc15B$R1Df9) zt9g)U_n=cn;^)rWe@H^CKF>$HInVk9p^s|(qmypOtX50dW}g{{xxfEnUKyu7;~e8Xdckg9HLrJ zel_mdmBzi^OJc=;__#hna{EF0_G7e^O~JY2ytlGRF70c!La)P=q)<&t7w;8O*I7-! zw-wEVRC(?*`@ZS%6(6Y;X7-I9K=#!>l@E7N0RSd1kC9#DW`~{It|B|}46KlXPNij1 z<^vgCIL7g=$i6NpW;ISzY-MQk z_5RUE;Nn@IHANXIADEI#kb7yr;PC zTu(=N`bGA&m*DB+-Dw~}k9P}#z6v_pTY6x=&-4*HOuvIYJl^|n&!VXSQa=^iJxR|R z%b#5-_}7*~O7t`e`O}1EFgY-M+6gN`ubwmh$|EQ@(s-;B8=iFnGnRK5TR;XS}R2o=%)JX{F79cOs#3bd_TZL z6#PM$GG;?Eu4ZaQH-h)KF-)NrN>CPxGDH2*_Z!(|jtmn|FJ@-ti*3`p!H3VL95oRR zMEt!><&s#eCM-YC9IhSGcaF4+$>)1b?l8shP@xz@zdu^P$B9CnG=#}WwG89#MWM?y zF};g6{h3KSeXdJwdM1QF6B#{anmY^-^3ou65&WZ(NHY_xbYu-;!5!`1`(g@`6YpsX zWw0jujKZ%=6kTMzj}=fzi5XP1NGhum;+Yt#xL*KurauacH0D2gpY^eNQ`M98lgn?H z;?2RqPf@Iil`%Q*nrR)aR>i)r5%1~m>+h~^bljwEUP1|wLh-H{qyaMAdzC1_S83}1 z08>D$zuy&D^Az+7>1}M&+o(K_dPkz(@u+vQpWay1yU2Nk^O{ov^$OpQ*p^&lF#4Wt z|LXCXuuB{khkUnqw`v#B_sglj{T>^4Z0sk&p9BMZ5@gyde^p(Mn1nr53yV%0?-#?8 zvz#GUNmfOzGEodwCg9jxB{qs`F-=TWW`8Slm3hj1L^t4gz6LhIwXhkk!`Xa2+yFPiRvc$H!Ob|%x5KTl zL#z`^#Cm0nvO#H3HmbvvYm`mOwaRAYI%SJ;y>f$cqp}su;wRm@pE~}U9OH`o?SHuf zXa0!x_Mz|;OlWH*hV^!0dZ#VLblFzapy3GAe;W@0IBEkSNY@*Rvm>mnu1I~p^}>0` zRkwQx{yRQ8%Rc>|`lzQz#XK>;Q@JN#-&tsV>Hp99|EK3XxJ#!`JAdkwn(C^`NfqT2 zCyXCAcFgE=N0p5%9Z^zTROl`ket%B>u%UTFatG&R3`p;c|Kom$;lwqGn$qYsq>f7$b>^SbxGfB6@C# z(<5q~BRr)`<~EF|EkS*|0&T^v;@P(J{;@H`+kATLz zn!h?drB0@plk7hN1*wT`Zo+&c3}_o#i0w;EBwIE%xnTxIJgX*Faoh3>m^YiG=yOI$a* z!BtYiew$R~ahG7gT_@W*V%NY7l&`DBM$98OOsw)`xE6XMTtzH^2~O&Rc@C!ZoCWBI)BW9QQ8F-pflQd9j>)cL-e19P;#u8TQ&N3rQO~RRr zX$q>*lc*P?ogSFrta8nERl9HuxhGUn+sM~?|BkM3jhhY0!ye(SRA$ydO?QF2RMprbDW|ve5PMkj2VsrASx{X7^2jRRd#ih+v zTIa%BS!qLElYej3jD}rqcf-OFwR4A(4%etz4X%o+e1~pYdDRNX>aK;Ws6ni*h3gwU|88vub7? z*#VVRRDafzG-_rwj#)z?ij49EpoRdc0VPWHGBg&k&`j(b>_ENzDvWqmReP$_sM4x= z)%sYrd!WoU6uX^unv$uajOvDPSC&38aUR%`))57uZBS9gDGrQcW!3B?OAuN<(}h_x zYn|wA4Q5v0IOm1b=HQgsxE^ZBvvt@UG83p-YJXB-u+0-N02SgNg#!oBd^9Cls;k*} zJ+@8?VBL04AX=2{=So=sy@Oe!$QJxtho+L~-$~8HCMb7ZhRX^Wt!uJiwkJ4gR2{DT zTs{y}Ttke)R$3qerH+G~YN3_~q2JY{Nlm`{T+0&uKI#2kbZ4M}368xuu%Wu4V}fT& zT7P z0sVTres$t?6+)5mg>CVLSVBMsU6mbJ{#K||wj_i+u z97R|mKv{#bSEKCfcolfP3UjVP{hRShR)4Ib-I29x++Uh!&2RjrIn`^{` z8u3kyu-6Q%sjX2br&m@Us1&OzU$0aqrB_tGRv|nUVsnMCS1hbhkZXy{(Li`(to|UGrzDgD*@vd?#B3meM&vr>Q*k@otayTsh2j! zCYClSqZ^$r95&}NjbbWmOh`r=$yCZTqA@-dsf4MRsfekN$<0*2G@R)irhKMhOhcLS zn1(RrG7V2n1A{(xtMx0 zB{Dgg5}4wd;+SF^V{?!kOfgKon4+1Ym?D{aGDR@;Um#LMhh3OR2uS~x%on-o%=_jTinSNk8!Sp@TcTC?h zeZ%xMQ!~?7O#fl}H`A9)Uw<%t&h#&)&zL@CI^O6QhV%*3F{YzTN0>fl`iSX6rhhVh z!1O-TKbYQQdY9=Prni~iVtSM54W`$bUSoQd=`hnPOfNIN#PlN53rx>5J;!v2=^)dy zOwTa=o#_D6(@ak>J;}76X&=)QOnaG{m>y?(jOkIPJxsfq8ku%6d4HH5X^bgGdYI`U zrU#k+#`FNwUzzS_x{v8zrhAy~X1a^%PNqAUb~4@0bQ{xOn07GT%Cw#77N(n-ZerTT zw3X>brW=^9Z|qfqw1w$9rp-*(GHqhIhG`>H1Jeek^-SxS{>-$N>1w7mjlJ@auHxA0 z#%Q8dOe>kLWLm*=1%K0WrpuX@F z(}hg)ndULgWx9ZA4%2L=SxhsTW-!$?M%EzJGEHZi#&kZ@RHi9RHB8k^RZQnGO=hZO zn$*~HCQ=1cInzX@35^kWI}_uX#xad;?2&{trZGGXX*AQhOn;-8%9utnl`@TBDq$*a z48v7l6fqStx%EAmC}0}SbPiKK(=eu?OnFR0m~xp0GvzQ1V#;R9V#;J1$dth}fGM4+ zKT{f0Kc-ZszDy}h$xKO1eVANKy_pi3oJ{EYYs@gw2~#0kXri0=^JBECUHR--s^}Um!k5{0s3J;#0(N#3zVj zh@*%jh>sB;AwER>6Y&A!eZ)Ty?;+kryn}cf@fPAu#D5!z*F(l9yoPucaTxIm;$_53 zh!+trAf87&hd6{dhRJ1y4=zARa+HjCcs~AmVR`2M~Wn+>f{qaWCQ?#NCLy5O*T(K%ft2E_G_V(CEVofU@;)vrLhvIfP5=z~U@JPJaf=k^o znS=0>(ho0=M7)GY;l&nGI=ir30e`)zl*j z^>`u=L@E$&4__F*DqOQ+`tI;}+<#+!Sa?)Ssnb5t?zXF7zs|0NP_8{IN6#&=r>2*N zh9-n6<3p#1UJ~jH)j~sW4}B!`X$-hS2M;X`4M_-53hDZE$ZH`-LQDlA<3py0sGCD> z4}VeACx!lRmq3W?U{c!XCX26pw8uJOibt&XBvsJWJ+a1PUXPE~HB+i~32|-pE};}p z@`TZmkRD&VX%oa1jrPP1sjgqNcv^khG^8}T(nZv# zElR_L`ZW2$;G(oe^@||w|AvqF-!|ZX@qdFo$h}%$PgsN>>}fre*4EuL7V7Dv^CB7< zEQB8%9(rk6HZ3h004x`&x!$QA-bP&vSHc$fD?AOyL=Q1U%oFQi9oz`};2C%h-iPDh z6A_|J)QYRm@;%pYJ|+jfPxSrUJKww3mumXn` z=ixZs{B zG~@URN2G}yM7GGq(UvC)gj>uNE5tgn9#*2S>DM|p!e3xB`us-p?wxquiQ#+DU-zNE z*lT}7f8C8MITVx_hFm4^?P-Hkq@3nkC7k91Kj?Dx)N#Vsc&?-AK)kW8GeNp@Zvp45t=XwE0)C==KZMWo`hde;uOlXf*0p7$*H=e zSy)AYu*v$)ByUKEh)`h{VS4YmgiQpAU_BfuVuV8^iX@RDCWv!HrhgcWJvvI9D>AT; zb1^(r4A*M_bp7t@3r1qS_sU8&4FMu{S1MoVz8SW%B#Mg#9QVMAbAvj*o38lbpbIoVn9ib|=y2Y)CzgN7><*Lt<&sCliE zm70`M^9s!kLCZ%K#TC>Q=jHzCo_Sd(!{SpSBm2gOg~j)cj7*8g1@+g@Opa6YwXjp) zC{N~2Elyr5l%fF%LsFw}%A7E__3p^zIJ-SA8HHoR!eUeC_dXi7eg?MQ0yemXb~Ke$ z?lc?yH%d!@qJLUd&1p7StwDjdfREk6I?!rT6xD1hv{(RCO;d{@x*$6vEIT7RqaYg_ z9iBHNJ7#QiR#>>m>y?q69TR;xYsI>Q2ZiL!fev@{S?bChSe>XQsxBOx0=c}*JLKFS z#2Qg0*0etVpqMNaua}yxrM2$FUR*8vGaM42AFSXu?SG2tw@;kF{_Y`skJ`Xwg3u<# z?2b$VTg*FxPW?b`n2<#^F+qm*sEv|cBS5gi0+g^yR*X* zvm$$9uUg{Oo)Ma>hu+s=*;&IC6_GP28Dp!(y+@8j4J^ydtS(OR{?PhPbWX*vty}Xe za-t3ntAEZBo>TC`i|S)Z`Te52_r_%xwdTd=l%-bIde>oZ zPR6!pV%vit3W~Yq`>~fz5RAk3N4L$~2L@9CJXJ?hiM`~W zrVrLKN8f((A@3fsX4|oCqrE44Ph3BH#YKDyoyHgwKx1%9806U+g@t@(&TuZ-qZNL)NH0qNP#tSEJP?x;>|}>gosUv z-G8TO5Qw9~W;XLA z4<9@@J1a7(XL7QucZkw6B3_|^ksGGui8pEv)~|p6=82VeHQ!wGx5{&OPno)DdS-Iv zpKGIf$2&rm)R$XF_Uk+8-kcG(Oof{6VIIb0e*upFgL3Ha z>24XCwPDmRI0q1Fn78DopTz#3l)TpGO^((RO7O3rp^e+;wznr$M$gny&M z9cr@$1)FR~t;Jd(t{8>v&a47nUNTzWK4^bipN@f@3ZVr(a%gNI(CgdOq28my+47ul zYUMA!*s|>9m(_J>!6CHZbF{z&!=#rq6>HxOqEMw%l=hj8J%1RhYy3@yKGU(CJrDh= z^u-mp=`GZoj^5AH*P*-Qx|$edv3~^G6(uYXzcvUDu$i=wkRB1?#bJe-*{M45iS~83 zJw!EI6jPwdWU~ha7TR>jX6p-LRNjywL$V7BjMX*zVAjE`u)MqsTs8Si-msmuK7EB% zEvidRQB_xu#2!((c)_RifPyXC*W_9v-*Ah_`rO=Q!cnLk7b!1zi^Y>Kcz=(yMwuMm zO>Z0$EA_sdM!zz~76-#LZt-r50zpmUnLPox)Z>JI#vS4|DFGG;E)FWRm`!9#2G)

    nGm%CP&LRw*jcyaq=GJ$cag^t^zMF;%!E?>}eF3fA2g!dxgR#Q)PEN^*SF`my!T_^z z_mAp1K$Q!FS#24A?ZHJC9GEs>*6djsr89=d=GN3Nt*^-)a@qd1DSwp}W1Y@16U&nd zYlg<;PN`p3KP6XeyzsUQvZ7;8*kgMJMfV%(8d#XscfioeODBzOxZoU1V5s$2P(-M; zXVT!r)L|K^8TpeJ(`r2)`!Gu14-^?|hG-I}+`$^I+5w<`;x-j3#tO{y@Hu@Ye7s|x zzBFSe;S^MMwRpFyFMnv`PBm)d4j-1kBi80%Jyw_~XGc%4ScR%MO(vWd!fH{KLJ<0% z07ol!JP&%>P-NquKF~W8qv4S#5*=!y@{acj@1-K@qmk$SQ^9Hgo}B7#+S;1j+tAOvSp4}V)|NT6y83NnX>SuKSo z0s6fNtL3UQcs`wRcJBTI3iT$bDHh!PWYg5-i`wEnvN|JurT0Ih-cPU&yYAMTGquDw z#0_`f@4XZo`^0Cjh&Q}F9)3kVpZ0kRa1Ok$g+L$3gd5~6h=~bwH7S9+!$eYAlM>}l z2z2;jVxsJ?h<`qiY)@9KYI1UXpNUaF#7`K|>Nb}fw==oS<90~i58uu@NcTAEllVWP zf*P0-qPA^)v-Lf3Z}WfA_AP)-RoU8mpOce!^M1Bzk~U4#rcKi%O_TJM(|38aP3eP& zP##4J2m%&F1Ox^V6`UEak6{#N@G;Kl@1QLO%i~rZ3V+TWMSp$-hwJq<{yL*r@O8aR zX-@yW&pByJsmjc~zmYr+Ip=(9?X}nX*4k?aQ4mK+E1_5O6TyJ!M~D;)?KLeO#SOQ| zvP(A~yK9HR*ASWW!i*^|cdmJIng82|%i0RfvFgCB6+6-+Ze!kzwKa8j&hnSKqPeDQ z=ZVzJoPV}$ZSkq_Rg*hpD=VK`jrFr@R#&-_*zda!fO z?)m-^VDgl^%hp6wTXT!%S7s23-EZtHPqR>Sn19|s*0$B{_}8s1w@-I0Zeyxsiu_qy zkX`Q>xkSDy5CaF;z{$|#P@9htc$%poeORf6DpIY(>mo@pa14gf7p<_MhbCu?x~BMf zOkVMza{T5WI}b_fOwb$b#ja;Js!d_cj zZGUy8S}K0>%3XJ!+C5#b8nmV7%~)46Wo=WAL~Tey<1`)F@q1{T42aKla55eN24uuq zXg6XbPLgFoy`f3p>=;(XEEw{5vqN?VRp(iQWr@QNe|4f=B5~08K~|K)keZW>lnU)t z4YLdJkTvdpWld(i_1pL=qo=}Mwi*pxPJeNGWyT{e+GDQU(Z6o@>7C_LF??WXBmA~y zJsP~3@HjVkNVX-2sRA@d?I0U;@^e%!Hv-(*kd`e#FSN#(c3L2CXMSUeB{6cz2(1|# z0iHGw`rqS&60QD`FSB+j6s7S3>Boy|B}9dsfeHXg#usN#TSiZP_9oZd1&i|5_J3`y zs@l}Oa>X;Ni>^R>Xo`F8?J{DjIp(NbQk`K;{)0@T5LImJ-@NJdJ&l!jJVTevF0yP~ z&F?P}q)>Z73b2gYs7jL5M3mH2DTN-g9H;VX1ke)PM7-Loh8dzEF^oyCIr0wa^BC#;o~{xd2_!t|u2) ztPfoML~vN4HTvsAPxr@X5x?tybj4#Gd1^Vc8Smbh&de1!1#(adVqgLIlpno(SzvY_ zeCHrpYE~SB2S5&Jg6C;TAS;lA9u71$wV(!+5o$Wuv9RTjVvYWrsne&*@_$J(oHbP` zwuuQPDV{2x8eUlXR!QUBKZRrEf1<5zqc)0VLh*(5q=?O_1FAv4YLKyk-}3OB;2fjcq_X9te1Fxny*)s0du7YU?lpy)j6$a`ph?ZtJAI`q9-ifCPKOKP zY3o;1&o48+Pmfz zx@r~{IZ8qW$(C9E^x{Il$+@htb;nI!iL7ThP#jKnhpj12a}puYWq&v_$dsn}R)0lC z>wIgV3i;YyXxOnQGJ@HOcp>EC1#(A+f!Nq27o$AEcbHbAfFNe=kV{*mV` zvuzK;_%(F^MYUA0C4W&5kP;3(0D9ytC2Fl!Em65CCxhG( z{B#@y$J6@4AoeiY3G$O&m78B!F>9~SQd=K$t-6&-CEnE~6p&Cz>TS=i3R(3ZDpQR~ zTQ`xmerTAW4S!^b4 zSsI$yQJmkSkefur!fIen1?1#gQfZ8#95*}cD z@plk9&IWg&EU1w~*Gmu*Wb?@WltPI_DicVCL``6bCV!d}9*1-7r{e>B9FtD+6>L$X z76i|Z*^A({{;LsW9uO2Gz2qRD>;@b88EQ7*rYc>U{*1*l1{yjS0+oK^7C9w|1^Ph5x<=!kQ;Tj zlFTy#xqnHQOuNn=5*Tv*k&M>aLX$U8oUv*-(VH2`)VAClUpe-Uyz-ET&eqIs#LtiI zjk^+l39$$RxM_l4(i5^?AT~6SER&^GF_~D>$hjO%gs*TQ0kLjVdVc6@*Lo)71jlq% zXsc|P6CUT7$SartnRvH^=4~BfI#z^Hi-=@Bhkx>AbX*T~z=EEozzF?4${5?oGe)FG ziq!#Zv3jLAO*mwf zB7gpgsU$7a#AJ=qR>$~6Aj&xx*7Pb_F%;~m->c2mGkcycuY6m+S z*XIw2T{B(CcI3c>{OQ63yEYb=@!p|mkc!UN5 zTtWGVzsZ&dLf0}*V`w6|CO(r{qSIytuzy4q+XuFrOG-le-%X^~Oc!i88=&0d0M&O@#;k14qH@lK3>AIg5tAoM=)7;k;)W^jzi07{TWSbD_fv_44CDv+*9 zCp2Wb^Xn`nWsQlC!Xh9Ud4-lJ)O8a1ebE@6vbs0cet)ca!F*k4anrOlQ=Q>e&#YSTP-NyWr%k&_6P({L z>y9aQm@{)@y+g1250|6VXUudsjrw5Se7fw`=6s#}HH)z@-w8c!HC%~GCq+FoaW*WVmYdTc%sCt{C}aZkIQ;- zq*sU7B?-P-ai-#)lEr)Gdzi~mJp^|#>tgLCw|S*Xjk|5fT=-=_6qGZ^`kC~Zvvo;$ zjPFC(-zBe%3OK*4o`EE3k~Ci9z6ZJ3)bm5%VrL!)4n=TBBEeO| z&1KP2)_>b8>Te1)tZQ(QSAXKmn_F*gBeoBV*&H^|zP*Wf4xu!nc{Br|6ocD%&Y=~F zNx}{RuHPk5sT83UP`LigSLqr7Y#OW5g^{U@Un4w?=h90zbQ)jaV{6pJ3FfcNN~k&; zEjtH=2<7C0 zBQDA{U0;;@kuqQRKYP{hsr8*^zFLu%wv_qu=YN}`&R%kKrB_?}9;{g1#k`87{=?%B zz#wya&l8y0bJfi{B)bfpjIXegNA2r0< zIQ-wZKDRc3Xl9yLi^-<>Z=a#0d^7V4nEii0f*R&YxCXW{&k+D#VR~Q#BaJgy2S${S zWBW`7dwCrsnUnQ8yH*U1#uSU8Z{$N-YcT4xS_CA8q>_`(dVgJ`M1h-PM@juD3PrT8}e<)$nmx5jQKfBCaY?Is49ZGjysb4#0 z;;Zg{ZAT?Vy+u%Hu0D+0m!2awpLssM z>m9z{L!PDfBAZMH(`kuFL^<^OG`rv!{1{Lu%zR862nnT6jw>bhA)!=Bl9aNA!s!Of zqmixxgML-~6hg<+CUi*6mYUNX?CPQ;7`Se|M4#p)&wqZ&y#D3mk5}Gx=(e=lnhJ}V zuCBF3+AA{&=dg!38%KZoZ@G2f;yg;4BswWkNQK6N8AYo)$79AdsybStQYlhpGAK#H zm=(ylKBje0qhPB|Cb?We#o00wi+C^rc{03QP$MF1|&HQnsk$VNFg;CtQtgVAT0${+<)4lQw?d5ng{*SapgRydjAyqAAK6Y zB^5Yo1fwgz&C-e-z36;zl=w*w1+X8}KQIbT+75NxLe?R=3 zFY_rdUX-;|A-pay`>@Mpw`Ql>vF4>ZsYr|-S=m|))u=PZRZ{Da-J(hpi%C@rh`Tbb zB7epZTA-RA4LLhW{@kx#s_d_HV(a- zC-M^$GV%-0@`B^t%xgqI8tf|q-~ALEemOqZTb`{|Dg;v|7Cq2t zu=tU+YJs<##Z7CqLZMFoeOMDXCq;QZs)-no#x|fkUSc&C0F6h06ln}Na`2s1fq&%W zf?!76VIOj(MUkEek6L5*M z6IBLNSOHYdBDbqG3t7jpZeEb<>SsgeSkXE;xn7kiyPskn<%L9gWu-(ph7A;SD~(t> zgH0&3r>Wvf`H;v+YGWX7vy3z7$bUFd#*{lbaPrdk!4!NyC<27|I-diCKx?nXBGcv_ zLtG~V*|GAFRwfHa0$AgkY^?EYdurTb9@1$kdrXQQmu$>&acEWSARxr&<8KeD$N4do zsRX&4dZGZ=SMR3o=v$RLw{5y5`b=kNZh3||G>b0URuZ|d;;X-0SH}x%?0;Sx5-WA` z57Yf=m5Zy0meN?hjurICF=FlYH9ahG7a9czC_aef#lDzUAxSfwKPDU}*x(IG^}|y9 zAZP%gk)01aP`t?MmJ)r0oL1`f2BU09DjFf6Y6ffuIEE)M4Px&cP)}HFg2w+$4aEXe z9tavLW3$}1J-IZW+A*vRwtq#_Q#Jh(tx`g--a9K{m(-(^+T~Sjmo5MQ?2`C8VVCGb zT*2EV1T83n>Ch;dLCZ^0so1Pa(uxtXmlR3pk(`3UX6Zrg>jpDkGR40UC8A}9nChyg zQ6U|YbCC?MoDObM#Z9Bp0L6w=e8lEFzle=vC{+ul8M&4*fi7=OMt@{c>+}q$j7R&9 z!UsjuUf$`bcako-GBr?>%@p_d6B}QCqME)TD8WbR=nt zNr%+P-FVz%o;-?D1M~*6v?_vdT@yBOwJ$Na#?UqWb)wO+u0i8_yqm7pr3&Ra+8w`f zP@M7-I=$8-wKot%KS9i%DZt9S!0Y!6Zv!N-A&ItAn}Hh?f`2LC&cmcDvq~T+?}PtN zON_!mfmUFo5Qq8qmqJGLP`IgnA{V#a!gtUqIfR(jD}({kC7?33)ug2W07=OeOLIP= z5(gzSC_EJ0YAs%RL;vF(pJP9)t*Fr<^lXga5F!+5(_CZA?;%%W-OWm{O{m(!LRX@| zh5`&^=K@YAR)5Y7&$+p5-E%AQ=I8hp_`;2T!=^6czKn{wVPA7eT2|enqPJdtt~9=D-m_b$ z6)pe8ylETfmC2p=ch2115fn*Ym56M9I&B_X<2%djC%%U3Q1)TKoefhD0l6BSN&(1! z;*K+4zR|$0o(jeft>bLT()wI=a%!^L;4XFf8h;8cRrkJr@2iByRg#^Won~`*?6%@O zi>JP$aNg5*)&c@<8TpL(tAJqnpQD>H%^^i4QVHQ zCIXoi`4&rlMP_EX&tmbFXHNJmAS}KLXX2o!Jf0BuEKCGKc-(bCt2J2X&Z;S}S_^968e6a~JF7NmvjuCjvg?92 ztk+@KOD-oKKr>d|Ljd9k>ymN9#A#nX?h_p*ZiT%UE{u$TVIo8>Csl+9wgdcIlLXw0 zFujE$9f>@s<2WFQ9Q0N~gnP8Ok9o>L#eWO}$GZ5N(95nGLI;^fPK3Gdj1#8()E;r0 z&F+XDy_!t!2z-RRe03jsla|IEU|*5_Lo8Sgg0tK!X?U);9yLzY2G&zsVw5nQWnm=C}Pg;Xi+V zkZlTw2DavX&Gd9ma*U`N2heLS>N>D4{>}1Lycpb}7uJy{$%3dO$K}nw7Ju_32a%P- z6U-9gY2gxNp4uabaGdJ}#5^z);5A-$`$<3zPkh8I5rZrE+bWhve%=a}Ajy187a65`fCyN7NW6F894(=!AyKPfh*-h9wSU3)2G|`rY@q=9 z2nBN%dYCRzw123yA6-L?uA$?v0R=+#8YDSHtssU#>owQliVSKfhB?eRLe6ycQz!bb zyozx8m_zu@0No=G_zoF8nMyJ8Coj+{YoQ7D*pOKqk&>1Pl9wtOZ=j4Wd>()a_c#&@!oashpQi~W2rI|4fiC;0*LvuaR! zSRjN+N-46I-+$6t2^7g?VnVGFt4TR}010xer!kp8jKa@V`dQ)lZ3xhz6}gy)ekU&b>o8T8VuEyeC!& z0!NUh2YP8Cv=e=BA1$YGm0l!V6X3d^AY`vw*Al*ITC^x^%gsMM?vuw$oNRdDmNI9k zywKUOsDI&s<>)OPayBkvYmOt?0vj7y?KEQ3cv~Y01r*r~X9I4d1HZ6>?hPFfE+&p$ ziq}v({{FOZF55@W;D5u`h0a$VLQy@AeH|Cm)hMP5mM}|ReHDAU=g0?%cpMN`<28D3L0D8t3V-)Cu=sI&o!~!w(2@2#s5C(f`o68?gwHWkSdbba` zN3AYfr_*O;>$CInvh`%T;ut}p0SOYsA#-{pyTNl5szBbzE3`qWtIPBG{C^3CC8=Uc zsDE|4%JtJteb9E$Y_S0Rs~-k!B^ymuC~1n~^%VRzXD|v?=hQ+q6{H+G1sW&mT^O&0P-!E7rWTLKZB8opqXlz(&Vb#xw2~7-M!15 zFJ|n%yY}&E!SXGO%L>=Lu)+4CE!gQT+<#E~;{5um^0Puqwm&selgyYRE$dqs?&&BL z4h>5(J~z6=aJeDUyuPL8t`1uG#yLtQdq(~Gj0PcF2MyCqw!@9{i`Yxx_EWw`>Ns%xqi0Xj!$aZib$?tEMipcR zA>Z}ltJ(R7%_|PyJ+=0pflVt8Z=X6mM8MA-T@B#{wb_J2^XRmGwbp8t3~K z{Jgzk=hm&Yhd#o+f+JtBJLAIOXhI@8{ESZW6(svIlYPGAOn*{_+`$*LMJtQAE@wI} z=N2S?q6KEVIp0j0NVA#B?LafaMayKg)>$W0Tuw}DzAFfKjYkIAt)VgBL zR`Y44P9e-|y>r_72VGKM{bD@7TmT4)5tEaGBycNl$w1TxduX|w5|T2RghDJJsSi0t z84YAYl7zxVa53L9rirk--cdpsKvoh!afWNi{P8nJcYoZ$G<84^VH&yaQhYyTVC)pr z$n1t|p_KU!O3#q=@Tqr5XS|2)DEorEgs|Gc?FkDo!|p?Rliq|!{t_)w%k27#$;p%% z|8kmP5gM4RLo&seV?#3L{?2pGkL?S;p>wVqy+S-4nOV64 ziG3#Brkp-F*eh14#7MHw58A~A?mpOUE@PQToGB-~|6zrI? zeE%&$#uR7_*`vily(Q8b&Tj}=;jcQL=qiJDn6=`>Z|<2Fcq@0t?Nd!=duZuH%kt_& zHkrmCzj@azm%X?Nd#>fkbA89=7Ui5SULqh6k^r}LczbEVBGxOiZV^$N(@6K&IZg7n ze1G#5Zu$6(`GOF~A0T%NykDF{v6J1s#O|{Xfhk~Xq8r}>4*~}Wz(cgu40L7(dMK%5 z@KaC?O5vxpRyno0v^1RM5lHhtwRX^drKMwv#CuJ~ZDtu|2r0Dshfl()pRf}p(SgW0 zP8Z8?`9?&Mg4B;~N+IR=cNprn{I8B%pMUKtc2&*xdm2j|p_RW`wPgRwNP1ChFe930 zS+bygNqR{W<*E)?Z(o?(P@JAwF^lL;DQ~@{YWBTz^So_$PODtjR+XAu*07+oc5{1S zPHa_W+2W@13Z18rc9mDv)MSk7+WCv)z?pKieJ6#z7xQL$=HB+<$*5 zJ=NqDi!nDF>`{4L$bM;sslfe(N}<(?(=VrXNboNc(&EMAtT1w#+Y02zwyWkh0Lg#! z9L{b9ybBG5#_#8|63(%1>JZizQ!xMTCth0gi=K6lFZ7Cu;JwxJ_pK?b-SWcHCBNTN z%cNjyUEPsVS{l+DgKfmSkACvx(ti@ene4{f>&<3+?t)*gSoFkg(V|_SzHcvT@-Od{ zYK%#<@12*QU}J(kJU^{H>@Z~*1v-F@$ByXOr?d&t)5|8~;25*~T-oWmNF_MgHJmj5 zHnxpP=*;)9%jx&Ox(<_?>AUbN$1X3Vuc%J2%N)n@3YJ|~-TT3>+Nyr`!GFGc-~Uxx zC3-cuHL#_sJb&SXtJP^L=0Hg?dV7sLm|f0b*`;5H*<}{+!;3xE5`f92{R8P`>4=n6 zO6N;gNlBa3E8QX`rBbu!lA|+pX^e5sTXS1Nu>Ud6IZ^6KsN6?pH{zUOd_ov;PPh5- z2?}_2=_8Bs^5*a9So%muUVq+#J)@kHmpx-V=afpb%$Jm%j!OyB$h%m zkBnt?0-<0#iq?^C35wEx#e5TTeDgDoJ1$|lV>fbx(Mh=GDPR6L^0*(yn0I4v{~L%r z63^{F`R;Jr1$38fm^&i*ZJ?B8jfYJt^suJ(5j6)9=SoF1@TFuDv423@VoUtqSz;AyS|gYV>=gb50j1SW!k+66^sgQq%g`r5)RO|PwMe{5CRo=3J=31RPd;knIC zx#?xzl*0T+W3AqscFtV?`RaBvW`Vm$QpsV2EezT?{wMWjn!R3gCMjmgpG_-f$=@Y6 z$J5{fGejiK-6{S`qJOwVEgS7@nzv?*>Lp4H81ywwVv`cIag>&2XpjBZ^O3s(ma3Yn z)b{(^vNP)MZ2f=ieG7P0<+bR3&-?v;&t#HJCX-|)GntvZGkJ$31QG}jK_Da~0eL?} z1OX9zv;?7O6cGirRVhA50z^Qq)?00l*mK)+YJH#9daTFVqJMp8AKBjZ|9j6QAU(IY z_kOqE*AEt%`SWM*f33aN`q$&%|6cp)N5ly2U~TK6CCeXLRq9I2h^3ad=KcGUhd0(r z*dNj?OJ!BfE-q{@^`7-6rv<0a^;j-AZQ(gLv{o%?D>v)n(+5y|_GOT%V7B7;tOiGB zqbU_cW)zOh)PGVIB#@tyi*Z&zIY>-yMMTnwPKnEM{#wA*fdZ}-{PScjinm_=Da2c& z!0QuV+UO4ew~uIehH#KipSIWlV@RTu>+zJ$*3m*!z1;iPEISR#jDIdi>k_kAHkhy~Rsst~kBB?c%@_H#Je9 z`u~%Wu=H&k*7Q*?f53l`zj!zuKS|jY*ay{~wByK0uGh=6#>ro#%!Iro|CjbV1D{xR zE*EROsOt^?CS!Hc?3hT?Da1@uCi9g8AubaKNgK8v?_c@k);fRN^^d;wwL1>pcw$|d zgo^E+)_-^JVEj{8X;-{-L%yT5yFA>UfHq>V8PesGvUNe zCbl`TZQHhO-8d85p4c`gwr$(V#MpWNZ`HoFTU)i?PT%T#s=xHP)u*5P{C4G4H0(_V z1&)0`nTcjRvroSk5t-ws@NEXok!Yq+CGXG-gCxvp$({flXtcd&*2@vuIuV$SBx&Xb zURAB$)W(fA=0uen#}XtD%j$je4I1n&*-98gjiVowjVN^=xnZmVM>+eq^= z*pjdjR^Y|I?am?-$mWHrxaA*oo>oH3J43C1hh!&zE({s-b|F?*J*ZB<`5HRcZQ@(g z(A!Wod!qtXW1Yom>&jfrfkByTZ42Hpp)c0j82BfV6sa3?YF&F7YAs!Uj|P`f>)zu= z_w4LykFN64ocl$pt6O)V9bL85Gzyt;fF%u8%_KbAkj|rnt(~E>DcoWis3c+JJ{hsd zrlc&<9K8@RQN5z4m$c(InDOL{-V*ArocoV8P7okK>Ppg%vC6+f$;q@wpG z|By`Vns?KW-avkS&xcd=Fi09zofmlYE^)OK_U#7^`Ds+{br1co@?>5Pjh};N%IFNY z+XNajANvwd#bUX`y3Kntd#v)dl8YB_gHY@>nyv*h=883~H4K4QOi{{U4~Z9DNx^Hd zDct~=7hfUUeCDd}3^VDYkH7cK&$odb{Xd#GD{pzna&^b197mMiI1d+?UJ|fPSzE#0 z2)~Bk;ilGtyt|1WeZHB)@8twxU4T6xM4eYpXlCxxE;zTW+|!*Ae}Gm5<#>zg7}lq5 z^$~d?gb%-CdnL3U^DThY<3Pbak}h(!dAR`i-goyFe@_~Vhk*=T9@oE=$4vb6Z4li~1 zM+1GuOAusU&L~}>3C~C@R?NwunfRPkP_CZzrg@x7Le7XmSjLj4C|DnGZ59z<64bqQ>m?HXeDjpt7Ds%R0m2`$ow((BCO!H9^@85(O7Lu zwajQT3dAt=4=ll$L~|vr&}7FkMWt_!*kqbQbnOGGVcY4gHwhRZ6pfYJ2eGi-8HL6V zv$FO#nIlY0jo}2q?O-t&R1A=CeJeOO+#|lz6^-D9YVa4isKBiQA|b~7JKiqowe%?+ z%)Ri4WNs6Ee6CWd_{yO2CbPp0Mc>u$tZ{WVhi|+NQ{)#}?5b7W$Jok_k`qZSoi?*N zzJD4Az8~%mzn3xz$_eXdr45?)oRI{7=}&O( zA2b*%MMFYZ?^6{hXW%h<PW-$pz1@kgVc&J!q<4kA==*!^znUhTl-ClKLm_lPBqV>35T@i*GIqQG zCLw5463(G0oFivh$a)yB6AI5~a9ZZgI0mmscy;;OU4CD zcLnnj_xTeoJB55mP)l3?wql*^x1x*LUkqu)9O<1N(i6og{ z?aaf)iB4YPy}Q#u{8@IO7`PybmSdwDD|IDm7Qw8TQ=Hh3N<-VFU(%Uh-w!@e)MI^A z>M0vUPe9uZ1Ee`jlh_hphHG{t2C4Z*60b(BwHnV}?|2c}T*ad*8x~bt?9@p8E+12l z=@bchZwZh zuyZOp$BtF^-$UUC*aP=lUv+CK`h3Y0&f(c(N#b|t`U-~K^~=3Pya!m|#osNDK*`H) zud9L4y}vVjOQ@wlOO6CG#4U>_HK9l&#HZ^7@n#OckBD~^E8$uYq=xx1{%7qxd_``dmdt4I)_k;xG17a#_u9{o1|K#aP#k+ZQdefEYXP_%3P6yR?Phj zYxe(W)RIzO&^nD6QI;&YsBWMl@$>A!z+4mFJJ)Q|*?SK!*=-WpcxS~@rw-DrXT!Y> zLxX0+=C??fb-C`8jrAqUmLu<%bPKt!n4h!fZ6%JTTg^#IVzW+3brMBzY0Y{k#iLhA zIr*V|_1LR$SagZ`5@8@}m){bM{{4h{-dlA;andHN!iD@P9x>{#zsEiRw*yuNsDtGm zZr)ExU*8VAExGRTIq$py1(lx4gq1?29_~pk`QxqjYgLu~ zrGge)94uC8KOB&1DVC<*%orJq+@*AFE&0mh=zi{y&x!7^~F$f~N#6|NRar%PLBV`-86qd6F z*~$}qGE=52+EsYaZ(_A*H~#Uu)xrN7&n%%L{`fv<1c}A?Zznn4eAs3(g_&QRu4!L^ zNpiGcxOD#gbUQ!xIk1oTqN-F!Ou+LEOoj74dr>Si<`wB+aFBBI0U`$+IGCMYd6_u6 z19^O(xM?7+LboB*UZVpe0X;zn=7*4f02vPn5*uiNeBuMryWq?jC0vMSWD~Ze?I{sc zAdB-}bhHP>&#WHM>8R=?$Yh5_L51=-YpQIySiLF{q&R<<;svK)H|SO>?yC8O2g;hn zcKE0VVJQiHt$n7n03_w9zsMdUI4O&aQY2Y=6jtezs*T(5m>5IBMzU{t-+mQmBAAUf z^TyW@&IidGJY!bA*y#0ep=E}f54y->BE`&+HKouEX zdV^cdYES%a7rLe)t~qXn9+yGJ*En;(kP4X>1jmNzeC`CbfyBHjQxV=$ssKGhQ%1CY z%-|fRbml8%?G=GP|4jeni?})gRrOJwnXk#Yq%Wxd+LejXD`MknRV>>z zw!@SQdCEE>0{v3yRarV?BTa14qozMKc|%TCJ?FsQt%uau-9?CrW=N9?_71?A2kKSC z&LtFgMUur><=nTPn39JD$psE;w4t=_u%a4~#S&0NOB7VWr2_Rv$wU{sQ?fzjCF@MY z$iP)4to`+U9&+37FW!cip4x#Hz>kaQ&q;(0?`VJ=ESQ7?Z2nOGuO@C(R7XAB)zkh1&%`NS3<)vwl) zXRyG}_;ZRBqK^Uuk`9|Zz26-x2z{al$oIJc!IrCO5iTA74vhgx%4UosaBGH<-hfED z(v->^P&rpPp*Sa1G|MDsi#I;LD$itImi>HL%qn4RWwbMJ(_GQGG*H`amg6LuXOy3s z3iGevK9HYEDlPNRUiUz z(7IByoB|V+GNAZ9bJ&HW*s5BnK#Gj@jZpCc_k^+G#izyDMh>#r2nyy|%mIa_FhF`S_*a^|4ZTel3J3 zi#}-8hYj~`=tR{nDcI;}Z>eON2r4m9^w&dX;xj8rW-}p?Wb`!@?=(ossYNPtm-4RM z;vBCTHxKz&Rn`DSEu&>Si)K72W6-Hz#9oPX#~NSXM(|cd1ZUVtJ5z7eiA^)-h7>Ky^;bjL+TKd zmiq31JuX&IRVC&Euc~?#>S*9W$iJ;yA=JRb%^icbb?N-3^oDsdg1rfcCwdC%H2QgT zlrxT5zJhChRMm=91$Lb?v|(r(7H$XhItEi|?#-Jp2imqIw}- z(R?som89k3NoeeHk3|b{Qlq=_mBC8Xk}u8+Y=K2=!i+sZgmu0G(!5*;gGPpEKGwGw zKWcM01|&!mekSm}UfJUVokqT^+V33;))o|Oyd&P!?CLl6L3qC39QZ(+$K+|bESHSM zkCFnP#Y~xk2)gBwg9CuJbuc5T(QLB@+28Y2*UgJ#2B260KfrQSxkZdaBKUuG^jU+G ziRS<7r{rSfN{f{B7Rf7Q(Cs;wvQ(+!z~~P1FeNS)0Vg1q*R&F96;-;st5pIoh!e#k zBmm6|!wZZ$X;@G88Vh?8?I6zOVw}r=(Hd4z}@bu_3aPE;~|;PS;|mnq5Nd2cFROG zkCO?u58wMtE4Ny1mjjWHk+x(vJacCdBMKie>+b~4c-90GtEn^@r!ZHIB3{G|Wss+X zg-K(%X)+AuT5*7*J6en)y4dp0alXuqS@22xcx%Q4Q9G8vP&jgY{8+s;e%EHA1)Nsb z`N#f+Z9^d1Jr=Km`VOqC-5E%K`T<2DOsC$v^qKbqPYlU~$YrS*m>T3NVfZR-suY>l zXsr&JIyI5WI-40A9I8vG*w00he#Js3j#Dt9!7zD6$yk6i;;*dOd)8^^&BlB7w#VJ* zeqr+0A$)cE&okR1pTAy8El;Ii9o}EHQUPbY@oaG$F3tEJkUyJ{Ctyq&DRUvZsRa6) ziS(jRS^Lo<--*+2BUw#2@RZ-?r;uExDOFs5muycTP5l}?Rx`!R#VNhVFVU-*nsiE@ zt{}WVvhM(h_{Fv$csx)a00x7jUn5j8MTDZ_*VILpC|&Hyd9BVTn|seiJFE_efpaIp zKOpYJg`*yNJU;`B&7Z?5R=oH`{ml2yPrO`uSBY!y=!ppyPtW=LEx$+mX;cYdY?}52 zXa4SFrhPv{P5l)sTGuoS6%%%Bm#J4zoNxmBTG0F2h&$U5;`ZCEQ1~ znXs9C(&j4{LZ6@5BKoRvcyioi$xa-k*YZ?J*hNxBq$h@vmRaq7GR3$@EGMjiOs25U zx0k)P13NQld$pbYfmz6!rx}0JU+FNsjGaP1yb_Km*KR z*=0K=)$VGPoIasQS3+bDhPt$0f*iVdqIi1)#*o4jrB*rX^|RbasZ#6vtuCDxWE~vY zdmA$wbCip5>N69?U__}}d3t-p`<%Ysf1?5vD_fV#x`=M2_4zC+V?btgJ4c1P0p5fM z{0kS}u^AG1+AX@VSb@;B;B`gwszCVb^a=XWHAi%R@A;*%)MRa7e>VcR^MeyL4J2 zo?t9Cf1!Es7iuKoPQg!9)UQvViNl85M-I+cBzzU1L&~4rpl|KloJMr zh(8R7K6y80MfyP$k@D_b?p9;T{r#|pJX6ktkb@;4b3VeV9T9oAK%p_LBp)DrT8)=> z#Lzg-dKH&QAo%(WpSL^wJjoL&HwQQ+&5aSds!`8SbF^kKOOa8SYN!RKxN&@6X^x#` z!h(HY<13GoGQ7Jcq%^z>0t9Ed*+96mxQTm$j64j9LLcW@#t3K7iU6MbrgeMIw)@%N znTQv#-wMP=l|Ip}xcFfkPq<09Tt7fx$bG+4GNVM7G#38JBZ)(2#QsBs5CxnbIAtRv z8_rm{N<=s<*4ijV7{FOEo#L{=6H01TT8A8_{reb)`K53AU52vh)@@_6Ez&;R0odGN zof*%K&c+qFg|Un>n&{{dM!=0a z$ZX>rwXnM5ZwSXfcMlvc60nd)HI{&d2wNJ(x~hn|=hpYa$fqh_3KD8R)Dh?68#1r$Bk7 ztd`UIc}b@WJ3T^+K7Lp{9?teaJN`mAY^pB3CyVHB_SI2ycADMcZ3FTz3Z;*muT6X> z$8mh3RH*XB@U>1x+g;x-iUn@?HK6Os8~kB-kBKgVt!1iklmc4XA&|l9EU|n1KWS1} zC!w{r>l~K<7_3LEc~o$>^s8_4HLz98PY3gOyQ%$UJ*GBkIf-t-(c+4-@>yi!8tIDm z^}ezULx&#lz(|nd)d5=OnG2Q8gNY?ftuj(Z>72k9I7)U(_me6rIOg>BM(lA)=gh4i zZ(}jRbtP-qN*Sz8WK^pIvqH(xCxia-g??U%U~RAJBz=*OPYEmi`o`-wgTg&v?@3i; zOxKY3&71lbAsw0GAb}`^s~@`2p!upVDT;`Q6s|3GDY&r)FzqQpjxtQak-48!+qgFetf(<>(c3fQ>ExhAsWv@vb2v=9kVAPu50ed>Ju3E$x1L+Uz7!Dw0qSFwUrC{%nVo26$fWF z+uegWq1U!pl~18}x>x>-7h`ghGq8kASVKWql+I8@q%lm&71UyS0B?->k6IWJB+F&L-F{9VCXx!jdx+Rb$8U43~xF zF+q~+&P3pzEy=~5nY_NBfHId~zRRb6@m!lL5`c55BN&pG;`r5V8*IE_v2HC$t3JEd z_3DVk?a=|tYShPN$~W`bDz8ym7?TPPr^&|J4vkOA$s_}Lz1tt_MDkfWwl{mef#I42 zIL8tEz!k~RmsnQ#f?jc9M7=b|PxN9S9qkw`J#Z)tyZ~$m14Jr#W?QNZT=7>p@UHM2=o7(^IswUmnoxFn7c?&HPV&Y{R-i2dRU@uu`AUV0J0m0-kpO`h6m-5ORA z*7%G@Xgl{-croT9oQ5zs%I@VYWo1VNuD%TCN-xEnIy5W3_bywFu}o?!kT$V+*au6u zvT@VYr0oqe!AC@R>Tc2Y9DfJ=M^1Dw0E=J-GGzy0@+!$HwrsFLl3rB<{P0<_VhU8v z6DIbU(wd*tk$ToGZE$ZbKVK_1YHRSQ3`)ifmBwZDn7`men{c`?$kc>qqMT~O=RqjO zKxIi@iO`J#d?juqddFmxTnCfvwcL#D&xW|2GQ6zq)|{8UH-}$4pMi3_1$E;7O8qm(3Hb+d{lLECTsAjnF=oN&#jYD>@G>@Pb5Z8kQ4={@$ zW3hPlb@IwUEnouq@~AgCOX{6M0U0s8-~Zf@1L0y5bcA9VulGl#_3sntMY8oi_e$Te zlDRu(uprD2?X_n2sv93~VreGv3x=*7a31)ye}~v{Z_%~z%Ve?KbW zr}Ccid%zlBOSnv%uUMK6{-OM$6;1Z4uhE9zclSpSF??rKOqxpy#uieMIAy8V`-&S5 z$1RZIWND+;Pt;4&XE&wttG98!QU`^~w{dQ)wRLp-xRY>_b<|Yat@t$&rV%=nan zx8JulocQTUk zAZqDVJvYK-TI~$Uh2P5hd$S|%`65MS&;eO{=zyW(@YyItlR7WF1~~hFBc?H_DX?Ib z3sb6b5u;m@45iI|FWpc)+HA?5dv%J;ayE0u@GB(2CB-3swyNqcJvk>n&OcY&m*@qZ z?c61m&J8le8tDx7WT3ypFLpnb7rIfW@%0g5Ab-4>wPQB6 z*F?RLeZ6|Y1`1wr&HwoyZB*bIk80ec8T(ckHsOA1H$hneGtGJxZnj)N}|!{~M~r}K?I z*z56z)7j2S~h4mh4n^f?~ z?D-JOoPo*I37Vq_mctG=hEeUUYMy#FcdOHmV!vM8K)WRqY?JR=$*14UsLTDA_6pd|1wYIK`3Kv_dTP)glhzNK8xrHp z+wZ+SvVo(#5KEB`VjvCb!RmB$UzoMGh7;=2D#+K;J2;&ZLK8Ki=B=B*0HJ z?_fXK-2GT-*?N*#YOI9)Yz0^{M`BF3vp$BiOs1Bd{c^3xd2w!_U_fsLT=O^?nHl+O zSsZi?0OK8UxE9DOxD6Z+e)-%M!fXAYh@JPHvK^ck>HD78-GVrp1*~@R1spA`HMBMS zcDhD>7s>~PlXU>%6QX|@BBFv3V(rV)!2XXmggtr&h!t!YtUlE{Ng%QItiWuS<#*{m z2$1{!SiO)62lVPb)#qdXUuwaF@ydf-$lb7v0P-cobINxhrpSoh(BpytfdEzk<*Or) z{h#d22Rk;rmihDJzh7*HQQxK33HjoWt0luAzmn?Ah9gZS=ck#Z&er$RKZPygr=g)d zXYj7QD7c%u`*W8%_NAk!FsoEowRaogPCd%9^Y_{(LHwHH&n4e`_!?>cU{5}qC?Fvz zW-~7m?4fPL9Gv|uW780vtP)`xQ=7PIq%E`&hXsW$rygmGwM$kp*c_M^RB>6*jBgLX){G@I*c5J?qTqBtzy|f< z`!Au2*-$(R`6GNC9ZBN`S6vk$Aha?0@5G+gifW`S+C9)k*t{qr6j2VD7$tL1GK29< z)d=ASV;hhwq`mY1AHHzxlKmF=Rt|bfR*X6xu4lws7rFw%|1ltTQW3V~WkmOR5s-5@ zqa};>N8c(u8AR_yACQAX3c6{5e{M0o>4NL737h8QsK?I@5YvGs$umybpT>V){Uv@G zM56xZ$!m{GMIV*1pa)LqI@uDtx5pl|d`|qS?}_@k>mOfe7!6H#cf#q`i@vBBq2=ut zXWAM39=caJX%zCe*7vBs39L&2VTSlH?;r;;g5p-JeVw2h1AwGgs}~1yB`W{>NoQ6y zar`G^V~c?vqCt0M2y(N4J;TG3F*Q;w10L(IiLT$-rr?2nlQe$ z!VcS!a}$?Lzu5~yP9Lh*;+{{KO_b<8cQQ@0nVa=maafVYb^kQkSY0s@xG+fxyMR_UDSj&tfR zhHyYDArr@eQ((7LuLfzM2179}jPkcjrYD1N1b%~KSpn$n=n1XRy;5Z#nivCo+SqGz z9l%}!^0R+Ie4BsNrXJEHcPNjJ(_Ef&vi29df4`V>TW|7ilg-l&(*4pJEpAuS7fNqV zZX4e@!!$N65an?x4@mX7t%7|J_^K_Kr80DHG%{(J-@tuw$UMCO1?h+E2 zitlS{c!u*EKXYxaziIDOw4|2$`1E{EIs5T+N5%G=?9HL4F(9PV#k&^PP%Hbhu#jD-Ke>1q=)Y7?@uGU^f% zGXEz?EhhuV2LG=|sbgf|hN*Fs;K-?jI9jSVB{&8;<9{#l|DXV~ z{fGIB@{@y|o$Y^fXjzz8Ia4#J!0`deJk)u~M3B%p0e>Wsxi|=x z^*D>mwY;4`0$Guoo(+P0X(2WrPG}Djr%f^uTM81->#P`E#0q+jt|8V|mjht)doK|g z#6)dlo81q1wAOQHl37{&UEMg#t=-@X;y#!zB@u%BUi&ZGE{qod|2@i!Ugs3kH!ah^@xCMZHutxBg_D%tM zx9S%0?1|cG^}h0LMAq?YeACq84#aR7_TiVP^(&LW>7)zhqvz9VjjOgmN3hMhtgw# zT^W_M*#>P1DHcCESicCQ?rqp5M&1UJL(E9baKZ4wrP34=A<6vkV}UJG{dTUCA+F7k zb3~iH5HQ91A*_GORanFL^tAt}ze7wi&MuoR3@?}ZngO-4Pd5ZoP=x-g4xiUNp$K2c5hzRx?w^-HMwiSlJl<8VMSf9Cov8DTV#Q*N72o(Q4j( z7w$-6W?K3X_{!oGn|iA_F7CS5V4qzX|BM0U`pnxz2;#@Kjwhs*=8Ykqt!kh=ds*K3 z>ksubKk;Gt50v^`Y%wFKczORZsA##t&A*!Md;%a*L#~9pRe7H!m&YTjeMH&y4EWM2 zM0!8y!-F=&mVtkQ@PPwZhLxLa?Bl`k2@A5h`~#%)di7iFZ`hq>gByHu z>0{$D_xv(92f^IoGkHz6bDvUuOr#0$4E^YBGJ_)+@z%ABPfr~duflxasw(a_eJ7hn z&bj7|Wj3mEJ`sKr= z8E>%;E}e(u^rtmURe>A`Lpx~`?20-S{xtTXUY}#v;%W6Xw!WvDb!37cdfTpm2Ok{cDeitr z-}#ri;$?l;Lp)~*Av2V31ED!YhqE5*>lpJ6o5z(ayYqLqoeQSRclalQZ=Kz@KHb_o zH}A1cPf-9Qwl2nxZMK1v*pCN6F?X;6K!ND6jlnC&Bl@D%rsx^+k<2D_EzA*6P$R-u zFlC}YOl7%b^zTF;hPqJqsK&K-**0+jFluo%%uGg4xxktipKN$BPl!oUokbzF>;;)W z-F6@)xhtMRQ?x-iu>Sdk9w>h zm$2DF-AksW-nb6XcT?b3monl%UX|Rj{a|}n77}}BL56;#Tz*KJHF-tUA7WrKROPZeppxBvw2YF*`$B*6UJUTfI39cd53Zi zrFh6au{m{)rg%6O)?GuG;T`dnh>!B&(i8^d{(N3Ei2Ea}ixeY@`g=^I$u#*x>@D}x z`w38yTNE$)x2F-u;Zd|5^?v$=e~?aV=0ui6+ER{a3O=6E??YItM#eEz7^kgUell=mLcqde7X1J7a=QC z+H4G~HE){K_#D6;2>so|^w4LrL1F#Y`+lg#)VU6TJP_W1+_2o#)zJ)SlxNa)AAvUp zXwU@vg?jJ~cnjT-5S{b_=@vFWOta=?v~@z437^%?lLhMq@GRC$-o$MTiKhED>JdPO z){(c{Q!fopv7j&+VDrI1qY$8pOa(V*7ZMhR0h~5x@ig0p z@cE!Pjs~&I2$gB*%YD*fe?B_I-Y!pLYyTqxzZT0e`r-Y|(;~fBGxT$wsQ!dA=%#62 zF7e;2zp5|;Ij_dHejPg}tii%9=&jL;3tF_e$X>S7i_AmCBe~_W%k&vheM>M1+cY#>%^K1YS^bYo=$2H{ZRL)qnD|Amw@N9K-;h1Et4kJ%fmH z&dI-?eI6qCpc#Fo{hP{s>Bn*ZRI}@=w?R@bmb*HbUFo6)$Rxi8DPo00DlN>kYr|2`{bU|~k{*Z34#7dH>WN^#6} zKjX0k(FnssOxJS8l?~f9i@DeY(M4Gn!Q~V)iS!(;^Ad2vyyF^gdh#*lT_wK7tV8Dn zo4afYIM{qdHV*DPF!BqvNL3b&Unbq2Jk@7Z9r?|RKyb3Q|*#$1g_{^n+#4+qX zVbhZh**?d)Cp4p7Z(dCv%x~zE*XI*C#?Wg8$Ua7ewdHJqE_sRi-P72A9XX&_P;gN= zy2Xr7&F=I()fr}*NM+D<@*x*qNj9bXh;L5oMGF-f)A(L@b=JTcGhV~=_>~o|>CqGU zQ4BLacA{8gYvY|N!M7fFG|hcD?p9@+edtlW>FFmTwhi~JaO{|_Pc#ufQv=D(ef`%H z*!Nb-xzx(73%NWHYFoZ%QeAVfit_DW=1w+3H4OfX`MUDZcCLAoIkYu_d&HZ*l{%RI zfarE0BU#du{I+?bUkdTw`3%l0k8lZI@|VZ(4Ug=@DEFfEA5%Fg{XUPXVeyKGfz`aY zeG=vN8!f{z@{Xi26ckR!rL9Sj>%^`vaF?xEZ>GKXW>{wcld*r#m%D$Oa8fQ_CEjIHz(W{a{NJJmu>Xq*BcB$ z^@mjB7Vf-#$`iJ-U1vI?JT#h5K*L7Vsf%*hH0pCl$eS!@b5&$iCCbFR_(c8_(8j}V zkJ4qat!??*w|_NiX!hVYBo zGKKCl@Nn3hS#P=)STd(H&^B73Hr2*ZlMV45Osc>|W@c&WfdZ zHlQK&M!@U8_jG-p2)q0wsIQ5=v;irJ=j}`jwx9KFg|1O_+JN;~$xSu9)OYX6q zlUD5wqE$+MecWORujHP!h8@d?)tU0C_pTLr*sI|-O%XNEn^%i}KX*nPLJNWk*b)Yd zZ*#W8)UkAs!%PEwK719?7K8*3HmLQHIHB@<^R)6lNZ&GJ;XQbdKI*w6?2q(y(s&WC z2{?{+yY9oxCNBCtzedi9b6GR5e?9PpFZ*oa7+rpULp%mUop!qTb07CXY9x1zpuKmL zNQ%GLs@_tkwx`;q&h)lEgRt-HcO3Qfbata@V!_n=6YCo2KLgQA^!(_CYehasSciDU z-}7Z~>3&1qppf8t$gYdd26R%MhVzBOt+Q=VV;$l6<_nSCIWSk_uj!uODZq2PGmUjC z(}_l0*{>Vg02^mq%zpDLGpyV0CpQpZ2M_o+xr2)JG+Nu6R#$GoZ9&3(L)RP>|V^Oie9fnt%mD4724!9UFxFdc-n z%n2}kmYSo9t;RcBh3)gj^z?6cInhr1#4!TJn})1Gw|M&;Oby@w#{}qIAKaUKmg@Us zd@yl1_17&TxA)&J_kxJGhbh+MopJfz=Dl+ZY+v}E=}`&luQ;bn39z>MStTmVdbBUV z_=YCvz{=rNAC1C zcdo(MhpL}=Stw8nb^_0;k_@W8Un7@YWT$jo7Ut-l=p{3$_@yFW8gJEXrKr7-yV&%Q zmv~Y6+tsRyiwXu_t#Yj##-hMWu}W<7{-lK;Peo+;lxDx@!{daOtAAC_H(NZbWkFCy zSdt|jq2TnO*lNrnr&tC%6oo*MuPR?PDa`!iL;zbt+5*5BtIi85ExD)1lT$A97gHi) zRqVbe9V0D&Qpw7wyi&B^%aEX#;0kJ=Ct^wS;%QOvl9k#(LbhF1#TPgfAKlLB!u701T|#VLLak2EL-Tvqg`5szYGB^ag>m&n6M;+tCtGZp zgPRhftqVwU@)Pt%pOUjG1c`ROa)eaif4IvX;ne-YXUFlS9R5{Y-Y`mhxN%tN?C1Eo zw{f8(!&|n{*4H-pva)*k9?=4bL+29+6L8#T!%u}zg-rdO;$n^KR*Wv6#kP!A;-8mM zm6Io5+<2+v^cP)4YS*EKE1_Is7_kl$(8cDnYwsP^s^pQ5Gr90ZjFRscH zaGtJ+@@$IIMT;@hIJ%yfBKx?$?7u%>znJEV;!@y!QOJbVQ7y^Em{Vg43oMATWuzAb zDmK>Ql#`k1&5h)A<$UFor&zYrV+z)#LiO6jXeI@tAza|HEvy;~hJGmTGb#&n@*8dO zlmmW!-oHPy#)T^`2XiOGKfS+@=hr{q>=Vidxw4FAxBx$QP)I-Y!1VBB4B?grmU*08k?6|f%9$$84AAUhZ>)Y#Hjz? zr!Oq5*W0~wLwkv*QX(qq-oBCXM)SDRLeG%?`W`GsGx(*@*Gk=B)?*8C0V{O@*@>{) zWsYfJH-_#+i}@&s)YQ2W6CoK`e8Sj1jvz_I+nd#U_m1dR~z&bP5H-UH?ZU8 z%dfb-9>NtLC8CFK^=wstr2ZCIKB$gb$?NH-Ei28srk$Ina9ER(sj!i|L_xa8hV1^Q z`!nQRbvs^aTf^5nw5ElUK3yNj1%07$3VKP_uDtB==#cfCr+m&9!ni!JuAOch^op78 zsp|SmVcioCKVwlTiDj6-#MMiA23U-cvaQZ&ZZ`eX_}hRVaIM|8Brr1^aSrJoVNBw3*9QjD}O)yi53u3rGEep6-7N?#>VUp|6MkWa=sI zZ$^Zy!__7^$Cq(vTOuH-=saV!OMw`Y`(SZEA>A)eyr})|Sy`TeaesaA0%-mzYVaBS zAoBgF0r|Swz;r=xp2*}l6JU@M~fQ92}>w;0uA=4%N(*3xW%1gim;m>Ed+ z8S>}qb5;oii*M;qU?{onpbD&84UE#bjWUgflJexo-C|>tiZoOk-Pb{Jw8~LuhhOb< zM?Rdi1M?F}nj%CI+EOFyB#@3dVS76j;5&8C`cFk0VD_tKb^Bjmwdvpq{H-f;`S6te zOzVes>fCN0&)rHOhkoLrD{Dh@+-}9-AiozlzDFK?wn=mh{;su>9t>u`whVOldI27( z4uq=lOMGO7TJ+x|*5lD*_x1x;UnflP{oiYMgd}qmp3{6CW zJmCwYFXLWXpJUZ{7*K>b)L9u~eZSoN>Wi;$t8E?D;G(wvDv)PuC_DbXyAcX(WU&Fl z^WST(w0!5W{_&YqPg(S$bD7#(`EjRD{`$F29sK>~D%ZbI9If%o=UB$lswGKvk*VF& z*Ph3E?Ig%}xeepkiJZbGYbWI_{@46J={T5(^j~Fd^OJ`Q1VEIFfj+Cm!Yz!g8t^0c?c=7EGUE*uv6YSYjY6YrJ|mUVE#ge%QW@<(T(WM;9le8yjBQ z8d?-X;J!O1E)eKs{DW=;A618|Bl%4*T2_a>*pLe!o@oTD7%hM!CMZ+Bv!VsvX^ z7F>yTh7Gt9`Qv@BE)syy6jEMyehtV7$p}Wkw1`j$Qs|m7$>++K6bgfpMav*$(K|uPcN8)X z8T!5mv)E{k2(AjN3LTAsO@@Y4j)qO;QakfKKPWg9R`okPDm5lHHH(NvtwQCEHEha5fTxMfObZ)pk5lQkgpJ+U{BPe(5;XYCr_z<0+NrLZ$nh0z>uFK zr1=jCizUPx+z#uCDupS9diT8ursz8vEEzNz4B7WV*g@z)n8ELDAvQ#*|BJ7)h^jLP zvT%^#1QHyAy9W>M?(P!Y-R;K-7Tkh9+}$;}yL)i=hx1@Eb7p2WXI8c8b9&L$i>kWy z-8jmE5UE7x5D}5~P9ENeXV8wh^gD>Ldd* zgHl7AkUA;AdDF-ux*^#(-U>(BAd8S}Y;Tz(X%KY?5svpikN4?(kyr$N25{VTum~Cg zu)*w_Gul!+}FOu5$AP28cS1KE#fvnHq8b2K> zf`d@`MQ0^j9hJw>GIZKYWGr+wWD<)9khDynUJWmZi$~(f5|qEnRuqJdFoDCP zVwpXy2jUi~U-KDoI@{wKDGR%~SlwIHQ_p}W_(*e2gD$1bQY1;V%&tQx`xLukVfIWRd;InX&Dh+&AKh@pu;T*3gCP?yka0UiO( zfz1J2fm{JgflC3JftmpT6f=x&U}^wPAWi_|pW8n!f9n6R{h9lt`X})Z#-H6kCbWsp zTrjcFu^-T20?~+i?}YzC{q_GV@YlcyqvrF`hYP3+xC`hDSk4dUf4oT$)}huvt;4M& zttasDdk{LZIbt}HJHj~f1CE4_jE<;Rihr&D(it&cp&7}~Dz|DvYko+DNrg&5fEf(X7Y==e} z*HZhePx8a3>X&f?Yu)N0?TM^+=AWzbTv|(Bo`-Z}wD9!@nIL$F;IoYW*_0!uVZ)hSMFAc8> zO#c%+b}_+9FqpndUVcKpk*aV~j$dFwx=~fNTBeiyPIw(wCHzzMKh>vvt;F?RPZA^T zn#y`IZK8^KQHw^A9*}I@dZGCY?2;C0%p~Pq6V@s~9*y)i8ghB4wWj|p{n;z+NpqQp)8s@Bw4NHW6DVK@eB(`zXGLlO35h84LlEodG_+Y=G%jXnehba^~xD;0Rn z>?E2q(EWy@+o3m9n=$T+pV~=ujAh4yFh7;NFA+YzpTkTr0XqF!(TblNCOpKWc#s)p zwfc$u2TKPM^iXW#hoa=}^70tSBKZf^iGFYHj}`15O}RpC$f3>plx5%-VV9USL^BoL zfpPi8iR1Fy%4^HSA&{+?+4E)rduB6q?ws&nNLl+}7Xas(hMk{kF2bq%w z&mJT`X+d)fw9QRze))Z&G|pF?a~q>BY_*MjHb)zLyDr%}<=ouf+(s4ReMMlr^aj7d zlWjf?{haYeb@!Dgb@hl(M_4w_1@1&tC;l;6+$pG@EJMTwOqx)*W{lzS!d+x+l22ns* zzV3zXt|1t@Q%bj|db%8p->Kj*odL$~lwUj2_eSHq`s^o?lg_HLBhTl9_C!3F+K|;1 z2@VEyy=lw7Hh-}roami!xSj8~LV^>CVuCuTAPJH;l8 zp-A=5m=$T(2YH5Ie~nok#=a;}a%0>Jzbn7%p9KA4$!_UWGN~mI`ewY+^^kHYGYpA0 znn9pAg;I9^N0xtPb_jbmtI6Nbd_P~QNpdEEc)JBwAM@&&uISlIAuA7@1EL=i9-v@|8{r?L(N%bP^uomBMV*)Ix3sGxI2{YdfQax~ z;e^(>u8dY1t9_j%HA^oRocpA|qp3QmQsu~vRsBURPlna+G3Mq9MX&D{T~=NKXzc=^ zlie3>ZWC};Ns=tI%Caai7_ELTF+S>4iP3=h0n@ke-R&n`&xX>vi+v+LOl)5(#sa8J zeL_{TjQg3#kWty96xTDbSkI94anmpU)W`<9qnC@F5I79i`Bu!l;`3X#e!hP3*9K_$ zCwxe?bR=zzbb;8z(jRmgN1w{WtekmZG3}6MvvciY`^Ye=AC}g?`*oFUc~JIjWSTYp z+&4%TKD&)3<;Ln;7KG$!0Y*)1NK;f`V*X%AgNh4-Pu8_*sGKWU8#|G2|2YV!)N6xjvqPyP)#Mc`TA8}W& zYt73m=&#p*n`MnhpoUMOODWRdSjHFxG0yn&ZWCg;n-#IuxK2r<~4h~SZsh;b#_q!Lay33HgeVLt2lA*rQx<+Jy zN=5sz*&Zk-MN739DP6zO#M_g|Nk{9XCW57|tYKzmrfsIpgG|9+Z@diD{3t81z0HkG zs1vp_vl_n8PEb$K;B*=MY-aWBU{v}r`ChORSUBOe(KgWbS|z}gYPjz<#tI8WwYYdiI1yZa8n0?d zq(KgI{v9vo>n$Ur@&E&%ogH7+Jj2fFZBS7!+%b&1@5D(uxrKI!qAKxwFWBtd%cKc? zY%oyPE|qC=sFI>5py)&Lyl*BN+%di<9*XpFohrM|#&z!Tdbg@yaNZ>#f0 zd#?s1q2He`?)T1xM(TXra@@DpW(>!0$sk4Vj}mz@+4KZ^ z+$P$i2NN0UDTii&R(G@CdzlDqSvwZS?i8`now8Zgay-*dGWQy6AzNEG**{H?JDW{I zj+2&^32{0|`0v_H(ce1o`o3NzzFPL`>icoMEh>f_uq>a0YV5noFx&pE=undn@N>9s zEasieW)l*+sotRdp6APdw2ALimUtgydCQ*9!4AL6!6i5a6h_DDeT3f$y!WsUgj@pW z!Ox~1v!))w8%js8B}}YA;7A$%N6Y=@OG8Q`PWH`8h6?BITA0)suhz7HMt4g;|BZ(S zaVx(D&ag^}T}nKYf1mg)Bm}q7cPUAsk-%hGpIYaghe@3P%BCAJ|I)r#i70s*!upJQ zeSN$_c=7`9mcpu*i$c(86uN2NS6@+|szU$ii7SQt_5EeLqHg$~%5SPCn^pCnwpwm( z63||`>zR5YVz)6OgzAnw9_ZKTo9nY2hC&3l`!PuKQ|IWkwkY|8pWnBvQwMM{@()L* zZ-|V=f5ff^6WX@Aw=u}jYslABh$9be@mP)aG1dc%U)egYN4X{id{;ihNH%qLa$5Dw zvS{Be?9UA)6_#ZrIJe7ZWTjsVNw^&I&nH&=FT}K}THe1}`W%8SvcCX@z zk_=={yPk`_vL`JP5Xi{fq2R6Z4pghCc%vC{C45<;=btm=DtP!KpkTit#QAG)yya4r zb$1s?OyaE2%q`QxY6&uiqHhM#?ION}K}o-owhJ&rwyG2V%n7;TmY-r^XolGN4D zxj|v<1c~NXDEW{-WE%{-`92^PZ`74I%{`_k%MKC&I#c}}?3bkBQ~2}8nIe}SZcP-6$zb=MCINH1yA^a8rpqf@)JdzTJ!?#T{myTOF6>?Ojjs z$u|P4QsVEz^s9e)Dl2O`)|3!vsoa02XxnmimUyh@HnMg)YK=tfN>pZhj;;7fxSayJ z0!A~-$~eSr7iYa@E0pkuFX6;#>H0jZ-5%oIC>&-7{r+!0kbzTTWs`SBA46y&O}9d? zOCR;>d(E-(PPLaZ6}z&8vIcFsktS2G_zr?K+_=I7M%|RXgpg}^#80q}L0WbwET9pQ zFTE7U_hAF(oF=`lwq39y3EAw4At->T`RW||zv66ppZlRxlTw>A*&d}~(5~qull~jCeY1Fdz-(ynUk^B;5txO^U9;}Q)jjjr z36y^C;!=(w8?Ae@%BD?(>qO18ea_MljcWOL$PRi;cF&$6mODDf@xB>{TM$r0Ap>gi zx@G7-IZ=oxzpDi%TmuNGg~TwJkq`CQq2eWDLk_;KZ(jOXt<|peap@v^5E8u(91?x& zuR90TuGx9i%>4S3piXdVWvHHq^|$*5wjrkkFlB@Z8<>V{fk-XialYJnRdtd zbqcL}-iGxNm2+bTavtAnvzFb#2A+HW*NbQ~o;l2~HDQ+OML2255y|3&YAwX(XCB3I zQ`ffHGoT*QmUoU(!J5(HNYYl%D2S6uo*d>br%y25`R7aWBRY04)do=0F}k4}u9-Br zMOr{=2x2Z-l~S0#J&hwm>6aYLD4xaJkRC=Aag&H_LYcb8ig`BV<2I~{&?th`w`lOB z#_xOPe8an9K@kwG^x4e^s-K3k7R{5F zJz{DfoW5MPoxIYFWOHjRB<5y)1nW^9J@Cz{E-39i|J6qNtOICu@<~;VjL+v=jGQnO z^p62ksinS-GX0_Iy$cgM1Qd@kHpHu&m}jfbLtNFJ2lRj3>^mW~w|)fmnr;hE;Ee4? z3^hv!hhu@29gBHA(rq2TkVXnpVL@L8VSd$N^Ns)|;%Ao(ih>vV}%q zM_}?PObSJLMp+sTJbb4yj?VGlC&+9!&DUeZR#PDb64o49 zH7UKuWkbf^FWqU9C2M^+E9f1#qgod`y;$8T`nxF%5a6nHWzqL9X^AIv21-QsL8niu|Mk`1$6E1sbOZ)_ zc5i(q(FusjQtEn>DS*w1tV!6;5Z$l@P525sjq~}JMmXh`Wr&tkJu8fp^-cM z7`;$EH7xSfcD+$LMA{@&uTz<-$l2jSx;~`BvZYXO;dvDFmOym$xJ?V@5Mw1Nfw3M6 zCQAvLbc<#WF|*f6yH%+$=IEt2e@}PCW@C%?MMqx9%#&UDVxkT%vB3Ljx&+f204(vG z_;0qM-;P<`q&n%Ed*A==Ae&-U36*40joZL%gqBXnVr|Vd`*{2l&J-i`Y-HK4c+ToH zqoW`9gt5C43J@D;lz4d9! zZ$Gs?*Vzl-ln;TmtfrMA|E$*sc#7L%)_hb)(1k=}E|Qg!DbA?S_R;J)i&x8pqRT6@ zOS9q8R3@aGJ|!be@a78Co9?SivV7dJ22pL}!A`v;Cso0{eokn6-SeLRK%0f4rhx533D&)@G=$ey>m3jWv!#v^oTYvn|7$*8;I-0<+p;wZHeJ#ZWe1_0tw^^U}#Ne$bG+Fk|OGd4p z6P1A<3YX3ZCsR%7U1l1mFvaf;Z~Lmx$+D}7#W1y^%n34BZJ)h=SC?WRkbbOHDb%Cm zN|z>vW`x=LW;uom)ArX1&!6p^;{k?RzH-) z6+sPD3m=*akv2Tj_6u8#@HDdG4Z_7Jl%q=ePS5ONX#{srBuY2(e7H@6D@W;6fi6cf zqMTr-V4Iy!Y9E~|j<}Nc-$K3}sR&|{c6RaUZO2^Jz&Y1X{9WM#+?QuF7N+*9^(_<- zpd_uOQ_Z4Mt>we5xzKHZ9Clo$OdbjeQL2&q)1eyoIIyt3lQX*+1agpYmMF((+GZov zO?`QG{$i-n%MA^cq9i*P4ki21Iq#Jvx{x*08UMoqe!LnPC|-m#-XN~BCf;5j*F1a^;6wTadpB*!c84j;u-D;zP!b4yif;CT{V8mcAHSFI5tum7JTAgG zRLJ^HstwRebVLWlLyO-^#K}ONr^{hhkR^~zA2%x`x}AepNSd-i zg-f6L*{G9lU_N__+QDU2JHJftqg_RcB(*eoQ$&Gi#9vArdWAZfoXn|bz&cdu{8PY< zVEG?gQFu@Y_%bj6r|TBq15VYch;3fJbP}pb+grc@tSPXANdi1u)xFVKEiDWbSxd0X z2fp%HpjqBgA1ZIqO6@#P#Yv}5Ocp%&i%=DAme_*-dHpE9$wLnpD7d<9TC>t&dM6tc za~{oGX9c>~A*GH?@)SE=ASCUP81DS^<95j29W=-SWc&j4h5tz3eu#e+ld3B@p zOvHZiy1ogLlRzJHe9P24GGa*R`6sVm>gU+FgEB+65j|WJnd1^9>}{6p({*T}yu7T+ zD_6HQ?HTNKd_KmYE+NQymp)ZTbx%i`wu4(~7j~zwP{b!JfKJ!3Q$P7mN#+5sQz^FD z5v0omsM0rf%ETpkDz0e@%c(deBQx^NshXlrtD^IPEK^)9F3+=@A8uh%s$!du{bt{7 z4Q}q6p>H#s;a2lpD5w=L82F{M7yqvRM(g(ECD#--3%D1Rm%19yjqf1++DMf*8lsW{ zWz4U$c#C3BA=nW*lZeNxWEb#rn9@|aP+f)>NIhk;Y-~J1{<>ly9&Rb{aN82uuCr4p zm?@V%k9_A;s8xa48l<=fODL8kZ}x~sevIinf2q2=Vq>pwJ?r7zh#aG!Ev4G$W~*zn_?j-C=oL&VsiNhWW$kaM#R+M%r|JWoL>skoAP%U!=cJpNq- zs6^dgGSHN2qFO8GhBu{KNAwp&WDysAfu<5ld&3Uv6@~UXL5TXs6_ZM+UQr-rX|_6< zBYlg*&ROWC`^e4A&qcg-zw2N!BO1}yj{O_+((tewx@{D>sb zS;8*W?L>-V(M*_6Q&L@GB}XW7`a!+|;I*>sK!lEfL(BXm3)frNgJTFAp*iFV$ft{`FZQfkt~Hi9EioE$>wL<5wJ zui=d>Dhk|ZE@kJGN?~tw5@ia_IqcCSBq9h)KhK*NvnknRD+RvAs{c7!&vJdhptJXfb zyQ?WG)NPI+-;W8#)0NYvvpAbUSo^tRsPPTBb|0K9R>hnnU_^3fzatF}BW{@47ma{N zYm|@pMYq4ny7W$VdP0KVbTzgBx4!(-`p~$I^184x1Hado)BDbb^TBSSiI!8GuwVm8 z2F*eb*R97!x9enoUzfk@jsGf;%}&b^-KLhU$JK;^Mtb}W*|xbWIgj5s&(+y&RA#do zC+igxB|Xk7mF+L~hJ@foJ6ky>J89fA{cX#sUXAwpdi&cz5eY^?-$_FtwWEz!U3A2? zODds=H?@VpCjmM2CBrAe4e3i_|I{lgnDgALT!v1a4yz(8h!uAX3$sIgu0i4nD(GfD4@^QA{z)c_#W<1o=A~Q&ZDN*K%x2&|NBlZ)lLI_q3|UnK%;UC#8Xatla|} z!&Z^DU#|7fUZn{z=-@Yh-ZaU_>||_Y`7tHuYR=UJpS)qRwwem4`#{P&=hHK{_N5xb zBTeY)T?LA}M(o!QSVqGY{x3YoQU(@Qrl^R1LUNB&^KF?9SX4*RFV6s3;P;E=7l$=$JhDZ%Zt*?vU) zz6+L(o6B1gas$Hl9GG{OvIM^|_rQcRgmsa|(h-<1M_F|{)OitO5xyULnbTKytbRH87!$=avzYXR!(fM7zr4_k4|T}4)9v(IBA>3 z-T}$>h;Bj0+{N9BOp&3Qa>LXGXUNFICyB`(LaE(LU6Vm&vyeCm{OE4~$~FJ&1R7>$X9Z;q} zu9=U!VYH<>xQOy;M?)4UROS^zDqrrr#dcn`12T48=3!tj>SKBfWdx)-BE7on2$@Zb zGrjJ~X!_;=&N|_^${g$!-0DJwnQq_*?w-hT2a&gZYEM~;joTnR*n0tn0cz4IfC(m5 zI-5U>ihf>NxnBn1@U>NrNwUmQd!GvK`E9i}EX<9O$PEmyE_g*0X=I~*+=!rg(yrT5nq7zz!lvw3*_ycJDZJ0;X z2Q_^0@+9bWQ127Qe2YIeM%gVS%tPUmBFBvi-F;TwGA!mWgtXC1ja?^TlFNai!pSF` zMSH-LS~0@hS1u!%W_ZpS|GiHlNM6t_>V4K$ZN~{iZ{SnPh)2BE1j7C(eL|5ub%|m$4(d@AIQhcEeEuMN2pH+11;*K8(SzeQM z?%CalbD_5#FD_sCTWJJlyYg>%Dn{bdY&FHtlCgpZB-u_rdsGbwSKKe!5ap<4Ur zcc*N1>aU9AwSUJ;Cy9qiGo9VR@hxiE{M^g9l$r;#jXU)ClkNfB#u>(~#ig_bMW4R9 zy%Z(oDNT3wVjxhYwEg&bwBiw}yfeTN=}*;Yu4$1A;1v}ESO?pB{!+8!>nO|4fZ2b#NJqpmE+LG|Mf@2q ziNUnDAE_+i9DrZL=Q{9XFD%hzndfQoIw_ZHo2YgVXDbI95)4O@yL2=-O7_q0#_I8l zo9uUkloWj~f7_^e*NqV0LO_Jh6N`@#4tHzk736G$9znO}YqlJ*=BwJ>~73xIgW(NBEskDV()( zJ~^h0CAv8dl6Ep>Hc~Kf9G5SBexcuAKP;$I)2v>@yWwB}W0V6Zj{<|QXm1AO zmx-JBG0u?-7`}vyv|^f9p+jqYU9U`v3P(qMy-cxk%TRe1Th4IHbFp4HOL|L%)hbqm zUD2xBx|rQXsur5H>Rp)+9g_$9-wUQM*D8P%_A~|?&CMC~#nW)^xfAtfPKvMI zuT?WPCffC~Q%@BPHru>O%55=k4kS)kt~5Q=+IN^MWf?_XHwDZ(X1iwDB0(L0OQBbB z&I_Zo6_uc-Dt2;lu}172@Xk0J>rp#12s}LOzcq=iVb{kv%YLf^A=)&$=a44N_PBf} zg~R|e9iVQo`C3~AhvBz2p4A#QTvmeG#M_nShNYv%I;-KpBz*L)SZ-1KUVo%xl5w;7 zBt3QElz>rPZH+GaFmI9WW%TIzwxhubx8N~3-fjx+)}P8JYT}94W&Sd7UT(N;V%#Po zjWn5>EQ7Rw{P4a94=x z(nvvfT&m2TbL-k=N}&T@=Clo8;7=B!0`_d9Mp^<@h5)9zIa}3Z#s%)Fq3;$><*rDo zEi>bqNIA_0M;4Ih!^8F=VKWFl&~)uBjp znwlhIg)~E5)Oue_A%9!yH)=?6oSF=>O2M2oAtH~!%oi__?Wn*s%74v-Tzl4Vu$rZV zAzp%1+X@@t<$Qi8Uc3+=(Ps8Zy;o=M%e*YRiq18PKq2y>H~uqES)lKk!a)Dr zk>cQqijuXC!pQflts7EY9od8Gu!tXJwbIGRY(%XZ0xQ|p6Y*!9$)xrlT2&TL*!%1G zcY3K8TDhC_g_Z8QcJt)bPptU{I1^0zxYBrf*2NpywrCK-%yX=oF$~8hipag>vNZlb zq~3IRFhaj{&Q#5-zAo(v+XLm+A#?us87NouF&R6AcdV+*bM?bZGg~t?)5+)e&%5rS z>tF7ej-we)Y{nf*Qogb~s=I$IpP?Inl5j8?hcmLqa@HtTI?>9ST~CYf=$E7WDD_Gn z_sDp#HXI@H0hO!pN23m5>9=1z=Qxy8aw;eyEE5)E>JAbIIqG*r2oAu{>dRCaKh*=; zmyK*gZU6mZ3Jw8X%@~SY)5GdT>Iy@GHPyR?TIzYC&?!>YAQVA3JpaiOP_Hv#U0DP* z9v#(h^^I{RJEk&w7rZvl`pNoI#*C%C`vWz1KXs~|grNr+IRX<@Mr77XE!}65!`kDs zh+kJ*eRu%rOdsC9(i-3#ZaKk*-sC*&+|T)HHJZ!-v#`p1p;%UyAtG_?_sq}bpB|sO z*~-)K*2b9rGUY(Iu&pp`%rIOfqCNyt>HQ)zi7*oIB|&)5h*aZKpW1fx$ILB}Q!YM7 zggFoXhWoCe_s4*KaEyb|%1bPt^P9=d5DS_=&yOJh!8^_Q10hgw2-PXuO~1nE_QB3# zeB5sQ(v%AdqTnAMq@h>+2-*oBy#`FYg`a{(UoU02^hKu1R%A=GA*grlCmtMw+G=Uy z%*g%LVr>sw0S4V7@4`nOXO|5{^k5uG&38Z^W_8OSd-h}1G*+94<`EL)?|8rU&L=V0c66Ej-43nQq&t}tvlK-s; z1L>(-y$RSywZSZzdTzMOtlVsZI!ajyL66+|^2Of?6$JH`euaDd=<)BT;K?dIrLO4A zFpC=mksZOrr;^b(MezlTd}q92brm%u;*JE!H1@EDgR8%IVd+FUpnGu)yGZPDfDK;b zhwCl1+KO)otgMa&fAUE<4^rM>s<4ogDUx&53-3`54`YfMM9z=f$6KHetyA5w&a0$L z{*s&Bit2zqP74<^2(?Zd5;usE8z&&E?x9Y95X%- z@X;>xa`4IHqbK8^)4MCa59Eipl5u$9Kj2u+fBri@1S@#@A$lFES{!H~6d<>t+OiE* zWM-bjeuGd*sS|CWRrCJ!BhIw?nM&f6PM#s=$COeOdP6mF@a*zx%zyRLcy(HsKq7{{#+hZ z)`UvhqL?qE=G^xk26q5ru#hMVMnC{zm+Mwz)gb-Sx#ZXF&tKR0n4Wy2Z0I)Cho2v= z+*eVn6FZVW@*>_d#8TzN+;Eb13HcTU81uoIuH(k8*}q{JGdgFp81QT_`#YrsJsQ-^ z;5wiNO~Jksa$B=8ORgxwt|NEY!M28w4|);P8r+N+iH9#++_VBLZ;%fTONei2b*adQ zG3t|Sn!%)-fcy3LyT03fmNoT=n9sNzD2I6HyN4=gBP@M9Ug5fj~GhBw(};XYs@?}qN&g$DM&&ct8OYu+1kL3cvGkO9)&LZ?G(Kv8v%Js&(1ks1+UK5)xgxDuPkb?y4CvhqgPi^~jRx z0AlJbWJBhxvsiG9rVkv_zgqq1sDCjcqPED?d8tZ2f^a_q!?A9!|Dtw=aiFWVvON)k z5u8tsu?y@d^`hO|F@3V5-Zd8^%=t<{KtzY)IUEr3Z$q!ZLUPM~YR?nO6`Fr!C_6$~ z5vZN!QvT@$7dAK)_ToOo=SL2cUAu$syM`u;bcKW;gB8geMnz@RHqq`SCv@M7kdEAi z`w)#iHcrAVdZw~B7?}_A?`9UXz^}hz;!Q@WaRL16vsIq?ZnqTE_MaRQ&*9YYe+00O zB_+c=e8@x>vU`6`kc^Exrfts^?1!VF#MqK@=Foh)!!S(ahT`sE)ntnmGDVnVRbCeU zTKpZ>f)ICugOzWU%aO&~4_YmhOc{P$GHoQHb_B78MmaHhMF*Ft9as6PH-2Ns(HK1q z{YrO*r@;%sRKXXU_%A;Rw-WAI#@B2qa7=7G9l~|DAHD=LXq0*108A_))0Hh+-xV8Y z?QG;}8a13T^sy`X>U@BZoMq~DV_+M%#o~w0czuI|@!n0&8}YMIuJnJQr=U5xQj4u& zNm6UAVRfN7zyBA+31DI6WM}zbh!YzJ7YD0=04kD;tFze;J5(gk%<)V_p`?Z9_bIPK zvn>fRVQLe{UewQ6T&!k7!t-)UwSiK?*ep)8&7*DG9CKHz=20oMj7zq2P!mzBd1fzN zE6(+Gof%CQX1%XnQ!kk?GMMBh}yR$nh`h~FXVa3f8r618( zrH~tiAfMT@1nqsp24YUppC_jw2>NUulO0d;-I1rCH-mSkI!k=*wG~a;(VYlN zipZpXKHtmA6iH;=B_ar`U$5NN=Hnc9ow{#0^1GVt%0saQn{1&n3ZX) z@l}5%3Fq6~=*T68_ot_ja}3B#6__PNzu>2xWhi9}v!AVbXoo`TnJp{ z^QRL=mO|i-$H+D-EEb+bZ5)AsCvqto-1m~Ar1q;1r=mzAJ>E*N=7APHQ6w1SP-p?? zMud-Fz%Wrlzhxx7b0T@Q_kRSLqE}w9NFHAX);(^T_Sb0S`gVCJun>bzwsQnjpN4Wo zR^eYqJAN(TRGlc^d3UJ4eiM(}8pE;M*DW5c$v!n%IPTK8K6u;!>UPvl_)gIp&}vcU z%lr!(kdxjq_Z81;)KZ)5{!zl@Xd4$Erdhw8W8UaEMn3RqzhmH(JR_?Qo$C>8@pXT9 z(JidBE2It{Y`|IVRDZS59hiGCh*=4w5HIOR*bO>kAIQOjFAi8Y*T4mE;b%_|-#NZR zck4pM*o?#ARphqZMPi2VS1%(!OwidC(!DHI%pxM`sOj0T{!-Pkt;k3?ot;SA+>gNnT>JqsI_@hqa`m!nLWQ|L# zwoc2O+}h0krs*r-1!7mZ`L{E_GGYc zLf1Vos-P-ka^bv?g2|OKc5I{aBLi|Hr*t=SZeY`NCaBf~DvK%2Sq#`Oi?(=Ku*kR0 zkTxH~eKt6LHW}O0%PBml^;0{tSSsr%m1fnUo>PM?o-SEnGtP30cf7a>7kgiNN+^e5v zvkOWFt^E-P^l+XOIRu^qT!acnZbK(Q4H{XX!BMK@Lr0D<^DBeRj{7D7jA_5SuD6W5 zZevw?S1(b>&f~sWK{m-d^IICk=XwuT@PT%@n;`b2W*AKeZEhj$5zpxcYEdtOo3hkGgOkQNnGo2Jbu2dmRe0w8`<;o@ujdCW;cm^TlPZ z)2davj?Bq1CnEnOViA04WTT)2SJvnBwnY#2Jsr?;`9Z#wdXvbG;~!v9QeyJ^wlyqy z)V@_WIrxMmTlKM;3-;d7t2ELBZLV#j!snzWRzZnN$8giZiurUSxTu}jKJ*i^*lTTM zJ?0@5-80P%=Bl792+~gDDji1ux zJ-aOA42I~90J9q(=uwAH&50b<3EzorP)UIkG#+Flrig1KKR9mLnZ-=Y&^w~AQTH|; z_#!9XC;$5~-6g9wuk}?onWI|qQ?bGoXCgZYO2wGi?cdK;Ik5*unr@4j>tUGojn%90 zeggGo)%sg>-P)B6jIN!oD{w$2$uDn3(<}?`w4v&K$m@w0-MMp~he+k_qoC;1LQh%! z{nFt*MkNQ&)VCw!*47rF`zyyn5(e`Zj#6I-0XMGb3{x?b7C4ZGQA5KD+YK!p!^K=$wA# zfaNl@g6)UyZQ!6wUJkFO@cs90Um1m3J1`r5Co#_Lu(=`1z^w z9`o`LtyA-N9vJrWO9s#-jK^foU)9l8`DRV@a#307eB?11L5*N@+IfUmW>=a+<-B&p zCUpCn*8r~Q#^6ITfFW1wo@CXXoW{HmRK%fUmGd{uo5D?6Qt9?QRbOGg9xK;KmhMix zZNBrt_P#G>dCb!ZM$)}H2aib#!Yifwl)X*!ox;ZyzhEZ48v}xH{(>jN8l3Y_rWFeg{EDNK{E4#tyhlxxl?82)>^Emprb_NAYHOFKg`ShH{&?( zX3=Yj^bRytKWDY>4KvQ1r~!L*qE&j%^6#k`6Q_j^-PT*ljQ)%5ZRtp>x<`=34+G!3 z?^|^5?%WrsbAZy93g!K@s*~$457hiyNY&nx1GmXy|2SPAAl99N1-HBh1$Vj7_1V)Q`*dFuMC8xxetFjF+T}i@^2J1=I9)9JeybW9$M^6?;c3I z{o?JthRuri-v)#218*=dgV5B{he{p|p9YRszJxFK7XgQ@Q+{B=SRP`|?dY>UHhqlA zHFiP2hmyB`&%%e2#THbKjKh%F)$cN(A@rD;@3)VaDnBXB#~vs5oY@~zvlEfWQ=ZzC z_G?uOOU?fIdT=J-M%4vdkCA+Aq#X=7E1vvgg_Jbr{VCsrP*t7x%R|YdJGzn1rIRV$ zP<|IibsDgEn}TJ3$k~uR!oIuUXM*LYrneeJ%=zRMbAU9N=1dl=3whI>y)@tQt|nB4M&PSm<1L=uvuG^SSJ2Y8>pJ>m@(Eo6^Os+NHG5D)bUNAjZ7>4xYY;?7&DrN6_CPcd$_SP_CSdBJpM2I3$Arl3{y! zWRLmY%wha)-@m%nqDp(eEYYA(em^adDI9xYfnQtAWiUG$bJuuHRyB4x*ogzyc-mSU z?L;&>w|lK9eAW1VBN*vd=MN~wNwMDAVe zqyqTu;}lI7^E`xYB4x{1xs|iLZLzE-#(!(dUegsErCPo!T3xO>p3=##yW!9Z?XvKY zl{aGhl&yIv>hzq>xHT~A5qv!gXk6O;-r73$pu&f2&Vz5~wmzR;`nsjpsrwzH$X@bj zlwW3As}q7f!V#&hb}`68F8SjuIdi%TpBaPP4CGZ0mm{p2?KT`h-+l3TxM`HOPYu3OKLtf6nP#U98!^IF{S=Y%%$--gMg>kq0_buisC5VPK zCjjp<>tEgMK)tYlYzNMX~Bt!_g0TwrE5$iw8;t zZ!)EjG3X{m+2$xR)En6u;<8>M_d#C#Sf6U7|WHT!lkhv9L@{w^zum>^Cz z_?L6tp-wB1J$cxI@TLQKKa=v{r^1eNOJ2p7dkoMO$cAQJHSX4=F4hy#-=)I*Hx-<2 z+b6GSi(gt~*tq~j{Q%q+TUSD zuk@0mPOP%ol;I;Ytcuz67TY>B?SEI{-%5Y7=zj{O7j{o59<#5*J#LGr()h$VV0EH7 z$@S;sKgGni0g;y75JCa)+%ZDIQ79*VcvGv?Jic!G-lH#|@f%^APxvPo60*sB&A;sf zP22t~Gf~DIHLq{1@GaN2Zh06Z@FsWvx$3UEYMXQ3p#jzDCKfz)xg3z(op`exyAsw7 zLECp;knXjA73GFp3O2o4+P^1$K48-01UAKSCbQUlG#18@&D9jDX_zxO-Tpo2Ar`jh z4Yhn`Tq?l(mRY$wNyKaJI$3g75l_y_wtn0fp2YzkZy*hZN0mEHTyK|b?q}1}-`zD{ zUCAfw6%h>zhK7;LAQiu4&~&ezTdQ2Qad+9@qexs+hmQRs7;9XOVX!hZc+C@4X*p?P z()PJNPhE~{$dzj-$^B4!r($n&k|A~OWk)KtUKqeW@G`2#Kc;i^M$^9kKE~Ou{R`py zmoIU>=~$ZFv&YE;lMD{`y`#S?cH)PtnHXF{Y{a}QogI{M@Zs1{QkuhU?6b~T^mM{z z$WO<4L}4YT?K+$KD-u{8?6awD3dl)8e{L|yD>^y?$vcEK3?}i^%xh=0mwY@Xw(!r4 zb({bd&-C(&g5ll9WD?~V#_}Tb)@J>L=3<+I=EK6Ae$eRt=4MsA_9g`mD*-R)32v4k z&eDV1#{UaV$LVyBiJwf8qEQ}%T9`_`wly8S$}X@D6jEX+0-bDT7OX25+^3s$_@h}> z&Sf6?pNc$iiKZxSgQq}LAXM!%?qF}A3Klpit1!N6u3??j<)27jC#ZCQQ0|~@D^yqN zUN_9j%qHC6FAc}9+b8lFJV@bQd{JMjXzQZ=X{Zt{GoEWceCw&I=hDeiCHLzC8ueXI zbOaH7gv>z<-Zs`iAzd;Tr42>$Sh~6@Ujnj}SL+QQuUOe-UmKLd(4rcP5T+7$$A8fE zm9cRIL6>G`$GB!@W@ctPW`>wKW>|ae#LO`>Gc(1EYi4GMnJK2r2X~)zy3@2us_xQA zrJf%>UG?502Fm7Xc33TXk27@L48?LpPa~C%BKg#V3iK?ncQDQ$Id$Y#pdsGhyCy%sjf8=*4`YY2U=tk6?_6|?YuK2a%F^yD z^r&+&@5uWZyeX4fMT8|x*4`SWps%T^P3sWB)kf?w#{nf%#dIC3%HZNtO5KiCb}-g` z29oyfFWSRQ>t5A`Fj}Q%Dcwvr(wy6=%+c07_FSHr1TxeJVRIG_b9Yn?bI-b`3{*_P zOdrN7mUGRTR}l%)W9t!6G)__L94xjUMn?R|A@(HCVx;joMYWBln_?;xgf`0|Rw3U= zsTKcyAdg1NPgjcQ0%LGPEVv<|WsqNTXx6R>D5`q{HRpaQMumG_eUaI$0<^n2(L1v7 z4^~@b0@1`42GB#u}$(^aKF@zvXj6@rc8au-G~y#qvi0 ziJ=!PWUeTCF%*%z!s7-;`Vxm2FC+?pUwj=+5S(AF!|4jU$w$eh4ukMlwFxtV<+LK} zf!ccwO5PUi3P z9zUGxa^5S21It}4+;vP%{eYZYC*wM<^g0#X&qrHvO zzH2_tLz_pi5s?TT`}MjU>T7;8uEil#SSu2xrffcm>k{8Z4X4rfdaO8#$XWTxd8h%> z!dMz*kMem=)DU8VZ+Od=%QN}Sz$Pi~%#I{4&wm(3b7MIa5=*JY8|`C(DCDdmzN&E{ zRS6JuBj#yU@7Us32?KGKW!lymfv#T*GZ=V$onQF6#8)a96vmAZS2Vktpj^*136!}V zLkmlWzwS35Ir30YzB)A>$L}~hB~}(?p)KNkFJWn&`&QVdeWvCV%Y=922ITLmZjl-= zJIRzuog)-z$Ti6dO|j9zHriLJ?8EXG@kDPlI5{wP_}WCtUtPoE+WSKWU%3X#au8Dz zi=ILil3}u{sN*gK%fP>?hhLtEe`OqpI&v%l|8J&H~p`Uhf6VF zyFs29qo2S!7b95Tc+pY=c&l;8WRONOitz~d%N*r(`cWfISZcP8i$yz<_Z8Jq&Jn>% zE|({xX|^n8yUA4w&||lc_wQgHGqCn74-mE6hj;X^jk#*Nspk1T3mjfv<12~@S$kFh ze9jH0u02Zta_#py9sMg}RGV(Qw>GcKfJ~T{SVwO*a)h#8Mu4*>*GwL##bJHNs@Y-Y zwKhEfukF5!W7X2|zhz^Nt+Mn8(z_mY> zF<%_-R~2N2P4^kpzcCH`rgljl)@Z8QW+L-r|BqQh4>YOnth4&#R5vGu1Y9_1|)U6`5EYx_WPg!0t@I=?0;J zTQ0CBlWN1cl@I99HAR@IQ;)>L=hq=-N|>H!{ki38-<%q0D&z}1*fS+ex24{}s@%HV z;-oz9bu)#4*m3mI5?K!|hffRea8Z*72Ti%ppChmVV7c!m3DpS2FHykiW3Zq_1 z!&|Zyq9QjKhY4ubo^{BPGQ^bHVA$`*4yH)?!Gx@P)Hq?$9)2j1($3_r`>k=pyxcr} z%ncHZlA@4u!i2+g$YjM-%rvj7pc|=I(x7C2!X0fxZ`+@y8^!zorUoU=S|!NXAD~#l-j4bBYh3!O(F!J13Mj5+NZfA zUxz0INdoT|J z8!%2Vm3^o?zAnUVxQ5u;*gZ&Zs4Ift_UuYQfV<#VuYY7UbNj<1t9urj=JOVg0Q1&C z!b@FQ|3{8>%DKNL3yAc!*hz`QJTNab(GPIPImgM2UBC$JlhY~2d$^kG$hZDGArB2> zP1AsXxyzb7>t0$_YDci7TXY-I_?|j8Hyd#v5BpY*d3G|d%eIL90#U^Y+BqqCOfa&O z4yP?%SXCSGJbOAfKV4>`dU!RDcunR2s7a#|mt~y7H?VBiv0ikGZgda838YeM8wmrP zjY&t7Kod4+agDhypF1L04%;oz%iYl=p8V%0@Zhrp;?r5g=C9AVRO*DRb8ng`P<+l` z&K)D#=ae(o@Q#^QIwy6|MAYgT1(3szLKci+H3y#|M){0N1la>J>7CwTdq#Xi2!z-U zx$14*0bFzQ!JvU^dwY6QcaX37pHcjgL?B6lA#uHs*W}L-UFeS?Pragjojb(WJl@FX z(9R&<-m@L5k~V}1$i_Y< zHP~+;r zRxcMKEF8E0$zvYp_qM+<^l#_CP33fKOF%sQ>lD^u&-ekTl!)sRr0v}j#*D3-2d-Qj zhTDi#X>3Mcna$KsYkx`gu)FnRXDAY>w_LH+Yq^cA?54t z;#FXF+h(Ls)n`Z2un8+qp7RxkS7hhxe&%4nAL~c^n|2c+vX*dx=WW{;2VCd9ZOB=w zKy29|-aWzSBsBtNL5n7or2RVIU%;q;*oep(yT&0XcK8eKX@(J;0z&Sh4kM@LJ{;{# z^;Z}A)NsbH$W?V~dBw0!b>ls7#d&VkGQ?$XhL4?0qBYw$&4n{PykWUzA6`5o?Rd=( zk-qg`9kADjMAhyl%lw25(ffYGH}~i?kA@)J6ny2ol+->~4m2}}MRvpx90Ic3)Oo{j zmW!VUN$XrZm9126oUc*l1WhOH(cd(Ai+6?N0+E+E_k3$k3l2*L|TUd&)zP`?Ywk88DVa#1X;TnGzPUl4gmF;k95&;lcl6%B{E0uT@O7^cqye|Ax2P zK`TGqO*xwUI!etVTz;o0&st2|{VUWz@$VyJ`~}vU-k=m=4Vli&nlq0_rPj*h=;p)s3_`3|=|O?Q z!hH)$N{fAHB3Thsm$wu%l~>2^8)>&dnWqQYRGQ-=fpLwy65hb%jIupxS;2jZS%iF> zdWt4pj4FLQX0PvMlPK)aAXEa1ADnb-R9tQ1G99X%4lVH{@Qe_zPvnp-}oH(a@*}!tkI+&P-bSemXDMUN0Mr= zQNJo(T3kZ)AX`Y?=77kPs^sY0m@XZcyZmf6i>CK!G5hh}pg2DQ8C&Ru-$~f`C-v?< zep1Z-mqWwp0yU6Ah>wqni=iWXlE%_hOiSxE4T6(}ZptOBt&q^)xl>U32fla-GasE0 z8yi!Hk(9TLjZNAwis;jl$V59F8XiZ40F8BNaFbb?@y6DNt=1%8Cx?yJcQhNpp0<4s zrNfR@kOPZ>SLWoRNOQpX&SUve?_~DC&kMZ`wu$J?gFxVBCXe@sV9S^EmhKz8mwk6- z!Pr2I9h=D2wuBE0XvvA&0LS$Z9}G$?Da^$V7NKZkQg}fDuF>kte-~FSQeqpJuc38a zGZ8nUum_R%k|!r8_$#(^zpr`$e&|K&W9yVD!k2P5Bgo;OyA0r`&*p;M3At5*!k8UJ|{xKd?CbiU3^a?GBgU{>&wk&<`7pf7(qAl5ALM3_REh zymn6tx)D-5oc!co@e7Sy>TGiHJ^%{b#(B>tHWI)}IA@|dchmx{tf1@diYi@KIsw_j zxzb@Y!q7eVcDVey1Q|8KpO9c(k!gIvb_d<sdNX!dGKrC?+R$eN>h<+FLU~^Jw1%QsAF_>Rvnw7_wtHlr#gH z1&>+7XcUHx@LkuMd~!nhNmFa?OFvA0s7<;+iWc!udCPh9O5vT!IG~Pp?3$JUfX_G0o$*@uBZ3k ziflSyd{R;Yj&{+%%@$!ja~=*h<{zuU!2S*$1 zC=jSv>80FD>#{NuVISlz>g|5(1J9-lR@^4~d05 zx}QV9LngcBwH;aH6kLi4ek|E-APLlXR zhynqrcN(0N9j}ns7alxttDf_Vo#hct6gkH+{icVlAul~WxWYj9VVvLJBmBDEAacvz zU^rqk$w9|tAl!SXhwbI_$Jc&xw)lXsC_WgjB&WAwxvRQ2Sv2!{C;AwRKM-lP*8^gq?tx3Yeu>STPxs z5^6Q!Y&(Gq94&d2rfz}F<|RWf_o_~~-bq&C7FwBBpcioK;lZ6Utkvr`SEBy%HtEG5 zqHU@R1*e@)*XxM{8;rY8-vJT4_X>X79Ger8)1R{FS8KtNR2JfwXrj#bVmiXwXZ3=+ z;~`$g9<6Q?U?{Ikg`EP~wyA)m58CnBS%W6X!7G-2N#bfshVRMw8AJ}$#I0Fy zL8*V4gqDH*Iryjj;sf0JTiLCljeK>#dpOfq-L=CHWMozF{NQ=Ht}@EHkn~p0Zf`Po zo`SWh@+X%C)>yb|_4Yf_P9EL1+X+`)`cNPKQfN(@yM3|4Rf&K+7fL{39&uQ|#t0zm z^J^6uf6B0~w08H`3Cnw*pdWZ%p0A;;;~Q3z(=%6iLi~ zGVb>NUTq}&uT^UgPbHd)SuJ9Cw*Gs@;E1j*!=1 zVcx$Dga<;}GSWC(SY2Ui{YkjShdsgB<^LiE6kFugbdmvjc<)F@&~TaT zZ`v^Gns>p=w@vQ`*dVF$b&|o0m{W*g`r7i}D}L^ddDlB-{j)!5_X%>Mt-U#N{yD(^^qeUX zsnwxS^DuYN$WV(D{()kHrkNVd9EkXk)9>j9!r=@_hIXd#=Ypy5m(}2`c8!CL%U!g0 z{Rv}{~QFwn%RvF-jU*?!7 zQb#xcgOSBaR;&qTyf}9O7F0etM*14N6#SZDTakxQ24!=d7IGMv8s`5NR=yxu&;g9X zWV+^I72|u~?_{x$%=2AaMcVzOFa`bKh%PbnPnlAlF?4Dc5JA4>{PNJA(Y>g~pcbkW zu2h&FZ-*=QSV9lN8tO(lrkErg$UZD(P##8!WFKQLhs2Slhm-o(!ZMnCf*_tdVWDxA z=CoE{Ah28or4-58H&XHxzJ&5nnBkQzQ#5zZ){`a^e6*p@&S4Nm{#TdVa?bw8(PD|f zVujV6jQyPuey|KB;QSwfwzgMf(#Jo%$u6;kvsn*+E_Xp*mf zw+$5S1d&|e zi%)w}-8JYvF0_WDF%=mutB%v7?UclbV9b-Cl$K}^yS?H*@TV1Fii5q32u;jMhoxn`OqRxB~g<)QqQiUK34B&Oh35?G@?4|IirPLSdt zsbEmyP^m6Ii&VmrT9}xnLp49Q<3uQ>#Rm;hVt2^34(HBkMc7$WyeL!;%Zrp~_BCCP zL-ISdM2QvMP!n-7LQ@`qT3`{esY`3z?!+P6ni}LQ0<6Zv8I_#$qpVFW7IBO!I{Ma| zO6^*AP3K(RR&dBk)!I^AEI*Y>Lw3q-AV?1tKsaGu$*)0{0@uhOLthJMXdn_!7cbVQ zB9bFDi)_(rA}^#;qDcDc;m%*6=J?V;se%Os2bo*NQy4s5KT-~<59unMogCFcoP>Pj z|IodZ%pW%^9cnin@F1G@8@zdSeI6#H?iQId&G)tjweN);I5B=$IOn}OSE!bAYN(a* z>*DRS@Dp+=1&H;ZXbEK={{NB3=Hlo3=Ww%g{j>k^aPj_+&%ya$b8KY1{Otc3!_Ch5 z-?5xr|DpEH$;q91l?8(j#mn|zmTe zDbtK?j9LDqN)nEb2}M~A3Z)K?w$yFJW`l(3FDOv2G~JM9zO-q!vGw3+gYinRGbpw@ ztE^tSs1E2{Y5QtWoaletZjFVtQP&fAv3>;}17^JfbN;D7UHVKlqG7r~ONM zTs4n}177VKAWlVK*>oVlKMHOm1#@2?fJ2orR=HwbNch5Um#fq4{_pcw!Y&SfZ>+hs zzmi|)$nn=g{aN_W^bgByHeljspsve!%kjX8$@0`Y!I8gY z=Zn@hw+s^O!nmi{Me4A-aFaj4q<)uj+=6O2s zY54^&(Dl@P7szSW!=RdiC@Vt>d=~&*T9rN1^pqCdeJ!#9Aw{1tURbf{K0CgRCCZ2r zGv39$Te#jl^%9s|uRlqzrY3Ai_(q!KW_*Z-ggO?o`WpZ~bgn}ptUh?!7`3;i=U@4l*YyE3AX`0trJpmnv^xNCNZ z)ZUl&A8h-Zh0d+R=JK&aX=K9LNzizwp;raU9Lpn)hn{YDA)wdFh3nqiq|sEfD|+;#`LGA#_bj^ytf6nmb-gVDU@tZBKdUt_Pd*vzKj1NzVFeJ) zUW^p)>P)j&5FALb8vT94e+Za1>Y3aA!W&GBnY1(Kf#dU{P8lu;NweUrPfCkHopOv= z#ouL0)g`PnwtUPS4+sZ@w`Yd~B32RhBIDD5F;q3E5yhCBDibov;3!u-F%86e{l380 z)HFY2GW_3v`k6C%v+G?4{%+;WFIQg}&o8dF_%4p)fKz{DN-8Vj^71h0x0wb8Y<9J~ z+u2uCGFZbieoIcBWMZagVaQ5I%1%x{dMftS+)$}pwOp|0woBF^Pel}hPv_oR!)4zC zI!BDYZMC~M>Ta$_f|d|LDdFJ-YhwbK_0k&HwDxf7jb~JoWVUc4-26$pa8`Qh<}o_a zMAeUxk{b=f-%}HdDMG?b`wAlxRoz7K z}K4!&t=!RvFDPr4LR}EL9*hHH}nJ@N+LRvDAOdE6#wj{M{8Z z8J1^yU)^_7aApdr6vh@sX~5VFleqjv z9*AsmoUlcwXSS^}N22*nSm&>nIp-BtzeAH6+0x#Cf!qBbDx|b~(ID z=T@$$DBn>)I~JO&+@tcaK8w`5qXl9s09#~lVWz3732~f1Ldwiv+qCUnJMWfSe5I3g z1!n}f*0y=r@KMkls%%eKhCJAJvX|L+jOGlF5N)$B`V0dhfHvr%tzQ6TTo7WA<)YQ7R?$@ECe_o8gvd2O?(h-M)e z@A#kvIW7dIKJgeKU>Q;TOf1$;amR z(!Pn>ap--vp-@`eVH54XmhIe#^$PH>{U2-Nf?O@1`l3k_me@vvTBFcRvuZ;#2BVY&K$t^>3vw z7z%&G)*#^QJvW^f!bJ}BG%HhjkUuJMMZooI-Cr650aJwN>-h_wChdpjW6qoDZgArW zDpzRAVqW+pG^o$o(e7dm`e*(GUZG9H^mm732ReKNpJA|QA)se5g)^aBT2-i|oKoNP z1}S_V!u?`R4kV%`zp}S3g`&uGne)F}LcK+X#&W|#TkyF#-wBAmiKN`=zX>NcEBVpK zBiFg217vW;{jg!gk!}O)hwyh!cWH{tozZuGRf#U^aa_Q_6lMoXge@76#9v>wE3W1H?r?IURb6c zvv_)4{&KKqH>4Mw$gCWWs%*m^(qLhCZ98eMmwkok%&2uhG^Lq)@~oMDVnrlpO4 zj;(~Eno66G5@VNmXk}Djn%Q_ss6`U7%7>(cH@tCtsA>pddw~c*G8Ra}=@Em9pPnxz zAZ*TP|CU7{7_8mKR%${|s)a21mOgu+2fQQ?gztN_X}~oD^ex%A(Myo_;cBcBDd$Ag z(PtR`bb;%W0in(wxP?BzbX(3yy7+S0^7IRUnrDj?LN9GJaQX>BEFcvS8pxBwhB8DO zgllJ@T*r{18&a2O3ft!fvVt)KeFGK4lwyV=WFX*Tb765|Fj45@D_6eM%q=5H$?-L1S88 zcoq)U1X-Gj2r|O$7)u;kDp?p=CRtRLRiaPOIY$|DHd%}*q3vHpf6I7<9qP_6bN3kG zFis##P?1f)M5q*$4wo6G1e7>XC^%`22*wj@4WSAK*Di{ZEonxIn=&{!)EA04I7Lh{ zFLs!htgPTB20;M|HaJU6h5>5P8!8rpYDWf91|e1vZsS<%Rj`j8G>sra{S4?cDV(B4 z$i?s{^57wV`>{g_LPr!KOMXJ!qTFTc%SGIxe#S0;OV~k&=_zgbB!31H_X)!EP$z%V zcxQ$>V|K}3!}Xo1kJuvgkb5(q>PB8O^wr8gGlF#Fo;mt}m|arWiW)Dli^fH3$S~7M z*T*ojh&hzrDLd9hFPfm-_-g`CDPo|K3zgkSK!hKIU9A|O(zWHnZ=zj9&%$tQ(H3eN#KlUJya`k{KrqAO?+ni}lDj6J z>k8`1Qaw7xyvNQ`bV2J=0W~5{QSfov4G5>Ni#xBV)U;wc6!YGzGZ`T8%)jy^yb!IQ^3`F>b^$Y8l)Ffo+UKu}jKAjzl zI2~0QCU+yAaw#4T#)0f4Q-}{tyE><$C7L+TP@;6aJUJ{~5en!#68*m~9CnxX8nXz? zdyMP{m++TFIq|lWfH4^PqI9_(iaQvPHx#X{0K)l~yqI1ESN%WIt}x#kI5F`NQDA&E zX4RDe+`ww787bvTj0N?1I~bhcL@{wPT4e%TB&q{MJ}87(ir9iJggw`T>4eW%e-x|S z{M}OB55TQSf~fe%%F59P@~!N!=Tq1)+7tZf6=hGDQ1q=RWlxkNu>UVoy|C*Z|#!4LV&nW887P2ko!-b6BR5m-0;ZZFyTsxw+k))W0^Lg$BglRDZX z7KnMqN+uHb=6+B(I!!Jb^~QOSOYtcM?06*zhYh8U0a*BElJa~;qHy4iN3m3pV z0Qx0diGN_;q9>q}eL}oAUGQIaHd%K(*?YD1#CexKIy@1tWnW(9zj+?4$3Ky8NBSe* zPLA@DZ-@Jb@PGq^Z;dAdpS-xeI%*}ma9;=yghzGkJ2rJ}r@Tzc+h+rQ9DRE_%rMwY z&41H4K!(kI6_ludg{oNz2rLu*z7_m218mRF&UZ&UN3r#CTg$G=eh{2q^D#ZP7YuPl znq1B2l(Z)1<7}dAVs3ixZJCjL8=4uqLQDD4Lh=WB>~B?o!Qarh*EZ+?Ll4r_^^uzy z>r?Dkn9Y=#l9?muOo_U3GtJMEQJU3>(UMl4o4Sa3lo%0Lmn6n^T=q8mq%AE!8K8}% z&3-Uy{)16>z6bu!+8%fQCA7VS(GYR|6f`lpg{%tvw($n89kUZ+HH$HUzK5xmjr2{! z%q=unV%Ulw>}}N6#^3ZsS(VWV=?5CukAH~$pSYwpD9jAT`1;|uutN{|FYu?59z*Vu zcW4u+lk_#Hi>4%Gv%lzQkZ5qh{Xi)cBtt{18pc1q;D=yExSH@Y#8eDxB^TQ3lVR@~ zJ9VK}@{f&Y#y!}=J0Duo?z5D9gpOIWM=dwpSLz4|Hb2IVJWs72I~4`XXBS zMn#7qYmpUec|44*o^I2{yl^d5{Ua5V22gYG_LcpHq?Pb#X#qUWeFCp1Nv9ZTQWO93 zjwldu>+t2AOJUzl>HW+ceD8#QHc^>cJQrmz>4G)2oG$9|cMkHX0}}kbIi_esdFUVae>1N@6!}gY^OzM^QL*jAi99FnF%VWkfda2B%6yfAsW?g$Y0%g`V6Ry&>2D z)Zp`ABh4U#Decoh01i;-hHpT`)In$~eEuya7RbZyFh%`7pg*yEG6UURN79bW(<{RV z&0~hvDn{xsbeobEdb(}~pM@xB;f~m_vPY|XB(=5a7V6}Z2xpQkX@A4l?RnU7;Xv2MBXd{$;2NE(}4b}HRI)!FZoshJl z{bpQr`mtXB-XY&nbrJe8>4I!`5wfm!=f~&wm|Fzqa{eK^qn@RyI$*)KPBJoQ#us`x za81(%d)0fji+(N3(u?EfzC-zppEGjqWwxX@#j7yg{A|dXbK{t{UO$l&LXepiR$b3C ze*B`5GrZQ44?JQain*g*L6O_%I*PK5d&x*+U7}qo#O65N&2b%z2vlvM=#Jpe%<2PB zjU6l{aSGP^uj{nhR$^$QmKhazU;@DdWLs_2n?t8%_)mZ4utuKBX7e)=@)M! zB?*Ezv*`*XT~cY1r5;P0N(GaG!ix2-`Gm-0J~dsWfQiDf#gg?)BNoi)^8Zpnxs;gh zcX#;`80~&c5Rv;McmK^BGcdSw$$2Mc1;tk{L)@4Jg0(k_L-g%m`SPG2+a=8eVZHtX z2`C&3GrA24y~S;6*?7%xNdiS@R?>ugFU^9&wVi7<-B3CH&A!bn4PK!J+8d)?QT#`0 zQmknfF!~9HK2#=ktE)c2zDoO6S?%U8ptjb3|DiBkwmoY(%!Gu880f=SQ$$5ei+-j1 zlO1{it)Qck0ut5yZ@Z7#)H%DN1NXH;vBa+O*ilp@5;8KlE%;Aq`QoggJk!rWGO6kH$@!B5PgQ|DvFnwPa%K^@f#9*_Xdy^GhH} z26*v(?W!M9I z#IG;`i({xFzJrjOYl4;A`0oZSnQ<~0%NiIqk?^NAqQmViNI!|<*HmQ+jW)y4fCPq z6B|f{-|yXh3MhM^Ir;7?pY6JN>vaC8_qJN^G?IKUm`ubUm+6z z+H?)fz8c7Ju0tdGrq|e5o;#_Uc?48%aCmwDAx%^b88!#@35|j!pSp4_O*=3gma8+V z@%oFE)GbgPtNM@TW^Q9^!W-2KR`ix-+307Z0ga~J*MX}Fc4Rln0_ErWrMxdN$>PhR z{U7a2uRzMtD(~sK5OnQE6e0 zZOJYkj7~p~CEB$!^)Q54-%@%wXTWkHP}@xd9^W?hn)kr-n9{=Eo9rjfDFU^Cmy?^8 z{)z%w{btvg&vOeJfB^b?GhiHtSt(aR!J3`ssslrh>hS`9U+G70?q#FC^kUcvaSQqo z>vtyj5r;G|f4?W^{OlXl{FISwY@Lcg)hW8~D38&DnW}G?&1;?Pn}kk!fN57Nh<2N& z{a??o>Tjbz`-ciK;=*$rQ3e(R#0vImF@`1s7p)Bq#vX5~0#U{+g219I-093FyY##! z{tNAkQTH*1%6XDf;`aICx*JGU2hohQOTs-7lnPFc zxnvL>$O>UZhm-QAJKC_PhpE*(oKd(;OTgnCJ!!ln>wG%XZCOPnvYpC$g-KaMY2rE| zkw`Y;#Icd9(c@$A3FteTl-StnS0cVH3Qp8eqfENJcPrF~K-Q#vzj z+s;#JRImGuclnd8Y4=i@vvhLXd(qVS&*`E5uJMn>-ROB*KVTBasX*&Jy#3PTjowAp zy6H?&Jx^Fc~Z zr&(QjuILADIa8^g`WHGCrpr+@4&e^`{)6`C^i$p~tMAeCYeFg;Xvta7(+n-K$^9l@ zv^1h)K?Kepgus^{U8GmU5J+3j-x_;7@6+C_vfhhb3cnnp%>1(R@cFyZwc%hLOSzRA zf2!yq(3H`S7A8Xe6`H^OMkSj^a9YRCt<&7Mg0(Czu#E5>`)h_eT_l`*s^!uO}cu8q%f!>c(!(TrATKa;&-D525TzU%;6+Qc`~s+rN78lI(0v+O*Zp0 zvI32Ho?_RZvec8eIcAKS%suV&z~}xq2*D@99)ADi>dBo_Gj3bV;0KnT?G-Oi?l*g?c1bpkzR=kG7H9!#d9#@kozkhEGpIfySAC+*K_6F0uKTSMmCL2DM~S1!FTv8JK+i2`m< zpI>`s(mKNq%zebU6Kli$bnPUX8Z%p7fU<3l&TSvNElSk!qv-@Q1@;^(62T1c=)STd`gDBP+ooKO$w+ zFy~tpEqyuFLRviiaLmSjZZpPHdf>z*0$rhunSH3L7b zY+tr5D>bg+dwQ&SK>-7=CR&BxZ$n|1gTWX}CP%1YT@HD>@K~&;Uu$ z^UGUb!uII`NTYg@{&{=<0@{5qy7iBUDA3=8Z^VJEEsG}v>590p)?8Gi@0|mF%KY6M zrpupxFeD`xXTd$b!hO8W`_1)vrC0#|-d{uQYV?oN;t=(IjIQf#OqyfPK<#|00+ANB zab@xA@UmW=i2k{D2cr^p+YJ!8DQH?kK&uGcv{|Eedof*JbwVFeAWeM^@X^R`eKp+r zp0qZ2;iE8?Io~Bu@2c4p@V?{NdXseR>T7=X}w@rzW|>|h`{(tgH}D)ls(Sy+?Z&4q;!j0L zn-@MfWUl6N=KV}Bk-TJcgX!u1F^dZx})J#eW$aKigvU~SqQ;mq4 z=4`Sevo&NHN4+FwUZ*peTv?0RYJE3JCxh>*vle8+fPs4duDQPu`(`sR@Irz zwChfuC$uxb^%>j4`Bt&Ip3C@IGP=Ag4@bdLSU{f6p)uuw}hQdd)hmZcgDYK6B98{rZA}D3eCb)E^_U z?CWWRdyo`5rGndx86BKInal8pEtBY831hU;nk zCBArvcj^HdBXQasFc?wV;@`FF;&~V7l^~+CZpoaq^%=XX zs=DflsOov@y%93EeQmf%5 zRDOE`)*B7H#e^qgw@8Vs2eE1G0lzoYl)nF+{}$qkchu;(4uOmdX`1IE*JPOw7+zwP@p@vK3E!h^oTVu2Vp2bVdIm7{P~UIhr5mG zbH^U!K9qW1k6xu?!)Cri!(U?t_m$8|6$@fJKeQPKTGh8pp<3jyadMQ9SJQPea|#(Yhv2LhgMt{(=Y3%j3TbIc}u` z$!ah3mHoCW^B~&GY+4uDX=|N}%Ii$qzn$4tHnb1SFHTb~LD_nQA^)9!E0+uQ#ADO| znv*@kJrV4=)xNJKtwWkCRvPr=eBs5P(vESCZrsbKQ zG3l@tY{|B67N&UWx@O)n+aH{KDtPpXkQp~o`mBa_K3CcpN5ij;cFGtZ`C2tYg<7*C zN0#6uNT;(RJhFPZG@G{ooM)O-z`pF!({+Rv%V6ac{n)Zb+LL|(owm3pSrv6|$=x-b ziN*ENy;i4~aV;G~EtPWRq^0j)VoT99RZG!lIGHTMQWOKeDAEVQkKj+f$Yh}p+N6*J z=>cz~bd%g*+Nx&ts)k{{NyG?Bkq_Fifd(Gl0=4M|%W8?!JpdG-{sro3kdD}H)j(L- zIQ8%GlZ<<;f_PIBgqdB2T&=6w(jkBa75~aQXiZ=pyJ?#QB~Uk{x_d*~7F)Pamm^=`cn_8-x zo<*_eb=9&IlU^F5TuV|KccTDl66{ zjUBk=*p)W8ti?4Y8Y%xe){>NEfhIrKxOlGdYsC4&t1E58>GjQOyOGv1jWYTwI$Ryq z)qLD%mIC_#MQyVE1i~M@Ztg_!7hT2gz}Bo&QKdh6pq$-LQhH;_e_OVF)X^OOxnh## z`#x{&1ZvCycBgomWRcHG)WVh%iu(q%RfX8Hx=kGsx!PhE^g%(NQ*wHTyG)XeZ|vxq z+e&v2ZKf(^oxd>Hr|xSEKf=B;?`woh`Me+MI}w&UI}rD`_TK+7b!A+yGjRSr4Qy(W zb9s?aj+%%Oc>iR#I_jCWb9PoHDBN%|8WhTPSj0> z!5lg74IA8PrQh$?U{(!G$4-cQ*Z>~8!!Or|rAZt>7g{ZjP9SxqK!k4)@d?(Z1|K1p z#;macu+#3Tk9$`bI=>)n`Zn2Un}r@heW3@c(;L`^0Bf{I(FITN!#C3Cd!4WGC6-e0 zwV|wp;FCC&e1H;o%6HAuf@fVQ6Js%oT#GZ7gLHl{av-#Lj8^G(N7}DlI2EAEqM( zsIB6|IfK26y5#=*!oh=Lbz9@URB`%|5Z|F^au>wAZHmQY2%-fBnoD4cbKuO4qeP`5@5zv_o|&{;R`LVZEaq}sT%bVVT1Cp6gxEhGR>(ViPPq z{@pC+J{_Xwod$sC$BQ)}6mlZmatM?xQ?i*IVl~y@dd$Ra-WW}F1DUlU1i^hXf;WygtKLW>G ze|E9?{a8+a$a$Or*KPe%$wdMc7ZNNZsBNMpx>=Tsty?s7MLP9o+&@=vc;=I5@Rj32 zAhew3-sDrlX5h)oVED z^9PqI7?7yW?JtNK>U7edw-_pF^C5S|RKzPts3jyZx z>N)XhrD_KHcq767yD82c`SK6AohPIV11H+gmJP{W`~k@e;ZB+R$$W}gw(C!DiKY(? zM@9@j-dPtbS5LB&?v|6DBF#NRT4+8QM!zQoL}fTiQ{e~05L(yVeEj^3^xgbjwGVyW zsE6J>vm>`aH^S_PI;B@5AoBiasN(K$Ybr33{kwIZ2&;uQdNBp@4*PhZFjG$*UH6UU z3Dct?XUyc6`-SzOx-!&B$>4QwQOx#@r)9K zGA)1JU=8v61LZgy;6XuBiY;p+YjckRaU=?l*PI*1Eq9uc8)avm#a~7^n`Pr6XPEc` z>a;0^H)U)cylVAF)+q1KP^)p-jJ16$9NyV=T0Cph>Op;@e7ox^+w*EF%<%-XTUn{( zq|V&g<3?d|KXzy<$z>&%yF2+|b5V?`7&T43t^O6ITMmxmz(lVF&B46~M+u@w` z_VLFxSR{Y}e!LF)`=R;diB2TP2Ds;I* zd{sS#qEfy79?@pR=K> ztG06ua8czt=c0+0V@TLke(bF?i_^xK!pkL@Wlaec@6NtA226Zl{c~ zlW+eJ@6>*)*p_F_zO}+NA7ot2x@jj}81Hy>pOu30&I2TViBriMerx z<_hdP3wBg5pD9~RT~&Scq;2t(w=nhkEl`EY*)3Q4hPig*Z`^b2s!veAGn!^Mck-qW zP)45+AFjiflKR`6oK&(9-7}6~eT~(_rK)zAz7zlAoY~`|=g}uc$06|1%+;menLnNU zY!#^%&+h-tRomLHaLLY$`=?IIRlGR<3+#7wV^b5{N)*lS3x>kC*_4i{0&~}7Egf>C ztoLe1z3Tnn$r*npR0<;IPYqH&p&sCE0SL5Lgik=nwVX?HbEYo}86`7{nbTeh+#Umm z0LxPml;V0XE*xvUtNuCj)O;KD3OePSy~y8$lLlRgFopyWk1bBsCt8^%!0x~nV?QdN zo^@k-CA6{G;9kZ9$5+gPz9K=^hHEWrlZVzKGIF4+vyRF5C$^Yi0ghdZ56=9f02P(w zt83d8u>302WG07>f(hedx($O_`{vrhjepv*zrxG?+gd22EEuTa3tlexfvqE*A0sop zld0*{(fD?XSO;L-i};P;m3ZiOg_A1^Hg2zOYFeP|1+d3|@*?HlEZF3MSOqL_bL6Ve z%8yYHqz>vWxIwo)W!o8=B@Ns;08r9=3=a)vi^_LamROW^opixcRq|ufi5^PvI#yXS~ zlcRe#_S%7J9*0K)^yCx5cto?s3Xg?J>5dDr!H?LD%5{8}Jc@T|aepyy03Au8i$Y`y zljc6Gwmd{CJm?q=IDzWEEHVh{?3~v$kg7V8va3Tzr?K)M2wfki*`+(1+pByl)>eqk zvCV63^SkkZ2ie;qO*b_tB;f~Fyxg{7tj>>@SrK`ZjtM&A}BHS<$*) zu9M#mxU=N8!%9_E?AW^G6XkcC*(7%6=F<-@6f$zg&5^Ag$}7Y;qs)P9JW(Dt5l(3r zth1xF8^pbZt*T*)CdQ4MX$Nqn$ZP>4Hmz<=%jK}$c?A(;gBq(#T4t5OZ1biw)@~`- z&fjy^b(GA6&#_5t010%(L%*F9!)MlUeyOX1>*3G$DKmoQWgt}dP8A`FBC*<9n)UUy zmAnd1nOiQLg!j>GoD*qtobb!dY%9xYyS4e4ga`75;ypr4B2{6uHi!U+bAniIj+qPt z2kkbz(Zg28jid0ydq202W421Pn_<~|%fjR9?0?n)&9nJ)fWN-p&c(mA*?jMP!lx+G zDn4mmKV(Yhg4y2C$p-Qw?b5#3@XZpat9#9!A<{WLfCDEcA33UFoPVWNcuL*4)gQ?- z+CPeCF4GBqc_{8}(XVX%I67|`>+5}BiAbJTw^5iYAYWfRM@(lrQ^pQ9O2a?wnv5sc_zy=!<&h9}0+E z$4!P1GuhGk3D&AT*3{e8^G(Na4+)gk@{+Xq#i`-Gb&Ta_eARcFI1b@Jrv3htM#f6vy4k zL$|$hW8k)HT~%FA&&F)!C#KeQ$}RU%cRY|`E!Ma+$)u*G68Q*WsCMu3_ds9&Kk>}S{8Qn zx2a(h;3;;2FPMF=n!PmM_&aNvvm%?mHrRMa!6I5qxNbtz6vd4UlAJ;dc|DHaB213s)yE>#DM5t_ z8_qIOwe~@+orngc_VGx2<;FNx-xa9V#(gwqA!FxPWR7uu=3HTIF3PmsP^9f4z(@HO z5Om=Xg5d%&ZRh!f9fHy<2LFN9ZTodX9l2~auLXB&!?3I+Fw$#+v2NjuHoF;nm^0X( z=%}0=g)~7qW4C?a21~Dhzj7flGkb5EAFY~Io4ZMAn3jp5 z&kR63C>XSE8EpG4WOb$I<%HIHUAjyLkfU5eLv6TGq7C~dpGZ!sYPF^n{9bf-!)-G^D@?C9C68aHZussy3@8H+dWyb6m#2sl;}Fz*1}*D%|jIMdnm5o&_yr zL~J9wkCx;+uaHy>LovWtuH!rcyE;%`QSv}gG#IQ%zOoekoTheYEv4~RX#CLzKDfNMoWm~j5nG9SbZTp^Lkeo zZXUOow~=*}Hm$GT&|;)TawRqgS@>LlSJ#M)UV2>6yuLRcp;=0|o9YfLD9M6*lJq|S zFvEK;c9@wmtYok_zpN{Ve7%L=_d*^QX~?bzz3T{loG*%~N6&CF6X%?#&mJ-p)4F63!&r`Pq{2jSX3vQdztEPX61dag5kJiP13I8+p|AU`9 z6j4QZI8Ux9QHCr-savl<8lPKP!20<-!e?!(hdk2Fj=Av87Gj(W0^r`7zwYYp+opNfkSp!Aa-xGMB$lOH?-0a9CZC-6&@OZnr{ zj^@oa3NwpI1_Y@OaK(<^Vl#~@=?8|Kvx*R-6h}PrXSlhE57d-D5m^{z_@kAMdPP+& zKK~|9PO>=a3dx!HH#dkWJ!frUmFb|P9z&g}_+giSg+CXqsFNk(%+wCaNqClI&RF{4 z|LOq$H~gRI2_n=vGK<3T8_cLh(T*LrMwjRlBG`fgPxwHF+Qxi85S} zUXX1dn~xenvY;d%uDh5Lwt7w#wWm6Az@$2Or8)cHUpoJZ>gX2pzkwjXeJq~|N@57xomO^PugLYYN5Zv4z~zaVc!^?5j~_`f(DWg>b=9%{%QWP3oxa11JP z#jzD{<3m`DUUP$OJ{vTr!Q5m0R|EaBIQSl*R>eT1&Agv`N)}x$SU*p>!q%{*5`!aj zkf1{Ws@^(zs<|6rerh5ojbu$S2C5eEszf}?qk!E1H9PsmVT+XC!Eq<~Sa|y5XU!RL z)Cwv^uALcyXb17nG?5J06hvXq1))zDryhuHLhd5|m0YZBJtjrt%|JY`K`jhA6B zwJB~vW;s4;iy;>HH3_sVJ+7vRIj9WKsDb8m{gqVajTe95f-0Vgc^s#}5qhT3)TL;w z*$!Tx`&g1NjEmTB6#-^4q|wJbJwbwU_Yc3sxH>C_AQ8kHe8d|2WkHjkoxmAwC?9E@ zOPtfI`CJB%cCam^ zc;y%hri@uEy|pF@X^w5e_Gbo==987>Z&@WU#oC5tyEMEU7mE6pJU7=n9xhPch-8ah18GCYueGK$PU6h&A9tlMYvSQ}i|F`QQbd5>wz=fs zE#A5ta#}LxYkcurk7B8JUxaf9+Hs;Ev-5`ie zW!6xu;9jCRW6{)*mWT^roxqmUuZKK4pZDrgPp8|d0xRx5V7e!vY`y3qnKj_3^G5en z76no1ek4hXLYHR%3@G4xaBN4joWh90Tdy24Mt;L!gq#Rl)kPg1x4tBuv17ZC+hr2M zGKE>So%mg^Dnn(P++QDXYAJW@b-~2p2p(PHwDqShnVga9u3#Eaxxcdll5}SiggxL! zQEu4A1yy*&N)IiZ4yNdgeU0l^DM*PIgiNrM7Ju_mSAwwbU=DVEHEN98pB6F;-NqMX zyv0biXXV_CcrFiwZpkfzH{b&Yya89k8C^e`?+n)ydgxg;43u;kYL&DTSx9(>*nN;$ zMKo}qCPA4U>_`O|HDppX+$t1W|E(hn`W@!oidZ*@i8vqoPB8Koj+;HmTSs3X^;tdP7yl5%_U4$b(`@!H76$pL@$3L?yt>G0~OaDZvMM$Solr*25&>QS)90 zC&tL;@dm%!nnN)1>a}-Gi%&$Je?)lf3?XeNk%G1F3a1Y^YA4RX?%N_PC&q#k^2Pmr zJ~rWq=7*+R1UDaU;10Vvu|oQOKb!@oZI|>GZDR7PHLI_g`6qE3jB zstgY{*P5UgFTT62Vnxr4C1;+;r$ULAnon*&9T0LBj7U_nAj(LWA5{wD-5M2Q#R(r~ ziGKH&;9*aV$(JKukV5{IUnoHg%6PU`(1fWOJ}fU?YP4=j)yS0^Ene)5%oRhH;zwPU z5nTfim>dF;Aj}RcVTo4yO+zO}vcBxhN>W_dCq@hFGxaAx$&3snAUn2*FgByAYNW9q zRe)Sgy}+U@J=}~*KuoGQF%Ln6K5z73TzP?6LOr6oi1sJPWk~*nWrqok)RJ!lobQSaHatf&Wf!Wuclmv zBcKzIAam(jmLm%yOo1eg1kG9}^e(i*(u*qzYB=v~JX6q-%;!%q^aK10A;H(n*s9aJ z)PIXgNst{+Gpt5rVHAm9qm>gy7i7Ft;m#X*C@xHtCEB?1;aj2vVTtNWmLhTe$eJCH zd}eE@B{A~{TRkZydM=O3iz``2N?d8OG?UoLz`l%nDXMlxoH=qF3<}@!hMM}{3QlOm+t+3!lR|GXdhb~F#;79Lf3 zVJr|mp%nSf#3WzC6N#9*j?n;eDU`W#9W^L0n9>MkSu1xb7-Jhzi0&0N>S2TCA)5D-A0`?wbif#uCY>kSJdzKm^ zrPY}6I~dco%hqWB*NB`Ltk|{)bEHlP*i+i&$dJ;ZcDgAm{gh}V4~J5pIkrpgcmUI| zfM`3?sU?WOH#;-wvPKx1g&g1x&dh#>-~c`hqpnS&Pxe~o{IgHHA; zHzy+tE8rRu*p--vi3h$LE*epGYG95V*mPkIxGm01?0sa!Uft)z|J_1nr|)oS@9cIv zUem(F(b^sg<|EXvq364vXaS9pjd2A7A5kjM=fKA+)V@+uAbn)nt=3Ufgqb3x_;*`$*bH;vf_$2?ugT9s&h}+^kZB zR2ES4G7EQPfrWdH16qZ()K=$M=={R1ZAwRr;e z-wmhm?O9XsPSc+_`|2U!zZ!qr1IVo`Afo8a3(yP* zybN{W!akp~TGi689ewKcseXzUQ^~dHS$QWTYx`cesPZaP0cpz;224U4d*F_GJTaf%nORTwnQp*!F!9?)u`||G?Sjg0enV z#->I%oV}p$ZUDE!*lPp3aqPx`UL*C%0{v$)eP1_$JpuUE4@}!E==Cb_m1^JXhmnq1 zJy0v0y%mrf#qKlkHR>)t_!fY5cN@CR4fGn+?*nX?557$wWXld@;|DD22KAsJ5WJ1P z?+MfvV;2GR8n{mvY>OXctI^Mkf0qxq4FKJy53!{V^a3yN0c`NuhM8(b(^n0&1+*Ij za!u414SY=i{BJG2AoYF0_I)Am=0I+(0>9|5ZCapx7-}I_Uya#`umR{SiLK(BEhJu) zUzFVhmF}9PmN^}tx4o2!YjzNJw6`y=vj?pD(*dMcN-PyLW=wajW;0+S>c(K``E-CkT|w^X~F`+da;! z#u$k)26z>$n$GV{mjQMfF-ULa<>Dgnbe6H*zo7sA%0Te3zY@0kLsYKPB(=uoetapO zvP`W-XOAmh1LHBaiUhc4=gF%GMTeNp;f-v}4*WBdMFyncd3-4!;r@#g8!7XTkZ76$ zOO%!whyxK2#zkK+wnP5Pyk$37b4iRWFLKJjLYXtUGdXFQxgcOG*z;qoK`f7r5K^v3 zr1ck3>dK03pmw|E{(4eI{&El&tr9%lDMBq>2n12~@P2=t0H+bu36gMMyjUI>)7tsd zGvYRcEO-w3tMDjeL`LCq7wH$6F+NIO!JPgT!(D9Fd|ea7wL}@WrA;(CLoIA7XUu$= zU#&Q+rSt+bshi{_MEaWEBh^`q+C-LSPRpP=jDu+uXYTO%`2{iNYS&NX zG&->e*GWrjZs&2JYY7orQYK~nCW4br+6wI$^;%>o8{MgNc~OgGzXr>JBe)Ip+pm)) zfpV_E(+%*$z2kA5QzcjAVwq8bRSfhO&F$&s$IRwx$_AiSpGSQg#--{$1W{Z(jGG9P ziTP8~{{8K{i=clw00orV>vYYzgv-gak7{V)u2q;&Bn`$z29p%#Av$%gAy%rCHoR4V z)M|x0dkS{g&qY#AbLQ;U@t<6R;rZUw1BTkIhviuB={vSit)k@&-iHTH9$wy?58c%dzSW2B8^F`Fj??TH|KyML&ja_*4kzUJ|E|`KEo)I@W0F*7ZXS%zTUB1R zvH{Ze1N(FkKicfNZlH7k9K~H$5bhrm(3ZgvxGBg>!*8C|yr6x5fDpV(aa|;#v5oHd zem0%0j)YbxAOJ!lx4Ayu*h2Y0l9XZCR7lMXmi|ampp%5q?f!z0h6sq-7bzn$svBa4U;#f^+%G2}=h)ASB2o)eWEv&*YwFXd8ILZPJ5ul&cB|8%QZ;Cr0XzH%^!oKg&#Js6r zj9Ca`Ab7nEYw}ca?%YrQk1&B}KmeDQK{4P2Ig=8v646ww{a-z@xxCWi*|ZE%1i#EB z8eDlu4#e%q3+=Gk^`-6~FTE6n@Ud>1g$}ASXU7!V#S4=)P={Ks(M?CO`380(TGq>D z-7s2y8@*E@f3&!B1bS@gyd=~=*-^WA7VRh{4IytW$$grs>EffCFWkL1b^u<6jUaSc zbcLJiGa{FHTB~0ggTmLn?!E0f$pnf$-A!HJo%ET=nR|Qr76oaVhS=*R+ggo<=7jZ) z0vy zER|nSP8ZE?XOqSqp*|NN8cGGNgi%0&*1Q53bnp^N5J5SzkE4F4;JXOQasslS_7{W5 zl;#qgWFzeboWQP9j@0a8QMh8Ff}%=#ijsPgz`yd$(FE;5v%sFiO#!8assnLf#=s+{ z1i`n&Y2oX{eHjS?K!zZG;D1g{PsOhOwlVG^+rO4-ll$uBBq^*%e_;DJ7)%S`K+s{b z>QO}8Nr6f&_!YpVLDhY%I8ve-!eN5E@0b9gH+vO^?e6aCqxr+WhIZTmffmmY{?!om zdps$9gDurKh`(cG@dg+g7_Z>Hb&oK+7H5Ep)$6s|I1&e#VGdR5Rglpu@aD?Yndb7k zX_f9$=0AhAueR%|h_ZUF27zBA@f+!;K5+KX;Y zQO6t=E6up83$@bq<+-)qGNUzQ8bkQploviZb_i_^EqgSZaRcg$jwBSZ)NpVwSc1kA z$_?CnY2*IbgE{hFD2ELWJ&qTC zG~oOzx1~O>@F4g1GVQ81H&c&MMJaO+x51^GOwFw$aQLTE!zX`bd7xnw-!sv-O~j`i z;$NkjT3HD9%P)WzFmf|NnD@u3Vl2X>fo)sJ+HG!s4CYsA9yA2d%Dl*@cvpKZLmCvW zwmgSC1}#2C8CKBCE&T0JsP8E6Z8;dF5s-%g-V5rAD0swc>%l$0aG$zN%|GdyDSRP~ zMA%;PPyx7Ati{!K%g7fwIH!1w$4#|&1u}per@1YRBpTr0lA}E@SC~CO)+D8wUBxNK zO-+(sOEvCulHnhllaB#8Z6N-~2X2D@PEs?d|H^1%dvyM!n`3tb*?x69>gv z-xFRCg)X4ACTeg}CuiFTpz=cL%AIWkHa$hXhyzj?KxB38i^}V zJ*FINCr^-2;%HC4lTs&-vgfqHJuw+`uWGp$Pl6l4G{JRvjGQnB-b4oNE!?MACm! z3b)nBuh5;8)NtZHo+?Q5*zGK4O#HpACB`*x&07u_>F^hdSio!tU<`bP+wus=l&Wa` z5|jZ6y92u0dYOs$2NfaCd#xIA0L(GiD zb(Y8nr^cU&7D?wGsgo7alhwz>E;lWc@?a-3xXX2M`vq*>sNB-w$3n@%;D_>h{dBy9 zGg;C+YjtNs-E^|NK~6t+EXGt+79jJ1#shR>RahOp(xifiMxB^>XQ3!~MkwUX&Ml`k zQJ0xPbCC48TcJHajB*j?ou9x3ig*fR%F=mfRo7RGf}Tn|4Eq-oR->zHu{a&FJ=QK9 zm0s@f%*dGD&DP693H~C@otWO!o??~3-poDF(Ee0Y3#B6$)qcUL~N zYvm0)kgCDfBq!#P%_->Lv zH(mOjD6vz3WKf*rubG)B@kyBaPywv>lH2D;4X6_(92veo+Bm%8@S?=UM5}~@T4}cJ zdOSu-;{db``s&xa?UyC6j&k3W(fcMkiMLDm`8M_53o|}aOc_kbSyQ|k%OZ$>9@cID zCcy=aXd@WiUN;%S+UhC$9u-Yea&WRUq1D7GM^uj>X4y_xo@pf^#`2erRsbX)hoqaS z*RNLA0%y<-@~d0rDv?}R1B(e@t`0pn^iwg#ot!g!pIy#{QD(=4iOVqpvFAw<x?F(xYKp%1%7OAMDvB|e$(~1ewVRPP)&?Nj7qS^ zqo&C#PBW5UQ@&;#$B9st#DKdTt|IN>h31kf3w!}DWmkwMV#3^hIfJi*83l##ybvU%VQ3t43*wR~j#BMW$ju+yZjjJE6gVpf*j zTirqy=PO}?o2O2hY3OJDTXExS#x~BR`*nf{J=2|llBeK8-9Ur;2Y~u`=FU>d%Zp|2 zAQQbsyZOmSi;Fj_#&~(3d-8ceGKg|ScMAUbPDY>5B^NDQ4AxGq@>*MCKV(TY^9aU! zEEjKwUI1(LVtoe=HiJ%kV22i3fdl(d{}CdMyn}_xzF;m91^Uekvf-+w zCdJb^xCS;pj3#7@t7(G94k+mg$4(~(LTG_x6+>TL&yIugiWy@VT;RaZn5?7%jpe)D z;5f*FGO`NJr8YdH5L(j-{4#~j+3uYF?HtWnX~9u;&kDj67~ps_L3AxhKgBl!Wth|h zSN%=E&NUlLELs~gC;%wXcZ!g2lH3(&Xrpl-yM8tLi&F?VU)vT#dEGb}i`~hb zyb{aFRv&BeO8Ck=n0miNS3f1vuqCb&W$MyFQ<`fRa@?tT4?M zS5WLR)~GbhEkBsy;o1=E(v_-q!er7y`xC(Ndm4B6q_~3rBCRtV_{13ePVY^&7=_Y#7}kuuiSL?YLGv z4P&jc0f;7N&AN=3dvR8=RxxuXiCy2v%JF5EIn8J4e0GGJq$wmgiKlbt>zwRQEM?;E zyq-<6!LaaVVL3h-Q_RH7k;m$-JNn>$H*LIsqTR3esh5CzWN3%#QL6ivK5O^m?`<58 z9P5ht^d!!*WxX>)1;TNye82bjP2O}Xre-7515O_Znqu%5*Ec9n3^C4Zo@zY{cVGPr zU%2I>zTG?u0R)c7Eh$DV2E;XBL{7xWRh`{yG%h$I}@iWK*mKww}Vvni_}V1NS| zA>tnO&MxE_5TXM98TAs-I&_VirD@j5+KalEej40rayF447)RXO#d&NB0A>E(Ogq5PTUWTo7&2x04`jLH3`QK}#2ixY`$c??m zD+n6CgYs#Phm!%))47}X=yHZ6@kMHx;M?RbDUSj!s!HAT7l*!PE*ve2Fc~P12JhMy z$;~^UKiEkVB5S8OO0s^u%=d^?uMGKTKUA+bl&08yeX?oL%>DpF=JRQa2_3X)y6YKj?-OM^=tP%+K_Z_C8ke3TBXr? z?a_gQqbg*!QtqaCm*-B#zU%kYd43=g1NPGygEfI-`riDDntfr$Xq%@N%{=m5Tzpw2a0V}wM- zdQQjb-Z-ul&X7jr%+_ME=2S_JOed+`I9CrnPTmU(Y=A^c4j(ry#UM4GK8+O>dDCs#SQ}vUZzlLG!}i3cQ+0W?_@eo5 zOGRQft4N&NCYV?zOh-lK@OkvZk)Ttw5}GNI+nLKo8mO#ChhLzp_u+Q5EL0 z5WM>gvSb*4`2#Fgwp*vFDJZWmN=X&AlJLaVx!!t$1q~bO;JEx!65!<$snXuA@UWBb zl#};Fh)F+N5gmV#vS+H)uN~bL$p5}vh&CJYd0jf~RD4Aen@@z&X#phqNLm~my&!ac zsfxGlqy$j+RV+Al6d!EX@2V{kwb=w>X(fP&Gy&;gDbk=55H+~Aq@466|HsXY@= z7W`C~FgU!cRn3)H*NZKcp3?uc@cPn5Ox6P4x$F|iGr<0UagsVtSD<`vBYi2ubb9;= z2U~`8=dhz=`nCn^A$E!*n2RzclX$5(>vSbeU%+a*XS+V~>g+{Sd6!|*qsF`A6Vlr# z0VRr}lmdYFNd<60!0b&W1}Io>{Y# z6hnRcrIB=0^Ed?A#J`QGhz%+}+BL^cT7~aitN~G2XER8cW9T!WM~KSQlaQq$2^S?{ z+fr}kV!D++9i%(DcVps5Tq@m-+O(&js#ODUI)#5(;t_8U2|PnGn^VYhE^7!KRq1`G z@BgE>FAa<0YT6bRL{tb0%nX|bj3V3g-aUdFvKV(j1yNZ=5m9GU5F@5V9Azg&BR&x~ z#t3dK(Fie!GB7|~;SmigDvVJ{ViXh&apSE9H@dm5@B8sy@BEwUI_Ff?sr#-vhta+| zB!Bgc(%c4r(bN31BX>S-zjWr5TCe{Z;{ND=W?DMg{^MK|NZwJ6t-0Yl^YJ%Xt#c<_ zIJayc(qLOUoeda$>rULa*ME;XbkAY+qx2|Gr|Wn2j-&lLUQ1?Y-bm3DZi{x9HZ^9z z-OSmKURPE6t&co3@V-hKS!s65=g6*#p>skJ@LlG4*=Ni@1K3 zrjLH<)LHYyjp%xlL|+=sa(>)@nhu?{?~%@^;{A{NizoD@@vPHMy3TzWy!cNiT?ZYV zRaqjbZp)CVAz{l$_(p`UTfJ=M(yUIYZZ15@Lv)E@q!U6qp~xJR8H*8P3CaOMvz{Qj zqkDZY2Gva+={^aekx4QbNXXos2se~)nnV#EPUK`6=7Ez4jgnZ_4OG|u|4XxYG^RUM zzb{Q>tr@H9G=e7K)fTHlBZnBcx=QD)mxoLJeZrSWeV2U|J^~|XGV9z}T}y8a=hS?p zU%D@Fm5~S-umnR=;> z&PDVODj8{KBJGV3cT47=J^Nzy8 zr5j7uiUfv08S-0juXPUBNmAxgp zA8ATdXYLM}AJSByoD^m-IqJW)lLu9lIc7ijEc@p?Bu=H4<(gh*t^CAA(IJZ+Tz!~T z4h#L5v#7Iu>dm3g2C3Gm_bAch=r2f2wVK&Yl(8XdRGDvzsgq*H*|g-akulK zZ|B;@%}Wce1f@$I#~&#C{daXiuG!ZX^E#}iwRu&m_iYfp{WGxRmu1bv3$oZf+VJpx zzAC3O``=HvU8`}s^rKtkwMwnq-?IiiuM*93^s+g+WBc~G7j$=AJ0G(onw_@X|47i~ z4d(tKm!5umKH&cJ+~%*8p5YgMd=aUPKL31gw4d90)5T|2&p+5!@3wvQ%d7SHu~mm} z%vV0R?^dICzwwX~ULd}>X6w#?JwXxUatfEpy#Dw}r%c*jRv>R^aocCDEIZ!n6(X1H z#ZF1SwoBbmh?L>!PSYbcl_`_P-(YV`P4}K;XI*k|9hcWSUAB9DjOmVMn=9WHjd-?A zWOmX^(*J4P&x4<-cc@eDw?F*hLC2ZarzuLmC8mK^3u9OK#`*e3X%xr2 zJf1aZ)fJ~w{9tQy@rAsjadTg> zUW2Th9ix2n(~qpUpqcyABHJDD$0A>0Q|JDT{9G6&u{|1NuUdEQGC4cubYzx9x#+^& zxz~z(L+Dw*Y*=-%{H}85wXBf2Y39+Q>$@^^W38o4KSv(fx%h5mq~n`aN>Nt9+qn5h zzAiM3RGDqIudg)7%ODGF{>-tSS3cEWax`o%du*#&L!Y$TKFdR$2=}mKY0-tw*C($b zCix!ASkjWXsLtG}=<|RO->5BVMFVdJ<5B5OwT3H-zBr|(8qEK$({Tx25Vh^^qCqj0 zGaDqo9Kc^xS~pnjDHNqwc{dns2pc{pkXlqU!EmBzZFM}Oe_O6^=xNkm8N!&HskL}h zH((=MXXK@oTgK}!Ln`F1>E%U?VL!!Cz2^RdtCASg(P8>C%V%e&uR$!AHV@8DI)M%x zrm()O(NC=uXJ>ee(*}xD6yl7ZcO{G|=_3looXb6SC8sDPheF0WYoacmn|@J!zeLZk zdFsOW^(E#R&EAchmMg6CtDQ=W>E{3vZXc6un8=Rkh2qB4(t+OObc# zTaO{C*t)ZMAtutH5;Ap@hlz^yuCNPqXKXCVk5Aq0lVPAaOv`$ow+lRpMvA+iF7&Qw z393iBpR#qT7VdF7%=O*j#$g_R=IrjCJ6WWG(H%C?b!S_GOr+gk!A8`wDp7Jgneyz+ z+1jo7QbeZac-5(Pc;|ByMT#{kZ#@tdTX%NK;&!{qM+-9UT(w`9o>`t4T2KFJaXYou zLr=AXb8ZL5szs92U7km6;xfzimuvwmyi@Hw^=y-k%W76GriV(JQ`|jGY#|hhpR_-qF7vcLSZrXz#j4FFA+wxw0E4Hk z9vwMX>;9+-9*JG3@cZfD>JzNBBIWJkr%S}q+9qm+fO7e8;RW%zk#)5 zRB7H75n-HLD^eGGa86gXtZ1iBOSs^|eTDJGh_JPe+)i|dq^f3Rf1Dd@{$N4%5C65i z4f65eK+WqYrG5Vkxrt{kbsWh8JVxf|{CR+No_FrN|3HUO@>ufR*~6CyM?cyeU1WGY z|IWb!es7AuOsoCOMJ4-wKYD#Kek|iqgT7N;UyJ=@K*;2i<%b&jTZ9dYO21UAvmj*J zNskRtX)z50Z-p#~O0X*GcdGhMOX{K`m$9MrT6JJUzYU=i9wlrnnsBEntwu_i{^&s|f!T1~7cf3bAd{{J5NH`e@0)BKKor?8Bp4_FS7WNC6%n}M0usWj=g zHoZGluVRg!G%bot&1lsbU-__O@V+MBxcGu1{UEJFT*C0yarVbw8cxuTew{RR56c0w z+~;+AP@BbDyMx~*v28|g)pz|L1RV)jjMxt&A!qL8D2z4O&qpECBJ0lT2Q5a_fDNsO ziEUiw3GB{ef~@<~CYpof?~bd@nnAPEW+?}TllB3okZyqA zG!8j)oRUQ>mqq7nq9J9Mm`IP9X;NNo&f8dzY?f$%1M~pdrBfCyMqY~kb$nJb_K8>9 z`TqHj)#sJ}+)eNSc)tZBGBdwv32K+-h?7z|v_pO-hPtE4fGf(=!Zw+MuRA(aB1x?R z`w zgb{q@Xdwxl>##|#yA%<263qdkP6ZM^8&6 z$ELG4o?d+_se5(5bRoe}YAwdThQr7tFJh>E{dBst~2;3T{dV%zb; zL8mlS%OddV}eP{lj9smOfIl;}p)9%gdQQufiq(EL%1|ZrPep zYqV|u=&$zEUp3Ee_ZV)u^`5-Hp%)9NMEg{0#g=Klh<i8B=9grZ%Wl6IvILI;Y14V=})!p(=$PIC3jj`eW_$1t)&{17qpJtd#+!}fOYqr8#7+X zrPkFIvHC_@)HT_wb?9CV9&0e`o@|cIbJqu9I)RlJI;`(D&nVsM*Jg0%++Y5QMy-Z- zsusi!f6}}tEcPH~%?_0SA3jG#$ggt~Bbf?)uUUD-c|*TpZCXI?Db!hbRg$DbD*|xIloz=0CctGDC$b`0@|fMq8n*b zJTB)byz3&uxOzaQX2a9ix~hnUbBLSbZsj!ZQm!28bxfI5>BMq%%_Y$;&_v2T@0y!? zPLMf3;UAXj@5oi*cVBDfuf@5!t33Wzy{Ie7^X>0w4kggslU8kol$+nZauvXQYvwmK z^S40ld;?~_7}p*Bm-q(OKAS3nYk z^JyRnyLk^3nLm7Vs?lbpcZL3vcAzd9tPAB4X7;b|V#v21_iTKO58DOSBj0KN2s-Gx zS>lm#1U7^X@9X#Q?2Y+meoNWN|6T|`{IdLcp>w2dp4*Iib#h*U>1@&SLi2g*^ZvR= zLuVXICua{IQfPSHZ8D+0*`RYvB{NqI{62IeF?o5^CbNj7A$113!)&8cXB3X1Cc8w% zQxPdnMW&}Ju191THt5|7^?H=H2s%{t<(9|AMdPLn_BIkS}}6^Irr&Rx+S0a zqPn6GbLXlrcEw*n2I1%c_Jm^GgJy$^n)@X~f76;TR324WJyvtbYw~Q|>>_trsaa7n z?4Nt%8&iH!80}Sa$ZMM9x_NXfW335`g`YTE?$un4)tjL8DBZ;M|InUp{;lY<0xek@ zzpjKeIfnisOT^{ljDStO*q|EOirqIu2@*relutKY!rxb8B>wToOC z%glsA#ZAUFgx{(Z-la9sT%qEY(z8tfECh5HId>L-6l+|Vw+ada0BNGvJ+5D@3Fbhn zfr{S2u?P2cHRSgrs3K+DQ?3Kx>OIWW{S^~8r>yp91h4K!DC&{!F7{eZER>w!lPJ7g zx4TcRtLMgY3k`-ImmAA=&810EceSx)c7bbg3>wXL_YYHl_t%uRoWjiVh%nBk+c45X zrKmfb7-}#2fvdu4z(4_9d%FS{$VL^(b*r3x5=Xd>`h1cLl-@FZ!1~R1{V((fbFh}J z`!PQ#t{tpR-2Ifb*RGVkcCjf~7C1_NZCd%%ylpr0k^=Hl#`^0xG}72USxLNYuK>_Pk)QFA~-3+!EjzfpG&ot7CE{BIV4pzs=;J;2sEXC7n+`Ow>atH z5|v;GC&ePCm~$^$w%jhn;iL%X%0h=2FVWhnK$dGvS3Sx&U!3$PVQRI#j*IxV{Ik>A ziEF)#EI02JZ?34d*p?%D*(7iG3Tm$~X3V`p`lMH)jCDVSV|vAi>@C9-ef91wo~}l+ zlYJ4B+-Aq@q^k60c>1~6R1Gt|Qd!c+7m@fi4PBU;f|y=q zk$zd+VR8CJjpapk)WY;z3Nl~qx-eNU+A)ru<2$#N+1dVW>$KB%jr+g98jxN)izol~eZyJ#r1b;V9RGEr zf$vV|+!s&Ve)|6O{fD#a^Jx?3`?-_rA5$l4&y*IQe$nz&MMP$dSyfwbCc?RF!OT6^ z?~i*Oee;dKs;X1Rjdl##p1ILvB|{7l?rM(8nh~sPl~p!F*VKoB>pAW-VkJE6 z{$M1~^OF=UqUOx&?xExSBDnxq9X z83r%t?Wre2X|!9$eq30FBYYoG8N8BLFqn`D7Lk$fC;VhS@Ps!OLlCTIELe~r7%5aF z@OKt|m=HrK?rp+7Ji!nd&W{3yg4ujMln^+Ap%hKC0!5i1tQdv~b`Zk|89y=@M$_<$ zU{}^fZeLBJYFUsF145tOTfZ;NNAAXF$2*JVxA?q1xh%`a-)02hZBZwee zB+3XDAqhe-AxRN}@RJNFhzyN0g6*Vf1{(qU51)^FEW-tfgvn?D_#mn{-#{Gh@c9el zC_(X^!vTFCjAq}V8HZR424j?9?{JL4_@RdFr1+7+aZHf?IDGhHSsW(>`w5_UzkA!yZ}4bMd?{{=IGk8s37%Zh|pGGZGl-pe?l24+%Op}jE7A2F6Qh< z01~h+-zNeQ2ADvB0eOCsw2b7BB^lv{k&v}L#&StWGL!)MBqPK4I|fN1U;|P{2-236 z(MXR)xHV)lK{`?hhO>P1Qt)>`epo3)SX?PoxJ?v_(R{FRSLUfY z#m{t#mI)Vu7Kop~lnmih9g9%1uD}2GAYMvFFoIkF$ny7{hEaTDXvk{5BVe;&OK7N> z6u$`52w;a7YG67+zeA(YA`A4WUi4(RKo7${M)iFWrlE}yc!vo~4e&EBgAvF|NF=^7 zP=)ysq;XPEEwT#d>xu=PI1Md^U`A*s1fd}qL1xk>0D~nx&@`0GMi9dB`TgMHkYL>_R#x~3Xnx@O zg1eUDbRfzf395L;*SfS`)~+qOMuyyzj|@_LV2kci-K^kb?g<4KB_Alecv-S;BFka~ z9AA1&&0P@y=?Y~$6T0+>Ui8RbWK=IQ8f5GzK6OpV^r9#e${=S21_HASWxY6ped0(L z;JAh1AR`>yizh%CLOsqCo+D5Pg)*TdELVXAim*#USudVI=@IJn;t1r8P_N4o_G3zM zQGmK7RP4nQT<8e_?Z03wG{{2Pr;c>TALEX0Ld9M@fjTJE>t#!zHVXB6afF4UCs2gG zQYh=i6Y^6}I8;IefkuR51&(mKU3ytB2kIHHG@R;rha!}g5wZ_p?FK!DLBqx?Ss-Kh zEX7@x@ek&pCb+x+8N)ReJ*o}{S4aFiZRnse{#69XXnvamS6k4Yy=Sg&qd_LP1;gQ* z2=4v3C~$P!U3EYR)%Sz2i{{{}N5(&7;ZU&nM2|Dn`+JNJ{Eahk708Pq++qOKd#*ts zV(7zoRuc&9BAxZ0L3&m!O-X%Lty((*=Hh;vyK>2@5&!Ey)b0L#ZpiAj-G6xiQU))F w7<}=C$E+-Ju-@nYCq_tTuMUqH(Y delta 295180 zcmY(pV|3-q6E+&#=1goSJGO1xwmCbtZBA_4wlnd>=0p?UoOAx~z3*MCKU7!Ms_xxY z{q+7-Rb2|fZ3a#}51y$Ry{H&95u=K$vzv*ls#ZJV=_8-MT1o$71 zlZb=sA09tHqo#tfwV8=4FE68%osoqZ8z<4%_{Z44Qvegu*ZBXYEJOg7|7*%d1o+oB z{r|Mti2(oZqK*aXn&tv=79uXVIzcP;hWE}s=IR0Imh~r<|L>&KVa{Nz|Gl?5q6N!lH zf2Z`XYEoVO+JHZ&0@fQf;XGpQat7RUkM=SPHdadkE`vO|RP%)ap3N;+Uq{M|`% zFK|PEom&xu8wnx_qAKZp;v#}%MK9CQ7KZy=Skh_Uv9i3}y|sL|+xXtf!+I+e53yQi z?fhQ%#I!tU8u%Afk_=6f=yvUw$LLnp^l<&(qhp7tUcVP9HB~b;HCgx(xRHtqQ(%aF zh4RUs{p%^^=S%6{%_(Kx`*UlFr_bjpWtHc7l4_z_VZ=|byHW*#=j*&5%D%{47IaO53z@3jbV=8e(>eZ#y1{cDnRuCr5&YI>GoN-xa6E?FeU5$$q~PP<%)(9vittb zbLEPGL(A`sC`>A37LW&qP)1;P64HOCFD7IsS3l+h_yi>Jw1Na zLe|DnJCHi?J>Dn2C8JvKoiw!*J@&Uf2Q=gNx5hm7u-0K~AJ1FH-s$(66>qmq zp{sL&$lssmrFp)eK4oM+Od(?82K^4dN@`b@eCaVdDhNS4^;Ob@p&*c^7aQX9cYrkF z`9ClzoFG1xByQHY1EG&#)VGbvE3hj(DNM_~Dvo-KxD8la*54dkk8Xg+-ag-}KjcH$ zl1!2@0g&zPd{Pxy%Op0F>V}x=nn?sNqQhJ0Zsc0hmoP1~%`wNVeuKV~0!HF`8pd<} zvQT;vR?3x+DhS*XkXs7}rg==w{l>7XZBP~D>B_4L?a&jJKSe+KrN7~u930@7NYJPy z2)cte8ds?jK(S~AW`qD=l0vN%Q`Y%1j8amF98--$)&ABVI~7&EX9L;RAi-I!2em`N zSsxcW9Dg^uU9()^O&Xu!O$xU_I9TkAzJVWN!b}SI(vyvRZ;r>S5<*-NM{KCadvlx4 zTz>qpc99v3gL~N94@y9SCY=bMn9j#4V6i^2D^A_Mi1RDRDOduohWUu4>Y^lSM)Z~i zSM+)}nO0?jrsIGP(kzs>{C%`;{L!xw)_U&VOuxd2V{pk~vr@xflcBlAOOR)=3LQ-k zs=G{2A`jBr+b(iW4o=YOdE%3Ogkq=1mhVVD2A79{Ns&sG0cD?i@l6ZB9|nrvUtE7p z<`}Rxrm?ZL>)Z)6cYYwQ{gd-7ocEZb5OiAP#)wT#8ePhwHFCTPNu#qgc;xM&*^5%C zDI{=Stk`KLN41*mhrqU3L$Mkv;5cTKz_uauJFS(RIA5%n zOrj>O5T^l2MV&yg&krqOz!_AULDPsYc<^aTkAF4vi$PQOCt}~`{lodDE~?JJX(d9Zfi&a&6HyaXE^Pca;WNms)`P>7*PVU=WS4^ zX+nN+BS#il1_td&vJ4@ZE;u1tzW_psCI^x&2>=D6K!12vtcD+;l&DBiMD)V`afVqe zr$Aw^9!c3nN0tAXDVQ#M2w!uS2)iJ_@Li34z=~Q!arUqm-+8%#p;!$syA1+1kQ||{ z?l>}j5(P>ZFf9qrAcEtFi;L8TVAN*@LA}Eg44P&&?ep4yOYQ{pw=h4 zjrt-h263taARg`6FLQg!;D8;}nKkqrboH&HKm-^JcEMw>*syfb?stkL4g0oNSQkhB zX4J2-XPk^4A0|M5W|mK)nWx4zxAqg|Qik+6{&&^#86W@eQE&U$>CL{jpz~BF$^JSXBUX<5>1PNNaJL#t0gOf{ z-A5+5g@_AMit@okc}!L*`aah}YJa91^-^%z(oB$ac{WHz!>jf$F-HQGd7`#IdN~D1 zV7pQtf+NX1L|?>Lc+ln~Zl;T!p#V!%#ORfym~yPah}RWh=W_%(6Rg3ESW*}{)2-+) zxncjHPHgzM7W|L&?jcK6dfxU)?ojHI{DB!eA`PKLcy$AR^5I>FuI1?&t#xIGZ{cwlr4WL z@(2Wdu)poseocZoi<0b2ilP15aWMa3WXd-rxdTis57$F(yFTYb z={ORV!%Q3>ivKRCayf5$4I`&(+xw_g`{bsJ7aJc#me%N@Gjcnbtce@`2{9zPz&6r- z{Qe*BF{g+7cpHBpQnyXQH-?jiAGbZyW#0?pS-&J*SjAwZ+CPi$lC;2;3NK+UebRcuC|UCz>i5L zksIvl#n3TdFSyi=Z|z0k8C5$seBSQN08l={v5V_}cdyegiLE z)_M#@X-?on=Z+hu*PXP!Vp!GgD~5wUws#xcHb%`lJx0x7obLO`y-yI0zJ!)vVUM;5 z*e$V9MD^sH(uN;4fY*CN$je7$EsKL_4?M5v@4ie`99+Wr*cphwL2jmjyo~dJnA4M! zvzL)Egrn_-y1#*j2OR-UTXq5q{RWoaf3aJMxrltKrm>8bLrso0B~dPMHrMCZlNj0? zO`7I0B)*mplQas07J=Qj;2o7e%)#KTC2HlW)Q?r6@Zh@_fgDFP4n*N+V(7&a=P?5? z;$#tF6X@n}XXdcOV*Z{iDbnq$+jH6XMzNE~BO2%%XZ&V*^ZW4(_2~$FdnO%ytg%?< z;!oy@>8`608MkZ{cw+rBY+Ds_B})`ByE_XJ!zqg{oz79PFTpJB>$@=j&yv z7g{I&dUyij0iGwPs=>hj6|rk!Be}cv@wFC*&WY z5e;UJ4KllIXKF=C^L(IfH~oQ5$^KabY+HVI^L25PT%50W>K7RCk^lSZB&_@kQR2p6 z3?e5kYwG81bi_N>K4ur0^i(D?l?R|{K;j`Aur_Zl?E#Q9t4feG;%v_AAvM>DBzbvr zhvd0~!gNW@r?9Lph#dKu6w5RX?qyYdCR_*kS=y8dR<@?zi;lFy#2iWu{DS;5ArEPC zSp`REBM}Cbx__TLYRNPcjRpn@t%T9aedk~*hRu`J$@zak6YXn9lCrMWKz_h{!knCr z{Sm;`SkPIHauPuZj{9+r%}onZq3VEb(FsDoXu1m-hJf-Ln(Yr)>pCoO{2g5W`_^>t;v(chJj@;jZ+Mq;XtQ`;BH> zxVXPrawjd&odHa!3q9{;PcX?EGG9l^{q<}UpKKL|O{y6qV^by|IpPWvU_a)5`}z;C z!vetma)ZiKGh0)Q|NaLoI99Gf1*M7@cb2VWfDW8~#$-LNrbOiYdD zSA-z#e8IVf?PnPMFHwE;!wPx4FunGL@{<1-lWY76P0# zKxn_&~S2RejWuS5zl!=n}=F zK*R2_ikhLjVz(|-N^FSRXz%WI-@e~DYXZWuTJRw*bZ_F>_pUWnH3dnr3S0>4a6S^S zrbl?Y1eA&5b;VV4;gWs)W(jp1R+il`z!Bj?w;yOtI2g->HMfpn{eo0@;C$@FR+|CD zX&q29`W(r4c>b_7iY(3W5>HYpHm+EmONqOu$)n15LTBQcl2+`1qL9lUXZobs+4lM-<$W_B4iSo0xxPze9LHf8YFQrO#spE2$;2}r8~J9(lA^*;)HiI9eXLdS^X z_RDQ1J@vCVYKRvQfFG(SovY9nxrPGAxs=8=fT%JhVa?Hv@5?8w>lPkS0uGIj%wJ5& zY4Qp$D~oYu$=75&<*89(XBTsw>By@&a>s~#&Cg(zqIB_a>^SS_NrWR0DaF-7gY^s9_mOzlB-&$?dLf` z65>A3fivrZjuv+~k168%j zX@f0c`wn9{n_OB@HX|>hfDzyXzXp3uFz`3T?B%{v{{hJ$MP;9VpC>T$wuGqiPZ;85 zadA%52Ej5l_8Qokszou%&2J&M!bG}2!lE+Hr~6^LW$G+QHH#v#k=y4l8XGsR`V7G- zw~YJxwl6 zh3|WJC~wUrEyHRpS4XLDhs(Q0 z-?Yn#kE72kRm-K9Z}0n}A9B-B=k!TO=0m6bax!l^YNmw%Bmv*b%I@wOU;mF8K7}cm z2a@B1i)g0Wci`Q+Y7)bIm?n0qCiMrudwyUBlaQ)JB5vvHY=H< z5d)hvTp-y)k|ynQ(4i_XM>!iUM;unOo@Gwl%Hp5kv&l4ErZla`!8^4G>0&j3&W0!O znuCx^_Zy(q=jVeXX8gxOq|t+1D_D5tkB$c`ruY32eapkz5^9$Qr;Cj1svycsmcg`q zA2#cGaUfx%Ib9pQ;4E_XxWiQCIl{wl2G(pRJ$9)buYLQOSmtS&kY7MH3=Ks#^1Cxfut-r}G}qKq zUEszGJxMkeBR309LCQ*)w$^EabR+uZ&(ys%?TFh%?4ysKE?kjQ>%-~uAj z2pYI%G;@74)3n+IiM#TlQt?k|vSOOpiW#Al2HzY_K5Y$VRrRX9I#r~qme%(1_;R-yVBw`wW87J*t)5RI9c zHnC4v4Mi{=lFV_R^qCi_>2ZI9Fjmkqb^~2;!orLC*v)K)aOf`a$ODD5AbCm;CQICz zD{)j&B3GHR^l#X;A~yiBsgtJNOtGU>vqQ+m*EYtC>t2LYfkkZQ?QINb&_SCe)s7y0 z@-<~pa?>8BD!X!tG<;Axmu+SOdI(r315wD5Kx=6kVh_WPbxv!5UM$aVtyX zFo=3eK>auM{lK)r5Ito;OtN-St#C=1d^D#h|ILD>J5DjRjD?aSvygoE@_AULNO+r0TE(^V1c)|N|4iWn*s~-Pa|AmE@ z(NhB|p&4Puyq(vaU?|+3g*|(QGA<}D5&Yix2}+|!0PCE6bMpo2`lh>`wk0d7a%MW+ zrF?-7dxp%GZz^JXNkqHrvqzJ%s7AhaJ^J$G$oza2{!T+G-`S zK6nPW5`jX44>Iz=&4*`hfM*8E zeuWTbblR~P+wEitc-0^?Ir0q&X(6O;Ykd$ZqZxD?BFLS9JpNQ#1h;*$h^Pa;%f__j z((6LB2NWal$|FBY;7?TDj%)4FvZn~}MCLn>z$%9W+#lP!s>%=O_Y1O0SVB=bvY z5H~#RF}2i^b9|WV#iPlU>Y|xzsr@jCCFcHF7rxCuv3U8af8RQ`edv z3Qk);xkEzQl)+8fW!V1A8A^OZD-Q`4`9h(m_b*WeC~R{0`-36^T&VEm1t58R>F~sCARZ> zwIGzP8_w0b-()yY@at2H5F60OXhH<~jSsToC3qh&Ag8D(p;)yPyL>5t(}mDhv|N}H zb3M%z>u?EU^!Uypgcw@I@AG6tN+Wby*|HyttSFU-HUXo~0}Cpd$K8LY>%uEfo*bEh zgsbnJ8tr$9nI1%bj_xSsTr_HA)^@7JvIJnqPXBwntWFD@hQSO;*)6po0octqO=5sI zR;nnSVv#z+;PTDCrV%JgNuZsT-3c0rqN_SMsa~@vk_YK*R1CQETd1eZ)jz&6K&v`G z`Ipn6n_hKQfJHj#T$S~RFtnys$31f$uN6U-X)CW#(of}&wK;MQqelRq8$)#P6u&q-w#38Rd3U3VTxjRxEATXMSueQrXPmD5^C&t^bl zcP$C_G@PpU>)p6CnJd~IPoLXQWREwNfZi%@46u9O2}U7MxhT47P8p24q1*sYNjRc( zbg49Y%-YFtG3YDNly_Dx`7uA|&38$BqB6;nb(u&;9}kzyAasK7Wn-^)M?%UJTl`$e zm^>soiwRA(g0uPFUd!=fdwKXK;L*U`48-RPbk4xfLdrHeLL=#JM)bVNqF5<~RBr>S zZ)vF3E3x7^S5?Q8yuL07QAMn6_J1Ql?h~G-v^I>I_+n?*v&RunW#8v=wwBQrxxQu1 z+=N=ON(+qc@bCx7KH=R}e2eQgXbb!+GPDn8*(rR|p)qz<*Ki_?y+C|aviBR<#@26i z*n+37dLw_VI!98(orW19Q59OHfeqBJZuISJ93qkV>yE2gl+gJ6J8{&#Q;XK+-Xn{( zhaNpycHWHIXX;5R7EI;*9L zp%+gweNL4vD3|$sMm=>-SDSetPVdhVn;yZ}4np-KEhE$KNI4?AK|~7ef}bgVZT?Ow z9OT%s{@~O|P`RDMofMm47eV8Yi`v4MzD~J)R=msxX!Lz_y8K75==elO8BmVkizv3B zQ(>FnW-hzX_J7Lw&;;MV*BC1!2?4@{f*Q?q)lTg~tDNc)C~Mr$u|&9l7V0ytWeYX- z3{eihjNO{o2$}9@Od7VQ-vF0emRw#>TUV$mmR&j`P;xYeD@a?2aykahiWpj9YL(On zT8gb5Kbdmz)iG3e2mWDLM&n3?LB^{7YhgO4p4RJ*68UJ}mVFAW2 zu{(C6L_30W7aMHXsM-{00U3Oxty0Znv_xX=i3fsee9X>uH~&%d}jAC+#V zOXjrwTam62n<`f$n5$A4yMA02+Zcgzz381dENg%H5y`{=&xszmB1cJpvFh%UFIM(z z!`Q{A^S9EFjtj9Y${`}D)e(jxY9mrK;(-jt{MaKOjt5ti;AHSa5rw50T~pt+MyC%c zt#@;0Pq#=+=!WR;`HTJBvu%ukLL>uw{p&{_%j|s#>^jvfL+P}Qsz3A%p(LDVc+)2R zjNGNL@=t&4n~fWRLx1u6hl&umgS{4%H%|!0AKdet8Zj5G*R6!hL<2ZjgbSE7xAyDL zR$1y_aFCw3*W-&8dIM9ZGds`C_GX<;!O!`fr${9Rup%FS?Hwh6ERWZlBah%)u)kSg z434G^XNwUVaiRqVp4=fYXOi>&){Hh3FElN5(qHooYm$5i3PLtRgMILoc1_YP6lIBE z#e@^i6b#e2pidDJ3T}3_z+d1xV&5vU)?J=>kCJW9o?Z-f#^Ca?I5IRgF<2ugXNNxX zPBx|>*aIZ8L=++j9N^YBw?C4CTyUQnNko2t9UspkC?`%3WJg64W-oiv8-rOqHY3sD z!rFxH2L7rC#>3zaLMns~WE!=>DCThLzFh`%`FebJk!Hf7<_ygYN(e+^=H*ttG4-sZ zjKwhJ8d)bdb~M$k9Y|uXIa0);&K|*kvQL_S^<>#zUIdX2Jr`Aa{-|i|6^eZ?@5tUB zOLD5qZHb96K_OBf78VmVLYy5Lmal`o<5PFCMFD*TvQ?YiZjb-$pyyVPkNL}Ggln}lXa#9e+kMSs<-Ofa44N2J%fIp?rKSk-nY98i{p}jpn;74`JU6{!@S^c} z;!ohwhvZJ^^vjvrB3C%P+NN|K#h0OUZmmsf?>s2q+Y&w zHI`WfO2ZYOH9+kGo>Y0jf-H;_Fr~Qt4-`GsC1A9s$0?x48o7nXUSM-{{}3MIacpIz zSbinav7@jfwc3j(Ry4ZF= zBiJBwYc{R*TmB^n-H0@=M1&XDNg%VBK^_~f#WR}G0CS1u<86DHDzq20ZLVv?6pRy0(bXk`2 zFgbOsEMRoIRv1wC@!zPal?PtLqGSYs1QZoFcm8p|Tt~aite8j8M=ND6KO5ixaZ-F# z>N2-0d&3iJ9-|hp*OU@<>nv((*L5rG@9SHcXH$Yavow?Wvv+LkRjA~+`?DuRv^Aw? z`If*Auly|Pn$}-sA^J&0=T{%rX-?M&3ZZYT6=S-azM(V&-Q`yFA7-go3W&@=bxK^@ z((|9@n}xqWFZ-qQ#?abL{RJwcZJTonqKzNKefrzyC4WY{uL@jsKNegyaQtPhn{C|s z;jeG(5fL=2%+)w_fL~6aw!hoRNvC{NTYvVE8RU?=oB_(eRdQ=)m0^0qTVz&6kXvCU z&KJzIP+c#Cwi_{ed$Qd*`zm`(fYs*rIbYmLMTX{dTM%+K<2Du8o;>VUk;%Kl0xmX61tO~R{zJaXpz6B>D&isxk%+Cj{edeCd- zqR5(3KbX#rQ%1L|p51nyA$qW*zr!bHIkgDU0xk%x2)=tM#1%d=A%7Q_F1iq~WlA0)^2_mUgh#IoXKiB3>;t zWj@$R6IKpq%>pwkzK{>G!*R=9<(0rKJzCOq+33*KNMB7`52tb>t@1NEJ#T;Zv*pu9 zw-mfeJnqCl&wl%g;VY3r z0zJ>$sRzBPo!ZyZzc>MAiX27&YkkV~hQ)NlJKO1=P8meZ2MMgjSZX8fV*86j{<%wG z0*$ONBI=FS(Lt|P#Zo@QF20rid2J$>yWgUQnUm~fuY-OCpRwIesd9SxYU+J#C|lfmJ$lL)UQ!Y?$r@(e+!^PAdojk`48c>5^UJ=XVg_Yvu`&4*>(gCp!!<9yHO?Gp&?x@BvL`H6*Y>mu7_O2%SM zd73Rlwae`?QCXMFyGuK@#+{5H@|eu5Th9%8x?D*hD}!SV$K$tIxjs!lQAHy&@;!*I z$)&cC#M<-7SIK2T4wYkfHftX;{A9UB$EjUl`_kXl(?;sRIFM^}H+&SYA5ALT_9Bf0 zx9)=4!~zI^=--1)JzCP&NZ2~kUnin-kjQ&I+fc!aJ3949aE``RbUd`hHe06*9LTFS zAoM=Rj;gu2&ASC^t*TJuVPXfp6F5b9y8ao0`nm zqz4ttUY2l?8jT^MYj;YHSU10Q`AlNwy(p3~|zvzX^&fk(E+?-zrtyuU0; zt2lvra%I$y*|pQz>b%gqwYQX{do&8-&W+9nTm`c_MvcPX4Kz-Jx2r(kvFZ8*%>1*d z<#klg_7$aqwqNYfvA1Qq9q$yF>P7+voMDyq>Q#nqEiOOHhEn(Umfea z0fU}UkL0P=>(Yx27i|z_%cqj7sLL-%KR19xjJfaTRTNFP?&cMs3b*T@YRT;Evxj?4UL~2FiN)HcN8=&o61;qYSLlzR80B zuHrf&b76RPOmO0ioHT#IpxaaNk4uxy*Z>&1FK~hl$J$J455eRQAoi0xK|IMlZ6X61 zu;Ie9YYTC=J8z%RPypZUXAH;uBK_Yc`MiJVvsDTR>`a}r$j~&=gB;c9{8CRuBHz7S zPqIifkI==6$|Jo!!nT8IUd+1bM2y~&h>izg<(pIZ>^Smv3*%=7=~RH+IK{TB@wd3F z%gDmRuEKy?<1Dqs7&vzi8fMug>C*;2KU#MRxsX|)`qh9~6*)UuRzJQuzq>bY8LNh5 zlT2Y0n{2Xe%Cg>jiM6pPLx;4zzctR*h1ie#2WRZ~dBKOghEF1;vF8)Qn0T3(^o}i? z+~&2xh0ckie3gsScEO-?1Fe`Ed^99QhK%Q7_J8attS$wt zsoQt>H7)?!hSv|qY{#HMeGtGw@~7V(Y2V>-zLUB3yQiR=MO1PfeK2t(6$#0!Qdr9% zoMNZ=e@hRrFDWxHaRta|?Eh+80B5)C?(p(Af_YeXk~r@f#wW0FnuSG>y}piS4hdrD z@{4jg+bRHoOvlfPn#JUh-N8g3eCKOpMXMSf6TKe=*HXrB919Un3UULMa2iWh#YF2B zJ6lZ?$~!u>wDbM=SoJKdH2j`uJ#~x;7eJ_xnK(L{6dL;&Ox5 zUMRaV_52VL8!!%>P9HRLKDbd7#DqEAGffX|kH>j;%LseDYX;VK;5hOC0HzJ!VFdtn z^>DzN8an$Cl>WPbxUm~JRk5By;zO>Jr!<%46#r)I!8XZ&qjLF941X@Wz2kH_zy@!_ z5u2iG;ko6DG{hB3Zj`3``f5{Lk12#y)ew;IjWT;()Bnb1YKQniqqE?ed3k@|$!I>S zr0{}mr0wTmmu!kK=RglBl^rZY1f?!yp3x(#oJnLsn~a&A;b1-RnsdG4HF`GNi!B-^ zSLzS@&Q}`+KPekx(V@GGT^Qy*>uudwC<=xai_DD_0WnoW)un}QfS}lh>OTohss^+z z3t#!RUBZ}gPIp40Jd-%;c2_9% z>-*yj1h?=*oDz_x8Z{-zySyL6V`!YpveC87%42}x{B4SEce(`c`~Ar(5gvjZV;>8g zIOzS;aST}F5O)+Tlsgph`6XeAE5!OA0gK$a)Yg#t>m3CDxm3oqkgjjV)LtWz*_CROm)89G?y(TZt z0pGtznJYjt_Y=;c>aLqd(rG>iyT7^wRQa$m%9CgEGBKSsw`6hD&^Rk+YW`UGQbPSy zFcZ7mQx!4tf5Xk%y@(bbj_Nx7RCVY2d!BBUG!q4jHKAcU?{>*EmGzQ0H zRfKdz0NN4H5H2m!L}c%zu0AMFhF=4*t}%flL7?={bv%jcfXmKL%{guXSdejf zUeRqvAt5b|7Od;DDy!yJdd`_&_~v?CC7Pl|c7GKnU+bIj^KrYl0(H@Ay}h9aC-ATRg0?)2Tf194M_5YfG>fiIw~QaXXmM~82k z_w(n5UFLew7jdwsz&V2xY=8~@s~rVi!bG+WQFreHPdC2fPmW82Le%9UuH0=!?cE2= zUs=QWKceDZLt-|>?Y_j&_#Y0$WVi&uWP`3n0mdjQeGAw0b!0){sis68F^GL5@XkpP)mGu0oKF++XZM!^j{ZX$yZwh z7{l3qPjpR&w;9Bp5U{c?Iu(V{BrT@(F)`uv3{e(T3?NTlvK;w8I=ji{-~@JLpaBc z^1Tj*&g2yO@KyuU6x*W@so>;JDK=oLXWft~zIH<7U#09(AmFk5Lgm`-ar_ti>ypo> zAEFCqB3ND?x^`BO$qnwy6FdCuPUF2E%*2>p=i(Wg*1?fipU4Bo&74bLklSJXOUIoi zo;JsI-Rdzj7E_RFIx-)!XW0VSH*X~FQ^lj=)F#pX3&u!|#lS>#3~=08QfsE4LxMCW z=Y(h;UFGAZ!1`|#{qjfXO$0sN@cyu{3;#~W=wg#DUAV8x~nSQ)k*PUW~3qHEZvtF{F_c) zY&oq}pV{QRlN;oh`z~U~v5WTm&8xe;i;9jgx4&7#iZGm+5o4o5>54aeISZz3y)HPw z6moT=MYY?zE||)DXRn(8@vHfBo$<@<=wXy3iU;I8LF-{84D@Q!-)vh z6u{=J8IBb@dTlFX-($Egku2Gxxe{E2^$6e6IhM$~A1v#tEOG4PhVvzNIf5H7=&EO; zP2;9WcA5S8ay?I4`PZ>4F}}H77Z==V3SW&NS56sI+!R?}aiv(rX?Bs5#7@5}$?r3w zMImHEnG6dZR{oH%Ds)9M;CH^dVM$ri?dF-CO{WL=1|u20oDWre0~`T1jiiDiJL_Cs;$ir{Ezmb zys!z35Avz*oo_PKbet)A(qXFbmh1Z`3mRnDRn0ttP@TrJ9dIXbO(s z-GV@NH{n6DXbby*EEE>T5C>F1wnSGcy!OF)jDng{#w zOmVF#;ZG95?O^VQKKvAZY3gV3=QyDWIeOG>y3|e;yE#eu!IZ_HTAu7#ChEj2~KQVS8|+3 z*N({bB^%=g(c+&hjN2uWP-1z-w9C~znveH2O{NK>36E^e{H9Qkwfal^^RdsrcOg1GyL z_Yt=+Z0=S82&BFd!j1wu$Ejfx;>fDa^H~4+J?qBxihYQrp{kb1R7C!wc4DT`CIO6GR@fm!5}ggIk79Y^WDo*DUj{glwqEk3>%Zu*qG=8&&+;9dTNqfKxbx>^fK=ifMjR&$p8 zyQC#Npmeryo+6p*fMEIV^~2ytTPFaX6SAUhMj^iOBN?Ih?I%l_^lpE-C-I5k@%!bY z@sqiSQ5;y*vXP730EC5qE;+#+OjGD7f%sx<;7q+}qEm{+e6kwZ!LnDTb1Ke+lw3y0 z-C^TX=j8r!qW}|_Yfdu^<8gY)X~Ii#bc<9mQ1LGF=1A9<{D6eCcxih+Z}Ed%%@%3h z%l?|T`3f)fOz_1oDPs^>4*EJ>v)mBpc zSCn`T-Gb4cL43>B|K?osjv{A3HF<9-}6ID7hStjZ+n}_O2>;3C4 za5CEe#W)pZ+9`S@50f)(UFw`FT@*BY~83ayu zEFQbN>(Ne9YOTV(MiKsp;Rwr&jv~)d;QrPv51}fGMSBH$KicDHCunjE>JNKD2qk8{ z;7oV~Y4iX}F=%~U(c&0l9{SqvD~by-LPn{@6^S6M0>Z@01)YO$S%>zm#zF}xQYg-0 z?2!S%ck}f>Nf=~qf*LV|u%O8`-%@bDs)ra9{jG#lR7G{Ug|@O7Lzk}mT(C`-zX-VY$32I97ii(;Q2QDyFU$Jx9(PuE)QMh=Rtf)oc25WS-4~phQDWe|>g2 z{SxyRk;bie;zhG*CiuPRZ;?l165wK61d0G%oK|&cPYEfl$Faqnxm27(7Fu|Cns`$< zx6zTNW+aO1pn5nqu?v9blC2tTU}dz3N$PaiuQoU4Rj}N4DHbnvsL~B>Zq~DwlG2R| zJo$S^Hyt$H6{RgKFQxnqI)_?n5C5X$ME^P@Nn0{+>wPko3CvU}Lk&_>H4qF;%5${Y zVaXSf(AW;Q?zHhp5v~DO4SI`3;JYrSifc7-bAZ}oO)(&P;IP04nqE|6NP6kAXn`-Oe zn?lh>5>aLB*<0dwHKNrmOl(oAqpCP92YUb>a1Rg}d^3Ssp`A z-*>NUg%k(@SJfnO*kQ>{pbd#q|0tx0L^%m6fv2tn>^PG}`PsF%bAD-6VY{~WWs?NH zM?~i%qUo`30>teZ+Y)vN7u@$M?ZK-RPX%!;=~_Dt%O!|JZcAP zgbDW^CsX9_6^daCjChElgeos;Xgdqcr*YkswC|qEsI$1ez3DvVKrpo%K0MkcpRS=# zT=zWbKnHF~YfIS>En{XRZZ5=f5ObuR4q% zmkk{P##WE#WucC_4<*K?@{BA&k_e(Ksw-_75EK6w3OR{~MCgNm0IpP~SQ!W5tM@MeuWi|oJ}rv{C0T=h~F zY;Apl(_@GK6M_r|B)AOErx?@{Q96AkrB@rIfil<34bcV+fxgLMt|Q}g;pwpUMCq@M zZJm$jn5?!35Dz2&rK5-Fc~#KhFO|pPS-G~cZct^ZwUrxUEb=dnwgHJ8Rkuf4!kh%_ zMjF_}u<)g5h7i!1%MTxRx}=xm!IZ7jtGYTs4MFex17CVn%?Y;Wo_f^_zo0;Y z3mK*neYuXt2rC;A9-MmAIU7!p*5V)(ILho+-rvwUpq1rK+ykNlNLd+~B|*KB1|rs7 zI5H2Za&cmx!w}UXaHTHQhou(?MKBTrXY3r(ZI9!oww8bkB-)5yX*h8rA)a$){z_6+>{-)e9BY zf|0hhHd3C_gHW}FZ;S)Y*9#oMVGYUJa57BnbIm!N>%0=>#Y~@t$tlyevKtKfzPKH5 zv8RoHtcqrmA7oErMPH#9LlH63o=7TeO(gQ`fzI7}W!ecN3y&4;P z@ew<()-9oKPCBqON!k2EMDe<4-~?b1dsJc@q`?%?@tZ^Q1!pwWrBJNC_UCz(WDWD=f}Slol+Rm~NNkx!+;b}RM+!NZp>F&+b#Toi1sL0u?}4B$)jat^6hqLPqkD8f04f;5sdf>}1qaKtR6 zM)=eC6T>Hiro7G}?#IsUu}o0fQ23T_cqFHc{Y0{X)vYzW;NU#7k?jhIlYn#kfz*0AIO+^; zIieAlly@xvn);U!nJ3x$>@u-2nymjW!qJv))XeRJ=k@(ZvlFN)WxGxwIMB0m>*Cu= zAGzF=TzXM9eZ^w|_|MvV7G3x{W>4X4^DROIO%sQx8RUtctg86=t*yw!x+=R#mWf2e zqoJ{Cqmw-hgL-$)h#Tk7WL!}BOBc%R@15`96~Y*W^kJyLZ0KBFYk^XT)ulv^ax|e; zgpq-5gYS5tl(8dmIpqF#%D^Q5ZBg6=#g}_q{*NA@7MGq=HxiAr%jJz|MXs3Zl!?JO zCEp_hFZtv|irT}kX<4D03aDOYf;)eIUAggR*F#}P3br;JU2@-`sPgun0ZiU<#D1yW zO5Kpq#6bI{6qNYfi#$;coFG!|GEfsoQ5t|Jds(exNF1IxQ7`}1=>NmkTL(nZg?+;; zN_Tfk$HFeKGz!uwEl7uScexNLu`~<(a%~z+Kb1OJ!QG!3Go%%b} zF8to||J6@!bg;wf)agni8J7LgJP2Ea=IB7hAedl(WzIiw1*v_-Svk&yPaUoNTtHBa zv?PqbpXfWY&3#SlAA$jJZUIlX>CJW<7>aCt^cv5b+G9 zXao5{;Nfu(uC$x6qE7l{coSk`il4w{y$Q;iRQa@L3n+WX_t z`SCz1@@Lzdd{c1YVZv+DhJ}?=Z=~qg6TzixhG*qatbmkBRpE+^!F5bqVY)hWJC8D2 zUQHewizRx!z58`kn%9)I{?LVPnC>zHo1}q>=<)22h)0A!(Vyv_v=cq2F6wx{GDVu7 zFWOl+gD1Ju(p7H%yMKw!@UH#aH9Cw(%f{VT_&F7=SB zc^P>7H1X_E{W?rg7v>$=FG;iZQ5b0mcog^T4}`*u(g$#JBm>Ii;;`U?j0h0{s1Tx2 zQeFsx3WEWj3MZ&AIAE_RNbt9fUxX0>LqJ6Zff~iu^u;I$5fGw825_p-lK#z?q2r?K zY-j0WWz7f|gb4s^O4QINjIi6}6vm8r*w)TgE*AE9*ta#e-@wEfGUguE@-EJvd@>JZ z<$-(^J&0iXS~P@={%-RXVVU z1-wF1LIeN|73S0!2qQ!oxJ1&Bz~FE`eLE{pTaTL#Z?k9sHmbWfr|GH*k=h#LR`28W8? zz=gq~AzHf>V4a|l5R@OmC?E=lBETFc2%(#V9uQ4uz)D8~sL_Uz!axWDdUNuPVn74} z?0(J61q6hGM?b(!H#@z75pwfI7Z}!~`A0(7fA#m>oGAS&3c{)Zzs*v@_y5u0ZIY4y ziv1RJt2i(*%WXcB|El%2<{z~J3+D9cKr}=JRRDIQPEsO)zb104&)czp-v(3wLRAvL zdV+VW#Uu+N0Pj&LDeN{i%YVle0BuR1?S=kbd{9Bc!Z)H25)p+8+{!UlUk7M5Vg&x^ zBcDtg!ol=nG9hpu+iR6BNGb z5Wx@or>Bl5tN{30k>VC4D9R5)|G@}>7+88QGpLM?Clo-L5k635jte+Nll%q4MMR(? zi2p&uK@+^4+70%ZF&^j_kYNY|8H``#<_h5g;P7B7956QxTo4X~?6?7fCV_y3B_l9t zf`u;%&I|?u1wn~G5&syRI>2MaNC`@gAGBj3D42Ez1_y_PGYW%3xv?u>AXZ-<$Tq`A z6}%BS1Nki!4u^s|0X^vEdIdni-FC;Dg$?kXivl_3_`s<>F~Fxm3$!4qfouz0;Ey>c z@n8Ryw{!RKd}wR#&L}Dj)Fe<~!fzAcNJ#;Kj@5fs z#*Ir#0~_AF0I&5Uh$!IV%g~r(ZGZ+G`P@`70$3h8K)S;L@ZBE@mT`d|$A_pwuv;99 zQ#u;J5%@p#q>We}k05~0Gbj-0sg5cna0@!~Jb(aENaFO>CI~IqzyS8B4TSqR0)oN+ zR5JK#K!h4yeEm=%LIA{?2Vn61i;4^=fFN#b^a3?Ne!7|5yTC>W`1J;+7x))OfpiDT zp5HLsEu{fk2_(RKBxq*0S%&@^2ot4%An2k3Aa4kP zd@CSu69oidLLiOa_`^Y@Js=j(f)9Eb$lt;siwlBo2gFCspb85DnsN7tZu}4AUXY~0 zR84RpVJIM-W(Z71G61;I3V>k@KJYOC7ch#W0D}x%01gEcRSAF;4<6v4J;VR<0d=f2 zFq6mt1V`T`0UJP)0*4X>sf-a0Qk39d5MJCv;8W5qh!i9ha3-RR0tkNSjjw~@2=Nz% z8ZQczCf}mK5nB(XUG57&v)ZRK|xMwklsYgR8!E4tP>EVB7f6h{cBq=e%OuI zlEVL=5G=wEp3RM`dSg}Qj&>IAcDz8o1qYy{ECe_uYNLZe6qGkWpTa{a1YU^9t^8o1 z6$wH?6M~C?)4COKSdtDvoytlK0z?rvUM>O(=Z0p4f#fJ9U=m;ff|5A_%rr*81waGC zDIC-(sLa1GxUdMwZpm2=Acz*+uY(87`~{MLKsYG58z4x4pyY+1>9BE#13(1`gZ`)q z+yfynQBZ9E3*kpV)2AkGA)EkR3O?ZQk^vkPlUN9TV;eUef%AhQZX)=NZ7iio0azJK zfJ7=50m#TAAd7;w0}}+J!(Ua5rAh#e84OecAQOXLBp?bB@=fY75C9%P8%sAgfmj2Q z;4tsf2!QBJ2CAFr4>tY-6^4Vv491`TLQw@o0hKHsauIM=U~KvaDGIJ>{tM#;*s>YP z5TJO#bZ9V80K#A>18okZdyu_h>8hv@cHq}bkh-(Mhybn{!1#Ov6BQ7-aUAe8Frop{ z8E&YeH<5szN)&WnaJU-`j9(PAqno~NK@d$rfHBh+z|6-3cAt<^f^iE3!odZJ07%)O zvcLjd6qH$VRurI|g%3*qro+Eh0RxA=S#QC?C<;y#v}uvQI^fNs1E{j`0q%8BD7OX# z6N24@$NzzXhA;RpbTb=2Jy{%;f#M&m04T{2nMp|&F3%b|H>@~LkNSN-7cN}=8J zK~DgdR=532`NR7KA!FZx`^>No!FoGHoj|^WNWu(>4lpb?}~@#BKDkp1MA} ze6MPRJ%^X4Ifu4r-aV>nPTYgR7^3=FD)9PS|IGf<+^P2IoUo}r^3PW}x!y$`0-q!~kj@kJt zR%Gz!z9TEHw{oTaZ0sPf)O7zG-`6+2+HiO{${j*0>gr}i3TzWx8)XrrQJ9v?wx8qY# zpCRJ(kw354`JQDoA3HsWeyLfY7Zo2y8_>K}CU5kh)sE&um{eWQcnsl1U`nS`d?jP# zg&Yxfa(Q@0ipoz-gPOZna^U3N&u(3+ok!T4Uu_6H$2Z@Luz2K;%7y9BV`VEUfl!c;AoAdH&(hslV_zQ(84inj$b2d@MJ9Ql&k&R%(DUmynif!Kx^BDgZ*W{Bw zM9Nkou*wJ@At?(U%!oEJB;^LfYTW)TSt5gb{9zE8kWQ81XIpU`E%;@uXSrPzJqWs# z$E9;;lHMpl>d(GRHl7Wd9fNy9kP<>M)=TN1zQaecJU{aoSC&obvJ;{v{i@akTj0RWeAwVvMI?#)Ml;}I&WGRPPl9ge;%w)yeLDOvLc{vTtwbN!GS%)?9ylZ8 z-&v8xt<~zUNUbcJNLHEtnA>M?_)y(4XIS;jqj_IX!(l*Af9Ig`;Cc_Bcyl%0ntSi# zG-I(2jBi-g4B693+W&zc@<^A~Uvuda;uMKQL#6b7cs~ZuHF^Ohy&8}Im)A6bZUaLM zd4FZv2p$l%jMnsV8C5<8zl!8QljbfG_g>c(W941T;HzZ^8jN@R5Ze_0^cR-}aW&0X z{U{s{_^PGDg3;w)*Ho(-s;xLa8slI;4ry0a92Kr;7_dWCrBYRHkrlgF%YH30LcbNO zmfy{hkN@DC;iIz$HorHvBZW$(E-H+#+&a=K6X)iAF267KTh=k)`!9)6gjv3hL_+4! zH_hwN*h_bI2|qozoZ)s+WPO6EzRX|pqTZAFL(;;JPtV#l=fc~}y)a>gOvT^Pm2+13 z>!=m`hwKTnP@Yidyu1`^;d*mn7-j3FuUI+tlbL|m)}p(+Bd9|>SW9K4E;u1}u65C? z(I1=p9MkWBhH5w=K)%F5j1OhIG9Bqi+hgx~d5`JC(>BHNijP)K!6PD$PvxTwx*k}E zR>V1EdOe_XU#IVUaA^jETCi20Bk(HUA1SqaeT`elg@otes83KnN|Xp$K$yC(3&C)=~?csM}Wn_j2Lp4So4`I_I}HQV1admA}7cR*ie zx$@N0w)^diKCDORgmNSgGtH;`sO}XHQY|yKHP&e2kFxUUI%fYcQ}>jhzn}Eo4SZD_ z4~frkuS=xG6@hlRpv)SWKIb#Xw@Ax$%f?{fp77a;sC{*CE@;3g{y|oJS7pg^>5b+Y zbqR%kw`%TWR{nb4xBJ_oX7nCN(!8krDgT8N-uAmVZHJvvOHbpu`%R@=R-(1(w{fuj9TcY24CCtxm<-|(!Hn2q_ni-%%7t`sd?uvFPrbUqv(ZCuarm_8#z>+sjI8BiH-0KT12d zJYGqhC%A}hf4`Vb?{4LlS<>rd^iDWPoq!XLwPlV!w$6*NM&(Yc!!DJ4=;V)5_Er9s zcYJLPz0bVWlyl20wMBD>Dfi~R`vqz&4t`#3<&2v|6!T553)PF>_{@J@8J_D9ilo|j z*xdE}=lW^;6kT~A=NB5>K?L$z@}<&d)Wo@|`RCk~s)yLWe{N37<00tC%JLtQUXYw( zFLXuxDC@mCCN~ON2wcL&fN#f>O1>{#aJz`EZ}*-lvOJ}=RQlbUH+_O{|7PvIVyE2} z=ACQDy`T6H_*RuYkDjT=@eCh%n=2P>r4w2XNB;6%&Wm?3gWH^Xi^3&H<=^hCM=u_K zqoW(!45v)xPS!6lQk90VrE}AB>(~@j6vHP^u62e^bhE#3+XhGS02qQO_&cs-&;O^RPr-Omlr#+6unMxfJ{=1;0+K zq?Z<2izbOYA=FKn%nD}oPqHYa_3BAZaYoTl#@LOdOU-smoDZh>OmSp%(+CzCSse9h&OPnhMA3Q12K#x);ph=!YOf51`LX96u2Q#@ zP!#I5jQQck?{Cu;TO~$LsDfkE2!mtLDs4RvKx&QBYtCr3=iRBv|4I*y8dlI^V~nCd zrutTPC!xqw*H25#j6tf3W!IVJCu3E<)MU>`M#@vX!xg&+WqS}Y5)`R8EPhR+9t@4L zB~P&oFyU3(<1W5>1{PmQmSd~Q_nH1j(sPTmWJ%iG}W)036!upOe08QziSW_a8eILIrs!TJtx z$L_lr*_A5#)}|s^npv0DOL4;A7f-LA#;=gtrorNry8OCJ-o+~@-W5h0pO;C#lAY1w zx5nfdZ;L-yFzlhNu6tR1QA)75-36UGMoP9}QH3UOH4F~9zCjqiP&;Lq)M9ACkkD}T zLcUqis2LJ8yyx}P&5KpB}=mh9ssl#hvDu)HE|pna?ds9_F)(nM1|OD zjMJF8ljZ)8*EN~>s~=yvhreRGNc2Ywbd`*BtMXU48sk{D6>w}sh1A-=8*bjlhGYimlknAgA`6d9E3DLr)@7C1p1igrVZXrlp<;iV$=re_p<+`(vqgFloE;*NU3|p!ZX|7KoOGdq zg+DosU{R(`zDd9AW`ws|?McS!@jKf@dHix0^0O?2%~uY09l0r^;o7iR1!MxV0B5!K zbF|SJ;l(VvuW!hgAqGa3)8E54?2Mjl*uME7(m5=lv3`9WXgx~0Z9E>bl18^h>)byn zR)6N2HF)W2gG>9 z!WS_z==Gnx^|ehL;rsKp@#`Kj5HBT>tzgzg1FcYqiF%Iz(Q5MH^{|bYMRz4 zP(YUdu8!~EK-xGTXWIUKhs|fw-r~yvQ_+lhr4AYW_tc-Erq0CAI!2I>UXEwbj+&@v zhxy2j-gWMO-p(tEcQ9P#e2VRo9l`!(Wf#BW2@;<0YN4m^5&*MJ z93b|r!dw5ob&6d4-1z8-$6QTRD!+Z}*SDSAjW|VfP>GS>=;_aqGGiVN7xy$Sneli$ zQA`~eN2P7r*;^Ms8yL?c8Mbl?`th;}v*$Xxhk7&?*8_E~KSi2f!Y_H{*I3-ev&T1^ zFyihQw~mI@@Of~pY*LM?ykow%l&DWYWlf|&Js6-U*1jH zMctMCaow)hAHL9ks+Z`qx@%k#V4YSQx8F;v#oO3_Gm5@KZvw(sCTTs0mQ8kU9WwP*Q~ML)sfI-6Zr+fSa^AtCVr{C(@w_LU zYLO+vlxjjc4`h~*LKb1d)MH=baVR^Z$a_ZC@GjMk_FT5PS-!*}C~^Wb4S+Kk1N zOX0#01ua8Bl9SGrrTBCZmMss2EyP<>w$H& zazNDTLpV~8uU^_UrqSiSF{P{el5bEE&7Y3*jGe5imXkNh*_cGNbrjsv$WjBi2+CvQ zue0T(y#7}CdT-1Bq|18brF*~mI8*!Ni$vS&X`2rM_JyO~aEi^;fhNA(J8^Sz`1M>< zR_6((HoBG>GpfFYTJo8>_zqo*ze99_y?a;g2MvW7ejT#cK9_w%685W-)^LJZ90PAu zUZ)9tWoj)0nU6!?asE~-)eUKpmYUD#wD6Q{KXVnbv=klB{_zl| zXPFj?LeLR`w`_l|XyF1gPZ>;{C?ZR!A{Az;m8U>gF4usg19)2%Dvwfsig{U&&ewdT zVqahMUU}}zhVZPhm4$NOiwhTY-yJ!6jw>PsTdi|a2F%`O&k_uVA_plWq zv|oe^t=pEo*V=!hxy4nKGWI3I_o!A^?6|x$+npP; zJK(b=s067YP%b$F7FwW#wasJBs z9@izD=6ZJGqvz@+m#z2vqx35@sSIY~sYAy5^pt8vi?H4KoM$?v`+P2sw>H~DLk>EP0+DwHlzn62@0&sq9Y43l<8A(a}g&v z@+-aWYcbWi>DTn{U&eUDH^l4xD5+(wR!D5r3tA%)KMo0nG~$`Df4(Y7WF}WH=!iUn z@?_fz;@EuQw^(EO6@aZSm>DkMMqBSnjHHu7W2YYL%MeMT6e&+;fw0q$^(e)$w8++Q zzZSgewu%)}{1m3pMO*@}IFBGMzAN=bkY1%Kg+{e%)>g1y%UPsetMJEL<=2pR%JK4~ ziy!-4%_{?RJ`#Zx2m-Ml4z`^q6~Oi6C7+ zer8L+L9|A%KOb|lXl;G1wtEJax)#17n)S0j6X$&R;#RR;a8aTBJ@Dl`-IJ~$iTwn< zVJ`)4q3!?Y*g}MU(()?s#7T`0n*dzM8_CbpIVBYC+ZIKDpA9bsG;O}L{e*gL86&m* z1aO!cBqVF`?Y^x?*5>}=XEtwztVLO$}IFz{cC%7n#BIE8K`%xZ+fB~L|8{o{P8?JX$lfS z>dYrH_KVcg*AgTVR=Uj_F(p<^emC;xGrNB`_)p)~l{R%Csd44(*HL+yGwl8@j%N6t zm4_Q-D$S9Mw(Qe(&h< zk-hm+$^JQG#P^p=bm|_Xy1c+7xr-5PKXTTp+9B4{C$g+RQbIz~i{RDW6CHcW)PgA~ zz0irP0)+*xZ4HY>uoqwca@w5>m(|$j2leiNCKbMe(6&F@=LS&S|ZXKG2_ zyBTUvhePFKIjdFPzHN5a!F6Av&f{0KRs}=fM2tco9qKW#R{H=dD-k9s|oK4{Aeyq_+AnFelGY3}iikAvBxV@;76bLjdG)Kmwe#74Wzfk$ zk$?G8^aSB()m9m#r~>J%I^Xp$>-h*_VAxriP0NWmZPSPQF%{o2(4s z5h@a>>gcz*;8uZ*BsJ5ZSp_A2KLW5fIY!?sI*n;B`F}VKd$`6+Umenb+*Imai{we= z@p$=C=Y@3d!Vy>b09SOPR}>bP!3JZxp3)oil2^~U`&(06a_%N)+A6R29RpYA!z7L4F3VH8+8b+e2wc;Z_?RK>atBmryTo>$l1D(s|)+*{v?ZIodFxJ#2P&h>H%YaCbWPo|wd&3||Zk zA9fZ(L%*$M*UY`zJUT}19baQ(6)g!INOpUs6qkJ)#aiF@?w643DyE^OD(b3|Y~hT{ zoYmH$=?$>!?K0?BF1n)j7sj*{={95x1rIRH1)KJEw{LAa(HRGl*gFY zbCJO&zi7%)lS8F zHFGz(S$UBWC~a(SLwEdbsLuSfbXbLtnB}^VlQUJ>7E$-qbZ1M7$|c3N*-#Qq^2I4H zHX;y1a;^}B5>3+VEVKM@TivtN@sif3#>wDw^@5@8^zwrK(6UBR?T&Ui)bbW4a$1ig zlG;bFGYkgZ7?qKjVLwM5`wZ2HvDojb53%P%IOo}n*LP^b#FsB{hCas@|sEp_(;p9 z)G=Wk`ctcY8eHnvB{BrZN`b$r!CK5Hm}?YC`nK(r=NZyfdr-0F-A>=qR4;s?X=Ann zX(1XUzQJYwM0iX!INQWS1Sjb`N}Q;C3;K>p2ilDNBeUa{3ej&C$gW>-3_V8^mmMc^ zp5DpkxSnCV@l8vtk{0Siv)SwgRLf~)a(|iKO4`RT_QBZ?5|2w-`s&<0xqp2Psjf~q z6E2-kd;SbL^Gd5a)L=xKEbHmwaAx?hjvi&&P+dv>C7)!R>?$F9oOR-EB$t!=Lt#P3 zVK)amZFR+$f?qbKOOliL?cVMctKEaH$!7Dqy9GW8GjQ8Cn5H*i?zpF7U!2X_to5HG zj__(jG2PmWw~xOn-O5JEDFJLo-r{U{?M^iDRU5W8s4D0sCgetKPgwEo?FeYof3DtL z`MQeZwM-HSyZ`pXGOfp4BYGm#$V~3?<+*vqSbnCC6LE$Kb6Gcd2_B-V)?*ENj}01L z4@C_a;Ts#=sZdHSMre*)cO2*Wp3LDs(f5cW`=CoFr1$212$_e7D$-a~M}U+&j;rc1 z@`%wbSFz3EqU4>y3)a^MhTV2XJdJ+Qbz=D-z(uGE&04D{x$FG%j;M@Odj+XM79WTy?bC16jW#Q3GsmFdbxCR z)ws7<6e7>??q?D-@xFeG743T36cox`^4>SUSm_StZ^dME(sWFXX`Vct&by38Y#MiB zREi+QUszE>Xo{wTzYq^ygarGmV=)LBNPrLNPCghpsRtzzxhNRSPs8k9dSa9_-P6Ek zx7RbZy-HiFHX-3BM@~C!Vr>Q2C)Ma{C}M~(RlI`$m2(hc`LEUNR(E820u~Ig+cxseh`;^mlbF*kWVP7H4oE1M?mIB8Ib;R~I+dn3 zO<%y%#(Y!sb5dN{x@*WqG9)7TEE`5Bn6wE5T|*cB)M)&DkYayp?uVmkQxQq07COdG zzQQmBS|0S*!8cX|i87DPXr9wbJ@y!$$cABjkA3uVaDhLHtMVaqtr=~huD7|Jzbd;q zMDFEqs8gA1629cyociu@3UijkW^+Q_4|!yCC#QKa*_l=vT6beD?*JJVNfRW{hODBH^j2+IjuMrE@rnJL{SJkS+{7x0$+*rCgirO&5m~p1x+?DFv%!Xw5ud79p>QZK75zB zDHD8KVXOwetvD>I(~6*tG^BRl6&Z|=mL5jG>sC&lNbV=PeFHH7A&M6%noxy4qw-Ak zGgU86JPgT?&v7J&Il}J=d9ANy2^LI2Qamo)X@@zS3Ns2P`sU|eWKRiPxFdhRhfBoq za^&{e_+D(BM7Sh~zs4N2FsqN4QBje8Y_OnbWrvfPGyK@;n{QI=BNlWTqFjnlyOAnD zC6Gw$t?fN@FxS|7xtF-1@gD_=9)mvtGSR);z;A(O(R`WJ`Ls_zgA-gB}2>DYGt5(KdBra1zLrkGmSTApDuE^mBO-6Il0)f)QUda z_SKcl8|AB!Q``2Fr3*}^G5y~4jip}j+)i;W6kD4c^?Q|_&V;hZVvIET5u#qS(8fBv z5qVBE!RTsj>JwunV|%Dt(8GqPZej4i^l4{#&q$s3S?2&vsh`NPvl>s|s2{e@G}dmEa`$MjZrGCnd#e$d zFeiq6sV^u$(0qVQU(BS-Y6SUA{<+3N);peQFOxFmZ?W``g~-1qp?YR;_yS9k zOh&>)b~xb59E0(L{kLW5U$#Gks7$+N@>>lSjK5Z>t!zFN%SWAR`9*sQl_~w;L#xlo ztn0#=EHFvtM_#5-Q45WLdSvtVUA?ytQo4`IJJ`z6ziOAm7=R3Nu^;i* z_g6(X{@DB25Xq0fM0SvHK3Yc6j0hoFqFH{I^sPfU_RtA^iG~PWcwS`}yvJ~GVK+<^ zRhOlTP+Q;QC{h<4LCgBS$J5sc&Mzp!j=47qKuc)EXkDDI8j^n)>HAfbcS1h%Qtl7-iv82Gf zyS%&x%rhKrIW+qZ`(Y<3yx&dZSMnv?_$ob+!Nxi4&>E(66hbbjbd{|1g3hx&5Fq_l z_N0deEsF~|!y;#}okodrL{#2Pgo62T6*0+9-oeaU%keZbw z-}wL!=Je-p++!06=9Hi4K6QLZP?xQR`jBYrrMwZdd)j;v?&f2$Z((6dcMR}n?B24f zKd$t|H6VGvwa0;VP*hp)x|35#*^6#D0)F$P{Vqt*u39?Se1rLqO%nKhIlifE1v5eo zW}1hQObR5fVJh=6kt!H(HP&J{D(TIgxkAz#GNW0_t6w~}D`@>p-$<|)Bj(@RnvV}7 zFvXd3CpQ_eyHE6e2R?_<)tYM(geNwF`kNp2J*+aS(KACiD;#@8$BDVjJrh1YX1yJA z>isrDOP@Dqz#(OABhxoQN0#cfqw$!G^)^=&lB-BxJHk2NBJkAPDpsW^(wPNSsgyR| zm6@N^4(d%2c@~x^&xJQdQ|{U0d-rs@0aL*)1LBbchxF3wI(=MmO1OE(PB97Ienb-q z4(B|b%{&hjyX>HomWy0Jw|;1wB0pw(Arb74DH+LUgByQT{s~(aY2%O9M~iEyQQ(Dq z=>|2B-I{f*2In&n&R-R0`QCy^s=4P#HS#l;Es=&Z)@YVttQ_Ts=OY4LxOalO{MGpM zmpd161uC+!2AHcHLUd6&TM*C1+*qTR5rLyYYlOJEzZAJqx9gIB%AZ|Gy&isSNvzpj zf|E{f*f~UKHz-`$I-7LTb}BE-G8%_mn?I*IC1iDN_x1m5SE`D(89ACF+(r>U^9A># zoVRv|iPK|TFB1)uu<}Rm%hKb$xbGqLcQ1ZyaM;CY-qI&Gn z@A$V73J6!eV) zRdt>&K`tTV0dEYxQ@)hD$SpvR@W{@h;OEy&%Vxz@rSvjE#viToSeW$3Koj+*f#b@-|>o(_(=o9_Q_{(TA-sUJF+3ZV=!(X_i!mj8RWf z&t<%F2_YG!WLuSWhxd$aCIO9)Z_G=ktgIT&6vC?r7`P^QSbS!+d8rsN{O$c@D=;PJ zVQZwB6SkRW=}WwENy?|lf1d&QOX@{F^^w)4cs&Ot>)Q6o&i9unqeynC6vG*6&cTk! z-+gku9CQ@TmDyNHGyT>!kc}#A`RLbTYk4y>-9EKP4zoGe$Z~o*I*mQIw&%v>R%k7FD_VkVc|1S46AL)t z=vSioU|_RBMHPO!t2&K^-h#e+eWQ;UrB27~McaLCpsbUXGPRqmq+AsLlzr;W&S`$+ zvIfGQ*r~w{lJj7edExFCRI!jU=_V{$wCu2E@rStQldgMI?@iph2G^*Ri0jCwu`kG9 z+^zC!LhbeweCJB(h%Arr0jTh1)q4UNLYmU1o~}KSC$4)sg`F)BtGUf8%aP@$S2~Yj zP7aIJ#AkDqpYua0?HtE8uA8V^Gi>anXq&@Gt4Zh>q-|Fzliwq%*MO6l|i z$vbsQJv}G66;?#E(BQS1)BCck_f(sOMyf3>v{h8iWD%*2tw_pZ3wX28$n~n_i1F;T z6(M#s2MJJK4fznafZhM%dm2Ydkcs}AmvK6MxY3MBwbZ3pYO#P8NgV^KSw&@eRfpb| z-*>kjLbTe{a8y^Dj?=>IyNo-{hmDe0lm(QVP{!XDM}KNiBTQ7ul^3iX6${=q2xZAH zZocw`sew1wWk|g0_E?KMQn=<9j!FmYg?Bowk`5Y90XNA0yRUyVlPo?25t&r4#=f^* z`_T;qP?;}3?7weQ9SwcgPv*-{^}ey5@~FV#_q|$5xiZbeY*H!c+qRBlvAwRZd)oMC z%x^h)Psj~LUq)Z);vX@mum2d;Tp3g7Ub(6xZ(jaz@#Y-47%8-)-}I-xLmX+=Rqlab z^~Sb0wc8L>n6DjO zF8GDG^!qF)dMzvBv^rf@GW)pIainC{Q=MqzybBN9{lt0*zR!J0w=gnA?vP@sFwhG! zwzLrklJ$yKt%nF|%uNraOL{3PAHBx&^wa9A-r0xGQN@_u)w2J9rs|kqHMEXLtC?|v45;7Mn(tk z?2jnP00&c6b(uj~L6W;38VUPshV7S7L=KjQB9cX;Okn&=Xp6cillgSdV#byrF|kZo2Cwk( zu+H$!EAY~5$&(WGfz4AUB-k1@Qf6`&jg(Epf(DHp;u2Q-} zp3ssKvx`^e@wVYf`KD4Mj;(Gsk@oiF9NOB_k3_}DSnml6u?9F$l$bDM(V7p}f6^qE z(N<|h*)qgt95z^qpT=9j@kI`2cG)e}l#8`woPI2gg5xYK`gkyIDPvn;^X_i=BcAK> zn-XHpOS9em@+`jR_~#i^lVzzbIMr6nA=o&sK4*s~&|$;yc+bEz7+$oV=eLzt?j%Wd zMK@fT50F1J0q?;JRfND-d0}($N8(^Ij;TVeZFC@dpIE6r&5Q#z4r(_AD49xq4 zWNU+bn`4C?Hs}1v>9aL~AYKGUP{vO2)25AP@k@_r)A}WFjgf?*_UiJ1@cor#>(|r` zxIdUf?Ih?G2q<9lb4k{=#L>dRALc?gd*+8K+GOTc$yCfnyalaN?z#}oy?gS6Nnw43 z;H$3HV|yy=-X}eUwsuT5SdlXFpAOSpIV7^b{l+plw?v|@AbF}Ajj^e|wLR%8#%$Jk zrNC6kfN#=<*%Ir1SMB=c}-OW6HnG=YhnsG|zrHT5tr*htn;<<}RL zPw@y|%XHi!Qs1kIe*bMtea49~^w{TQ$1iISC)LtUJGCS~LwfZdj%EWE3(Aj2YP30j zuB*K6Ag{Bvu`iMCd{2#9Q|}&&S%*Q7W%-<=e<&_?8YD0OVV{cLeBRA&T+y8;B_nY! z_bF)?Aw^c-)m#1($+bX*rStozmt~iqBMieL_wMrgj=bF^8Mw3qw`mb|H!CurS>tvN zrOhZ%Fg=Mq(Il9AE9L)CIlw1Z8%1>g73!$rn8z0SH|AX%WXS&e!%Y1)gXOB4gKUfY zD=%K$*BT7G%Ghu84=$iMX(=*W`EK`k%1(~Kusd6VX`E9&L)bf?atM`yNB*qHhv-*R z&ljZH_r8ad%To8N=PJY|(dG0`$v(MkT_%XU3Z*=@>5fgR4Ywm&q-?LkQlUx^LXjVg z>FYUkCSI@1T0)BNN*K)P+uo6bxj#kaaDxVidC#{k`Xnf+#F&>}U5w)=oL`)wNf9%S zQW;z>O+ucymfd}JnnlfsP%N$b(|!FF?S)P2SwP~7#Y{U&K6U4i9kIJ<3ZC2t$h66? zI!Hl(Rvv=4j-k3tRsGkUPsNx~*Rsx>p;{O(Q8ztDBgc`fS>ihs`s~S#dhSHz;zim8 zJDc79cRr(=rmcPmrNI~KGP$}oAN#ny|FioSUR+&7U}7%=Ro7H^Rl$tFrzjI3uU>t# zmEe%ZKDsh9u%J-Go%{S%8&2KUr(l9tG=N70A?I)%Clj4?6$c%CZ^ZJZ1oNSW?@}qt zF53NkQG*_2u*GnU%XYWYAW*>0^YM@9?-L>>Nktx$&Dnx?88P#)xcRLgCHwLs+COCG zsqxek2)svoGUC#EGR6;5$OilFj%|JKQGKVZ};*aZe zl7b&uzAt7?-%kp_%;4iz&we~jKkZaciAjH+5ra&(_g8~9+mZmVSe1f=b=Bxd#BD6Hwc#^B)bT*&>ZQyTuTpi803JkOG!8SAj`Uy7P?F9+1 zZ{NOQ!W?B@%_cRlqrF>KM`~jGyG%IV?3=dy8-}URiadka(a5&fsO>-YhlgSw7kfS+ zlvIY@zrEAdFTc6dtwnp!vAAz7j)$b{dcl4onIiC{;UezA0B-XT1j_`+U$p0rm|M`F zE|V2xx6cIgSI5IB0Rns?=$@#p%8;MKo87n$0yK_?8^zz2($&V%FGvn89W`GqkJwXl zUi4EZzpkNT-R>gPZ``tI^9-1d7%25Fy?4hpc@L&J6MF6!v^`U0oW_xHVC{gclU(X} z*jdUak|~^+J8yC7T6P#-P??<*%<<+xPVu#E**Qk?7yHbh@x&c9L#Hlmjdb(G%jYH(i-aUx;t!r1)ppD+UH?3L zz^+W7@4Km5D(eA{ZH*a^jpJJQg!u7i{o)mT=OhZKp?t0Sf?{=J91C0>QOM2FD z!(Z`IOm$bu&-UL8Nj4Y8&~EXk3D%ykPPO3X$>HN-CxHJZAacxejbxT6oRT(0 zgq&9=@;pNyV2+6PunHlNu0lry^OzRlikJP6>+=#>qTqaZ$38Hbe+VZq8T?5RJzg{% zUv(nWyX}|WV{fb_-s;T5P3KA)2gYIT=U==C#MwPph4N{dD})Ghq1z?7kUrJ{~_!xpsH${z+Vq3 z-QC^YC0!yQAs~XZq#z~Dp}P-wKw3#jMH=Z+LQ;_Kk}d%O|Ig9){l4#i@4D-{7AT(C zvuDpUGtcbVhu@K1v{|snqQP;gWY`=zm6(V|_wzf`(|Wv1j9FtSvmjT{yPHh3bIq{L z4q3E$H0sr#xiQsackZryu(lH!+*a-K!8Wxv>N5e2%x)|mw7+H?men>7gSj`$l+Qjw zTW*OK<}f>{_CN~ ziwz40)zlJGq%$w)n3OfHYcmp!2H4MLl}YFw!^tvlD8+rceW5>-zcFpq&5%j3@O)5X z{SEao9G?|WfGYitae>{DNoZA5$J({v{}gL)?j?{;W6tZYL)}A~*B@cSHvj7fyecMj zJxYs{c4q><|FEuS#W4BI=@v-73uTG`cJ)NCFZSJe70+XpC#-h+QSM{2|sAQq*ah8v{KSYXkzT9r3$lh z7Q`T7Kk)hWS^3Bt;!hvszt}=k z-maHXl6NZY>WJep@ z`%*{gJ2qd&m%A%Y4SG*Q**Cf{S$6I-`w)J#CaqEJAy{$Z`>6CLHI#qcXYI?@ipfRxB!?)LEhvX`UZGqNSh#<^p_=C{Q zWtfM1&&Nh6NkxqB`v7Jrs&GYN<3t66*hMveAuR^1t9Uk`#yKp=5a06C_F-Yxm$}8f zuO1i5Uk!iH!8-j?4sTHMXEI}q*}tT0lAX<04;`-=ZDP%Gvl9zMOH>ZM5?r%YI<6%y zq_!6v@<^Otyelwht~D#DOx}A~S%;^a)}b@oYR8@rCB)P&aKlj9IM<)hP?jwu%c#)` zn^u_UgjV%e$kegKVY>)R`UyU*oV^%pREnTr$uJ7OdS+UzH4j}aiIF{Rbg>C0c1X>RW^0+m&qlLApuEP z`imVBsFFnx?EQ4%w)@Niz(}(kSB4?c_l;2D=BMcKj~k_*{Y& z?eh8j-v|qv0}l?XLPqXtUAnl@8@@?S&AyqG_76!vZa8afzjEDAoZ-1WN*fN|*tLv^ z^Kw6azVxK-8+A$Td!?h~?`M5exf^QkO%N6p6liM(kty3ddj0U*I>mWkEy1dUj0JQ{owzU(rQV2B&fC`NwecEH< z)t=<(p5TC2q~C=ah5EDj^zj*qgfNZ!X1YCy8@ zHRL$dXLEEOf~lai@*`5Plh)Hy_Iht0*9$ql`%zo>#X&3NL%Uk>oGc>_UD!zXc&jwm z?U?xZsp+D+F+SRx>^eENO(u_Lj8+`>uRh4zR#D-8RXV8mmiz5rGkbPe+jXct-*Nxb zZxy+5vTG-omp?X9=frM3ckR_rGNCLOhWhlBY3h8$#zZH5wW}9DTDQwvYX?ZR9;&F{ zwCr73#Tp!2??w1_sSEwGD_Uz>Ib;JAOHUF*&ZW*Mgi%Sp?3Bh5Q=4=9tac9bfg;#Vx;4F^^WYBv5l*01E$#HoUF%SU*>=E0w7Q@PBNGrqm?;8aH$s4b^9PY60suIGyas2Xg~%X@ zh{E&^cu4+=2?K%Nhd`^g6`!3>dx864ulynfREM;LfV48$mcL5Khi z0xAz8Jbd92ERcJ!Cr9`&?+bd$zcvU1XdDpwS21Fx{)UnmD?|ondW;WKyriS}*9rhs z1aO^yg#mXDv7W+gK+^04AEt2y@JIkB1n^*@2woE)aQ(qMi2`2JUy2gE9tFaS1Q<7J zzj&zr5fuUU0ThrhI0E4XfCL1zMSw+wXQKkLn(Y}LlAr(rV^)8S3Q0gl5)_2xL}*co zfHVP2vp)eQMlUJ~LQ>?PpAZx>25=DE0vAGrBq;R12Mhl>SO}a%7{o5X8i@f;81N?G z_5A(mpM$}|{W(|!Ca_LV@h6A{0R#}>e}n_KVDqbrFuQZSv`q*Of_6uN zfJ1_y7Zd`ZG=w~Y@+JrZOY{%JaeY$`X7>{hz6ycR|3_3n0Fj;lhzbHU(tkxS@Zcdx z{}mMg07?)^e?1BEV;e5JS+?{tyIr zw^d;H*LV;ixBwp#-G8L{0W0di(g=v*AL-K_6&URe9y|sE_-xmZ=wEpOfaOA<9RF$; z0JZ2ZpYZyJ3XJs@56*@8|Bwe!0IookAKWX)(;`Fg;2!u8dV~%_VSw5K`S8!V5C};`8S;h69iqT+ z_wT{akRkYRcLE3k{pF9*oyfu0QGjY=LZCYC7z+=m zl>nt5ffN-6I8u-^-Y_7ABrXJ}C4%r!hy$|_B(T5bS{woF1CTU?sR(2#;$p>x;jF|E z9@2j$0iY3B@Q)Oz!b2_& zvL4t5OaoCU4w45@wh$!0KZ5@NC*c}|;POSuAawtV0}~MVH2~=ZTcR)`6A;EW8_U6| zi6Hn0q$iaCNL%ot5GXFdT0~}nu>Hf%6NkOO2!S&b1D!||5IU+q>^<-r*o8pmA|wI! zO9<52zcmhabEOXFCIQkoln^?~f20LPfQvwA|CL5${a+gp!Z@Tr_&X&?N5uY*SRPRX zJPpBZL!=sF%R$%+7iWgZz*)(F$112GV1xf7jHo)m2g3Y_;tjZg;vgga;jH)&S-@q3 zM^FQwiGV8xCL+{=>=FT90DHHvfEb*945I$075K9^NC?C2Xut~pBaToEYWP3mK=FUD zg>WW92s`|S0vO^(3&4rs(m}+7?G5C+AR=P~K|KCxGr$H8JNZQe|4a#FJ?S9yL8`2t?c; z-s<{q8Ds%|ez-3aZ~~E_qJKbr49?DE3``Y9WHw;tg3TV}8Mq*@ znIe`K(Ng?%MDJ4w3*4Ip9I$T;p(8_-7DU?#as&9`PZEKa;7>p015b*AVBpBw+1uJV zfiDl47f!HbT@qv`7Z143G=vE5$qLjoJ^|}50(h>V2L&O8I4w9kB76VS!TtZ}A>fzz zUxp`O?IEbCxPk)wd}=m`6NAQ86xJR=3a77y$Uy~##Q$&P-Cp)DZGCmpKF2_}l+O-aYq{QgyQ(kUvZa%(Z z0e7`a|JIBQis>M2al@l~)SsZJY~w%9XeB-R*WK1PHlDWnQ-~A)g0xLBrO{@#5d-YFQlP5D7$zBG2qt$TNO*EZKi zXamkoB}yGEVQ9pfWUAPz2({Ow*^pcohEJ>H;rd_@k7w;qbQoa`eIxwyKM2#B^vF8c zWh^1~!6l?fp6Qhgnd8}#@3o@dKCWzkSzg-Zf%6?4WU)ZjVq%%OUp=bkwPPome_uE= z$8ikBB0 zminFTki6zu`;JoN*uTN}*7?PY>ZYcq#zu-dDJdzJxdsMZ#iP<#IDW}55-!1=rK~P` z^gE#)?H!@$G`OlSU)JRsXxXhRX(j7yp83Yc#y&ANHsLkY(n|QcN%R{7iaJqPR8&`2 zchCEKxAhY;f+H6!CF)C6N5 zV$2@00UP8f{VSHpm#Vtip!!>TdpBz^?%wh^AM(r%n_vMdTc;>!>occ}gW#J494f(f z)E5rnH7}-LV86J-FOLRYPU=o>ue!RrLb651y~BA|44EX4W|Y!DB=JRM9)}&nMOasz z9b`DA|31n0%nr8u4H(ZmU3y3`((jrOl;GQ0SXv?lVz)AOj>KS&>_RbZJA|_afdhcT zn_oX8HE6*5!q+~3`Es9sbY$eAzW&7c_-e6u`B-bhN_7h3PLw3YwibK)d-OXK%&RuQS?gn@f-1SP9184r^JzuSYo=q#6BZ>r&JT&P1a-a zHhF)7;~E;FrKJUKlNW>xl$DijYzn6G}RDxC(r}&%Qz-KK0aRd?p-%WPqEfWrIK4fwvgqHlj!W5 zk4mi7oKx0e_Pnp9xbJLi3b=|dWo1!Ar3I&#@gCV!Z*Fc1okzX57{>6wBB!!)O77Y) zhdM>S-;8TqWG(UHf5nj7al7C*3rjg}yV_|nk}5c?%!Nvf^- za2r0qg2Tzk$Q1PghgPcz1F|FGYFCoIFNH)|Ons#J_!7ZVz4;!d01}abqas&>Ti*0V zw1nrWiKV*z4fc8ZFe_tTLQV%Shd*?Oxb>w{NRu+~QkVbR7_;pR6Fr3EuW@42<6Qr1x4dX{lb7;qG|W(}~*pdLe`JeN`hkF5~2H! zr3WsN{FR>AspH-cyEG%+qrBlYUC!d+A>jW0-}9mNTF{+m@m1MwI}cZ@gMVHu0o}I~ zqcjHbTeyw|4<~r2%%s*QlyfH4U8l{rwdWn@5D|+>?8m$0>-?!Fo z$89!Wrp$gf7@+y_SqUZER13ZOGR5me4Dn`@GI%# z+(1d|TI08a=8?`yvDoLSsl;3U!@06%Mn*=4hMS4nX7zS+Rt*%h7RDCJ5}Ew2Mi-px zpXq#bbq!8`s$OO)oQ^?7Ek3xt$&&n-MkJpd?YL9=HjRiWoFej(mgx)mJgqucmI;gd z(4CU1x2?R;{FUl2rS2yXSxV0jXK4>XZZL(vaYjpSLM<0B&l~O*Ihz>$-9^bUIIYCJ zUoHL~*=uM75QwuWXX^J%CX#zd&VgRWa|ReFx?PPAoLtrkIMnh9Togi zceEicf)XKDO&QN0n=+Pi^O1BBo_m6ZI-4SuBN+ zA>~RMOXQ~!`R_y!l)A4}W~BoYBu#TPxP@h8p4ZRz{0dr;pQlpVNrJ9cvsRWCYgPU1 za-OZLXlO8s!(5REfiY!8UDw>)Tw1z)x;=h-C^WtN>#PHvqAaCJ)u*W;+l#yA+LGre z`>?F7@{9R_z_59wX#EMTRg59|DpTQd9wy@_|A?tzw3=^U%zx9hbun63i@EMdh73o9 z8sa6*5ri(!sbqBAf^(pJHOB)ru!n?Kc8HburzhAyb)`#$d{WZ)x!4dk zI^RgEKS1?#Uj5S4XQ64Lr#*k=BU_HS(@RjQ=*Rp1?^;#lZW50BW^;Ice9Ff1T9dsn z;Te%GD8jls?6_PkUnF$y)2wHyanMfa1k$We=}5{?3xlL%a*`wi7 zRR-MqEmwM~Tx`oaQu^6&=a%Ys)VQ@Z=0CoLekrd1_tmknPNPR9FBM*&Ftgcm z9_*hMCm3ky>yV96>yV{1`K*5VQu<^CH6AR{0!J>iwYZ{UFFLEzq|s8&RLwmH>e71o z#MZXhdX+xo_lt>KNhwB8_m(^z+m)G^4{2>oAJi+?C?ArI&2d|C#EIM&d)n+cH6y;Q zP4lb>#v~w=P5$fgtvuvT1jLhJ2;#YY{A2P(%-A?ymCyX!;>z0Evx!nY)dcF`q7`{l zWJb@g6n?>KASJkB2zL}-YdqXZfYQm{6A|$|*%(Slz$G7d{{CTotWYD|t?9*bXK}9c z2czRcEd2$`_gUDSvx_$Z4c7yfmlZv3a}Av_$851IT^|*SdQ#3_{-V1!XMPfKEEUUQ z*d%Cl`L@)N>x&EbE32`zaqd^o^UouNy@UtdFTTND7JXT3C?c!&QUCGI%zm=60*lb3H6&RIE{eJGJrKN$ySxRsA`{`_K zOc|2j(jrYRt^eo|!?f@1wU2`Xr?FBi*vbnE)^;Y#?$)(DJ*aq6zjO~PS4VVmZqB3w z6^7ODwUZq5#A=`AD@h0C_n~u*OoL}-ix9T73SwNWbLYwyM*e6hK7o7d=--r(RYQ6bBlg0XcjGI<7q*U`k{dB)0J``| zJAVn>#h~L-@9Pnhk)flYEaf#fKcUB;YYlk9nTCdrzG~k3Xf@C3@c5XLjxI4K=J@c? z&e0L{i5lA4E_Qb9s#BGwKlb)M`JU});$9)mjdR`SA9zCtz1HC-6%!K+)ha3~vK`J! z{%q~mcpXU>*j_AtyHi$GUS7^j2#v0Aij4h8wBs;X*{%*e=C zqAd~IEiNt7b$d)!JTp^sQi8nc^g}WtGSaZpgKh0yeEgL3yAA?%C?0)UuhT56on3=C zj1LbNx30dvE7ZmSJwfd!3Am74-<@W3+Cv$)HSwAh3C4ND_PxOCBN;R_Ra}}FTN6Rx z9ZVb?oW@3PD!$E)iaD4u}N8ZrTP*pYZDma8`EGw_Fa(IM4rjKi|zyD!2HVzKkT1awo zdZ6opb+vqf`{wY`fA(MN}OsdPdlC4_~$ zH_^YWb41+;bi^kl2zo1@>oUj3$J^W6|G8`WTv}QR{r>&C?bn5X(=UZ;8`$)5Z>>gl zCRavAjLuHBE{8H{zEyg1a7YaGha25b&XR>L%+0kF6{)ZjW1@uQ^XND(9=T*C%LiSRS@aI+-W-R?hwgzsHU%k+^g2sR%i){~J=s!c|E1sk>qp3Z&1FY}q?~h7Lv!3Ghy22$?Fg=@a@bdb4b@rQat*?GzCA3ll z-cSpV$Xjm4}-H>->j&)A1GT!_atd>wXuP1W>D?fi+QN)gUnp(Z{yaIHgHGqmH z1ld7!%7t-MURgOUG4b?En%@SWRu=p82jz5_JEM@$c>mVnSm8dEm@&5*Z~tJHvMa%U z50%UGy`wM*yYvJj932?` zZ5rRdtg6bESu^6+_8qo4m{U|##6yiGyV2USj*s1@S!89~Iy)5_O)4J}a`5q0ftn-h z_WbTgjBWq($F~<37lTip&+jOxZKbgM`nh*vh{H~8ZgMcYiPe0%2Ge?HT_(xRBXd_> zg9AR)7A;%#5+AsU`)c=$$v67v>jv+76D698)@9i|U{a4W}ZG zN}{5z)g(e~jUpno%`bg6*4DJ0Q?dh)I^Y=@)%EpLqXP6iJWp=)goIFbm5Yjag`>ls zob)p(CO)x zoKqMUXZx}LuZrU6Xm$YstC%WfRXWCk;gLf*4UO1dzV-tV{;16(%$g6-qOU3Zs0nH_ z5WVS{+F#h%38<*bf-FS)S3+M8G3;wU5^EocoGxU#9E0R6tm{I(VKt)le)y!Wq2*Vl z9w;k%O`2GU!y~rB$(-WjL#?bR)UwN7TzP~y`@Jxn5=Ln+P|@@;AN^KwoyLWlks+~T zmiGZ;;^@7VPcC%-5ZXh=yRaaL_9z=%uQ4)&II#cPxAR4bL4_N0LC0qfP>Ta+Mdg*0 zvYPJajdN9r6Rc>fHG^tw4DCQOVi{W>fHN^MQBhHGadP5Pi;pZURE{t)4&mI_(5AWP zPyY1hC+W@c;sIpjE`jXFM)Ypdc6M9GpV|C9d6iY!KHWA!C+Tjhzs?wUJ{1jq#Q1$? zCL$u@+qZA`nF$9`Czw1E)OLcR`Gts#jeYI7b5&G%9y1E?_Zz=oaY>Zv?eor3(0}}R zJp$*6MRtzw7mH54D5?AW=?(SC~ zrguOS;Jw39773;O@c5%z|7vzzY;2}6V<6 zaFzseY*<;=y#PsZ@pR)rzuYGUD=UN<-1pPcLzQRhp2L%MI+5|hCMWFF{5n$b@bKWN zsjSS*!wy^d%kEzr2?gss%eaKzX=4n3H-OZa*3`gCRmY)8-$q`HPKgzOJAY5Y+sjbA zPO*DL)ZBX6`rpE+2flu_^^Z&{D2N-%oWFlxOMuIONu041pODbXn)tL>b}zH3;mzB( zRx>1W!NH@MqK(p*1r!X~v-QpNb(nXPXk-JC^nLb3GD*0yK({v8hR2H$J|?#4A>sKh z>lQDAY=i-t(u;mE9wN`UoD-we5l5_WXLwj%`svXD)CI3i>qa6@GA1VG75CBAI^T2Q z-qHFrx%%sUFWxW{vpT1N<8{I$PI2+Lq?%YVsgB4|BmD>=R#qg1tJ`0T&1vK}H-<7Y zikO(`<>oD9GqVTh7M>#W_X-pXQc_ad+uJ)kJ0Gt@J;<3;8XNHyZ!b4#C_d}8J6qe( z*gG^~o2|pNO%{Cm)B_COytsG~k*xE@Dp5i+u;Vcl`dgJw0(uziZf3T)+|~DT_l2x` z5$V2Wz|CcG?rjAAZ2e+grsZ)=yrz)QNrU$hVZx<9RDlwDgvIvGs=3*Zl8WjvW;4Ff z8$2^_Xs|Qg7z5!IMLDQ5s^X$24k&2R#5CD0zO{Y(^Y^e{e$c11vb*a?*tMEQU-0^n zgIE9ILvJue|BM3~V4s!;w0u+x30FQY2j&XKqtFiM<*ylU7{Rass>vGU5|DHk7~ z8FYzdznn1Imq)NyAB;MUjb}nk6Ht1}D+0b%xX*sHr($@{%F0Xmqj39<^ZA#wMJkG( zf@1AQjBlF3W(k^lS2s6K9-eURoYd5?(uW= z>IMzX$I^AnI%DZG+^o~jB;QNlbg z4_@IDT39gX=9;}2w|$x$v9GJ0M@$C4x(qMPaqFVezjvQgJkX@e(qGvBY!W)pWgrfJ zC0K*H6%xWrh%ug2T3SY`z<)hEGxPCjF?O5trQ7Yv*C&eud?CM1d&rQsid@C08m?kV zJ3<~sM$k@Z1&3p2GZ8xXrLg3LonoQ{VmpWs$+;_N@fkCxXVK|cxM5IC7rt@U8CAEz zi5~8=gXOy`A(@zj+`H-r(<|tQUhU=C$neh-&lPlZTpv8(4lqO^Tsux*S$Vvsn@BtK zxMg~;5Z-FF&9aS!-lSH*k!Lbzp{;gOY09{R&G=S1c8N-c0t|dm zEx}FLcV$&L6ZLDD_Vd@Ezb`M8`xW zK~Ix~=2mlZa$dc9Rl0evcYy2+8}xkOK^hp=^6_bNrh%I~y+;%$nT}jMGG~{YZ@@SS zFT_J(4nw}3*2U7&!5YepgAv_mSXNTf4S!15+gChP_^t`H4ptW(9c}wHC%f8emb#oV znB=wPu!Ei5#gGfNS%7C%VWCtmUA1#|cCdWTL-xrFo2|=lPwvjD{=T+V{dPL}ygHi^ zVr%`O8IqctYbGx*|KLHKr55+t_BaV&>(+7Z?+3NCFPxknkf_%}Yirln*5VQtY6{*p zG)xRWFfk}9L!ETLW56@k6H8{{1BNB4Dk|pi4W~X)n^K1#$Lp2Ytsld?CPwB4V>Ia0l#^OCobbdq*0)U}Tnv6Y`M#PuJ|6lo@05o7G|Ca1t^ zM4j+sl=3MLmeRNa4q6>m)OM<%pCXe*5-ltQ6?Wp|=h@ou!Mk@>4ciDi`UjIV+)6Z77e@!kDP9_W1rrG#&MN#kN=tGy7;< zx9jZrrj#S3Xjp9VW3H%OQ((Z0&MN{E2gk3yeQaB~Wp70`g4D<_CZ0ZjNBntia|Vp7 zNcmo}7J&P&56#U|>}oS}bLF+d9y2i{=h9EZtN375Q0Z~|!FXjbssc}zf`h$c*EZey zM7=eWlSlO(-hMnyHKBd`L7~Cd($Y;!tCG})S^w-Tg~d4|qmTTXkyyveO3iRE0vmLk zP-<^bMiNU&85A4g21D@H5l{Y50$~3-9PGlq` z6qKywP>O)f13JNuz0U(&CUt{n@nTM_&5D~}bIm@@1m5`0e#Rr0u!G3Z>uP8W%+#9U zr=UoJr`TE-#C2Owwa&J-N@&Z|0Av9ftnWbORMldeMOW)*sxF6kzvnZ(@=T|pYM3@b zU(NY(rOv2H#oi+sykE z5VXL@WQp0N#VkI!zn|aQnmnhtaf#}u)C8c#r%JBt|*NmgVT;h)S!g`4yni z-@X~7$7W?^fouUYPzQ<&zEGy)7Gyq~!kC6Zg za5LT2*$Kv=4r_eT@4r5=cLJuKuWXBZ=PA<1AUV)xF}5Mgzi zlQDDPKUOqiOmV|AYAh@J0s4OMv>DuvmhP2OFzD*&5NKk6_Y0o-CAK1lZ>Np{+hy`* zNPZkCadFu9a@(x>5?1>XyBL*KRCFD?+j+&r>g9Z^YigixIXb|ffdR*bNjb9Uo)sU% z&{h-|7nl5p{q)KD?cKrKikxXHRgsaAO2^~3_F%-NsHoUQeTrM-TPvU$q>(E`_W*_>#Cgf&| zider4Ktm{ND*8LsT*NYvJ2Dj4*OUEB-a-HJXlrXLJ@h{IDeaugwA>tOI>&TZ zM%$yu;Uy&{gM$w;9u#Hcf;kd@;u7J+T?~xI7t0}}3Shj<&(*OACZn?64>P@D+wGOy zlfKW-%W!i)i2c;C%$!GeeSN*MvI6p?v#ZM%I!VpTzg9UibWozrS=PuAo_y2gWA> z=o5@X1=nrxDE*WzE}GQgp^KHiNby|a_b>V1RuRM77}Z4Din20fA@FVn+p@t2K?|*= zD9^^g{1uFS!YHFhd}7GD=debEI5;pCnqPh~GB##qV*`W4PDWG|l%Uy~v>^7RmhOghWIZsm~nAU8UNorv;2eA5wl< zs+Susmn7{ts5EVU_wL>8%>gu5+J_KU+twx`Y8wl>XIma<_2yj>+AQ@#BV zvRoT@t-x_d`_8>KQelH&-@W8-ug#wY$KJ&X>Od9wc#^!7)ZYHa5ZFqgws*V0C*eRO$CB_@E z!VW*}T%SYK--~z*&`~c|v2Om+P4Vv6+voOb8Ql+T`a4E#X^xekRTk{Yl~dxW3X5g- z>4cxF0!tEFReydvm+?JMcMZPXVw8Da(0nK^JN9UCKmPzVl4~MgPWzC_SKaGUKqu7t zA~`1+lXBuSwTeU1S_t%=qS&aMELUoKC{e4lJo|0%L+OdpY$&hwwc>A`gHNF>f&t%0 zC;3+dZ*qfdC9d4NYpA2um@1R9lvvMlDmRp5l-gqPhF%AT=xZBtSGa z2ZQy9L+`CH6&^CWZ&Rem0~Vl;XUpVOj*c5O6FEwWWeL)p|8}#nl(=|H`?TJQKeq_>EggG7{=4ikci=(cPMlT_TaBjV5=!Re~!aU(=--$-mMg)4#&F zD8YiBVw*DrBzIDpZ}s~jDT5E3n!-Ocyq*pE-m$k7I?NIiBPXzFg65R8F~PWa_l}1u z_&ugO4V~hp9o(1JQAvi#`+2nZw@5og#v}0SP6BelYri17yd_WCWeUbhi!7v+AarU} zInfT}9EcBb=LDx+a$6*}4>8w7=cjNL8S8#17rBx((&9DK>eD=tWwKfaw3KA${KmUC zvJS~oks(=kO0bF3CbTJ6D!W zFTUMl?W?dZl*!HUO&G>nF=>j49GdeM!G~JPW0Kv^rRD5@MLesfGLsk_%)f-uiN(o z8I4J%wkU9Hn0lI+9)w%(xEEz^zgCUqCXit!+lnn23e#1yod~H{?e?j(E{>Y!TMZ+X zc^h;`xjWFF0^9Xzkog@6htYmyE7NEUYxXzFtKR=cI@Kx06Rd%Lz_tjBFb{8?2Gyy$t5cOb*+HHnr2jdR8(#r@)#XK{khD; zj}xuvZtzjt7x@^s)CA*1d9tGS4TS{j(d9$ncbIn6tf&auCTl%#uO@th#NSn*w?|>3 zL`5xP9>m0dR<^^Crk5^qjPEQw7d9DydYCCaFcjphrFU`osj!gh$`gXu8CWQw7()ww zA5O2C%mjx+AVfCKdNSW;j)0ks^r6~Xf!cx^&js^Yq_}>&h(BJKfL0QmA9IO_315h` zAK9|EmpM3{puiTz5=o#0RrdMr$9O6uTnkZkGyB!pd8mx7WfNX|idME6*Ajo0Ck3Gy$L*KE~jiAEY$Z;K{QdR?OvmaFoTGTw-X zFcCa?vl)U%1ZUug-_)`mN4eEVg`!STmvHVsC-!8%EY-2^4s_V1)MpBQfqr;_l0ro3 zcoILKqDd6xc?XmA#U4HtOZTS+zTgg>83rC1aiI^;tOdnAD5Pc5+r#znu9Dl)o*%(A)hE?%`1JmrqX@i@5)1<7r^Im>LY<=W zTtvH(7lr(9+8B$ljujNLw9}E8%~6ibn~>T08TgpZmAY0Y8pPFH6n4d++**28Gl!<# zrzokxVuZ1g2aGFhf-D=K9--OmX|A{k_5D&i89SIIJ@f9$M>6i3UgaJ2uTLK9NrLNRKJ6|b$*O|)ytD-1sD zmmi%{fR5Z1CysV}eS%#E>Pma%*qa*Ef+mrE2*1W2<8Vo7jei_3w}#y+)=8P+q{cHQ z>!&vC%}YKWwe9vYDbC)n*Tg%k|Cf+<;;6$oiX95Brf}BBZej9|K6blg!f@ksp*zcN zZ+{OdnDf&6fjZk?YSeU>ULAQOdVTMG$*GcULLeqQ4s|8m@68u5?KD+$)=QaVjY@~f3C4>KDffS%5W>V;NM~w|yl%{Fz9Wxcg%XDA zh4OKxfUqKjHfhp60?EfbYE8*Q)!`&6%7$W)M}=}dYo^@Bfk<~ygFQizRUR@x(myZ} zqS---Ea-;@$1#5lZ5)!e%$&4*i99hgWWVG}JZ)!j4=XXR0E^>-*6ohUEBfXDya4%o zU(-zq)hsyUUMc>bi7SqOl6hnv0qM@m$wN=4Q+lyG_l(wDt{S=Uj<=G%5N%9U?>v+6 z_4P^dSNY)x*NctqdTprt`NrPR`L@?VRlRoGr)D2N|DQij_MkoEvMuDj2a&~J7qKB` z*DJBm8?si{6{@yR3nsU_b+h zjqB#UL@(_?&zkwUY*WyW(~PL|y>xp#^OUU%{d8$yXnsRXEHid*uM$gVKg7z_EZg)p z(fa9N;1<<$SE%dHj0>SvJyOXJBby(Tsum>hsPw%(&))jCjUSl(B;$U)PfRYW@*qW| zzR8qyemFj6@zIYGXw4^?d6TXq{@dncK1)Nm^1i3%OtbCe6HY%38<$dbkz;Nr&EmG- zRu}cztY@nzH#;8gm(QfKTo%keeUe%k@jwcaCQnnRO6!4+F8CepP2#i%(QR4t3`VWf ziO@^A^nJPB*TbW&p|Kqge>DE+yGJ_1bdG0@OtbX&TW=Q`f_Vr_rhPoi<8}X5Ba*r~IN84%Q*J`aP^JBnKfOsv2EM7?PTJKZ6_0Jl02~|wr$&b zVoWr#ZQD2RckBMSRr^o(K7G2+u0CB|wbxo3?JAkZY4*7;>f(h^SYdD!Q}*}Gjev$b>mBU`>dd7VJp|Jrtz10+1WN)>jM7Nk z`GS9+z``PM%i&V7l^b}o@Uj*)v9@!5duh|w{<@PwI5QE~4w!T5?VCGHn+FZLSZjW^ z4EJPq=98bTMp{B-B6$r8N0u9Wvk6IU^w1=@HIS+>S9v29h8?dUB~Fup7|E^3U1of` zg?+nh6xWcIVr}g6$jr>nBT+=Y2tz;Q(dmp0Ov(@NDM~_?ns5o7KcC)u0!1**@^n&~dlA@RS1Uv?y^P3zd#e!+Idr5d z8Dw?2OHaAk*k zG2PG;1HQ#owa5#9zLt_=su;Y!0nRBm`MoGu1{Wf_mEc&+=&LuOLutsr8ma`1!ewVP zAVVk1nHt&6-TsU_bO;*p;Bg7(YzVm!k`(atj$~T@Kut_HFptTqsu9>WZ$faI4 z4UV3$0JIAOVT^}uXVRSb0A^y-^2&`pyT%c^Ue&V=Y*lI$2p;3~K`H#^Y}yG<5J%-d zbYkDDB>d_-;5Ed*x=a_|m3iM&AumG!a)IME&)ARbHQ=7zNJgz&6VzeYOTR4Sa`xkL zp;eLm2lVn-oMz7mHuWH1=cmRVEu>)$x{t~c0AK(h4NI4gv)=!$Kp& z9Y-N<36|^)ou>WxTar@cmx1*P%v!m44?WtQz{K$KjW$#MXmc#FD zfSDIl=b?vu2{lsQIBuRZQuQmEWb+~^LO?K#7=?<+R6r7@m9B=BreGrfyOqrJfa^_Z z07lb7nN7&O#_aO#o!PZ+N;9#z@fJ z_k7Os@7OK|Sd&#~pLus)>chbE@xoSvTz+6fMc@>Atc+eY%lI^gv4!NO!DKRpRn?H* za(Bs$JK$VM-KRP8>OjwumRKyOj@z6&DH>ey$;d_hLbt*BZp-2%*Ryss_B??Y;9ZNr zL{H~(!^pGodte2lT{V7`lMHjX0s3#F!O=DxJ@y*-auzSwD zb*uYLkvLdF56dihjflEhX%nf>?C|&2!DR%(1k-)Mks{l5+Rz1EGVow6N^>o9t#D`e zbmK$UC9!SB9=qq~hoxKSNf5{|z@_Qpu-6{2a{03wAHs$8S4@v=Uo!M;seG?^UCnXM zx}N^syu`A0d=s&|`iweaXWx1ty#i?&#gao?dil+pFl}&`gzD>9U@^W>vH#=@m&s zPf7Jdh6_D-P0W1vHP(h$${ycRoR-El1Ggd%OcU;P7RFl_w9|v*&Uj26+*;4D9zS~k zkTFp?uvE5qiuzvZcgY6=Rhol==10miKYY)|&&Yq(xXJ5#c^U9CQtw*#zo$qDoRD;t zbQvtePw?kFIt{vA0L))`lg%%%&vO}9&uF?TKEUqu`{M^Vf^Gi_D0fd3$hb(-x&9tc zYGEoh>mJ0Yprq8?pghc`j}&}x)?>lWa@I6BY;xoM?#2C|k6a^JQ(7oyF-foUmJEHU zoCSV-#Hs&1G@9Un(9Cw+WqMyx_lIH4k&^Y^=AHZE6rkV{{t+4L!VSY3e+doo>E zi&xTF$^s-Kemx{kQ3II|NwL}k^jD*pq$eZXd2g(a<<(bvo^Vv8#XtQvS?I6+>NX13 z!b&lrNq(E}l@`Yp;oCmul}@Q_sP}jj-?bzg9YD zVZ>)LtLhTangq$sSj?c9=Gd|nH+?gC-5cl{OvxI|`qPUnfoj|S(-CF^lzlW9)N+2n zY4$rw)jxRkSv_U%csx8brxV}!R@9mY%F}0p>gRVdbOvsWt`Q3_QiMr`m`QKLv)Eyoz`~tt%un8)+DJYxkA0hI*VGtd_$h8pVOPBr4}lu@ zzYRZ~tl{RZB`omzZ_aU@pB11L#Rv@n-Yic%r$X!9rLo$rab?;Ke5)n8GE`O8PEO>f zoTX_9QTQs%0z*w~WApF|tlEM{>Y4_My#MnanX{|s z^6$KiJ==tlz3Xgzf`E)U1-HP!C2~dCBHVk&THniee<>@xm0hZP6KCozz2`iPajeVo zML(l#DQ)*d=Pls_OQ4T=t@e1-kVyN;<5uHH3k&{3rIvNbOMI>1wgb9~t~T~vPqzW< z^}u(+Nk_5E`wy*R%3vh`J3}LRNeMGLk@MzJthedw#fu-!Tjd4vP8Y4#z*0xkAeQH@ z-OMH5aPtpgDl$csw>q_A%48)mOH0MafcFEQ)olWIn8nkakWu$pgCLRabu3$I^+dW> zE$5KU*dRP)X-7izJrLhXu3h1!Cz|dmFxHI~ow|DwqmmTeg(P!D_cuX=`w4~^gJ;FT6Cc8fQNnli{{xySXlnI;Qr!u@U)=$ z)j9Y=CxgviReAfj7`8MzMQd6{qJgyB-?)s#o_xCYgLIX-r!dMps7$1S+Y`7k#*)K* zHA|WQ+ZiXWNf0xqME5r5 zM0uwFk6vO-k93ai`Bs~%QgALYq+PB_wSU?f4xop6D%A50vpnCuM7Bx!%l2YjBy|Ar z|1_(C`?$Gy*;u*C@3&kAdphcDT{`->$E79)G?4iSTex5#6(Q^CqC==~2q>`C@I`<T19Tl z)Fp4ad{e znK|eOjVk8@OsmRUNZf0kt=y@Z7T$VU-QJYg$Xb5+-u*;;iEU zd%l<$zYdpyD?1Y(hA`T`#qpNl!hkZbqm50a;8Ezjs_@m3^>P@UN)AAxEnNh+FlG0s zCHKw`wq1FteHVERLI1}2!JND$rg^g|`aA!coC1vGEg#uKlY`In--<#nW|GUFaT?TR zmB_U0(4X45MVi~^EuCMe;l1v~7$Q1EnnI8XZoh=r%O9rR8*Rd_xVSB~R89pG`=^+$ zu*2?@)OcRr6QyDJGfDxAw=2}PSZDNxdR;Q`Zo)3JcXi#5%bk?qG5R=@Zkr)v-x0PG z;-4L(HmS;}3iyl_pM-s1Y+(q#h8``4Ogalil45F%65aPZcY=kDTYY8~b4vvdL;Y@E zexkojVMkXH7<>B$yQA_+S5u^78tzdp{Z-g+w|a;AEYgb}{|?%_-ZrlGb=6-JuFg75 zx+%|!H_oexzLjZPGsFL`F!mh9KcJbqhdv237+6laglO0Nbec9hs6I%o{iai-b?dv6 zhkH>@LrM?9yl(#niis_r{i&3iiOrnclpFin(_S*j(zfh`qiXWnCRRH-1sKpjAzcC)xv_y8x&$__Wb4ROP! zxi z;@Qf-qWgf2YhET76sC0ZZ>zaA|Dfpi0ibLpfFGY&FM!@pnlTA~JRY82JUG^W|NOZ* z`X2aWKIDu+RXzRm)bOLHon0FC`I;=6qA6ST+nyJ|#ZCrWQ^*xd!QT@{g!=~ymfBmc zDU6wa8w}vat*7$%#xuCHKk(9j#~7yfGF%Bv0ABw#+O2q{JQS=|K;CCtuIQn53XvLh z`~2Rt?7MwIcK2d$8b9J(hScwVy<(F6`}>i}O)oiCe00LCCkt1TeUI+TKzp&(?!c~J zz5BCO=$fwvi@xUb)BV^YJ~2;wZYi_2lY$pK#a#Jt?#JSjc@!jm#778XyJt$A^DQ3W)_$Rln`PggL3K#xgk{FzehvmQIEd@9W zEARhuw>+G@|DUu)x4wQNL95%wk=g;RlHVCk4MVa{;-6ZmyoRI%^A#0_2|Cpn;wP}{J%;nydrw2YNuxX+~cY|!S4!=90vf5aMS!KgE07!_M%tOf*1 z1?Z>1*$nqG1k;7|*C|)b;XTpl!Rm)fB?a^_4vV|(&~DLGK4VCYiOFiLKq(vww(TP3 zp5krL8L;Ara$zD{i2|Bs)~v>IY(l{BLti;43P|v(XCW$CH}Qh3IUTq#%1Gs|_XM{kKH(IIuigGTd<7I)!+JFFdaH z9BcEa4pvb^FzHA-tvJZyt~xXW*M?XuTrq->On;y=82GFOFaaTl?u=m|A}8T4YoLLu z*R=lXXdutEKaT?>eX}hv2YW$rszX3=+}nX|?iGY2ikWpOFz!BGg{&eZ*9b{>O2M?4 zo4f^)Kt>qR_c2sNwO=^a{)2o-n51$D)?@SuA0uB@I>Xnrk63%w+D;=}zque+8-hb@ zfnT1)`&#RJD*y|tt!6uR`5DNmc`izXQLz)nTUet7S|p~)1?zA0i*qPg03FDw`#qMzd!F(V-01|mMl%e(YB$xZ+f5s)n&a1r7anS$q0r!@;FDH~Hf zV_GLl4=N088YBr*0jvu~b*Y1%waJ_57Z6de<2#0-Z1|IygguJbhs_AOLqR)b?4MO2 z5DVZJpj0M271`M4wUJ5h^VBDi0<9>VQwdW}0Z0;xP`w5T!8+o<2B?5@sv`HH%c3oD z)ZXxx0=#nZr4WkqJhU1>8n0^;C`W9|#L@1NO6ZFuz6kGQ(ZVnVF;#bX6H?+bR{N9- z2ID!CEVVM@1F~Nvwyj%;!ci0C4-gJeWB%45jgujQo=ZgK3rydznBC{4#!zhO1j5~7 zoQlgf?uRpv{xpsTG3Eh}21zF%m+kIbRe^g_0p#>=AW2cFLDRdY+>SaUQITOd9Wqez zKc-$n83EDTG>@@lidPCGKKg4yq^4-{eRV=D1%Jd$&mmf$fGumMNpy;7p6$pkG;3Mn9lyh&g?_^<8Is{WMj?vv%nySQFW}-+AYZXqu7fc< z0r+DWV@P2@g(Xm(`a>EcaKTQy(Tc1hJTjiQJk1LXQ5OS6IC5hx}wAgHQV^C@<_)<*%Ng7yn@ zzMeYVS+Kdy47diSg!f}r_}`-9p*VrQg>FIOq#^FGSQOf zz^qxYRbKf&07-imQnnmZWwe@n^_ZHq`I3!3zp5Z_GCJjf<+)UtGQ#P(zq9J1fD{SY z2I3}b4(#fJ>_WMw90vbP+Vp8W$+5B}51*9BGhAISomT1~c2yK1Wp>6D^y(a}s}(L} zL8J3>{bdfh97+huwn0l>DD|@J8jTjY`rx$Eg=5lcgMpj9o*33tQaKiPG{Rj&M4&

    P{?S*leFR!) zO2tAK)Y!J70Xu_ADULQo9l-$>6uoFp6~q*@*IaS`p~`)~bb-ynEROCnU!>V2mqZ`J zv$B~&w5qZzDM1OnopvfQk*T>|ks)+|0EWuLaO19T7ctC`hp`)(%+vFI!uluY+NT1PA~%xq=hV`PZGn&JVR{xKHwjW zbHIQ2Pav>@e^T(H(t$53H<9jMXGy1_I6KPahyI>jS8UyZ8UmQi2p>xaa(jZef%?OG zgTaIowum-z;Y&$2azPm*m}?PK7}*Cz>a12Bgzr>X%tE$DCiXDF?7b^N6$e3Y?~lDP zMu4!xjZ>ogTL!WGgK7)L=RstnTlZfTX=V%l23ylRpHef@hUKfLv4#BB*3J7!VKDX; zp|%F=Cp}1@Mgbs%lC6T|z&OuBLC9iARfr^E5Zz@3gdoKu5dgt4R3O2kl_kQm5RFOF zfvk3t@y(E$6Qih~esSLuv=eCEhNp`17jd%)MVTSSQG~=Z^tE-#30+f_#SZRtf(Wre zD;J7)g_C8oMp_jSll@2tLq;k;80@6PfEa-qGEz7u0RT&{aZ0@Xg{~lj@??;aHYHRb z`#}DZL>SePKx2US2vX-$A^4XDGyOZ%)=krA*OF$vAGoy%r_&*kheQv9chE+dcP}#_ z^+VKDfdp5?;>QwKUcF_NR0mgOK%=Z9#o*i%50{t?&cnaZL=YA0iYBvspt*%o^mUBq zZrh=w2Rw?~5mL?nV_pY~;#>ER+(8dyQEX@*Kv~4!E+|JE+@fLgLu-)~VbIr%2BQ6RYQ@ptM|hD4bvSnQR9V1HmX zQ9;x&%mt$?70?7ZJ7T|z@LNs>o8Z_3EBO#Y@>!TzoS=dW>UW@;CJ_jsz-djvC;K>Q z0PgvbbsT6V>V#3Ghi2j7WXa$RoE5g>VJz-ObzJM)S_BUMEM) z<>2He=@@G9GFbJqP6I!IAg+3oDEsaR<1D{The+e7z*L$E;2sOhB{X4GCym-Ifza9u7jjrV{CGt zLTgmfdi4rqZqS&$%Uu(~wUN`)<)&8JJvO@KF=rDaXH$N@jXIQ!ZL#Q{pER(5TViUf zyWMG(1RLQ7*<317GUl>OBI6O^Fvy*2_*jnj$c9&isnOI~0sdS487{!#Al z^z2@dZ|gIYtg4r+jq2E@M6u$%yavre>XegWd5>L$Nz;C*m&qxagv7f-H?0m$>iZeT z+t870Jzp)BaIw}QP9&V$9o!$l#iZ~rON`Tr?%JV++SU(~tzUQ1)$#_<6#sDUFf-Lb z>z5zHtSDL-44W(ejrQhzOs{<9eB3acgtX6@zon!K93v?%P) zs&cDRTeJ*w`n9Hyjs7Nt&1xh6WWL|9$fPhAl&hWomw<6a~bw_Zjvn|dfd zQQ5ByW{V_nc)(1V)bT~QR_L~%?-5)USXxc+nN%cnZ0^R zFJbahAQ|S1u4G$fLyVb1TG6-^vt_hK3Xnqmhjp+1IkUl2r$sAZi)pFWeQL;}+mK<2 zhMMt!(8>)m>ab&ri92=bq|7tXqsS(MQ{7BK-PKcLp{^){We7K<5|%!Ty?8XC!tRfb zM#cU8n%{@b*K28^(4B#1l&tS5o1>d(A+?{YvM4M_VMOa^YQKd9$*dm!A+?iRB-$u;uadv_>9XFFVTKzVq#ovCmo_l% znJl%q-EPR#X6W4j%@!72rO~6<&yUy7izrqa{ z*qS1X2;u@@jcvh${oQiP9 z#neRC6tl$+vr!JvrtUgxy&S7e8-BNi(N)?;=hbPpSWdnY+M&aJEhu9juL0H}PlJ*3 zvBCU#capf({p^Asv?3qUod21+1(+AOFnnC|^PL5hdfzz>HBGvHC2l#|%9osd?+3ux zsmCb$w>&-YmscNg*+}%So>FPuIa7P8tEW!Cwf9#GFJ3yy1rMoF9|bQ!_jz&n|Uxm(fGJ;-W?R{ksobYa3X2R{Ibkatu#BP=F>;ZVr z8^%mc%#EYoE>1c3+H(C`Djc*6S7*L4Y3yj%p*HsFK%EbzFW8B+Y7-A-A~?nK6ONfP zHN0ia+}{HdLY9YlVPQBlgdMnAnj_O8*o})c_~<-YWW#XJW(HZy_L2 zMBaPN*J8oG$tB!|8Zuh5%p+e+9073ibS~ZRxMauIKGW0~MVRptqlYn$Vwfzf^>`aK zpr@SwE|jkpr=zq$q`KA{gS}Q5Uj2fmQc_+R_E+ z=KdJ+Yt;Yr0Hi}4w&&|?e;+1LuCa`hBccmn#HC|{YX>$93=WT(^rO96RRE1E{KF4p zg^#ksuKXqL&qW>�sC@cIz6fvxA2zoBFHFeQb}|%quR_Y%j60T9+?87yZG6W2|{J z04yi-(p%<%-%E)!GqQzRY?z#SW+?(^`{9uZ(t7!Ew{U*?9RHU!&?! zS$$}WdZu|}hje4G`gfS}0ZkPI(|{l1N!%~2wpqjl&Tw^#2L}xGl}ZaGMEmXLe2{13 zw9Df}7)Mo#OHh1<-<@OfO3-`<7-r_kk(;CGtKqH^Dmj8vt}Hr=XA2K`Szp!c`3#6l zf*I!XFK!3Wnlugaul1Op03ptWb{~P|1?QE62^jHsWROZoK_zFv?Y_4}5E1g4L_(Lq zn8w6gLA@}QidV~7$xBBRQ`7&otS49f3xmVjt&7&EDBqxC-Ym0KZcX3bUm8HH%|nyU z^(Pn^Re6$IGw!7THtm(w`#whbTRU||t8=+fk;@XC(0lWm8XFpW?j=A+SG$2|`dgE} zT7(Y=H{%1qXzb@0*Zh@gPX7u_Zkym@GWzcaxvmYcTC@JoQc~6;S0KMs=oSuBiqZkE zZq!NX#{$&NYuOX%`cW*GEkp-4OlNB9N6H#rJ4qw|7YC^r7K~L1wYj6_QI803IbtL1 zAWWjXeX}0`n~S*=?(SS8n^$elj86~3bdsPWjn@@$FlpTV_?NgFBFuMFh^sZv2SsT} zKY$DPR=+t-UO3(GxRXu*O{Pr`6gyFIPQOstM z21*5xeGTHF%VGQDjd&%1=QjcJw1As{D%cLpc$zVlJ1$@N>)pKEbL#P?W}ees(HJI| zE}#12d51r*j9a*Aq$Vq?-q(nCDJL2zetmj1%3%=~nf`1vWaImz?p z8BFgk+?7)Guj@2v8M@7PxN?7%e1;GYGi18EvRjVE$o2%~JzE6Wbx z%+D#kVuEcgx{UvrJ^d1EmU^yE3L^#G`k@2-)j{+r&VOHB@gRP!QIZDS_S zI<=kRX$P@_Q!#ll)e(;LrLR5@@dE&u#)Vz*qyr_wspfjBY1ZcT)uFi7sL$2mxS3%< z=kqV@J2odx69l$|Y1#c8Es_;|yqcms=vu17X*4hO=_T0-ug@y1djUr3!`RG!@M1n5 z-nWltUd~<(!d`#s9ANG>s09OiG(BoA6l6kq-o)&7NvX`9ZKF2lZmzrVP3{(8M1p+Xe@#1ZQrysv;v zULyeL5fg{CP&z?=tF8I%GZF%vs>y36XeDcHv5ClYJSHA0QKzQDXb5J18l|KoC1oe_ z`gJ?`75e(zXqB|AvV0vlH(yDk>}y-;EF1SZ)s20&0Ehg660I0ps5=wVq-V_@LS2Nr zck};>1v1qp;O7de-k~17wOi-A-X9-$UDHQpsXDySr^s{CZc60e4rKtVN_Jn54;D+% zK$+;otr-KueszJmsw4(D%h# z-e=d@=ApuBAtL(+*4KO1*^DoKK3_Y#*6|Q#0oBwUr##2ly;m$`{Wfotd&# z1jF^cb+N-)P3q&6$|-fKzdwlUHcJWT87Skh>In2bLRZDu2LwB8nX9wYr z>?8P37%gtL0d)jTF>MTno-- znT}aoyMm>CoO zlze%AfA7%Zj(mJ{>g-9Fx7)6+O`*If zY`Kg_!b%zXX#&cLw>ETs{cHc&eTwdgOL^>ZSGZp+xyu~0q##^v@<`vrvR{=JC=TH= zjH#FTHZ%)mlsIyBiBdopnS=Z`AIa*K4$3A0A! zth>SeTdQxc!zQBCog&aChLfNveaI^{{&(%niWglL%R?T9Ee0nXbX$VMLD0pz_N9<>u&sq7Cv9N3}7pv0YZ@0UF zxyIp@HO7tNce{dtr4vmw1$Vk_M*)diKPVO>S84#)#YF{VG1IT7>%-T-mFeu5U~=^; zDlflDjYO4yUu}$CJ{ZYmsT9Ul64BoctNV`doc^YkwrbJMC^h$irD#N9f6y)5u%IPG zw40kaq(@g!ne#Q{EEeOsWuy;M!shy+e>KB)UyO#cVGe6xrrHj0H__d&UMlxO?+z@6 zT&n|Wdz2Q3>De5T+Mr1& z1X}Sfc#_m%6}%wB5|YwP2J>vRM=iWV-Cw&6%T{Fst0&fdOZJ?Bicr<-_-Xzk)Bq?9 zoDR-zwp3=1efXu`w)1^iXOo+eDjV1{<&=)O_zAzG-txrAYJ4U$OE=qll{!JPRbjPl z6%`VPv7fy=+>;NY^;s$ifOAh)avP64oN>U80VWTP#dEgI{IYbg-;PYpa<@P~>qw^o zw+Ex7z4L8gumtS;QO1Y$GA^+cuK-g8%PgSLJMyzF!CeBa0?{Y(R{Ec&wYU6jhKCm8+aVl;_?xrbEJ#Q8>-2 zWFffKNwJF>Q~PsuF@y}RJ?_Ffo}7mfIRQbN*evdH-J+>O> zf+rXryOs&f2{+I3*|iJj-m9hkkY6poGJgGXe>Ue>3dCpw$t0w|ZzXJ|0cy~PFOkxOvB~+MH)Lz`Wq|4r`K>N>YQrB*#g86#$ z-(b?2hto(}3*R<*%IA30Ex&RuAGuQ}6e=1}Hsqr^+1Wlxt9d*%EB{_~2#GB}^X(p{ zkS3mkQLBlJQky=Ep}+3K`rZZ~>^nS5JvX_?j=GL{bx>^mxkXQX9t2PxAjfNT6y5&b z2Xc?lOLz09Aw`~Q?tJF-&+wezRjDmQqV(h#Xzm&QdcAm4GtLRI2;Mkp9((A3A&qbF zCOh~sG>C6FbZ_eiJUS?hi;$@}MC>iUK+e&*Eqtn{J=ia@vVAHG72TzmNxM1fddJS3 zsxYj|T&r&GM7crWp9UbaCQ)y_Rv;repS){4URS@2ImxE$u*R2TF5u3uQK)hgPba&h zhM$UOdmvB{&rHGabD*ppcIa`%C6%Dia#B-mdg;~z@9saE4x@%+bdTNq;C+WcsDV*o z`^q$lWo3TNmlrZeT%%j~C#r|qYQ#x`1SjuUue`<{QaVQ+dH|x6XINy61hxrgWkInp z4=KLMu&+LH$*F0450=Xp*{Aci3A1Hd1%~mhBCCAz z+5Z_?dRYQ43F>&(p7PLNF+Z+c4q|6Tv^DA#mGS(&Fw67{6B<7bGkU|t5{kcxPLH;IV=Lh>o3t8z1`ILdroNl&K_ogM$`4br;A-}n z38?0o2=ZNK&$D)$?^;?a=y9+)bx#c*v@rQ<2sEg?N6Npl!1(P!TkRT5KBEQ=OLh;o z&X#(#a5IfN#b@lnH_zh-+~6Nb2)37%KJ%^Kt1jK!{JRfSc^~!&knCCcYuX){d zKIgc%9)4xkBBAH%=d;ce`wneYdb5=;0g-!!lxxQZk)NP_mXq5lt5s@SjCA)-U&0z} zHD!BO^}0oPSbZvwSJLu4in*p4<6`U|!<44N%&Fpy$2FrIR6P=}t`sk_e!g=cbi{@P z0A#!TJZav+Riw=z!|G8fb81umySkplvL0gdp7tVhXhY~|X41fW4G8PoISi{m-wPd* zn-c}fm+3uC(EK3ME&7+w^Dedr#PojaSZzXo7T0EvvZmdkRUP96#$PG0Z)~^5$I>ltWk#;!~Y0FAy

    6!eYw>%y>E#f-Oop8BPbwc zw@8rd<>_TVM-%^_;k*E1|Ka;8mj%SVZM|}F*y}Gm=u`nTuj?KX6{uWvG&h*|9yxKV zdvzRuiM2?RlMHIaYG~F?h<)T6@+6=2oJCh%i4}` zTexfD916Lrbga7+6-fvlRvLt!So)O-EkN~xDe}=nC$VCvl9s#I#uqC&8{i2}i2vaz zUdAy1+M7bJT4yld9l{~;POXeflfaxr3Z=9ql}G2R5r)IA4{b^8a^^z%+eklNtVr@X(S;mGF6ZqkgmB^LXjKanKui9JBRqj~ z;N)*oMIKHTv_@kfgAUW{LuAty@{0$MzeYmaPSc_$_dkA@dD8Q0=m0Z?*G6Kns>vA+ zj8#h@5}o_Z%L+~fHT3zo@OeaVf&z1y`WEUB=Rm0SyS2o^iYe?7yg{S0=5TGEsn^6 zB~h7=dc^imOIf^5fK#%d?}~i|kETjd18m~w#69Dr%2;GSgiXkrGw6F)OE4OUS`(@Y ziGMCPH`+m{lml_!G(HoCvOmQ$q%sJl@h(~z7Wj9lQwa32{R6+pAe5W`gL+<_flEX7 zf!fjtGwuJWGt@kI;4n2069>pse??%z9g)Wd`-*3v+E)D&4lgqBK<+CIhX>9m*AH(p ztTd}E?VRoZgw*Be*9XFlrG!mE;p7XR0Y{=LiN>pTpX^Wer+S9vnOhOsOhn7gwetB2 zmQ7ql60NC9=pN zMZhJB$f%RWf)q9+a~+I6-w`H8FuFp1W51sbDNI>NU5o~Wk>nky4|XY{B|S|(Lt%C#uo}b4BR=r1o z)FED0q&BBPt}wSOwFMw08lIhHiPWP24;?vXv4hHD^G<+JAxVgU>_Z^IR|w9P`X|-r z7M)n2{NUd=TBS_DAQ4Cs-$lROYx+RJskrW_01hStRw;>=Mja+3Ym~qu2ae0~nAoq3 zheD_CZ_MeH0rr_qRVZorBg6;pt4K~~I0Q->NUQw$&#Ha4>J}hFfbzFNoQL{wC4Owj z|6KNoMkc2zS_J;kpFr6Ogo+0N6xu|el#x7woD5HZf~e^Cb0T~>)(+W{2!-S1)O_SN zWc6HRpQgD)vD7#+j1Ac*Es|wa*?!=S?KnT&3wB7M7y~(J9@K0`O*A4@PtU!iv)|ae?TrZN1WIzp}^O`ogIy~J?{tSR|FF|r2W;C>s)Stt-Av{6M zf53LOmRdQ+=)m8ptPsWuf}$Mx9U`Gqg2GIn+yZ}_-4hfFhJ-M|>6U^-)&=z)nH512 z8dDT6;x9hAMR2-Wwqpw$8g9JZpq(79Q%f)bOx~>22gD3&->?!0A#FK@e~e>L4w^-n zS8}Num<#~LQcPr!RCooGhb!Uu6SZ!T-}wvX6WWXt#Xo|Omx2ly7ctj>kyXt{CQ6VN zy@*q5@5=bhy3HQ(lVysUc@PBYg{A0wt*Xa*AV1uLU~Y)kH^T35>~#vil`YdF9*ei?@UKh#lK83s|XVsn2R5k(|e z4RCE*eUK6`3NpC;bP=gJGoURxuef-R8o^+w53N!Z;)`klmhp{$)(l#suUyhxxDV}V zG3pD~J(7%3JxrfDC=cY^jy)9vXn&BkCVSnT!GQtzaD`q8CN6z$cIhCu-yFL^v?0q6-m?4ib_r zITdme!wOI|JQJdF9q=*`wt2`t>;%UoY!m>L^Hh8qBn7){=n&=(^FMGAv<_<5F9O*! z&=*xR|4~S@k~N94QCy&Cb5JRnSimjEhyVl2ANsN3UvKN<(}C$EHr6qMM%Xbr*#q@4;$IXO1K0X+$H zpMt_q?gl}XkYrXoK%yt2AqVwEH95zKkd!1p&gfl6qXUFjnJ6R$9^FVlN(lgt7BWfV z+NTO842eWSj#w#U!qZnBwoSEe{cN4rDI=knjy)+wgFrDUWeZ2)z@voT z4B{W=lwc!^Aj))#g~ULmS%R2LMDS-(=J=Bo5FtI24&@Rge7LXK&lv=Bz&Ejlk`^qfOX3A`FX|>>vVA|j} zLrVA?-}3rqAU^&b(U&}XR7v8!eZImXLTJ!kXfpRv2%4hJQhuP5`8q)VY*AH`*+v#W zk%sWTTzKcaWiVKQ1VBh=01+Cb2*@uIS`d>ta09H-pIq-wZ;3X2 z`FY-)e#}^{Uje>qzu4Hv9W3rovGt5_uqK}c9YSN|XJ7&dWdK%*XYYhRu$1Zw0stT9 zN?TpeXKTHChu}_vyvA&bZC`aA2Gc*OWWAGD*mj3xbR!H3uD#@TS)C(ILKJ4 z7EpcUq9fzBYysqIN59(g`abQKQg7WUa0anTedF6W{XPV*^>ng7hW|}&d zUg~j;q*%OJ+oe{&vuhkoQUA*M%Y8s>OO!(iCtp|3J!PJ;usl{b&HVDPO zHP)xu*gRc=LKKnKrcWyuaghPNYg)H$njk+HYawEAH4SjjY_&@SlW>3Ds2}q=?UBs9 z-|L$6lb7EIgi^)Y-Nwg-EUYo87>PMypZBgvyxBExWg#XW)*@#TF9B_S3!NiZf@d79 z_<4FX<1bb=A~#wi{Spd5{%q^)X#YGv;#OJ_qkuWz)cE;MyYIy!_xgCcXZ>sHygFn) zXuyHLmkq2G7yWz&RZQC2$wrx8T+fF9haAQnt+u7K*wMjO~&HH}e{o~%MQ`0py zUHyCJ>8@Yn>2uD_7m3|MI_;|8K7PPuwMqBd9eF%HU7v#n2{zAU49>}CB0gX1 z!r@O}Urj)QM2MQ-R3-|AieQe*L#t*47ah8K+PL9?06_(2Nz{1r1cPKpy%|hlM@%m^YLgBPW|3HaQC`I5 zq6emIuq)fZ_GBzMIv3mP>tW30)X-28%}fqOD5vX3iL4n)f=^}N3O)`H&D1ry?xnkh zeNHzSBb0IZ7>L32D|Pd9B?Sy<}@)59+C=MXv&Q>UhBrE ze2t@QJtJ{uO;vF)liXDTko3ra&9a@>3=EN69!za@>|%8rDHp%3=7Q3@GjA>Z7iYE%j92DKy(3`T<7iSs5g(lkxepmk8hXazr`Qe*lV+!#3n2F!P{%>R9Q zKlH|lRQ=f6XbfnfKcyk>N%*n1Wp=Z~ZrZf%xaH`rLK1gX$0q^FHLS|TH~_{q|7F3N zc5^l3T=|_F)tdPRRgBwtwNTx{-;0SFL?&fKl-Me_8C76jPC_n@n9eWX2B43qiGStp z_pnjHR1lJ`1FE>Lg(d;-q{k3-KE3mT<{E_qrE0Fz_4I z@WL@zeOq4+Xx%(=NWkiv+U1*`N`_*bj@>((7Q*K9{J(vM63|qK-d%XhKAC+R19~~V z(t*YnkDDnyyVceCenNiZA3LF;*Cb$DkI+;vU0GyrAt@Ul0Fs8yN9eIPB1YiBBT~|3 z%;RJAn%MDmrnZ^m-c)CA++6R}`j;WE0vq$JnV*pi^YZUS1w09fJq#f7wl=L4(5l)YUew*wuHWOJ<#EY=ZhZRNbz3DOHo@*2TJpLG*+gC}6c2BDcyTw~h&I-+eaq z?*c6KMvrm{sb}Lyv~M3BmApi3`Xxxhez5g)2=D-?a=T$<$u#R&ufByUA|BsvD%7xQtmmZRp?f4Dpu$GY#^GJo9jqO-8wjjEM zIU^nbw%WGkd$K8A=5&EC+(b7`{(KIn^z{1gX=mo{gms4M`!DbAQ=Ahn#eAe%p{nQe zBKJef#WF~$DVUk8nf@I9yt_pxw z=BJsWz8sx~`b-qbZlUE=#*H2^T`LUn zM-I11t5V0gypva%@-8F$?Fjp$2>aZOm4#;Ox8D&=Ie`;XPfJ$CWJ>Q8QS^B#3KFi* znXynJd{DE`i9do9!D}FZ@os>+3c9i;z{SvqGy8Kwg1ltlJtC;1G$nq-U3WC;zou+U zG6LP0_)-di-2`eE{CWfdcfuWW28(EcrFv-~nbvZcg4frz4Qa9KFSB zS6f@wxd-+;rW^pRkW!~g$^hk+n$CtHlr9dV07z2TT9Fn_zcn}|hZ1e9@$3@`_$U!6hk9}BC-lD}_kL9X_Uwm!}sbW{9 z5?7_e1?=DsJb>(9y1ZKEmXCNxrPoKu^Pe!|rzVx#q4^~bn+p(7z z))SM*kM}NGDPD%fj4dx6+DJ=-!k0fst5b(AF00ZJCA=3`nNPRY<=AhfQ`J+W)l=9U z3-KNc29r{}WQ+Pgu6iUcL+xUhqVMm46TldZE*xmLX@CVOLEM?FCFD;gU=)Wm&j44s zpIHU3a67TN5^3{w7KjZUM@tw*|wwe6`skZ*}s9f=a%zM~Q zI|&`2BZNhl?b4KOl|I2*&3K}fPCwo5xjQS8s>h`HN;xQNr<6a2z7I5g9iRKhiNEG; z!|Wi%k%cLy5X03+SE~*UhN6S6k0)j+I?m_*zA;xWH}SCVnAUE=gMz;2b&)&gNYU{b7q2Zx0$<)aQ$#R zFGrEq)@o&?Y7_jna+wD{N4DW~$KMP!d4EuJkEF{u=hL@5M3(N0>@ce> z?=iMf3|>3tZl~d=yHk1k><@2y$PRSxYI4b*%0}V}(2LcOx=uOAu3lP}nKo-&I~5Hf zRYTra6J^!8!XdBj%9L2s-OelYF*nwKKUh27PbQ&qO z1ny7>Eg?f0@QdTi#VKASW1d@u&C0e2_NYT*k6Nu9}RpACC)mDX{_IYYV^L3(zbip z4+X0sFUtfx8L3;#Nj8?2(zdz9Hf!4R28wITqUz2a$CjO*TuiH^AUDw^`L`LZT9rHX zNBOs64i^;;agS6TsdTxDQ#ISX z(i&64WNy_Y3o^C1W%!Z85S8_W|IAsyb}E%$XU}H|mj+7U_mffFxnXU$h5Qd1H-mr& z<=Iexm)+UogYGe=yw%R;a%lLvzT&>2&7|KRv8_Jm0w;`+6F2leBttq7CH1gssRKQ5 z9+=s1o>{x3F*a@1ts_g(p@5s*gs96&l&J&To8lNuszGp$fh0C(l=5g(`;VPk1oXqv z!JD-}`nqh~KvC{1(eLP1a;8Of$D(HF(#klXMPPZsA?HQR^oYz`+t&TioN8O=n@kT| zepgTU$2aEfR!oe8%Dt=M0*2icjLXfOj_FKLd^5>J%J~?uw&_-)k>u4hppQ&>8z}@ zPZ?QCQ@mV!=}wKi8N83uLRVhdE%1dkKVo8!hv~plP<=4Y_%zLx=M-VC>hY&b1G^aL z32GvTS5eBMS|DwT$)=MbpxE>9@J|%rY7Gy^l~vsHk|G95-U`$BirQHYP6c<1CQAlhD_{KkPe?qW$?8GK zIEqc?qRDFW)u+l+r8g|yuu_Y}(6_vQoh-jl8y*oUP3k<;Y1-P1ix)fyj_UE1moK@E z4W(x1U4i~_r3m%c|BtrJ$<6k^+A_=kXv@qzJpZq@T&=I4Krv$PkCga1dlN(cbI!vb z>-$8Y-H`A_FDLn-v@JH-r4-+-jRhN@t*rN`BN9?a<@LpD@(|zn1mp3R1LirpceHw^ zK7mb?v6Ks3V*bA;ImGun zym+_0Y^?OvZ+ZaALs-M0+Mvn@y`&%B0%}Ynp0=Si4(fR&jLzR=>Rjuj$0pkCyDkA? zI6OkWUh5?2AX+LoW$Fe){~Qh5HlVMs)kjZ7S_(XVKnnATx# zq_4kj0U-J}F_d7{qu(MAnrahCcQ7!x-O;sxo7m*;N_{9ZP(}4TNS7aA$ z2-8c`Ke(5#w?5X@jfleG834U}L&)<6b|;ePmP<;cQ#r0gQmAe5pDub%P$HOpaW3|M zJFH_n|Eyyg?TXx^%^wO=mc;u9X$t;^ysti-3>fG(_R`v0;tei$CI>0Bg{%|TfytfI z4R?ab9(%v{sTf5a7^It|%w*E3WSsBygEQo(mB_kz#y1$OYHQm}(%=WsyQfRl>~s2v zN3w;u1()QKWet)U;X=arenf}_32OXA6|h5*ooAHfDxvjk3}fZ5XX7R(?0af}2<7cS z0>JFMdnluhpI>|h2CvyiM8$Za4>=!Hi#@?D^fM$04h&7m^qA%B)J1S2|k1U^c@Y)l^@?{O;B(a4;5Od>0rw3wns0+TR& zxX4(HlyT3n>#1+);?boUdsm7v5Zoa|P)$yacoFg32!EDD5_))v$?R?aXl+Cw`3H!~ z!cGrrR!#aII74pSHBH}}Vu)dGRSk27P)(wsHP}>GMn;Vqwa!Xo#G1PPqp%faL2~rF z!CaQF7CO^+Z0~zE?A(?h$Z#H6v=iI(f{ZMdjB1#Z>b(?#FDzM-B2fFFNbA-pp}<0r z(VsrgEOL!o^;Obuj9MDbVh{l^(tso5CEdcGV6w94k`TZ&^2{I!S&4`r>FHp8FewV< zH_{@7O0@JOS~|V8^deb*)8q`p3jLzVE#nH|X-1>NrBEZjS;2(=!9Gwm!%8~fB&U&1 z?Su4=9{-E}q8ucI%&W!a3MMH2F-WR20MTcX;U`;@77M-Kqx?uq*mQ_KD+QHdw+uYlMx;MfGCS5gQ>?W19-cy{a2hFzwu5xY4KA zUv8Ni4nqo-h>JQ;j>T^Fb=|-SUV9_Ex5>OERD8^@T)6gNWpt5y0{QD~|7MTY6{h~3 zp0uu9wv-NwIYTVZW!CWs6;nEupLaAcp)OunX@@lR;RLU{h@fiO3&>6{O1|;Dzzx zoB|~A+H%O!P`RH9!r@#y!Pw@r&ceY@7%}moEb*DCrsF8M1>xn2j8NkIQ#Su9!d%NU*FnExn8(*vpG{lyG!o#Sv-wxAWg2Y=_##xBq@E{OcIU!-9V3ke6Ur1Q{M(wLgjpBlCf~e>ECNX#% zoP>k6D6!B_>~#TXv+E^Mv9{9L-$u>hWCN8;rZ6Oyr=+~(5m4Q&x`xS(+e}_s^nW5# zob5DnSSp9xa!C$SJLM(71!7XYqE5}y#Y|%CYXQaB^y-2=k+10IJ-$E4u-ES7QjUHF zYFA8m*fTJg-UD+hF)kS?f$uQ(RUEXx4b{j{Y?ZE<+ax3B`vV}F~3tcin@V7Ez zdi%_PB|#KIZP zMa;+&ZTeXKv;7hvW+!Y^Pkzc1^D`^O0W-;>P76@S7Sw(7?;A?Zgfv$S$%Op|E&$TE z-V`NK#Td+(MLNOUQIs@21Dqc7R4KS2x=xG}Xy#3j#73!oYP4mXR6MfsxN?kYmt|*w zUzd+kU$?s&`6ywGFda$K&*t6U4+Y!LYJ?T)jf`Mg6mlx%u)mavVP-?Of(%aNggaSy z@d$9bf>ZuElqY>*0*>|r+rZ%*8Ip|>m>T?Zs;ciCLW!xY85!ke#b&RHd;$`MbPNjJ z!>vJXRt_Vo44hrL01NLseNDq5xH*Oi)&woP+o`y?EqQ?pU(T!Pmhe@dNm@C!uDEc4 z1@j6R4wnPfAq4HwB!;iFaO!R_y}|^ss~{j6`Dik2$i5D{I@O#jW?>OBJ*ELxS;^2j zNN$$D6pkrkkQEUT6O#Ih?s#oa&rj4OI-*NXm_GXJgP+8{x_&DdW048)a-q1MchK&4 zdof{Y=>Kt1nQvey^me!VaoK|O`Fi#mVcGME%kwuH?xU0cZQ;4oAmU%8;rqSNCBV~l z(#{j`@_P0}boF_$9?_y%+ui)Xh1)vsy`Bfz zF0&uP)TFyQJ@`0r2#_l{ZNmS#0#H&RI`90o{aNRZX9>s?qAX3`D*}YjO zi0HJ*-h+TPmuGX^*X3}w0&+O975Jb@ zwFptNu_D<6rLrq{zxU%O?t%47apV8QUVy34w|KY`^o{-cBZW*7RCW0XdZ1F8l~#!f zzP+=lssrYe3z*4fk^{pIS3pjpI} zPDDG}^7ch5Cd0&xeQ@O=ep~w&>&25!O_a%dxyzE>YK`#iaz}ti6CO$Dsq>+`L>k1Q zyNIu!KAj#TfaBR(awjjR z@R64{3>aSX_5ns$>{F!G7kpW7i3FTN{t@Pe>V($UEKEd=&JQvy?cP+e%S?he1D=eJ z8GN6A&$s<=FA}!@VFh?l*vvF%<}!RZ`G3AYTB*v$*xQc~%mgI(+_wdMj!az|VmRV` zYyR#6%G`=OxJQyKYuuQwK06!o?5L?YWOL9bViHYDNBwe<_jhHL1**MUAjq$=&r?Rp z;PovHN84XWG%M>^`OEqHU*x&j-komIe;jUZ3%&0wK6)Y%`E_n=2E6tq?1mf@#UWaQ z`l>`XN%yaE(*ry`T|53cJ>FbS0N1ZG-a2}Ew7WZc-gce9;)*sA_+7y4YkRBDcdzPX z$-r7_Bmpc%)hwIsP!t**$(E)(ze^I#6^N!+BV2WcS|qmIE(W(R@zpzLw$%?E?|45= zKOAt&R@Sz5uQ6vHb&nl!ZxupDtD|#?#zK0464DOpREBoAc&+XP|27+E-79&+92P{D z9hYW{r*~42e-q znvOo~BsZl>$vr_St{xO^H|M-4UYeP`wdV)9`eTg$+M%ePs4TGj83uOGkk^o3kz+X| zk+yQ5(Sn{`^=<`&xZ-+!Z+t#Y!LDJ;d6B}gnS z6nQ?Ofc3O>b#)7g?i4dBPzp4_CJXr7labtDX(DOn(;Mmu>D>}}w$ui!W#)YTJ-XUG zygPc`o%-SHLn|q6+BaLowJdOp?nwdqxLYy40tNPFjZG2 zx^&h7HrvyGf7JqeFqP&CcOejMBOL43f*W*}$1lQ{TuKjj)KXv1>spv{bTqhCA|rxs zb%b&oU#qd~0GqEytw3sbP?uMv4e-5xUw;GXPFgQUF6+Ax^eo9%He_C;WZSmb)NHD| zUTRD=&CuFyRHbu&#zU>*m|n#bf{bB?i;D= z96P8(0kLAJDmFsK7(BC&J&K}QRgnzcscE79LF77nC05XpB{~|QQuEonY z0nV0zhiH=3%Y%Ite|eplkK?j*7n7v4)D0EWnvVyBklMN)-DaJ+|K*j09yh*TBl13u3d@&{wvj_*4JBxRmDLe=@3K-Gc?>|*JREm93C!i*JM;y|9M_fF|W9{ z6}p@k4?BKumv|71qoE3sKkt?nH6@E!Vh`nqFqJ7-1ab)A5{L2qYw!Np_8cSQ9W~v4 z0o=49zT;PIX^m3{cr%3CPQjrBuT*XoVd&#Cz0Mq_9UZ1l*Wx{b&n&KQ9Mjk8ve0N z0?&jEDFG|w%h$fpr$h$7R3t!l>1N+zQ>G6{>@aYlhiw8Uqh1^1)1JXmc_6MlQ$W>;4_-2lG&R@zvsC;CE;fcEw0osfn%mVI4Uk|mR5=XH9Z5E z-7A&ZDbABrU4%}#n{}H&_*QqtWZH_n$>-9N4S8`B=>7Urq<@; zuBnAGs!;`6e$zOtn!cdzB3Sw4@Hj1aatD~FnZp_l8aqv2l6o+iCQN)4Y7Y31l)=|Q z>vJdi^FCRdEwEdbAsf123#`a;Z3SfkNRx)>AU9elS|=U%pEg@1bGsUA!GHpJjW4V* z*|z3p7@hxNgxRyQ9(6#SuWba3}bUt-HojBM520Xr_rm!7fZr4dT~0n zKu{Z7yM*zqCM-$)I(vV1O3(60W8Yh*!G`aEvE5&A=MN@CN+F)MIG4*;3$*QX&Y|V7 zWoc0z`S}yz(DuSVQ^EjA?tm(LFqYHI=4wS*2=@!M2%$H=2G zn0AdV?;hUf1B`zIsEqbLU0Y_;ijWVQkOed2!!ljagF7|)#fE=_kH%2rb7QO1deel7 zcMbf!ba<}MCNtHTc24xPSox_nxx=I3s`X|@>=vA%X{_Zsi(N6GCLZ_3K2?vbiU>;d zjLLMvEwdh9m&6A+;Ud+J0j2D?;}+Nt#i<1G5nFhLKF54j?C|OHZ*od`V*ObW(}mRy*1p!?PWS@46WNJ3GTe6u zGeeR+utN2D%vBT63o>`=)40yxiaqSs#)U zdhe&gl>Mic8qW@Uo=x(zy8Obz%AT&R zi<~Neh;kjFPG4m*W7TP<ppn!w2n$oarTu8>+?WfZDgD< zc<d7josq)j znEeym9Lrm?4E#sY!QQui>fSLvKKtv-f%;g|oKBTL5yx6M)X;llc+&RV3}wX21}V-r z#ho*5U}Z_k`|jm}_!53J5ieuw8VvZs+Soj>8kmUx-DTWGlTFyAz~iHB^gUasZOcI@|ubqKd+z~=Q@ou8NoeGciJRcODu!nCGH3ro^~YzGFvtg z!U4_jy6dyh`XFoxNQ#TH&oSH7$9fMT`UgnDu4Kua8iSth?slR0NdR81%E{Jt{}^Pd zC_2-uyZf67c41p$KzQ0@? z*nBTD-0bNB2p&Nkt`vA1R_PcyEsIHNIMXmt>^y2uV zKzX`8tHS^%Rcjc6-NSEyIvBFD6nmp-aW~I0VeBhdgh11C)Xcu$!IJFMV!(&eUXCA$!f8h@f$C=YPFDk;JR}P$-zxVsi z-cg4!AloH)ilUUD+)>37)3Te(t2Cab>&p;Y>;@Rtf6$$0ac(QlJXeEE-ww3U3F!jK zx_FX9Lh=$41$tF{t^uaT3ev`+mzR1~o4|&D>+hTE%M-_6yAadX#=!}VmzuuATmO5p zPK3eN-dS2;xbzFJ*5UaM&y*YXdw29FxG8wers#i#LDv6uI>kX`W#eR$uy%2EBW7i1 zXZs(Kkb{%?{}%~$Q*>LB0u%2B&S zA85^gyj~8UB9TiD?j{{VTl+{Ae1E_=f%1Wp+0tTD@}Pu#IYr<>CB~)=`L+t5_o-Yz zj9~DMm2q72U)OV!JWDs=59f3!{oiOVmLL77axNIItXUAQ(xoeF+&~qZeUnkja41^@ zWoodbU&6$+No5Dgen(%gX~;cmDBbnjmLSU+C02B3RBAk#W|7WlbQ?oLGQLw`4Gqfe zJ2$V3SBBbt%07{QL?vqqP!+Buc|Dc;DrP2sm?AqMb$xGi3Nh#bgK?&qli*Ai_!-!) z9%)h=Euqxgy!&>EkE{X&2&}`%ne8H5#*xE3!b0$4+=@;57Qg>E#yFFxTN!cwVew*N zq#z8jwBBfy$@@BG>^48^Ks77nM{uND)HC}%DwnmIM=O{SN8}flnVYs4(gF`-32hPh z+`rbxw=Y@($My6JFh2vmZ#vX}x06zN=@m;qLB#(&C2r9hd>~sTFbbh-ITZTiz?`u= zllZq6`^TjAFZCPBn_@^6yFC-;cD09f?(bp@(n*xS_5LDGE+3?Ax4Nuj%T2c`s=pshHHx*4 zM`(d2xkOBfLqC1$s!HtW2BULL?YT15I*lw)rkbZyAqCdQxd{1H^-*HPF`dncnC+7U+z^8gJcuEb}*5VLfC_Z%+$>* zw|jp@jmu5lsgkqQ?gtAZYfRb2_9wOWSM%0hY19{V)}zzR%Q4LOnJFp|XsK<^I@w2+ zDNjpu0Vu}K28n6oSQadFu`2;1M}aHji>Ei_m4}348oyy_LipJ@X)v-0Kn;=a7E`T!nldO#)IE|^ zP|U7le-5WA<`{9XGIji_4<%Sgj`@CK|$MC(bWL zNo{VM52}VduhSySF#mdPE0WF>Sf{QDSAU+3m_c`6|0oRr=^{4s~+1 z=xCW5){M@KpniK4QUP@|YvhZul3uyxy>Qa0Wko0pwZxx^uhal!Fw|a^rZ){Zk&9g3 zs~m&;i1h2>IdrUF;ZfGoh2+TtM#eq>WXe^eUXkQAPRN`r)c0g4ZEE6jS~+7&i13RD z;Wxa#Nq)xe(xiR;3&~>te&ZGmPQFYzI&|YDY2WW19ZuzIASrenPCZ`}WpFVeb(D1s z5G_w|aRJ^lE);{=Q45+s3|;Rx!GYXCfVXwSk3F7>Ypj-Y+02^9bH%=nzaT__PD_Mo zPeww_6!d0y8y`Qz(l*mJL3iutZlz(CGvX;&&DuRt&s#ng*JtZ{%ZZe@uk#?Q>tMv@ z)9LM#fW%Z6hTNX5fWrr^ZiOt}=eo^({=`2EdAye?pVHo0^M8`FcZ*o<)Q&SYnrejtR91?I;cx3;sOno$sMAyy@Jo4NU0~Wt+qF@TC`m z82f;j$#+E77w+}(P25f7zN$zqd3krVf}i1r6z)aism!cfj@_N zU7MiKGNMW^r4hwKqG(qISUi4pc<^;YFTZ8#CE-s{PH*Z9iAYCg=n$ut1Mz6 zG8_pA&kLWC@UsxoE=~tr%VDT-6k;DIe*pe)C%&yLoUUfZyAbgie2`f{f@1*+Q!>1A zquB@Zh@T)-MVKj4zyBnI;jQpFF>@m1RqHm2^zf1tgy0)xjuA7T)fsjE- zOoT+sbi)BFcNUdrdzuK|GZvF&_wVmAk@Z?!IRYIlc*ku7(E_e4c!s7cwLuM*I8fOd zIp3q%emX-@Pk$38EZ_!5x1`RmU}|5&dCQvLoM~-4@Bw+1xycB0aK)Y5F{LOxvm!oR zUYp}fUHmlRa^3)Nn{;+(Xm{#f_LMeTOLa}ff)+$}jLP+d5|vCp?7Ry*e6ciA=+Zg3^pU~HJ z5%=Q%Gd1v)7FSEief-u{RDJte!?7-358q4Z<*yra#B#^s$D@aT&&WUDw`SXWr2I}@ z6|!ZumioeKmvB;L&7@%9IkpBKa*-upnRD)`vPao_4Ur4@AFAHNaGE!~BO;f4p70H} zoZay&;-3ou(d=xk59xT4=h$mIzuD^zwqOuTT)c5pkm+a_!?t>KACVY-gXwkRyIx*I z4gW~nU1zKP_$FK4LhJNlTh3Dl;|$6jKFN%;Oy0hqw?nd?59c$kAt^bJg0xEx9n<#4 zRm*wVfJD%eIGSoVbsK4Y2JZbEJWypXT=;6bTA>asyZ`wLV$C*!! zZq>6c&qi*}*jbd_XWGj|cuvEv7PPXVX>wt+5li*4e|J^4*)-sJx;nHvz~CVZdjEykVBkQA zSbGat_h|9a%FVHpopG8bJVS~Z*i-z%Lc#n5e{2^kpXGx|ufLi{KI$JlO@&QqCKnN! ztJ(iS_L%mSajdl5$tF7=i@s!^L~mL2pp9@ZzjEsRsoE#X$oI$%cl*>XL_h%X_}qXr z1P5nwRMmjgkR^9tt`@~V*|Ci%AD9u9fd^o0Po+T_b?uUsb%6FAQxU|1+s247v5ar^ z8$r0z1VYEIe{qdH136%*<7>#AxJU?#-YR$N!O4-Z9%1BL+C)+8s}gQc;BqsN$#KNITv~P=_48rNt1~0G;t^zP+ zb|G-r=P<&GKYT>cd|U?qqQr;rN-VANPuU-=5y)FZPo+&|$XO>1AMRZ>S#&cG#Q*9R z9PrM7rW%~xwFs&)4WD(t-sj1l$Q=T=V{=!4)pW|8(BrxE+~h>sIsdkM4xntDW}fbf z!3v*V@)M-RmLk5;dQHg0YcxJt)oM3+OLX#-;^QqQ*kn!;aT?g*Guh_nzexWYCN64- z_l;N?-(`MkhR0ua^M3B8$Ttrhg6pd~_NDOiq-^wgy3u>O+j;Cg%yd#zEBw8#^e-vK ze-<8`Hh6`7x^Ej<2+(9x1R$2HMW|H(WlGxVqTq8+IWXlK79NrO?x*7&0u@>VbV>v( z{;tH`G4GqWomedA0&OF&J=aI%Q=;=2@+3SNF%IYZ-&A&uW0FK&0;20d(%yTY`ZKs4 zr!mrqQ6>>$_4lg2DJ(_2R9C}dTzsp*ZvES4w|egc+m>1^q3F^8z}wW+k#!g6b5(uf zk7d{I%Ni_c+wK81&VtdUK$NA(O|iCnkp7NMmqX#Hj|KpDGs}t>V7-f02vY++YLyv@ zJVkX_$z-#)OP#N8>K6xsF@X_AP;F=91HGEOv>I$M9Ikj!Mi;f_S;&hVql`VaMSP_D z)Npy&zc^8kj-9IjeBCl9esA{}Fe1J!PaO9BtJ}nhx}|?Ay}Uc(H;CF4YXRnN`}uS8 zn~dg#X`wUV_He=#=ae!*KgYNEpF_*q z1_RQ1+{?QM2%tlR2?R%l>?)(ztjmXqdnOu*`yn5zG+!=u%shi#&hh;W!SW<@})(FUf#r?|9A}VV#{6&w6_J{__bd(=6BJ4!vRYq`Q}Ya zyo?$_;GuZ<60eqTrkCd)<8XG6No-RN@Gll@`~a+6z6>o(&Kwrzn`Gr?`I@!$CJMmu z$6e@A?vX9*W8PI9AsX^QoqA>*;uC$`>Dql;lea&aan~?b(S0H1+7-Gg1oqkSR+sa8K03>tuj7*GG!Z))+9D1rM_d&Xj`Ij-1iErp zu)X*^_n0IJvpSYzHiZXH6Ji!?j>L#sDgpZ_zn*2z)++uDPHeT&#%pc{7$`JdtBD@l zFHKHoRO2_{*)nB#M#u`_ytjfuMT6lklKamwnEU2{`Os2y9#Hs?>B`=Gn;rJr5cL_D zLUz#%-N3NElKFNShQ_=LA;QD$ELG2_|dRQYt?OFom@7l1VD$E*l54_+gfigK^ z?u|;~wrt-PRbr@9hK^F4ib9;=e?6%?oa|JdsQ_#RZ!_&qyt~w z8KPDFQRxEbzxz;*>JB(+KYq6RF+tY56$r5$O+D3hzG!^B?H_&og}V?_ZxUj{dY;() zAxqQ?SiM1UeYtxSIie%-0~y1^jiH=fcMP0GK!QKE0319&+cq6OUGF0LNdtx~t z4wI8b$f#m516fp5tPaY#sJ|00VoDY+720AXCySF|mTPc7F+gP)l^mg?XT%z8m<$*v z?pOkY(HV=DHn7f%Z{=}H%nATDzr-fgN8}c6bz&5of`s|AIqSR9Im>ewu|tiyaHu@X z$;uE4gPst_%(#c_U@IihRUclsY~|)Ms`)PqTMoTz#5qQI(#_xh;8}H|D}!t_i+fYl z36gOwG5^|daEHklFfsJu?7`+#=$FJ@_ahFS|ib;9$ErB#Z7wbF^< z*YEfwAzMxE-%HOSHL|;EX53@#|A(!w0E#1sw#8X|ad!!>!QI{6Ey02l2)@V?7ALs7 zy9bxWo!}ZQNN@>mpC|QxeW^NgrfaJE)=basnwq+|@39t&s1hF<7;1M`(k+ks4wE)7 zTSMLILq()^ikUh zT?MaYxpfrzOK67~qg?P9?nOuIsb&P`w1PN$8x`QZp~lZ zPz!-u-x*=Y2O!~`cSK*kcHE1cdI}P$)CSg-`i=F4F~VkPx7y!5-PacwP?`4)dz!wl z&%IzV?#WMmA)n&Jcer96p399MB zb{j8I>X?NbiN+d8&gDz)F_wt}j>M$~#3T<&A1RZZCHGj%UcQDe1b{*e?<6obc?UANlZGR2_iWh{H~Vvp#1vnQs2!dZT1^1@j*tLdVz zQA$6{-l=r?R=b^F3*<|eyjgUt?m&rqYgloocq3Bo|6$>}$Tvr43is9$(~sx0);%Z5 zSrO}0@o)0HI(_n7(N$WKn&KX}?8){&k79MD_i3oyP*y5Us^8RpR;n%f2kqv-KS6Bn z8q?Q$7+XA2Kf&#Ko$tz(72ddJGHsmYs>~j75N{kaW;o$!26c^@4~c2*ak6B`J!z7w z@A0r~G|q}vicVts>7CX-kBr4di&m`WR=px~C0F^6Ik+^8dFTlz!rykUV)_~1s2ko9 z8t#e8H}(HESYt77T>VkyMaKea90TdS+U&Xf7j=z{ZAJ%lUHv@W*5z>Td(He;dRCh} zE&E_H4+^x{G*9Z0y(wYLjk@|-){VD7h)@uD)m&!IIyPPK{2%nFLw5TbssCV*6es&m zAlV1~RYA#NO>wPxGyJ_Tn!>vCad_|NZi0pJf@j(LsZ)tYzv!7`?5*HG3G~e2OToyDjA+Z;93}hWtLY;#Q7eIoiYd}U9`8z_ zr5PW21>>3{$vW6#jUV!XfXi6j9=o^+@Ou@u3khAwLIZ4BE&VOr3?gD2 zK6FYIeo=m77tI+fnsYuQkmn|0J>YnH`5Zn3;4nr=WGiUB^%fggrM-~Z0!8$Ojx>r= z&~f>~*?aw1qex8 zj60ZYt}`@K*VQe?lGr>fC$vL5&*t<_)ToDJOWz}&NqkvPzn>A2Hz~Ou6TwS z(+AQPVWXBIDGNI>{)5?vEcNd{Z;TQUj4bsh80brdJiQff+5av#5szR}UP6F3;N#iR0QF>nfUR1i;3|fG!9*z{;+l)4pTrDz^>>lORu)!c8^WRW+K74)zx| z)QS2(jFeEzr~s&OrAl&Kqe6hPAZoDYh%}A}9V|A!6k`}r*%GG9;uTwudO#ZxjCTb@ z0qX#`@E@#cVP=T@V)TJ_D@?!CQ#33d-Onsz6D= zyW7K1fh8f98UyV#-Xwiy9v z#4r@D#F_x48S;>9l0hmMfGlTF766jY#x8I16w!(RuaMMBL#-nT(bX9Gj;Dz#l@S>u^0s`sQH7UGsU@NC@+xbyt;4C+w#}pP`7vu%SlWHJflD8E$!XYL^Ncxc1vc>>i6BohXnd@gE)a)$x4Iht0<0;pu6 zp)6GZ6l?zaX*=}x(#uYf104BA(LlXY7_~iAkf+Ls}bZO{dGCyp=tGc zKh*um#xCN**~j@>a?)Y07V7vtg&Jg*zm!K)^H<-WmvUaxX+hq2a9X`e&s)!@#*{*0 z*Lsp09rnSV`1(M%ed@tda@qva>DvQBG_^P#-%=!ZP5$iMoqTxCs`YU8wd zsvWm8zZb>*?zCMlMt*PYwF~+jKA+IH^hMc*A`h0R|^Q zH!NqWWGn)HDt9NGzh#B8Y(-FH#YY8bXB*yj+A z^k%!EwDXoKc!MwSpyi%gd*A-1Tn6@bf*1Q4b7x$VCcgsnVSlcD+zgv(V}aw<0=)?k z5~s&;)&9`;l37X8AVKdNw?zjT(d4*`L-aW^wfxl-Q=J_H4gX35VcD6v)$yD$5*zwg(Iw_Bnao!_% zfoUcDS_hPIEQe>AhqnuaKA{>gD-ojjNy2tVdPX{awWo@#?bC+44*_n`LK5guXEp0u z@1&v0hl_DfpqeT!l0JZ|R)N^PBi@9Zg|ivMng0Ft4=KnWPzC>qZr0gPYO+_=A2lJm zvl>JmE!<%wdN-3%xwq4~$^+GPO4ulSw)b-;22a%GDj6W0qz6)ziRXh)R@qamE zu_AoFNMR$_)_Z7R!85w6i2FmJp5g%|xi^$k0Hoi$U`3vkT|HrolJsydl|Gw0R_`p^(<0{jD{Nib0QSe&0oCj@7EQ7KV^Jpc zmDDQBH&cVIKqqFm@SfcXKUed}I&Hq(QDDRubCB=T-0)Go=|-ZBIP~+uG5liNqodd5 zWMJTwk-QI^$;Mrv?Z4uy6A!PcM+$R)6R7da3n(((_UxAlUii~mSm=wmKAsRDwI%zl z@%xhIGSzx12Jgf3jSur?9xsG{btCGnxxbE=Tb7Aw@~r$w>273xWX{3i_TlNXzV!2A39jy8yBy` z{pZ&-$;-Uv%NiFmkukU3AO!r<&8=k2pur{TZO5AdRZf5>wgbKchQlM`P3?Wi)3@6v zBg?eBAR232dHA#Re=OK;1eG^iZQqZUaV<2w&3uTDT5x6xI`C{oc+digE9UE(^kLP^r6S zl#||;Z~`v+j#O*bQ_@-3pSPy>B=|`E&K>+(?{}O3*-U;jhHfH%t`Iqo%DGb!40xxu zsjh#*fv??6Jzso(^K_l3{Xc{Lb9_&3ooCNCtpCH>{}={!?j*m`G)XWxuvK6*6Y>7# z?-@oPk*<~|kMPB=xPcmXP(D;Y?fy^y|G$<0xr!R`RKD4PY<4+z&RQT}_*Y!9UY;|Y z$&FSa`Yo4=G?3{}h7lwjuTBCpNfO@#oyQWy<@kNrQuxFsoy(ppC2b-tE3J=9+8Q+` zP%gWEP+;0S`*MFERb9#X=Wr-?0yR0e1wwR4{R~X%D1}KE1-Dg$_0>%Og&CG|bma_u z9`e3e>3+Mhx`Ys$75!DbPoHvv#UTy(G~6<--!Zf5UUXB}~p+A}^k2YgHjA zkAR_n?;vKH^+70CUa?cbgk=hwoJx`kK@wqT0$nlw`|rqn1ZGZ#-CqYE?Lyi(<4{mpb^gR(pL{~ll5_g$X{GUm$}hN!H6mdkRsmI!=|Q18 zfl~Q10bjyiJ*q|n<)6T3*T=UfXy?`g=-dMC`AdGv72~7I+ro~PdSo2>K<$9qW$w<> zPQAyYV8B1RQY)B%Le~`MENsH2><`=r#4G1)J7K!JjXv9IE9mFAjN@;l>Qu{0r7Afe z-JthE;ax2@j-Cr?zmf}?*_k;=4UM!+bOfM!oc_x*)S=hcNPCz~MzeDXlMyH-p!;P= zyo70xUiH=WjV3dlrbWD-6>~Me(BzHUs3S9r@_~;wJPFAo(NVVC$K>1E-H(go3(+rM zR_peo=NwkcN~(V{%n^q}Xa0S(ju<@@(Q)MVs=HjkRH{whc$b1UQf$B8uYrlP(h>p>#MFWNmJ!~nvV5Yx}$@=?Pz~`7BE2> z=_lG&<=#)v$Ow9jxh&m<*aWKp6O(MmP@0ugZNoqRegqKPUWxUq4&64rII#$SZ8z*3eT*H$SDEa+CCrua~aK}Eg)aC|f3K4wp@)UGCX zb$MWgvujevM8&PrQ^093tq#QNJ!CYSV>$SUaU%dp7eQaZEM1u2LFdBPLi|YdK=z*e zG@>dpnMEzDR_5}r$=ygf(x)ey-sxs=Uh-^Q=X4ok<&5@JQ10c{aXs+JTRh8BR)A?g zfp55pcxu`A<)cY1Pc&vg)|_7Wb|sHs$n(bi~EeuyLctynl>j5+wiK zJ=#%tl}-JZBgTZ2-5ucncV=eoL;JK~hg`EyxK=d%T-4Lox?JtB(ohN)+w;<1>+LqK zmW#bP!$oa6hMmMHKG+S=2!mJ@w%i9DV)Bx|B|^A0)W*r7aWTV2Ih&Cr+Ojv^;Ua4} zx>{=-@_Rl>9#Uikcb~vCCZWaUk2&_q*R*^7E-fcbJ6AbY)|s{C1tl@U{61tM*tt|> zO|vGyUA4_LFvT*8TRYN~NLB6ybygQ=w$1pOt2b=Ed|@hgA(;pOrHz#~r#p~I-?*C( z3#A+qUK=AyB372My}!Ax_YxcfdOAPXmLoGRV>g6gb|a0#l`W(+11wGb;8Fy=NZnjg ztKojS(@qoleD@=XA~tX94*ZE>k#52~iX^zX+$YiUaJx+O(F^ct?q(UGN%2$TC?C6k zBDN}#)w;8C^xXYFkcsZnyq@_mB|D(Me86S@Q_1!go=X2(dfvQ%Zpq&;wdV5pHMG{Q zpc5tMyS}hKC=pWlxuVkz!+NQ!q@cvK9aH3baee=3jpqRQ?6<|iZLLg*(C_Vk%7b0z zKfJLQNk^M0CTX+BNl3lLd(XC<0&vDjk6l-81qPV+)WrX7fetQ%c$N0}`~|HF<+4b# zB-&oMCj?R#1dp{IRLOac|Lj$HNTu6zstG^nq&>t`c{)j!us*B|$V(=B!-rGeVmOd} z`ejYvq9-qT^~++KRMlYKz-7QrdBz}AIs5j#>Ne|~n{v{`+-KdtqG7$^^b8fv%%!=A zd+QiEsNOEw+A*TscPPcBuyV*zV?O2=Pe>=swU4adv^QX_ zRngpRx3g13A1vy%GYx(RWr{cJ7Y-&Z%`K;%V>`sf!GF5hrd_gF9~@Z4yz4KKbqk;q zog5G+yN4pYI0t%FeG%T+%8Jj(+4pPLWyxGy^>4OykpNv@E!^V7Y+d2@kYUpjY$s6C z#P%MmS|K?~;7j0Cb7FW>99ilpst_VePz*%cQ2_eE}7itG}4e3 z1TI_$O+=7j^6qFr9J3@O4PmfMUQ_nO6K9cnTx9-O!$n>+`cbrk!%LJxbbpJSxP{ls ziFT2%K%TaR(+Z82F)Y{gd)hMQ_J>qz{L8}e`0w|@u2~nN$pP|hE-0J8SnO_w=R^lD zoNk)kR4@l17gvndU+Ers`y5=z9!j}`I~JgFKLWzX1qf?;QprRRP+wL;D=g5kHI}SuTtJI7tGuEM+4N*ad0YtW7g?Sh4)RyJJ>b;LS!3e zI}UsRn8vxq&7sbH0;ngtaadw)GeMoDkhc|~>`*l*Ce$k=YUV6*N=g7_&E(e#(CwRN@&Tp ztp+8ZKl6f;K%KzGC_jOExXuhqm1Pe~P*pG=GzN@6zl8+70q=p20U#=qOKeMOOIS;>d{8oH9A_$LxGQ3Q*vv^J38XcPGm|sQm3UhVsv?EE zjRQr8euaLNqP1ks57tmmlS)%blSxxZlOR$r^N_`q5&#h54q=~wjifLvS@SbAWQnAS zRLkh1-;2Pp(zR6svUKR_Bq8W4)|Py_J?$xv7VsZ%-Q zskl<{CK7_=63&WBd z`0+~tLQe$X0^5b;0A(R`GC(MbC0L_f8n8i~7A*;u2#EzsTzs%YAqmOIqq+Z~ZXSX~ zoQ!}dNdrL$?gdbVwxNJF!0b>Ca3UBNoQook9hl@Y9vCk_5Sw`E2mJ>A-+nZscprH| zzl{bx08ayQXJ1~oQF*9e)dY@E`w@r4sQph+$EE#c1a?qar2G$2S>*gBymK#dSgH^% zYgnrAE-|;ApvHe5RiUJRPF((+aBh1-%|}+6tq2SR?;~z)yZDObxbnZQBAqp-Xxp8*ikgUn2Tj~G^qX-|$ zt)Z|>32!VaF3Wj`n24(_D=kZTM_-h&;N6+tLRh{c>{vpjYi5)NLThGzL6A-It$}wP zQlMd)Gmo%U;GI_Tq|Rqt-4zAhv;2mR@_nSS>e7s3z&Fj%X0WhnzAi+#?BNv53tlTz z{;4%-T(<83ovfL07+|hwOK`=_pTyshSU*H9m#%URQ;}KULQMy^{>FF5wrXSf1h*r^ z`~<(ynNne5z4l#%Km+Hg8Dw~ZJ$bl%0Mf{n-H3aP_BE+OYbIZaXvergnIG2tS>P-g zfPSMnFRwu<7XY}CoJZC;m+!*5F`J((%hcen$go-}tdZ_Q^JF{9F8h}EJGLF^hHu_j z)8+C@q-l&V&k^%{avAM2*c^<@iD?y1@JMt?#FX#?^yR=)AKRuK?vimJ1CXj=U;`|{Ex{&1 z(MG`l`$F-cpFmJLs0McdyC)t|D8Ef%j9;XTcEllYDTKqru8G2}QyP4WKT?%+rM`Tnxn!dLtojO zS!QXK3~x7g?U2#ErpPBH@@MQ4nD;`;Yn`m9+e_&QUrD@9H>n@5(0%b|@wUjGquz;mkp3A~=kaTl*5! z7M{H&K~AtcX+cb|=E$w^MNY7enQuI=wU1HO&!zYLPf@V1A{-6@+AKo;>((q;-MYA0j$u6Y-_4yCcC*Lu)#~DM zx9n_B_S?M}@D_xm@23~{p09K(sY>dg#M-;A5t;nMc#FCMsh3TY45b?)7zV}co>%LO zZ5{{3Q>ue#M}OMv(w8DPxrxkvR9}0KcD4oSYE4sj4w=O2watRo7n!OL;n8M9^!cvW zKedgu`9If=3CdsfP@mj&KD=$hwZ=bG z+@ahZY{a#T51)eidg4A~>_h3VnWBV8HhkKv{Zzln-?1q19{y<&+NN)!u+Bcim4cn_ z@bEEf4KCdy820D$aykAzUn|VUiELy^%^EW3O3xZxY02~qTN6%dfw=yjDjoSZ(}KP# zB-4_29quR8sSe3GTzE^(0PS0!kO3AcXY5_C-0~l$-G>;^y=SS(nDSX@_?G5!WG5v> z5c0OAH^OzC<-ea$TsvB{Jxcj;n^wYVto-DqoffD2J+PN+pVxA*hulMs3Gzv}=>?rT z|I|LkGMak7Sk~~1K;!f%pYz|*+ztlQHvsaMj{tz9H+O5gmD?;NbsN|TSNmF#aNx%# za!2xv_!?EA2_-qV$i5S87K0jr!l&zPJ}egb z>Kur+{o`5bw{-MFh~+jHm_iUhaaOrp>Cn!}_q-ChTG?&94kEJ^qg>;hwmsbb-R47P z{VXu`Vfyl)@3f;xu;&_Ai0GxT-@Mu71m>V0$Kp1qev3X_q~5!a2X}qC`*#b+=x6q} z4UaA}b=f4j`=4UJd}`Iv-!R|eX{CP^&T9YK<&Cu>r}%tU2yzr3YQYQmowD}Svika}V7@~Exu^Whn{`}^+I4UvE7)9AMg(S4A_IM+nBz39djZQu)n zct1)OsLwpFQoZK5DS`cPNN@-q2{#R}QL0s1)u5!(m(*JNz%5>4MN;zl^~zlTAxp2| zj15JkP{t#LTYLp)AjA-Gmb%RvBFiOumdQ2IYh_3lb*@dYVr(^lgR5*2k<-B0_W6^` znn4xz?^0*faSODIvA3M@$iFHn{YVXxtdwkjL21*_XA9Qxcte0LC%#P|%AhTD{7@X> zTk@@W#}^igP>to2*HP2u0P`g?H^R!#9M&?=eK9aLmDX9OdJnc}?eRD2 z@8aKvxNmIniP*9|jwzGSZ)Rk@|s(EhF zx>RC7pX_CA8BIcgbpnmfNSfWJB@fg$+)d_Zbu(7{+;tZJlyjn-Jd+|_G*t0TzXXhY zl=NTy%uTRHVLf6Z%&WuvGv>T`Rry~`b*x&I@NKkPcV^B$Bor z5GdCo>?IxY)JT2=!#6g+{W?L=uN^^B%_N0pIUzn#rI)^=OOs}H#ULS| zbNHypg~E_1S&RX%?GIMhm{_LjfMQ}JA|gs|KllW%1QRVYC4TrU?`c!7aQsIRJG`MG zb=`FfCQ5+Q2Zx@A`x2r0d^0>7Byvf)&O*z>+sw|z8oke|7=3+7sCsGRaYiMFi+^T~ zvs>i#UY>%3M|d;u2m4tp35&foQi+kfR1!&xQ8^FBG=)|MUYUQa=x9bM13Ew#5-7x$ z*!~>4kihL9q}a~Pslyg|RJRpsdcI|3f=IQuQ}I!P`A?syXnhR+;z{)T4)yO9!EaMs zlUb7>w9;55DB<~Odb$`2d5+tMt?~9rb^UDIJ`cg?=HL6;QM*w`Dr|=;gMFU+JYQ^6 znsJwGHN>1AmN9w4%4Km1p5ag=PD_+?H4Gr zDa(Ho$4Skh7*-+>@gAH3fRr_l@)YSuH;iey$HLjn6V0bqx;vF377+SM`rewfSM>+O7szx*wFO8dk9Cg!+bV1%sPl)bP z6XYzRwvTd=IV>bvcPJb|;xcte5co#hB%9a7)Gd=9}vH6<$ z{%pkOkV~OxG?kt^{gz<``tSF1p}Dw8nNiB}#790u4|9|xRzUBd`-Fs#1zPxeocYb( z52WAp1o^sqM80Koy_b8AOc>kb=+zSIYI6S}I_Z0voLtN^R&A6#q%Q=tk3>gRhoF)A zz1`i3j%-C-N^;o*fHax}S2?Matd)52o5bcn9&8)J?tUWNV#Z|Hbtn$+f z{-GnFk-CP*;5fsJLoTAZ3PKGX178<>eY|~NJ?Jxc=9Mg(hPOk%1!LGP0ABQB3Z_X` z#Q#R*{`BghtBu!;16^;mo>`Y`pBXeg4;lXCw?RENHO*wP199oNJnp0WVpG8;A{)%OYqZ2;g}`2S3DYl zC8~74Bb-H&g~RJz!>c^~^$QmJd76)k$s(=})BXPHKs2s5$7N|uq{Xy) z+)_`(15_pwB^?Ie_^`JG9*Lp_znv`EkRKS5`A=_AO5=&G`w4N)UB|!ZpUvV<29j!> zo@UGkCp6ioZpxlcsu$FoHQ$TC@p?t5C@` zL8BAFq_N_B-M=5M+gDqZBX3B`>1-s5m@OrsAP6Fsx=Y~KsjYZmN=go?6Q+J;zm;@* zJNjSEU(^-t@;$~q<&^>M-dTb|nTwT8c$8B*DYM7qHg2e_H8IEMqL-F({0ryu~DNE3rR%>l}U)h*w7}7jd2NZRJsxABJc5 z1!Zp5dM;ewk4LqfKNe$!YBb%@6&D*xrwB3$%dL@DbIp(}k~B;z8X{o`SHz5}aoZ9% zp)hAFl@CPaoeBL;Ou@V@YR6sa5VfDqF^uAh3AxHi`@Tbvhtv~PpMMo3^>9wD=43qK z3pu}S@kqYgobpBPqZ~9^FVHbv+nE*31}!!;+i93MEByN6+Gw;kSDk2HNvmzwovgq0 z`VsGUQTNLHYIL+~rS9hl2;>M@a;h*gZ>N*yjf3M}Ny~c#5oIM0b#bFy%jZEUWdyPa*x-NHRv^B-B(9gVy2}n(wUG6T z7UB=6EavPlv&6=US{f?(L*H_oNTbe%#U{ zRKer@l>+uwE^@FEaE5t}Ks1CFtBSvov5ADsA8-~FqJ^O{t$s6XxEU63pCdT--WX)B<+O5~W z&u$g1&xGsuauTOT3(ue2mZHN6qZ!Tp-@wY0rUn{b3!%?V5tRx9wt^&DTMpCqw32P| z2Jpc^T9Gf;p}jI~iT5=r?WX1PX+pl{y9P&?#&*pm2QXA1i_3)_kYMPG@u}~3N1>M@ zsvFUe$iXGCF2|IVTLV=a?(wGi31f}S#f@}Lqx4zsp57c%Hul_?k@ftIn6Bw*rOJg5 z{`X16+EL{2^Ba4Y{U6w`#c9_+gl+xVSHs?7pdU}VYL6!}iUqPFv;vmfNWZSl z2q`EChTJCo{bFK=8w@JbnU@KCc*D;FM|kLJ~1y!Zmk z3?6HGCGYY1nm*7-3mden@<`Pxl%pgPY7)JLJ(hm}pEHyPe_dblyrTb*`y#wYC^_!3 zdo$0&cq0<}52Q^UHJd2@BCE+%L*{vk8zbvME?qE>Lvi=gSeY@-BZm<^RhG5-v6;KD z$WuG}v(>@{kTQ(w(Qe@=dNv|d%c(qnk!voaBxcHDY0>~R`UbqCpK&tXYqyrbK!c6p`PALD>5Bm+@9#mx~*9ePU}- zQa&vEjG1@w&oD8Yc0F^SKWvNvuJ+b@rvb5a}F)urn&QZWZ^bfeHy%Tg8Zr4CiSo``yZNh6n45}el;FAGm3 z9n2nNklCr!P=yCEcJP?xSRP)vgN?@Jz=jb2TY}xm>`By&V(m?dpq}_}q{C%|Eq2cV zTDC29co0I_6)QcS6y7T%YXGFQ8kY9@Y_FZRoY=b80gc37;ZI)|=>8~kAQg5Og}O4# z4@BT*5f{={2A>t5->T`=WY+5J7*t(JVCL};baieYUFLC8N}^1PGm-j4`TWx_F7Qbw zr&bmQf9GmVNa*LS53xWM!j?ym=<`We0QqpPVC>St0IQ~$#y@v>zbDsrwe4QWSE`|B zLQWbiZXI1=AZ?!fo_*X8t|LoX`GZe#Pi4V6F{s++$){2=T>aw=TQesdy;z)8XlTD- zK%sEcihwjBpV5LLnFOJ1g=iMV#kur%8Y{upZjKQv=Djwxs#Z54m(odt_tm{qt+ z+$Fj1*+IO7?j=+@Mw~Wb=lb!ip(4}`f^k;|G7f82oa`P(5S zAiYZvXL@ySU~T!_bu1w^3|Gix^-CSIf|e!k)?XHm!)jKL>d7s_S30#X3;J32AoT?# zV#N{k43@y>gDNw*g!XtsW&yn3u0#O*`pd|cVCe5**9Kz8Jw#DtvwT5`=v=XISFM(uvdWJ*8;ixn zIm-S4Hc}~+rYSDv!M8(8OUgU!1&PJ_epnA=i-^K+II#H>xv0n$}> z9Ji5^AxUpLApE0d+_X-QLfq9y1dX;O&+STQd)27eD_Ae$?bk-L%~i|m7|76=%0gOS zEzsYuaWVI1KyK9}xwgDj<#~J9+CG)L9OI@rz=nB|WG27sG!s>^biIE&&W*x&IyS^b zmTyGC-}K9j^DkZSTamt&+F0K044QmJVViL73`(yKwtbz$?crvfzx?V;f4x|jWo$0b2==f2yk~++BEnYEJ^iA?}cUCJzoTj-1l{5o0 z;6*3@d4?bB`_L5|!S|#Qy695Rk85phYkQPwCn~AN{?TbT+qqZ+)dZmh=Y50}-WSDj zm?JlQ$~5+S=t(PQ^VSAo5oWV=jDjjp*|W%aey3VE^YmCt=t{l_ zZH3gE?iY65YtixVzB6AMU@xyq+ zOq71TQD@k2fxUX2H+$qX^;^3*y=Dn4+opAaXIEKB+mI0V{@J78Rys zUn?Z140p$+{x)=%$A-N6!HPik3{W`QGMQTa*qC^Jz}BJy&Tr6aV>H`nFzY~2=1)e$ zXJgf0sKs{~+tqq!#o(Ws_l;Q};LguVDtkUS$_SSQBbPYxm4%QCN8RI3TdKqIpGoNg zB3d>7`p_~uM7yEhqWnCYnaDe}-RY>5tKnfTb7abIXimDF|C6KqT<44%5e6~Q&z&er zB4E;%{)vf6VV(+#t`$u9d6&i!8JrADV)d_VvV5UUzj_T%@P@KfUhidhS}oUJxU%d06JC%Z^l1)#wC=xXv z{*v!|(X<5pUvM6ss9?-tXyOFAud>?FB`c&JL+h94xQGx)0S~hfL(Onw->?t76Q6E^qnEI zj98hkY~=@_I_n^=*<}=&aE;|Jg2V;a>g{&LpS28s8l>jF3uDMWNZ4;-26v!AaqDP>2Z2%@ zp?(7GV3$S^-Oso>qk0(*db&dV74hE8iW?WPZ@Voctk$Fe{k1}N^gvR^P7-y_(rEyh zVWT~3o<2(R2ZRMf>!l_O$Box1?$B<1%<1QuRVBk-1jaeI!V%e|gHu8m4JTjjvOMEF z6(<*jPyyc>o8q6tH{4~iE@hdV3uH5mg~$f$n+^6>k`eM~Yo4+EFqxlvj=oQxpm4Ye zSRu^u$QVebWW*0bP`cP>5wGa+1+(5cB!<83H?z~ zoiR4FJ&bzx;}1*=aBm3o zrHp4_^!eR$&vVYRjJRNO;>6!9@~=|bJlyk|3dbGK*2Of|(;F?Ow8ed@<^wlDe$P3S zpw4xlO|)DJ!FuYPbb)TGn-@~6^axx|m(T}aSnpK)y4nF^wXfI{n)ID*jS!q7`4v1x zZnOKUjj4}CS*gdJ4)u9(yzmX0jJ+U^Ch~jeso%X}dIPs6CdQL;PL3&}`JQ@2nULMO z2jjw-zI9L5{jyBwl}Vwltd)>xr>&|DfOBt5P`e3j`!t;)5bflzY=eT0(vgO{t2u`i zQqEPeeX;Zy*kb?Jsa=RV0{n@u;)rPT4IU?=g6hI$r6@6PY0xEt0BVvD0TJl=r&S8q zCg_-1-qrlrH-k!5mp{WBm3Gr|Qk^3EFy_&@kzXqe(Z`{lrHUzwNSIx3`pH%@EgqgN42iO12{ zEN|fpAdv9DR715KGq2&e1YL&=vczc4{{(kxe}F!&LMkC$eF8?b`AyQXse5`Z6UJ4+ z$ji$Wqj9GWyu292F_N`WrmBj}n_BLtli$`ej!+#ItRe?cB0mQnOuJW%ZFq9_O!=6E z1%yr>U#qfyj{15ZXj5+`-ZZe0G4?j=J?DCRXZ9jWfzXOc!;&lM3#!{aX#JR)V!XZo zMTVjW0#zeN1zLF$h@fZlFa}JmDu4GPqKd&SQP)K@V_nlZNIYy$PO&)XR*&O%A|I`w zr$JBU#KRqTIs4awbn}{{%U^wT`}6eqLgA|_C;>lFfW4&nYn?USnTn52@b86Vy*q@N zmVB)0n0mQNrTpgO6Hp-hXSZ}izvUgJ`>a=;Kx6gGEd`Al-Uj!saXWVhI^V>c=KHTT z0tZ+0*TzAz6TO6d@aC>mw>$t?z;Ke9WF3#4%~)slPN}u3QSd}9tm&P|_NT^#F4V*} z4$EZIqWIVD1)R1kfAV6?d>6p&^L_8#CKgR9C1_w5xD#wN>So3w=oY)f zu%dWvGIL}^)Ko(sbT5nr+G{cH_HPZXXXtW;9Zw;Tl^Z8UbBgi^PD_@{75W#)|Fgu) z|B=E`osD!V(9KbI$Z--K!z!_P3E>Gy;0j`=b0hc_I+2#`^_Qv33rRSq(5}l6!00VV}pkB<#C z_N*W5J3*6H(K@Zd+NUpOf)Di1XmrP;#hJccN)1oe# zs{WLjL-xwdWZ(BfIX?}R^*N`%q!|rQkalaieJ1eJFV9B_(Q9lJ@RCJQk#q?0|J)C2 z{(9a^!1U>+5rX{0Y9;kN15~tTwui%#!MuAU-KzLKCrDr^5F4T59=$47?)(QbWWa0# z1H59ic>v|0OR6{>E?h-iwtELpuSn;XXTlEme3oG|&6kOiX3xkkx7TuZx{?v9PNPVE zR#ZI}=Bc;oP;(*K>4<4Gp^1gi)0ZBmFhGV>uu>ZCWbc^nTSf5dr*90Hn($WD{+%9 z;|?g%|FF%3EtRz5Gm$5ES!4Y-397$!&n76XO`p6PIV3nq=pSYF2&zeH(5>$pk@Qq% zNLt*1qP04z(AdFvjv@~s5r!(@xPipKA{{x|@F`~xQd^E*ZMQ4^&4Ke?^DrNr8{Gx< za*Co+j5)}3c+->xi+dH$QXy!u@R67y#tfubXy2->j4G@#``7N9D-!RYi5{=~`*0IV zH%q}K$d^Vm{niuqXlfI7sF26alAvIrgt8udR7&-^Oq8o4{RhOJubny8V+d9dUBY=O zDD?IIen4Q;06TBW+T1Z6B?v6cZ1UhTM*t zZbhm;fpqUbs_HtL#aWYt^^`nK zv`VnSWNzPbI9bg2b2TvXn*SafgQiElLtq7EyG3qcP$@gsHdev+c$iP-`xT2w6PH~h zax|WGj9-@<%kI%J%l%K$&P8({ec}^U;@xr^&k@PA;_7bcdz(Hl`7bzu2}{Fvt>`h)kC z9_KLCF30BYfMR`qb1Pr_bt6B>);G>Su(D@;ttc^}^}DY7Un%!vcI}ERC9D=#ZYElW zZU=W#Jm1oY$pE{@t?~o)uVWZ|+0ZS%mZ6}vmwxLo<0vy>+tP_=UtnEQ8dV%sc>G$a zms-_2ytKSXBToH<1+KQ(CU{@a5$*>JgD)^$LaK~c{(QXjt+Dxddh`?&wm{ftp{zi0 zI<0v;4nh2u{KxfImp>B6RT6-qawV1HTk#fFensdXk%#fr{{>M%uD|&uTM*lYaNby{ z^5YlJy})r*I!Y{U9_>6M>hv5}H7Bkm{%g;v;)V~EU5q8+@g^*cifiE#TbgUXN-cDH zAgZ%?DG{zwvaaNcMAeqXCJ(Tsgnz(EiLPZ}4R86}p8Hp@F1gvzeEZp>ne{zEC4N(` zt9{oa+h%`33570&&UP1@to^;SU#Y!9JcOafVAdXO^C@(0b8F0GHwhTnyf)eta+=(F zh0bZ<(K`9{BUzF(=EB{#uSt*;qf!b8i7o?#4kPzYtr^O#g9zEVobKRrAb%cAA`HMs zhwQ-4pWm+ok0I(Jb^%b-1a|QJ&?HUn9Wc#6)Hdba{~3t>**R9|gQ&G3&1nC*fwHnh zmLRQ|L#eA;Bi41w+2reN9k8YJs1Jb9oP;G3qbSJcmuYLt?@v2bqRJ}^U@~)aFm2iW zK43znVvRGww_LIE$~$P3VSk*I0xDgs41J~IUkFt&$K422SFWJj7#06fw8EvX{In9$ zSOxsZSI7g%UC8li93<}-zpw2 z+yZghj!dBaQ@52&Pe)swWKQrm`DvkzJI*uq2n94*zbaP ze@O|aTHWk`j8tt7t0i3nOhm14;^rsC>&6znV$`R1eR}8i$0nlRhIZAcpO3a_90rwG zL`eu*>4;`+rCSTG?P?7)`8KsT>vgyIw0e(}#564HiuWZJ#Iwfem)mm^fQz3uc89wU zjKyQ??_V=S>HXGBtbcM~d_XJ}i?tq0IIfg4Vs7}z4)k0sWA*E)bYw+Xr}Jgqp-zuN z4=u4Xtsb+_(mUg!lM?t3D z2Gemz8~VFi4xUZ-6%wP9O)Y!Ik_uPG53N=NRyz+kX$VQ9c(q$tt#*dt*_7w3|0wV}ZY({AIh0i$$cu(wgu4woRB4_28 z5|>L23|f{Nz#F80%UP<~HS{vze3z^AZ~VZf@zCW><4_CwMYV-EC;fl=)jU}ext+^S z8SuNWnMX;CpAUFue`9VN@9xQ9q)Fj^=h%oY1G+u3b{eAY(M(74;}u-$^M>0Pi=DSxzp1z76Vbpc=a9Z zlOT(H$Ys+rmCcNGQMpj4r*|XJS4leI!Shfs}#r2A5eXFecMXZiJqh9$oS4lNSBKP&00$#WUb zEjpaq1~_-Q(C1;QoSR_8ls6F8McUo+CxrNXnz1J48P&h`Nz@PHKT z>3>~O@NX43dY~_9Oe8b*X28)`gqPyz#3_+TBF0tT_Q0}Gl-EDBAwr0yQbsBT(fZni zUO-Fo9C;K`Ax|NnoqpnpeNRD@&K;kaD6ZQEulA|;b%p2|Y;#UpbQJf2$8lr^J9)n8 z)QRIy6+Qz1oBnYB{%yx0V#-s6J4(At>wgL>N?kM+BI0sb>9m$fh;O{;?H>bgKV!`E zNM7bK>=GbN3d>rlDm~(JY*uKM=4)I5+66$M%K)Z*-!9->)*FN-#d?a?if5F8YB81G z+7t&sz1tDskJ*uZmaqV=jVMzahj6Tq*nEb8YQco1AkZE zMz8Uf4~>NTjSQHJGKE-WaB5nU=xYmr#Eiom9^_${$mm6|Z>u@dR$2kI8sJC|i@=n| zm0Vk3^{LDLAKVZHe+wqKHQ@(7I53tMVjuA<;5%E84b%C&Ys>?W!i+LH$iJvn zE|p7#WK&TIbdmM>vBEIC=<0XtVt>F_E@TUVlBL8HkU0ks0^ud-04aX$tvaFStp9@2?Qy>OH2tMBc!GejqBm{$8`OwNx-bgDX1o3tp7)4YVyJ2JU@PW^l z8~lP@MFSv$-hynOPNg!F8W=a%+iblwH1I8v40t+U&i78LjV!1Nr*{=6`hR^ea*pLQ zy>K2<5o!h`;e}4$#VLy6s{}Y8rp^u;F-@bM~#6fYiu%|R$Di`#oY{?6i zpz^e-sO-p^U zpl>wC!z&AAI0M`Bjxa!ex;d^u6*K6u^JH^@D;fD|`10j(_Hqqlz??x<`R|Jt6g(E^}l8fflDs=4=TBG7g#g8abtOa99`d+h{R~(X2?JwP>5-=sO%o{J@*C z%VhSH*OPR}<&NaL>3?h4OGr8rik9o#rnrv~kst&*J%YtVgS^F#Blk{^j6{w=J57hj z!#4x+@a%ai3?5nj1m)u!BQRe`dpoj63RSC3k!0^dIFq*JHx_P!7X$qfM;4}y-a@KW zGiW_+K=Et5X4aa(^6&iIQ8jYHYufl4<|dX%Ba1N*4a%IEV1FRvl*^r&KrrJ37*uCL zW%@mQeg#)`d81R4h1mr_q>cIJAhK$jsOE zU#znL^~zO<7Tb)75D$ogvAr?z40is!G6o*2+%wpPY2&7wR<*!cusvT`#q+^Ug`rYs zAy^W57+Z-MK!5scOKsJh)DZ3XST~!zT#t0~Td@QkOS^AZZ^)qi$#+v67ja`z)N%vicRb#35L zpa5Js1{p0C?x)Fz2kwH0_*$oL%kM4hgcmpUx5o+)KxVYiQ)()C3(7i`s871Ct}30F zOIHBC`3Y;eR=XR{NlQ<~xpcU|UnF-zL<1?OT2y(pHW>k;lvhCXx>J&Oent}VU{(O! zB;-Lv=VuYY($6y`&QspZ2Zy-n~E{EuKBk08C% zcDuWuf)sMZ=!R~RO~nTL)o{Xg<=u5sZY+?s=vvQJFIOj}_X9IS{Eye3SW8gAxrxP7 zK-UMDHqcU4h9_zPbLTK}Yfd^g7LVEOv|y9Xv42?mEwJ1@dw3!aU+B-Z-^LqhdPjbu zumN6_`s40)o@e(LnoA89o0}VTvk5#K7*DBsUk1G4DIjX8Q!h$NdHx=L4k&nIW&3w@ z zUw=dxsOakoq7qWY0~o%mOUN|5i4YLAP9j zL-9?dG&=Qg>ohtl)J9gOrszl7tBSsuq}8rivjr;p*xSqKZ9*n*l;^%jvG6bomik^* zyB{Bz)9zIYTEq<>8AZP@SXj&f|9=#DWPiG|(=-GH%X7Ys8)Y}kAx|?6o9?_1+FdKV zMP>pI-`z+ebp&@pO!5J(fdPA%t2dcEQ7$-m9H#6KcFTWD0rYI+9;u-gMZ%A z9iv>o55g;^0lWsM&I12ol(q_=)d;Uq$uHO(ZN%f+vnB_z7G_NY*7@>=hc-rJa=F28 zwYb$F5QOx$-#vH2xE$6B$A#P^7veZdef)<1OxDs`z{nw-?dkZ@$l< z1_oumKZe@IP{SBH_NN!Ms9uXAT7OoHDYV+nE%@Ks3qeP?=h+?%=|Ov5Y$+->pe(-O zg`8uU?`oLXG~RW2d>mA^e3J<57XiPHzrsK9%?{?=>c%goi|BiQ_uN;v_q@=95k08l zT3^3u?gr+4|9Gw20(e4=Q*u5LAoMzYbx(4wTFAiFz2;19jZdcsL?2Ca^?&{qxVMY* z`Q&)@H~eWGyIZGDZ+U1{Xh_SbQ_-K54zCQg9{kFo+x}^1OzDiY)oq2YDU)3-n%tNjifi!A@u;E0Idtb(NGq3lbXG4W!M(kk z+ItSINqTbYnw;&Kq+UN9Yk%9~b8j6OI<`7ONyC-D6-JDqti5m85X{W3iNrBd?RMDM zWLnR~_!T(d2`}KUA{~GiOq@;HMrN>0(}-M-^uuK&ncs?xwhSaYM{I<<8y?CYDGtt{ zD{_>(MEymh_NX!S%++6CP-zQl!{5kZxNj_U;BrmTRi;vny-D7sx_@Jv=Iyz`^z}Kq zcxkQs&VRkRZTDD{5-!__7%>wrO!l^}YBqbjyI1&Xt8M;#e<45{{dRl6KrLEt3+?~R z<}j_&$XLByYvZ(Hm0qPwuFS4+CGCo#lV9C(=-K=8tfw_NQJa31U-sn_E4Qax_N+`Q zT+RH+Mt1=&^%A)sNq-`HYrDc}z^0Nx4d4q?wxF?bmwY)V%|(iyeqMy*kLlny#tZ$^ z@F0rodi%W7JQhhi_2!_e3WUE@i(hKbJQb$)T-9o>A)ht&0o4>S4B3129rPpQ5TZq# zNN?>d2_5zg#KKpE6kB2!CqGY2aLgtKCNz-nY7Q z)#|p6)vMa;ca9$gL>JsA7(=|&+A>gT%L)jgNAd60_9Jbcrugq&em~NpZ<_mpe2gpNd3ud{rgSAvzaL`Ufoi$~u;OrNnO@j`58j{C@AH z-qm1y^wH`b>(WeV6G zK|NJ`d?a(zilowC9vt+oJ38p7n-fz;7EJcVugrP<&XEy)sNEat^r_o-K3uNHKY&0I zxx0!$P=5_gZsWrsVq@W{VKiFi;~GJH2w;l^r|TTzcV8Wvf4Yt-Csh>dhvirrT0fULUFTYV za2==X5JdaYnPZ2)da$MA=!IiPzIuC0WmcOU>wjtiNmG|t)tOz@Y(n3>?b!#5J$KFA zaog7)D0bg9b5GB{(P&_JUmiS10z>;?zij0+fq*eK_RBh(san76$!qn?4zR-?v|si; zKBBQ-b_w{G>z4&&VUw@Bquo*W17m<+m-P(}jm7x2_;-|n-lQ=B`(-z$6Dz`6^zz|v zoPR1P>`{AVWBv4{U)G#rx4$ExDW5ufIJ)@hz+K?~M8o$Pc7 zb~*)-6ztg1dI#u^key(owed&!HYHQBg&%th-=@Tt$>HTYoo?_W=A9~X{d^3DBVae$ z!>@1yd!@HOw%Oa)HxLH&%VArJepS9%vws@;C1+x8QCa~inJsn3_0ww4)85f)&l4YU zu#0>j{;k!B!ztj>8-th>l%0xExD2OYPZ14I-l!iS6r*sFA@ z8f&QceEWjdnx%pZ?_DD7A|a7c5{=QO(gq_S#4HFc?#`ALi_GRQ&?JH3gPy2~f`9d! zr#(FT^5WpKFWJp0aIutPw8GhtZ(?tOu@4|`%$-3Lt)D^EmjmpBh@#QgGaw05ZzwZ4 z7(p|R42JV32PxXoc6id6nLj<~b$D`6QOCk90f-J|3Ef+@83oS_6pjxX=eM^_jE7jb zR5d>DXri3s|L&LFz==iJTiIP79e+!1D8zLPAz`F+D7U)V)#TH7JIX7|9p2=o2UZ1# zb78fFz;Q7nk#gC=xGU*kxz6F0!<`&zD;*s2Df9+yBy4qS#YUS+Zt|OKA&12k&aLmt z?JWfvl~$q9+Vy6aMyxex5uuqZN#Y=6Z1kZxo@ z);sM9sE?iGRTPC$aZC4Pw_2f4cTW=Kdyw)m_@5YAa+X8=EgSdr``(BSzA+jFkF}}S zxjn_TZ}pc?Dq!ckvG9Lr`x5vzs%!7LGnyIAjHJ+I0x9G@0)2fn-QY*x*M9J|Z~0ni z!z*nmuR!E??~G*2juW7~he$@F*rR*TJ?DRxd+s@3LGctuj;F{0+1jZyh^RW39BX{@ z6qM(58XZ_tvQytd=vqEHL!CeQ6rV{^^95I+D#iFb!4&cloKo|?6n_d`b@{g%%p}J% zTa4j+(BBjlZ4QP|b7&cQs+ZxyicaT(>Izxpk`cl;yu~Q)x$N`p#-{E(u4r5K&J&Keb z69jE@6!W89%~6XsS%1OgBnnIVyPev~2U@hgmhKvqcwC?r>43<5S~d!5&t^|$g-UhS zw_=tz>()`Vp(SWy1Kka9Vt+@w7bkig-6G1Fpt{O& zMHE>?F-1tJQ{{N#>2k&p+B=*c2`sCy^Mu(ioTyzP7ts)0ytgmZ6-N0!YKEfyQPB~x zX{*wQ!GFbTr^44Vlbz1Wf$LLf&tNk7 zU#7*hXtj7w7V>O#_>53AspgFSRD*=V{-qnL$V8B|-j|x4P~f^L36=MFs<#oYPNYma zO_^3zBy@O1UaLDF5kIPwf&1t@h(~`NO7UITt)rLh?nLxmcS9I4RmYwVy&VzS61p+8 ztRoi^#eYz)V;PBUS$D<$EB0?e>CgrCwyqnxcXxM&?duTXw{&+Q!VfHl%g}YCWwD&) ztVp=Bd(c*{?1Lm-QF2wA2W77OtUT!18TE6sulL-yD*Edv+K;vYL`i{xawc_|%Xd_* z0&5J+wyLZl_?c@8?nAH>><;q`@maap)gqD*Cx1ocb4t$CqEGEEDVRdNBxB0Bf+=K8 z1yiV}p_E;YT{h~TvsB)syF7cj?()IG%XNgb1hGX&4ce<44NCoJt4_CZad*$0?wan# z#`sc9LW>{lRv~dSm#rH`*yOD`C6Py7Z+W59@?PB+U#`!ASKwRKh&{O%bpAEL3o+jm znt#pMv{Tj@|I>N)-p)_;^TS>B)*Yn$Rp|5#@fw!Jww8S&F034#al=L6jmZUJj^UQG}tsVd`wm50FFcg>K-&hx*oDv)C(>4LU_~ zV&H~`%9$8nbxdW;S2p95AC%PdTm~nt<1W4!vp86PDltOApgiDLxsG$EQ`UluJ8Q>O3fQ8KnY` z9y!Y|mkWaQt=^ADB~Cs#+3Nl_YLa14mOP+2H0?PduU0IqPDHIxAp4`ZosH^EHW_OGh4jjL_JV;Y7{? zxOeIx>yZSbWkGA{6;{g-q<>Bnz%lTM!KR}KO3Rks0x`7)+ORsCskBY5^IE!}7>Be8 zV3(FFu>*$DVRosAcZ>(@tle6~M+$sFXLm2KvBm}LBGpoCQ6<D z(O=|A@+Qf;!Kvm37k?;m0sXW0<$}G(B`3k~8nC2v%4i{>F2TJzla^MgA$E>~^^BgQ zE^|h$Ody&vI3xMcZbqD%rz#r!=XQWRxP5lTJ`t|d=u%ylF)yhGfJDAir~3% z4CUGs!LtP;@9{|HJJM-ZdN4BFa6h}77{S`g1ufAgiA;y`Hh(WrHt^0<{9!6?P+j{0 z-xP``{oYlrsU=O`$kM$_bF4MyiL@r&tU=UwZYy+O*6w~O=c{pRBR)@!4gaN1tKmbw zhz0ugHS?2Z$?P_>2D6ZfS!^!Rmg{T0LoL`0PM5<0XSW*8?nO$2g|G&!Zj^OrUId3w zz#beg2$<2$>VFc?`G##fbR)Hg$lYbfQrW3HQ<>A`L86&zPvKj-y!~KSqRaS;-on~u zS6wC{1~RCV8Y_kz&Y-A{t*C8ZowvQtSb`2mZNQatNkJ<|eAqqGm*7OdH3van&C!IO zVkv@vf0cgi_h$OG&3DzuZJzjpfq*Sm2RXVC|1NGP9e-E`%Z*yGU=bWG=veb(KSEVq zzr_y|Pe5I8679<;B2Uq~<$d{S^<3pzwUdic6;Pv;6_F=}+X+(b8_3^zZ?bo&(-;c} zMNTPGrPg|CoQ-o@TKx4P4a2Aaku%r?&g}TwUA=o3hoGwFIl*GkIjlToH!SY$U1afU zEgrOk+Fmjpoy6~T837EIFV z7}cGJLMKCbC}fS^=NV=mvhJQL1S<M?Dw?M)(bOqc{B}tyJ<0nUqtW(S zFNAhh3f0d~K7KIPJF;-$wz-}YL~WfEvFmW+Be%<$aPf?WwfF;09bC729_rrH8;^8t z$bVZJTMh1*9rBU`e-*q&*|B;oJ#H{yIOPA3cinnkycz?(njk!|w{f$mq%?c8#?ra5r!1s`LtOe`A z)?oYEIcypDDi*;E-~hz@dEjoW25SWe3M?J3q3N195nK$HY7~=}BXsiwRS)KOMwZ=g z?!Jdl(M0_r%}EWe(Rd2?)DN#b;MqI5V$c*i^Uj%kTe-5V;+E*;2&-I3=`-_)>VMBk zBZ7bEbJK_@s(gp<(Qz#t<1egjw8V63)@i>rw=`#uEZMW9XWKkaGAucRE}JXZv9`fk zE1uwV?)bi#|t=#Tca(3==_}1 z9Ljlvopw!)!`EstwWiVw>LiMCe}By%(VCsSKcq2BrH!HpRAz_XW?>B$WG}47U&SAX zsG7mjha(0g#tw{wtixjtA!5-Tjt~2GSVqVZC5LzlPp6e|3tc#o1%DjMs?z~EBoeph z+)$r89U+mOg41+!U#*D$>m+xi8|wqU(o>cDY9RIb0&`a6k=!nY93O`mgnzPFJSU)? z_aAWR7&vr{b^nJ=KO_(NopXw0P7bc2Iz`3Bm=zX=kPfeAMw@CcB-3r}$*ED{CN&Ff zIGR!Ohg{qBMEtHYWh$JT&nQ1x0!MG^CZ7oa9)!EcZein2q796N*xCCh|V zs@PVkCSn#UHcVxS&_+?j?|)&SOXh|!PX6ziq`aNv#DLQov9cQDwcpY*mC z`B>p_y&s8hszp$kZa#RvU}ANL+lM`e^TRFm(d>*58Gj|6;{xnA^Byg+ zl0hI=@-S2aV-7hGONJx1th=)O!Kghu$)Emo#+TWU>%Pcpt4U{VEz4@m=jYLx_qbUH z|7*;ovN5aA!UbCU@?~y02KBO%6%g zK~yi?5mF@01%cV2%zq^9&sgTi1h62@i!-ImUv4j)Eu+)AcTC=KcNR2zYo*^R(yY&=QBbB(~Zi(7565cEmPe4#eFEg64$V{2he zqg^%vrFx$$2Put=zy%}A5{zIMevh`YP;xQ;YZ{6Hq--jaUbejp*?_+21A!p20ipE) z=k#!SPPtJh*MFc`QfV+&FdDgruv4Y;55>M?9j<#;x0~Ff7*lQXlqQX-8PS~SyZ)k? zo@q@XG?t*{6knbztZKCTI@ZszBoY}XZE{=FKE%h^gx3Gfb1 zvNX+V1+CU#nIkV9S%iVfKI^9w22STrU2EZ1GvD z##ZgM)_+5PsdB5DW}CZII2oC@KJS}T^ogr_mwYxP+>`!-PY@CkQI9*1oj^qWM)nT!lEz$P+L`Tx1=Cqu{ZM0}r8okD0 zvf9mJq+PZRPk`6RgIE?zjA4Fv7_Erj$aC(U;eRJ=+!Mx~@uz7;mQTxPT~3`n^>&qe zk(*%xR+)*4pMgFDuc@_GU&wgb`hrfY)3qV!L5Mo6gSWfvUYnaFX{ZRCPM?;c$qko& ziY&n0kcU(%_}6Y^AO12J(2%@M=Aje#~%!b!o;5YZvakY{w#wU{i$ zHGhj^Q5Dz}r^Pk#$9);A$DmGaZfNPtS{RG0x0qbm1m^VT!4kyq z1pKS?(}u=?53H=*%V&`A*YG>wh{IUTsKM(lg3)oKSM7y5?m1|&dc9ivkah$cQji@* zS*ik==x}6pTrL!v9*e`Ha5$`rdK~qPPJhI6E-mpmO>&m7%N4e;#CDbHGJ+L@qzR`P zy;UqFP_Uh`#m18jnPm9ilE`I5ud=(c48}zdAv1ZI&DfKhk^5& z49zAr-P&quLsqpwo9c(sttLW>3`rxE2`J^_CyUL_5`~;Oqwx7BSM`>7$SF(c{eJ{! zPlv)8NrNv3cn_)_AC9CY4RL^0v6isY9kw#~APzR*j0x&(zlp)O;P?Q}S;{mJtyMH| zYqh0cO;N;RnWBhBqfkV44DYGj$@F;@zfJBU+J6G`f#0CmBGPWDG{e0x|0ItM93ervP54WT6lLbZU*Gd_-{Grs-iaS&p%Hwa8_z92Xr5^Jgveh zhJNfI#gOnr9rtIn;{*PP-w9{v#afV!_lGgHnzcX{825^dXexqZ1q~}YhJVZqKg8@J z_F`4x!ODze*el2X8ma=GQ?+x!om8R47Zq`G;TtSrj0b&TtA-lJFU1)#;`2pKfWieq ztAY#j9UQkf^%Tw+gwiPhI#DQ?SKkC+9P zfBE}RhmeHX>=4v;yGLs@7&yTDgYcd2xWcOdHoBTmX$^&Fmfqfc z=@v5C)mT3d{wa;a=luVP4{(g!0u7`n=7#r&Ln#QR6v@WQex(|lx z&=tkxu9^5F_%?_@>NBGZ(Sx;}R$4|(68zik%a<40SM(PS41X5d2G$kY5QjE{yYWVR z5aTgn6r;K0z>BFc)cv4bZ{4f>x*YXwgy^*1CW4pJ@^YoVFbQ=%X+tljWy~Cq^txv@JeaJ&wo+6 z^fkRjuSRNl%NsxY#qiKCe)i^8QcV-IPK4vx0LNp1^n^oi~;Sak2wH1Gyl^QT&wKKC{KqjjE{>Xc>_vPV zX23|?Jj&Zyc|f0oJT3yfXNq?u39TKDC?!%IbLVzaq%|3Ig{>T(=zysI0sQvo1|Yht zXkOGm29_N;0{R|>vL_pl1J52BgFLmZ^eN<^Gk-WmT#F6D`wj5kAm3ky4MJ(Wir9$% zoV>Dv6c7d>`+ITfXq1#fUHUGF6sNQDkY^Ldsn|tG@i*{S7_-kVLA7kvNC}T8A+e?H zjLC18d}cMU0Q6yd4RKdxvmCr!*+4I~PyftphND|D@vdsMs&%R-%3(Px|B&1hrDK#| z3x92_&co!zU#KU_>du>Az2WwM*x%TB%PIL<`oP(`uF$-;&FfOG9^AU`^aIQL?)|4L z(RJB<-@j?a&8ySNmDlyJxM@u)F>qbEUSN|d17*Q|*uoX@XU8x>!xh2xV~#cCI!L#( zr{&Hw)u)wcic%tn4Z(6S0&gleY|{N$bbksoQqe$!hH%IoPT6QLs`G_*hzNRwql9?K z?ziaa!zzjZgqlOW4VFS)e+p7)4%U4fV(CXmYlHBG#rfK3@b^9;OE6^6V%eD#*QB&MDGfJ~jy@WJcw0s+@HJ?G(9h#8VU}uxA6J$A8FB zyxsWQ{KB|k3^zxbR(B+{w3da^!5Etd_b<5kz$G>IxqDV02JfR4zT62VU2TmA{F#7* zek_CZ8gG|wXq2Hj4nd$piM`7K624oYZ2@{ zOm0xxfuzsm^)otxC>blz+&OcegO73_l*tXU$|tjt$?PJCN9OE*@tXM~D;snS^7=TM z%PiW|Ufug?` zZ`-ycabVd!SG1d*PMzMF^x8ZI%HeTH*?IAJS5{JsA-5}FrXAUNF<(o<<_UUebI5J+ zih?QVwBst#2Gi$RYoKbrFDi}=p*uu6p`i+J#u7}tB( zq$KD!?meO(WY?<(v2t|;`F{lDX}KsurM1#zTqQTjK9yr`0@9y;;8k^qhG#UcObDe| zp8cKPrl(1bNe2#6j?CP2enFIfMsF=;@Y3C2WJ_)C`xQ|5K5b0|JlRx2!he7olT#Xl z_S3g&@Tbn+hT>Hd?-FlSBTi^wkz`+-0H5&YDqCye0SH$sc2pN?u*qM@8TRRJU2y#}-AqramXX_z$ zP$Yc!!H+FYfx^`~4S#|XYuFu1Th(u%^wy0IrD==9iL}V35snmMA*&mzv~d+lpq)YW zr^h&}d`5Nvj{5|pX%p6tkmWy*rv31R<`sZ!!8qyjxP>l+j;ilEC5J2Xp>eeo( z)u`pt-;BO(@S26|?zyzq)wD7{cl)BqeH$LQtllKK1cNi`$OI*~L#mk@NiL|Jgbyj( zmGCwp_;6FEklW@Jc_9>#rr?9kE!_kq&px3g&Xm!kaeoGS_#t|*-ZfzfqVC>t6@m{4 z9<_fxco1jIh7pakCWsRD&Q9=Zk|+&DgzZN2*V zHP;{6S$|vlv%8@;Q{UU@a5XN?=9V=$aQn?axo1(=SATHx|N6;+MP0X_zH7^Eecr^% zn+GoY$}(SK;3gEmgI0z^m7cUR9v$<_R>pN>4y9!gvNGO2pOsPBKEfT)$_S$-hsQ*_ zp2TS__YQA!LcvH`)gDGZO3br_{t{MYj0S9en}0yv%AiyM=m8@vSO&3Rg{lQ>K@n3C z|NWGe@kfXSF|ea-W$Zj!D^jV=$i&#Dv`o#Gn{9mw6GMbwjhZ{{u(%8~rMH_;)^>z= z!I$&bENzZ*(0@lU4%3{K+wyB}U6r)8j||)d{?26Hgo5(4IqLIfA_3!xY~S1_JM?1( zn}5p&aRS;GX1&qtGQ}2cX|3C^6xM!38AU^Ct)3GXMfr4B)^5+QoPV=fD<}nswubS(;wBDZGyobam3wbyV>Ngb9-|EBV`J>B)@?&2Xk&nRHMyh zrHnqO*(C~km(%3y+%&hQuRX0HsCZ#Hl(E3XCr}H_XET1GQozKCxf50fO8E`Nf5 z856@&rU--rt4ewyvUxYLN|&RwA&(HE8Y{qOV+Hi*5Lg^C@i%bJj34Ewmb!S8j#8mq zt9hI=)se277ZYxvwG36-h?m|00WhZ~^Af8xJ!4;@tjUlR@%cnhGT3>Vgc5T0A;uEK zwWUUc7!8n1wm>dHUQ-y=Pk0m}hJOdY9@AhF$c_q|gGG>?9WhkrwKuk;H$Ha7;wx9p z2?^ z8y~o7V4HG9nZ;0E3#t@~p(C5)nqw{jnj4(aPz2YG`8Oe(Ltl|k1R$qm@_$~);Aog; za1=;ZOP{?T(GR_Q<(OH5sG`<#zgC-^aaSl|rJsbrOkOMn(7t*=l0qVjk6g+EF%=X& zB2V2x(j-nm#{2YHRt%x&M=u=na!6B(`0)g~?}s$*k?(&Z_Zmn}d`#>wYnm2C(_CKG zG~oXt4uV=H3pptM-@rkNwtv}g(y!M#Y65|bgDY*;iCPMsJp^e^N_5uM&Wjn=>%`Jc zcr{Z{7Gq zP}|tS@=?A&Py{OulNVh`+n8r@YH#`8&9|Mrs0Ot$(L&O>@V(R;O3F zI`CT`{>!t215f|w!AC!SesJ~EA3dhMb$mxEKm7DAcuh9$daB~pl2)j19LF&)es6)X z2%Ls<^pPu2(D1Zed+W=%w0@3fQO2}}cyAYSX@ipA!mGy#QUxG&M*suTH&C}mvU=mBh*`QYk$?z7w0XBwrKr8 zM^b~j|Kc=joHKakyiE^otg$V+WygcyPskA6=8Qr^)RORf(?P%a_wz?C?hSaG6E;`C z%}Hs$=&=fhP|#kx=9=!dYwvz~`@_f>mHS%0OFRN+J%Ie$8h`wI=V+c^E1GAeta;WQ z6)HMsg<_VfWV5s%>YIzo-1C`!?Uz?JkF@MRaqZk)7d0ZAl-F~ag_|dx+RL>@6c83P z+a{gb)m=3@T2?k{an9hLxfkDe>7-K&_AWcHqs`=S@dii2oAgT_$)15e?fk5R7Q=35 z(4>~K^J6|pN`H6Itu}?6R`rWnq;hKRj^`j#VR$F zv0??ZNcC*I2sVv*``8ubuC;$HSg3+#=+`>4fel!nEM)g}zhWnot$2OUi@JCRdJEbvd&XQ?--`QhW#ecJfTw%oG*sGP(`k!?lHg3Ec|phb2d(hapq#}VM7&dgydq~Y z%Prv$-k^iskU0k9Qo#Vfg7E-`1-J>|=<=k;C69r5JsKWplKt}Gb2dP)c00N5^@q5Qy zR!%5RymJJ8C?J)2O@ZW%6})|74;cEeX16A0Adk;zXH=QAef$bPhm+8@(dS4KwZJ?bNOd$L0d-gN|BIN zlYc~sD|jA{Pa?X^o|C8!DGoUcAd(xW4Gs>9C;l717%j`X!Sa`_`l8BYMnvP6oqZ|6 z9Gw$uUNbMHWwdG%nnJeDOZFC!GO_mDzUx6yx}Y)%x;2ip&*HWS)}Y@iE0e45d}jFJ za%2N_7(%)Pw3W{ysk;C>A8@NHOST%+6o2vW&(JY1;O{~(`OP@`0Uc`WBQK#25)vt% zi)JVug`V{ldRA$of}p4(1PP){TBMb#A)&0A5OpV&6I$3eivb<73TOL0gH&6VJ zk7a7DSABUESqa-T8NN{1Ms{h}?eDG*+kpKW9@v~SI$U~_6m_Dwjbu-EMw8vORevh7 zEADNMLlx_#-aX>i$tp~IY zP+Gvr@W>%H$Uw@=n)EV7lfHm6m^kr=f)@UxD5WM3##}V1SH}yoVwDddBGq~}ehTW= z_>^)*D=zB=w8Zsc9)wdM90wr>2!HEASO-E{Fw2nSk$mni{4e&t1iY=QO!VBVecxAG z(zPVZn=Hwe_r$T~-Hx}|j$Nl&D$9zkMwVPjPU3D!XooUP;gwPdh4&bEyaEMUNYW)u zH%d1s@X9>;p#A7j7~rD=bV}O?%#?}q{&ViVvg|mSwBO8pZ{EnieeXHvo_}-x{Xgg2 zd(SniOAZV7Gke8LfM4PpPTbw3Hsay`dNI(NuI)T3Q!Bxo`i;Yg<|qpMQvr&b69L+75J$ z##-RKAJ2as7edrYdI(k?4p@0mk95k(%H#K?M@2Vq_qoW@Lv)$@T+~UKxstpYbyR0k zifFN1_BEJ>xoi%PUibk2&KA9+O-ierHiHc!>>@3sDFLiTF%3H|G|@MKWSUU(BgjZ^ zf3UW!whV>O(tA4fGJns#%caLl=~Bxpm8;5zuM4hcm(T2;obPk*0*c5J|0}xDZKiKh zY1ZsIt6B^+YHsxeY_d?m)llV79)CbmOmdw1A$k1AlHt(KO5%skb^+eS_Y< z7H?mlw?&|~ou%74OOd+$i;bN|+dyOJYmuSq&pVx>$g1ocI`e(l2-a_E=ihm}>^<$K z&9Sj5&%bXyFp63UBRyT2s5y=vL|SFbna_+DzqAz%D~uMrD~lzP-`x?DaAU6*<{y< z!vSx#)~t0_=&TyK(rVH;8ixG+b9!3f47TIBwdX>Jeu3^Oc=AO(z~520y;EbZumiBA!fvhBUGJvl2F6nAH3;cb znLqr+2Y>&NQ))2T5>dzTK@GQn$33EpHo^ZOKd)yQf>Fy96pPj8XP;er@nsn#+^HF+8b`# zd;L)JNXTpo?rhpIR;#mwc7l}3FT6{Af&Mt&xq{=|xlW};cU(c?n=HpfC%Bs|`!0Ex zC4V34z96+!x|~%I>hxx%kP<7T-w-PFjLqpah>Q}LYv4B_9Swsp#6makSGQ#Jf|0SdDJ+oSL<%6o`!-74i; zx892PG3(Sf;{}J`>kL(t%0x1;P@<_^U1dxlL6cqFVR2tzad&rjcXxMp26uONcXxLd zcUXK`+}+{!yWHK6OFEsYq^7#3s*~w-SG~8*2K>4DMzErW#BxfS9$ zGKH$*z8wKEPpdBBST_|VYsEw%b?HI1t5qDblB>sL>?7;`+jTu0{^-rcQ%+?7@|8fA zyFvd3nSzi{)p@n}uhCH|w1rR$<6{%{%EBpC_f8fZVkb*om$NI~C3cQGaK`BH> zO=(%};x?^(>GH4=u|rCT&t+w?qo{LxUSU5uaNNL^Oikqq3#s|)%;99y(A`x$72X#*az3Xsw`prl+qX8GB&oX=QM;*_LkS$k4VQ&Z<6 z71A2X@Eq|t*maNcfs6vh%{DU7cgm7UEtL!3jg=2Z-eKU;^gisxu=(UySU@5}Uy+i- zM2(36P_O>F&O%HifW9|kp#GG=DHrQwrl;rdcd<`5&BqggQ5!n%QPvSDG9R{m`l!yqS zo?jq8CVi)Cn2VH-$G{iy4pxT~PXM=!hv*>81XpA}75K1#pUwxf04bSAc7gvWXJ+k9 z&z5S%>v4RGNtxsXVmr*Xx#{t-05!y-nIDF6Y)b|<65Hun1ecZ;$Jn{ETj|NkdM&G3 zT*;g~UhQYES#Nf=|F*WtjaTben{|2VZ1Rh?+{4^|mqA>2ucs?M7P&zK@E6~d*$Gmg z5obDlDV{%epIkTFT-xQ$bw366FkYV)K*vPmx*CXd^apYfHrEGpUd|F_ftTr{=~dFh zn3r4GkGp4Z`Vbr(A@{wZyg}DJE_%5d*43d|-@VRG2Ht?Uql>Kt|%yr?QOWb0=#+zHaz^_D&&KO z5Lkv(wUPw>xNe@OgenMs15gZD)n2{t^F-?wjZUzG&7Z|j2+S+q$y7PN_um ziV&k$!D7X6x78lWjT^=ZMpfU*v7=v{U@;rTFe)~RP^_c6`n}lhBvisKHKIgjVoZaR zAyb#YiuVpaS=KM}?87npyDv}9}uB?j`;oAFH zaqh2lL#ucEO(lKH>$7l-m^+wzWppOO7#m_Ys+m zU7IPrzgjStaZ)nnF z&DRlqp&7lsr5dE)Ke_bwy-9wU-@W9;zdMV7+UCC~&iSyP0$$~Z(uN1TUcA*6vskoX zhTW}d*6?74z8dzHFGgLuf58s&T74jFc0s+N`chbfGI1_@gBuJU)fi4@_*H4%ANvN$o>7AM|S78oLi1R%~}s+Y0QQ>M}tN=z{V~DEYjT^cS z+oQ9G0oKJ$>zArk%X*m#1-PEKXvYOR7Qj3-CU!HB#*%1<~AuN@U(Ao5R#GRrg`FK3d3ia9Jhug-cCF>k55_ZlReEPnk zY&!b1D_eD^|0$eRu6D5M@HOewHj*hsj|*sR64ypmj*6UNcgGnnyL{ zH!8~CjBvrDtc1b>7K7yR{k9+P%AWf{aJ6W>uw@QITG;gr6?9}0AzfvNdKs_c$lhz> z*XJs_-S>swg4r+f9fW;(W#&HB_%Ed_lc6WxY|wyA{9qr~i|x`Ad{b&TnU+^FAZ8%H zfCK~6&(?>H?JGl=c4Hwg2e&6STC1?<9IIH>i>uDAW6!JNUT#!h`H)7_TgrT)g5t>rb+*WWsGVxdXX5;8MWmEBTTg{cnRcrffR`WFUyqU zGs+91pK( z=Mk}F(0oS8AUU9=ejm9Qq%l4?J><}Io2H*|d(8qCob2ZQbGrHig8B}LnNweG{~Dk{1IJ7zTZStj{DG&3rO zttVAGH52B3-Pxa|;2_j+ej!feIeMd+)w$XRcFrC)Q1IBv*?T05#!$G75;s8*l=Q+| zf;}8S*=ABX_kf*AhfjF|zBkFvEKT$LgyjslvY7MdXc|5-y^wmPpx!aY!++e?Smh&1 zP#WUt>@BFOT+Z7(rKc*Bq;j+9LCrjT_JWweaGI1S99C*plq;eB1?oFh1JKU;1dm_bED8!y2CxPF* zRk`Ei+g4jxS6p)eGi>xK?5;faPZ00{otL(QJ8m?HYM+_qIN&AB+!$op=w|Ek+{ogX zQ?Ul`mj2;?ms2NZmH7E%6#o6!%E~5Bo7Yrb&Fr^2?5+IrUoyn<=dpz1)*Bv0$NR0m z5dPF`e(k_OIr>ngW2rv-;FdDX-#q~Ia!Qvce2E>sJ@4(ZA}~@r z5fT@d*D^cSk(h`N(NI9-k*v^#4kjUK94M(BG$MJOKe1=LJiS(hDSXQW-xy-4kxur) zYL{_D+?Tz8*&S(xSr2Pr_(vZ*wGg~=JOJWA_0M%(ZtCxp;Z=PMhfs_eT%11k%osWn zr=t&{&jW}ry%0PI-be$5J>+1mO*aW|k(gMjYCe1v$C)UgM;&uiKcJ>f;O{`y9K)M-J+@;M zb`DXWal65vr+5k7KkjK^IyifOKmt~}Hir1zIiAIQZkd^6lED_wu z;bn*dRw_o+wMFkPVGbB(gg;DtQP#n?B#4iNOdT*_T9H?Kmp()ozZ9bp)k(Jb(KhUy z#r}YC8*kVUsB>HA;2Zwq{hXiG3nIuM;p<4_o}JZMHT|08E=}u_`h=|`uR!cn;Rwhc z_mZ;o#EYj^fXT=Fe*b{KhmeJI;|*qFH9?C4Ow=n;sn_Y&DOsWsv`^=!Rmo9pZd)mf z6%@uYvElAFEG)p3j2t%*{tWN1S7&e6@7EcQJeow4nhhxZdwkh#1fXh zwQl#fp1q0P{Von9^Om4x?+O+2!g^mTX~j?4UD!B^_%C(Bcrt9wAm;X-ZI+$$u~ldr za8Pa*68b7Itf#zT(`U?~hi;MRnFe+Z>^_c`3@W3~0_*$De*Ng-)p6a|bnN5wWm#<47>@K`oEixu8rIZGmdZl|-=v0N zGYf>2uolRg6~mTE7Sk>_*QwLs#;xZJM6YZ+47}a*ofC-dA1Lh?un?_Zi1lAHPc~oE zhluJObuJgQbN|49JoKttRoh!t-NsY+3;gblPc3}qY8A$vg-VwH0&v(BIZ`n)`HQtB zHA@XGT@Cp8aJoOa*Lq*b~-2hi7GR#50Cf z_8Eyz2h&9LQLRP{HDV;>DMiC=aK~yqw9&gu<~u*%iDT5Nki+nMb8)ip`{=#)vj6gR z%40J$*56$-eylav936@dZdMOA8TlX$ZWjSVWk|c!Y)%C|N>P`}EL3OkV}P`K9#&}R-Ppl=Np-f)PR2P-R@;MdTs zCWG&ll7U`e$QRf9oY$yZ*af0D0u<1VB^8?@$L%CH`og?=HWd+7U~{Roi|GBz0}KT| zIUjT}Jcm-d9qhUDsE|SP_#wZ4aH)_&`?%s)CN0}z3QfPS>|%m!DxdA`BAtDICWaf> z(1f-{LeK#R}Z#b6kSIF)6aW}hM(h4DeqVH1U z?#hRJpYKDmh;^}pA&7kU52LeIPZlUV>zwRo|6L^W~I;O&Mtd8o~C=_ z9(tM(KN3E*-@Yt&a|KO7&hdRLt|JDHLM!16T#x5-WV!Y6W6}C|V(@UcxLa8+>HSA< z@b^FV_xGDH2R5GzZo)>t99IK$?d78N!O6+>vZ`}+GJPDWxF3o@J#0@OD%wi7w`eH_ zzxWvd+gHp1MqR#-hLf%`e*O>l#l8%`tRQ#uW9*k`zfr{9+!uT1r>RYMbk~$>Xi*9w zUXbYv>2bZpbV*6M zmJ4}WDv{W&Bpq!Tf7)1yz+z%pdozkEAf2M4Re~X%)!vMQAc!A17fDg!$(>djKfEwh zVoB2M7a%o$aR+P+{{h#F;*BI%^iW?p} zh{}eFj%Jh$n;IQ0QsgzUj%J(`VSJFn>s4RNo?|t->0cSLO-^Qu)!FMT)aGo!|C9fp zSfiw!p{tXba@P|s_&^bSssL9krT{vk09m4l@rhW7m+UG`6_h%`2ulhhQKImzRzv~C zUl3KH)gNO|EA{Umhgji@A&2a+Oe&Ud6`T|iMZ^lm@Lo~E1j-gE#aJxxymf$3A2ql! ziV|Ef3gqX4f;sx{TaI*|X(F`I9rRyEnF)Ej|G+ON71BVu75jtU!V83Twur`Qg(!PF zLGMlP-em+m1Fz$|NqC_m@UWI3UO3wWrHe#haXn4mB%QOFz$amKVvzkjPkscnVk&M!iyv8rx6`!7A}I%4O-jh zAo=h@sgUHGVieEGwo87OL-FJ*ylw-h)qvIXD+GrcI^hE0{i9c;fb`S?+d&-v3z^p> zppR3697Y!VC)|`hXe?ZI@tU4Kqyrjpaw&8w&HN(a{4YU@fyZ`0h$Nl#W0X^u z1X{kDrg506an3rqNxizkv^IOJ5&VNB!Y7rJN?D;%q`uMDETVXYvL7oAhQ8YVy3y29 z9;Ip^wSHWauG9+VR15@&{i`Ih+O6BfWZY2iCFAH*5@B;BG3^=&$2q9PE%m!Whak|$ z|Jkm9jatH9x;RYrXBav#BMo;jt*sx~WHQBHl?LAcxh=LYvbyG!cDGs2Lg(Px7~hq9 z#tWrWkHeL{s+7D2{peqU;B%8e4w)e2jBqu|L_BzCysW_-n}L{FNxN%lU~N*14}1k2jpV=h7&Y{w2fqvp zuNf3jgj0s^D%;QCPs!C1$dV7fIlx;B3;KKh)ZTPD`FRH8z=j!oPt{NWVI-=-UZsEo z@mmx7uBXwL3&O^%K{|6#q>~++M3F>@*SIu|%;iCAzoHRqJ@8xp zurM*m^T)e78q8XPQSLa)Sd2t9(CG2u$&F~NEGtb?&ztOZ@G;rS*oHSj9Ykx^?4!RF6t=xJ#F z-KTo$uQ~CZ36ER?2TBh~S@ne|y9PQg(!yrKL8NTmcffFekq3JNMaRbQZGbh2K- z*g8e-AC{(V?kl2*z>LwK5$-T@GaQvw65Y|xJl9Q#dcSaMe#^67#v;qj9TJdLh{iSP~Bc4}Y%^G<`*Gt`L^Cz(4V5Kg~ z1VcUq(Zu%Ct3udSJLZna+7G&i|Sv^Y6xfcjELPL z7rXMVv-iXZ{PYH9QZP7p@7$(-FEg|p3tW}SO+_78U`g{=3|GYFaQX&Pi>N2Sj&7LstsJm=h01ELS%)DS{G9Y#J19#RnX zz0ZyhchI&x*6rlaeohmS5uW8akh^NJ}^wNfre~y(r zRfzksXb@4$sWIJv!X8c_@9U&ZwkQy*F}VGuLycP>=a=W$74L3EP|VJW!6!SZG25bK z61y&v*~^R}Aa9MN#ML&HtTu3E9lPmyNXP8~g2k9UFPny?l#AV0qUiJx`t;#;$J#)a zq-$df_{OLEEjR_GAPb@cD7Zk>ONmy&N_Z8NKv>B-&d^1anN9F;{Jpv+u*M!4LB|&^I&u^MwAVpf?|D^lar%2UNh`VdUh#YvteGAi-pxW>DL3ICWp9#bCO0vF z5Vacu<9JL2O^LF?%wNt;iDklpab-5p4wz%WzY8az7fKRH_lxd}D;B?Vd2~z`3y*e~ zZJ)Kvw@Cl%aAL<1C)^_$$S>q!R)J5-b3fpknx-cNGK#nBVR~lxBIB%HAIso7^zBSX zG#nlhn)U4VEcA{;A@=PmtV-D=7%K=!T@w{P)$1Hnk7h{hTZjmzYxxcZ-Bw)Fq_ul~Y&lJ0F{I4pHiw zw3R6ISdu5)3GvFL(yTUllyS8`3I@T7EfHP|%5CMuI$9+;kGeS<0QGDQ8~TA;N`j@NpJ_&f2U{*DULI08 z}5SjkdM6h^XCJ-z8&4EReGs4Ws z663IZ7mA*ABS^KwCal>dqo0!i3EUfJ`pmxys1B2#7_v-wV&zGY#WHL?i4h~%GM5P! zWHZ&phx^!MZCK`FkY(w6A~d&C_U~j8X-yCJ*EPr*qSuKz4);4O zer6!Jh$lsK$bjyLGf7(>f4>${);uOn;uyz^rXx+Pno1C{OPHvgI!JT`$dVwtBbGqF zL#R66kXmG9LV=hl-N>-@!yl#x-B{R>qRuj9a5yB4gT!jA%$lSX60T~vU@x>!EJ!h> zX@t@#Q%m2#FHMa)7YETaWlILJF|^EiGiC4%(gZqW3@|CPxuW3+@jC1s?u;Yt`dS((_AHsM;VYjV{JFB?99a6xWH8CJiF{^Q2~` z*hK+9F!M>W+J96YE%eVBPAMgWK+rU_*WV0d6k!w6qA~rG-l#tZyA~&_Stwq=jIbeL~I)T8;Si{ z5+X^}`#)DJ zsRU>2*93|<0NN`E?q~rKijbJ`#0s!|E;-^Kz&RV*#1jJR7adAiNbQkY{hgU3 zkvVC<;diXrQO9&Sdh)e$FG(fMFsS6}#eXORB6ylI^tz$q=aAGHXx~xE@u$j&Vo|he zW5%4i18O!HvA%o)IrMO?|9l@s9D{@0QsD~I4MjMHnTgSq-lH?cyh&%k+}Z7z2Nh$+ z@@0b>1(Ls^ABg8o!hCz%5TIw~Tw!NL%{VrNB+s~sXgC?j-TqPfk3i-HmYLVf0>3I5Yz<93BZ(C1Fe81H7Ql z+s4Pus2(tg#KywCJP8@B)yt<@VBMT71TF0hBMu_=D*Gy$OzA%=*UZNWz8YUy+343j2uwlitUZyJIDS6V;C2sTCo3~ zd<+zwwwZ%g8F<-B>N#t^zZVNFsFU1muXhqq^n9%^2VpXI5PuaFA) zO^dh1l=oAd!i72oZK#1dk6^xgglM{ zH~*1*W`A#MPipO3FcA1m4l}vG_Z2F8uRJ= zGkW7xNsLgrPpN1S8=5J3qe(_GiY-oVEClocZ#cw`ZNV>z+8vURludLgmMVZy0zm;)c`q;BF9} zfBHc6g3k^q-|RnIy`$uYQeQtj>-yk+g7b&;jUGIccgKs3Nn46}VAn9$=0A{xE}lnB zu(s|3C9d{s8Uu75Jxczy7y(^?)y;>%MQFNY7SSM=Y6)y}4$w_C*f^ z^7F4?eVEsAV4sA$aiE_hyZQ+48~*%I!1JB|7yPw8$fwk{#0P&vJK$smg zJpj?agZj+t55Qi}LVkwy=fVHe0?4lkAV2T^73zLM^?$)$J_phlV*iouuTusrdHr`_ zo_PZRnrnHm&yM~+=x5XZK8R;$|1YfTJSabi|2XTdUthi$6-!avA>3=%SN5I+C)}_9 z3gR8rUmyP6u%G@VHIH9Ct`F||3FI@N{|f4T;6HZQzx~I7Nbl|eU$ks6?ER&GO4r~w zF`jh;0JQ6&1!R5L_b$Nyi}2qtpVa*T!LxOMeu#WY!_7%^-Zg_3Jx?OrH+>0Qkawe9 zB&bi1U44lExD4r89uz>n-ud<~gkKoXS&k5fBJkug;S<5M$g&(L5yJvMBe1~U1NsRd z-(mWZUdi45XBz+F2=|<_bK8bpJ7y32Z;=2f*JHr9FQ?rd*mrXOFUV_t$WJmG@NI}^ z(f%v2f8T(F3+h99eFXYtx(k56KlJZJyO(0`n(a=mvxbKENi${I?7t5V*@814j zc-LuQU--Lq5Ps;rxdwkW!XKY02Vv7tA3ccng3?fox}(FteJ=Os!MsBSd~saoL42O| z>jPl#5Am7dt1iTa0d|5c3n9beuLeS*1hPJb@*xfc(T9?3RTTaSN@q}Km>@= zj5F!xFa+Tgew7;92yL)Ck>MIUefjt!{$r(E{QbBq;ATB*dt0q0iQ85F*mm!jb?oJe9`0tEqkC=S~k8VV9L!0X%`6s}y#(X`M}Ac2L01M4$p zcH|8c!N zL95CYSBCK6;|D<}VHj}LLLpD=09K&qI2Dy1r*c`WbCAk z4HpT*Kfnl%<{V;2$G-mj<@sx=MJ}!Ymzada=e|9lAvrBG@Rwgd=KLPR}Mu#@$5 z(ujA?5Y6D4ggD^H#6lFr+nP|CWc924BqKkncSKyJ6`-r5pn`QN%B5b0a6$w-I)2xy z{d4UQ8-Nna{%dC#iBK0^KTJebLFMl9FvuF+R8(b#v>h6MfR2_-X?w?t!3j{|gxl1| zCI$T}^N~IJDlVP*sSD7C6Cgt=-Irr3*gL@Q6@}{$(@VomKv%(5p@>ElN+ga9Ym}!A zWT3RmWKY`N7@$W5G_fq|c%rEmqXz#B7#Y^I!4hH}hNA=9XVM}e3gyZtp;v(7nH=i~{Z%f;afvTn5m-&ANCO->InZ4-+#?iw$NPn-Kvqad zp|=NYS{H}>Rw0%RG_`~SUHd{n=8&mrBNrnUR*+ z*oT@Xrl&*vOksji0$vJ19fsY61C0zyg1`lAZ+pd8hMCVNcKV>y{|S;CM8hP6$q zoQVuCsvKw(#ko=o8s6oEgin$H&8>7)B{XP2O<*23{PSL`Mfj>_QjR65pa;uTrIdVY z!67einmh&nLn713i>k&X0X|kw`vA zS^w`+(WOSB3S|i55LGey^|7%+H@6u2iIsKek`{YqiD-cW>g=~8Y)Vln#iHT_Ez7UW z8*4F9v5b5ff#n6N1!^y*14qXn1T7yLvrquRWJPNNaT~1a_5xUmm8+$tB63JTapgZQ zx0>5EEP45=Kzo}nHpuJt>wr`E_`>4#jeLu-F%PlpfMV_Bz+&8L=pv&I2@zP9C>>WE z8PZb*KDeW^iRuciCL2iSzav&Ks=o{MuWhG0TPvC+{W>TEX8nm)mFuw-*3XB@LbQON z>g0iWC#s*>PP{czu0K^d*^_l>$tu-# zF3USgOXbUwB(_r!vY4@XOWffaT6sgO<*h_{f7);3St$7hntgr)10~bb->;6RAzdzH z;2UPY+5U>(qk%NbU(Yucx$(rxvk%8M(k&0hK$5&A;asChje60^p0yrz!C3^jgPi%G zj-00j$&I9nI!Pc?GL4TV{ZL)|dg1cPvlxD*#lO1VeqDlcpn7fM(FC}1E@_g{FWwVs zn9-HMYM`pmYs=jRJL% z?1m2*7>UmSwK5U@IuV5&a97wF#b=S=k=>vu5L|%A#Np^g{$@28^tow=5@P0V1?8_p zg3Q?mg3G>ZC886x0w=q?^iwbS8m*RB_PgQ%I38G1`E7APCW3&Gts*lJc?>xoabFai z9*1%FouL#I^$SX$ak&S=C<2Ai3RSGsrY#^b zW^*_?_eF5{=7YZq5%5Qa=sOhzLpsYb^~#+fqj9oc3lI*PGv%yK$obR>6-_O&>pLSn#Hh(Rw#-%#TCV_p0rkgYe_iRDCqgz4cfWv zw}Lytd5|U>8c5MF@ih(jh$zIS1}rvirymcjIK5)C|7u;;|FU5agBkt&1l*O`c9Ze1 zEi)l@HmqfsWXVlSv(mG-DYq#J5F9XQwaq%==_D;V=>8_)krl-e37$>$kAEX;LqaXv zXEMi;n|&l5OJMT?)MebVBxMD_C}Ijew}}#8;YjYE80{z$bRVdS+R|7`MCFk<&-&Q& ztvnB+E$#L0Ix$Tq!BHi#d%}~Ep_*W@95Wlh(mlj>8^7opJR+i*p5ZO$jA*Ng7@1O; zlF}v2aTdv5VPhs*DTde%?Fn_F)!>AZF#QxqO1MySrkWQVII*bpXofZ~2q@o_cN zGd(<6M-Y`RvpH_rA1WMT#Z*7}ukI~kK71f^a+?mb!7p2vjU2Nt|cwZvx~^LFhOrkOFJ<(#Loxb)F}7~H6ipdi#h%+e`iK^D`6aWt z2HtD{)45&YxLEO4?yGoO=XT*oW(WJc-4Jq?Y!@C*aWZQ^cPmTXGm72)?n%Y&on1)H#I1d&R%d3*_D!t?Ivk?-yMx0rQ4CJ^tvd^k}*lRlX^ff;*{( zB1IAiKRrtDH-+TP8U@qgA>qbOh$r@n+vwyMlysUAhDS#~%LCTuze*0V7O>Vga%RXo zI;mhD-2+MD(=;Ft*GjYxbTWKv#}36)n(C+DjLGV<&NT76l{s%scBVL=R^vOyxF0@& zdahT?WF@6jMepL)1q;!7SEP|UXz2ixm40xu?J?R%OgH^r+r007^w(Nu6O`u?5m(;y z%jLwH!ox_fAy-3Zqgg%fE^_Bjj{VY|9wDaQa)Bx8&aYlUlp|%0b~Pt01lns)XT3i* z(zaT;w{(@99M?3(3{MLwv0+qO-R}?qzAfuau0NM~ZmKXhVx`>67@X^41PPj$gQA{- zN8;Uh?*}JAPcbkP+TJ1OLug=W8tiJ_v6NMphp~BB2Et|$hh6OmOw`Gm&+1cNot6c< zg+k}XwhjGUOH>hgGp()CWTrBBgKKa-3~KK`RnhZ!9z~haM^(|tyHt=Z2=2LNu2S}m8c z>abRuEY7OnmT+~fp5@)kNA7)!c3AGVv#puc4hW)~87@g4Dq{NNwerm>R~~sSqOWS= z%MIMt{e_dAb6a?J8&NGOFT^ZRJ#kopUv+a?!cvV;qlK^&x=(Xbl@-tC? zC`~lJKZsxAT{t@rVwS!2&FnmHR(IHac3VrHi!%OV+wZpT8Ti#BerX7B@@5%bvl@!O z+*Pnn@^7x2ne@8tESl!PUg=CTjZF4>9bwzMNL-!T)^*yn;Bx!TKbwQij6hfbL z1#%g0Q|q!M3dNCF49dEr*=d;_CfIa~Rs`#{ceL3WDCZM zkJz4kk9tHT?&;05#FGTPlTERn8r%sb3w-kgkWV-!E#3TUjK4HvTVo#)e`+TP^LuX) zCL}R%^lxuZFmhaHeLu!WzPF*-FFik!o0-{?3%Tm+jBh>Q59=ooD<3b1P(cHC2jPdL zhlCRQ#+R(YtdF^>sJFLws7t)c@%5Ea8>zER1rL|c;eV(o|>)lL}006HLz@aE>EEPj=jp7 zAG%9Wvm@~I`0G29_l7B6)#!OXN^iAx%HBq_$k_g}S8hGU?iy-OT^Hn zu31U2kBsZ?-d&btw060zfXNA~nI1<-6ThcXePE%lYvTa=CjsZ2Hru%Ak>;rXgN>%wBpTYm5#-aGVcpz>s6EK1}#qW z-2kSO;~y>OwZve3mupLg$wQRfpUw{Fd2bxl z{Lry4GS3d(XU)eoWJ3Ey$7hOOHxV1Y4#vGy0<< zYx_6&9=|I|KW+$rLQZeTxTT|-!w_F)yX7(t`lJ;-b#vT zOf#0(=cB-&Ic5HA=hhF`lOwd*;w{qEdoUG|FRKfF+k?ayXMLZK?J8~r^HfPwi~!*T zJEj8m&KgmT+O5}@z{sdbPp50)-t^*_mlFs{?Nwj(d92*sOn1B=Z5X)U%6km4h3&A` z`uj@Xqw|^}%E~(p`BxClB?iIPba0+N-c~;Tiv}+5Y)C zN$;$wyJ2rAaO3eDy_^5zMAq!~dMhvWpap*=mv~Z3jbCvg*q#}GQZKfJC~PI~a|>{? z5Nx;zt}Zf56dcqTc@zgrv-<^;pTopDt`2Pa;q`6X4hJ8~M;A_F@aX#RL-Qtznf|3-30bxIft5@k>Ye1UU(BDP6j46o*Fh52Zp3f1&+m=^1I1y+goV#1@8s%743(=a}Y)F+6*^T<`5oFK%XY zq^YhmJveO|)6J9>7)eB)>szVqRB3kgiB-m2Bz>sede#tr#KdR&xdapl|IXug{Igab ze_K5;z0h8}po>4g%MaO>HQ(W*-d4*V+I@UixZBeup5!Uou+_Jx{H)}naWEIvZzAt3GqZ_e*F+@trdOID$=U|<#Wlru?WR8g-{@k;j#goGV)$!|r-* z{kMJ7a&3jRM$#LAx1zl10A#Ji`Y`{>S>Z8ZMy*I22f zWmnGnx_4~Io^xD9-sIL5N2AOC!fJ9+4%mB@vZ5mF-GL;jdshd98h9nGz}L_6pc`Gq z34<+#P2{;AR%LKL%B$l=*1uk2MaACEHU)*9p%4xc=QamMXXkBY&Joo`-)XFwf8A_u z=##lm<7}2Zbz>@zefoq_p2|FNrl}0Gdmr=EHS40+DY|ebc~*CS*>?9hTu-Y6wdbQp zWR0j9io3s@doTj#Vh2SRy<;70qT*Nh$Ic|V&i9uqlAB~|A4|u`RHv_Kf;JZaIQe=l z|-)wUa)kQG=~NZ;Eh5BT~3a*a*blY>!WudddM2g~Y24e6cW~ zQOE7#gY&29^jJm=`>4LuM)#lYZflvR4A3)uG~OD~E#_CGEA@oGpK`ho7t8ZRXnUPW8!5Kk((7FTQ0u ze8dAy7uZDveN)t^pJo}S5^~EjcE{r7#*N~paS}H#z{ebv3tS~cL#vIHSt26y#YKgs zUFbFodoG@I>`K-lgv7rTAsQqA{eWw z{2s^gBYba9JxiRYcB^Vq(_KNV_N@nRi1$Zexn7JDPr|297b?8Pt2c*rDV2t`UI&X| z>Mv2qNm(+f?asvQUN2FmAjAE+=9&{Pd(hc3;C`Ndc5(bQryZ$v>yRO=$;YzYY~v}l z(01MMSe$hE`KpWu-W!wcVdZ$=C)>0M(AMOA?wQ~VGtQrjt;*RbqW@&jdA2qs(p8SQ z-VFJNHT^nNmoI$mDCA@5!8I!&Y?_$Mc+M<%8|@j_0g*KgJ9T{r>C^f?Im@-A$YD}? zy1lFiVlWPRDiAD9o-gs!zxyiAo%6sledUZ+l+D7$PIDJ18Vc-Q4Y_Z0OK2gD`N01v zMm}A5=zlGkQbhr;GpZD8pkl8Tc1zvK!LGfc4G&>qC#5J+ z+d&jw3#Myci?^?!>pMbNnD5*gDQ>xjK3pYZQ%|?&b*9z;Q>T4&YVOeyewXI)9SJ*?JZ}<;H2es)17{t%mq?mrrySySN@-T8I^`=*P-(LMgJBYBSci(`x3%vNr@1*)G z@hcI1K4sn}Ut0SvNchL=!(c#V7uoQ47U^!8<36&lLksWYs9MwM+sNp$uQM10=Es39 zRKFY1q@1ik147lTl-_0?B3rFCziBHMQ_*I;f3x1u(3;&R>%3nWI?F#CgXAXY9JoAFgNjV90a zUG6T_8|%V$&6^rBCP(ZiT46^u`6_$b=mwR%nN*prN2!-HYz80|Vq+$4KKWqm~Rr7PCb2BMc=nRI^Cr%513mX${t6p>L`#>)l zJi5Y-1N+`+haRrt@sMGAXtQ3a=(XyP^Xp=hhvGQU zBhN~3RHW{s)8b`^rl03?=jVn&8YMqN{o>ZNrg&Mz)bK2Q6*>np}tI5pgZthfNqjW2!PVSnb~5;wfn&UfpLiKT3Kc60P@4c%pubiwU= zIR+DCf$3mr(CoKNJ!q}DD)6-`DyE$qD_ga{-Tw7zo-k;o-^k7FJeam4f%e(VzPe_8 zZ`;GOW$Y7mO*C2O8PsWhvjy!PD4#24F5!nAJ{$)ZJ7*N&!NVmYf{xYLc6oPe?f3*-XI zJIj}}tk&X*1F@x$rrHoO8T-VLeuH*60dN62J)gQxFk_+aL=SfGmY+V%SQas}HOYtw zdkb9G%((Ir^cfP!`yQp82Y1aU%WLOtYZY_M2xhmyzVsJ1X$Q*v7mGhk!;M)z?HI=d z+#vk@IcR2FLQf)Ve5UW;E_&p}NTR1__TcjYM*q5evebL&x`GCeex+!QKXzKt;19~T zN#2UgI_HH*vZy9~X@0}E3}b8~CQc$epEg~#!^zFg@&6sT6JJChwf?6&!Tpn> z6a|2ptXprq5)YQnC%oZ!1gd&50^VG}=iK1zsctQ(D3g}E=nnr@ZKYrM9gFzhUEv1* z$~FJy8{l0DJFk;}qZ@hMct5{x+i=`Can80}_XO<=JMU$taYh(@!-|7P#8oHQ!%qbK zqiBw;?-8K3l{a2Lc{m5Z^he8*wd`k z`p3v&3Uy>jvo6xr*m>0I%)?4kS&O}UO`tYj-Elb8eOM5b?|WVtLBLY!*f4{jH;G5w zWhHx>*Q}i-h*Q~n>+%@BqXmclW+r}F)(M);51}ZCruuvuS3TeU`7vv2ciT_crJ3CY zgft&*4hw+}J?WD#AG;suXm|yoBk=l;&oj%DOFif8u^>&rnc^C)jK?#YH00T; zZ+Q72N7bdx*{#T1@!3b=A3tBx!~@9vY4L1TbnEb$cib#b_lD5=P4?L4Qm<)zW3kg` z#4oZ~SAJh<4f#=n%$D`;-H+wpAYCQ;^}cWRiWOx}yS)( zsZCMZQ^59sF&TbNy#l|hjr)Xx%e8gRIa?w82iS!6!7vZ{sfBi3(-#B3o)Od~rTYC| zPv&_cr)thpsekzB7om#ORER&st52g*aHE>*)@34>x#;H4F`e)ZGmzIlpmV)CMCIwQ z9#hB7>jy(lBqmBf|CORpNChW3-yZ6j^x>1khzQlfkAY+RXEW`tO8snG#d)5R;3|;4cPH*syz`Z}+lU8<#Z!M7_4NA4TFtALXYYCCx#5|< zQh#ESe*E9my8DbX%>bEvo> zgQz--JtMwVj&c^yJS0vBH3~~nh49qoDA!lkH7~ua?`7Uyxe9l-WCFy6T$4je$F-ar z^?Y zqPzgse)J)FuJ^({SB8sI-?!cH^1bf{<8yt7nP4ua+$9F|&4vyr{vlsz*+&PnV&>@Z zgMiad%z4@q%wUh_8358Q4u7V>Z9DuboWa7yYsAWi>|L0n*tGkeeb}W;I9x;oWY-s; zZ6F-ZJufB}D;-wIx^)M`T4kN(+c|Nw!Ec1fz}&;i`D^==m%#5q&w=4!ABi#){wa%Q z6dlNw>TLjtpX|zJ+^1kVQfqGzOC>>xUyLx>DHh@W!EpL_gF#GxP*M>RM^bU07EbG* z7oN>tdpqq49^k!^Sd*;or=3n=feUASoV6)mY*UmCPjMgaKMHz3Q4|8f*E#ib4h3XC zVxO#Vtx7cHg+JtIZKbSKfgKHGM-^FNdZw|@F5Bt4a&L|zoY1IR;N^_NVbJ-c$ajln z@uPy*K$iKy63|!H+=zy@fCwcPF;5PCrZYH$&vn=lwbmj>B!3-vl!ET6avAH759KT4 z!vFH5-gq4NCfYFwT?*=eVF>>I*HnD;{9o?LyJNxzJNm%A{P2-?QSLj$y9j$04CrrC-D|LE#Qc>ruci`lg!b6mDSh`$HNI@AJd^-rMYDmoS?7 z_+;fEV=A2z$w0xMSMv9hsADsu`y#PK2pUBqC&)?6O`|$HZH;55jZa`De#?|; zI&RZAm#SObBB2U-gvkX@eYt};$v`#ObZ02L_N3%jepyuhjBQAHiEreBf%WgD6`58n z{_Ey%gfgws(kKzWbm*sP)~qgz9jt_WC(LyzlXbA_<$9T=r|$6q_?lH0-WtT`*iOpva87+Lb; zpPIs@$1MYw%?xTrI**rW=K5JQjN`p}&X>)2+YV4#^slegvjJuR+~{mEkMTo-kdDJo zx!2LK&nw<#FWG-wM#bY*47R3?zjn<0?#vBo?yTopNo z@rrE7CC$BQtXK5FEU|hUtC~Z*EA9PE^m0?_nvcnNUa4GpQU)=kyk30S+b%N0+UWOVni8QsXNZ?-y~BrE4G z!$;={{A;8$UsB+s^L@9jGiz8EENF6$PHgr@xZlSPFWIa`O|s;pR()wrA0R z)RVHK(@=AQxq{`^`#-m(46F!8>&UdgPR81{%NS&k*>1lj%ey2dYIsDpoq~WP%Sp{5 zA#w&li3SF%M-POEObu7vs4Jv=pL)Kl<|7mJ)7V!Vn=Z;)u(EM$NhiS9n4pOCoZg|U zvi>Q5gVsQjl>^bX)dx(H%K`EVm@rGZMr_?eujMlIw_d{Vv$F`OpC8RBa=z5RjI>|v zv6Nh&)NjKZd2k;leb@dw`fH2}ItYtqy>(XVpVhx~v=HSg2W+#4uZfCEt`P$wAk-YX zUcNZgww@yb+=XVfdgM;5JMNz@ydW1O8>ZSlqMA?6OO&5qyFb`m^T6ZD5e}+_u&C@7ks%eo_S0EZmvwb?M}@3ebukl* zjad|+8HCoAXbl`bUfbu_lgmAdcTpoS*WB ztZ4R0Nz}Ks%YPE#I53e%?XLeU7Am#;-okFkY(R2Ibb>wt$=pNp%&WL6(vmSWz3kS* zl-r=A$Mek(qqx&j?i(KQjQvG3b!~%KR>pYx5-H!Ox0fQ7nk3wyb*(_$fY4L%28>TB zEDn(g_LT6Zq7qRFxsSJv{>U{qw`U4ECh|PNIypq}k_nGkaVEYY5Rt3lk9I=pu=SI2 z6-T%VnYp@aVC0HV>f`8%=GKR9wiw#intl0%qRHm?Bw2oKzLB*pkup^a!E8qZatm)+ z21n|7f*T|{Uw5u$=Ce{u)Ye_vdj*%4I5~Gb91AubY*504JYgxSL9s*mc6<#tHjf%m zqlgn8>nA~1>K{_G6;ZAvOlS@yyI@jDxfHOp%;1e|-9q9hor`CCO>!2;w|eCGYHJ$L z1oKb^WKfu+MS{D=^VUgzKQ*!)!mRft1xyO{f{qZQbLF~#P#S~eI<|Mh+7{7CEMop8 zQW$WxAb%DnMl@Rh#BWVfewt0}u^9Kaq_(s~)aigjjU#CWKdVQ!lpe@8>w73YEQM$m=l<} zK)4*i50x>zo8HOcF|)V%$>ka4sr%cgU=m!D@|QQ-#9E%f-HBT)-EhhJeR<5Sr+g3x$Q@J zc?F#@R=9a7Sr{K1mp;N3UTjC&xm`9%rr(&U4}kzbU*Ax8w!($SU^$klh-}T`;hezE z9~Fc4RHaR2&~YM5c?5eqi;%j;((>8dh|t@LX+3MQLgi8L4^EFr_fU`@x$jEJ{S+SK zz)hlGJK4=9Zo_`PC0&T!a-H8>?9cl9;mQs~Kg5@+oDGC7ct6}1ga_9PTL>*UCXfgEkdYMgnnzD1ha!V`Y{2mQlkOvh!d-e-KI#tDwe0eaT##X!1X`xvk$# zeP&1Dz0m_qC~w&TNRs&E!d!tB>LyV*eSj{(ZJ92)8b*00Gz~7 zP3rGqS^$&8zjWA@l8HERKuJ36D#=uwT;Ojy>-O>lFD{t8Y)>XC?0P9Ly zt^fnoEp>o_vPldME8}H64lBduFPurn%S@a}hRaACMaCN4ur7wnL>xti8o4mqL=U~N z!9)+WFquRTt*|U$Jzb4N7$_vsLn-VOXs6m!ELn$R0H9FX@&lZynv~<{CN^t^c_%jO zhP5R&tA+_CHtUD2BsQyu=_W2#^o@V4;l3!~>Yu(_pk8rb15hu&Zw{ze*p~#<%kA3* zzDR|QCN`^u$t5;xg((2_3i^V8T=YKzaP}E%l*7=06`Eh|y?-yK{78nSNO4Ps#fJ?A z08_xpuskVi$*{!#c@Uu5$0)5(UX z86Fua(WFe6= zsglh~rJv?Ij(wDes%= zg;ZnG5u}zHiO2%8PQo_PI=@s3AN}r*L84z@~sY zEuW$fb*r9(xZntheOXSX+B?s2JR#XfFm4yjumcOhI@8+JjQJ(X`_UmI~j zowX>+;9pY6+?6gOZ9elVI!>)JZw)5Z8!s$RtukxLp z{IL_HXJgXpf9O*bB~R*utp4Y=^EdII>(q%`z!+RsuS+9qH@eLYz=)l|@(~BYf1bT^ zch9zY&8A4b^Eb&9(4q5}HUBI}5kiqyQDLSRGOyuS{ZNV$y3WurfzyspkwB5BymQ)~ zQ`<*GHd}JGcrvS^%V=L=&|a}+4XeQG?qA~>75{t>ETko17K771x6qr~O; zJ5#a$1auN%TKTgU!6c5menju135U2Ze{Bq_w1JkRVPs~8wtPpkr=p0&M;IsE8XZjx zx3asMj~D^(`-hZ|dUhb0S^SnHv~|t|q^b-}a>hq}X68VPqk}qmc)%mmtQfgZ^5GxJ zqK{xM;w#c}!0JV30-Z!!gqwt$g+qp%qR~t(=~R(a*;KJ)()nllzGumr;>hpVL}eQ% z@Zsp&3zF%ZKBGTrLa;7aAN&H&Eg`g!PZu;VqEH+8XM%}c@SV_|2pHfl$_EtJcgaUN z2r7gUysunmmm@Xa=!;a6+N2rzI;0Iha-m z?O@nVM*DkENOkQRVdp?2w@;fyp<8?VAD}VI8D0bio`f&7H9TDcQn>67rxyU8x{t@In$*=6*c{nf{F zOR?|Bb`VsYtjS{hX}8}@x@PHU?UJ)=aBR?IUI`NPsYEig)z__cyIp3s71cTpM@P}! zHrO@jFi-L>^ltI)Pu@KXX+Y;v)jcOUGH5L9wzmm&EODFy*(+}Y^~QC?8CSlkWO^!KF_GsFLq3ISdD(Y z{{>3BUUQ!A=I5_lt!oHhvxp6ljg2kYw^CktKtgBoG_rcN7z#?s7+{a zTLkwq;pfQe8MFCW7=PgzvMz9K`{zLGV2|jR;yz(7xiD|FiEr+g$#G}c{8DFM^@Ln& zU25HDm}_B81#@Z5@I5;!S&j$i9V@@odR2njD!lAmYMHfnNd>t2=OL05!+AF^xv$n1;XyZ8|VNSW{zu=6ms{&QdkBfwu6Ees~u4?Z0u`oBb4a7-XL0;uZ% z0V4`F!c^EX1Pf@+0G*EmEP@4;x)^|sJQYD6z6dHI0Ob$a1(YRB0u-+jf;`+8s6w!Z z5g8i+5o{y^&|g`MoehTw8V@>13_2Eb2f7!UFcuXJb^jBSVqYL|UQnR500%M6Pq5z*TcI%iaK<7mLX*a#6hLJ`F~*{~z{UGx zh*8Hv^}+u5s2zdT^0)eg5(-D{@AL@`3I40U(I+G}*rLr!z9WAGB>xg=Fl{tcNWg}_ zVSog<%iqvHCm_c^5F7)>1b~~fg(BpC?oJ@ECAb(Y0yziMf(O9{ z5E_UC#1V`Leg=Dk+rWb074XN}2a|%2!M5OXFe8`(Vh#a7q#*DRPY6Fm8$t}RHu_M> zh0sG}jR-H`F8D5pF6b_hF4+F!T0y%(VM1fVtOVHm|M!Lieg*r2HH=W5Se-DPc%2BH zXq_Yxodlgoofw@^{}MM7HzPM=H$yj5G-EUqG$S;VG@~@*G{ZELJ)k-fJJCBKJF)*o zZboXxvVviOnn2`%A@#pi<7`(>>HY)D27&{VeEN%kQ~~`l*Z+6j7sAwcm}^6$Gt@EP zfEHG^d-%Oh@G4>IGmP_pHNJ{^lfQvjo32FLVBdG8b}z@Yu~; z6%b2qh?<&~jyV72C~yUiYl|igR4My2%oS9m0#M(4+U=T73ye#XaplS(AS#3}$q3q( zPb{KA8I8z|kzy{80^^hwBj^O@NKMJT0<@bJ>3FApzEu24st?zgCDAz+W#JXFRjM1I ztA?7N)^6ssoaGNz8OwG)6w(33v^B;}6r=hzxpXVfNfORTHBS=G0*e1-EGMz_PnzEl z3SnwaCAr}12kviqwQlmA&jr5=w1znhaMB!C{oc2b7+#h+B=(9uD@Ht^GG!`fw-KVY z(X${iZALQvi=gS@kU??%z$_}DbL@0_wVeK<*$VUKyj-ufM=3+>$wCd{N8Lb7Ge7-7 z^Mk%B;I@WwYbI&nmh!rhJZa;)?6Ns`d`QnRu|Qzmo52@;HTtJoVJm+6+<36V zao3^MiABB->DqU9h{38kUH?f7?h{KZsq?eJ@>ktUXZa@evHMxyfvjs4&POX!`@t-q zP&cKB&G(MhgvX}G*Uo%UcGeA>@Gsh(AIm{Wd-N}KlcpEKoA+ltK6-xPZ{f9(TQeX0 zW*Q}g2U1>P2D!z`%cf*G5{K$uS?hn?B|rbOy#Yjr9I9Uz<4N^i-o6`0UZZnG6}>uE zISgj-r{P#RAG21D>Vl?aX5^KF(RVaf3r}6JJ8M|^2~G{j+!TIXCnWhmZ~4 zNs*tn$Gm0(Wi4tT^772@-CUsqQ(CRdZR>}giPSZ6vIX5+-H5m-C||u0M5D<=rQJ@9 zzkUn#(X5w^SdGifJYI|=ua}LXcfb~I+DCBgITO0SkO{drBY!&(JNZ)qOMTp{DDu>I zwU(VKuKgZq)G*cl>swMsu-R8FZxv@e@A{b}y4X{BE!hq|s7@>#ZJVn=vF zSbIYFd%=&pGgTIo856X=kMv{rrFis2NBv0^G3?Xrv7r3uSOUBanW$?l;L~jS4wxjZ@T+KS^p+8)5*vwiOuE(0R4Alpmc{cK7L=T>O>=9zHhuC zaPFk33oQjzf3Kgr+3AtP=xeB`YUsm|>DjwOMA>A>pVrB4Z97ZP78q~-P^tcGJ6QM~ zWL5O%Px8NlXyM=je8uqSy40R+CiXC@?izONHIyQ<_1G!dy@SM9a0^CEx08SlX4-t( zb}6U%)W%NpIjDf8($FsEZ|HP1LD!I#^{bmVpJX$RF;`iRhELAe&IO=IUaqMKIQ|Lk5Xic(KnjUQI3=XP!dpA`F2ZxhC;@aA( z#RD!xc(BB?lRy7B%6Ex$1UZ+zpPswu=$C#Yj(aoJUjb#>Uwd#4hE$YP`vq6Q4s7OB*s%PfBij)w^U<+uLHX zq7&ivV&V}))+F8nfyNn3uG66 z4yd!Ti2MYFoUI9lMm{l?J%14hxgW|_Sv(!u+{p}A?p%AsMQ|a@5HT@0%$AT4dL;hP zw5bDqK|78!I<^rgE@!T@n@cq?r}=5pTT9C{B{_d^@?EA#AUIO+Wz%RwK zOSv7pAeS-;IkZ)W;@>`c+xfqiE6Bu=-;yM&*pV+w)5(}057Mc*oWHf(J{@hjvKnw$ zY^hggC2=<84Uw44D^P7xDf9{?E z+^K=gg#A%Ye_V3_&ubaHNY`n;66)%lV3$g(aA9-$TrJ%9`D+iY^77;?SR^2|zdV|@xw zSQgO?%zcLvPk`=+usi90=c|zd)M~$ZggIZQzePz8;agf zMITCZ5cVerz9XcBI4HbBQ4=d(L(URe1gbcq*+J^+n>-C zo#b=(i`NFwO-TYmG3DExl=S|6zE?${5p)-Y3tk){(ayqn8JT@xCwSlnVlFcxWpb00 zI7F=UlzplpXqww1Sb9ZZ}wgGs11mg3FS-e|iKX(54t@OvF(JlNxdQwlZ#)*iAX z1|Kfm#YcjYJtqa4Mu0{3yB9(XB__InvC|Z_=TUtsv$)i+knfC;MJyo?ptwvRmQv&* zC6P1LCqgAE&A>}ePa`6PNbCmZ3T{Zega*N2t@H&M5J!fKx1SxjWy^dXq_ z2pK7uFcS1UBIl^WdjzA!c&F>?=OJW4Jc0QidvaU?_Yx45qqP|KWruABXt6ZXOAm~Z z04>k~b$h;J>G$lmbZMK;@TEHK1oE)GYIKPT4VgXYVp7BxeKjY4@gI`&OR zh**m$MXF4xgUfwkLaDWHHA20tYfjIt<&^J|w)+YjX?CrivTu=eDqdLPU42W;2y(qo z%(&c`Z;!_`rW)c@_)1*#C)`$Hr60-CG24qPlJ<7#uLd+!)!m~Ky&h!P z7&_5`$=iQ+`KBvw5LWTN=NhsHGG}l<{ROm-FtmtsB4z+YD~?li zber{(uS@CJzf@!;Jg~$IAzhN@_9YQS=}gH=xi$BOG7zXe$vVSlmDfaIA+Y5_-!XS# z1bdF3{*PgvBvBulQP7>NJ~MW!g8Q>zphhy0SOFq4AsYdNXA+0m`Mq+g$WPyDyhCv+ zs4p1E-$dr(qBN3wRVW zIX$zfa9`Eul(Ps915_E-tDZePzRgTR4!6S#5|p(T@Oz$KR&!C8pn#-%gI9=(gA-JW zzUrZ-E+1mCyvJyoj}mjx;vn*Zg26TfjH>eK45@6wECRuA@M8pZTHK4$e(=#m6P)r9 z+P+5hEOTEJO?X`EdF=mR_P~Tu#EZFPaZx~!c=0ddI-e7B`Xb+?S)0frJTlOs0rNM; z>#DU(9+>R~K$rMj;UJ6oYX}#9Tkj#=;HE?y8deK?P3!%OWNA24j}M+dSo^foFmuKxs}smb2V#s$79Sjfl#|5pUI{n z5lt2OX^c{gKPjLz*jgD;`&b#Q7Q{gk6?E#hVh(j17cF1^JLezthpK#qdw-9yuAldx zaS1Fq#z*rdM`K1kiS^VC#x3;qR+p$q*j<{(tULdp)5c#rY1c)jedSAvJaeMxi$98U@D@X*9IKJf|bSiGQE8@b7DBwMCUHBG@0ZqV}Vlb&8y-sIG(gY|6 zHCtpNHg0)Xjui7j(`xfkOn6g(Ih2ANxhoL*k>2@hHQD0}>)FYH@YP71_r&TNKY80# zM4OxM4^!&aGgNOk(RQluLJzwUGQ80ucW3#S9q+GEG#f7~?p3eTS&SMRt~M*#mgi(z zzLS{BJkVTQ*G5&|f8p-bKT>A(JZd_m43!FwIvML9K1uu#l^2!20n#5$NR&qxA;_ZN zpt*(|cl1wUt~CW(jGzPQj@(W@utr5+p*O!6->Dg$LbUJ?Mg+c@M~z(pPzCksadjQk zap~8A=kirl^Q^~y7gn(9P*I*YI$GW5R*tdJRch#&SM;a7YG)ZAG_*O9%<+?NK4Wzm z_jp!}dkjrc{hF#xM@z_Bioh|KermDG9F` zlHbe9?nee`is$Ei%$$(l&&Mf1g@gGzPKRsCXtq@MqF)#$`A-{fhEKyGZ zTnUhFYRbq?1S@aAXUt?7ti|$;{ zz2yvFN!GBSu~gf7*$U$=?#47%-||$Yi;db;J&9n$xIKTYVCPo_GEJ)EcHU?b99Vh% z)DBgdix}NeZ-roYi~GM~K%| zO`Rxb1R9dDW>Sg_2NlR3%Lym~)fm~$2eIPk1#U;43-Zjdpy&oE`j%!P$%O6EJ3sph z`+ckYK-k(?ZgY*(Gkt+Zrg)0wAE$S@^4rnR8niNq>7Uc7zonZts|{*Ntd;3#dOeic zR+CIXGz}kHF6)J{;zwWHs)LaGdpn=h)1L67xYLs7+B7lNIaI9Oo&ety0TD7Y-aQ76 zuHM>f;YBV*AWsiowOk9xE(m!~8%Z#f1C}4r*$8_}1itW2#_dt5Dl8>CEBHFH5uE3* z`2h%yWoVCr__EMv1`|={cMzx{Ul6=_cy*$&<v z@5T7{r|JjxREZle{P}CEw8%|&qKFMMmTZ)a{84Lq1HlVEh-KT!-v10_;C|1NPcBfI zy%5vl$)MG?wf>i*c`@JLg4|Gj4H-k%e20jI=#a)OhHsK4->ym>iLu9%lznEzZ>yz#(McG>i5lo`c^MWZs2@wjo{% zPI{t|j=$}G68(NCwkJ(4!3b9|?X*c;hTn;)i3C~95YN75Ao9j_L!4Qh{z3+~cmH$r zPd+{DZwq6Z?4D7$oA1OF@y0aRJ-bkLYV(k!IS+HVYP9WJiCu|Jn`kCxCMfe&lnV4W zP0lNot4QOg{QW^pT%6h|oyfkg@-9uPzi2nFX@$Qqyz^X&SpNjTbfd(ijfsBW zHsONAd_xNe`LPN-sx%i-oGPQegbVPN)j{$0HHKc0QlS1flo$45NT?dbbE_YM3S+s& zl37H;$0=_!z8XZS8ig=5pQeX_)eR5P2EB<%L4&py9YVM2PeL!1x6uOjZ=$WB+9##Z zIVEYn@#dMYUoCq7b>pyJs#>X) z3f~hA^IB|*ek)bi*|19$vE%5wJIMC4N&hw}W~AD;xK^j1pGcn~Dr@Tw1!tEUn=7aF zMOQCx807>w41`n#XVNf`*FQZ*{o(z`zD{s#Rl-%XJ37CG8A7^s_riHLQsiS;+X0*a z^=8`zT<@pLImR`q&Mo4c*o5}56Gx0=G4sPZcEw&bdLcVnAvF23btZYRDuGn>CH|?6 zLFA%21dVDe>G8x;_>2q<0HwgOTG5=nd z2p!sP_j8W%g~T=atbT-5h=R7tH|`*d$%wQZoquBpgq2#p66nD(`IoaXACa_3nr(hX zH6A~_z4Dy>{oL-LOLeRIp_ZQDW5BL(u)2@G))-W3@Ni`d*y-POf7v-h9g5r{e|Pg9 z#N4tKsa$nGpYPRF!+LA;^J`XU(Av+n#6VkXsNCGj;7%~~Zw$D%gaO@a22?UvB>9up z9l@%I_1si-^{U6*N8;ApA9xyUl@iW1VDtg$kDl6oCG)PUM&fd%2Du>9iw=|phnets zow@QM^z=BP!M|BtWn9>!Aud>nKU2Nvirp)bL)lA{W70G;6BMV7zh`3W#UJ3MzVH%v zhe^8~`ff3^)v`6BM1kaKd*ZZ($o2<>9M(LQU6cr6aHCIAQy5TsIU-uGQTV=y=_^es zqvFUvQC2D~hBb}ty@>b_j`xaRxV#x?{GwVIfw|7)%^2R0gn6XbZ~_t#Hs8-x2xuk0 zSWl7uzOT~rO7KYln)2HbhVzN!Xa_3-O@CaY)o@vA;rI=f!h%HS5FSdjdNmkRF=fi# ztq6WKDqEsm#5yf~8szUirz??wJz+28va1aCji#RyL}~o>7xW8l69= zRI0Po^d_;T=so={PLO9|J_h9W*T(r|5}tI6^b}egtx88YzIivOExEe=J}4vQR9n@N zJJwy+A>cOIGXqrR1qo-ybkH?v+7vMou~Hd0o{Z7$i0lXacy)h$DAIi!>|nI_>)Khc zL;Y-oCue*dYu_v6levn$2}vO^j=ma3a>07S{Eekn3oIuPF%TJ+Q4_uD{(Jeu=4OXg zoAj>(cx1=7WQ6cH_tT#fG%f8H_ekzff`L5q%97iIkHMg?885bR``ZsGsP^{1Jt&EC z(Ic$p9N9Pm*}?{3>`)Q?-=3y8ybU)EZZ0su9eC&dFQk=?RuAa=)Xg(qYsH~-cW_Q} zT-f;2yvc@MsP7ETeq`lYU7ZVf*@?N1^QTJ3V@JNfX^l6@JdD<&zlJ^LB#w6->9p3Y zsApaL%76y7L}nXTo`sGQx)VX^v1p2!T$aVzYO1kihJEP4FP-5MuiN3#MDcHF_Gf5% zI`KA-7A_*(vh?;9m5ueu*icAX2wG&(tlBYK(C z)+|;6$ytXXupCq zgH+y9t-^R0h{#pvn{P^vhK^Qehch*`7TQBH2wgmQhIJO7qq};`Y_*vF3FxwR$hs<7 zt8t$PZ2KY9;Y5K;AHa@U$2^prj_8vRi*XPhJSKxvMls&Ch8Bc}kbGE%!O6XT?W#A! zLBP{l^|_mJ-KF>DZMDYeJj!==ZK_yj&ycopw)UwLnLlo~7sc|Cw5?yC;?UbemG z*Q>d9-PT1tb^{l<8qd9;j<}3!%Ao=~#44+m8U%b%JTS3WeQ?>*h`eQrw@23-6fRce zB4*(m{zL>om2cadpEDf9f;6Io3q^|RJ7o;i1^p&>;(oP-jx@8cVp}zH5P}5O*G=S> zMBkGJcDcWA#q>7mr;TiA+Tf&bax#AL_HGOn(0?NV`R3R}-2USP6PRleto-KsE%Hfv zvuVoc%;sS{%tUOGmTK{?@*_9h51Wyh&HOJuz-hIh=L<_@@PU48Jd7x9LBI;M_xSdf^yR3`AFNPjBk$hR;iKKh;~xS- zJUNwRE!-!eEG`V0Pfr;X;|ZoGVFL0<`gsbB5)b6xQ13~)xI-o*X2yd&kxuPn0SXF+eY zYg-%4)dVhBos0ipmy>uU+>~^G=AUq;;P$PFSX+wb5FW7k&>B zW&*CtnA2xl&U=^Xl3RiM7Ec7EYKf45UpJx&jFK||4ca${KvMO<(Jbm~RI2N?dH*`nloE#{MM&qaz5Qow>@c%}tem{q_E2*SfKF z-Q~6G_xF?!Evqr1&-IKx(L9ui8|T`PHio__l|Sm~tP@PjD@eKKF^q(8jS*3&+08fr^|0;^JfdG z5OEILn*2>!@ZxPns~=!RkPW#-hEex*eHCR9QQ*;XYUUXrB;bwhgmu~wofIbB^RBqH z;EJc=2e9Bc?}a~V!I6Bk`P#2++4#uL20&lg6_nU;=f-SyLr0K*l>)NYFERMT*MDKh z(#+%ow-CDu5@PO=&66FWP{;UMVrPl63j$t7#uc`3grx( z!#io$X^Pka0w}5tsf8g_6*^h`d{NQxGNm$9G`yBFIHLYgxy)1fFVU1a67Ywu42h=+ zpa}HVkk=bDQjAZ3-7;+A$>;2DBid4Y@oVIIgHbCO;#mEq_h|;)dlR+~)k^g#1CKRT zSM%u^{H>g!iFe4xvT&FW%@FpSDD(A`<&)K6Smv8gR$!H{Fd}CP*12RsZCkPyO&l%m zce(N)d71K{l##UZpw@z;r(UCsuDCChlsWQM@(jhxaep9x=>kyv9|pHX1HPcdkpD^i znPe?NuP0<-$oKHyldJ?$F%h(eiog@^&*^ycB7_VVA18-7BYfAWzxZ9XO_|&dfL0x_ z^!)&>40eOc(g?8>b764;%Nf$nOxgv0FcbWOFquaMLJ{Kw(I{Uz8RaGaq*N;BovBR9 zB?AH=4rEh*s+ts3X) z{Ba9u!YlH>=XI8N*c-ALbiXq5XDEXN)N<5JbNS!5xMZV_1VRb_q{ETForQHnqb%dU z#easXi9lTEA9cC#4X~m}n_Sj>7GMLbrq`jWX}9Wsr5%KH%*eao_m)Lu48|@!@1K-u z%OqWx2C28RzkuV1GobiUaR!v+FCQQTngmY06mmGh#oxNnhR z%vNKRyt!@3gdds?MS1oaaXw3>vv(xJed!>ps z2UeeURJJC%hTA)UjUECv`h{*cR*p4eC(vpG@TP`fowhbtr>)i1X{f`$5$bg__16|7B=43(-Yrv=V<&1TkS|L(30znb?jf(vbNrdzkb81LtSFD zA#p9MRx4TE(n3-<_s7K2u(0BP_8;8PdD}#@rMx|ze`t8LY5ZoWF4h5z1LO&NrqX; ztD;K(Mt38219k>wZQC|~4qgSnd%U`S5cAC7=a0u?8?C4C^B4;hJC}29OwR7?Zf#iE zKvehV`iX}AhW_r>bLokmZZO20Vch`cAw&J9eka6@>_r5Hfp4}oqwazj8`JV|SOQDG za^}ogQC(9D>`cxoJG;#d{ssc;7y1dFL}#C9J*R;4uR|B$mEskDNGAdnTm$hKUL@I? zQTIat?=hxk^J>H?EnFacnfW)OQBCAimxtfBz({sSG^&}4v{5&9-_y75=Dv{L0`e!n zm2p&e*Ry-I!$<&$5d4J*#VU3}-TGGmD-E9N3Hf8gXD`MeYj7 z0e>`Szy4_=hD~BTV1OOlN+>6G*}=~W!zp4ANc$Q<3IB?JNlth5a@XvJ?$*T01X10X zYa|kliN?CBbHU*r;Ns}%Q};Ntj_1SOmk)> z_}OcXu7l3hzPEK~9huxys? zLPa@1h;%6}P%%h-JToJlO$$Fhb5=MlB0jjxL;fKGn-C@d3DEiXkG`&eE9^m+Fe>00 z&GM`Qu2Kmv17cp~0K05f0hdDcJ;03gLViFWQ8X*iaGFhFEyZ3!14=9WYI?7zJw7sb zhILOI}4R)7Vc!q!d-S*s9~~D(qv%>!LXDXsZ&~jPH6!;rK!`D7NAp5 z_JCxji_6B`l&KsF7P%M5TI#rI0Qr$wBzjsGJ^iPuo}8i3QHDLI6uH*~`%WpSGc1FD zAknj+reCTo!AzeoG8BCTvTQy12qSu|@G0r;hprsIYc!tTa^J?4x91qEA1WXHW6M6- z(F$}9&^>Lz=3H0IS&%t<2Sx^NKf2}mQ-``cml0fHXZTzvP&ixm=Q?hi1d3-_4M2Ac zp!*O|{7I}9djp|co~moD+gV3SP$Noz0r-fV6s&-I7%L#U>Z89%`vawMe!3(1jU)jd zQk{kxvX;^W5~b-N^f!lIRq;i0?HbHYEKl(aN0S8bU3DY7b34Dar=e;0qvKaS zu&MGfa^K$O^(`TSAY#G38%L^aE*oQVT8xsJ=bW83Zumvr)#YU~mtM+Q;8R~^ zhS|DqS9G?zC(tkSpa7VL`X_lh^R}uXGjN+pPOLM`D&WZK=&Yh0i$Ynt^#g0T z({p+`GuW_2^&A)fR0uGnO?4Mz8$LafFq(PE4ZT1a&2)rTXrjq3>?^)?8Kf68XVdCp9o%Gpa8fHQlw_Fgd#TRWwltw|1w1AT9xcPIGS zkIfLCoPWvTgZm%td1Usku3h8%XAk#$qJKyK6+NB(t(+lARhyuh8U}RWyGAv#sz@jwS_OUq?{7`zS8}y6v!p8ihVEX7Xlux@Z z)IqAa0affK3N0)Hro<6bK>D3Q-0SR)F%nGB5%&y$dv?HoJakf#glzISy}_j5#DjNXRyDW?n+V>67sCW*`gV{YzDMOKRB$#d$)JLJ=I_4&%aLl0 z9NpZIOch?jQ^}sklG!uUw|A{%u9eblaCC!828@o`?*SI-mc{L&otAwENaG${A$-14 z32q5P`Bm&B+K#pOWrW7&5g;eCMc8(zSs;)VCg zuG10lX>!yGd`g;O{ca^B;0GrBp5|vF59D$%0~{v4h9s9>B6Z{$P(O*ejW^Q z0FB`k;2>LKbpZ?mLJ6T|AbYXZ%&&<3+C={!*xZW?3vxN;fSx4{GHr4^Qkk zSqnI>67hdf(~cJtM7}9YKzGjIRiE<@KDhUP^gd|47q@H~p4<*+@V#gDb|Wi3tR3D9 zz7~^kteq1yhw|!UTvDMy$tl9W}^etavPI> zTzPnW$6XTvr3o*P+B4P8;ge%PAYk(@atYFXAIdDBmf72x;pDf)hbJP(+P56Kv*f!&b(q!%JOwI6<^`VMCRqr)0y?nIhK+6B}6}B$P z$m{u^zxDF#FG7jnX857Wx&V&vP1OZ|LrFRVYWd5~E6Mzd`oBi3Kwk&rR;;&LVWla3 zLB++qo|sLow#7W&7^gB_g$tFBjB%;3OD&gCfE7k(#Jy>NQaBy5e{x6R2vN5?;!vp^ zkw4|GMo&C@DphI?Yd8Ac3Z(+rXO|sQlz9tL^e*BY($meG(;tO&JfE6R3Bav?I(k8! z0$&9mG_`l_Orv>kbVK2zyn$gxkJtBBcJg!eYB}vM)JOTQnndizyax>H6^Z21D%^`m zFR{rjg}_iHFxKAVbpei6ovRCQywO5kXpFdGCIlxsuUt1zuEHK!n>leU&zQGVwpO0m z5YLcSEg!m;4*4V%N;uF|Sq3bBO@{zW8A`2Fm>f~pra{0`=XJAmJ$2EonMB)jeECsP zhi)YvLprow)S(W80e- z*=y|T!W_N=OfAr>=OJHR_;kQperi`;03-0jbpejyfP2i7CyTR>ffOt;MGyUs~PYnpP7Y>@;|&VvM`cAarDsUu2Y}o zKV3gr-Zguue!{?<;P=;m=4umw)))JyGkixg-VtpfR8Wz1S0v9Aa<9cbMPr`)bX|a> zo;ZZ;BObRO4h-f>IJBdqHL?-SCe+pT3}x0~ld)}y^#@VqwJQ6r4yv9#6?Py#>J&x? z;3HB!C<@fd7$v+TV2`d#POh=LT=St`PW;-WM6+>0K+V7tqW@h zvNuPPR-0B9ndAI_MkA^vKa}rG&pOYqY_|Da7iL)A8M^8Q_E(R+3S8}JzMDy}rSpAw#Vc-OAMLqpJq z=95V-f>yx>g~3Ok13bQu&_GX``xrL}zIZicZ-khw@%L$em`_(fUiQ^*s~qBQtG#iAG*HN9xS>Xm*pZY+q2L*M4B3vlqcTk8TGewMEbD=vV; zrN-=Cyh^(41G~uWr}7r}e3h^%-AZ%N*%Svfn*(vsX0bS2w~xHa0${(qC&n3Q$uB3j z!W0`2MXOqWuLq)dRI6#9V*5a=7AtH45Tw=qd0R=v5=MUo*o@7@0c10LzED{W=a|io z5S&&lg|6&G*<3GHLU=*L!84L$*YKfVZdd^8M7e0L3*cyJ0RtUxZv@IKV&o4R64PJ# z5Soi(U&n{gOVkvAt?j=6-Mj;%#*|cBwsdBFJ`JLO+cUef*`dQ|UE+>iosf{8a%t!` zK*(DvyZD>xwQ^@@s9xrKYb_LQDqn-Fcu@in*C=|){@cp800P5NYB$vdI8J$}F0_nf zU#Vs9hu|Mvub6+4l!wO3WBriI0~i)>32GhxiQ3U-5fQIc{8si2lw)`l`NO4gxD27) z9|{qF-TU`z%X3`>w6q+noq`^Zb=PEx@8SmrxOClJ87H)Lj+di^VII4~#Uh?90Us|z zHkzac%(J`D08XJXf;(Lo;24~?E}&8DA_MU-$(7ZOZCKNqw2_!|%@i|va7~h?a(Fya z_G%S0Emty13(VY_N?3K`Hz|J!!6;0BhF|saT*PfvfP-Wz)|<$3m3<`-omnT1 zgUR2T^?5}?qQ(Z{#IY$#kGUfM70|NJ5&wkj)9|o!3g*6^iS68} z6Z9}bbxu1!b}v-14&7m$6MV%!LFAILkMRP3>{#xW`nJjx&)56P_qz14dX5j&EVT!J zVDzGpirVtc5VeR`j#{b$)-D}|#gVt&QWxOZePE(Pqvv9E0gtbE07W*6M&(<+8L~=U zjk5O{p|<1k`(wTQS1Q&Am{s0a@?OoSg}J)em=`GJiqsx?I$VKCypRschf1!nc+ek! ze85&vI0CFUU`*^Uk$hNye8^=twKDX7>bg4HR#>(#%s;R_q1THagA>rld)JpCh*8i3 z;@gMle;|g5DPkANAq#Car7N&bprX`*AAZ(M)+$}aOYgk{6RSnBLIAwJb^-pWsF()7 zmUIRaS(|pr44rhBLILyHEXu-ur=$bFq`MR@m!c~zgPGe>H%#5m!As2fS#a8aTt}p& z0k085r-JSu|A}_X8&>P?e)`u#e20JItNr6Qz3QJ9Tbqj*AoUfThD>%{fhk)XkU|I= zVgw(uSCZg=Qu={hFEp-p{3n9eYTfdN00$qUe=We_`!~KS^pE>*dR6dGOO4P)TFtv$S2!Dp(8%s+qxcoVE<|H7JuSYYA2J*6 z4!QI5pPcI3>oVC!dfyyfoXvC}`s&i*CvHx$ft){=%}0FU?wxnn5)~iG8jZ`#`{z3= zS=;`ba(vddW!KEF{RzA3zS}4E54-5&AzyfVcIu;BQXbBf@rE*#nhI=x*fBV~xGfhc z?dT2+_jfrQwbX{)(a8M9$vd~ERm#BfTRU&{_gCXPZt?Z;?=B1!DWxNwh+9WSJ)Og- zt^~-(7wLZ_HUQ7(0hE2udpARCLg@8G8CEIi;vQnQznUN3?3IN^;O?U7aS-d$&xC6B zHyO+}oH0bP^Xr$9jX>3ZL%NnT)9}>uLV7#|PcEs1P>r#_DKH{aaQ+X+$B}k%Z_kQ` zbjsFH@wN3LeZrT8+}G96O_?You#dFX+>MvtmX4t}#3( zniWzda^-W?8?T;!PH8PamNFz1asPXNBxjf`VI=~@*Dz{rXgYK>L~~*V{R-SAGkSe( z6+RQjV|tESBHV;^Jvdd7>{dX^3u+%k^@kf8pLeiTM8j9=NwLmGtZ~8+=MH$#GXg#e zknZ_pXS=3+GjtE3r2r;^99~Tub82uP3BMcEq3@G0V#&^bfsRB0d}Fx*0ou1(umQ+- z&a1^6l&}HB8)=UXu;$V&R|LXJ(?D$D{O};q|HlEF! z0vsY#XloRIp3f(xfv#m2*0inlHHp!}6Q<>N`Y*Z<{MCWn!gS82pePxmma7t*_Kg*H zZtw;-mB*ty?x=XB8QqfHm~|C4jKw4u@ZEm^eC$XL4t7vu@F#qSjfT-;H0UjQqYD@f z8!{Rx?EHgtuobX}(JTkF^R!kce(GK!d`# zGxDq!KI#SVq|p_RCrT*99YTLv`5@Qv7}vP7dmQ8{7mIVwg339ZO~)%Eey!KC5j(rE%R8BZQuP{YKl?s8+v z3oUb92Gd2BMRjud*Cg9F4|KNmXuEj$b%SQ$B_{f=<`UC=tF05cRVmh8t8}pL`iQRm zqEK_{Xupsn*-k)FD>2i+K0k`E&)b8EH+2Hp*s^3}n^@=N4`yha_loa|c?tMgn@KN! z;RFHEa<2@yTnrhAW5( zh`1YihOiIq7l4Wob>sy^M|Uwn#!Y0x2oWixS~996qYAPEff=^J=YFj%J~s?*yjeA= zZUO%GuLS;nmQq8c+KUEaauKk9({YI;&l$!;mq<#inuWb-B3ZKyIPZDsABH_4&kKfe z2zx>`s$#DP_Jsb$z_Gu*?dX3y(pxz8jbq@o@9$j02d6R^36|8 zZ2b87+raBMc)hE7&&`GIUH43m-?OLCy>Jht-V@8G=^p~>!A{AuQm15ppjR!*np%`K zwPXj?B7M{-46))SNz^Wh5PfmKWZN#uDm%Sym*mx(B*B^2YLaXtcI!7uKC%!W8!3fb zz28peRrYw`80~3A$2ce%MQrv(Q0!4#R}B<#uP zAiA(1w(Jb{8*yhaX~!^WXE1e1ZH-hl8g z-a5zGe$QbLQmt0$As*Mvdv)qX zK$9xTV!tsvQJk2b_{7AM6HE(W_kV~$-AK?zVEe9l6_7Uq@Fss&@?q3&gx3wlRs`*a zEf&x+x}GKf18vWthAyPGgxpH-HVVcoYM<0n+RV@U)NdMpHyd{w7mYLq=l&@~&>rXB zzy_fK%PoR(&qFBW7Etb%XuA~Y%luq0s^1g{BWv^{fa*s3I8U76?;{IUA&{hI-lR3;BB_1Juk5RSy$)6GXiJgGvBg7*4+WBz8eDZ!6tPL0( zhQlNKN6ZF;d1SwA@@``CB=4)ADEIF?Se|%ucJu6i?%BmzIy0M@-QM*=^x*jRH_DUu z8|n`JAsF?j@T}F^{>Q=v*8)nmy?oh(S6WTD#Gm~IgulYz8r>)P6TZ5DFEl#=I5W%6 z`ey-W(6tVBy&!|k8g?X2 zoUL=`y<2DR+S>6;h*2&jh{Obdkuz#E1}O#5+6|a1CraaPzqgHa3|w8d2KH=<%H?)G zy7B1DiWbCX5&$CY{FXW_`&(jwcnI0g1Yrz+rA3>N7HvgZv=wP_5=x79HI0&gHeI?N z;yt>$jn6exM)fPuaCV8EfLAV~)_gE@T>!`0N;X|xuaddaCo;D3zLMwTm}mb*3b}p-Gv0vOeHB~SZBa5RW@Wks)A}lj5=0}}pO}vl`-szj z$VZwT8OiVKf)DSQa!2z-J_x>ab5r~Hg#~$6bgDkb_rdI?nx9P7+&ov8S45`==Fwn! z3sB~=m_559b~vE4nL!+4ZmKTK@pu%SfQONDbwOT{JRq1ZgCjwkwldKrPRHxyuCLxk zD-oF<2=Rxj!BNom5tCOHGf zb(sW_O95Bt-!fS$N`9Rn2n7|P{t9kfj6VMvkmwOyt#K|p!oui1>GdWJ&`N6Qp5zG6 zChLPeJY3OvIx?xkO{`ad?IW|O^cJp4B97?5p*_jEFj(s0BNpT&q2rO0gesnYQH@sX zK1SD1<*$1=sX2W)d!3YYIsg3l`=^&E#ow3x7)%{s73rb}bUBxtnnQKUx{W$F_#%3e zTZt)tgdZIA^PN1!&*_u(9^M2MH8Q!gMZuvgU!KS5;L9*|-{=t+N$0@B5IoCM8k+B! z(?dc6GMYp(Dt4|=e<;!{>_TmSm;dF~^r5z+XcLy#*v?MKzOOXmOnlM1JkmmNidGoB z@%AJq|6W?KL!II#{jYi}jm-W{o&c*?i&Sr6hS6fw>2&L{gCwQR6_(#?Z*LU4fxY=G z@gm~X&BsR}rxxyx!Q|V<6B}74WLY$NPjqHuPn6@LJsW2j;=sbmBPWl498lLEtlZ5X z=SO4Ch57-A1R^^(Hwnv#pBb8L^u1#K<#ARBa1L4|JioW3^d(L@(ZCO?>q2Ab0}FNG z06$kjtel%1g5zHh#0y~Dha^tv7e#pK>*<_ruR7PQP%Z3lWd9YrWsFL$u%bM?&(P?- zH3e{HKh?rbg)tCoBOOYAHgHYZAYXnQDY>T;{_AhU|n{-Q;cZ$TFE zJhq4oC0RuI2+;h4cpdqiZ+IFR!h`vP`h)ZH2lcdT3RYol%)xcea}n1TIPci@P4cy2 zKF24M{{GH>s(+er)g!zNngFZlDvAc6i067}Igtz@;Xyl=?n6U=d4=X!L_gaP%t3!- znuxgSLWH-o?z1kG^%>uKliW0Ad~xBS#0#JV{w}-rbazBRKW$YzOyZ2(=;k{ zW}PaXt1)qXi{4u11Ne9v;ylpbYOEOgiru6p2BWeVjLKqgFP0cuOo*{)5tsbK1svb{ zL{H8qdUD|P9TX9N!(X08o0*FtvQLcre5l*ZoUX<+jH4R9L^4gV2Mky&hGZ|dEb6*S zD)9t;7%eO`As$vCX*UoaR;A{8o0&QKiwcv+YV#Q7laHaLK`Gs4%krJWCpRf9KA3D% zHC7Do*fuqE>q9qF!A2hK|4r{2jm&MMPBgQcXfGT3B%oq{iqwgy;qSduvcUy*AKJ+! z;v>EI7ca?))Ub-LmgcfMdNnn64}0%-r9Qazn30Sc$rww<88R3LA8ZJc;UF1+zZL^z zI6(T*r+zZ*Cu0Wk_5c}x@B}KOl@Itqyc~c#qTI!b&?~qbzAYXca-uokSAK=R-GKcw6dG9-=4S)#! zuoNlLPxisrNQR6C$f%!;`pBr4jC#nJn~clI1WgVMl7j=}V456Ck*wcJPO@SV0DLW} zf%vn2Fam23KZdU*EnE(Q9~(xh=r~CBB0J3rtU~lo4}{G8uA~12x&flxmdgcXpTA4+{y@VW`zGCmXtgrRRil|;iY6+e4P@y z(B>3Lql=ipMWU(R6h#41mEp?(j{Oh<`BG5p~mVq{HFhkmbE?j` zCb`Iji?pM3qMeNDd-YUIMLOX!-GGyH^h2^bNMF^VHdoaXvT0&MOyj{_sgl^7K(hj& z^;!=SlXH+10UA@H&m4vL^xX}3T{CV&vnZ&pkIHj-r{74)?^3b!^4}}ju-6-Zw5S-8 zq~DPngMN3|C|`btH8NU@o-D{rYI>*Du4ibaLHBNkdc~|^;G768#SVg?enej+k{H|k zn*S#V6ZYD`6`BF0N3^|XUG#86shq5(2Ge+5`fz}#~Y2R!5%0UX1` za2jUfeIkr{De6aZrC#~&D^?eOlz8$p%b#G)a5rU2rZH+2@U!I;@&B?y|n1Xc?6fs79mntzXB25ese~ElHg>~Q(dBb@ER$5;o zca%Ja$Qi%iWj*E3ke!)QhRS5rt~2qazDL!^>0{#hKiaa~h_LEgOYb6o{>T{toSdx>XzQujS7pfSWefQbIt-1{cDF7jt{ajg~jlPbBq0cT`>AT`nJ zi%$rnTXnv!Xk;kuRq9Oo!F?OX<_peG&Bh0#rhF<@3{(HA)oOH|kp!12c4RiCxsa>F ztutATA-CD$wR?Iev!B#|a(*rr3&#Mh1VF1V$<0KR=p%L_TB&`V&ym|6+JP3Wv66{;EjWy`gC&Qz_2A5kJ>bH8k#4CI$jJ^Y7^thk*G$Y01G+>$o`1wq>?&|+dszQPf` zD%2Pd;yWDyBWI9j_Y7^kso?aF>?-DF;|c@fsQkfrB_0ORrPiB|hN~Is-!KP9vbpT^ zM~2GBrjyYqnPHSN8qA5z@|H}--#r=%mwN)q9+-!%fM-4e^gTjkh`UftQU*jt51e-y zjjre=a(l^tM!3wU^?Ft2lpg|l*%OcWmsDr$$E97lmc%V7q_rzZ1E1b}S^($BGC<8` zq>BdU`4f)_{w2HWj9@?B*rp5WckA9(4b(5rx(l^nh&BSg1Q}reuWE5!=wgX$)F_v(xR+YgNo6XUa=c9r5x)udzH~ zi+6jWO%GGwBcGMKiC*Fcv<_`D5qjOQ7FiqGmP1$ned0Wn^VkqXH^(Hl?)4Do5{dTvM4of&eBh!ZAq7EEcI$SoIhN$?eMZMZ~kIj0~d zp)qq2Tge+r@rdkn;b?s3bjiBeN?G|+hKz!L?geg*R_iaF>Rs}0C%2y}`AI(n%vEZ5 z|LsIEIbUDGG6I70`YZGGf(ZHg^3Nc$Cx-fb9U+F7as}CG0bIa3b6Oy*EVzVL%bya^ zRbE3^=`EcS;B|mV`AHq!av?hkBt!%`aH%Bw{Cu*|z~Z@j4SnyL5_<5hSX)9bmy7Rz zsQo(Cgh?M5zM;q0Z&K@`{zo&lZg;49bb`NS#G8t_{UImk2o7)Wa%ZgC$C-vJZsp6JyDNkU{oS2WL*&Gko5u)2eN($xg{BYqUQYAMN&V(H?(%#H-6X zLxVQ1kj(O3E;(cW>&`x-CuZsFWbR&&ExV zgKk0t#MwZ&jd7d)Y;q}h*mjILCKYBETDOw{MP)A+7y&pf;VlJVsrCSWJ*AjG zp-Su$mR^qh33xaHJR$@aah`Xui|Dz2(cIw&7DziU2#yl^6L=iwi%>4iYwo?TrSkLN z8H3X*-LchaV06LGOdy!)3^ebVvdfiniUL0_c6hys4xg8x-up56HmL>o7zEaILX7dr zpPWl*2{?_|K;-Yd5cMoto?vc&hxQZQ=Vg4O(bOgA84J;pXOXcyAuvd;#oKKrk9%=$ zvA6w=lY}YF_i`By+@D4%R~f9vNLXQTnc>4|gV}5#l*tCD7doeUy>f*@Yi8XxnxWGL zs(a1TU}@R|q^Xn!E(}ID?g#i|)gJMoF$jvBJBY zq5A69BU)-T8?FuAMx6SZwVDbu$5DF}CO5~qjVk5`t7YoEOl@+aavGKXE8o*7TZAjU z{LgI!EBLBhEvMlVD=ns{mftiP@Dmfi2T$Bm;lBO6nmvr3N~&-_jGv&b6#ahneKqf+ zd2LZs>ED2Pw@e&Cn%WzG0+a2z%#aZZikm2dnb)G$pB-89pDip6^(OL*iDR}F>WX!a z+1Cr;KP0ei1nBL^Qo(;#Sb4&#O2(^b@#^ee=M|c%#G@l+?w3CpbX7H%J z{h>-+B7!3naO8J)4bJ9PShFg8q|<922|Wz3WSfA`^=0rhX5e*+d$U@|hv0r?z{^yr z9gi87LZ8RcLd)KNtOmzpz-eYepO?aeYnSWwQeRF?-^NcbR)ewHiK+1;)yQWIkqw!S z4RH&6o!UmfJ-RrXj@1rVMvu;<5)+53@k)=^-Cap_l)F6(@NNb29qLQqZef&jGhW5- zR73JxQIumLtT4n;cV>Mu#3BIF?t-ySWobI8GJ7n`?=o-~D>?9^>QFrai*lXW z=|d>iNp^oboq@3qhzh{--zh#niu%uaG<`TK$dV71%w|nr%p=o>7CWA@FLi%Gf1Eji z1A`(eG;9Qa2Ap)9z2hmtzNGK|f`E?2u|aWVVWHFvzN+Yrvno~x2iVX66`boS?dW#~ zMs^Q7(y5GFZs3do2M!McdJTwsVR&GWo|#mFz)p-1P~?Y6@Qs!60n$A3`)EC&jQTu+ zPQn1g0(Q_A&lub++7cgZ?`2u;wUhYCH1NA7+*3{M(z>jc-yC{hm> zcl7uNGd``HW)w2DC*B)L4|fb#iwS>WChzTvIW-LU3nS;kSzjK69^=Ih`i|trv|VE` zXl+)VSxL68WS-}>$kQH*c(9sU2LeF=P9#kud9vq?Hf z(m6-_zS^>6S@J5|vMo!Nw|I-UIElA-N#evoiJdqh1WE{yP_`CspwQBV7TUDX(vZY| zNp#7hrSGRm586u$?fucF+iRgLmfy@dlDv@g(f6WQXVJ`@IWymU-~apO zn{Tv552wu9gqD3crJa)nKbKYUMMs-loHkLtTd)1B(U6d`kM4ofG-GhMxyel%S(a7y z&{^I09(cvx<0`iJXp*LIf;X5T=pn~{wgDf~er~4Z6iLFbn?>E|59Jjc$!bKJ{sDfJ z(m{+S?a-|7O2gTXq>12F5P^B)yzA+_il5(}K-&H)n?UJ$dX;jYhcjz+`&E-nhBb3c z_))W0V^mRPJ1gt^%MCQd%Q`bp*F@bL0y$BWSLQ23(E++?Y4FmS7uq{YLm-uZyN2)N z#9xBioenF??pvmDL*RSoqSh^ULu4_MU}Y}1TVL@p%E<}x8G_MyY&Nf+Audsrg16}mHVsXj#ECm`Id7$O5N9bl zRYomG(F^3P9Q;KoDCHC`zRiSxRtvr&lhXuzj}rVP;@{wVG-Ef2>ttN+azkmUE(BjD z!Mb&tdYxPri|OLX5-G@Z)$^q>9bxs)TNiR~CT;7Q-@;7Xwk)@Y8QRZG?8Ei>R`2h+ z{-ukq{r;;?iKCDtWd!+ELaudNtZuym-v{uWghGd|bPVwrNyr3?&S(>VWcU#rzaGeV zvtDmj)5I|xKLF%{)J!a=Ue!!HmCDTLR~k*tv-w6-D#2GI0+7?0aW;E}Mz0^Dr6Jgc zrPzXmE<9inGhqc#S}VdP_`!^Tw!yE{oYN$ccjsgq*YLElv)nAH{#CP|8Rg4(AtNgltZ9%LdAfTm^5^GV0mykjTa* zQzpt2KOYCjKMa4uUByMiUY*;S>U*K zJ3oobGpkaW@>37l&3|iZh?SX_RXetAB!b08I|s;~*JMELu$Z9ULOzJ!fzyKBWO8tT z!Z{U7%2mu6+`#FSBra33nL{}El#GExiq-O%D7k(N{z|FgxbDl&IDnsBaOmI%^Q6Il zBv^%8_?&r;^FBg<9e{%BIrx9gMrH}M+bn!81yfMoM^Z2iWW&$F|2YYipJC8?^D_)k z4kP*(S?^!bF4>v8IY^p}?8>iMwTN&hc!A;Geox#6RL<#CGK1d4a2(HqZi`h7uQf)q z)~3rWQYsz7kQi}MTt&@dO3a_z*L(jWtsqeRVes>~}f?CWXQja60{F1vr#jl|VeB)F>$$vda&m?x2-rtwFat zWM)}&2(|2$R9drEFfxEV!I}yz<^m&opR+0)GXDq-A2i7ew8yM2q=~y=J6&3S z7kr9;_>8z(t3ui{RhPzZy2v=Z=5C6ERCqalS#%{rO@!_xIFS_L?W^cn!ut046zV~j zAN8Q$g?e!PHQ{oVpx!HSc|zzITJpQ48?ZYqN~I+PTjpU{%YCqASS%pbkxnl^cR>ky zAT@VmsDi=op=MGfh;FfR(x!MTq`a@Ru_26q{`R()hFjqu;vvPvA+SK*0NdM|ZSQti zR<^m@bLD`4vb8Cnv$8Z~`jJd2&Z#Sa_7;mvL(>`;@(3#?egdEQ3QiNF*f^{M$o!UI zsP8~JHHvS>Q<&&@j806Vi=Hw2=dz`pPRdk& zS`~ehic`P`>%_gQoXb`CIr5c%qWtFw7M5>v2_ymj1lg?(K1(2|C((wgG{VHa;?}Bg z^r7-w!6F{UV;Gc_(jG`M_6muii4W9}izIs`g?25>&tynFB2LkUH9}^a2L1z&$yHGE zdauag^!XgLV1ez_inqXWFXJ-e07RgF_hSHZoGT=bAB9iyNjuQW*nb5!Y~^8RNHz@s zRY0o0Y-g_ZJQCMxKa6WN8ZGfX1qZd;YM+qKSnMi5jcwbujl_AIQEwCE_^v~^ zdH?G_`|%7Vr*VoEl>Y;K{im;jum8J(XJBn<@^YpZ*7v)a=Wr`^7;{R}=)Cy_&hk9! zz0xZpmf*}Uq&U*@ywrcIdN8Lhxbxnr;zXyFQ!ismgN9`_1|`5~R!(y2#~(+>f6Rw& zE3&lHK{UBf^G3mCd%uC^jN)!?ndiWTRrTOsFmun-EA=q*FQm*g_k4=Z*F%gckoRv~ z@pKfIlwV*qM&+`aL)$<<{u1Z_q>+bCCAXN^N z#;j$Dl4QtW3MY$k2(a}KbCKkyAJ2T_^qI^zzs3j*h4A5~Z=F6jHoo}uH#b4;nV=XH zz3fI^=X0-a+(SzcbMQ}k`6XG?(jF&5}{=Bt! z40`-_IJz|&6Gs~ve;ulTP60BXTyw9?x4uT`EK|Pr9uIjciDAospqx}Ewh7yfeFD1~ zONqRn=~$?8++ZG&ar;p0oQ*w!02f8uHn#Na_&wK_oADQy_lg=|KK(|N;bKb6(Gry+ zI<@q0JAR+y+VYeAxy933G>)a=oTEvZgD^G{krgA5bg#0ae_EWom9%g1Kmwf@QX%L1 zL*y3!h6$Jeq#TJ|9sXz`Up#(t_tsm7g1$|+k9+#IjF#wJCZ&vbnhj2!LhCMfgqlm8 z45MM;_*1$py0XMjw0L}Wp*g;PvO8i2MVvF_?AYF5)rZ^4BORrNgWi^z=D^1Ggtcnd z!wL&y$=zYwUNhA%Zy$Y!JFsJC8mP{;&z7e_TlS8Xs%LpvggI+mx3``DP$?Zu%;w#^qmwes~r`#m};Mmq2kV_Vzb%RHs23Q z1zv*|e+&j=b@ggmpk>I^FOdSdLJIg*NufGR2{#&RhLg6SgDV}qZE)aFXMv;bz)fc7EPF@`voYF!uP6M1&78tdG*l>$)V$XrvsRyPjfEVdzEnCVpoF`fwXe`zr zaMlmkcOS2;ni%RW4Ar|-nO8tCG|=1a^CV+6f97PWr?{YLYb4m)-4p0I(N;8D2@hhkkRJulofw&dL-K=!lAD@6!Eq;Mr^qhrCGa*D!m5BgVbblRW=<0OZfazX zkz0!3XXNg`?0dNX@P7jeYy@ipO2{Sa(eYgW9I!5X5;&z_+PPeAD!rf!Ot%*-9CuNjRO zj6U`Lqc{HGk^LQBz15)7nM^vG)q36L^2z)E`(OU$yP)jl{r=9G*w!y6tVLF>e;mz3 z0FqSLgAsfGj}Pwo-Qnh&W;Zpsi`%wUCOZA2|FUc3mVv^h`9SYNXWtjwV>c}92^Tbm zEZ|q#;^y+mhLEnVvU0pV_`xHjyM1nJr?+Cq)UYpd=hyyi?rQ*?91;+^d6f_SM3>k;Af3`%lHm4G8 zXOKO_MMp7|bEM;!DKV>K^p~l1c}=S_2gST7@@`IMdI`x>44vf^S9ks_4_~!8VpfG{=OzMVNHV< zFBba3r8Q(>EkueJ6Do@ACcD(=zR5f=m?TZj@H`Rfsw_;Hx)h2oe^a8clE#YLc6Qe^ zz1dev_JyhbH!VJur4N2w^*dd=wY#s?g%I*(SMHVO#{TLrv4>H?eNAts#F8!jZ>H82 z{SSJW&UG+6$r&bU-1)P7ujWo_B<~oR%w3b6DwgHC_pci6LC*=)V-Gn2EugN|(7=)T zExh9G(v|ZLPNU%-fA-vsl0D*ZmqH~K-UVhm?kqLhc@o%;bDE_`Jiy|{f8nuZ{$z7| z-0$c5@corDx7%X_Jo@!*wVISMvbWz>apKWEk@*wgVGm9$Um+u8rD%`ZAn8UrybbvP zz;6aK1H)Nv%$o*=Gt|TyM*uN+k6|&zjiKN@hO;U7`^OF5e?vwZZn|{zwu{%-pyRFS z>ub&ybl))8v(W1==srBybFkNsYxh3?*^z+GqACbl~4fV^rVEZ;=2PKWgfX`m2EQB8{n#PYWvMyH?j+SUbQ7ae-Iy}Zh z8CiFR9v2<;k-wrKBAyjX`XbB`7PGLaTpk)_I-7#Ie?-T99 zy9#N?f4=@qhByM-X9T-XYM)BHBcbXW^7keEeSQ8Up|+>-*^8K38`H*2ke8SeOxI9& z+2f(Q#!P8oK0{4O;ZsVlM0qJ_hd4DZEyL7A#WuSj=I#=+t5QRr@N!BlfI=le(w)l2 zN+}IyqorIco+fI&Rcd4Q&ehse?;waH^#`7ue`{UXQmd3fZ5j$2_`bo?qy6{nZZJ5V ztV-`NXw4k$_PIQbn=7lg#yv9LqKA-<_Qr>+10B^)Z@^3ORs&}c)Ve~iF}&$eTWofq ze^!Z86$AU=sP`;0WCi5g#aKA&OA>bTX`EgxB1tTi#;J>jAnzUxTZ_`bc%C0;CdqLu zyY&DHp$o|onW)jIx+o>&QOXOcY*JHpZ-H$1T*x=`j;@hBHRd89ie>;WaFZ2U%}a8$ z#L=ylEu~qFibk8>fWK2ZcgX22cc@?De+-%3cqRm1Y4;SqDpSfSO0JZ>ibSN&X|wS} zlLDDa<(%Tfd%Z;AhZ!k)3`XoBU2p`ZBnqnmKRxfS@K-3UX}tX`rgWtNcCN0Ds!oIY zvn3;j6{5-`E3cPP{>rPF2_+#3q!9-FN^ zf8FDAwVd9hD{}J?*PCocSIcZie7w;?P^6_0=Upzj)}}4+XFfv`)l+vO$$fPB3h{Hw zg;ii}*e;QK24ZQvWl?FdC@a%=f9pj|8D6ffr3&Edp4AQ~(?Fk-04t4>^Rrjf!T|*n zYfWkyHDMx|>P` zIiQsa#uwdKx$Tb4LBf*UxV3E0$J*!tVCC#hsW)G)*=-z?X-m=_U%2P^1hwYicE$$ z3TelQwPa^K@!jWW+9;&)&U2WN64IdIoMnWa6nAvUEGfkKW^HRQZB^MJ(>xo8lv+Nv9Xbvu=%)?ak(yES)t`qkke>JEOqDLbV{ZO6O zR*71(w19^AN$kL>J=-7M9}D#CZEF}$xXX8bZf5$v@vysTTYdX{m;dJrd#+osMz_Rv z?hATbceTbRxaAJeJ#_m>DA0dHZ)|3Bm&e)KH&)$zc%-tle{W;;#HI~SZ|Bei zKDB9TdZ?&57Ijn}e_Q%WxGT}o-!fdWN_SOTQ~k};V{q<`7edip2VvxJ(p zLFLx@O%iEc`QS}Y&IkHh%C!thE9DA*<6va!-jNV)Y3klwf429*k)o>9sf8n7p7x*i zG*2a(wl&zyb)(7dPl1;PzxC+7GYt%{)!MDdJC@h-T}Mxiadv~MZsy+p&0jd&HuBi7 z4<0+6DlO~XSyeyPTqw@vZh(~Z{CZ5-Dq_M`5fd6EOlZ6+CN$gv9gZsi%(K z`oxYv+1{s)e;#{cXW(g5Y_`91caz=JARZmKCY8m6dw+;9;R{E%K0Ft%+w;KI>=BOG zZ^NPRC>elqtzR0k0o;<{1c$)F4`$M8yrTg)GIcqG^*V%yxj;nd6)tKu37CXNX;uK0 z<@L+!!BnODDsWMpDIp%E8I^2lOr~UM8VV$!UV|Mqe)Js})oWidqGQw^jqS zV*Ga^h%^c&fu*0zfyfU(p%5&H7af3a_6680b&~fhLXy{ADD}b*7D?kr7Fk0n4VyoD zu6T@(tiq7lA-xJf!i2>r<@pp$N=Mc}$JIL&uf>hNRWOHK2OGaYK~A+4QR_Jw!Ej1o z>KrNOf2X#`ws%#iC{{r+hWN-reE7t0iMi$A$Q8T_qMr4TF+SDTR?suz^1J1NO>1!* z3cO~2S1MVvb59m70&EvVizi_lY|Wv?a=bI4+BoRjnDA}f=t~f4DAV^qv{*0H3x;YD zEp`l+EW2D($C%+`qeU@yN410&2VEu0DY1aHe}ev6XtDbL5iFi;Jow~wP5ZajadMha zs}zyJxt8RP7Ef^SNY72My<{}2R_qs{VpV^nZmPS25fwd3rmowx&^&VID1?e5_04mA zq2pWc-&Lb`I5@S=t}n1UeNIo~P-XS-3Q+VUhHC;Fs+}GP6gjIwFlv!4hC7GlOKYy|O}V&n1i;-ZR+=f`{T@CJvh8pehau;vk;J zn-e;v&8ECD0`^2eR|M2WKrjLzw`#sHj{z5KbQFk!lfsQ(gvDTGN}xg|cqB ztc>zW0JP;J05mxMaxgeP{)QM)e?r8f;#mb+vJXXaS>199X4m?1khJAvKvMeSK+llo6BeKANGCQSPemGXDbAy z@on+MwnjU6eCW|5Ye6ZeVO5+~Ey7Yk-F@tdEG)fivTh<-fMDsZ-<}PXfA#N#jkX<* z$U>84D~PpMcZg?WG5_ zS_n!1at%o8FYt+gl)wfcwLBx@(Hg8BWaC*>qaZs1=&nZ5c963~B%Qqz$=#{S-Komm z5kmnBDg@G z5B#dA(r7$j!R$W>zmq{!`cO_|m>Qf7ia&hB1ibw~I)= z1O)(SpX)06nZ0%}lA429zF}vo*webJB|Z^zo;ZH&cF?`)_K|S$zzscFEZ;v?-Ew#< z#Pa*%mD@ITxI`>Je^K00W=3efA?mC;y7XAMt10GoHi~HeI>?&_Aoo5cqWKod(zX`O zH!l_<_6>PKLQ$N6ctBRX8q%*~-Yc*k@$OQx6OmRqXlde}Vp+#}Y-tX-{%8-ZWNk zGeZ^E*V!BcFKzm!gzt4aw+;eGIj`Y5Z~5Aov#fsCy#t#+e|;NNtM2|v8^rfzrM)|< z8m5~IS%U*f^<8jmzP29W*N6zeMnw4Pv)l}X@ai+v>_-v48Y27|gz(jnpU!@Kg#TLf zz>{-(A5TTO6 z(qFgdp)q(2)bDu+g_&P|AG}5uVQ#E0Z}rulbBk8rrgOHP6q+Vj`XOR_s29&Fkp z1*4!OKQB{A?(ndFV-TkY$qK9io6F(!sTGUwZ8?i?)rCp}9iBnv-pCnxmt^jZUfbMT zl~AOl9LU%kfrx!q*4P`py0N$B9~*lOu#$3>eCbZLUPV)kM)i}Ht(7`ss5xA@DIQdy zz&bc7e;2AZPDM7~JP@!n9UT2Scuga;2^NilhL}|BclPf9q0@Ox0}bDCeNqSF&tzay(Wy+~9Dv z%(fjsiXF+Qt0rKwcr29KtmX8)igVa>-sb7XilOEZLr}%Z ze_=SPeajybC&&T_P|LDb-7+_q2Fr^@6or+h!4nD2P-HE8mkhaio^kJFc8d${l5rcFoxR+aqA}mJ?&8te|69!J_4jYMEdVT(!NS$q|AgOiu8xHmh7TBxn_x z-va`GVDCJniG9m|Aa+A;Q~~8;O0x4paj47Ld36abrmX%=IIN|d&P2hx+L^>VS(cyO zPI#TE*BGw;O)8sQTkvj5J3}Sjf5}UMY@Uy8?Deey*1IdV-#6B=f3VKW3&FP8`z9Ps zbwOT^(~O*PmnVxi&b51SeNA&`(biiAik_U>WslWY=^ZuwRaF}+Okh*@@rfFDd}RKP z&h}5=Ha}P#YzLd)40B~v$bv_)wUn9_lRePg>6f0o3WA2m z??=wZ#LqQ0vr+lsQ>^In&9lU;ub=?Ue+s^0o@sw2+qtvlJ3W1Jy3CoFXo7Ii92&c4V&wRips8xGJ^=^8i<3JlI?If@vfldX zEiQA-NHRH84q@BoSo3g157?$Xo&Lhs$%b&>hJ@1`O>~viZtn~he+r6%)bVhHeC0&R6+7LDKWXs@@`6YHI6~9 z=NN0vzpD_Uv{_5Hf4Zo7_JJM68ykz%G>wxohEn*VJ!M^cI}33`ZL*_q_}E}k+2s9` zZF7SSg~Ah#XkSHDPnCIkrz6%-g-7F`y#3JDh?3`7hSR9@7B#67R5g>w+Es8Uga;0` zZMbbZ>TKAu|IX^^PY!s!^&5lZGYn^dZPW+bs28>o@*i!?f34`LhGgZ!^$CU2`mQij z`1f`2FrgHz@1}$qs_^euL5Actkzw!uA?`cCa5-Y zNAk^Zpfo{rm?q}c?Z3uHJ)%h17zwU@D~|*>#l;U4f4qfa18P|5q3{5y5=1pB`YNoW z7C)FkSPfwU6V~6tIjz4{D)IYulHY3cN}BO* zMnIXObZT&=+URNWA|Al~2J`qBIes4)1qr|ZWhKH$^D@o5Y$mtO!jkJ5QC5YgF7T1V zr(VM`;D4r4jXJ*!b$+6lC?cKTD(n1qtn<@df4>O?==4V02cM+#)9td(4|M&eif^H9 zAAD+^e>R^kR{Dy4E>-^A-RnBm%uFyS37iTl{XoZPPy4DFA1KwObh}6D~L|lEC z_;7rsqc67lwl!I>XvuY>8O~(Vv7*DoTMQZ#RABt9A33TJ40Dc$-z zsO@Pf@&VTLZ%=B2PhmfsnkQpotfyArx_0QI1+9Kwi1u#1ZC$v(CBmv{0EI)N@s(yZ z&D}oBMCe^SfboCPdG0_TF&q#fuACmS^+^ ziIp6@nlUhK>#rWLCo+q7kE92SuBd(e^$SAbjyXunuZE+fXR0^1qIh$=6mM?nnB%Nk z-XUvw$9c7UgEzMaz6?FSi#9+tABYNS@SRid!Jbu#9QieasGm^u4>7DpQS^Gre`%Ce zJw?oi{Wk~pUy#TVJ#|f=0H+Bf5rVy^cNx4cBm7UBe}bgol-xm56;Ye-Xvri(YAX7g zb#wRY)F){AdTnd;wW@V9)%|*vnx^U1XI1p-^ZRt?{P5}JH?7TkyH<5IkCdFrrPr@q zarJ`ew$F8~?)E;vV)d#~b9%UWf5{S`vvo+ATSlXhZ1Y{&GDyJ-Lh`zqD3tM?tUk1 zuhzLavy>TbowrWfs+Ik+E>gB=HQ8=&S6 zcg&5Y1`DoWJ*JQLBUnfbf620ACNoe>ykzDmp?8b{{ZW2l2p*2mOBDTG`?Vb3!lSFl ztNcO~`Jq2rg%!?a-!Y#V*4MrFsjIF$acOJk-Y5561&>D)^L7s{yKKlGAK5j$^s-?; zx&My$53X7Az=z+u>%+rqmOS|3J?w2S?k~^z(o;K?V?C~qwi14#e;|)jKPgspR*_*D z*8&;^@*=P8NvyRWVVMdp#5nnh0jq1^Suw}c5E9$nL z(Mj9R)sHe_YnyD|Nn`WQLS){F9Z@f8H1ACJ$380Ggp53C#mKV|8+l?!tMJZ7BhT5K zv(l#s>O zqf63h1dqk!v04p4zw#@WtxqQBv(*6ybe|;7rFD)}6xc_X+&z`oO z5AE!^Xla|Mr6~i)6i2qttOxY%se5U6Oa%0;8!8wS%a2rAx}#_GOOpY8VB7o~wvesY7_3I#=npwFi+0cIykLGCL(=(0ay;KhDiv+Q z_;2$h{xj6^f8RfjS+Iu|Hnf847U&nB69OKSy|he)sW#L;8wzY-m^f!tpUPx>QES59 zTJ5Q~C!+dZq)q;`Cz$hcFG>=M>Kg_3f&DS>_*+O%s?ff9KMIMKye_9mexNnz6AMf|+jM!&;CrJWOTK`43R!}1SNHz5gp|A{4dttjZprFMH z3MwHKe+1V+sbh}$%;K}4Aao6)AawDc64R!t8Qo4h_m7{l0^0139Edu}B}F30g$SQr ziD`q+{(XYLFF& zUXcc0v^B1Ig=f8vWvHMT0A|Q23i+)#%wzBhCBX#WZlvS zKD_7l5ApHfy1Or3++rWO>B;Jse|&X&f2eo$#n%z_cr%Dq(tyRi5DIxf$PGd+5Oji& z1BC1VQ4Ux^9QTe9u`py&TNqG>WC4L1pNK2Gf^ntE;|g0%Txs&SLh}$GgGh+;*w9Tj z27NN3;(LZi?28r^-*ZFxGw3HUL5mLFagPW@WD4m%7F-Y)#(<^{Pmnc4Ax$}%f2<`7 znCL$F1I2+n$=#qAxC6<1~7`rQ82&Fs}r#o z7@NWq3{UG*7D|^|1`PFCq3R?b(f^m2LQ<`j+86JrG{zKyit%95frPDg$U#o8La}GnV`~+NR3h; z+5|#T5Q>1X3q+hCh^No64TP;AVgV5|h?oF`5l~1%Gzh6c(h2ZfYLw^Fl*I;5ENF_g zC}Mz)kHX%!xYB81?DWSKH>@F`VJ{$=5)gHmfRvzs(#;4@kRlN!e^l~Js)7m(4SN+P zPlA_Ks%+-`Fk0czNh++b$-G!NiI0;bf7-u)F4(4CL7|Z*nVR&}A6dabqkL)LXSC#L z^7wNe;VYtf{97{EzQ`XL|4W@Z3_$4Nu}R3MPZ?3VFB&55kAD~>|8S~Zj*fhnx)Y+t zF5+W(PK~yJXfwhYe-R4LsgKB0YKt;&wxEb61`ey1$6=esU?;_3X$+0Q7&kA!Bfl?C z<=v$Wpunn%1kWBtp;B@f4@Brq?eF^n0EJUd1NN(A z+?NEx>&ob?t$I}+sB$-;ewc{NY^sRWK>PbuA^^uJ{J z1ov$HpF7$`yNzQ-hfzcUnr?@$Z_7l0<|Nox0yH6BRw6VZUVaf{{S9!W9mZJyukxHM z!Z}ti`oU~bkTJqL$|Q*4hNzIO!Q+2oiQkRM+=Q|EU4kH!iQ&5h9!x6SZgq+`#XkFq zE0am)qH_f{(t1uOhc-^GOn9BLGKs;ZnWR%zCQ5W8Z0Vm6vPbb<>Rx4K@_Rf&q<9)6 zXb{KDY>5bn=s_QvtbC|R`k+cQ)U~1e@*HT(4dyP$e^JRCfNBx0SqYBw5y*j$Co(z2 z@HiR?Wu*Jyt!0GgjOg}D%AmPCv%I-Xh035jMkXs^Xo6R?l4LCX~ybmswP{bQtH6`$JNjtGzIY~6qekL?_!jaJiKcyuES3Jf2|sM7p`MaO8Q{Q0bIfAt`Tm6D%=RVoeM#e!D{tS{R@!pM zf0`9{Y-?}ca>u5HJ9^#Gfvr98=!y(%#rd31XTc@pV138-V}u_ZI*tvyV?a9Qx{SU; z*|9Afcas8Q1Ss1Te8S<=&Eyu?f2Pf{<@_<&qVJzb`BQ$PFhx~^8Cs}dOURY*`7U??<)d@6>YNZEU|dbAy49PmGB52(n7)8da}<}d-l+l z?@tJvqEp+lXW2K?JRRaTH$+uUf8bj+g16-IN|K`4rt(0fYgMOv?wnYE(PeI3*5PACQN!?7qs3)3i5)HO zj88ym$2b$Ko>5LWOIFF|HW&>$)@tHh#aYRLjRHxza}_uO!>6<439@gRf8QNERJXfc zgZ%Ec^s@@GyG(z@`TXuSA^mK%q3Sdc`04h?PzCY?Yq(S^;6b1se;DO@Bx#KrxM9zR z?5>!dy_Dg`-zGo$*y?b7y`H=K>niwuyxnZlgGbdGHBQAg9`k{3jAJ`TKa`q9WH-cr zE9<*s_SYlrz{?e$-~!)6e|xCkNPXV+?4*cHOH(hk2fl~)PN$mRsHQ$o+n#L{iDdS( z?SD~t7|2Dbg}Y`3drA>jrJ@k8iN+r9&P03CHdAs|AyRZ0dC3BHK^&~&4CDVMrEN2} z_6Ks6^}RtYC+hWZi466-hBtD2pgHEtdO5Ap0_IpvTF%P3eaA`Qe=RRYI(`(k!QF7= zq=|}bWj_*a83W%vuD99rnK5vlXr)PssoF*SDdV;IPaoiYbN1iwP?=M+Cy1)>%4*u z_*Rr>uIX^x%K3_sf7Be06lw`aO94LJvSwDSWy2RovYXZ|?g`UcmbI8gvw_xXHQ}D6 zIg>k7S>72a1tpuQe?_y^5-vc=$ip$P7D|R!W&8UpRU@8{(sIL)9_|<@L<)vhiX4q zr6&5dzST`(fBl;3TDMplUF%ak>*QVEyk*9P!?ESd!YvU~pl?fG--d3_?7_vW9_;F_ zbn*Utc(+}OcE-Y`fG{{`_8_?MbBLmC)`qwk&$RlRhD#ntu0PSeE)-t}decqWxFzWG z2(9B!*`vXLB>6&7YcZEWlHLbf>i}#mgl0F^cT+$~e@F3gWq4AtMEQ!hLY}UG$|1B# z`kAIZwx=~y1-&6cP6|{G$s44fsW$D=*q*Lx&X9A}G*icPt9zPiB$PS8dW$1FhCMB5 zKLqO}!>aA^)^N-GqJt75se*gvx(;V}a61|Zj@w96xD*PPf;{IhMv}9Cp5455aZgCi zaC$wd6#3|-A6;|pKlY&2e>$n6Rb6}cU)$GrVE?{u65<)Sri4$o z3_jgT{B*^77SX*pizpOwltuLFW4uEzKORaWiqYUvR3blLcruS@v85R)-NrnkD~-WY zfYR|6&SGPza$8%OBw3pzS~xWbltR+?`>x%;w+lWQiHr%C|JQ+QKDrc*@E%P2`=EXtiQA5gxr@2lm7KJ}(?$hv{pe0Kq{8h3DB0=d!J=P~;CsXhUIUmlXYcZSdg)aogIBI7 zHjiFD*t)dc?P^`v+BaGT1-sdEB^-e|h;K zW<6Ymm8jz3Dy%bsS;LY0n(3}pGq7JxrqA8k-mU@D)Wu0Pt zuw@N!bB2=34l%35n~l8g@?bIDWRK?^ym>yEZ z3uCH`@a|6dzq$u_+HMl~E4|qVtKRti)%q{cribbxDF48;ExW4oSZSN5Hr}L-7GhW- zHn6!X&|M7kYMoB&N^~TGIWKRFb~Vk==w%|Io>@c1Hg_@ZR;wV;1r)6he>L|;S{Jl9 zrC`Am>x^3-OAQs>I!+Yq4yTb9Il=B1ts#d2F-h|hqbj6=8A0Mzti&-qtJO=Q!Jh04 zyYq3kR^^D{m}t}KkH}8)W{hPwPGZ^X>sWSQ#b}8-y=jnsP{F8s_4_B`?9Q{skv>>$ zsQW4Ltki&KDTHS`S!P%ve{$4}|1T6C08|?FpD4~6w7H^o{jlEfC-V6h#vHDlDAocI zk?d5#*-5Y%1wGiN(#TX(7e~J0(y!n74Q-G~y z3a*vn!xvN%J!u!51ZcHdXN|O{yv2xRU@+Zg6?w@77BL2v9se&WBXq3l3A|if*zVOC z40@{#rKM+i*5FLI^F=Lh0uD*Ex!uki0kCHW2yBCYk4(W4h0u^30Us`)g^S)|(ZkMu z2)2P94WxTxF9;GLW5Tu`vynCbBLxOh*>dDXMk+n00RFAsii-p7zyRL5J(lE z$Dc=Or@;xGK|_%X4JOg3A7|0@uhOwvaN6Pa*eJ#fF>Dz2SswNoiVE$mbLu3(0m4Lt zzyY-X!!Pguf5<-p9zs!};9$k5PqolO6h!~UzR%kOdhTuLz;obMc!NFqFID?Ky64`8 z9&DS|f#*c7C}-)Etsl)~-Zx`o-;8w?pE=SR^kf4@XL)sR&uFV-pre1`|44VV=Sm%> zuu~9)Kp|j_c}1NoADdA+80*iwEXhj3l}$th-WyH3e*@iFw=LNoEY5X%7XVc-5f6G( zcD>o|9Dh;rI2;^nb9#-U$I2z4lm}sp`CyABpp?riHhXdm96V02EKx#IZuNU1oWIxQ zqLHxQAHj;^{^>&Ah-6*u_f}!`NcR3}1S*C5r_1;m6sgl~qGxa;`n&^|EprtUE*7r1 zbhco|f0yb>NThF0Q|H2hHPExRyLU~e>n6dQbU6}kp0UR~o?fte=)k6S4Z|8l&S%#% zdMMdZqsd(wNTg-qZ)+LKm_%RF;f%WtBC>*xfA6!e@VToBO z=^(#AI&d9}Qj&sq3An_nl$glB$!>9k9+D?}Ua~*?8r=P)F<|SoMy`)7xA_2_NVyX>* zvi2sY5N=Fl#|L#zqyWvCTqcW?p|sQinln4iW+zK&wK|=K(jtO7ot9Bk8qUPP<>6*x ze}!sPHJ8v3JYj|F$0(5@T8M697BP=lN~|Ha5Icy^6Z^nyjA^%zY^^S;wqAB+$Ca^* zb~o+zt=$;fs2!Ni&L%2-sy-oGG!?5??%p`NuUPDxy>a)IRgG)eN}Frw;!EdVI^*)a zGxz4VZExQ0Sh3o(+PGkeWeM5drS8%vf6`p~(!JYPFX>9ByOylpzV}j1Wb^t!gvgxC zoD}QHPf-%1llk+10Cb1(v)qBizV*NNe3c071IK55L_CUufl{%Mk19t=Ia-xt{kmq_ z_vy#!*EN=@-^0^>zy9~ASF^=p_IC8~VIfz@h0xh}OCJ7vxRA>g$OY*0lmiuzf7edb zJ#{Es%;!TOS1jhh^XTIEO7!_5s(m{;qwdTj@RKWyzfmaU-hyAi*Wk$#^lMkZ5Aakz zQ#v&O&+f=(i=%)*d6!_`ZdFiTo!0TloD1 z_WrFPe?UG$|Ai>X8vZC@i;RIAe=34uUT#h9tsLddIdgG;%{WG0e=J_p?pC&a!k$_M zGVi{M*&HN3=goaHM;YYWMt`k}>YvcYYgO&;`mWE0kOj4-aor9VycpC3;A*mw${Z)g zwUCcMFqh~aX_|ZWXrZ|3nz=o@6M~LobPmR`s3SAd?!Rc0yCoB51+$J}f2l=2H>oGfo=UaUavC<8a-=~+u~*NJ=_+L67}!P@b@v?Hn+gG z>!E*3I2Gh6DC+6^-QHhW{O-W`o17$ZC+gpU4S#InqG_Ei! z1zKoECvg}aZ1u4w+Yn*vv?m5Pl{;3sIHQiTG7gsUMziknfHhKZh6c)^@QfAB&QdzW z=(QHs%9y%R%_VCz?+OjIhpA(2%R9YJlq%CA_KF&f!0XFJN7UnB#Ykzmxj547((;mC zZ!z_8G~+Hse;g679bRi5f^DaQZMOio-Sb$Umcq6>gyr)`xGf#<`j6<}L!H_#^EvAr za5Nn?Q5+gnluYM~l6%93dJNWXykwikei&^aKb+(~{DHfKG-qi1ZO2g)H1yh8>&^ORj}1-;Mrn=wJPeLid5jMXyEGir!-(Z zHk(UOt7eS9-9c(am(Av701fn{PIQ_r9#Ky&+Wb@U@0_3`0j*IVJ4C$&P#sOsE}Y=* z?(XjH?(Xgq90CN$;_iflyIXK~mxH?{1UUqP1$X%Ke)s$Dt(vXbnyu;C?s;lvcc$m* z(99x+ItL1%YN1L&t4tr*5q+z7hb?kI7?P&h-Nfh4A@jmW8M+_P3Z?A%rHodv>&$3#O_@%=M2*H0F@6-i#e$Z6kd=9ywxGh>H$ z0{bCHX+qKA`f6{!jYM%`c-IwXlw?!NPP5|dko%af0vzE1DU8cuaKdZMLJk2imF|7r zf4J?jToc`xFlxJDH@lehWqIqi?SK+q-;*cfgK$-^w@7x478XgoSV)&ley>0)P7j2~A|6 z(qGL5p%o-7%HSox1!8Aco;guMaQcF2ZKJD~!OPiFw%u(@G2&qz^1;o@{VnejUnXZ^ z$a#zHVe05lH`^%&%bkXSB$LL;ux?atKlMa0Ut=VY$@zgYkN0DDLoxEInbn}7U6F1y z*7J&X><1A!8Vg%!;&812DMo><+VJB+Vwcn6{t!}A!;9f2M5yC5A~Uti2-&exaHqiDZ;UYwc4WaYcP`S^S zH6LpM5%L=R0r`Tfkz0G{wqtdkN0Kyv_)Qd65EC;Z4f`VmLQepwuFDR?NfBV!xMPb^ zNx;;8qngf0?+inV&77Fci9-^B1| z!5CsVynK!i0s|0_1S9!ek`X^0<{oZ6i}Dk=MPt7TkZ<;{w8b0ZiqC_Zj7%kWJKx|( z=0Y@SG(ps4iKV9s7-5E@pm7UCRYpfE@c*eU@uW>DCndpELVWEO~W@IB=&x z3|XEKG| zoqWl?z!+eW$PvNWaNuA+eFI~FqWg&%I3*BsK`+F#bE9dV?a2Xj9YeYQ@L(B$jbz67 z7AQtO?`2(_7u7~6cxW9=`g&vhmW@}-NdOEH6eVPx1O(t*a>uCKvUBaQuUUUW8sab* z{-QMpj~$LP+{Vk@Y!2Z62vQw=Y`oMYN-?Nu;dv~dsXaVhd;qgC%vVX(M$o?v^8!H6UJNYN|U~eAJ$DGbV#~oH~tARSTnA%{-L;KNcyuNg?1#%=rRIV z{zAGSimb~==uqFq0D9qh@}j;A`|Fzp(ZskAS-l+sKBoQ?bEzD)0?qb&PA_+eTTRFP zt6>Ycjb-bqk3`tadR#fzPt^(xJiG3*K2w34>SRFSG~=Ag7>WpJFbEi0O8)m!h!>Kb zE{YTp^2P`m+fwGgaF67a{Z-wJH@Bn^jfs&sFZjJ?7g7a6?r!g{pE?)C+w5nvxUUN? zfGk15rifA5aRM*(DjkIcx~AcHq~41FWUYxni$ zxKR`@XBAy4j&_2%A~Sz`M%i|@W)DkaJ$*kHy_(0@gw|Gz-MrwFUQlXb^kn_9QI>vI zt=YrKw{|G6lyjv_rt*la3TInKXzc{qtH$CRIO+{Tnu-j*T&s8%>v&$IG48Quxw3`K zmcwrnBCLv6a$V9LshDoi~p9-x=Q2Aj(Kf1I6^eCcT=XRqz&a| zn>g$36s7dOczWmPJ?7J#+$Qq(^+L< zQ6Zh0*)7{w)Ae*?gLt@K^4~*JPG1Zj$zY!!g&xxqQy$Y2synm^CFKngbCR!Vn)5Ym zNAf&v!U=#!DiHc9?h%?}a$xDHvJ$motsLZjf?D$w8^?s~^=0+lRe`H=ZVqO-kFc9M zjFXU1fRFG=@m>X3uW!eCofeV{p2OpgdH8OB)re$?8pxuG)Ceay(#KdJRHT9&PN2%P z_&y7h;mOz~r8TkEQ5K}%mP0B^TfOeBO`;c8y7%-F`czC)#>p#2N!l)d;oI?yeAQ(_ zdU|o--O%79dl9?53=suyT)=6;_%~7gl;o_*G~)_$<5~gcQJ#~rA<8!|u*7(!uW;3` zw3{^Ggi!9mR15=>(DvXf`A?Iyp8OMTziuxHW6G!fM17;ThL88SQd65W{0#?*xU{vn z8Z0}b`V+KADU|7mb+&t7FwGn%RHzCD!Cr1oJ_j*9YG5`Nch9VVgl%sRq`IeI{f^iuYfT@M8EVje@P~15q-wjLt`>NK_6ZOVfZNe`9GqDM)0S@w)Sp zfxKrnBeR#{b{Mn#*2$7nw<;suc7$w|DxI{Ni@Jy8P9*6Je4(va&WsO}hzfo4AHUIR ztZEx&HKwn8W5OtchJv<&#$G0ZQ@JD%rZ9j@l5dy!8;N4;Xe*6rL($gAK#tipbb)ff zV10`6zi?zgRosaQUrTdMWiOq2o%WccC({XxZyOe+I4?L(%uYCNlc6!dOdV1xk zHPc1YRDR)mjg}J871L7>#Fm&)YPaZ=hXYR&g>=?^nDF&oF!+ckkZC?iOjD+dn5KtvVz6U(h=V$_=T`t;QW zG@qG}{YU2LlHp%&fKxpsIcw}{0IB`iU?S%o2)U<&dgfAa8R0KaidsOu+H!tj^(6_;UxWy-Owr= zw4Fln7**dZ^)8TIJQcl*;Np0wn(HiG9 zJy(7)Eo}*FVn;&7!mC5|SH>6)7jtG=!X}Q3q@*Gu`}KYXSdiM{Q3-ewpQ=5Iav%H^ z<;r%KsC@O9yGYE&PbwJr>-**9ZOO(=noFHEDq+b9{g~U?pR*H=!+N$(TK^wytwGc| ztEgU1YqOJ+=VxG~Ppq^*cnt}`TSz(dAkgM|0yEL74lVl(IKjV8@>aOps}v6vTl%)k(@~ z(b}qvI7Bm#`yMoGPg!nWiZ49cQ#c~7zfzm_M>Lx|*AksOu^NXInQ-(|Z&}%Qz1Z9o zV~~ZdP`>Pkq;BSBt~hfsBXje}rJLnxn-!SyHgM6lb<_Z^^xZ<2{L0qa+DoYLpw{|o z1r}o$9>TbIL?hi?PNupZPX6vjFVngxrzeDri3^MDtf~Ekst$6|S5$eY>ZV%P<0T!i zkkbGR);b&{Z6q{(R0o0))ia%{*ZL4!u9bs@-8s^;+Q=(-Yn!!BPrQ6Q>f;}zU)$W` zfVv>$wFPt?-C$AHbP>?=X8ugQ(%sm{?nMpD+1OY-uSV$|j5b~??OA_VFR%X6Ovy>v z*2%{yF3LBHW3Lb&w^q5A@YMRMdSWFoBlKX;=oMOXSm%ujrgtWoBvzkLUf14EBIIq9 zABN~RKFsUZrq-yDs41y(v-W&X(sZ763=bVT-33OLPRV~-`W}+cA9-g(N8Ws!Cb%mn z5apAXKIKJzKB8aZG~dN~P*oAs{#?tGP8YnWW$T)vAcEgzq7s;re%ge*;knm^=A`T#06=H}{VPak=4_mPz|tr_T?_50eo8cW>hsxdd;LxK}01rA<$3qr<7$)Wss+zfl|6S1DsX--d7<8^jxh zua9f@L=9+SImzPo`X+S!=!cBTs-$|P%M%)4jW_69Pvf%vK(Nd<1M z(+YG(H_Z{IonceIY0h*qothX?N9={wajf?*C^-hsSe8OlnmoiiI8|C@*6u}VlEOqc)Ory)f z)K2>w{^0UkNAM|L#8-ja;?%LSAYO)J^SKARL*y)Wo0(WD9agG}W}v{h*!aroT-v|> z&^)LS=Yb70v^um}%&NQ<=bN5MBiMfmOI6m-^eh3og14!vEW4VPy^)^$BC5{n=2FI1aN#f7EFSi4!Q$r*V)#gx3juDSKLXTA(KLrs(XWcH-*HHn?8%K zn6ABw2P_7VU6?KgC|`63`QFjr%-z19Ua&%Ug=9y|9Jo=y4;^F_oBZPzF~6i`5)be3 z5G0HzGaM7{t-lf6C&$YyHKP;!s_2%LFy{_0uxyqP4s@uT%Q|Hp;-n)i>ix3f3y zHRJE^Nusv_UmJY)e_r-31^Ax#x?a5e+`9kSd>_*L-UQr_{1lfvAUAe(cvCs&KxUs|91%iUf4)^E4>JJJo`?JL5oePQhLmYv73 zUD_yL^0ygNMqg8(HTD>i-AWr-n*U$se=qdE;`=40sIgMsyQJRVCb-z50(DRsJsWQj z)Zek}QR*&l*iC>j2D0=ik+d2=BPM34O@=I+(SBuH-3brgX6;M+s#;4BldrNZD|O|) zf-R}9d0}rpp)O#^B+se5^1Ia2J6?(UgmBoqDB*@*$3WGpNXL%QN2^okkie(OoatJ{ z^D05h5OYy(Qik@uSw}B|M4$V1GD*P})mn)qZOVv_?-5X~s>F7;@xcGGS_DVxe|Oc%`~R=(e;@sqEpSf$ zJDG_mC_ara?OC2%W#Odp$M!Tn{gQ)iEUq4LEXsO@!JmNt)pZb4SP4)o$FZM|ho<5P z6X2Uv+0D&Z{q*1{eUkSemIzu=ihmRE*a3d{dJe}O`}5VA~iQ{ClZM<-zP!V>Kb;X(>d+)LvAR+w?;oc77G!VAmL zuS(xD+s+kU*Pn3Cwv-b&Y=nr+rCwi^5MgqTj^@v(^4(- zv%%>s%kl~^Dp51avm$y9R{t1U$}W{1KWCM;QQ5Q2>iggWGhcMBNH(r(=E0seiOK<8 zNr{4LqABrB)D~eDHfFi>^tAn-;f=88a9Ph~0*G((`qleZWVz18RmRRj==92y%Tnjki$vsu98$kvHqMYF8Wna=7@X^#E=l@O z5UFUmjEc|$cdeO8U#beakGEx!u6#zSPmT$!%CkyJWx4u-TOq5SW(`W6IWqo;wi272 zwDkxxORiHZj1c%n{2ZNsROuUX+_8DH8q2Qne<+O~rQ#k-nPuKDO}uTWIHLYFjyR%g znag#nSd&Chu-8Ew;=z_1k|}G?NY9*5F`7A}#N7%kDR|9iVo|?a-5n5l*fPpI7jvMS z_4sN=^@Cg-0;6lXDeC6LoCKZMh5UC>LTmOSzN|z&e8`Fs!1rjU_^qUF@tad^&5VAA z8l*g{b0eypsUPz=KpTW_PYbel=!t%G%>8ctnXx_kH5r7K{mOn;Vuk0c1VX%HlaCg) z(dPtYuk%dzRGPl<%w+I6qFtd$my?{Y&@OY~8Ijo^yskv}pARW8^iZ&`JLKn=2_p%& ziZxdMBakdoY)PI=R}6CPrSQd5Tp*st8~hPmJ7eA?6g0acq0nELMAnH;N&RbP%R{9l z?UZ-#e1x)&O7fy_8;L#uQl>9x)fpmj;3o~-Q5E;fvNtGN#}IBYZuExFZcx{WUG+(A zNE(D{tXJivIeLt+F9m@{oB(VGyAgbc@sZ=~K6xiFBu%B>%9v!#4xY z3VmVkkPlf;aJR!?OXxbVCiz$_54yQM@#)rFD9QH9@6FNvxM@=|*H+#Vtc=pt>2QBE zjy%L#h_p=|?d4G-`AB-ufp%Xur_Spgfp1UPwHW^Fojk$<5qQ<#)HFl2JNi+kFost= zDDbK_hT^%Ah_{;DI_#Sj$YS^AAp{NhkJccA_x4;r(X+C*oqS&8l`^xHx|logv1-i4 z`kJ0`h_s+*z1V|q?!}tXP)W}bz<#Sme`XqA9Cs1;ZiJq^){a)5o_}V)sbL(q;+af# zJi__W@L#kEIZfxm1w0Z)i8#vRz>lrVMqOw=g+CBX_eaFwE_=~$Z+XUBIic!+G$a1a z`yzHv7v|=~#D&N8eUuG?y$% z@S(U-)~eGI8Jt(+HYuJil4r9QeCf}Uj?~B8N+5l~`7WvDc2m(eDo>vx{WTih1pjpic2K3kR!I7!H{r5`f2Q3uMEagWH!^ph#L>)A~ehB;v$ti=~V z&*$FkBsLFwM;wi(vwD|He>1BYiJxwZS`BT+VqHur#$m*E4S__?z@S89B^ zBO{($#P%L3asDfv30cvk*kOY)E1Dz`ri%%I&fhLO5xpFV<-AtEPebuu+lQEe+I&Ur zUIs^v#x830b!LAzKZUw{ndTF7CB`S&)3n?^Z2fZT$|Wi^)-hw>2nhF-&EQ1^Oe?bgwn36S0x&OS{06<__@0E=78^NR z+eJe<(jpIX&rr*#AiaUTg_fpU=p5n%8S>#?V*sLNj;&FqN1EmQK24(EnSN2{Tm<47 zjdl|P$3Tk!o(I{~@5`c_~hHh667fSD(HDSA| zv54@5NTnilz98bBtLOTkp_{zVIqfa>V@3{_c!RN0-Q$oe)yF_rH&ern4)7n=JWxH$ zD6DOtV7v38wTJply5ZO_`%*?DA-h_wlM^xHmNSIkLoIFR+`AeK3 z&!&=$sl=8q{9+L}_J^7ByaRg;l98t+q z#D+P>Vs`Y$6OJq5Q@GS5{-@bR!)LVaEk4)wZ(Sm3wxxQJAmg%JEtqSq_CijHE<+JS zHc*dQx)E@bjJHFd+1|}T9}3raAYoO~F}y@0NeE&nDS?mn=;86>aHDA0WfI_qCyx^oX+BaV>ZCaK>p52BTOG+RTN`%*E}bVT%0_5;$wJ*w?`h$UCL51M|G&( z4Q+#@m}J?E8(FII`bt&3ATSeIOp50sf6XFDvIn@*rgmeVL6*>jUvx-vZXlTYOz{$7 z(bEm#2cFL`kB%i0+uWJSzOisDU1T|wgD14`wCsZ@U=EM^gi?o$EjGJluIwr9%7>ZbPvwU4FaEzfUv-6Ts{@_S_Dt`|{|NW>U?^jo!UL$^}5kfOUcJkANhO~EG*zsKcLV4>I!oxK$os4N2P49 z$MHB|{$cnV2XW&EbxX`F%TO;J`W!EYM(~hEoX_1Qu3{ z;}77Pfh)O&9%PpOc6;suz4tieBjFZj-uit*soz425i+(3#H6$fEEg| z0~)r`K-?Cc_$+R4U}_70b^|h4@c7^rV}l4Hh&>EK*dPKX-z9uQ?t!zh8sx%ei5qN! zV=*4|#9(O;ErVwHJ>V&B@DmYq9|F-Iyh3aU#5+}sYA)@EP&cbUfkhf>Vg5CA7Y4Cw z*!~Fevhb%i_z4R_4~A%4JVF_~A+P`dEa-O@Yi&NEz4k!U2NwNMTXX}X!9`e5_uv&> z!wZ#x7y>9M4B}<+$YhZJ5$tP-Ki(>*N9jZUu3a+wiSLY=1L%P8ka`Ft z-NGMtg5(33Js1*Z@kn4Gh78()2J;VG-CI0jzK2N70F@k zq%89PsdsJRPr#BC3PAq#E*6V947eZ!axr*iy*le?2%mujQXXtVV+k1a6gAi!ScC@! z3|{dyykHrKp@8TIt_&MqKK_q2{%Q3!d@W21sy`9`AtCUi0VvEC+u(DsExCcwf7SRy zA)J>?9`GbL zAVabz6vi3iLjAA1$ymAvJ*f@OKY(8?{KXB(puzToSGWy~+bJp=O(@di$F@K`|15ixhXM++u#koK?D{g4g=;Nyi!+T z&iMeswTN*cByjyVj6d!STsd1jq8PlPu!vg;vZe64cYb2=G+|nU0+sv+L*YTJ$JFP4 z$b|yY4_@guyxF+0KSHsP>AY(hW$$VKQIV| z7+XBbf6bE`bkjNVhqqcRVK@wmMf%!a9NDk70Di``ez}b`Y!E^C&kAAWj-g-jPMC=IZFCF| zuMIG1woj6qbXvAYBNY-B7Y9H(I_Li4X4kF>u`3R;1WNRS~YqU&KzO;U=O8^DmBmawQleYl@2@T0$OrC6>Hhzw-ky>e;`he0Kk{yigK_ zPA;Or+m@ceVtmG*&l}Ed?`&Qmr!~Z-<;6RxCO7q&^8Y%#WN@@TBimk@%S!GE6}K z`+N}nMfZgUfns{3?s4Dc4`{yy%F({kh0A|&$d`-1|59Tr4kb#6wbza1wqnnWm^u?T zBnyzMvsgyb-0<8)bqu=yrZidk?fM!TI<#<+i|MQf_$eMbT>yv%1L$_Yrn1WI$ z5*GTd5_Zco7}^D7HrCL&lwNq?gxSF`M3WevNSurqhH?w@a|8!vSm zlPIlzK;h5Jx5&hpjNg&+N0D$=v2l~3SM6#(blf99YW#=qP7u+a0ECnj5(ba{g@?&c z-g1{W0{S-`TxE?$Fb*Zt)_F;}0DWG_XDRE#y;X-&I|u|CI%;+>rm|i$3N#BW^JryY zGXFk0h!&3C?|`=7UKVJy$N2{9t)Fc0ag^Jt2=k}=adL!qjpD=OtJcG-sFWVq>1OV! z;1(eCB#;WE7V#c5G+t_gXGg(|R>$hf{*|TsvP0ut!iL>tL|dc#EN!h%JH{qjgb2ef z*myQ?=qWYmfY}o#TfeCFx3)CMZ%q@kH6@sDlq(2efMWBO@F2kgQn|tq*`Y zQ26CKDgHR82ou40CCq+ie#*WF8-V~IsEf@XIp^heSNw`L_-b9QiaF6Gftk5`jGwdUy4+!-}x zGyLyp?ELGvMv~gR>$sC*J>~D+K67NpLY@myk9g?v&K zFr}>W+@@PHp-`9G=r*)gOTsr>l7VNjnQ#DsFI0Wl;kK498|GbA>p}lP@u4QYHhcXu zzLi9Ul@F20!vSObmp_W0O53~B-N%d(QoF*@+VDY6xHWVEvFgCfo3l5PTm{NOuw08y zO+97gUCH401~E=lB)uuJYnW_wkw)Roa~D@ zOh~#ie~k5<3IuAsUzY!Q6I8wJ?9GahRiC5&x}SB$Tc(&)quk1qWH4;f|LmwqY1~A& zlI*0?RHjv5j9Ue?P@gfDU^2NW=I9yeNVPEU`JU%-mjC<-xgUS_zd*dt{r$69=^t+5 zslt>g26VL01S)Ydm0I21KMaa9^Ri+#^ShksZf>%@vawMa<9I-WV>*g{GN)SpXeFIR ztivKQZef6+;E1P}}hSMVvmF;Lt_#V#C3GJ#sIrJqv$oY#x)_nHzrLg;mfbJ}2Lk z6Sph1ig#~}YYgBoFO5Ezy&xVrf13>Fv`@iphN%OxSn%$&9XZkm(GTGN5t_Sd?Z5=` zDwEzC)@tF*CAyx8rB}9y{7l-@dZ)*0`@L2fMmqHdH zVjV7-vgk)DX0kL4i%h+D1p=h-J98o3Acq)ANx~v$tke+Z1qBXN+E5z1394xeuAzEC zX=!@^*If>Uh%32HDlZQi@5`jP-gA3t5vC2p%lW~;rr$Xb9my zm$|(Y;RuLui#3nu6<8dDZNR28urnK;E{-;tbe;+*iabaYHE@XOF2tp=hgH3fQVf^C z;up>U`68O)MR&62vC-u!I9N{?N{-igIZM%PiSI<=F_9Ja8dlX`KSNI++eC##v~i)Z z%rilkPyWSyjE(4u=n`ZTWOGn3P&QQF)ojpv*p^E6l$iQe9y$WeD7(&Y%kTitwGq<8 zMWY4X_GOqPUkYTz0%Q*hFBM4 zGx=mQY#J7Sg4Uwqz>2f%C_0oNEGK4vteEl_v9!QsjtC(yRf1B>Q>P#FMv0~ZhRPN# zGuZ^&O^{H_6$&70)fGxKpZJBAC(wKS)%g-5_KMqBt5rXkg;loAQZ-!t{f<`Y$$yms3h+u>`1ig0O<*ubB(Tzik|h9JHeC6DP*t z8${@FRS-VH{&FY7z=(oY3ki*2qpvvol`Mo%88sP!FkT{5c&U`q(E$ZyV1mb=+)q>+I6sP>2enl7+S=O6 z``QW>QrK3&28*;@DBwyllA#b%D1$oW&Hn+hW5uLzL~{n$9iC#^8E!sMTu+F@goC07 zt=lw#*q*tzTg^LwLOih^7#j^A_CZtP8>rY1ZhY1F5SUrYAa=DsKgNKCk1}6o+4ZT$ zv&J(?w?xuQ$4lq+CNeVnwCmGHQ;BgRXUP3u;>Q^Z-e4W%McTe#^O=ez3n6J#BNnX% z4WtA1LugzC+{j}jXNByy-}+ufdI*C&o9HW2P%JA_N1Yt{Go#)%0PfiDcF%8RiluO9 zc~A>wa8dH*4{2tRNfh5v!)NLm1bK?Qm~(Bt`;NIdf@FBBvS}2MXVGTSoDrNe=RXO7 zV@skLsMf{!IzciXk%#&Dhmny+3kg_JIHaId|K%s7s#i+OIjE5{!~&FX%iorI-iRAu z`AWqi*uBe;Ml0i@!_^|Xd3l&zBJbj(4H9ofWg@cguzKy40BIq~P2-0r5-tL%C79%I zlBub1?;6+0dMI<~ll-jBe>72aP+)TC7-K0|rj-_$SX3n5Z+l}YC^1%JzIGK;LD}^b zgbZ`i^gtb@L`QkZ%#(}Zhl?{(RhuBJuoEH2WM)$0BvD8&+F-?~!TT^4JIN_Oa(tvq z{bF&GwN0Uq2iQh8m>g7ugdpfe=f$AuB;ww^IOK^ANgYI$L^0$GQZ*1LL4Vr69W2;@E?Glssri8`Arf?U9>> z_aHtS4HKP-w`+@x-+5I2)+jtHhemr`QX;2DyLx;QmxeD|Lc&Pjc-X~d(Jzvq{b`Ay zFB($Q?|?7wDm=jn{DT(b2XRQasn(>lA5(uy=~zW)X^`cBjR~bXEiO(GW`V49se(+9 zqlj7z0;MEPwHRV1-W&-$Hc}7<`-nubjDHf7KH;=bwn#&NLj35P5#g(`kuwh^5mq|p zLF^?n`p%{3?plRjtB;nWVnas3-IP@R9!j`820$V5vMVKmHny8dR~Xkyat`BHr6nV> zx@#0pdCqF!E-~R*oAW>jgN4mM95pHKx`Nx_WF~ex#@#5PA@(7Jlkb_vW%TCdkgr z$ssmc&r-KYkZlR4)_Q|P2ZpmRP>C35YYlT?4qaOiB7D>K5Fv<6Tx=O5>Buf(=HKnK z*cH*LKG*8LNrC@N#xn|wN9rRaYfG{L_{QxXJal=tUq#Vg!&^VALx^1;MdXJ}X_vVK*Em1ikdLql5V*pbc@Um6O zQ+He9w!-@T$9?DYQlW*~a4uH|TZTUL{p7xsur*s^D9TbyPSasM{~U;^gJ6{iJE)@7 z{m(FcXLp+3Pkn^_;r#?r@4gwwlc0)4O4SFF<4UIXRPv@<%l!?>ij%l%Q04C5fuvaf z2Ap{WOwEr>x+!!F7zeKUL3SCoK!c50;%tz;>FCp8Qd-K;Ck5HK!e|C}NQ+9qMS$?A zX7{IO(5>!K2I4f64Tkv*6mKXo7pe!VH=DOgGk&ixF$wwY5_r=i1=FFb@u>AT?bx29 zj6G(Kj77TKFDx6p7$}l71)5lpA~UZ>o_e_h1%p`*v2RIt_OG z?EiPOh@D=+^6q5^d}|MUV*HzLJR|Qt;dY_6rdW#+nB_D^aHcoi^>PGCJ^Vt-sBL_G z(rx;!8DzI{;k0@!>MIyvs|;p})@4Yb_E(;?Px5d+gAVV46} z?Vm!{KP0?1e0P=F{guhu8lH_*Vhgsi9d)vwoAJlYoL2!FYAcapz@BM{W z(O;pmOI=3bZjn3F;AV-(vN+<2o20$l1916Jyz%D?_>{(!CGhhp79i8RmN(gEK7I)3CPzmyxLMhKP- z$io~jpiW>Ml53VJ7u$l7H2Cytfjr_JV(5@uR0V<3mey{Ii71MgglV&kjv!=aiJsx( zMn!)67{bO$>5@NU+#_8wJ;SRmN8Zte(+-)#d{CAGM#oqO84#vn*Et)kECwoH;R<(9 zFukNlprkF5VW8|OELy2TB*yz)ETTh!1sNzQdEwdcT}ddkkguNhBIxkaG_b8v-0c3V z&i<#Dd)p^}Uf-T0gkOBk#~*wim*oYpFP2SC0$2NI0ObJ$WK*$)l#MP?&JwQEzr)w0 z9fU?e1--M!X>rnRU)bS+D_F}ld2_MDbmOC7hkDU@Zu2{R(2@@M?RWFt1uO)YH-+Wkwrr3vcxatz%?Du|DTd(3Y39IQ41U$`9r-SX+YG4Y?q=2vd zj=9qhb&0g6ysO4__FZgiQzQ%-bzrBGi2zezwP5(F-K6Dq;Ai|qU036UQ(|xDFM(>y zkbo&gbK2jikI%)AoI8SSr?oAQ-hfNlGX%o{X>t#?bqd`#{=>KTZZ!ul_O z7uBCL2c_nP*cg(}S3&A2g5-F@_C5QylTAeQ zX!raj`{~rVaaR3NuG17!08T!dmHiG6Y__x2^h;C`X5JjHV|gul^b?o36}*27;5B^| z^~F5(a8j8{jWvGD=EJsUY_sV>t@mK%{L1tB$H8MlUO8Hh4io=E#$|1{b2e%mLI*0F zc{lmK>#zG@3JEyLLSq7$N=YPSRn9x+_nvUn0e7YJO%b;1_Io(WzYee>4RWgvfXy;` zgx0@>Kf6lygYr8L{$6YAk0K$*a^bQt@U-F8Tdb-E1jOVi$uCW- zCP)VUG4TS=e{Gvnn~xk^5EmZ+e30!k^C;p@W4V^iPTon|DEvGlBOJ8$oU}Uy_sVQ$ zTiN3eF*DJrgLwJ8@{bd1C0r{LgUd1Q0)LR-8b65skXIA4bxd&SQj-&sUlg(PTQdKJ z`h*8Lpx`_vx1;XvtLw_qzciwD({;nXhK97Lx7;I+=R)B-RC}!>koGnJ(EjYMDO%;{ zkJ(0CLxyUx`pKKTVcZ|w^e;C9Su8b6?*9W;K&ii>h^H_pxFR4971|ftrP=)Rb+K5Ce)?g>eKzxa>8$O_PgUTwBj-8q*EM!dg5N&7xRFY% zU+?m)$4CCL$KlN{UaenrhgVm){m#vzlobXxR%OnxkL@x&~xw1 zs1Emat1p}B&o8d(s9Z^#vf{Q+yvAGP>UmD+Tz_~JRZhC;fn5G4tFvLVDh!QZeO;T@ z;N|yvS6pt?5zFbfKPOflQcPN)*S%+lo+)X$(t<0KRio8-J+wN5^EZF&E84zxt~~jC z?|}rfGwzocYmFSYjArGXy?Bn3y%Q|ddkT8O7*)nH5%>P z_1n*XbZIcS-OT1rA2;4bJ7CTmzwZ4{w(Yt)G4?`=P6BDf+hrP6J9yPPzNg9;P0lP@ z7IY$}h`GP&kaN$-*zbQ??5N`dEnfB6T35m@>{3Y|8G@T^SUP*-nHL&uC(Et|pWyfs zZ`&Dp9?31+$2nY4xOJ)0{mtpjrJBa<1C*FT|Ln0V~U!;8Sl0+nxPPRg<1R^;gNrn5FT;CP$-bjX~IGQ z{^xB#O2)r}Vm5*Z9a8U~IOOn-fCa*a1sgH56b6k6SeAvL+5ddU!o&SBcHq$1fdjDv z_}t;1Z}GCqMn{`t4)J8&OwYYPHA|yl%9!zy?Q=X2ogrB$5nRu$7SL56n@84;Y^L>C zT-rt|tGB!Z%dvl^+{$DmhNQ2`4b+Y*-R-)wec}A3mK{FFsRn}5`v>)pB}tXu+dBJd zpc1h?Y}sqJ_qdV9uMSf@Z&Wy(p4VJsgkO4i;fHI{A12N%Quyd}uGJ#sNKA+sXMbU^ zjNvWY-+G@vAv5mGP2A_I_lj|`kh%O~?&R*i=lXMG)!cvlboV61w~m~6+I4<&SC{>! zHTPE>Uy(NEzIA!_yw{l?sY>sQjAy^dnPhm(WY*==)&uNY75K^J$4fU`tZLfDHTdN2 zw@JfntiUoRWVO$^oiay9Yo%WMcn+Vo{!2hlqjyzyZh9qOBVlZSqVA~%9bJpD`Ib{B z+(<6pd`y2?tK?uFE-p2y9T@p4*T z(F;ATJc8o|Jmkw)To`kE#s9FiShR14yhTH{}7w^TW8yWD+AdFI14 z>pR_Ck&?q3S~~p;O8Xy|g*~gzOIgu%w`oB#j&#s#Lo6#gumh7`OAIDXz>klI09Xj3i)6!ecMBJKgQKR z1Z9889Z$UBL>w!}{;V9){pp*MI@V3COjBfzFu0+QP(2FW3a6#H{$CG$fZqbI1{yuGAeyeYylF_Z^gmBFrw5=na25;UrW$VhOM0!qj zXn>J{b*~`)X7rkYi#D&RS0`0DA1wY5@i4eb(`;YfywKE~mFt{5XEf6{CpRfgQ~rNo zHD#T5W7+q}=hkE+y&W$nkJ)$oq{{MK%V+H&R~#mDlC(ZBSMJYAShN1)wQ)G7@t3k> z&+k1*r0?ij_-&!lmcsEi<0EIe2CGR$#LUUx`eMyT{>BeZ`cL{NHC{05jv0HbtyHJ0 z@$m=g(rvnV`EJsaY40hSchv-J#b^ybNv)+`sy%wF?fCtN@)=%^vn<$) zb(B_@f7I!HVlYuXBLDd8%!M(rC8rYvwnWl?c)YGP&xYw1M&nnweR{fawQ{WdO2?9A zZMNe>iv{z%7o-VPf+ysqwLJLH`(B}FyUx?!_vJOdofmBP+@HKN-I}zVbd!HnzEn-_ zVo=b@o=3G~2p3!I>ZEnwJ_$AM%==t4cWX0rx5(+j><@YSq^7yZZsV#oLVB0WckHuq zT&`+X+q7p-K~j?DHl&7I8+fHIlmRsO2_&2O9Ryt1ime zF>|q>yNe@#%9S0<{Ha`*$nS{-)fb|p7hUmQ!ek_Q{?6hN$`Bsm2o8pklr8^t;QICB zz~Ntx6sFXm@DUlY6rM$w{LKsK#c+(jRY1z+xJ|Dk_~_F-`!0a*`jwL zIw$p1htd-yMB)}Y%MbA_9M9GL<;QsW{_%fSDH_Ms{!`EP6@Q|r`cJW$z=I(l=MDSU zoZ1~bM~C!~HQ(F#e1#X;h9#|%bZoh^@7yYLQyFvFTRvghGe{4-H_5-w->wi5?{9Fd z;)Ri(>{w|hYF|Y9X6JvX+RY);9$v~Kv@GmqrQLgS;_A^&UF-LIt&Zg!gb9`3D^H)T zZ}0kkIURcN>in*d;-*P;QFQ@*?S1Fu8}lrpy7Wo!yPeZVa2izxXHNS4*(_DR*L4|` zk(c&IZQI$_$JYz(wX(t=aXF!Bm!wfr`BJVS$G*>hOqa(pMZ14P-w(RTWKEiJX3?d} z{p`oVvKJ@J+CVh2QO=pSXZ@?!N|~>7^M6nLY~7(8$&+3LU#;{Tw{R~*t!12V^E3m0 zjjSRbP8Tdsw1?-2#Ny%PLD2}zG&lTb8}VQNrcJ^o=OK!cCP^FqjUfyg7fXmN8SKIF z1eO__g&uSMV3B|J?WvP?d+OG8jLVjfxy@gwvg1_ZPg^F`R#@)L)ws-=c;(qs^Ab9! zYo_X%DCyPB`|#lT`?tx5b9ZRHW`~dLpg((XXTAH_MdONFwsYriGi;hLKUD7E{pY2t z6r$hQjcQDIJQ&+8RWxPy`>BgpkN2LlTkS2b!q7F>LF0e++pjcoP{)kKRg}b4d2!5u z!cc!*qFPwp@%pe`x8DXmv0LVR`umdyZQpqVZNal|oO^yej}cMRw0O(APs<$6w$>!x z9Js#s46T4g^l6)Z=KNW;8S{!hq_%HpqF@?cjL-u+)@x$TS(~oB@gS$&F>AhdNFNe?-MXlm|o;I3eFe7735X zmnFoq1P^g7Jfgk@?uyfPc(hL0yNw1kX|PK_u1zI^StPtVmB7yIMeX|h>Z-(+ME%{R z=;VdTvS*{olQGs~=xa3BWUE@k+4^1EOmHMFY!w7DG%+}rVUGkQe=;~W zI5aOzWo~D5XfYr)I5agjK0XZ!b98cLVQmcxc%1Bf33yaR*7m8}x6_@yJ3tcXgmh?< zfFXn=KnNh|tb`pBf=NI~*g;Vo5JW{_lmP;WsGuUF=(vsJ(gf5XsHotM%jmd`3W|<8 zBW}2$B;DUz_tZ_Am?-%D&-XpgfB*j--uu>a>eQ)I>#gnw5=0b@hfdxxCFR2@mJm65 z0;v(>Dl)UjUb@9jBrZX`cE*Cbg(D6|FDA-ZNM!wC#*)SEyu!%dL}R>&m(E@|XMy{U z)cr&`bBRJ7bIxBjJ0^Yk9Yp18i7vc;?yS0*$7dvWg{~%G;9MkxCWie8fBpRt?>TqD z;!Bp?eJ*s1w~5kkJpaNOb)A}jyp!mu1fp2~g1Sos<-uY5WNHWussVeT(mfF7Cnvjye;Jy{$bX_?pIAl-9ynH$Fs7fWFzV^ z|K~fVMGyU+LeW%w_8xWhf0F#>HG8jX%4)vNy3Mv9vUbvlKPYGYruiE&RiE9I<)2{P zW@rlfgpHLc;a5-{{5qU0DCwX~s)bj!81)LW=(DwbWF@=xCTk86EI57okL zp_-;!H2nyL1mLg$*9%`)xZUI?I;pV@wkeucOXAkUZ=v)Ft4p?2e`=?(fbo$G=)fwV z9GC<&Dr5rFfUUrNO6DMt0icDH0<2Li^QHsifOC}IWWWxD0drN_ZvnOh-eOR1;Orp4 zzQ8-DsfU8v5Db~#`83MPHrJ}~D&|0hYQG1#rH%Ylh2PQ(Uj+t$UF~; zAm!6>r`hInPE*dre*$1Vuo@T*%vR~6Rr+RNDX>L_hp6;2#ZqoJuwCV?1L9P_C#&$* zGq5E_g?qQbYSnL}6@E+C?9-6x95fa>x4~wGxvKq6@slKZ^&JyuI9!McVBOk05@rDqF7n^g6S^x+n&>GA+`1%`h2#C7#xKo&bTSR?zdvTcqGX z{F5Ng0_?3!f3S((3F0-%w-PnLNWFExkmEK_=XF-jlWEG|TUEZ4GxrKPPg0bO)G6nu zT+_mozhvEM>?b)N0w@zmR%@l4Z~6Lc|JN!!Qt4f<{M4J9sWGRHH{#m8`Eqysm$(!{`d2^p3y>+d=FQ_fwDt)F*o#GV5 z3zUxKz#+iF^#y(g&jYRq((O>~G5cVJ-n#$Dbu>=-Tl()}WnZ3xY)`&w|3(!at8~Ap zx30O{e}in@taxdgKFSXYU!m+OQ}q`G~m4BrFdcmgc4EmlC*v&BG^s;V@Z4t?!j~FfSM;UTWH|Dp3p~H;R zsd+7F=6Ty(2X?nf+p3V#3PZ+>2hT-nlXi|m5$~sgS5$Z}bIba>pcRI0Gu|ezC2h9e ze|pB6t;z(anP;Q2Rv0p7T*~xE+OgJf3$If+5Bb}G&s2Cnv(cAfib?hHpbo~*ali+R zQF7Tz_jDdF#=Mr}qpuoUa{kJF#5_Cn)Omj1qsEL}Kjplhr}j%(N6atl6>{%*QQ@RQ zw!%GaV4gX{f@FepX*uoa|Ln}dza=Mvf6h*)6aGy(*@me>kbBh-H734;%uoRS6_}4= zvVxpTaxTiV%tR$4`>9E#%X4DBVwraqfPNCPkG^F&`jPuwWOOhd z)G91t1bzxiGclVX*LQ*WCEi8&8->%XhyJc$u4$&-*DCzP`iyhs@iWldwmnOJeIXq-meaHi?>AzALXLv+s~D~@PoYBLY=toj-4sSC3{{9y zh+)v5Plb3@*>FJ{+;l1e=-0qM6~D`MwAlXy={!bScP`hmtTW%4ncy4f$~mG zH@NLR%cRrvg?V>0O>xh5WK7-iY~8CJUz=;v>D&{wXY2HKWPjFZ0a1BH4ENE*7PDtjd>T ze~5y4KeQOQQs?p1N9Vb52II8teNW&E70y=nMYNHZb;xntpZ5c4V?eE?#{O`;HQu7L zo&2^k!E(mBA$hdw^R4aMf7*iG%0ENejGgUVR+#Uh@;xLsh^2mq&gUA*Ym{7q&S#qs z)j3C=L0(g5RJnJ|)K9r{GWNud?$+dZ4nAWBpX2I+^h`L-{@S8=vw9zpcRU{h)0tb| z!R5G#)%n~Ne8*(oeVxu7TU*FARo)-{Q9t$0$n=8*eCz)rD1Cbyf0^z2srPRk-LIKv zRC_yl9o>t{c8_P@821ms?KbDvR^|UYft|p^s+@TzyIw)&n|HhB{qAh#Puc(T6y*B7 zG)PXCNl>!ug7it7%sZCgu;iOnd*xa7hM;~@F!njA;}6Pqx$b8xyUT;HI|x-l;q7|s zeWOH(@`c$CnJQh5f0qnpOSbZrxsQ)h`^624Wjp1#zE$~PwX#v}sq!82E9H+XRh#+* z!5pKq?g$l@>(+H_S70;4*em4zlcf4n)*;8BeAn5d^Lx8&$9uqEb^hK#+JA-Kde83G zTkm?L-EzH5SCD1o9hThl_&wNIY6WncZ9A|*#|0K-@Q$q=?{(ybPJuxX?9#@b)MV-Q>oqf^9R> zuT^!C`X0c%{|;IYjeGCGdh1=!X{_<$0frpU?Y^f~DcODe{wU--zPgJL1;0eg9gK;h zUqRdN98ILOgKiz5umiNUqa(S(U$LV-q;`P+t{ole^>l!a>>JeqPS=i({M@qxbY#ca z4$#I9f8k}cj7j+&&P)aM&MegVFyL>MGrlicaw?2U&p<1IemA*2i$NXMZ$}LrA7U=M!kDIZte>czNa7%oSilcx0uAuhlN@iQfWty?y zG~ukQq4X(NDhM>F<;=J`Q!jGbnzvCZ=RZ`x_df}5UG`nR)P zEpeRtn=61jTkUVgnV=c_NE3Y8yf!F&KTxgOkuHDb0_;Fo_7C>o<}pD!aL#DP{?UYU ze_``2z|C#q_bK~5zb*T_#?-Ie0d|PApz!JZPNWS2kE!r)eIG6%?@FFMv-xJc*AD={ zaGGW0d+keS*bZ|}C#gH9Gb!6OsLbhnZz|=V`N4cc|vO@T#EiSIzHU z9V%~{g1j%2>w)>*s(F61E5DCdn8M#he;D6KY*l*A?`ln5QZ8ux1VK3s4-Hb!WqgRj&^kYDu@E_0V#Uxo&3KzPssPMymrd0R`!_hv_hqu z@2VAw$En|F#H)DlZ`8~?<74gFq@Q}9F7-}S{X1KgFIN3$=E?88sP8aEUzI;u-QVM!AqKHujWd~7GXG9e zoFg=PQw$af2<;F%sDqDqLCjUbzXz_x^YQki0uKdV?MQ?1xr~<4X5%UGf8YHqpmB6L zd8m|+#G)>|#1dLnsBjfpA)dY%b-a?8SyuG9cw;`o&0Jj}(G* zFR_?jrz2?d19Xzkfrj-oh(^*nJl7#Sg!1tG99#!pPb-jD3M@tG8xX$%Ig-~QO_m)^ zH-S4-8Ku$)u|n7>9e=sde{BAxKqi^&=+i|sl}gaEbE%N-L;Omkt!1dG8`6hUm|?iKgKUipco7%@PcEh>N6fq)Hl%t&8u$9Q7kifs^)uIrSKfu;W7vCbGioCEe9-&C;K|Sd#>Pv&s8wFGh zua2OxG!Y(}M)T+j+ClfzF4`lqG@rIhYfLOk9FaICaeQKVVpZbg#O;YY68E|t?yl~I z?q%+E?yFB~fq-E{e+h$UjJHdBFP5s_n zqhJ4s*0w-+e=-tUT7qk#I7JxoXv_#_OI@+X9P5g?$5pp_ zgD^9%qSf>#%%8QG>GhcBbh~S}Wnh8}1Z!GpyyM4!u@E9Ykry7w+ zM3R$Hf5Kf7KeyQJ6SeLVU+I#$^(D2%(6=)@tjJR|D=ecA?F*GkxPHRFxFFl9Q{AG%7N5`9g|(Hba+tp0t_PyLa~4U%#Qz zLDOr~BW8ML)=jDMS?W-z-cnLuzsBcG_x1J^fBSl0`f)s(Jj>U|Q(WRp_dwaG@|FsO z&zj=!xa+?s81Fgu#i=QEDkUVv@jc0)Y+{R>kZ*|iC0f=ddxV+ouD5$eRn$w(9;J}nm_BH6Na~2X z^@C#iV_ueGY4eoUd9Zbr*4H%#e^ySf-|6+%FD$8@J6P)QjF?&Psi+$2GE6J4TJE}3 zRuw~|#Hfjd8GW$u6z=qhwG(!F#oCIRsyz-O_u7e74Vuu3Y747(_C#LQ9yb^o4s0WqQ6$&*$_I znQp_V5U~Qzkqc6Ntp|$~MpG5J1dl_DROxOE1SVD`A95Y5PR2N!0@PIbLesJETT@0t zZn#7(l85_N&Zv`iP-T@Ye``w_F{2t|)>H_Q5x!7p2vr&&QEHTtV-baBpl{HDM){S9 z_*Pc?s?%kqRr9KivFz|snP)J%opoAMWks3Q^)a4oV`5?+gr%&J6bjp@qKZ>oh@!G; zc9Jaume24YYeuab-qvYG1;#lqq+u>jnT7RGPn~5T%%w6(Hp`L{e;yg;3+)Sq_$R~R zedT<#rr4^h*?1$iMhT#9hc6r!r3SfD6@Yh;HA32ge`{c>6n#>vnb1h(o=dQ-NTUr+ zHe~xEQ%2Nb<>&I@Nbw9Z3)|%a5w3I`;8dGzc?A4!NtxIfxZATVIp~wo$0K(JIWWn! z2Lqd`>)R&yCZ}igf3desjWm+$>+O;47hr$cBU>1WjoPgZj-g47+AR&yrAY-dwc98| z+kyA=!`khb1^bQXt;W-h=So0R@r5n%g(x8?Q$DrrD1S3mYTLj!f&WA^wbjr^c)9^E zPz$UCb^!ZSkwJRZe6=Ywz}J9<#^L#jk$zaa1g5Sup3{sc$)~mi8kQP%EJa#BJof{d z5qAJPw58sqf0jRpf}{&AnMoID1xfQV=2p(hm|Zz5V`k-yjOmqi*|n8PwVAcrwCt&s zn`*@P8u3+)aMbjxsjab0%BZZ|Uny2rzFMhG%&4e*r9${B#HI@2s90E`fomm~XH2LZ zpE0hocAQ8WCyFzQDho3TD!q-`1r4FmrF(D+Kd&J>e+lvPb|JohueJ!bdbNvoW#yJ4 z^`eG^9peX&}=8rv6MhOxa9XO#PTLnff*)W`Q!8`Y@$4oyF9fsTWfkQz}ymQ%@!j zQxB$Oet1kM5cs>gaIHIQ#YorOz}){OtDN|m^w3cVv1pMGC7!{nWC5?nIf3N znZlStne0q9rVu78lg?ye(wGDj86*Nsex_!oCZ>~2KQsNrbb{$erXQHTXZnumIMcUG z-!Og6^cB;WOvjkMVEPZ!znMN~`i$vQrhhSgf5P-J)6oXk5YR_VA2J=}o48FulR_I@8~oUSoQd=@q7znGP|%#PlN53rx>5J;(Gc(=$v5 znGP^L&GZ!0lT7=Wo?v>M=`p5#OnaFgW!l5k$n*%)!%Pn`?Pl7=)WEcp$;b3yL$@N( ze*;YSGu_AZH>P`;{>pR@)7?yWG2O{@2h(4eZfClUX$RA-Ot&!onQ1%I%}m>vZeqHT z=?12)Ok0?)XS$B*+J>&hpv_FzFl}PGnrS1`2B!5)^-SxS)-tVO`V-S?rmL8)Z0MQ? z`Xk3yHN;C=$+Uv$3Z~^umor_)bScv^f2K>AmNvwV1}$N_m}xQ7BBnnuUBtAI=|ZLp zm=-Xd&vYKse5QF!bD8Ea&1Ra#G?Qrt({!e~hS(ZVEz>lnsZ8fGO<|hMRKrxwRK;`- z(de%MDTc|(chk*}(_ks6-e**6U?*MNDZvk%t{{Y?qUI+dTyav1)H7@BD;AP+tfAA9UBJcw6 zJn$UwEbt6)5I6ul4Lk)r33!k0k19xd0(cy;$AEpnUf@w+56}oa0z3>n1ndTO0S&;; z$SFxa;6dO4;C|pf;BUaaz+ZuTfV+XafIERZfWH8@1GfP?fLnoEfIkDFH3s&3 zYZ5a0l_n)*CTP(KNeP=0ZcTVF!MegF4!gc`X*UkFcoHab2f%)yBuy#%mPsi{Bq_sf}M4FV#OBKe({8U!0INe|3t39$)PKSdC&F zF$-f>#^_;4-xbpx=WpaYW8%7%x*h!-UWbJo*EqB&nd`_NVC3dIdS{eIM<+#VQTOxGVJvl;eZSiM5-4pzIf`Q^r@h9`IHZ_D1C7{5*DSa z4}y!+7cW{&>Hjx;#Q(Md|BD~=AouE`MG}kgK~Ec@^p@_He`8^h{207gjtmyU2gAcC zt;(jS%P;S2=Ua09Q-1Ny(-pLt{z^~KhoX}hB<6`Vw1%#yz4R14L+{X03W(04Ow@|2 z&gdJhc0N`Y#S#Vn?Vs;o9q4WS*8horN=RHF#QK)?6UzzCv#zF2{zZY$A@fe4xBiNM zN`OLU2YLs-f7bHIX=>0fqga_{oo`)jZLq#>8SU>PYp~t&JItC&^XNhD@(I5L!=4m=W2kBXQo?f6A z=_NWuFVic~xzETuh#q?Ol$_m0oqJkpHT68zqUpIdx?ZK%=ym!By-9D;+vx9i>7Vo- zy-y#|VLCz|qW?dkf6-_3Z~BtHrf=vteP@(-17*0xhla!#O4A!kS6fX-=@`aW43I7c z068KTf1@o=MKL;JNkisq@SsY{Mdsup$n_9qby>```*YsK|ev_BxIV&k2x&mEQVx=u!~R;rt14O zc~d${L<@&-8olQcVIo3A8sS*cO}Ip|ND*mbyf|BAiGk?R5n`msL?7oOJXj1fdbm&& ze~Dr-964jf1W_(7LZ2@bi^auab%*nE>o1eE>Eb2rM6=)4vWj8;UuQX6{w^c%HBG_a z)&5$!5QGd238ygYj}&e#B8Szby&U*KydLr%g@?rHT>{^o&ccAzCI))H^e@8rcpWQL zj8$5z(^x#ZBG*DTa#MervX7F*6O>Mof1+l$!(s1cdt97D8g&-)NdBLcRo-}A>$cMs z64kF?s^jL!NIhh`r65(`E{Z6>`Q`j$&OFDln7quF9UmMMneQL_;FzQN8E0PRu{Vxo z^%Kryr-9B_Y(!yVeqB*s?jP=)mwm$7JuNo2S9hngd#~8owC-3?fBwYkIyql=p8QICEO$y# z>T01C_DvepJN|~O@pGH+h)qp&I1*DKoZxgOq{-j-=xF_PwBANxbdx;MR91P@!{q-u zX$#dXc8l%~vD)ns;bEa4c!j;6f8DBSmJn-!%|>L=bxRS&=jUWPb24)>^K;PXn7lzb z-NqctcE*Uju9-PG-Qo{rFJE)ufKZ&(&*hCjLtR<@s*^3r77xaz0GF5f2aWtrTq&x= zmCeuICngEa@0U&2)0=moMU&8?EVL+s;;4vQv=1${QY5W zZn^QqgVU_8QQNZ0BhBmEwTmDk25iQ&Yn?k9QEqX}P>>)yL6hA#2A`a_%2;miN zx7Su+R4wa<17KM50mp&7e@xi+P{&fzMrU%DWTyvD(ICF`$NUU`j`DAPq4{&G>s5Iv z51-gje>h#t_3yM<_KNS(`{CmIN9?4B7ljqr@apKrSy@ZcvDB_>s0Woyn|iMF zN505>;{e99?8n`wTSoSuQ(BjUXO7e2^cVl|gV^_jme>5O)zy4le~bM26WF*_{x774 zjTOpAmXI(JYK4!y(P3c`k=C#y_98tTW2b<-Cp(`9T4wVb2OMu0V=KH}Az099fb^OpUm_L4yY6iuv_9zEhq5|ZlMC&8g$J`YN_1-QT8oX&ZhrF^MtNTIo9URR&tL^{8WVLdrTz{L z<~q|OHElq5>C`#W z;thW^@EJv6CUpvnjtaL}BO*d#oOWA*RgkeFqgt*yljqZ~&dy!GL!r?mOPUSaV2+%c z{IE3n53kD1SmFQAh6Wj-cP4t`@F%|0OaB-tn3e~${;z_ch!%ONPoI34u}u?-kFP|k!dPBjr? zu?go|>>=*bi8F?bT{6D+*~|A{u{t(ue{5dOgXJThm~+wX^RmC&GHlYouH#E`E+|~x zBk!!ZzU7Nc%Py_TK07VHPkir`rxR1tC#{;)JW@Ove^zeNu!4~#(m(41U+RhS%@rO} zJJHVY#JyU$JpE~L4V~>>8%35kGlF^=-ll;ZuQT?h`U|g>bd}(=7x08pKaT^*u&aQhkIn5lx`*5^V zI4sW2@`gNeJna>^5bQ4cH+U`Oe=SQ>^PA`wqf?(TnsjF6(9)EUkk->|Y+RSrRJDj{ zvYEM-C(E`?T(G!s>;^h`<$G-oA>enk7*ilF&FcAUpmLjgtX*Kqn{TL0~{etc4CEHsT~% z2Gko`^=-}(Rf`ovo@jQ+f9{~_J=S1Z;_%}ioots#95jBA6(v8S<|HGfLPurOtb9CV z&G)^!+TCdTF22&}EBBVHLPM8T*in(b%R~Fjwc7^Q-gjbqnN$q#A6^f?o3;)O-VAtz z8$2Z2qR}q}0L@Vc$OPT|9F@zB0IzYUW(v@b))-Sy2n1gD->fZ3e~er*N^8bPfG3Yb z!4LVMM5}+|!>nBjMX9_%`iY|22vI&~paMXW@vhAJC3M|0H+bgEUzoFI;Lgg*4ZSOt z|8`ZuCFqDu@y@wLM%0;GoE3|z(v6ls$TSL3`R2im8{XX6Tyg7f>7rQ$*7d9Sy9)%# z)NYUrtYbE+k|Yffe@V1Pi8zr`nPSsOhLu{m+@wezfDpx%IBlAyXyxJx!mdWpV`H`TWMBZz8yZmtp1)k13jfZPj;2B3tc`d zIH1rPgN>1=2jeq|-w!^z{ISj)wVc_Ad-ofdIRckJ4vIkwf0z$G=SMGB7Me8x-`__T zn-z!Q3n;y8h40alP(~;VZB8^bwV)c55NbNxxnSDAi8cDa)iu<~a!E3pQKuB!#e|X+ z*NN+*3yR+{-d*wr=SN(VJi0w7z$Bz9v226$oik+-`j$UX(en-B*!q;2z0pXJbbD&u04c3U#JMf8{W%poDN$E-0zFV{X2udO?A+ zD3WKf&J3m%<_Ar#CC%;IZtzQFeIud5sKpz#CA-W?gg}?>Oed3D=h=eg>Fx7up-SXy zcc5X%p2!GhCE|sUixjRJz0wL>m>D;*CR{Xg<4HiODzLj=yE zL?t8_e+!8(H=v;K-FI?3T{k_iX-$)d*!8=v>G6%!Hs4`MyE-!>Ql_-6unhovzt&TPe@)GZPfb|`X=#O7CR0{nT3SJtiMhyp zN|>Q*_zUA0=Y?Np*^Se3k=!8SbF;`p~)XAOkcT_=y%85 z+G#h&SByU+FFov|Gc~iC@#AB=V!RDu)FKMi$f0}% zy{`v4U`3BoV1&UwWeeNPFis)Iid6@H;P2O%U!pws7->fI(pGurp>?bKHk4OwKD74c zz71u}x;6Cdg5*0_7SE1a3Bj#zfBd|ue9P-wZaaQoW5w2^cm3+u!5M4HfBi&Y#w{#A zW_koEtZqFCZqk<|c3|~NF+tvMlp^MZNfa&9w8)yJ?aql5n2jO4+vC!ppZf4b&OEN_ zYm#PngFT`8ALh+cG1EhBV@Km^=8SkH(}QeB4orx9ElBW6BjS|?m}ayt!9-(6)uAunipJWr`$dz2n7@15fi7#c=()yVpEK&KEV_VEc zMG^h)ClgDi2R0pd7I=-AT;BHY4>k)WNg~&9H@SHdyM&-0`2;l@K_ghn&yFO?VM2{f zj*#~OsTlXj;ZfFfE-e`{KdMkyK@-uV3({f4+{XndX=1mf#C085)cY4RiEB+Y~} zHP@csQ#Jgd#9Z3g5p7)8>LH00v6ej3tVMX{JnSj)nZk=7@5bo&Al`oxp$~w^c;7c-QUtwnqY768fUtF%O+f3B6t|0`i+xcI^q zVYp=H7|WMfp;G_p(@d=9VDn^a{GJ^0icE;3Nj8!^*|_P6X{-8MIu5tZpQnp-wbrk$ zb46GFcIEtsV>2G9ufIVPp4T+<)+r8{HDi6FQ?L6EkFz*nbUR%}eYkcWU2;=fu1@}j z)tH}aOiyze%(2=zf7tV5JyFHLoS3EkYO_SC!7;}umq^iONtS4a6>?=W7&RM4C#G{c z(n>swP#V!Znu<`0!OcA9(2B$);eY^Fu9Bz}icktDTzTc|Q_TRjj@PH6$W$h-lbpbF z>E-J>j4y4mf7MyyDDwrg0;*1xmYjw{g!a`#eMBu_|K~6un1ffkz)L(n^AFXwBm<*+ z`^a4Bq0v79<>;Sq21ZH*d^xHam!n#*E=T=DfvfkQJ?jrtxlSBHe%zX3UU#F-u z7adyR*A{;W%UAU`80aq6`{)7ehmMrA=bu$|Hk>bsyw2Zsah>2o94fMiPF)H%r9Z)e|`!z%#(06 zoX$K;e*k!i>4Qy-G|pfh7*QsQ?b8Bw^EyZ}Tl6}IRt$~CWUFCd^b=ZZFzU2g1SFZH zEEcm~*DO)s#z30lvcC9n3XTmN6PrR|3cO+rb z=fgesKC{GJXqVg5oJwzPaZo#M;w!hlv8{rlf8HS|G}mIy{xOs1){ssji6vkuFR@fi zAWO#t9UdP21bsvV^Y=?yg$^OXmU#qxdJ>ExJ{?8=KjaUoJ`CcD*AW1J`Ut$>6UHQ5 z4^#EK;I~XN>0vDJ{IkTylh4I>yw6uU$WzpAWRq#2ftH9wlvA%ybqEf_&j5wO%xAQL ze~?gmOI#^&3=5@7lBAT=D4cGvJR0dLgwpKzafFVgP3SE(TVzdjvg>NjaOkR)0)48B zJoOFp<~NT&UUA3%n^SA5%dKX*s>UAcsBjam5g&0Xj(!K1-L$7Ghmt0VUY97OLSx?4 zf|cD9G2`k?EiF;06e%(plq6xy3S?ZLf6+RqQLuFulU%N#;%tG1MLd*%d@a0Owr$(V+3#Nmm*-|?da9{+SaRm2#&Qh+Dcf41ruS9{p6V3rmL?t)n|$Fm~xlI85b<@f>vuA)1m8%kr@ zA^t6!P26OsnB>wSdhHR+a0ml+uR%#52jbddB62)gExpf)0vNs&XA6QheJ zxJ)*!(S2v z-uS`9cA?}QFitGepa)SWMIx_yYkiK=H23XH?3Xs{6eyMb5LZKIuZVfESB_!D|Fsv@ zkA6aN?(pCF;7%BB%1clO01|eg(Ebm3pB5CGiHIFPTAQVv2Bdje+1!?Fi~-Y z822MXAZ|TMp#ZLyYLiCm6Dk#})iU#u$PH=e(w2>6MQjb8dC&5}*o>%q4x-3&ETU28 z4W-(|_^B=esC5|dc1i`8OnV;jm^{-T*3%>5T5%Cl-dszg0~|1}+>HyrU^j5*3s?+z z9H9irDgkDljdSAOhvUggZWO9qTvF8lGtCXU0<68wC;-EB{hPgUol0bPgfatXMhRBl zy?o3a6WtKJiBgl{LZM}9qp&RrT{0TPNH$kmr!%aFMB*P!jTCZBIw7s!Gf>Ddy4qHO zfyv|l&PEag%YI036(T`bo;3H%TE7HlXKx;~-59DFs`RKP?k{nU|L=ed8YI)jQA%_+&e; zI29sQ4MfT`*Zn0?h2c;;9qH&Z}_*ML4* z>6u|fy>tQ-MCR^i7$u`ERXr<&NpLxH`d{XVwE-dN%d{cH^Q8Hk>ooJ3kO9S~iOuww z;5B}U6=(!7_MtHUt|x@qTTV`?&FJjju>3f`R<)tU*VSfT6MqdQY1z~xdy9cx7^0!-C zs6QP~7Yc1u&X+bfR^m;z7U))`b2gTRsNz{U_OxcT4WrzrPi~j<1BBI#9#7KtrP3oG zY05Z&(W!tIUWm0xL2nzs6jC}#)F&?Zp63xdyp65KL+5$p z?61ytw2mv&QFHu$jjdaxolH)^Od^V91^-m9RX}w zTvsz{y-&11U7Vzj>c6$P;aM6Su|h1ek9u)J{GDTm)SQOu{_(eZl8^5~VYkmdyFuZ^-B6q!@{{xE!VJT}S-&qlDkj4{1ryY?UE@tPPk zuHm}mcaI&$^y?pnPWa3wEdtc8;oajd2{V^XU+VR-en z+}5|7Ps+>*#K{wI`Kyl~svhV6ZAtpzka}6z)HGllMc&CoUqiJak_*Ueu@g?Xgz8$# z)IFcHqm}=$9k=t5z_?E~Ct>6h$0KKGSW8Z5J_jX&#%}h;q4M(xXSKO{%3^PipKXik zLcQcE3v9K4ierfiFAI&D1+qdcjQ8mvL~`ke3s`AgeLjfCA^1wxCWA;rVkkE`j^C(I z9UV>lNJimyW`-OJKm*hPEv%7>6cFpZ1>1|{l#R{AVTD4a{gv|lY3*IIU+eW9nfo;o z%i^;A8xT~vrR4Q}2+wO^n(BX#&HCa+_Mq*0y>{7N0~v_tFCsfzk%DsPS|7y!_QxYw z7;Y?I`2wmy>2Pc%p#rh7NP(@ z%oN2fKbny%d=5C>Em=XD26FjLhn|U4OOHj#bAqih(z6}u6ts1U^HOAU7|`cmG*g3C zg#AQP)6kxi2nZjR*eS_&KOhGU!_swz`zSgXQM=ijC`^yjocKdbda;L7`lx5{J7&vh zw(*<4nDW<67rTYFm6g9}?e@;oYNS<3dyH}xcO5xk%>A@cbm;@`C)7Rn5aJ_Nx8=(^yDtyU>=2ni{OC4`u38ThThY_w1WF;EYB zFN9d?m}wBs1*KLHtQFN~cSA0I6>TSaWD0Qt3|S@iKCF;b2%1oAXaIq*IBC`Z9IwK? zL?2MmN)RY4RM3tiCJowj5&)b7^bqG#jqCzo8>Vl|RbC1?zY< z<*SUXkIO@RNrI3Ur>VN}eb?lOu)#mR`va(&4UW~kmUNqo)^E})Q*JsqJ) zuzi3d(m_OgJx{?jjd9+?1;IZ)ZtBWJh`X+^yoV@%p}kgdN;CPW(IKf?C{w`(Pytru zH~9N4BbV}LW_>_M`K{eDcya_tRr4~Ek}4<{(88c$;HA=up0gHAGUR(imB5`P3`^i; z^z9UgkUnL(Xrz%NF8eOAp>edA;G7hI^)e2on^HWq@dm~CgJ#PTjTnrhGym1 z<*c66Yz>vQdz%3j7bTA$Ez5icgbW*t>WRJY!yA{3YlB_*2D#utmD?@Av{4f(bAdzclMTI!e7 zv>UrA+D_04rzMvQHCi6IZIP47*x%IPiytRc&4*3%B&G(Of7iWrPPPRF>9CBcYTl~_ z^x=5n5>l7w(Oaizkqy7K)=?VG%QnzL3^h>iG3qnnittE!v(f&p}nh`saXAg@&> zcxOCaN#?wWgLFn966w-5^KP-OsO#m2F5?O_+?gHBb8h*2UnI{cZD-Lph}lGn`Usb>6_lcnT3yt=APN zt4Z84@j==OLC#!F)T0+{=0~Oi8$Ihgx=S#mJK(`iN!fRiOxJ$vO)XT6iNuuT=|M<@ zTq;k-6uC=+sqR4;S8e;df>Q3x#c1^?$7^gWqvhzHnY`emGXPi?ve9MncI!tPCOau2 zye+?aaxG2eZ|p8Umc@$rySZAksmyR<&rbpnR(H8|NZ1XP+<6$4I4M@An#Ti@5)J}i zsq;1A`14bR^SMrVW%gGPHh7x|uEl6zh>G+h4p9 zc2m>qWsf602zt2j1zNyie_4L^?(n%+CCZO#s^ z>{>b6H|1NKuQrz#^=-Ag3avb<9L^W5dX5xpqHDFZIxHh01?qSIpo5c<7jCD}*6fuE zX}A%+#q-zwU6?m#%~Lu@8_0g%xLDyoOn|`YyajyT0})Y)$tgrObY*$ULKFh8N=_Ul z$0v`Gp_u?ngN{;C<2=E_C=481WmNTL6(BpfzTuyK`?Hn5;x?&Xlolr$txu}jIQIIM z;j_JER99Og7s0>Tc5w&rvPMI~Jiz4bK)AFFR%Gz9Ru2@SDo~(Zv`fL!OSlWa!wWfV#mcPcU78TF9U z>cd{+A1rX>MqKe_mrOXNOl_ukO4Dc;U0yBA*k#t_TE-wYf-8D*OEUov4&ms zpN7YW;o)6&s;Srd80K;X$KgdyOx3M_*NfWak#RrOPf+>EXMtH$3BRWFT|{q86#?BP z)28lX7=m47Wy~gNR&e*Y9+Qt;FuH$EbRzjyUTp1^|DNrefq)Q0-zK*7=3&s8c9UFS zAUAUdy2j-!uz!zp=I$O{GiKC5JAL}!3k3dLEKs>OywDLD?gJw;fp2DG3tmu9@;?2L%2iC0aej z5r(J>R{ZeI`3-X`AWk^GQP3p>EylGLCf)Z{!zf;r0KP(3{{&(vGz-r*5>8H5O&ODn(j!F-$qpOWP+bP`<{@t|n+Kw)iRkA+5fi-y_Kv zXjSRR24$$oc=la%n6ONZAR#Ow&le?=q}H)2ZRQ5|Jqb1F-%hcV`-f{z2V@ z2NJgJwC=ew{7xEibf?|bw*-)}+%XW~?%~{!#TeN!dp)!W+}#ftKG*p91{%tR+|*{a zTDVD1m11Htdi$%wCq>t|sarTZIf*&IDN+h}K3*n8MZrwGHR)C|Q%rUE*xLuiK)c_6HXR2nB-^8%0&x&P7XHdxpa6&|GNwn19!%cT znzf$brR&RK-xbO0hFw7Lw*U8jR(4EXXr|N5Lf8EuU zY6{%m<#r0bFFnFEaeA^l>X>O?2Zd==sH#uGiie(_q2C+1bElZ43FDimVG}{kJgr3n zQKZGjm0%VZsi;urPy+O+$*)v;U6YcNWu|%_rmsieoc?lqJWWCOe~)mTm{!yY9|^Gk z%b$wg2Q3VD@t%rPROw@l@}Qp_%V=$MxvQPd&VJ(^;i6>pc^8|ePBBlPq3z5$K`lBm5;`PGerR?^$&i|XwAAREieU;=3W#poPdva*{w0@{u` zdSI|R;5!TQ(i1vLdUv_KB8ZjY520_ydK@d|&r4;leE^&UW7m=lTuSXpY(PK-D z4BO;kjIvsF1+i&OD2o-Q;7E?;OTNOMp06ZrM1obBVQ9qhTIr0leCS~9_seeN7p<)O z^|~o($k&eKNfV&iye#E4>A{82&gx~S-tTWmorYUFGi;XwTPU9JYM~L&$WO6<>)H)x zr!=$d_odFiX4;247vdy~n8a$^{;m~e*vooM3v+C9=|GK9*`zODUvq1nFC$+*zll!N z=dw39Y74nRLqoIFb(5E$wfpY*IW6}XdtKDbEpF2A9&i|GDdX=FZlIFpAc_uk*k~*mf%P_ZLlIQVY>1)fzO|0Nw&CCg>JSCK>FdMw*lf56-AQ-ac0=rf4T6k}6_tEF^ zQv`NnW@GYeaQg>`=4wa?T|>;OD^ z1rIb+UAmrqHbw0rLF;K+Di;flP!+mwme#sbs*v6y@EEXXE`)g4ai0_cTYVuikh9l| zh?qcIxrrm0nO13>7^bJLW?W=+k2*)Efj&bcQhUe!I!`iN2*uX_YINvN&tDL%a=c!OHJtDMe6P_5^V%m{O`Ts5Tt?=1 z!ab-Ve!;m2k{3|)&vS}S%~UvfXLCcbtBOp`IKp=v=PNzfSh5fBL9u(lveyl=k7O{4 zP7(L~W>fWh#H!_{(|bU*bOQjb_==am;psf>XZo~TQq{i7Rh?`p z>6C28tT{-GT6TKRXvh`C)!129*I0J(&|R>rXvoX*b!ufLV8Zo-ZUvAM)K9(;oY70< zn%s!qZh!aPp3^huQ1_J7-esEPPzU;ZN567gE^?)SWf6EOAe`Tus3=BBL(}`iO=5}4 z)TPYLB)&KJo1B-ZGtkS+u=K3`AT{ zNsTI6Oqn;iN+xE~u>da0b?yp7W}8)G)56&xd?hHmr$C`l&O8qaw{V5H?o3Qd6xG$x zHgPVidA>_hitLOv&pP%s8tx=V6w%Zr@1xy0FL>~@?HRYU3>Me5ZmNJH{oz%x3Nrh6 z9K3QJ40IqSo*k0xVCTDO0MPfEc9oovDtH2s+6 zYFv5PM+djEHZ z?kwUqbAaqMzHIdCZu;$PJ{aM32_l-qn)=UbW8k;T3*3(GHXcjlW%K2qk8OJDmA0I< zd9$Otkj{=Gj+3>u?YbB>zJdoa?LTU63jzQ&x`a7;d2&k(KZL|f@Q&dS+KN(YlrIvB zFZp8~82L#o1K$LTP&l556@!j6pNtQF?Q#6F-+<9U*ca8Qy8I6e!LYlVz_oN)G*maS z1#S{40in}yzWc!9&06OTHz1YxRqDc!auP-I#$t7|1U_U`E_3@jFRm&0Z>BYIUf4+z zUIrcg1j9(JptNNfow(~w(`Wcoe)5$~t(Vc2HKjkony0NF%dv(_OzS93uO#L^d^_(8 z`+!w94Z{Kh`-x@h?u2leeb)?H*(qTSMjAWX=9gwnHB7HX8BJqxe^Wc`sMK*GbuvcU z3EUcr*32t(362e-By2l_YX%?t77d!^HD3+R|LUeR|nj(u(nK@bzf)7?`HS9uRT@d)M>M1q&&2xGYMj^zW}D1 zhQqBJp{kFM6NaDBEd_!q-tK#YtV|w**$KJ%SxOLT*xe$min;RRiP0hg`4$nvh2xoi z+bSu3xlJK8u!6qugqK72e-V<#09k!rUfUkMIrP2YJ4VSStV0* zZlA8XyPnSktA*b`ar=^xZmAxlJOL2EGks>aP#z#}-IRoDd?21O$hkI1xfZ7seGfdl zUI@2`PgfG2nSUJa$`ns6EIDspvT6Yqd51*Ci=6AZG4h1&Ro)FA9;)NP?hyjynw(Dht^R`Pe6 zzK}<6f$qS+P&?9#_DDG$gE z>(~7BcnbebDS4pDxGtT7KBC;kLnRf^{?G3LYJ#p ze&|d>(X=W|-eP|B78aZE{#vVJ<-W)fXnZW~)??>x_b%B?oN?9!6mWkzkdX4zee-5# zIJv1%7g=&gY89&>r?)7SmyWd*D~QR5nyEK5v*=KW<{|)B^8k?z4={Jtg0>D27FpCP z4Y0iuQj_=*L`V`Y4B|-nt-MtH^t>4Q%D#WUJH=AiiycXxnZl?jIV zTuICZqh-LItT(Ix5&kkH%yJRTrE$Nwmf*TXR$j&8I1Y~Y)FK{#@3O1rFm~;-&p#l|HU3nEO0jSCK9v@2uh}zqA(_^R*6v+#~JY<67it)ZoWy%ty#MD5IgbOEOP1QP49?p{wO;VL9NqWKE%8Whc5zKVu`W zJet$j$8`J*_u(scUv{I`!`ZzKz6kNCP8Hh{Oi&t<1xp>%Da$NQzxsl`pTT$cKyCM# zC5~MJ$nBdm?$GhZT{_LqMgLKKaRmf}Z^fERxU7ItFbF#G&jG?MJz~ZaMpO5JC^lBw z73{4;IY*HcHkE}8?nloQs$?jO7r_Pf%#{0Ty#M~ZE7MgUg}X{tD^+gN%*V)Oy5)Zv z*FZ!S<&&J&(K^o2y~;mu%U{DITM|e)l!h; znc-6AcvO_QgiDkqdb$yN6yAn+`&Hg}J%UnwVfbT26jexEQTWH?q-PZ)q?GM57p4CR zl!%(E1!;yhL3oCYxK(t{__~^KDKR}lsR;Zh#z!*Z`NbOW%|CHLIL}iY%yT$L8@~^j z8l4;KTrSor!-!~N$x(nEP1XU(o&^SUT` zr}R(doxC9A?ur+Am&6xdR#5DgX=RxT3BEIAKq_&cmgaI+6Ea$Jr<0GFsKrZn2zy|*$g|N4Ci4luasI8_d5F=nn$Ew^PdVt&VI=E?}5?Y!MU0#IT8_1JvR_FV-ATf_z)#w@C z^hJ8WzDF~~4FO68gcms!;n@Hnw#N`C5-4U079h6A4gMGskI2eNeEFPw%jqV?)3oJW4AnSJE`vXrjoM&c5BYT_3hh?Vzv_^h0c@#`GnK4v{q^tC%sctvz$IR1>(rIhz>_EHH&JiSMx4T8 z9TWOL4lQlz0pg_WxOTPxwtQwaH7?Cb&_Tbqw`pti%p(H_Xcf=0jWY#;4hdNes}*Z% znTsS@gr$|RG~}?tIrgvtrlAb8u!fTgT}LwT0}(}1da)uxThJUycNAS|HbcSXdsTEV z$)M(!MTxEZL=S!v&~BFaC*aK^92#0p3lCmsZ+0duW@hN4MThZL#RzKYzv z%~ajmHLjlVD~qe&ddt>`Z0;$#k!psH?N9KbN8IO$uf)R)j@GB=_)pVzrB@G7lq#%mu&FDnq7`sMsQY5neR+f^#CfR<65Ob z{PV<}gurO(P95%`L9yWTPhnN~RQ#nwNDc`xOKuINM#IYi;NA>J5f2H)I)-I9wk6?DX}A}D=-jIM3pY4o-`CLOqFIkTQ}+kK#Rf8(9M(LIP`3g*<}aKM zH|>&qReY&7pv>!F$btIrK!#7S6@LO6#skx8!wgTQrgR0x$ z4dhlH7{?uTe<_>6CeviLL&|)4n1&_$xq|;}7|C^}&%&f&g>UGvCMLzUdX)RmoaSI| z{&wZ$gj2Gej>7hY-`np`tT*-De%}0_qyTL>fS5ugHjIeuBd!gbeBq7{Db=0!V^;a= zh+LJ?Vb{E+7a{mQfnW4vm&^4kX<2({S%waSw7<(90~-OoBL|qqw(w!mrp{K`u(nvL zy-tk~#+Gq+Kvqx}D_z&4Huunok}Z|@rI_b|yiH_X)KDi#?s&c51rNX?`W>_TIUx)O z;IN6bY)$w_TRzlnFSdD2L*UvMwyO>%yj>$FS!Q^Z{6>K$Sz9JWMtXL^{D9BxD_f46 zep*BjK&Hyk$J2w`7K4SSCxVyik)Fm%LYuS4lH}4a7e}$IQ%7lKzgLlF08@QdSF!$= zuUzetKI@QYtSIS8eT70Be;*E(Z3(y+KujZBX&E6#Q8H^^1tmY3Wlnv@Hbm(2I^qSs zNL3Hqb?s^n*I~bh-;n*mKz_1K*3S@~P?Xf!=3~@__qat0kwUybLv3a;W^cTnP^>pD zSH=D>dIxvy1FTvt`P1Y$O*t`R(C$^@)eC)cY3Lqo5%{0b7TSG2o{YlAHR)gh3Mr@Q*G+S)s+@Pz_MvS|9p7a{c;p%x~ zugB7ahx6WTl31FBWc@)0=6)i-CRj6~MEsvrqiY7$jZ}H6d^EgZYVPSQW~Zl!v;p9j zufX3WK{YdT&S(tdM0Dyjv(r?7^t%O_5-l1NENGaQ;a#|^++d=-KqSwXY7v^yh~}{T z*9h^`U~7N8-R|X`$8a|f3p%snA^;|5Rb1;Iu}_D$Bq(K9Lk#ZK&+3!!UA9^y6Sb+< zYof;oq^hop!OHcRz0)SEwsP9)E#$K2mSk%2bys z2P{hX9vql04_50IfW1WBB4j|;%nB;`Zo|cEan%r0m6A%*M!C3RHMO^+Oyp#WXOv$X z$&pM;UP!Y;#kATH?Xb4Z-OJCRMpq1AQ;=*^fq2wA$dnb2W+D^^*)#;xlOR~p1RwDn z*{31BN{zZ7qQ_FAWWg24(dChAxF0j(Wx;ndpqsKA?IVQ@c!65e$?%Yu?tebb?d)RT z7?DEta1}Lh(&;S(Pyu+p(ROzDv)vSpMx2eA2jX|e~ zPN{J%&wJYGj*8_xey=N*EBSVcv7JrQq!o`AaO(VOUjwiH9uXAy+zk$g?kQL8QYF#U z@pA|8dIW3&mJHIhaGOVms5XMKYJ*;9WRsC-!=J>+Dq2!CZmfuKKWW+vD9Ui;aY-;b zX@baI1uz5Pu&<<42=uYBJE2X)iK2;I~Q2IL(zM8~KMd^fw9hkQ0eyO3RY98G%R-7X==JMLj2o`PDHSePL9W%1f^4Kx4W- z?3p_Og>5zRres-JqHmkr=T9d%+8!f3*U+=W_NRix$iWs_@~h_XYf0uq&geB6i&Md? zRRZ6;z9~p>3>k<`WkXXAAS#rRe(%|~>>bSKv;sWx5Z4C-hL|&+g*1(_Wp0^E%GWst zwPmeoND>Rc&yosUijihW2C@b~WN-usikq=k z9!V?@@hd9JLo8Ph$pGmnL10*+?~2_4Vw@y6OGN1E749y8>se44^f=PBkM!3vy6$2( zJEkkM5PjWN)pwQDhx-9a%**#`!9RV0k!m?NeRhcXN$FGasY28ZV~^Ha5n3XU9PLEZ zjTxnEG%+d_z(ZyIWUMUO-Y%#P;0)OJ!%nit1oa7VxP?BF1l>WSz26k2HcfkAGv+y`_qsyHNcs$&@ z0uB5MuH%mRR=XhqLmOM`cAg_|ik96w6twVJv zREwT;2XHNh3PVpl0;@g$uApg&$*VAgvG28?Xe2aqZ?|XlwYIq54gdUxcHm#L0Au$@*zlqeLb zXP#HiX&bbAD%G%Eq~NfhMowS~Ka}8|PGjZ?zW@?hBFt54m1q)V{{W_K(?#}_GWWH# zW{LdY==MNmwEE^1#Ct3N?7XvXx4Zl&GbiX=mG~rCaxGR9W!`rWf(Y?LuM;Ux*JZOOI8@(}(#X;S?fu*y&Yi^{_LHKuio<0;~TmO8Ag zlTn6Am{5|n(``eM4*x*?VE4zS*h>J zdijS;jvD~VYU$VaaDF3fy*)IZK1lD8Fd^oyF#%i^eBBS?ZrpD{oQoJzpjKQ&+}_|m zv?-yPyuhurKGjkWdBO~TGmVVFpFXl)kXk9kZ&2gS0?G zU56elTa%5DtD7r{4|~bJKO=XvC-o0bD>N%!Eg^s$H`MF&4~&=I6Ef%P@wdsOEAE3Q zPuMQTe^9Tlat@@JIAE5Y1f}y}(}NQ_Nl4f)+iZS05%j1?Hl^&K&MMvjve^yevM zkQ5h7Q7wptcq&pwLDAk-D49dSR-lcW49IwgHiWbhFT^E}O7@-vPp|}$(}p$#tp+>* ziW*Q(Gf>BA-res(3#uvJv6F?+ejk|ay08_7wg!w=A^vAk#M4ZH&vgVq zQQN;cXUHx@)D7hx(Z1-Ov(WX4g~edOIAHa&D&9RmNMCzMIluIvSu>qf=!5q7OdP#y z5)PwE$q?iQfEdVoIFR0EA=5%3wB;$;XB!6)eFxL<6V?e4K|fU=(k?t`^e-sj9L#@u zY^R8#ULX%0kPl{1-su7B3gtI{)rbfTS8Y0aaBFY+8dh`9Zk)St`+adi-aqPnSLG0; zO0$>^wdrD@JqZUJ4omuF>HXL%afh-cQ6w`HNMM){0kdwR>6)l*5My9_*aM4qcD$hm zDgzb*;eti4yo;5f3kl1={rL*fQXv&FcTB)+25!mOw=$T~KE*THLj*mH+hg}R ztn`oXFidat_<{tgSr5_`b8fx8a$_va`+)S85Is9Ww4JGMl(YQx?gyWwdS~g*kY1hJ zx4m$_0i9j?m))>0i%A(%MOw}|8Eb%cMr{V;h_$k^0@^el8aKW0G`WRw`906X!O5U9^DWSW8vK68k&O# zMS};giu{5>iCa2)^YE`P&hYV#!&FHt_AXTQ3)cGs6Z*fOky{)>>?|b1Hab;!*TY&H zgSRd%9jv7l`3Hl4iI#V`IF2ZN2pL+FCBHR9Pr0hHuI@Awv;QkrS`(u}kp?J-_gLaw z03KW8z*cL~bOrgixYl`jc+@Zu;^N}M+>1Y8gn#ztA`1F*_nr&3BOFgGUv~RW!yTz< zJX$^AUhE`S=v6pbIM^0<(#}ohz=_=-cCk8({DSatrTdwTEXy^wzPm2fPO{O04$pxfb9W zQ?(^)iw*|s|H>%>r`u;~q8GB8hkA!tz1!}Y-X>3uAq9qWeU5Vrlww&#M0ixJ|Ly_G zTAu@MqBB6?|Kzs5JJR<9<(HZ)8uZJN`iz27dXO`mV21qk3ov7A20a^hBs99h0pJmy z658H$#QR+FRjCYGauErrVd3KA;DSdK8W-AltA2@MI-{XE7>TsuL4)yteLp_CJpxY^ z^ol{&LxgmyY+e2ODk^wRD8QZfr}_Lyit_~b2}=7Wor4C5P$$0u{12(!pAa9R%od;w zCAP~eygf&RfOUD9Hw}SsGS?0I;5nM(5cGPUe}L+;J8b`BBVzxfS8@|E5&aLzQkRHH zmx!I6NuP*_RX6QlX)F%JzacZTZW=!XxH05^W43=rKO{I&Dl|Az+CBuhEC`cs8Y?9D zDhLZxD?Ai96mZ%N6u5GlB{Vn!6$|tK^Zd{4f3E*c{Ga~+S!wkr;Am-sQ2&}`XmDf@ z7MA~^HKH(ca4@s~Us@w87Z-aP5ezs1K-Xh#UomvU zn3IkX%g8;@No6>{6T-=*E*|p$Y-W?we>vdu!GGxoJsuwD#%4VXx0cWPsHY&pqBotINZmSAguXm+zC#_36@RTaBz3Z?A4jv2sb+VIQM0l6@B?qriT@l zewS@>jXRh3Aonw?*@1A@eEjXd`2(wGYWmhu;nLQBregRY#McW6(6YL;5d7G`M6=wI z4E{(1O3w25R@UWEe;~ zop_PSq2S$ah+#sh!7|eO{yUM;$70;EZSm$A)40E3es-C}d(3$ML1sez)3g!5-9MWA zKII3*Otal$TU|O2$r(s%m}USw5R~yZqgW1;{f5D7%Z9yaA8-n;aUAyl^Zh3iv~RTT z0afAIp5R$LN=*(BfUYT_&Zw(lJs-6TNZEZ95A}}z@MFKrG(ON+c;!DP*l4)OL9dND zxxMw?Xx(PCJ>?g6XWeeZ;FIX@Zm&6oZ0Qg<)-(^1DB$>7=+NM-?|FS} zg0C`8D?i)R>KnF*ORsPT|URI z#WU7&1iSAVm*FUgHP`I|yd-a#F0r>NyN};drEaVGZ=+c%@##U`TJa5mn_Nr;zK3`Y z1ia7fnOr}39Q>FsKd_!jz&g8ceY$0KZa(6go?`*f_twJ=A3qB+;`XFSb02rhLA6Q1OdRV{gV00M`g!fdvl&=egoPP|d5a#LQ`F@ICntd%6c z9Qx1seM7v#h{}g{9cuQ%&*}T&Cw=x$K2+`ypDMtF(zC~o@fZ3NS z^Igt@x(Qzwea>pSb(mJf_b$EcXEfv%6|1A0kt4r~-Q>AzN!bDR8OOIggY|gn-)PAzr(Ua7L*wfHAN_*Tl(7^YXl(cEc+GHi#>2daR#wt4d&SH)z=7>P5)$c zyk4Iw;#)zy^Ogn^xeR3&oarjHFGf09|d&RLS)+zLRf z5xS|FwhHq6To!Z3Xa&wM;uSg=bEfK9Jnuf&z!q^-*uM_>=wU^;he4p z#>-Y4-cSH%?-A}cV9j#RbW#n9ryk%G!{-CsbxM-&G@q&G*nXei<=VX-9)$w9o4I z)3h~5jTk5*Ho=3aMUMZV!WS)8QztnLL)iqL=L{?O|w%4=G z#ZwBkjw-)F)V&qt6QGXlXYII7^H%KxZ2p@6z}zcu)Rs{ryM}(jb_tqNsp}N`v)3l? zhaS<(WqUNiGfAi=Ttnp4MCUl+dgqVmep%0EZ`~Wb=6Jb`;aMb<5x!?082A3m+g;N# zxO_1-93IN?@hn|Fw^E1FAKcvzWTi@aQr?jtm=+NI)O`YTsKeX?=e=@j zKVuX9>J;2`X|7$yCp|$)t48iQsTqG%Hq9blz*180f8PYx1&Ks&KC##LaUb3A172fk zv>F(0y}1|L8gE*Q{$(nN~R?sW9DC%LEjLRWj{)7``A;C3GZxLj;+ZsYAE>bUM-_xm-e!O zW4Mpa{?B5<^`#+kbvUyxiX+fFKsP6oK$L0iSv{@$rnNy#!K=%b?HbqYtWW~j2WG7v z{v6YQG>wKAe4Kh8PQ-OTcg;C83hqcX)i`8O`{7|fe2(`t^M*)yL9L11g}9>5)y>;~ zaDOko58%{4aCI(E;HnuTSx>n4Vu0D&UKn$}sz_04ZWL;;@%1a%Z@!-dyb3~t>8KXS z$*LONLFAht>0jr$`%cGO?$K1H!aFGuQakH}Nq1JR?{dOBk{L~Dh#cs%;R=Sm$u@xo z9c&RJ`>wvgWG&4-3^VWa+1X zz-_@9U&9A}P!kE@osQ#;W9!?SW&`GH-S478@0-82<|}3!=Bb6`J<<8v*U;dT(}(0_ zElw{GHJ9t|l^U=-a6W?E;XE_x$X&yXFzE+rUC1qV5jTU||D`&@#|v1CVYqLDSYjOV zZrCezMXt-{cjlAU%=P|FMUaH>K#U(gnSI~BBOT=2(R%@uf2iyv2hN$q^BT`VfLpFN3AWAFnG#pSFd!B zXpk@RkW_h=4&rDiEVesVt0eIv5K$0 zd!kUFW!Q6KXIQ{BVEH|~HhML+y5adPJKkhEJDuZjuA%=A!T_3HOJ3TKE$S18ItDB_ppkmFii@^H+pQ}#_oDl zFH~~-meTz&@pR-9@6fn7hqte>b7!^#&b@rLngnem&O1}foFn`AT}LSHa%GPuCVNqGeGhp*g&TY~-T8 zg?Z0`w&c02REu(FWFqm$QXcpM%lv|@Ce<(}F&Zox{u?FMSeu0@;Cx?;A|4i(w`#i6 zt`-^~rntcZ&jCBL)neRx%lcJ#6==^kT^-u+1t63QaWxn(~0EkE^J zaQgJ^xwQ)v#u9B2$sP7fc{+Pq{FwT9W?F8VGD!|Ht7&>_I&7M0ddB0OBMJ45{~_nk z%<4tfiSB{!wT&v|Dg9y|er3WE%_GH>qUi&m@NN2zdxmpl|C-qRU%SL+>DGWN&#zsQ z9X>1I+F!~tlSS;uaBc)H_W|vk&?kcstZe@h4W;CJ&L&*BHbk#6d%siLLI-ocm@j*g zc9KF<5em^U(BhA1Q)D7JgcD6|$*9x6+E&S0na*_1!-uk?WfPW@>1Ukn*?&)5AhuWl zJj!pP+)}A_BB#tsMalPkM-vnlT@wZtF zpbOf{Ojf{ZZGl!U2I=4VIn|;(uTMX~Xdi`$!%bGsRqgOZDIhW-ESl59i?$g{%vFCqI zSASuDTwn9@>j*Pr$Dy2hny~|4-^g? zMgWv*I{=NCf}wG)zk9lsG?*6yH|c{GcqbO%Q&cq^dwdqFrqt$y>?Q=t91)Va?d|a| z?(GemK8Va-&9X+r>uRWS|6(9W4%4Mw@nzA;;!hIw#%)^{A!mc|UPe0|;a`>vjE zG40sHOGPfNzvFnDNvD@BJoV%%8UDUlIo!q(2fz@Q%1~<+6iB?_C#Uug-C(N(UO!pE zz-b5_YWf}Ql_#5YdCGa-y=F6d%H?iA^|h8Z^Nxl;NNqLDR7(LYuM`ao9<$0zk*^j@ z*Ihu3PwStJn%GA}rD!8(gam#EbiI>eIU!~)*w)MwIEC8(flgw3#!v|07ufGsG?%n{ z_Rl}}spTve*4WiqJZqA8Nw7W5t^(C55o?P_36{#_<7Q7KoorG^_WR>}s~o>>AFDR% zw^=3mWl5qriyZ*E6Ol%zLCj3nJ8K_o41T#I8uM#&SHCh>+i6iP^i(%_?KxX^NjN$d z4YoP^D>~GdJwl&Z{nWT)H1?_E7_VSP{&@W}$mX$B5zN*RC~}Mn8+E@r7-pBzN}ejn zWPcoP7-rzl_n&U!O#Q>PyZ@s_HB2;%@p==TRJ%BLjavjzV%|hQ=jpi1E7q{aFm@k& z|Lb5i5eMY?5fEB`B-DM=wAj5`nJK_FWo>J>moA0}qWCJyyNfH#J0xk7(qfkC`|+JM z+b8;MF1|bgGLDG>DWnXJ*thNytY4Idt?6{|3o>#P;TZj69f);@YJ=N**GelC1C{rh+i&Fa9x zgJ44+0BbnFCwC?HxS)fyxlD??MrA?{ymK8xRx}R2K-7{>klTYb_B{|VF{{S-hRX4$ zEc@(3W>>v+zP(737nuqt+B)Dk^(|ub76m~g)&wTOVr_-0t&aEZ=jf)|@3zghS%8)P zLJ6QXH&+9iUG~l{z(_^KdO3P$A%D-$QP26GtDCj8?w!2`s^<`;1aA7}(h>Vi_=a0W z6+;u1`-1MdJYDluubp*?D~?&8x^I`Xfp04#oOD$|gxYpo&JGc&97gTq;F&WCdVuIii=&kjHS|d8uer0AX1Ttj7~+Zpx>L zQD`&D(;)nu9IOLT7Y1y~f146CAKF0X!nyFi6$-Ge{oT61;`!C34~lTn^U9@)A2S1*QgnQ9k5@kbyYCIXGVO z79F4l;Tc#yhKD4OKu8Xzm+*-ra3q)*YmMq595f(|0%wcm1yDQz2fl|~VYF+U5Ca*6 zFNNI^HYr_7Kt#fsA#1_xa8Mz3IPFyo9q29L$1Y68@DT^Rbj4%hR9+OKps7ZJk z_EY4<3Rn@mgz%|nkqt@~whpOAZSQ2@A#zDCWW>^@aESm73FE-&(KKpXsOhL0= zX@zEGcg~E*Dq_+8mza`O&Y~QI38Vsw11UmcQ2|z{8NXr{TUA~bM zxjPxUU|EGuegkiX!{B2u@ab8_ON$whCZfu*%hAg*@fld9Y4S{X)yP$_L;LXx2KQ#60DQc zsVcY!*_mESvNo#tDT2rge!x(x$7gGy`F>)&wun|am$gz#a;8>d+n@UhSsoCiE6wJ= zZW>>$_H2I~TX_M}noxtZl$_Ou;bXiVI1k+et;;&)mojq@>StsBd`l}88ym-BMjAJT zt5NwstCC{O;-Na=xa!D-|PS0qmuJ`l+j0Pxz0S0{AGzcfnb(on?%0}@b!h@0(JC@O+kPyO$Khn2iTy_r z$MmkO_{CZ^p&>OgpYB4oDT*@3Q=W-md{lARn8gT`d!XTyx=tu)uc#~6`n(i)NvWC` zxhz5?Kb{8#f>z}Xo;iRh!t=%~*|^UWS17t2hw1M&XV}^oK7c@$8gAdqOQ0q4(4^~s z&E{H%N!WIM{Mjs=GhMyD%^g!+1Fo8-Fg;{$p8!x*2y6Dyyuo8j(ed1WarEPPY3<0Y zKk@F|*+{RtqW_sDi!|n3UBIgZ|I>payIWf@Yzh*P_Qbd#Y)ZGx>Mg`}RwTG1=mpIY zoS3ykJTA?ujRLyRERVcT^xNaEO2STz7TO@2u8JABuff;Kok@VUpx%8@pTH@tS4Ixd z+>+;PGpr=;lkVHB^O7B2*xI%c?{c$D$3`M^mxB)sNup(Ab-3q*%PYst-ylEr6w51F zzhL2@u%!iiu)q2iXzoRsM@e9tOwUf80W)%rNI3r(oXr69Om-I>;*CBF&7;m zaYK4X0toZrmS`54xF|D-c@j(VLqIq3tYz))9~E=EHa;K`_F|G4OEJAuU$}pE?TR}w z8GTWCo0NQzX}n|e71?&19n(Rpy67NYev9ocAvvL56X{Wel}WAIpc5Y=BT`QBe51Hr zqV!`o{dEYRs&Y#wL|OiGK5Ux?Wu}+yqI8ay4uIEwSzWKn?^1D2K`rK~nz7^=dRF#P z9!D3tMZaLdhRXh1H%29_9DM_6i0@dvjQNH$i${p4T6;m)wK1cr=6*rhwK*~X$7Al1 zE9iO?rvteTIY{FrvUvA8Q1Q>vLs3u8(UR?h^#VDt_B zbAZ+{OcTWsUZlJG3SSmUtFCPP-t$BaL#S|hJ z{&I?>r@j9X7K+^W!LM9dBk8!OJ?O1dy8&*znfm(mGRZddOiZ-57l}QMvOoLB0w9yd zRmyd8WLy>MKI*>e=Y%M#$b#N={JQyi=T=`sM4;muIW1elo<3MahqN(rt~vKS&j$jf z%-N5!m(8!@nZ-`|pgGi%kFm2ov`nr+rkg&#e;gUqo53#Vy|1LM*HO>jKRQj6( z&W(QAu?IW=MPy)1|E9Dl>;6u{Or`tva9py&*KS@rn^Xpss;ks;)wPHr&(LkFB&%Fc zy?fg_nNc9GNc~EOFhc0;aS8yJG97rE$>gWvYWOUsPdeXv4V;*s9cC+$RHYLNBo>(FAj}- z59jyV$JA@J*z3eym7t%kpL2KA9p7ukea&=>ir%Y1+udCv${TY7dtXG{E=Gi4{YlGy zksemZ%Cx&tf3Cw`MEq=&>{iR z`qvs+7tE8RlQm4e<4^Np-%LOv9!YNDM!KuiW#k&f6$SYg z`2N7c&4n=!t%PoM-U&$oE1x);k(us$%dxdjKAUo`E9#5UhgAIk}%aw z*u`}hCVBvO($m_Kted_BueGuEurdqTM5((I)4c}L`W=f7?n=_*6lG;1?E@?jw|I`L zcI(M5gJAq{3@)=>k>4n~Oeouw4b}TqdO0nmL9(_0%_f75qGgO36EmXr`yNZ=z>8ui z>~rJSM_QiVp}h9`?Bc7_eij**%4Nv*phI+tJrA_Ah8J_jrI}(vv>q*wdAuUYI z6<@dC8LEa~%@@V}=fJz!6FwN@b>?n+kHYLx6_I&%_ib9@A9j~#Z@!7Izj{1&y2f!E zcIs}|2}9o{UG(7g``pv^?g2wm8yr%GLZ~o8x<4fSQ7O?22W8NuHgQ}7z-WZ?Vc~x; z+^PUf=-n!5n0-eRO?6`THzJY?tL(I#4hD-a+anH`>P)C@&)D70W-f7jr7l<<2@}pb zH=(4696y@mdf0*Dx|3JkzV=7Co`3F%C3|hEBem#pUKq^mG0{$RmcL@SArj;w=6D0? ziUQ;5F&neuWs>Q!=*2YY@s%{`Pb2fyIoSb2j&c|Wj$H2}nGF~YW>0O#Yp}PGiO^J?~_vmH!w{-}PSU%=(KA~_v@zGAbtl$|^w*QoLtq`%of*n`E zKIs_OgfoAq=s81o2JaR~T4$(Kur0s^KB3muw1|I^>aX67#(GXa+2(%irA);^EVBb@ zzh(Z7ZJo3~t--sJbT;=@Ft;8WZfDf+`-~K8$MV$w7qR2Ykyc|^1Et;-&8bzLzt6q6 z$9Dh|Gf=!VXKlq47HMV4BSb?d!ks>_nG+ElkyU?APPk}8CAB!&#`$nnTRETxNkxbq z6DCfO65c2XIlhhL^p8puFiuav)3pJ2(k6F6uitj%c zY$m_NoCJ#tz5db;=tuesyJk@}~S#|KPKsEfg4iUsJUBQ8(=JlcFW$1#O{|ILdiQ+**Gg#YKS6}xN z;_juL+4sXE7~V4*Dcv=Uo*sVt<+b`4Cw80;hNsl>4{=#nFP^4{d#%%UO;+V3gz^{K zdIc$6n$@!%<&DGAp|h&j3RT~LmkhctXp^u%){vF*l@=t|SlU&ZddlP}Wb|6%QA6q# zjk5lb%~VF(Kn4n#LE&_>Hq|8)F}^$u)eg>PhgfiD=IP{#-P7_{TFok-;IKM?A}db2 zc`6<_C*@YV&S^v~xYv|-P=j^UVMj)C#^=KOzjcl35$1GG=GXc3K=KSgyF0@x>5>!E z%NGm$_u^1<`dS?~nG}r$Fc>ZBXKQ(?OnkgPvNb|T;6G$*|0vH+_S!V2kbz97fIJHHVotpg|X_tNr@TxHjD57qE<@#P9hD`s}kp1Bd_hL&0r8 z`j~gr1M_bZT4;WBzV$WWr!I1s=3YEm|3O{|s%>!M4=K11RtB^vNM8!ZW~q-c7Mj=FLRWEr=$%S=zUpNsD0HGYvd;CPQ8{}xir zv62T70C(Vbspiu^E%NInCOx}V9@2Y~5wwvuRs$qp^E9SAp)x?nw;$aj>EzR)7=J_D zO8^jkXoaEIc7noPxP{9w%f!5zw1c+q{?Whzt0f+?T7LlONeAIOLuGnik{wV7s)xBk zAvZk>DwB?u5|g)n!F=hkp8Z(BK|hc=>6?}$B||Ob3%JR!;2M>x5|z{FzY#z@?_Xv# z>QzkzW8#h0`ys)?^{9el=@(b(qUYN$)(ETL`SSiU6xDjYAMbgEPApbb$^b03?9cys z;FPVbrCtr_DOWLJICK)WM3a=O5Y@2MEXvzgOptxYVaGw!=mJBI4I5H#@8<4{6^lCK z%%$jHt$s7?Zg>S&*Ic^`Z93awDjVnsd|bv zWBcG5z;^G@yfLQ(FSgLKY8{FDd3&Hp(TxVlwIwE}tD<89{l2N}y^WmB^@WGpHwt)Y={;?`o%B+-+ zE>#F1Z`=5(W?2N=6J*a~8&u2B`=#56Dbv*R>qT$U&`}4CtedO zdlrTphp?5;*5=!=qh0vrIh4}gr_E`%GcA;*Tso)#qobIZDyAZ0<;(zJEWnT=v>+Nr zW?;-qVL=0Q^p*p!VI{>9^T&)#geF+%J{$=m~e8` zk#e?ZyOyD@*EXuATxE-=`8UDa+xgkXp^@uDhYlykMxW4G`as#as>QlUuo(Vvt1Sz# z(%6>ylPU4%e3C4yt*x2GZQP->hVj&rY%TMOZV^Msq*PHB25I0M3%HOL znB!R?1lpRj=rZjXJi0=acSL($RSE4LcUaoTF)m>G8lO?|GxI31z zCjAq6Q$_}R`B&U}ic9FOWD}k?5y1#Y*n^dCm7LL1GOF>cp2^r}MHZG^*X_>SD|k%N z=H;cGZDUf);uF!B=)oR_22m5BFD4skrCeBk^MkhBHiBV`$VTtT;so3^B3h8i0R%u$ zQ*rM9i2+}v9FZR!{6i+3@@LjKZMmpdfDfU4@V~hHVh5F<(_$>8e5A#W2tWMbxf_#$ z@_|3+#2XcNe9e7^23{lQ(hhTK0Asf+jsZC@rwdH5W1}_q2PP`^Xoo9+3GGq1v&??G zG)4Xe-{Dw9NoAuh$%A zEALVc!wAf^{H`f^%i|ls(@`~Dhe>jFC!w>ZjL1~=N9`o3ZmHUK731Pd>VgJL3BL$# zc@U#D7mxGVXitHDUV&r`oe~e@Fkv!&p^#ORv`_4c>r%dwCF|P&CFzIM+*95SucyE} z!HS$FMiy=mTIUiYSMz6|PTf%kFe2 zb<7%fLrcLD{80K9w}7^uu*CND&FjM*1|4&j zoZl6P^GSwQBquX^`K)o`FyjaJD5KseQeKEQFJDa;8!IV4Bd*q;y*Q$&hvYUF=`@h$ zQQf3VucZzb5f&nS@&9#Ec7d*}#%kan8EUk&HMq5nX;ji|v?WI2wOhkw7IgY4OW~&^ zkV>Xt#bosXpq(VWQ(j{}34RwAua!c`)0sCEHYxAI!X!0tD#75*WDjtY8F_HcGza=h z@*`%eC2Spv({3aC=XJ&6`9?gOod+iPjI%cs`&-5`+|8Qs>PaSjR>Hfm<&Z8U{fQqc zMz)cjMd~WqvkiIex|HO(i)&TvF>HUAefY%|VjGJS*}&UL z6rG42yg`+@Y5es3E?ys@7<<2abPZ^ZFJq65J8(WkI>&F1jduH3ys8#?W#8NK=<2cc zb*-cXGk$)`-AC1ti}o^eOTgZAl3x}{7HD{!wo&iZ3biUXYp_K5#%BXMbA#T z#R@6@0u=~yIN#)U`^!eeh1=?UBmSt&Y(_{v(C@jPQM;hb4Isw-OfuuCY+|jon6oq; zr?zmYQh}~`a`gWY^8bjD!F`BuNYgR-;W#Gi_@%m05F(wO7Aw6%x6r0HzNY4_uGUNq z$j`7aEjAs4f1E30(uuHNUOuHCIJ`e|nGUaYxsxDTUne5hiZ}spvs;wjYYq~%?KQev zbp;PwHD4xQB2F!v5XM=dxWQCLe{E2PAS)X~yng~oO_?9&-yaAGLjJUE5B?8q3IQW` zLAKG15l-nO8r6VV+jhfM#mG`K+w9Z?xJz3YUcp{am-^gBO}T1(!JS%K+YcCX%oz?#b=5i9#svbr@ST7K0YP%1UDnPU@?>o zQHZ)kud>*nX0L;E8r13(Et&hye^HrawejeN8+gvahlzi-^Wn39cez_7_e=%P-wj0w zDp4=Z%Wc_#=7dLgFSK7pHj!MRBMkV=EHrUizmlq7md4iw2-Gj$E{xCIcewEY4ccD zL<~atd#7ux8P!%{9-FcbfO}&JOWRo|v#YQE@gBc~f8|6K&!#zTh6??Jd~;U0im^hy ztzg){j=R&5p}9x3@-s~l)9Sh|xr6RZhiK)Dt32XO<850BPt|_<5Bw|V)(=hzey`$w z9W!DHOpAVU#DE`GV(L%lPwFqY{S5Bm>1oJk@i`~4ubHStY(^C)tf5+W04wrZQNL+M5e z?%m7Ru1g(_Y60V3sq&;8(Ca}l9UL<(KCEO3<&GZYuw*cNIX3^c2O`BHA1Q(dwU`rrZI}FQ288NhkDebR z$RTR4nb@j>P3{pHvayP!k~W4hW{GP5wO1GU3G?Gk-{A8@EJ0kD>(MTnx#Cv<_On1= zxBzykktp+l-KAss0mQHL!5w#89Je&%;!rm9+kKdzdO*1+WA;s+*Y=je{9aiLd;608 zCbp-86WF>NPUR#fX$N9*c8IJXtR%B?Z*2?3~idnMZ(`MEcp zV4k23UM5kh{{DMbCp4oR93bEPXLte*t%rUft})Tf1PI?4WoAMsXM)#2n22=i*b@pL z^D6U8_pSEkm{)<6+4j&Aee8rRrzAdRtM?wFu;9;s+c|kfA6pg{T^|8F(J}-!<8V(y zu5UYkl$}U;=!ce{*4%ayo}OxWbO)#9ZSQ(QMMm}n^k4~+?%p1FAS=Wk-~9hgGt_87 z{WQT=ihK@wG*QYlGk#Cr$d3gOx;mqN&F{axW&4x=v!032fVpSPlA=N`H&_th`+HMd zXhG}$x$z<(oCi6Pz5lp!MD^;mt-oM~6M$-7W^LSntMP1vtlmwy%?5AvvQBTVJ1!tq zt8<0dcklN^7ay-j|6zA~z^k8oUSw(X%Ic5}qJrb~vqP#FfURK)G6tEzo(vy<&d<#F zdC^J&QX#DOu+?r{G8T)nlc`3|)WPtfBLW3GwBY@rIiv}9*bpEDhP90dqE>!C{D#(0 zap=lThAja2)(oA0g1Y0H=3-C3>_X09qfUNT2!#$6tUxwDd0{(-HqGO9#@4GJT@0=^ ztl%3=)Uo$<`}#_6MXE__!Ju47;0xQyRrzDIryey@c(LkuTJeH z1@2cduk-P7gyt=hM*llHo|#(NH;2}mhP^oI#ap8SctV}=Tn0c?U^UWXt zDi4+C9e367F(rDmszbH-{n>V1XlwVeD3Gsm=h=`n+!`{DSJG~cx>Gx+D_AP^oIVof zBljg%Us=ZaBZ?Tb8&**4xJHN51uhD7e-Z96{F(Q54E^hwRQGM@`L0>Wwf?0r6p)UK z`uDNd*$?yQhyvBBR?D#z6=8Xqd3${sz{l?AvVkG?(cM6sPksCp5>(nzpAc2{qiackOQu)K-&noD`8@QhdsP^`{hYvr8GQARNGpJ;mAU`mPOO+DZl?pUZP$m9FN5v{7m zW)zvZ1E#(#Kr8WbcnMb;DYm$ee}3*b6nX?#p*eEw;sR33EJFl^goWHbOfR06?J zsgla>PdpxBH?h)9KajbbiyhVl_670pdp)W1PQeScphChSj%P)Drb75hBL z0`u9277V@TI6>v+9Fc~reS09;e2~bx$JX!u+n6-_>1)C}W`vQuAby9LNo0}+RxRB2 z$Hng-gRM$ENbsh1f1O>NOpX3|+aUa4VP*M~nxpa`wE?68g`aw*0!0tO!umg)1pqS( zI}6AE<1Dao{9)neM}q&K#kNTB9$6b%aJos0#LqLHM@HM?qCzFc4*ja4svDyr;803` zgodEWp|l1Ei#F))LziU-tTQju=bUVp!Kb3u@=d*)uQ}+~J1nD;li}{azGl7&aTO=+ zp1YnuJ1Mr0p9RjH0Z-03=EcF7!lJvz@Xs%m5d~uA;3H??H%Pg^X^XyJ;MM~};&J-) zbh$hJZjG0UcSpOk0_JZOlSC#Z%wZpa=jzA$%=$~r*+0{L}yQizVW_SOX*=wy8__xuH*m=CF zV}(2K-*T_OK-A_Kp54Aq@n}u|^;(jJCCrJBbp8%)Htjd7!m3N#I8R|o@XH_5i;;iCC%fb$ z@<#0~v}~7?DbAtGAk)ikW}#^sOW0%uSs-8T^>78~pMB7eo~MAc8Z5h)7aDoal+}72 zQPX|myQ;d~HQm{#+4>4E^7S{9@MzJCU)4^+$C>}%AUV=RUT~@1%26xlZqOZm{(!Wu-=Hw1DZlgTX9-VszOOU5Em#rPg)!={3rg0WpZr^+7YYdt~EGyOB0p{Koz-T1?5SrNuE(#cFex|&ril3 zS4_sveZ?zj!mnDGvvwKapEWITlUtEUYA>thtxara%;764l1|u9 z^HwY?6wWs#4{j>tu+3=K>^xpLyuW0EH*Ljnsx!J$lRFa|c_yN8D>@q6;jLx{~D+;*+I^zSD^gFi2L%oa=AP}H0nXS9XHmhA@PPYtzS z%G?yvbMm|GwnVC;UyBLJ{JNLPXZD^%4i&Y_S)sXAVR=vfnMmc8h&=4DVkdtZ|~nq_xI3UWYOsj!MD2KcB}SQpzj2} z_{?>hwNh76IXUKnl&Iei11^kgVpZVE`dHt?vAw(Qj4N7e5-wz(exxG{eP>pjW1V<1 z)E$sEYhJS(6?Q|Pq<>u`f_ka$5F2O@w_3Gd5O7->8Y(5KWF~89NWD83b_pZ14@E^5 zdv%I3igLmB!}dZt%PE|CFQ#)96vaV|n#Dh9{oGyl=1QqrX+gVzShUKFW$ zMdK`3FlV`LvC1KF^OSRiv`xRw78;1flI;9i_lHej++^|E-~Wz3&7Eh1FR#hzH7D=& z*l=F!<;3OXYJo7zLbBlR?-e!hm`-uhpic0}ZuZVXI)Bw2ALZu}TQ9DHO`K^qgsjPL z$tk6dgcr~2q5eXy&7*PIz?H3ar59kB872Pph%4P^yG&1C-GY3ruemkL{}oWEovk*o z)OAoizu%BMQ#(tvZyKMiSM%AZyl>Sn6LNk{x-NEejZx;^%`958A@KH3aCPs|O4|_9 ze35QiKJJWnqqcProbr^vbvdLPCcQ{i82Qlz@|Vc>pn&%BeH7%VbV-fNCTe?}UPjB( z7Xr^`@4da|JxHr0lOF0B&jQUfec}~ENgB=b1``Vx8!PnT{)d^KnKkzt(b-iiDbH4z z%^*Q&_DN=GnaO9qZj&tz7UjDW+xmSJx$XBG*M!e~dk<94F~VMq57Eu~$#2Hs4r{fv zTRt8@2W*jN0T2fJ%oD0E1v!Kp2tM-!jIOENg&*(;S@N$}=f0*s0<4;MdFSwi7pWPH z7dcjTBj0ou@CY}NJ;77#0B{vx9eh{jTWUV`Vrv~&uJ*d&-~STGR>q-TDtk<@)SQ74 zJl9SV#kI2M_v<(@|M`rm{z;d?z4UtO-{Cr-WzAWg+T~Z~r_ubVb#ZJ?Yw3{ppaYG) z`?j)cKfk!Dn&VpqoV(Q14WX#TrM3wDeNy+FcVWt|{&GyQ0e_@%@_lHA$3Y%|Q6*&B?C**gN4d2~0LI3G4(ZULR0sr02=0P3MNu4`B6u#Y-3!OyeE zrq?Uup!kAxJ_o=0mUN!5InVqi^HPaOlJ*w=H!Gn9>5Cpx?YJ$$W}0s7!TXGhbKded z1H4jx_Y(HTQ|7ES2}~0ucV#<*f?UplU-55q1l)3g&RUa3w^b(T){;AU*fcHjS@7Y?|0$ZASP@6-=@3<%#pDRjgq3UVf9s(8l9jEe5K*oE+TRhNj z()+M-^X{m=?W0~cVQ$@@9L8vN{RFp1f<+iF-n#>KYnlc`%zJIG_G>TS9g;u% z?A9Kj{*BIQPTEA0e3z_M;IzN2uT|&TIh_VtQf5g*{cbsu@fMyXz&GGz`#S07ckXiw z2+&2rX55L&#oyZtp_R5cnR76!|Kw%;odY)N z1$lJ$OBkz{=7t+GEAW9J&n{Zg8`}5Hf!XCjUb0oW>>=q4uz_B2u3Pp!@!L8_XAUrB zqp*5WWc7(j!;tBv%kT)re7_uAKJTT}k;mwzc`+>(os%54_I{xj>b0{;?^`%mH7Yjs zENSu8`y2kPp>?0Rt{`E ze$k&cZStKgzsci%8&A0~{@dQ;X$F)(a86uY-11?8{2i>HpZ;D%+LP_t|M^qXw_ciX}twe|&)$*dfchAC*u)3ic=P`7eXP*^EViHJte$6}l zlfA$mKJ8)buGceDKb`CD$$EoV-D>xJ`Kf8Rj_A~H^v=TUcj*~RN`jA&X z7{mC6r19J=Uxjt%y9eH*8U^_GR%yH=Mb8HKw-2RXeWu!Gz(Oxtj71UF(~_o9!Zh1w z>O5durRY_)r?}cXu#g@S7;Q7T5?6>aS@+ug=uB6hMYjq)S}E99DeNTKu<;kfqV-iW z4Z79T>VR{IS+sM)*-a#ldWEi2Bo0`1e2_!W7DK=(nmvKh0edro8qlKU9O>C1R-&;U z;C8DV0ACe2)3^riSBYzKYR1m3ZmpOPm;rUT(P(+BzokqgM7+vT2K~Hus}V459R+bVfoLNMvncy#hEqLQF3asasr&)| zhbYh6$Ndv?EWO8e6zmOihvCK=Pkp(0mQcO3gt*u8t(D3oJ#TYOccPHjOn=83qJ;wi zu+UO#;w%AJSbzxA(zfNvSbdkK*k;2}NZDBm6`U_f*Rd2l+@j;6{~E?cAs~N3L`6bj zu?xfQtk+#0kau`6u3lbGPE3@w*FfZ#e&vtql=n1ij@@;`)tSz$G-<=A|1BrWHRQ@Q zl;nQM!phLv%r>@vdrq?N%sJf4k9NwDuL~=GAv^|3J zsVN^!Ox&1)oWFd**7P?nNKWN)EZ`a*9pgzHWl-lk@xCZ~(h1g+WtK-`c1cdg_UdTD z{89$gn$6Eu+`3C$-@AgY?>qKpxm8=&R#!Rb#xnLq%y+3dH@|yBW1cZtOejEwdXVr> ztrUwr!BDRNn5N1&85xM%E4Va7(h<*8Ulg^}xmpHXxjW{)NZt7cTqQdli@)G_f{c-t z3q^VNRiqkGt>pDjrE{xB>C}N}y4{ZX*(_kBbNYF~;PX5B`Rz&@o&s~_7e?A@ClKMl z8Rzn@TU^jKlakv+*-1vwBh^4jzpQl_e;n5U$0X72=pMqQqcYie=3ed364Q-e3HnO9 zWy)SEbrMRgnOYnJ`7HrSsq~ZedIisdWkg%9wm)#7#UPXWR=vLP7W$}ziYt1F3{C-> zzQ+njZ(>A!56JZD?tNP3Tz%)|P646bGt3G;?NY^N&RRFqGA~8rnpqQWTi7|BOGoqF zol)X22)?#4XXQ9^R2T08(Id;2=qO?Ja^I~Qs@U;7av~~{v|TA0sjW%Gs69n9B&l1t zmwmHvNtd)o!82TtiAtb1Z~ds`6AogHS`lPf0A2HLYKl25GhqMIMpr*?=-7@!n!4H9 z=@H%COB^bwu@66z^;g#3)Vg)6q|Ujyg?z>qE3YOutDa(C_qmC*I$9)Y{MxEGRb?q{ zIaZSx;aV)O6#*or2A=2FFE}k7vx&Nhs@HoPZats*jhwHf#y4yk0;*0iQ)kb|t7xq* z)fB2rUD|C9%m5sX?8r3bT|yQ0-SjH0Y*#AIsin8aObi_i3;rVFimWgWcD zx*Vlb_3KO_F7u`eofM#ifizgRV#@LQb=r{CYmVVm{*mo3@cZl-v4-?rCha;A*7S1? z{0tse!PqGVHTQ|X8+r_d_%=)0-6*-_=?gzmhqt)dVgdd=ry3KrJ|#;%2(>E1s76zN zqoJNuzLt!v=RuwudPMN8MX*d2?5UyUkVFuD9!PN{pdfJ@cKN-(PF{W@vKD)$E{~-) zZr%R{d~7b1l==I~Eab&$;6}$f-r#5%lPMnTCLSaEY^Xb^W~^!yKH{7*9nsN{TUXQ) zuz)p9kPqMiGxU0tA&ZWn?~%}boq1K)vJSuK6JKXXgtFeCM}!bugxyn)Y_-E|qVzP= zS;P5zDZK8NX=E&dC%KjrYZjeq$RX>?5wN{GD1I!RLtzem-mv_QzmeZLUr42jnsAZV zARK8Tjm)Cr78dbskSK^)L=`n6!LBfmAVRDV-v*#!8VljVO+1Ej5XM}eW2^5@?{Tjl zcFKzEne>8lEhZ|&o)c?-))~Vv2P}7_f1)SJ$zIpQLCddI1Q5~E5K}R`QIs?+jhL8X znsYgj<)Plw4lx$FCTyq8=zwFLcEi9`p=(H1K@aN0__u_bO{Zs;$Cj|8 z{+XDLZ6Slvh&4OQx`^x zhn$>a{}q;_53D46`M%Yclo>(DLP!e`7hr*Fmt9rsHn{vFMOwyYu&t&TKN2QZkW)4X z#zG5nKqSGXvaw=aYK9rpZcY7w<34YNDmj|3evmJ}vA%9OO>WEc*HX9wP6<+FBR>5h zUxylg8ZXjaME#(ZN7mop(aE0dN-^@**|_-c_-^c0WinaWfALR;S=w8u+rv;R3jwOK z<+-d5m!H~ZkzN$6p79uJLpoU}3`~x=yESw-{D_FC;}RwHP+v7P5ba=Fb#vB4PA-*| zMMZVDPL;PV;f%`5XlOmC3>B_skoqeX%-H7}Fk;gQH9(8$&C3xnr|q-ZqCsGxf#SmLZ`UA*|~RB7F$kPHz0LDJU8 zP2gK0AU09mCe})~2sqGPyAyC->B19oYDJ(FJB3SeT8no{ah>=7X&P&@zij^_T7pgM z%CSIkZufb!1;-nChWpd%LOeGQZl$%QsI@4K=ySt#0Z78`wFpGH@~B1xw%oO_BVHI( zSb0<;60+Ql=j>V>^jLXRCjvGtcXK&WEq86~US)_3tafGWeDgq)jaO-$g7br4R~|Kq zUK+0wI0feh;a8T5K@W{r3U(dEAdkkYSk8@wL7f#(6(R@AT{pXqB9KPoRTQWG!l2B` zQaK2(@hXTjdvVZZ#q*z*h~=)89e*K6V8v6JNWs#inbX~B*U65*2mnboUPW-aTbukt z|JdXU6Mak#a@z4%fGSs(euKR2=B)b4K@%&UQbcIhyO4Hk)u5LKr)tjg>A`=i(s@6#hUvk9l@=+Y=*C(pBIE{E z10p#B2KzSR#76H6`DnfG*0P8Ry`uB6`F-Xc01YmL9Z2> znZec-nyD~JqC-oQD9-CfRxKi|#)M*!uAS`E;PMK7H3+C(!OsWT+L>BYiW1q|71)@x zaE4h^$`Oe+uxb(oH?S%aK{q6nf!JX;`Qv;5xvAcxDy9sXMKPB z>yTG3EYne#Rtm{KV+rlfduzmh|0FDrXg%fslsvGYw%BVYis8AVP+DFE(V3|GeR#H5 zXxVQvVS5$XC|Sh>07A)c`xQ)6DwmY zQ-EjmTIY@SM?571xbC(0nr+M|B}dc0!lU53zadZmwZNDM!)BdtpL6^^#MmOkhw)R? zzDx?Url7@B%)UyBf~H{A1uslp&OT)dnwFs9^3b*5n2^?niC5}ANlLTUhOt-T{->11 zlXjHQj=^iXF?t5(`i}m()P3<3Jk4wiFCcbbE5$-H+uSS43~eltL80c)gCGdS5<;Pt#h9v!=qLHOq`-%#NYCZmrjuZA|VTKkiz$v%r{k%86!`8PFQG zZ=F)Exlr>8GUJeu^E97*m*J#w&v; z!#c*EQp#{xi(Q*JraY|Ny;FLT383+Wn<2>vj+v(XV8GJ4)^ygQuF0JEmc7rA;>2L0 zHCVG(6JtJNK4MHT@a-p6B31Cf#Lqw9g3P$bSW@yBEb0nsQA#h^NxuCuLm&H|0?AN% zm*q_HruAHFVUU8IBFHdu$ErDF=8#hG92*(0&meG;ZzXr$;|wR`ks_8ds|DyXtZQOw zX5Nv&iR@^}oA5Ml2qHNnMF$ts%iyJOr)Z}9VaU=n*5s`dt9Lc5trx2ms}rjUS(F3? zht&Slv#5cohpC0BgQ@w&z=<0yUWd?(Ce0ow;fVbT7aL&E!@OnTi2n-X4ww;Xa|q<3 z{5lAR)Q7JQ)aaq#GP}fFLe__24mj*_+0wd1@g(Gjy$|@>gJsC&xY>ccIMidZrF4m~ zgyT9?_Le;x~yHJU#P$+Hjll@ z<{eRSD6bUYs5i`PPPc7dt@ATQ7NeEAZpl9wP#x;PyitnLT31?FF$;EB#Pzx8T2}Pn z^6_mx^-{XNqVaOu3mcwDXqrfflO&9j>>_?LDwrVQ`OL;=^$rAu-r!MFP2>n|Dv>81 zFzd1a?@$T1AMcXy)yS8?VQ^7SwXEw1)Gb^LEHW-NV*opR&#!7hR zVUso61bq;g2ujp`xrppRo81_f^pCKwD5$|X-Emv+jtIVJUC^6B4&B0z5Wb(@VY{FV zf|$Dxx7aRe9|0I&l>6Yg?(i+>8nh0ycf<|oiy)8g)h)(LYES46RDI~`AdT*^Evg#4 z4g`IO$>788`YnP>c2A^JNQI!U-S#!e{HUbRaY2&Z@-@)5@SnEG42eAPZDDo33zR_X z*AVc-kiwt^y!7~O={uq=A-toW!+8YpeP>*Pu!leCwga}*9g$lI)?n;mxB^akv>i!W zaCM=p;4}g`a^Z9l)dQ0uCVQP>TZp%QXfi>k27&_$w`Ne}_jqq~g*isf4&#^LdT zS`ATueJbl_a1{K7NY{g+2stWDKm$7~j7S4F+pX$IN&|Hm1hoZu7(h!-CJTopOgapU z)xB)Uj}IUZ2H3_UehVNf2;MfNk%AWOHe^9Sfr0)`cZBvF*hLO|i(&SWk@k}FjQ#rW zjaUdRv^BEO$|GQ?nh~w3&K+3jV~L0UVz%xF8RvVdz>TTK1V0&vmf&Rc+h27&%EOJS z>}vt<7B)*^B)9Zzn_P0KPyRP|DBN?mS}ID06#z5KmYqS&8ALd21^TuePFJ5?Do5wZ ziIw28>K;}gPFHr<1xho*0?#iQG4@w~#1aHe3`d9V@)EqaCN-GK53VQv_-bf_ zr-8Q&P0A`vjlRQb%gN-3R_!NU#Lkr{8Lx`(Oi8~7nI{^J8NK(+ouXUR)~KrjUw9vN zne78E+7;;;gSwmzqg~v1ZgdI0d)m58cNE4Q#Rv*Z}SAoFCa| zy;KgR3b9eS8Yk{Pj*GcNH6(<;^9ypm{zyA+%8=-vaQBI0YIgn9F_MC@-w$9tERY_6 zoC~BJUURRgbWtUW3yG6xU+%$;o9}P4Bs0qQLU)7j{(dCq^7j!LJ+Ihw*^(qRGmrLx5}8;KaN+czq?Bv8Dd~rwFK!}6x@?>=f-V2 zf08`|(kWg%&c)u>pYfsLV*r-%;d~RjY>C-l`{S7jCMmG`o^sXo=B;`H78}YN)uj}* z24WR#yu5;(-@b7Qc029WLku|(9Nca$5E)P(T4dI~A6@Tds!D2EZ^R5%t6-^h99dfE zej%j5W>o*jsT8CpQ@J0D+L%UR{=J4mw7?M#HY@~=Ygp=mHf#cSh7$O4X>Af57)OBp z3j^Iy+UhejyNb0m{0XxF4h}yvubq^2)SDr&Ohv`fXtTEQE~9b2Oqu+9{#f)A{j9v& zF#F}NwH<8>ysVV;pL1lOl&w0dCEah0`4i^20#5e3lH#joZ*k%;_aiD9f{2d9oqbEo zzr?|*7vZ*W+WC9>#9o1mA(B%pYjx}!!6S|iRYtNXN5pz1Qr@_pr|Uy zvqL-&*|1VwE}i%ZGrm4^7dP26e7+WwG9E{j#hUH*RCW|DlM7=v@VOjO$D5u`l{fuy2a(TxvC;_N=hOhNf1JQ)5fo`FU>Do)In*jP zC}^uB)Y!k7EB~M(sO#5LPjg z#wl=>Mw$lu4U6r**M8pJ5osUH#>Bg6LpjaFn<4L8qsRj=y1Lh@sueNNinzMO3;S(r zz>OAY>apw$WU5m&Eq_?6HI#lU(yN)OSsI2^)3Io{`W24Sc_@3&%&NND+>R|_a9Tge zudDT7@lv6Pk)iZodp)<%n)SV;+#m6M_1Y?^AG}Zb0kQzUHJx>5{h)m54~5$#o3C{N zUj-8an)Se-XT3yY{TYPytoWXaU6UAh47aMePHL5eVrs`F96=Z3=M}sp`qG3}D0bt)(P?y2E%vdcPwlGJXdA2^DjrH)B_i*nJ`qv%k}ZGSjU}u-|2t2p z1q+xA4kUq_LO~$pE&;1O^h^kt%MfrsRXBA{GG-?Ir6d03GR^b$uE4iQw%YGDwAp^6 z_ewt~Z;rVGA(bDny-B8E+4 zvb5e;wM6Z+IBS-qJb4vZ;1td9gXJve2M&-}RGFx3mA>%9%;mxFB8wy(roTw7EaWEn zLh#}IrR(D5&3DshQ^t6G+}}Xb#?r)b@3H5Kd=a>`p_3u6c10msQ`h58JNKO5^*Qcd z*5U`gfm&sBxjEl(1e>^eFp+FXKThl8TFYw=yygOxL-HO18_~9Bf`#6^_ztzZGk|Is z)V#hg;U12!q>Ne`Evf-)t!1-1Uu^U|q_}Hd8iE%=h2ibQtsUE@U#9;h>3;dV9=YMz z!bOn@{wS5{_?U3KP%Ln#|29WNP2iJ3wCxZeNnw$kYZwvU%a?e3-R!x>1O`{Gw^MIn zai8w?bC7qCb+pUPKow9MDNsOp1p%Pj^NFp^pCj$2gTiXs8}$2Mvpoc+62zuw7B^;@ zZXfPINUtoLixih+r&aH*yUC67K3JYD-acrtu3dGglK1KkSF`&k^Bz~@cQa_rss5oB zWf$+yr*R0?#2=*9iuyWJ@`L5b01O`gI}I$=>=}kOs!6t|pi_o7@+9om0l+bnxszst z)l8zCXMXkAciz0{;^K(@M+5%qVmSPC<-;}9OVl@RVH3GQ-EHRi1T%n1IY>NCk{qDj ze}p|RR2@E(^U^Nv)bF8;VuCa=3gnwCyKu}@P3$pRve>~64+}0>3u8gYay@1`EHu}4 zdw{0qC9*}SKPxH*RFG-K0scv%f$d|5aAW{r^gf88_x+3cAaMsFsQ-p&O57|0Gbs#X zcO-rcuAV=8c##4PY`_w~gfjOxH|D_-D}=J#U)etpD&4+_P=Lu^e%-KG^NS6JGGK1v zCC0yQ86$j#Sj>td)LgE2@zOYE+e8y@$RRd_KgK5^Imj97js3X^WSwnmCvV`*Cj43R z(!dAb?H-or_@=yBag233eH=}{d^v$UhXZTKe*Yp+B2peVDf8YuhiMf)%dr>ddegh| zgY4lOlH;a?{yFirqgew+73_5~ytce3$*Pm@)%k>Y?*qpQRgL>M2;S#9eWmGUioq+Yrpm3 zbUB`2iGK6pJu8U!R@S=7zp=nKgB(Y?(I^@&H5jx;;;()bT=snD4I&ArM~uf(oSV8oXi@yk!RJ#uCfk^5b7^~~Gc}4E8*&KRgkMPr;WRio zZkcK`2VL+Mtd98|TATL4a*Z!u^j2ue%6Dgmsu&~iDSV+E<5}h86(N(l%x0XV+tnM1 zU1L4(9(k+>MuuOPq$YcMVyDmjBw;R0%@rJ?A722pksCjiA?jEX5}#)U!A%AuYqIe( zPA7rKnH!n8!7PQRt?6Dscnd}|Vf>RONB0kY9!UEN--hlN`O8SrTFS4wJob(?oy86( zymGHISG8j5S%mlQ_RE@j@*(DxL5Y6e1 zb03+qUe0P1Pra&|sduo5y^!{wheaXe`FTH1&PrM(eJ1HYjb6kU@T3%zLb6AA@lD3p z2Wr{Ip`?g|G*Zz4GI#!JCp__quJ zvhxk`$DYIk|MJK-O%mK38eAa8Wh@U2V$mN83P-^wB! zOE2GnZSLkbR$+)lk35vA(9(~5$g+Ca6`bQ$wz+I!zeZu%8UlD)mB>Izv{(Wceh_q( zqI!K2Bo>2eF2|=c0$xrdm)3c0AGq5?nv)whpYmGO0+clLGzm6}dB*tD31v8{Q6Jbp zROuXpd}9i784UzUCO>t6Z}6(vg~aFriQhEx7(@KN#s26t@tcjsnQt{`>n`BO^0)Pl zyG_scpS!M_jZjS|IlwznD&T2WZ!kS(6(h4jO}o|3^J=upS*bAFl{neu#}AaSkVv~u z3fn!-Og?exgwW=V$>%;XqIxKZlb?n-N_-Mu=*#RIvtCF;`=D|;mIVW`6 zy8dWH=W;$vg9nKYAR?I!W3H@2?}bt<2F;P{4G7H8D?~7ySj!EmpZnu*|oq1C$Z}e46xUw*dEYbHDs|Oxlb!m zaZ^ret?*ClIG1XElhaediKOW-(8~X^zaOPaSGL91FPcuZ8b6alw`#4b-0-_}EV<+h z9`;BBdrJl!4$hzN0j1hr6HPs9x}k$rHdg-x8G1m!O*J{zL{!=DNC;^MJgiu z)i!Kwagp;p3^+`+XPxg3;G9xBxL0rI3yA<1D8pOn- zJ=JyHKQ!Y_A_Gca5g~)S734E!yAPLk$02#4ccRi0WJKFY5~B~S4!y9|goN>w-YU1p z{8{`Q+BbVn!}*n*qx6S)J?#><^Z;DS+V(G+g4CG9P|*;_7HUM06MG->I>Wix@8FXlSf z-@oA_F3xY`VFPfP(4DCtZ%}QIS32jNBK=7lL_ZL~r4BVG zO=EFcBE#j{B^MiOjinb<%e#Ui=Mfmno_7n3d~jbI_xSM@*ycCeIvq}$H}J!aWs=bK zF!E~SRe`R%q~o`1H(E6^%#0XC@1r=M?7T<%rAw0iZ z_LnkEq%FUWyO|P>n5jwv5n_?}zo2CpX~|y@l*X|(#?a;WESN&o(;l^*5L;Y7J5MIw zXnv-&jrwJ#l@Nr}DaxJ*`O}HFD>Ytx%riTM7zbE_|0`F41`{{Ud5%#V8;jjxGt3}I zIWlJYmuo%z!$4|I5?8+3rO$LawMif&^Sb(C8ZS{ygixqj&XqCJR}H-8@MBh^@vW_2 zfbD6N>+byT7w7oczi#J;27-9+S%`ybK6NpC-=2oKrc;?^KJ#h4s@W||{+IyQF@IF` zpQQu7?kh9_D`}|0;Xq+e)B=guL1wt zVV5z8Zhl5!|}0Q+HKac_dux9XPKG z6dtxG3W~(r3%&R3X_nIQ9U)S=$HlLYV({9n<-&bGzKrL<^t>QWVD+POUR4ulT@UnU zUOuS>T`82l1NjUwKorZ_*B=i^lgPzCvR_x;o)z*xcGr+XCiy%Zhwklknr%0*1L>I-jbRr%?%6C+Ryr&_QQ6!7sT7JCB~3F>$FC!qR`C?0 zXjo53C#m&W1(;nNV-=*N+PLgHN!GH~VC=oc*kMZ*`$*H0)QatKcU(egSD=CsVB7-QTZY z8BX>T|NT&47f7f5D=qa!|13NN_b+;JFU;A* z-=?7-x!q*3wHPbco^=D*1&sf4hiPvjhUALND1JV!^B96YdE9ulqWf(xB7>*?3~?J2 zv|9uiYivdocaiQc5JbTq=b;}-$21x>)Ii*}e`bmJ#EwFerx|ErGk#Pm4vT*2ipt4= zj7W`G{|l&PlK3ouSgt87DsYCk$%0urgsNVHvj9@1Zvf9JAE1=?fgI>qcBN zc&;PaM~O>BiE=lEusy0dmjXGf9CJk^qX$IK$Hi`rVJc3)gApBa))i6)KVKQw#83aV zmFINQ*K8#>=>d`duD9GbDabpLX zxncl_AWBcfX+m|bnRZZ+FIRNHJXV=MNKDuHIYGKoosh7h)azwMw<<}HM_$!VPOP(o z=3~6>AD3~@#_XXgp?dyDilky*V(FY8q(`bh#`Q0KP!822E(Q*YQitd>baD-o1V3XZ zWwu!!UHjBiVP5C`>{0t&0m$m40#<{el;jRzdEt|Q9)CBZ7Y%O=xqRUhbxJWh`P{fY zjbe#Ra)5}4pqwII8n5oDotK>=B2Im@iUyBBfU7MY^u6REhE*(n5Bl~H94 zEw1J)x}8(@`jotwt1GgvJnTC--fcPy$a#F(2?XJ*%SJ2_=-Lpwjl{{xyN9hwp6wcO zRTR#5(~GjUlA&_dHsjo;(@1__!zMca`}>W&2fZ=bTgSV%hA9zMxR8n(9_=~=e##Qt z_Q)GLpLDp9DNYfF)t01hTXRXlfN%vJccGk9B3&SvH4@D)%I{Vjb{nI!SaZo2Fs!8S zc%d22b1>CHpmHzi9qYyaQi|lgu^U*FjS$CEhqCaE6c>q4`q^+2@97yveF+N`f*O58 zHy`zjpNzPdnUVhHZ#LzE2}fGKrzt@z3>jL0^!&Zb&2dFcaSnINh{J0s!s3H-g>sm z`Yggds`vBsE9HG(jp7f_JyT)ZWFck^_c~R^2uTUk<4MkL&yj!n5eQliXaYD8R=tQ% z2Ua9zcrUP~FvM1O-OD}Rw0$_?!J)ecK7FdlysJ#7#yREvvMRsf8@7DK06u0d6HJcG z!GxvfwE4hNYf7^gIPaUQdx+rNb_UZC2_FU|o;1}wm!7ywZH2;cL6}|YQH)>NrLd5Z zXipNUV~%KK$6@U7;h=I?HUeU!yDe>Bugko{x#o05W`WY8m!K362R zvk$z4BQHOlOOLC~%Im*HxM!T3%g$tBhmLgg{-VAx$CJn(sJ=>3ltWLJ>|%0i<#gz~ zi0?z!d)}ggSc7b20jy~uvV^ci(DCj3@q$?0{X-XEhoFPe)SopEk%7UPCyc$F)M5hJ zEfMm`Ns_Vq`0D%rAiERvg~3@uhz0Tr3C++NOo|wE5zW9F zVv2~V$QtZC=sXf5#NHiGZGrC36^vq*qL$*8!j=-2B9>y7-+_|2RUL@qoqP2F?GRXm zz?RNWxo}4QYhCEMgn39tq#{(k-$IaXwPF>+{zzjSd>$9hp+Xq2)Cf_GPz;EVix2YH!s}_A%KNF;kWHnpBzG(6(6a4i2#IZ$`0IS2KYyg-g2igqyP={ zcjQp8h$lfPGsP?Bws?p^?&xIgJ=8+Bq$g_V9rXe;X=IFGzb`4B#Id&!nh+v*`Y==KsVwD!kv zEg0KjEv4{V&n=~RTWu|+Xj>~SrDR)#A>|lVA}yHPNFmS&sY7yl5UF{SGSi1tM>obH z(NlM!mX46U2-ewgbT7L_Uyd*cH zeULyJ56)%{k=}*KQltZZZx_nv)9wd5$(#Q~C%LV}QV6;@H*9zv#%4355xG4btY+L4 z8CUkFDLk&3wKEXWB+OAHQK=pmQv1#z#CMp`6U7!zdwys`xiwGJ?&Fp#-2gQwXyRUA ze6*zp5nTdd;1f~+4#L|8@pbl?_x0=;Y|PF8X391eB8=elB&D4k8O# z9&c6tvUVs7S{`QJ=c*g%q#?If2s0-@5B584?^;W2mnCXf2}~Y$RXzrT2u;k1B{?$s zbuF_OLhBNhkUK3r1yOs_zW~p=r0~S}hR$ypADeD}iW!&Xxc!oefI25DT9fZZ7xbwo zDjgSw&HZ0^_xlrGihIM5tXN_E3vUE#RV5=ig2gIG#r{Sc$UUbsUI>C9Y+)dXTtW`R z+L^`_10M$S7fdEhCt~+*cMik{^dtVTAY5Nu?yJWZ7!p8uT}-lHGzbuq`s>u0GjrmN z_Bh#n0Tmbgs?ZIDGzoowd*}v3zcXHb1iW%}UwnVE>;8cAN50(%c_!+vh6cmE+H7eA z8cbJsyrr6V-_dWS1{y%UQvt*JFt4zelYs^S&o=>+kV445*pCET#eo3atIAeRiGq_r zVQgEr>S2pNilk|$k05IUR)_x3#l4f3u$0V_`G;kcmNrUV8zM- zp^BZy+xN!4JHPqd6UeQXKr~?iRBj|*)~yRj0Pm5ndlOC&!I$i^6BuRFeV|crS+C@u zcf;Gt8WpJGOY+fc4u0j_(g}2c>>_xi-XaQgfaoH9 zAAkm7P=)WPSH!*QR=VT8NEJn-hevPkt_O3C95}h(QRU#YU*+=4d2zXCdrJ#GJlF#6 z0dA7Jg{x$3jOJnG0cbiC@Vn^gtUmvAL=`2_GaFP)#?RL*kufW#OTmGw?kb{oC#C&d}MP=6_0@Mur$vyqGO4+wAlc*z{BwQ z|M)tm;LN`8OaD6Qq+{D1+qP||V|Q%hq+@q%8y(xWZR3k=PX2Q>Q#Cagr*^&P-0rGV zd#|;gHU80@IagfJstl~0q2a1D^$%LtWLmWK4;E^EQOv(tx!M|sA8?J~CJAVZ2K$lm zbj7ALm~D=y9xabYaN|P!E0v&4qlsKFeR#rAk(CV}F*U;dur`_`!RupzGpzqF1J3!v zT((mD!tmv@35CfpMMi=r`T5<(cy^@FhDqzS469DyP**(rPc)FoH1dH3U8#ePW114t z*V`1uMDpIMS(5EFBbIMgl*DPdW)y9j%jq^o7rkn)ZJm+?{wAFYau2vN`8aG*mxjv66sBPG-s+1Ygi?ugpphFGCoQL!U!MZ6&MJHc#s# zTgK%i2#>T=lm3A0}uIm?QW76ZH`w7)fcqWR#+Wl(Q^aYhhB z1F@h|dD*%69Wbv_G+E>v|FeWd285YQGrb>4SK3g2kT;+jqwpy~HCjG^h~8nHyl=3y zMNZ=j>nAS)9K#K+JMW6ZF6GAGy2!LgglDDvO}Mm#dQG6U;MV22hly*0|B>hxgxtmP z&nhg&e*DHiin6xI5 zhjpJg`i1sXURi=a8J=;xFe?vO30XuTxo_V+0@|fEe|C{|k#w2A$x_XU@)H4MQ$lyI zKTlW>wSz#A?v>f$PxPTS%(do%{bqxP=6UdY9*s!FCTm}C=^u3t53K25;H$XK64%+K zJHUO0X$CnnW(NvUR!Tn7s|fu>?(fPtlpckoSz{L7%JG4=K+}P%BgI$$Rl%*jBb`?3 z4|UFi*I}U>8_JzqQ9i8~glGC^f-{KxeIyS*@9a0fNV$c}kkzn&!5O##KQyuvpb@v#$ic6f^Javset96Eb^(C{QaRA9tG$(Ru7DuJ%}5puj!95On>;75(@yDj16CJ%nNxB*j5`}b&-}KY#_Z%bD3DK=sTkUb4mjPDf zm2X#1t13L+8}j`mQvH_(^>LO601F*`B_&10?;5mnv;WnD=h#+AK?DT)8Y-pCw77ub zvi(z~j&+~CU8${|osEmzeLh>~dj3bD3x1Z)W6rP5o=rpLTI)}338So7qMqln;8WKxU5$%-= zReRDWN^xo=%i=~n(tC=K(~!gV>S0L4DdM92sC!$)A?hd;)==(4OL+RrI52?T=ncZO{|T5Sh=A$)l;z_h{e-4TF|7(lC12b&JnDaD=0Z$H>nWIh zuEUZ}5mlo8fGB5dwNck&FxxWv%Mg2DVp`0?Ac8%>&BQ}Lt9_oPw|O}oPJmL^KqYUd zxB7rqE>Bx4rKVhiMUZ#@*{qx|uhjFV%R<(+cEmcoP^x8-9oW)#o(i}|t#32VbTu@` zAjKlfYq4C%xj4Hb1k`iqG;wC&G>GLVaq&;za|^^&gfL}IULX&0>WQ#)_)~HIQhwXz zgfEJ=Ji#Lrb?IOR{g}aCy%K4#Sj1%`{;Q4E8FRvDmUcogeECcq%hb?%nkPY@#aYB^ z*}vO2`>+0Ss>R94BNDKS6sK=L?)|9q#JPz)v#H?Fanal24I3=lyRhexZe`fioLM+} z-QRd4!-Z7H2c{g6f371%QYN1j?m=HU=1Z9|k9g}Ps+p4MJ$rRpSIrEMZBAXVbxZ-4 z1`y~k;SNRHP`YEQ`2%FD9k0=NxdHW92bW?q?Ai~$tZm609RT5h0Gq1iWi}2Sh@O3d zmUQTnp5000pJv(gFa_~#>OHw;wse&B?keP=EeTz@>Ck5mbICwn->fWdx!R~$#=Hp| zZX)Uwr>S_kR#isx96i&@KgdMZfwID#>E0)WRBw%WYHHGNj+poWFWnmdU^`(9Xx~JJ zD~lqSDMf!^9jJG6g7N7r>rG=Sx`|P>RGX<%D0`{6!%gaiX9>tFr^E^&QziOt_9iLz zr%?DcsnQ=(>_EngBRs2MegRzRN=+FdrO+))xtlCfd_thy z2>`M>%nB$xPM0@Ykh9@7E7cqrmTO-)nUzXWdU&ehDx9%kU%6*K^mR>0#NAL&M}5eo zApMw!FHN=Z9AP6ql%l(waDxAG3c}+3Bu3^1nsu|iWoVNfiNj=j&!6|-sGe1h+k4Z_ zx%rcQHh1c%pPXAkqC_G*q67WHFp?>QH%u|~MCx(h6wn@lgosMqC%}Z0lKjNK z+w+(Pon)0x(`%%zv$I_MP_q@0Lin(^V^a*(3rt8Io^LH3bDcC9xmN8iQzQ8{@ouQP(ZZW-bj zj*ng?YTi0V_vv)Ug7*@S@E(?#`h^0(h**J3N2A%7Gvf!P#&Ta^OZ2FXlK;ku9jl?boZb9>eAJjzZU@BMB*x0tAAH|U`k zA@)@?M8$K<{Ia~(WHrcSJOVjplEI_YM%Gux*Zlp`LQ)glV3soS`oYqdXLE>>W{}^6 zp-%1I*xH+g80+_b?eMDj#6kd3$vxKn_*C(zi>Xr@zXt8EXa^v~mo#ctXk%;nriLR| zjxE}S1~-_mMZ#9k8oX*79O<04C6v{Z4;%_k3(s6+vqUXidDd5`9O+I|>{G3&jO5Fb zm^5TXO)aS?+)_yFwexdhI^;k{?AYHh0`gWBZ4k7DJ>4#|*LDw@Lk~G+C&RTtSmBSLTTsdic2I1SmactG zntQ2%%KN&34{}w74b>Wo#lo61&T`rQWAmD2t*#T!uV1=}$$G9mR1J`Bol&VVWykQ+ zbbOl|(>nFedyNy%x~JvrdY%52cVh8->rv}dlKiE_e|@=6wx$3o`uNaL@5qJk`vjSz zBiK<{{!HrljL3iYXKHKlisg%`eSa3K-HUg(gbpe|5oSc+*#}Nsh_#+ssGrdG8d^P} zs0+_mn8r!uLoa0PV&-vG$S>e3P4go=@CKJk8Px^4(8ZDp!?egeexs`VK;@x?=b=GY z|BU+c&Y)MLM129Qpd8uJB#a#pr~WD`yEvmm$i|#(NTlC#5pe@4YQJ=xSHOB=CLX_V z=%C$Icl|-6;<|W#*o=a#6RJ=y;8H%Iju1+0uvP&1(=Z5B0lxA!5?WGno4uVk^X=3) z2diP=>)J>M)U!SI*|BRUaa?L@3;5^J^(XZw5Jr!301$-ij=Dn5$kcy(*fPM}S9cB(zYvLMKrPT~D#qNT^XbxpJPpa#Lr9T`@j* zjKbTjMrePGd9{J~5VP7*I(Z4bO?g|SP(hRD`MfRJq=gPfB)s3c5htNYwT`Q)(_q22 zsi}gz&V8UVcytUwr@FMU#Vk?1Z$x!gfQ=Q6Ap)>niv!uwJE%(_c60BN6C#^EQ53}f zBQ1_GKf+^BL?OB5&B(t5x81eAYSw5u+gdISZ39|o|4=T0)j}-Bn zekQOVMakJv;YCO7zCa7GmqGjOb@%4a2$tKu&y-xw%_YA4)8|yTlK)q}UwSfDKm*6l z91+hVr>h`6=KUljz*T4lyY4vT&gFPIC&et%g*E#zdHP;$NU!PE3~+PkZur_oS; zvd~i~!+7HE+(d7g3N9X@IDEzISyTROylWSOgV?^FWI5D%tEb%ln__f_V~`@u*R8i| z{a3!rODRahj{cX9-iDaWS@hy5J-}sbqviX%Isd*jVoFC_9SKKIYhCZ~uF2UBo0`Fv z!Rpi&k2RqW-u|qaNd= z3rI%Er!#w#lfGWVycdcSR^oh*BR0>t)%yGt%j~ZpLMwcCp)d5}v8!RaU!?Vz8h9SW~5kP4Y2$ktEU;pHn(HbtnmYd6CKetS27MyCvo@H@49ALZ* z4P-HIoptXBY_r_uKxtSwbv8NTgs8i%4rF`E5u-SuH)KUgT(NO`xywlNFwfI6Rt!7V zaFdm2;{=H!R3Nk(XL z<)@&E^KVHB7c zb|$8pNEYbNke-#|ucOH!weO&AQ-=_xmS`pZcys^BXa+_?1j=?Qs#S^>0^v9=t>^}#@ua+YHx~b zkRXTgIBRI;7i(yif&IN64jFxJbaZ`GbZne8dAwd{)?P+VZcJTUmZhm)ZS4Ggs>RJf z@aFb)^R(mg72xA#a++-U^x<=(hiAayjtvzi&6^IZXzN=Q;4F8T6pzY!RU{w5E{GhD zL_{9t6b{qGON~Qjwm&l%r6X;rX3hts;@n^>j`$dM^WiBL5NlZ3lc` z&nJM-|D`l9g)$oMZ}O-~9Oh4730bJ(*Pvn+;5x!F>xZvBiGNtlxGu9$CDA&xzN2Yc zeE){VQA@9>a<_DDMR}phIbn4{3s^z~2qs{R)UaDRV0v-E`aBy{n?3i34h3JX=b+_5 zo~}gF>)%iB{W(V=)eBOB7E`$dI1i*EX<r= zLAXDqRH&(dsMFsBYmRly{QNa0DH0O_@E$_1dN&@1->wUIS%Rd<(qLZq((<8bG&v{k z!?`E+a3+E!<;9T-qq@Y#dp_+if+B5WfYar{=?-m#B+XY58z!tf@1K;Z>%`G!uvmkC z3an(9VeUDXeL0t6ogsbZIQx$CQ^Uz^4=j{?(^JE0M=bCxmLg_uF!sApQ(Eo?+A&qhh$;DJ07T{T z*Jj}vP9@p>Z~(d0#HUOhz>9#c!6FB=&K!!#s^YCOYLkDJidp?>u|$(?qxTlJyXQ_bcT(W!nz1pJ&GyenHq#ArykEz@U#wV2-bGh<|vBNepu6!jRN0m<(6k zQf!G~a7b+aI`2Zo!;bulh0Ao z41mw-@(M!j#roi7hG#9oo+!9E&{IiCyAWVgCk1o;)aJ^k0-N zpQmFd4*8GjZVMj#SaM;Opnbf(^9#T;N1(cfxxR;wy&b9WE{$Jqv5P@GphpYM5M#X0 z<0UnzRScJRQ2wbwnGp8u9VY8+6`GLeFFHAC#Gyc;CHb33R!np0bREW)sVgZ4bw{?L z_tAGQRFD`d+GQu_iB%X79_FI|q9Jf@QP2*t4b3|xtxxi{8{n%;(oHCmHfnXA({L4h5b1UMwltFK4*_P(J8%F>G;)j=5FckEka*a!y zj3l}qVa&>POf$O?I%U|USt^$m3Mgp80RV~cGV3HMX8T2m*NbEN^-m1Xq=DnBh%|kh zE$~ZlH#Ip1)B}Bne>}mqWq}R}q3D|-Wfl!&L)l&E_!3@z=>2hou8PCk778(cdV%HA zFtN?5%y?RBD+HJ|u+4|hAFp2IKL4v(*Y}m^{#mm5&EA@*@zV>=aT4f%O2x*LaSOnG zV))BG)DzKl`Sj4m@)Z2}ffQJ`ciRO(A+Cj#oCB_*ESEf;Z(D?M!LNv=I;}#jLT2a8 z@_9R~S@Vk(x)3lv-ZdZwzz0S4UPlxNvT&_LzG$$zROEkmJG41R2sIv@-r`v}* zC;puYp1w(l>Q4$DOqBR%y)zxry8{MOkdeRemS_+NMc(Sm|3Sqh+#HcP7TQUS=z6hF ziv({5n(SBfGyHVKpt>0~0+IeaOB|Zy3hed*=K-PcZ!%On5$v3Gq-EYhr#@o1()+#h zo#{xzUGWc2iUk%gF}l)|>-dnK=?G&q+{U3O@pqo-h`YZ~uC&C*oU#OG@}PEn3zmuD zWr6}tW)A_A*gPywgOlSKH7qRVXXE4l|1mS8qcmih%NWG=U92CK6KqI6{lA? z1&ZcP6^VU$tRFZXjnrSL&JRhA4gEuN9QX}V46Tpg<&YNFAU6?V)8#)tY`up6jz#x- z|KYg;&Z78&Xkcvk)0AX5SCPawevaVN6$5zijOG1tidO-hK>0WObKVlyR14xSKL4u5 zNFdm)1~>#uw{o`zyf+d&ywXH3LXaBzSzdVqQFeoFw({G#zB+A>{)oz-b3tV6YWfhG z-x^UB(^?Y2(P0Y-y*idVWss*e8Dn0O#?${I ztNM_*^B~=cX{@ek2Bb|w3a>iRUsVxnmphhnf3(_yQ%!T&YW2XRYU1)Oif&bg;P_hp z7Z4jWBN64H_^;|-5LrpBZfkSlzjE%Bm1@F&Ir>~*DHd|rMu=Gr#Hz%9g;-_m|4{qp zfKaws1F5K#2=rH}pbq74JeF_ph8X`yg0`^rk80#2>Hcw2{}WW37^JyLN!@62D*eU{ zX-&vNQ;6(p$*2)rgsxpC0@gnh>0;>EXR9sl3LcGv2CZhjPh2|vn4W8wUbmBo{JKi8 z6gh!KA4wSXPmkPs%@Jw#>U)4FY({ zyumj%+RqeQYSmA#JCir#$4@AB$FtZi#FBoIgQG~)4QNnRU3c)o%r2!^ty@WANP_Kf3%g^B3)L>EI{R0w*Hr3=%RYILXQ>T5LdmZy;ISj$MAe zFh+mxw9y*zc$!xpMQ~J$W(vnPR$0GNpm)H>4-&TF$>nAF#9WJRW+G_n>Uvptlix0w z`RaHevwu9s5Ih7oC%?x7N`>K+{VoZmd;saK&i}7-cm)QbuYN%n*+4petK# zLqKkx@seeu-l=`Vj4?d+@n{X6D}&p8O4NYC?vUe@yjUAT_>Z#hvP08G>8s0={rePs z8Z(o{<&d&L6@9L=+ukRWW-kAVJTojHGgM>`x2(JZ`Kw}bIvEZx@<>BDY^$Z+eqM&sN$H1q=r?ANe?Pv7>}kTl_V!!^9f;mF2yBA zCx60xOzVvf8#wh-UJ3^I^tV_T*cKk zpqFIu%LCr;44WK5CF%xKCBU_g%<`0;?y1g_Z0M0PrgO9W(#~8kffu2N8obxAaN>W4 zT^M7tcw2?8;FKsTX&C8-6#J!X#7j0WiP+9)?v9J&h2sjgJg;yT(Qz zb?S%INgU|AaqYL{J&f0IXQ*HSEJ``X9!%(K!!NpjTpFu4hI}gxCIQ*Rf7#~_M@@=aVEnl-5J`Znxp>gps-W+~XNuTS#XUzBCmyiullkqi?lR{v0zGA#QXUxb% ztOy-_uGyaBs=joK-J91hZe_dU7S_yJZf+;+y99=p%+Zgw4*>s+uH12?=|F@3wHjBs z+asUGJ0?Lxy_Ma7l4bvVDsAgy<&%EYe_p^CS;CX$&sg~K*lD_m>u8t<%96YRd(-d# zY7IDGU397m!u>FDue*()1vQO-%92bF} zmu56!D#}D`^8l_YO?HsP${*!gW2qC;Y0)-;lq6}XL`npDxf{&x3}DSD;{y1n61kblgi_#)`g4dCY? zG1gTVku7^lFPcfN@wT5#hhM9bFG6aeuMoi=K3~Pp*|r(IjSefH30Bmdi|?M|D@OVr zpIMPN>ipDW+8pjLS3aY0R_l4G#X6lyJe9-?lZH!-W}~v5qbA;Wa5s-E!le| z(&>^gKmaVv`#1*X8g=OndcNqj5tSDkrxUeEuX25&n+{K~sq*3{3m=@aVZ<+}8s;<0 zVbqP}H6F_iVo`4xZRsSonpUJxkq@$jmug z%BWQW=hGrorG!hFMADt&M`g;k@QaljCQQ4y@u=iizPfp?wHi0IzMAyGF&lTj8i!x) ziE~0_kxuc#NqxefmBM=N^1(a~l6ywPipioy+<#1|mI0mXc@n(ys!`BTV1x}bFsigK zFlB(SZaxRAqKl_Cx@iSn6Si~0z<2NaL1`oyL7P^bZq~2jO^p0Wqo`a}_A=q(#)V(b z>Z5t!ba(9Axi!?3R#7--WlHIW(TbLq@a!Gfk~mgY&KQ36C)O!`iOkxv+wi1xiX2$7 zE~@BQ$+Jr-3plui9Lnq_Rxxmjf)XTG%xZw*!HcwPilNEe!rFgY`V|qmnrwX)s!^-U zf)=a#-6^iD!{I8HLGcCd6vTDhh$~Nm`+V+>7*v| zuN7|>{ts9|u6ll>dP<~$yWfd{Sp{1f!G&@@TZ(M9qaQen$ zv;=iKHW4D0Xg2LTdo^$(Zg-6U9+xBlr(*(ge-yV`{h|7MywF<;?SmA=Zcej?Tj&p) zioqg5LoRH4bf}@p|K3zJ3YS#5B-MY&-it@&VmRiAc*Y|WlM54$6oi0tDmG`=%d!iN z2YgnrN9gr^FUtHDEx}XqZ5a&Na~rJXk90VMY0RRkIcv)N>g1vdOOZbmxJ$PW@LSo6 zMTBkoBqj~2NZOpyt&wt`BGeEPk4yCLZK1S&Wm7Kqfhr8KMvCGhQLL5!3%zA(yJB)00w`}++SDRDEZl+PBnQGZyWOj`K_YSET&Q5f!*O_+P4~U1dC=q1S z)&H~UvP^XNOL6#D5Gsab@>1S@L!KPFv|yj6;(D1#;i}0ZOX59)m?;W@CbLxEFC17U z4b!rgztNQNmUQAs;vvw#w)YR%p35r1j z3DjMb3Wb4uYC>juT1jO@A*27b`wJgkQV)v~{rV;OGnketvGzOimTx`vs-)$hWEh6BZ2oNpOijp@$zJJ@239)v9;2I} z5bqmo87T)J17e*t1Nd=7jdyC0Sbl^WS4*L)t)X5L3Oh>zk(Q@;R-7S(wCQ1C`3<_N zx~H#aG>S1gSfUZ!pfte2tP$4ar_cSCtW`!$D`;tgfsugGr~K^~Msj0*v}z(Hx~gYQ z*>`Nxwq~SZ5+|^)@G6))gmf?rGuy%l$$$QfrevcCTD1ws9)jiHfAWA0ao+P19C`3w zDJ(aFuDiD$-39#tPXgpObADoj_NCjD91xSxl(B!-(0AQ(k0~JEfATNP+2XN>&h%|_ z4#=UWYhw>=Snkg2!wm=^v@=p~0{GMVJ{I|f#JgVw-_|}KUy}!PN#kSx6R{*j+Z=)J zYvQMDkAMySyb;>b)kWqVdKKE)SZDM;4(J^__z&^&`%4#=J64uN&S%6=*ccyZ1?Cv2 zpAn(IZ}H@~sKMKKpy5 zx}O*PK)$4GIO&PFi!oCqC=?XR#VG2nOo|ky?5KS>#R2L!8Ub^7(o*f?KM5b8+_nN@e5c-LOEy`HsRj@9uiMBi0XqDJ~tY!X1kx@{J0Kxh>BMtX^`&($<#A&5+UnE1V0DX)I=k zQXFr9S@}$~=ROZwtb$rv48AaJE^UrfSQ!k3I4iVWQ4j|C8aFEH-d>8*=uwQ$%vmb% z3C#FsHrkDZTsLi?urTE~RD^xhuuYP^6m)hTWq;;xYheGH6Xn~LZ6aqZiuq`IG-Ws? zHFa7xkN&|+^C@jvY8;FdRrO`R{`_P%QaG3hGjr_?iU;DL{wP_Y>&L(Ulxh9u!xCDF zzWpW@L`L~f^uKRuRH>l}VN!AXaFfHoEiJRmQK6+`e;bGoRtydvdX|Qwg`H~%!Z<7O zB2}fII`{!ZOfh)GKY#W*5($~;M9UgrewXP54F|Tg+=9k*BvWZ##$v%=u_1A$yGVjb z*lr)___uw!*Q8{*rG~{>oBNSC!7W1Bc^^c1Cgc z@|wFs{4Z>y?O8ZFz9esVI2I#>JLrT}!irJ7_7;kUg+ch%Std$J$dp|Z4u)F7ylk)v z!@c3iAUf*@WeIP?#8Zxa3PYGjpF+2z`=dcWl%^;L1TPKJV`d`HX)7w#emy$`Yo9tv z2H{wm~9UzHu?)L6x~ zfjQ_k%4{4onID9h{rD|G{CM`jQ<(El1N~kLe}vYP*ubeD z+3((aEmO@rU)sEO{_1M^Wh6~D6`b2mC-2ApDsEHPXI+l(thSAoc5sk7>E)OwooVBV z(Y{}h+bDYzR&wW|+YM-_ghAk6eXuAFK6Jn`LUDuXDq}=BIuK-?mM0VHbh!V|!!G+f~gYkp0+9`ZCfq#&FTr=I(jPMmYJU zO{7qT>u8(t-jCVs#^TZM&&bFXVA1v#gLfBvo8)E48jAFbP~ByS2d*3WUOhhIF~KzW z-iBrIM85pXcB|zxB&^qi<^#Zr*+^o2dc2)&^y+d_{YntM*ndLp-kw+$mJ=3glcOft zA(phk^oTPP3!e43WBk#LgN<#-9>_e%dCZW4M@nGGq~zHQq*8hWd?-)1+d8i$TWg_JjTxcvs6K4>^lhxnaM z`fpDzZ(-@#rf7N4reza5H>$N>0sLzuY zmmc&e>t#I>`;CjxRt*r>g^?>x|4y1v1B+m4 zeHp~XQ6$UIYLA&*(-Ey6FN~f3(1aEN)ruH@CltNZz+EP)A4Vu1U_4_-GO%NrBwO4+ zFfhlsY`IudU;{*WpSfJ<>wJbRlpI{!7~1p}C$Y1;Z=SI1Bo&HXgQ^(lEVWWP?hE_& zK>ZI2q0ru~AHbBv;&--K?IOH~jUK)PAB(NHQx1=B0#ga=@Jy9YEsoQj_Lok`LS5Gw z1y=OHV>GCp=B7|ezc58c4xGNL5^b)GuPrMtc^E;#_p|k$tEv?dWUFs4$Qs{@@?<%y z5Wo34C=TcK)}O4P&#eZ4!UXiQr~WP2yZvWx8&(upgnIA>n1uLGPvt` z{dnzp+#23e1I2n;t~oYgwWZo?%J-+?jQ5w1HB=&_x~#isll5vf^2Mu%Nn~4&qekVt z%qLM}f%DW+7fOu~g+va*^cc@;+XJsXdA#*bSF3byCf!K-w(A^>jtmi+HrF&!ZUVaJ zo06yRY0(jXXA7po4y3qUoQ*6!jGT?Ug{7UPg}a`9+ejJcI)vU5|D(TU4 zM_1U%r9iKzR=0-L`6=!`-9s~vb6k`iEuBoy$>NaeI~eYpJ+J6y=Ih;LvzF((%M-x+ zK>MIs=d~DHF6XtF6lCgYH6BBGGv%QK*k>I+ zz)pD{Qdna%{w0dTq@ohc|Pb#maUTTUFS! z+>gVNa#fe^$C;%=7}4$?qa}S8Tn7~XRhu}?9P*xguGOw;wHCrNF%??3u-b)AZgRNy zuYX2YP8jrb+8?*u`-(E`+=gg@=Gx=ODCdcTurdt>+6-^|;@_8<-?}QA$YD3J9L7QU z=UsH1tZSd3!7!5@ZQr?ybcJYm>{%e;afwbq{X(rG`n~pXT?mn|DC^{6!AB%GT zr01vlBOkO&Kp2t?&HC$OD>L^~$w$AlxBB>$!7=;zRnjGLs)=XHyUA|kYC3P}Z`K1n zl+*Kd-vZ%bhiyJplT0u0S0?*bmF{ZH-RynW!8v;>?1ZrBqMcXb$Z;dJ>1j2CL?{Hc z*Noxyc}W@=s3-+#gVAR(xLXWlO~;8Syp{5j^M70g@8Pnz(|o!QTv;DbAnThYTW7eu z>4>_@KDBBEnGV#}=?qMS-Gb%@SGppLlHa+`=kq26zB8n`?gavGm@|uUX}cVWx5*$B z5hv>PUJ@ETUFU}agO}+>7!K&aP8g9SG6EQ6x>1YMx!uX!J!->+rF2KE8qf zbARmMB9Zm!*&S)FQNpDSmchQ!`tgRlKNDkE==QnY)FB~te(yu4X~K3stLN~*(#mqdV>sol! zmKt%&pXzKEzO8++L!2UC3SR0^hqKYW_snvcuM+l%jHWkA^A8W^pHEv!z4pVXYO^urWWc=C>8`H_#oDJSN^+jy6T@)RMc@;1#eGbo_Dad`-n?bJ-0(U~jW1Wah%FL6BZ7kRcKc`sJ*XFRKQyK2zZ$_wzHG6 zf2hUQxSX|bUN-94@S}O3C>!j&$^fc9fK%pt>Y*edUx~m|$Mx=sn8Y6OCHEyR&&8Z~ z7kc&w_Ump;3Uk%T;{n4)QF@@t5xH+m2Ri4Jz#r{zO{X^9cS&7^XhU{-cG0?%QW zZ*Pkw+XvXbKIIINRGv2JL<7mio}e0bt?lFellO~k>8ir^Cei9^gOi~G37x?aE_wLX zl{pMqC>CpXrTgBXvJeIDckdBg6tT77sYTI>Y~szUk=~gQ@~0aHRoRc9oy~u}&Ym0c z@{H5#8u{;zH?eHbSIhJfmfmIoU>&APzi#W9T&!)fM6L`dRNF)GVLo5M-SQ!GesS07 zqgLDZDAujGY1M^=)a`iIoyS_rc|%5~Dc0~S=`Hcm{;?G%(2~mYdkz;jODfgXNGpH0$sbt(_(5@RE5l|< zNaF#5NM7<0PDlKFL2z3{T^iEo(R;gShp2NqLukAwxWvC+jJ*m?*o;sKdEj{%E;3(y z4XM;qanQnNysG+pMarPefpDsk=RRr1k*n-Fr|CTDv?;ad={ zwx`d%QBM^t$HlNM8!i9!L}`-8dB-ix-6ZTreOL71%DGRN0+0WX5DM4?B(f(%Z}Qm9 zma5IU1pG^P+L?DQhg+7dhiy!6FNga-&4?l((plq_!(e`4I_n8Le0G_81)n2u4_GbO zkyT$6<}7(ELc+hm+Ik;?P32RU8Ir+vi0T9vvc|*?Q&)eE1OMxZ}W%0<=_rgoXz=s0^dY0@1@nd++(^I2S~b=LaA!XGi7V!}C1 z-K#XtytilGoe#f_FeHNhko|Mb{L}w5;okQ#F+#w6Q+~6`q}AEe+Hx##)waoR8kaZT zl3vPV%)8Oy1fjKh$L_(H$CYnlWy-oRS#O0}n}6VDW-K9|z7bt*G&{&DS&q`;;@$CA z)QH@vVlvQuK}MtHVb(SAl$gum@+YZ7-8Im>me<@&Z$8pOA*~DV=<}?|=ko7;P)E__ zt?Ck=Zq>&_@5Yq(skxdqjng)E`=DbPt`5HM zX6(SQzQHtatHXn`*ODXGoN+P+U7EgH;oX>V+1tt1#VEW!=zTf6W5equf2j~%*-kHY z>R-au2VnEnHh5fj-}T|#b!h9JXwmWUw?`WzyYux?#wng+RWAeg5Y*N6Q^&$EC@0ov z!Aqht>Y+;`Lkq>r-f-ybs+Um!aS2?W!W>8zb7FHh`K-tQ?CorA7e{i83^&XC>VoBH zapBT57a5tDaaiT?kHTSJ?TL&WO@#K46?eep`ZLCZd52jT1T~1<*Mq$whimg7N1>u< zgS+!=RBnuxq70oxJD7h>sApJyl#61qZsN?h&9lK~r-}Hd;umlKCXiO}cE8ow=Izmo5tJo*JOQ zKbRDwN|1@DkcNTLT%{xN6-$lRDk% zwCbQh?Il&H=oES>t6in5#7BM)tZp>wVFv=bye_WkY~!eh8XHCZ`IxvEtiY*fQO3eg z5dK5qSE-UdQ-LpRIlA-7t~wo)Ms@D@%4wb8@&m06;Gxr26bIZu_ze z99fAf`aWO35y9^J>FGNDD%?Fg7TFTZc-nW&;kd`s)fQ-MX-qg2a%t6#&cv7N`LtG> zw?dUg80Is>LvLo4aE|+!OEz|gWFoP(4W;y?n((Q}6}>#n_VLR|Kd**(m!L$={UC{& zPl)y<29J+bW0@O0n9e4Imtf)+Mj4X7_T&hfL+^j6zOe{2v z%*nRYkQD#V4<*!)k)-0HoUCk&!i;n*qMVF$tjt1ebexP_LUgR0OiUbHj9e_t>`cj; z|Esqv4QuM^)>SkhgBk@AAc#P5cvR+)z(=c% zRq6n!fD=?K)Bza-RjcxemQVdGA+>U=Uj?V)gm;|;YdO2mbMKG)T>kK6?|s%@d+qmK z@7jl9dke<@uSQlL@D_Y%HIT$~4@iOUKoZxvQvwP1eF}UJ#AyZmYsw($2mVVYO~Ygu zL&5YI=|5FQ5!|eQo%G%RdBoDuI{eH)2}@H<|9@F2ySd?}_OV-2{F+$eL#k+o`@S=O z_!Y*?SAX$^dfMD^zKcpy?bEgiVm{b-fB%_3{I@+BwQ0l8cb-12e;EHw{GLybe)`Sb zb;-Yfx@T^o^6}Z*=jXm;jn1-OqodEbc~`v?dde=h1WZ`(ldv}Q;B)J5*09oh$%00i> zb3zs}3DJhKuhT*wTA$e?mE?G?uz!{x!u+%T-o_9^ac^3orTsHIAIX)Im(My>kCWVO z*`2sS6_-)>Nxk*^yBsf`uEs9BWF@h)^N$zD_0nlJ6ATCIGLKn{c5B_NJ^#Hw?^=V` zq1bH>#OGA6pGGmn#wK#3;aFYO*tG0j4t}2mR#gP5PTx_Tp1dOC)+wxK{S4K=hNRsWI8;yB-&Oy8np^jkYiWDr(ih(@ zGW;~#=B%Q7!#lm@9~ds3uwi9hFIHJB3B5Km`l~zcCk}{8&pCd5{kZkIbNYWc#Co;* zy1f6}cAe@s-JUN5!yFg*tn%=lyfCV2Z`p&pX-f9Ky|Yg1erTI$^@5khW!G1xT|KYd zHg@^M^Uk*&b{`0SxVvs~u4w0(c~QL)su+1|UDn+T(!)!3>nkLSqGU%eJKxw7Nfan|GEt&P^jDLaeP#to=3E$va{U%%GH*+)3pcMY)^$xU!8NLeDHS-3)%!X zA||fRbuA;;*Bx!MI~6%4K|iW9b8@+8!rqZj8gI2(J~zI_N;3UA)wepcVj1zjTP!RM z!ynb{V{9{wR*!1)szx;xNONif8RwUm-I|O{zGi?pbqh1#od_(w{q219TugG%Fe^W2 zA7fD;=Xg>78Dn`Tg1Xo=BV@C%YItFsP#^9yHe8}NMucpg8Siwo#(!4b?H!u0t41u0 zv_8-=epY<~d!a_QBW+c@Yjs`71^w(Qp}c*;&8@p|%MBevZ|2Gs;e@7j})gReK}R zW=)61>D)iM{NAl?>alX`uu00f)b)w`cGnk`!I=TU>c$>tc4n8|rUoJ@<9@frCjFcq zhqLV)UZhXy&e*tM+)rUWH?p>Oy-Z=tZ+=FIwb>m3g2KeS<{8T#Nyj^Dvu%~eg2eK> zYA@wYk993)i&YK2YEhsDnmtm4)y?7Cyz4|x8e;kvh4F!>o5SBGB1V>EcY%#Gt6H4OeE8^2J{r{ z5;o45lPV>|ftt%OQxbe!R^%5gewpp8eC3gpS6dwQx|i};DXgBc^btH8qX}1b7o_K% zvYRTa1z zLgA%^IiE^XWGfdAO(=}yo?toWe#|Njuq#XttS?^NibacMnmVQFBWLg#7#tpOb^OQ= zxvu%JNazw)W-e*)jTXmff|S{XiGioRLbpM5xvBs3WP9%q@F%xHBHx_%^D`s-ac5Cu zcC2#TL+zboc*XcS(f$j=u3Fq={~Pv$MuPPXK?Y)r|4JU&wSM77!85vXY-o%Q=XHjX_f``Ri9=0oDGFFr0sG-x>m?$`XpERdI*qP!k)C6Y|r^IKPVx z3UQ8#u~`{8$gk!z#!VC<@vEDmsf*Io28XC;#^HJ+5t8MN4H$_J(M1v~I-FcGaYm>D}Vpb;iVjb2>hml(DkgdUw;n)0;)zBSQ775*_Xv)}7YMyT;zCo0urt zV@OWY4C``#x9*)D`|NIoBXBV5Seez#_6-@!2Oe564(>M@6ZCV0Q+3mv9wFPY@^O&;q4>!TvK5o%FM_FBMAd|tCv0>Bgq z(HihQP_GgG_`@#2gm{~Pkfwqy*T4!l;&B~=I!Mk3#PqK)o~nD$*9KPqPEJ)#_lY1S{x2C=vzK` zae>|9eX?uy&rC9C2QpZvZyU6W<6w2$s2dU9tFbG=mJ=&R*5nQM%f2#o%=HSgtbp2`e)AG1GbSeCzaZv2Fc4Ni=x9=Ba-Se>8pFn*LW@@>Bw ztB}mVDyvA$QDhtuqW-MP*$5m|4IJCCc9!0uYQ$U&?h#i_IA9QPGMEK2xWe%H%~Y58 zcUBk|T&VrAYH+1t{mm_>Fwus{cYm)vlPLbf;65qydG}kp8$1&S<{AShr4LRVGRN@A zq?DE2lHE-6pq zS*c@RmgR`k3e@0q5RfNq^a@QNgG5?DE#L=q2UOA-v;qX~{96mP&dT2k*z!}kn?ZMy zTJ*)LB0o+YSq`V`grJsOh8E^nO}8%$5jI+dRp8Mk#RZTB9_3I>0L`3%q8z`cZu2e> z8?tH80uU(<$fb@Y+5Rx`ww5Y0B5$iXKEvRs5Xn@3laccqqi%o;YTk^zdE#j2&DzPzcoL}ucP1D;U z=|gs8p2wXQwtqOQmc3eKeFeAsDPru=+I5M8D%+JeH{Zo=Xlv8?z%4%9i$zDC*|JhvJTY`Je|5cao90nVv4-m z@s|En&!GE8i=@olk4vt2B&jcTIlS8>>KS3v?aMkESNYTi&HL@qQupoOyt>~rWJ-r+ zQtrMEQ>`r%YYAdg&~0_AnCrTjq6jA&!f0H4JuA^;V0Sdf3<)s;8d?WYRu)M z8FaSFagnSmr`{l0fo*0H4b*H7FtP=SoYa_;L6EYBBSlp7>!<8J!#S*TjN?jU7pM^- z7tEu~TF=Q}bLQ+pK7F_@+y%IXJhIrqQpU;I+XPqWdMWL_Gw!sMH;3B;`^|LSW2Wms z#}bw+$bqkyqUNVUy5fYgo8xQq%A!eJ3Bi@;Ci?wCa%C|T1?D1}_OP1z?_V3g`?@m2!e->RP_`(8N+=b%2MbDWs1kZ>QN!VUvq|#q*9XOn$s~ zY_ux*aOU{dfSA@=>*5TMzxib&oFkS~(;}&+(qOyU+a1n2aoIMej5aCYSEdpa z>d%URi4{!(;GZh;UfPlJF?9W}Z3CC6Hm**IDR*7pbg^x~M3BF&OUqrJG>l>fJ>N@C z*y}k##jcTTPA+%j$)CU5qXswya^y2wNiwP#$CvT8Idv_a83wV&81Di6`>1AgK9Fw+ zT;gThSi;yHG}`8Cp$aX;2Hr7B^0Obt4N!JWn^m*F%Bm0-MB+m^1x)YWq0ZW|)jNLh zSOX~FksVp=AaU-;$yVwv_5PGUxBADu*Iesu zHf+DYu2^;~>HgFsPyf?fSUUUZqvZKFen?w?`>t#0b={?og?3(hB9A!-pT+*OrS8%7 zH26OPoowr^s-$zLpA1b|)!O5BrG3wrs!fif#I?&;*jZzv35q1(yZH;3>z+>+yu-@z z(WZvcv43_EBwWeDeZ6VJF%m9g>DPwK8HPU&-nfx+WSl|)SGe?lmcbdg2?oB{HAXqy~qQ{ep<$ATGLL7)Z|@K%v;PyzRtB5e%Kj{<>Va(=W3 zjKt7!6vOfj5}2HTmyG>ZM_>vh)C5jY{H-H!ia{pEc8)> zOoE~*nneaGNMt2499@YF#RnmiV|?@zGDd-H6OB`^=U`vcj-W|2th7vqgc`t)0Ewac z==3I9B!G}V4j{k8<5O9$cnvh5eM<`3eHBpFz6!|8CY+u$RDH(-?i=q{XGw_O^4=$2Y zAe1F#*q?j+XS8HE%?B_`%1DHtqzuh^q>MpVLgNIoB{WGRTSwD4vc)vR-LEyXfA|5w zh(S3aL)&Bs(n+~)z#PFyAGrd_x+H_kkzHU&1*J>;NHCT~cTIuuaf*=;V+2A9N`Y*e zg8rK}hT>-lNF05s?Jp8UK{Db`LSYo5X%t3t!Rr@0U<^75j>-54qHsn3#LZDarog$Y z(fS#bDF9eVn@q-spG?6ZPSaqLzvDE9Mvw;oSpFn55SSlU01%QF0ewiQXqIMu^ntX2%%N?hLcy0HIZh*@E5{YwHHG~^C?{~FHi8{Ngjh}hLXc+_Zx%=O zNsyd`nfU`j!1$n%leCP~4VuRl@BHDAs`$Glr)Ux}OQBVXT!tg~gn|nVxQr(H1m+EM z%PU$6pBjH%`-hr+qLCkcj9pL&H*d1~E*hDin;Ij6pd(8pq)j)V$m9isAze6N7BRt~-s%GTOrQ>Orz+G0 z>aA{Hp9$1KoKc`AAUX2Q>blJ)6sUtZq#*uq5Iv+#H+8=$77ElsT=6&IRG{AK@=PYU z0|b9Y0z<<|V5qk`L!SxMK>|a=3D=DxQ|a&n+(NihB@Pa^Si^<`&K;P7rU7G}l1`m+yGE-qtb*f-1YdRji?lOaJr+#{isvV8i7U4sh=$TF?du;r?xK#Fz13?!Yf`nP1Rw^S>@QxZ8XA1qZYt zuO@GSEL~ZWkOr+;lQ0?r!2P0F?20v`|IdGG z%>2t@s5(>Ao9y2Cjj_%PAOZWd5C!`;*UA}&_d2VTN(DD^?6Jp>a7YPa9 OK?S_rfHH@3Q2F1NiX_MY diff --git a/doc/cheatsheet/Pandas_Cheat_Sheet.pptx b/doc/cheatsheet/Pandas_Cheat_Sheet.pptx index 746f50851696457aca0fa1189bd9b96b5f558141..0cefa8958d5d45e559a4af5a263819bb4da9a9d7 100644 GIT binary patch delta 263303 zcmZtN18`)`yD;$BwzaWsJDY55+qNgRZQHi(Y;0}pZ0vmd?tB0B-FxfSuj-keo;iJ{ zYI?d(KhK$uILMGQ6fAjZP%tzg2p}jRARuBOV|%cad0-$QD1>^fZyu-WTA zPn{lsIG+*qFi$VtchC}Nnp8g;nw!m%0)|$CG=Vd=3J21Oh39=LFohQsv`B7j9d$Cp zh4_Ni1Xb>$Z*F4VjUfpT5%?v0@HGVWtkCK;;ADja=gR0=C-j9AVpzcV@>_HPeOwRn zTZ*=dKa<)>Q4GW(NbM4*5<~di0}LW{R|3>=(iHeScW%Zn6}oH>d@8ERG{zKqJjK2Y zI0qA-fcC2tUB6UtQn!J9yL_q$p3qGXs3IDph1P6K`Ad6BCrWDo{~W25+H{jAlT34* zslpII9O4viObIowzY_-&a@-eX?yRWUGrX`LO=$LB6PI33so^Y~= z>n<0bQFR5DyR{_I%94N;sp!X^cl^u`|eV z&q5!sAV5GyiE@wx0K0WYq|qIUOF-By_uNqU-5^w%KK??HtVr<(=;n~1@@R~;h(+ng zbtfl;Vue)l;{>YN&WqRMsCYZB&b8ImW!ii)nh~K+aL=eH@#Oca(a*sT@3^-dcIBib z>Hd*V*oDuBgS%1%7HhNx87xcva!6)j#M9LstOdA0K}=j#fRYaxE_q*TLPZHgh$Vhf z1b?9SbRZ?%LS9Mo&6ejw{DWh21&r&rNE`T59^~P+tFLr2&O98zFC?JMIAa&k zBr6SgKnV^Y0f`DXv4?h-vZUjlm4&VkT5j7;qt{zS$0MbiA2O3_wX1{mh6(wkklnw) z#SO$IQ@F*5;TP!XrxSVM2I-@SqBi`asn;TG+uO~&8d({#euy_^Ytbe(USUk^H~HAf zz!9Xl@_Zom?3ekcWmIg`BT`Z74Qd_sKr%huJG{W)0z^Dyp+bzXZH=(H(ODjhuPc0T z2H^Xf{k3mCF|-uYuC`+~eiES%V=ePCEqxO1a;f*GbWtCpAG`kSA%9G!v6CRqTytA- z!!T*|JSz6T!@M!?Sv2hXfh!dnmBWQ~i5JZ8g!VeLUvr3z=g-ML7yd(-k$eq2uJ9Mo zFomE53;k$3U1`Jxe%8L50 zw+(OZTrme;s0DZazByX#1IihQ15<)oRMyM_d%$aH^@+kf#^6q?%DCXcPxZV59V-R3 z-~`Q@DHUR?l|ry+Z_|qSWE&;v5fadW%{zyvmPlZfs_<1u+6Yeu_fH_VT)mt9? zF3IH4Y80P5*KZkBbRkofm(O$EK|q&^juQl8gbjDxl_cziH=VnPC5}DV4PL8ZCL4f}&TodvL$b>;w7p(q> zslEx=t1eFnMo4=&NWbEZLTbxSyK*YbxFXb^UhZDclsIgoj3TH9*4?GsZ%$DB7a>#* z-q@THW4&Pe1MIN2OM z0CBN>IlIr5ulLw-jd(ab4>!%M;Nxfo4cQspUi#NUb3BaN2C1Zpoe&Lv1nC#HUQfQU zL5AD%{R6f~-meGFsD+Sjft{mIYtE=Q1&VXM*uo}O#PLE>T9e601zxI((jP4z>!h(T zFIYZL+KJm^IS&j8{;#y;xwn*x5~tG}0B=X8m$>s>K-)_k&u_u`%DtjJ^@QTz>!11z z3wjH3PgZNtWKjeY7eX~x``7zqoo@k5LO%-Y0TgYq zW8NI`#|{B;jF%Lv$5{|g-B7dS9tu6t4fTZxGq~-RMV1C4A6VO64BuVs+3K>PAbVM} z_Bi7&JW$CI40Gxbn^t;q_!YO*jiq=`hNTL6DYwJdrLM-j4jW&6#_1({soDv?xNy_% z5*&DWpl+LRaD6nDOZ8@X$GtOq2oGGu=w38@e~^5{-5aqc1rk#QJWR4T6=DSkj%Arz zCDy><0ly_q!Vv)1CZ563&=5}z#@?oqD%)cgU+FQBZhlZ(T*J=WLpbQpKrM*2mRW`o zbWh(l31tzGCkn#j04_K1#Z8M(t}^+p!nEc>kjvp~MY3t-N#K}iv+hKNg5SC(=6`N<^`e7_ zdKJI3v{m@$W6gOKvy3@Oqdst69c#qHPpW-bTbsRqcZhRh1)$U(>L}FYEY6~EF_*9$ z+OWm7LM&B|^yFN|e`er%Q13L|Ny>hnCKt|RNW+J_6*i(CdQ9gDUO(Jl1(~c)lHp*$ zg6%*JdKuX)jlGIJi8%ETOtZaTflf0SQbIjbvp&IROo|XN^7;6gf;mkun2SFxhC=Bu z2#X3l_&S3qq&n4m4)w2)~WTp%$Z+uX#!gpY-23ZAD$GFtdJ{ zPNN-W0zUV9vmYgOamRUjOjiz1yK~zlQu1dLOd@F2H17-N-5x(6nVK#%5NrsB9b2jzg*#>+ zv%!g`c6Z?!`B4##zvv5r%V#ay?&A-u5r%(E@zAv{5swwq&AEbGkhC7VbzTybBEoYJm z9Tyoy%8^a=s4u1UikFhy0y%o?*+-)0OC~#Yc8ceXowNwhYxJvSc}`s9Gg$#EQJh|x z{P_g7JGbnykR^z}1uZ3Fys?iQDWh4d2h#Gs0W=AIbJy&k{|IMF>ijX(E}emY5sx9( zO}>B?_|6gz%|j%umr8`-+`a%s_FRsvaZkO z)kYW`6W>1*{pesV^}_&RowqsJw8fVl>8@*SRxd!lW1ZvD?l99=cMP;>%~Q;%w}^|g zYa{OiWE=P|KANr#eIlAJmZKszCV&-S{=yAco$H!;b1qmN5?vkh7i+?9dnXcfqR3QR zo|hwWL*G8|ujOD#Dok!~=QCk6EXbY*q6yHT{y-=K(HkQEslaD-S&qknY}?qiuUl6Q z%(6kHBNzV%1scH=vpf>MeAtV6aNiyBd>FNgOw(T}C~NuVl<3{CYrQ}U6@ZSkRB{k% zn4Qw<_r@4?MX4Xskso2(>leOhe>)A zbBq_#$qzfD<(Ww>TzdnE3g$|Q5y6D7V#CUlzuRU_p!b;4-Lj|kGA-_YD&xBBR)d)T z%hPxiMR1|s{_5^}2LS8zVhi;RWE|`dZ|3pE`~{-)(b;ybVNZOAuM{7@S?$bf2sBdE zKknj48y)d3IQ;SfnYycRS1sJyFd9%5alw(yi2Icar>stE9HrUC7K;pxoB16Xem&#- zhE&;JM{`!p9oWN3Fb2zanXyQo7q6`pF+<$%p#8;dQ`K^hvT4wZps&Gd(G z!#x{}VAbcs2}aqDQ^B{?#q&Z&Dv8Gd(ry+9@5qCzC5=5TQda?2)#oH(nuYVcb5Na^;PuB__=72qjln@qh>? zctC)Xv;-X1(-cYsgbad2{J+8kWPvx)1SAL&a0bv{f8Ld14IrL^20;>H{>PsqNKpr} zi2l=~XASf#1{ltr*sp)YuR90`0ufahBo}+v-5w|~k6$RQ22tOSVqwXm)nxwMxd4asa^{@?T=B*V%(pW7%9&Bjt~Mc%}pZu%s7u zvM}bV`9Px37n38#6|Y=1t|@EZ(Yv=}MkhqCoarQrG~_5+{Y7o^WN^ZAH1RQmZLg5C z`Xfdw(hTX*7`ujVQid(#^~V$v$>9*^ z>a9RRmnl~o#J6~s2jrTl`5voGs#vFxbofEy#ZpZ_Gj^bYFeS@(;1ughO#}lQ7QNBxFToD)?(J9+Wy9sDUACTIc@CUKjK)YuQ7ka8*Dil zY|)Tp+{uLAaSa2Cb|T46cS6O=cO`PW!f$UGZf6-4KBuM#*s>H-zB|!EW1s|A;m~i3>@b{cz@bQ}X0n240qIogLAf4btHm-_Uv+a$iZVU6sD;NYWUUXK@1aieU4+5=<0L0qAjXf z&aFSldBL6M)_p?%_pqx1UQ6w+V(@|bcXr?`3ka3{!+?hZ$r8zO75cwsO}jP81Ls=w z=fGKx?c${RRw1wvfK|{HkD#k#^e}OZ)sm*pB5`4fFLMrRI8oo_T1xGSz)C2p>ju1j z^x_Kv*04_h-kJ6_ZQ@d?j<6~M=osX2;jr9pkWo2C?;l(dV6|mHy?Ts#;O@w=65twC@2^Vl!ACnd)mHUpil4{hKt!=d)DkVq)CJs6v=A{ zGbGNyJ^(hD>$jlwKq+`~w&!u6Yr!($YoKcc>f3m^r`X0|?H_Q{1TgKd{`vtKo&ia) zA>+a$$U-ujPx52vFzx)E!ZoF`?zou8Ct7IEmu4u>^Mw_s9RvVn?{es_lmRiLZiXj z-QC(5(Ft8aDIpIOcX|(YK%Sm`wR?~7$jfI?)-ykbwNP`MS(=&&%QroQf^s=TVT34Lgy2Km1oENEUlAv+4_11q6Ea1&F2IaHxk362TdH;>NPk@T9_f|5=WFgMr8EK6^daX#zUBy*n=cR7GjN*C%SvKn zVy!|NA$Yo+@7EF3odQd?QcS^Gal8F>q?4C=CMYG3GG(Rp^~(#NEaV*E(xGpS1G5oU z3W?4*gObRQ$dD&O9bJ>HkZ#ONaO9|j`Q@nG&&TNZIv0pI^{HaK+D!K(C4+3XgX=eV z=ndVM!fam-%HNgaU<01^1DYNmB|hVg;|f%d#{$`1vGbLVq|w`nUs1}JBZ(ijH*{Yv zq$-xxN-s@_4&S}qr+K*nxeGPv`zA$AN-9e+`F%3Fh_V(E1b387Y*I`Z+w=55VX#*Q zmUuV3eR2u&w(j;O>s%^t37Ogf`*J)22QwF0uD)a0Yh0J_aXe1fO-{04h_18o88v+5 zmQ1X4nHvnEmX{X8yw=O5=ir^E->xR8h(XFFGP)8@Q{@`mlhQ>7u0va~FowAVP zhv5T49Qfv92VL=|7K`$iI1+&&iK69P%#>IoD$g!}6P`fQhv1j{x+5CIA5uV+VMBo9CT zf5{_wyxm^Q0ZuA5!H%%%@cw%5!%xa&i~yGDh!}jfmjZtVji#N`0w>g5A*l$ti(Hkn4n#7zB_km{Yv4g<3-klzJ82sdI zw?=sVM-Faks=kY!%adeWu|)?j3TV)7Gj4Q?K8(q04<$2=KIw3}Tdf0Ms4C{Y0OUuC zUn#FUcF}cvSzH2hN}<`@pR=WR*3Qa44mhca3E$8GpC8KE0?YL2d~7o&v9kEyXK^1_ z+V)K0ufOZIW9-rnWzilbTqy#*YzH6{No5ikrFt%;ZYkJUCZNGR1ab)|?mvg_ox^_4 zx%QR|U&fx!dxYqF_i?5P7R8JaA=5eW#Ud5)x`fF%$jT74rD21^-o zC%^^9cQkX|hB}GkX}l8`4Bbq(VF%&Pm{G>Lo9VR|E-i-pF-##`r#ePP7U55d{W- zz`#&aGED6`gSJ8b<%ZVQs)Ga;#1AwE{12S}5b~qkMfqbsrOml%<7%3ozO1M=Qi}4; zY8G!qSj3EY14AG8ueY_-sUBP$18D%JAoCv$ff5bXs;X4~HKW%iw;=pL|1{NuxdJ^?iNFMWZ& z+h`z0u)ntf}4^Y_X_F7Q&y!YgEXpap8RxYhjq47 zW;eUb2f?o@5$;P@NNnGHvqE>qFvW+M42zQ)nSG6tIXOW>OT@pV?DGTD*%&R-{{HWk6T1*FWEQ7o;+HYY+W$LyDHnuR`2pw zy2?#XG+pluS)WOk=!f5ez*no-B>VSD_F0rd63q@{9k@EMf?;Z+V_KHi)CD$?j9<60 zJ=geaLKp&pV4yKn)xU8Y$SPpocM_lVmp)9Bb6Dkn86N3^Q;LV_0vPQ~n9->&FMJvyWG z&TYA!eRZ$M)C&nN&{iKgy$6^DuP4O*NjLa>xP!Vk+?Bk1AbvQS;$~YCWOo;!!(-M~ zmu{@-Wr|EkS=BW5>gq~kyg65nJ9_y1w(?m`+$!sRCt`!5$xc<8z@5-tP8mHuci^4z z4TmQ-n~r0o+F{5bE7J^CT3iOy(x?G9_OO08Wv?9PBIWtP|T`Zqz zohdWUuY`-a zxPmMvuhF&9Gxm2)`5potNk$Jf_3UK~jwxRpP?JP;IEDoW$aXTzA3BPmb1C4hJu0?a zG%N>_N`L!L9@aap7dLO>v&@SHyGxNggq@6Fxm<$e%Z+AJ3UZo3_T#!$eARv?E4R#P zLKgq)c)^36yP}6PT6zo9_bg0_g7dcL-bF9Y?Tm=@YgFLNw_=7S`0^2}$VaFk7CpPd zhw2>A^Zvq3weMz$rVD>({jPWTKpGCyS8hjzDB$D9%o#6y^HFXTbMsURil@AdY0J*5G6*ovocdy7v&mULxxm0+gTe^ zw^+mAz~wmL!)6tM$g{|+XS>$jSgTo<(W={+t8ffk9K6w7Vou3Znb9->U_BpX5Z@zWE?uIx zt@L?#^*=kyZz4W3+kmuov|K+gCD-%0`#!q-KK+3II<3Lo?SUt)T@N=d!M%t*(c?-lO(W5x(o8j>vru&>6tyl(CzLh z{#bUavGot)FAlOzAis!&@pntj_Y4Qr+#?U6GMG&yN{|21u87J{wj2od>Pav_vM>Ffo zbqL`%KGWXZ;ne~8)cy@~xaFE;pXmv`1VOJ?K|By}{@NUDO4vVAbo9?JzK1=PYOt?0-@o%0T@P8%R@jZBi?ya-n z&sN{ZTaa55FQk*?8aV090&S!1RKY+zKsHp&x2nz>VI0|PRv;(wwW6kB%0km!dJSSY zb)no!K@>2QuQ&!Qc2#O?2vi_HW)DHJ4C$OXGDXWtN92dMlW(njRe~{NQP=IBfYY~=2$+xX-`0e+Rbu548mNr`B9=REldEN050xzJ)`%F~fk_D0JhMn@1#s=)V)2{B0WHD*xhA?fRcqdN1U8@c5js3*?%Zi2ILM|H?c&m+?A0ys%wCus)DJ zZgjz;4VZw~TB9 zi_d5s-mZKOBXiHp6Mssoz&-?muz#Gtv?pW z_W?*{_d7%xNSWta&B6GtigwY;_+#^J%x2{K*!?s;02rXgZ2tS76F@2Li!?vG4L`c% z9uwBp@k}7@A@W$?)-Pf(;sX%^|B)NK;we%;Yo;R(jJE=G`VR?3iT-iN#AHZa>l;H* zTVPxKJj}P>-pdxM0Sh=;%ezew@C2s9Y0!w97IbDb_S&H0Ab$kxd)mcVy$aK~`|Sg8 zi17dTaR2V^ca7t{0;B_^BMvBSTex3Frp@27rI_aafI`Y*cT$Bm5V}L#5n>w0! z)|MK&e=-fA1<2WL&txf}rDr_=+T!!DrO8pM_KI%bJ@%E{(?w%`N@Kr93~!vRoUvRt zewsCBy|d@8a_v7%bSi^RnJw}87@zLsw}pF@l9kKGNoy5c!pw`>&R)B2$neQf^-InH z{ucHY?^AbL3%^L;P!1DmWu@7`wl|TWNWqMN*(y0YG?q%SLn|&{_1leF2feGtNc0Xj zzbit>Fb3hqWL1GoA&+t=`p}32Sb}LSXJjECSD|XV#45S3A?$pOY@)D>f26u~_DDk~ z&+jSh!7QIO1?oaJOWnCmmo~O)j5K4coBXZaiTuvXCc~Mh6ys&2F{m73J_$=h<)^Z5 zyiCm`6v20CI&(G;Ytb}$*J*vs8-Kx`oj;Y-pc*Q={;s=-dv`+J;nMSlrK3Y(aOG@A z;h~J?kb%EzuoS^Gg}hu5)urNFjQ8niVu{KRnE%IMchFrjk% zFHY$vVS=Uk9s5KS8DvLrJ1=^hy_OBjR~-(drWI)OL}a0?f;j-w0;fjP7RAnOER4TC?hKdWax|@-InB?1_Qn` zhHc8OEcfT-*bHY&DuXx7PFmZ@_&_ZPaq8jk&tT$q*3R>}cB%ztDI4>*CboU8jnASH z9$iC(F=Tj5BVK34&M{6DHW6L|9uq1oZg;M#y-*Ua($fs%(*Se@n;u^Hh!|AuQgl_C zrcM2Jqf;GaleBUlu_~q?%KXh^wj=sS42Cza--YF1`)zt@=2{k9#A+uGHWU`%IZ^1X zTD_VUER+_9V?p}UJkXdx`xniu^O@1}l}Q*|lFN~hv(zFxAYuE@+>zh`0%?u6<}N>C zPRYi91fU_G3k!;0OBcDI{oP4L=)@xl3Az}`NKM`NtWOA7>7}^>)@pA{uPY!3~#rVDUd!dx90{4-B%C*Bu1ccS! z&7ch}0!y0|*ycbGzyJ-(^24npRBe!?lVDZE%_!0AWr7j^KKZ2tgM9SnPb5ezjUi3URE#9XUjRb>7V+nxez;&xBjC`r9+F6| z90g{#TI2BK@+M2*hyJ6|8i+R|dc8DSOqh1>3k<66_ZYwfyh?!cj_A)lDO8&xq(xTeiIkPgBjj7rpGBt)QLrz{D-~A2 zGMkgn6H@_Fyb6Jb2O2Mh#ubqYW$%{|or|%uz8KLA-_G5k;m*-Kz6!l#6Ud|ZZ1Hi$ z(j`m)#@h;f?tx-guqvDD?qcP<7>``ZQZWZj!RZmnahT8Ay5|BzB(>8wD{MSA_H|(q zrTi7ck>)a)-o+pkEiTC2`C)7+4iMCcFf$OOG&y5-Y^2G1uEC5r3A!9q>vBqnRc6T zYVYO#mJ}?x%pW}CeDgXyDX}|zTYUP+X`5E8sNq5zzCBE1sBmm)@8s`f6)$9tI%KRR z13F$HNf$UW&*A;y3{>57OFqddWZnvCbJGcOsuL}~liD-m!}-Tdj^Cr9ann;QD9N9+ zWy#115Dtj=W3uYt+=HYx(7SAYJOfShdRrG9gGkA>mwrCcYwAVLolW^d8B;hIUe?c8~p zN2Xr6bndyG&+u%>lfVMo6Gr4Z3$8ceQ=+KXqIq*jKyvgD+ptSxnNv}1;ae9E)->#p z*kQA5)!szmIgw#n(`1VM)Df^i06??KP=rqRue108huT;@H01|F@a&rmSO$A!U0u+Z z3*>|UUyW;HIk&-2^HA^~A5lx^g&YP1H2WT-p>)Yd;jpDpb_M>LP|=eE<2^-h7Wx9x zHKV72EXC+Q8CG3>30`uq+c<5Xqi~%3*($hVI|bip(hsf{ZpoG|Sii*@uGIILg}su; zrM~t6di9r~&zxd6lr5&b2MCQzuZ@?}zccDD`YS++<72t}kA@qVIKG)Blkxe``Xo(a zFS}Z^y-mt`#?Xd9(Ed1KD{J9v>uGRv(fXPFcv=OE4Z{R)RIPaN!qnYG%9NLyHz3r9j1 z&!l_N+HRY@=};J4=E;Se8|?XFMWJ=wf+m|Xvre=Ze?+$1!le=50jSQl&?5DGc85&K zmOu}<7yjQ!XIBZk003hCY&b;{i8-Gia7!{V(Jg3J&@L$$1u-XdzZ8_LusupZBGNxy zyk%pt7Y$*5ZUvnLeDjN^qJ^X(*e?WeCc9*7rn-*@LO+yX)cpe+C}cyGr;X)+0`xSYcQ&#LSq9xp%x=z zd8l#oWNGDj#r&pD{IZxymOb3j297^zsJ6oKQ%~8^m(nJq-rH6{CZTpdDI#f{fQzNX zYj4b|*K|dZd%@k2ZcQh-o}CMSnC3WiYJ5T=snXKrR%j-b_N&S+eBqXxem@f+$?s;0 z>95v#k=Z(8->b(2X(EW{%M_Zoa;0xk(&@jW3Jfna3Xf#fQAU#~y56<)Z3BXpSBELI z!a9)dD9?D_O#P%jNx2H9kQe4dN9&S)<5p1_zzT|w2L z_-6&p3n4S$1+2Ma6_x!-Lbe28o0yQY@oS6ROq+3YYZ>(3`Q0RvYUVbzlobLT-9Ogm zetPC2SgMZ~ceF8~yX_`?eO)J*D$I7$J6VTq zq8r}?Rxv5(yCJLVwSYNN4DQknXrKv-a=C>aa; z{%501grhLSi?J|;-L^DTlQj|QV9vJk(sA>uJ&C=1!+N1)(kn;Mm*?a)idR*J@S#2< zu?c&)3=9+M4D|mV4-<8t?cWLVv381a(}PrquZWG(g>G-DAi?;a_S>(^!eyFI=l+!uMXd=?*&M$PeJp=wi^tAFqS#Z1D}n!Sc6ubBL(PTk74mEp`9z>JHx%5a##?3PA!!A8hZZ$?P%cCoF0692a( zVFZ9A9+P0Xs30<#A6$NfNDSF_yU7Eyfc5IqwnawYXOL>|}AQCc|Igtoac&y-*S2yFxBc#mAkkcZTWCymv-4d9eX{m4*p; zmLTN=vy>3--j{jklDFNnLiCny6-rAIcOGD<3BOwNm~otPf3h4DEd3Gdp+rvD9A9-N zN14U_ikZ0-OkI~wA@j#V_>tJssm@p04lA<*&vKFQ=YAE7gNKcZ8lW;B>jMOl_j{nB<-H9JZd7l8@`NCXQcoYzj zNaq!-LJBIW59TiS>PJHD7aIgL6w62oELK0ODK=DtE@RLQ!)wLtJ2Z-PdvHUvrFRQW{64bj9{6lkABZ_8~XUcmuME29nP$2`mIIX~n8<}kFlGE86`@O27t z8Q|Q|pzp-r!aqjL57t^oS#Zod?Wk$o-jvw~rY6g+haP?;2j$kXmPMC8E{q>am+mO| z%qi<-HLo{3dy6ku{HB;}99vltKW)Uc7)2V5lhz*_UK^zQecr{Flx6?={P+_v-eweL z6xJAU+!COLqDLR%G8a|2E>>gKs_{UY*}|EsYZg)fdJnh#exx6a@rp6owS*@hba0gqFo=5ZVet znK;+RfvwIP$pe(?283BFL3Ry9%g;vbF_O<#X8esVn*1_yDXm$vQ61i+ zdVXIet$tw9pN+aMq#%xR*rHiy*Srn@p(ISLkgYq@ z1U=}Es~)I-Nr$IC=+E{ysP^Nmrzw-VbTsYh!^coVF1u6Ljoj5C(^sEk{lfZ%@-;dr zlruuWjqL{K0Oz23Gay6+nS${+75J+~%`zL33^M~VIxJ583$l)onNNiYj9HbK$N(t+ z7W61{s9-V>XYW@6K);_+EjAGn9ZpfI5|us8q89Wr@c1@Ql%&Qu8L~JH_I>Iu4=f{v zf0h){vw!F!7qVO5@NqU!myxOSK!`_VDuo2_6lS4l%s?yBjSxg4qg4~RM%}c*+-Bj@ z!a1;}C0mE0Cjgd;i^lC0d>UfYw{hjM(9wahJX{7)ZON2n%678K874vvaZ zXoW>vA8HCH6*M_=oDe0@FcYwU0e>EEp5)7S(Gr65IuTPuvSpV3ApO|I8%>1?rgDT- zQ$=dp3u=IA2)-f~@m+f$0@q30-vC<1dq>+PV!-L=4~o@B9Z^}(SrtKp-lUx))dyogv~yOKZEUjgL9k4jK^|#0Y}8LNH?R+r*iY1e zo(MrCD!1#cN?AJ{!&T);BO*z2o$0b;mcJHo)wtx*pICdI6yB_&$oD4XdOc2!?CsGp zXgKu%1a;#x4g?>4737cDHh`9)mZ*MJ#uI{^^BYu^L{<3&_=6b65*j1<6KR4}bB<6P z8a)}rz~XzdtrPq~2ejU0$cQ9+ud-ipDcpd$141m2` zLNO4P!khW&X3w$Io0?=X2hHXCaa2zBY~-2g^P@Y3A(^swhJ628R}YmHr^o}4U+e75 zOtsA^#NSQCVKSPMLeiccvtT=RjcG$5(C2n>ddQg$*Pun$B*wi=LpIyBN=x5;5s7~4 zmV>H8(eV~`bpRS*hf#dwUZ15r(3Z$9NglQsKW&^B*oRmv=wn3jU{B(eH^$DHn36Ki zIc_&!a1r*i=b^^=0FbInr>PCVpViq8`;p`kr|MIYBz2yWdg$r@D|t=1GDS7fJIQu| zzLZ_Ah#h_1Q`aV9!E!@zn zI8>!GBn4YOXJGaj7X*&eb$C%bOkSx|fJ6A4_U1DaWSyKz$sPdRNO5VuT#5aG@7@2vECa9v!q z5ij`3-^PY)MH>XGEJsk5fUbF;&?wWH|5AH*Pu~4y@A6YW)p|QT#9Cq#`p9;&n!pHb z9ehAOcA=tMH}gcHc(?%{PzTk}lz3iu8-$;klhWys;C1@JDi=ABR6sZ!Ou)P~Ijhc2 zhj~r4Y+~Co97*>H=#0iZ3?7N(A6y;f798@oI1$+gdXADNvgiwExNkLIS>_)dj)Ydz3QjwzAOY-!sb(`>{I&{bLVu~u=G{0CX$8>lM;4Vxz?`htWG2OMI5?vQF zA|4EhZ+H*au#NUzQ?rBgOzr9U>|=?qo4dA*V&8%0YQ^G(?gz!T583h4q8DGr{ixgU ziPag{CiL^&*4;upsf*)7`}*&|yvO8M2^;a(;~KryhnzKpqQRcEm^^FdI^R1Ra3Gcq z+6e=0X-#%^fSE+t4YHBj^0DCgg0*EX9a*An9^NJO?OlDGYwwO+WWjis*3TlhkFAMa zL)|kl;SF>HzV5ghYruI#l%h@NM`dZkyn|ylec(}!&SN6$+HCAvwrYd_lfql!5VNp0 zwJn4tE>ePDAeI6GD`Yy%gw%$Kesz~8@wNZoq$r-RZI>*@TPp2r@>WOpEKE6V>J>`wtx;?EDF~DzL>5Q ztY`Ds(;!!8D1IH3sfGA+Y5p{?A@zmxl^A75?$q0~R+L6R+q^8WIc3SmZlC>QyUde+ zpdOJJ1mG)aBp4s%w<7{$PfK(yBm+jO`Vg{HI$d}tes|y9ts?hX_C-BCop>LhG%FFf zw6R%hCO%it|LN>jJ)Qc*@WJ+F89i{NRT+DD2Vx4kivC2<((U<{u^sJ|p|vjLR7q0o zjlzP&3=EvC0QF8pA_yUR!hyO4XCh-Y$wy6E9sA8X`R{RcIwo({YpIe z=HxiKW^I#Q${E;hv!UQJwi!{jvcNj;QuF`u z^v=P7biw*?vN1Qt#3k0{r)&=*SSh2XMJ5^^s4c zDBw5q=j7%^g)WQ5pn}l_er!M5G-n|8D-r# zkbsD3D+6Ku2GluMgIKh!GcbZiCR%-qJ`FgNhc37ItH1)8bIpEnl(@q`8MCC=R@<+1 z1WBgcOs@MW@8wTV?fJNy9h;lH7ZPhy^@WUc6ek90XKSn{oi7*8Q{RwVBo`n46{@waUGgf(PQ?i15k*+eYJZT!M z3+W-9e8*8gx3PK7t9a|_Bv(Jade(h8_x`rawJ&`9r~#d!kahAzN^&WUg4&ZR00`jp zfJjgp`w3y^QN}a%7q52nY+p$dmynG9P~ws1Vi{B1RG17hDzKq?hF6|ayVdVzdUKb7 zAseZ4NS8Ts-N$sD)om(u9WrKgXdNegKcS`P+0f7tt@Ra00~PE8 zQOFSycs2VDs-6#3`?;`TX3KU&Z5hEA{ z|C09$6_ujN7g=0aq=Ys$3@RkZ)I@I0SF$e-Wza>Y6Zf4|)~@(vGNZScjs_mSKeNyn zE7>3}1;T#>KM<+#19I-WP;tNnb`E~P0z zK!QmUPNeXF6Q@5KO~+4RsbBur-Xmq$G?Th50z*#SvCWEa~)?txP9*P>x<>xBvDu(iKm$V{o`SF{R`<$ z@ZQ_wF=g6~?|4Fjh2gf7G5Yy%l}3L0^G^Qj4tO61o|S*R2Dfla@q470_tWA4Z7mW| z!ar~4Vs28!_u7j&u|3korGT#Qdf6~?hm(}-??^my286YVeP%IM-Ot0FV)X4 zA>Sc=X5(CbTp4~m_%EHi_1^2Iqh-uNFnTk5YV$%U^{nWqh?kAwgpuPehiNFIyBuNL zm6A;33-DsM>Z~6^^nW}jFoZ@-?h>4J#%u9_3aA*m@g}^74oBFnVuyG${%d!W5zG|x zFx))ct+e;Kw^!x#QOs%IpJ3Bp!)Z6Hun;!B4?sRAC*OOExTMEx}XCU6XsK^RsD)#nczX(3r!al9;T${fIQ46Sw;BFn?sTGZ6WJ zoU@opmrEdzz+Uk@^f{w5Scm^Pn?DQz^DO$I)6Ki0E${sy!QI*8>K*doX{mV>sHWUK zk+e4RsC{`HJVZYobztpuM-y>SatpM7HTm%B6!0`0%Bf2!UjdSq`NF#csN!imqJ;-l z^;ofngcK0!NVjiTy<#!TIE)|o9ex9tKgC)2_u{_FQ{12SGG-Eplf*l_d7@S96HgzfRz9bxeH|@ zgr$Y5MAlQ0;)VRlXm829Uf%RW{7>bESR(pW{RY>A5T$p>**&_fC!k)r;WVXzslJ!AE^68)fgPD237I}J39l!4IpJBqi zp{Nv(A+Twsm&z`Y4w|cO2Q}84T>*& zzl!DJ@P{P1ZTz;jzT&k0c$%cdq^DVYk)er6z5s9JgSG9{ln5_;O6z&GB;*C$M?Kl z4s)6LCZFMA1?y0+yb4=?*#2R4k4N+Tz!&4eZ`i-?c+Zr1_KY-X!vIEI>Mjb*`{w;I! z>v4XjM$V0v-~kOUmndJJ%;_Ux-iN^&iARVpfi}&sZ}iqrBVPU&dKU;7wc^^m=diV9ZUNW2u@g*_ci4 z4}8&u%ZE6dCy6h}jDzs}_O8Odh)|y&1BR^+d%(v~oG5qum8p`rj|5YWU;1Mw1bB5hzh-B_+cYtF?&U zf*%g>!MJ^6i>vvfgF5k9+062z9g3x01wh=swV?K7&A_+?RLM|&OWSnBJiqYUGC=Od zvp=}>Gh)EpmGgHp*BN3qz%y#mkh`39kIzusyV3YryH*F3t6(ceoTioB>>e# z4d#W8ZpzR&IAJH8zn}-LK_MPFRYO-5rpefIL4eA@+E8rmh1j!VDpC_iFUXj7M%%Vk z5)rFPh$Pwizz$cEM>otYSZ_cMp0<|3@rA?th7)P6#_Q@dfND^dU|443=By3^76!?x zPa?7q&8|Q~x)P{02clvxOzu!x2K-DnRDj|^5fEgiWU{%jvqKkB#O+k}LGmF1+-P!E z^=?i1zAO^fQrp7t55e8c;!s4YP2xQMcHn7%YbHmSdR7O`I^nekj6l#j%Fy0I(<)69 zqhsODp}|K>hxG?p7BBDy$5n7=86%76SWD$f7ap%pxNI}Jtf~BJ<5``E2d)D9d}O`% zyY~sx#kIA%&H_{Z5^X}82P#FwY7NCL(vw8^aFc3a_m1?;M>$H?Kr;WZK9oM{b>kt-Lk$Epq zxEMr8TOQCBXX!YRph>YNoo?)^oeDc}84&x8Xm{t~mm`u}@ihbKpNst|^3>tdGN^XT(wAZS5rjg@1$xWZant z%7DhOyEo)<{?O^YI)sHJgP~s79?j8Ht33X^w^;Q&zH62h3q4c1c(m=wu_a0%)IAlo zHpx@{bdKPT4B*Fm2Tpe6p#bidfZlDyPuJ^a;ZODhyFfDNOUIGz;CGvA*TCktnJFSI z;4Ogm)ys(5hWtYpvOp@Aw68+Q$*L= zeooMt!aKO%{(qA_qW}Mz0``0l4M>k3~;q693YZwx}muR`T; zxfz=RWmxne6K$@l)-wg|(RGXG5QC#N38AO)b3+-V`tTPwkV9WlhEP6M7pyk|%z}fP zsO2|S_`tv8E?DqgSfdn@F{3fQvww3l$3iKly_-kREoQrUUdi+~e;jkFKWzM31nSh* zOL0%?mT(W(!!OUtciiDPKpxk4Q1khM9??t!s z8QPvjW^(RPSXZ&K;?bjKOQi_bikM!#d7RagbE$tA6j_`_2DQ5WrFN5k`dgDpY!1_w zM^J#%Mthw_ms%7~FApX=E!q?YEf|$|q9`&Ea8JdS1#u&uX2Imj{L51Vw-@n5qW7Lj z-YhG?qJ$~24!{F<|=|k zB1dQyIWjEb7zAmugMq=rGcxw{fc%dlfDdxuzl38jnUX5kzKprsXYuvADJ?_gbmyLT zs8tj#Ku5)tWFl-I@+~+vt9FVLKn44F4se}dU-L>vE|VbzBmztDG{s^p2fM#MI+gKX zJ(L1vig@zjpYu|%g|BEhc(cm3cdijLQNK5OY?e-1MZJFlggt_OSGs<0wa9~X3HvzY zw@E&XSNoC&PTMV*W7Y0$&cyOwMoUKyomm5-xbZwny7Q(>M&xj{bSa0DIs;~jdEcU} z(v0YbDWN!l#i^vg>FML0moHA1Y_U8y4{~d~f6SDby2YEosY25lr1@4X`L!q5~Q`V9K2#CvcVEzN_`i zWel2C{I(^&cWw(an9qwJ)}0LI88(Xz!(Dc*ji+J<>Y(eB2=ab%8l##RLQe_ULk6%Q zW%}>HgPRlbAlB{wpCEiA`uFwT4bAR7#h+Qo-lQk-_onBwx$!U056S!#C~Rimkr!A% zcNE`O4&(=YhuM+;>&Gw1Q}i#4wTbIC2owbedg8Pd2K8KPaYnbW_Xb``8V7J{Ie@py z@s5ULxj~9yX}X)==atJEDIQ_p7#e3#>v$w8qmXFKM3svMy*qTtyuJPIbgtWiSVU z=u#7Ck=P2F{EuCtsrB!%)|AALWhtSTG3vDc^`}Pwa(N#KENuY{ zzTg7-TAK1TbY;)tw-{XXn0Hk7f^6|3q$-FQ89^O4QRkw8S|{ycQ4B#37Ee^q3$^ro_Wetz{K) zobyM~>UY5f264s1cZU>!tlAb+xmTe&o;G4gg)E|J@LQQ&TZmhQ|AY$RJi)2jKf(L~ zy4cFtBV`}G0g~~}(YdQKnvSE_#Ze?yOfd`ZW?F0vOvlczHB_pb0L#F@&mR;L66-$& z)E)!`$`2Is65O6bppN%{fR=q5ccQPr2~?tQ#i(=}FuQE1>tqeOFwc#rAU{qtB9a`; zWHZDvETiplq?6J@uD6>O=xeo;1~!fBe$>MPmCbcM;ct%kTDeGmS5GCPlRZ(LRAlyA ziJXUYYV8ZP8fvlVCfUs0twFXq%pY0F@}2 zANL^kP>}r~44J}ygB{rTB=g+QtlVC1mIt;i#kn|n=Zp4KG=VRFD4#1Yr=EB+Ny7@12RS^VqrSSc2wHsl--@75=Seeq8Nlp_6TlMHYqa{z? z57$H&m;rAWrM{^%D8tRc-B_B@@FRTdg034M#pIDSC8djd9ap}2h2DOUMSXZ(zONFG zbDBTfCTZ1}!GvOT2A#b~u`gJ!LTU$idmPQAy!y7gq4vdCt83oA~xwhIlp6h9c zi+*IHx6M;NbsjlL%A6kG9^b2BUkK5FGl-S%D|T1s z>I$U)YxXkl&L5`&{%^v+NChs(Z@_QREnK6o7_>sWGp|kOja}JreL-Pl%M#_Cb~}2x zHj=^=PMf3}QX?CBiO3rWG6-FF>pEp8z+d1G*7hB7`myjOf3SVM67AF&n$ES zA(kOjh>z(^8QvKbs$9fI<;v4xE__y+ekf=Rg}wP+iQM~Hrf-jAJV^JC#~bZ zw~N^SNlc4QB57e7Xi(cmSZtd^Vt|i&9vunZkf0#xm8>3`CsopwnL}tL>NdtINFx-x zV)`75^2fxE@wRFjvpb0zHYB`E8w?OdXYpoz?IIXa^xTbOvT60saXkWUpTn2}Y|H3y zO`EJpq8dzz_L!5tc;JkGtyd-Bq((9e!EQT3rR~(``hM<34do$K#_&dVQ}sRcu_iC@ z2>XUV&&3SI?2X_+mOg8aO`|`dt=opmN5C0*6hwN=DW_n^==~@-F8c`RAXW^CeqL2i zk|3j(cJGZKipj1wyrGv1IL;LWq*8ppA8xP2ExD!Kx~6%l{61+Y_K;ZbaaO`fOD=!I zZyRAM)h2QfI0Y}5DvITHlU(|oUC$gK{Y9B#K{JH{bxvo|ADqmlf(;e?w; zL&k(#?lKcSKH=9B9jCecTCZY3M55C!!yZ$Y!J2Ce=cCzg@gbX9=2jS5;Gjcc?BJ~| zE`IXlSK#O`VoYI;!Rm;_Z}dZ`$36K&wVBc=A%<4Z3~M@3Lk&7-GOCDHUPbW9{dbyc- zBS{mrhI$1WUf!=|#bm+~092lKq{h8yMUnK(sF@-sM#hoKdj{gch z;-4e*3*AknX19 z+D397pYYwj`0`5oBFk|S?xhpKa&WG#9*s4&vi2_}G-GEDJC7lSU=qWa%y4VaL6U~j zmrGd|uI)UDy_;|kM;%q@O0k{Um)f#S3mQacPcW&UtvrV4_56y)p1Z`F^2Xns5+qa)$tSSFWpn&GYjYe)@=fd}7i8Vh#2u}B zaYixIOQiFpT~6uLyoG+rg)DjSYg2; zB;T?3rvB+SPPcs+NWQ0;ErGk{D0l{_$P7x62$;wW6}jXxC^0EUK#iHK__`_&n23f9 zr8&x@DAg54|D}*ocLXwVt1Y?nS0F3rIt_JDSk`5(5bl*plfZAzt8Z0s>;e;U+`gb{v^>HB13|qAh#@y&2L3eBB)GwxNrHDfk)Jx4ELct4^*Pk)KWL_jq;7*KZfR(_4OC(CO4t$q7(&Rb|nFgv+bF-}zgZ1ZK zz_psIuREU8i~Hs8RmLwvtWKEaI>-VkfDdE*hduS%kWpHd0s=m#xULkw^@$ z48v6i0(l9Jdi9ehGbfcj2)BEinb%Hox&{~8);4raT1IUe zMqOtJ-HQsv(8r0+j zVX5Hd!s>l2bOdSg0y0Bs&lAfU%HOkPZMX<=&6&9mA`WxR8Oxfv?>GM31++v?eWU+# zN$K%}??opV`%iS?tcz1l&wD4_s2C^0mWpdYl*9jCc&4#5CQ5A}(4Dapd8 zFfC|H=Q=3@+&5(KP(l!MFmqvWQ1|x&4_te#HUhyKOk(JXndWo^OrkL~S;tiwk8ZcoW} zra*1z=M*xBcGrA{NH*S}a~g{a*5I$UyHJ4U&kyr1xg-A#m}BY{@Z*PB;4WeP2B4(w z3e5ep3I(Uz#ZKnB3xwTieHI*kc2(*=HzV$zq|GC5%3O^WYG(6{z>B#@I3KI`4 z1ANrYY$o@a1%yCM~;lYyGiV>T1{jFSKvhU%dB8clAU$`}vR6 z>~NJ(`j)O@L>4CG{P*JtY$qG3M6$~En-{`V~9FD+y+3+|5wn|BIOi4E5rkf}o8T+a^@`1j9v9SSnGTyA_ti zv2E};g3!)vcf-#~@%_g^oG9UJ-?c0|nk?4MBW?@gp-{O9%;TC1j7@CVu0e1^oI?cd z_MzrCtE}3BTB$t6L>o4-Eoq+DGIs_+&#*0^^JLhDGWvq@%m)tqE_~3UYJcOCqg?`$ z0n>rddEWKhmGX|7-fM(6Cvp(kA#B2J`(;{^k(#uQGcDj3?`TkotUGt4F#o1*iQHQ| znvl!dt|>>}n6)^i04-)&k@3kE6QRmezxkk++;7X7c#Li+>3a`rPaemCH&tIg0H*8Ojlfpd+Hu zJ2Rd(qm%iTq8eBqfHdS4i=e8DzA!e)9Zw2&%t*6vwLi<^>&%YZpfh|B+lVp&v8 zV$nMEwJjuu8g<}F(j)Obh{1N1qx63dQ7B#ylRnX&&Um1VgwHmez7g3;hVK0J zsQNv3zIhS#rRo@)Iu>_0>lfDb1y&-l$#5J$mbieBI0I%c4X7I0+;_b2VuzfPQh6Ne zbkjP{_&EuTTBF9OE433>vIyFHdXl~hQWr6gg!2-lEoHOt;!3|!tV#u>PtOaY@VbVX zxpDrf>R`pf@{}FYyiUT=JHW9ZFCrgtXH4MKF(Hb0LdeqOC%rN8erVedd+?!Q_W5yG z^x>pP_CXt(4H)eZdhF{b5RRE}4G=~{GQZHO>a8pj&v#kDZeeDNNJD8q;8IM-6mDyv zCnYJyujZWC|9I1q`xzm)hPIqN=SdfbpX5D+OfWclwoOs` z)UnB>(_Vr{-UUI`6iuWHLG2DzN&%6%B_nK8gyvbl1_bDgB8~~n^m8l`hQt0n(K$#U zVrHrqK0tS;CZ8qTFKOIrWv@M~&}~(}EV5B)6#X`mzlGyh^s zNwNt0B-3XI_dHd~R`w1&_GE2u9(T>3I}#t{+p;^F*sITbW$eLQK!4+)m}TBNDCY)A z_5`7i;cCmRf<2g+o7JDNr_rTf$h2IfYm`&_`BQst>x(vEs%^IA!M^D0opA zXR-vdhq08$l9UcXF8}M>5b#`=qSaG60oS)aqE0n>d$R#oZ}{2I=!xoLjbKvaDN)O& z(EEr$#jcz8;~yOY2Nk6)7daX;4T3Kz9(xe1D3WMfOo}XYZE2a4b^t6Hz7-Qf6)c`_ zlhmUAx51`RoVexbBpVx7Ssndz;M)OIKs>78>QD;dt!hf9_vy_(|G;PAP*EuB)fQ%n z_3|G$@Tr(`@TZLypEw%II3?4UYad+diK8o}sVH&$q3y0OJs-t;im^8Yx)a%ZTByd| zD$J9wq3vK^=8hXq_!gwzTEaa?)TzZy)NHxF320Ya`lM^?c#%D-Y?Gu`U`ZxIbzYWT zPROj#DLyeS3Qk1)8@{C^&-wuv%lH@%j!_UyefZwbzyHqf#;IIl<)r-9?OQ_na`q~j zY`rj4a-E`rjcaJIb@=mL%b!in-lt~&6oyMnANK*4bARdr5PiaS;J?-iSbMqzzpmGc zq{25AXYUMHpo(skXlk(;2AaOid@^Xi>N#ygkCTl6^BWPB< zjcQvIk=_zUNm2|U4!L3sjw_!px+lH1mczE$u@2;KFrR?l-d|f_h8u`R0)rl&YMYA_j%9CCYCf@ zKQOm@Kd!c98ti9A$<`^48Di!U{BnLp<#Kb_{DS(gB@K{`k7!*_2m*3t1NyHe4G4(6 zy)%Q8wS|eP)Bj#r{`nm1e?4k!_a%~#z91g)LcuXq8%HFDKjKr*L95w1|E5!`s7=3X z(4sVmXjc@8ut{=V;KR?v)WV&2>F|$c?@ZQ_@)S1EMaaE|&?zhZI|n%6M(;rXbw9m) zH_-}6g)>iL5^Tk~Jx3+blE1L(>iD|f9d8pCY;&5TGZZ-_GsJ(lvyH!<gxs zd!p#kuJyfA0_Dxp;la4}z2&{IWczcuTpyMq>s#j*XM{VViHFlt*Q{^Fr<;RnH|P5E ztLYQ7FW{p%aiQ;bT@!ww%ObK`&=pEoa7m^?YuEaru0&=@wYum;tO6 zTaq__a85W+-&u8O$t0BCSuy($c2A&$%yL{*e5$BzzN?A8?oI+C$PfRL6llFP1GU3( zn2v$OW6lz)2g>AM^S&7)PYJ}O7N5h}ZlN1m)gIhbx6IuoTe7zv?bmo;Jxa)1jxkwx zfI*pVzi5z78O$x!aVTT}5kGuK4}e9IME;q#gd&!c{sY|XPAXDn(TDBlW;(xa;}4sAix!v6>2BzY)AUvnc{q z9su@rCRkQn)g6wI{9Skq-d5|^i7qh5d8LaL(@h`vlZV1`&=I{chtg#X0G!xYxmC+g z<)1cH{lPtSPQ9k%P7kJ=x<9pXN?)!X$<6UUHX6?{WOjIS#WOa>Vv( z!@G+}K{)mB?R0ItnB&pw7`Vn{H&Qh9&0gf;(vvac^4l+`NBBm0koN?fLWT(0P2n-fo-BW(_fNt_qY^$2<3CbFogHQRAV!szukf@P4tF$ z(m(<+-;FsUg1OYQ^ym28p#D2;*83pUmi8y@CuiYB!sE1Sno7=Xp-&snceiU)zWsy> z`KLFtD*lab6xZ#E{XKa#jWIdMi%EuuV#7hy)HvlyOQt$0AoD%{^O(6)3PXn16?(N6Lmf50~CfL1t$$m)SgJ4+eMZynA4ldOKA^2Zf5~ePi399WbTc5j)S0sUII)3%T6B zQP~dE|E`&HoWi3+-tM5b*$$;EM1pA?ppzpWii+??L<%WcRs+vu3R~~_eabd@b4Iio zVt1|AOChJXIleENb(BRTZR*QuTTL6tZy$M+PF@aeA|l7Xl~OESHJ0pXR<}%((^8P2 z(2k|z0Y-v2%2neyGqWfag8dSS?%MwD1JLN9PK9yB{U9)-#HZSnO2tD`mB)9b8evq#iG#Us8j?5@qfT{mU=;QlRkzA~ zE_b2G)XosMt@+Sa$a#$UM18onXTe;6%Y z0Mqha8k1I?zj^kRm2~=WzY-u zeski`)v(imJ@o-S?Q(*t;G@Zct1(Y-X9lz4)SkqQ_IcLa!<87JgOc#NBdpph0ik?f zyIFI9Jk0Z$i+V7^FC?<7p{}eu=;#0Z1OT8x#`eRf3ROQ~g@$JMZFu`@8#$V~;*8Sa zH0<6S-Ie+6H57kNd9f&+T3)3y7x#_xfan&6vZSk8s6dE3&JgP?G#%+PGc|clrWwqHdeQHoP(Vpvf4gyK$; z)J%uQAJ2eM^Y^$xN9(+`AZc@KGcU`LXPjR}@@sAv@ zJ_XXo$XIz!F(NZiSnwr!wFOL4?(p3CL~2@m`~0W?TQuiCxjcAtc4XDG^TKgYF5_Ie z;(QU7JC0RVsy70Q2wURXz^BGRd13!mOr`IxvNefdCJg3FI#vPnQYiAppOK(0@eRry z?``FC@kMmx4QR`BLasulWN(r*9Y)%k4}mNhTP%`ILnnQ^AjUs7-gMr6hV&-&c+1i; z8yq9MrV^g@J_4<@nLz`_!9C1YFlxMc&^U6jtl2m%%rjDW`OCQ80I~b@?YYh_Q;O+? zsfP^xI2eV5u$J)aGR2=qR5WcvAIY*Q6qDlcR3&N*31mV)8h^AX z-UDPvnSQE4!XKhoBl{xC8%7i*ZenaREoLxMy)brnAYq1UsqFzatPli-u!usx-G1Vh z$#m0drp))Idsw!|1ERbitW?#(hGz)jvI62#$qsBd;1)UEj1s&qMFwZwm=J_q_L;^f zEF0hf$eQ9Ny5dV!QU|&wS*mx|K}*P5G0>IChho-vwGZfqRu>AJeM<+P@sT^+0cT9T z4`GNtRrT$QO5bx*?tD5@xn05@OImU^ zqk>q$v46ZmqY@nDMU@v;OAM?!%$+6njK?w4MH>fA5grc|eXXD~NIL=32=IzCV+dI7De;P`8-i83K7!sIW51WQVF47xahzNdLtR>K~j(d2v- zO)u!S#$zScor%Lpt`-%h`c%qV%~DHEjndNqh(cUHAEOu?9~bGa8#qls$ArH6rHf;T?(h8SN22MHW??&LCYWh)28e@V1FY7l+ zJyOw=#1~$N&zq;O%_gSze_MHs>Jmf!dxsj8HO&z5bf)I#sztYZ_QYO!fj1mj$~bKo z;1F+l8>$ACF>l3D!V-pQPXonn7uVNSnS?nbTQ&FmvGXm;wds7rZR;drs>^27g6Vjc z$s>lQ1O5`@^^H{G#cbPRx#EA|Km0y zO2OUiF-`fTmORzX%={~nTCsYUB%6!dwxuH-lat%+w#j-kC{#nZvb8;WSa`ctfD7CU zBAVJ}JwO9O&Y$hJ=F!Zm8fb**2uW&N@7U}Y;%oBI*5x2BNoxbSylP1`po*l0TtH^x(y@jl4&&U){zllQ0m}Q(ls@c$+FlKkDN&} zs;`JW(Wxtm5a=fFyPUN^<1c6x(MUzXi$aIT?MJy2F+?Bpg zUUe*KIH@F^G<6p*V{<%i8mF>|poMXg|HF2CwDGrHx~K2F)z!J)dopu1;Qo~(ONN~{ z2kc;+mY!Zbc*AJq`Cz3seK5(`ihy*!PF#V8b(;IS!FS83F?D6Z9%^FVkqxSEB{VFL zh01zBQmc>teQB|XU8sl$$UQwV8azbPo8F)BcO$O`N!9v&;>5iP8~0(>c$ki5^*X0b zF^-u6qMkrnzXP$9z^8StxTDG_*w!*4zWDO9-a^|cn!y^iPBPQ!Ms`IY53a&T0rC%d!sFT}!D9`JbTUUS%9u5*HK4cMIbyi9&j06HKp%mdwLe z%^nugzoK&078*!qb#ctCANjym;By!!3+-{OU9)ph(N3B87`&s^b!`=TWV3!W@y%{% zv)M#|FVI5`@yYPxusGEJ8d`mocp|_+{Y{n^)x+^ax-rg`GO9?!O;XE>ET>Cq>q+Rd z!aN^<@+h6=x$rnKIeWk^{=A0?H>q^+nraRZD%HxVmxY{*^g}?f=LqHsRCqZOD6$_omNoGN+fCTELT0yq z5)7|&Cd7CH1s8wnK?|8jR`4p6oXs+R{dd)?1f#jjsOk-tsh8uNTPg)&$cRGnfgwa@ z@a&d|&DGYxbAL0h{Fi6E1~Z=vJ=8$i65&bYV&)(=m~RJSKYO%A5}`GA-at>5Op*b) z;?X|Dr)RR&sWdwJ>9@$$lF!v7MlbUpPZ!Z(f`7gXoC)l!kSUn7uY&ubtWjdNR)r`I zgbDO1MD;6J9$jir-4+V=Ll#Hn)>8apL?C69eMv-SjRybWBfBxU81r~YZm&V01%|_q z@nU%rs*G?P#;N|Z5Z1yp0vw_yg)_CqIbvqToL>J`D8K<&<%@ZG9Xk%c!a!ZTuqb6YIa!ztK?({0?JlJv~6 z(|jB*0V{Jmhs=)k9YOk|=m)<9y63Mz2_LzjZi6f4W=T};NuV%h{Ki*}{dhc}-<<4bJn`kCa z1T~9aS8)Xxr4z~vS{wufdai&5=c1QWUL5<$z+U{|y2>p>!o<2s=ia;~#J5?m7tJP~ z>Wx1N&w=xN+!E9KXM#x2Zv?okoNJd3%w9hle9i{`F>3fn;$2-rH<88?WI%zYo%?S^bONLsOllEn~;1AflUzTR=r)DsQkh>ZZF+3Gip23^%i zcO?<<8>rX{kN=OVcZ$xe>AFCpj@e5Gn7^Tl&#%Pe zxGxkF3!gDiLpU}Ow;0(05FFUOY)T5vlq|O5u1sB-+Q#oNzX%*;`!I^c#fvIpa=1UZ zn6Db1xqJ8EXmuBZ#iJ8AUluf|;ZgCoDUxKxb@%^q2|h{^+)cmB?;M}vI`wDbs$+NEdpG4xXO!3Rh(%}pQ>$dOqF;CO_Fozq0CzKcbwi$5$>VV2 zo8yIh8zn!ZS0L_ZagV-U;`}C-)%mEZIdG#ZgKdZG_~(m7nsnBcskz2MuEzM7P6D@l z;FCFK2Q>cz5Dpz0NlcKKT@lTE$&R%2s(_L(QJ<)AC`L)3v^sGqwNhHXs$X=5^N3pibh_Wc0VfEOlFpr8;5`AIpG5|bo(iZ5&gSb|s8#E@b;1%@o9)~=G+nJHIz+jClD zQe=OA4z{M6-h{CKmt1alptvw)SB_?Q%Cl2tTx-0Mb+w$C7 zc5FurhdTe}p!RU_YhQyn_>C_s#|k`@WYlgPV<=7vF+0SaqDXc`U@+NIIK({vKI=Wx z4Aj{eiwQ^MFGRV-ooP`CZ>!3HoD>NK+dLh-zeslkVO64VyGH0<%S(AoM7I!3q51$x zg>7>`ukpr0Vbn|f63xX|pC#ehV!(|@9c>ScS>S_D2_w7cmH*8#zlU%?h5B#+uV+nF z;KNWF$ShKS2(VJFA9E-I{$dulZFt&Afy}v`U5e%GudM<9T4_^{3pO^JnC@u(4&J75SZ zoV?u@0VY#Jo9hUMaDcRiJCh!AH-=?%s;d$Uy{sApOB4;QBk4e2mM&eqiemF%VHCd z3g^H((UM^ZsAZfGZj?44^mok|URsNXzxlIOdYdg}q|rGIh~}`0+PYRy8yq9XFdD&l ztE%g)Ik;l*o1iLUwJnvbDf{_I!vF_z>%p?5NU2#{URm8c5BUhfNH!|DEi;&`7%HpumRkMxe`O}Q_b#Wl z1nv)u64ewV^?cnw?1Eo7)vo)S6lD~-o6c^(xn&@0-C=Xg`dWUDp;Bp&*&tTwHs}r= zO4YSFkf^FR|aUZ?&7juCTe;7kUi;ZrsBY3xT#YFFfx%SzfX z{AbsXz*t&ZgJa>Cz)ZTo@WbjBo8PmQ1E zhKb6rLKjg(cBcx!+wx)Iz3b2JLT+BA?yr(WD(-4#_QnHk3J zc|7ZHceu?zSy!)#LLwexjXvyVGS9f`47_FY5`3Fbd7L=iZ* zQ2wqPNU#EkC=j)-D@Xo74PWJwd8i{i$Sj*+{__-B>jP}@jO?obc>qNNFNY~H%MCg+ z5H39;j`1TSWh@xRI)vG?JdG2YRY2r(&P}~3PH0SAg?^O>`7txNn1m$G4zP6AKP%OfNRC1pk90RKD~dNKkfU;$LBa8!;D*L^m+rLryeO0MLbu#uBLuL$xD(1SgS9p}nNLx8Vb!+|^Nh*1ROhgFlemg(W(3!jcM zKL;k@N3D{U2l+3%SdPjX;~nbO43qn)D*HtGV(WmgWbBVsF6X#wCsUZ~oyr?pJ?}ZV zf1P1;bip0zxfnI&eHka6vkz9KOy}ry2@;*D(KM@-WjRYj5j@xK;(=f5*_ns%Z_)06g^DXd6!Ia$8z%Ahih%wAoj7;B#;%EE zZ=do{jpbQaxC0@BDwRYHfW3SL| zor@!B9=PHA#4*j%VsiJw{`x%ZQ^L5UKv$M<4L@2@`r&l;xlU*fN=SwkY; z@?My~GSS9x@rS^;Y(P6OHsAvm$y!*WAeE-7-qs2phpaRMTvXrD7yzB+BXDT!74f|_ z40KhcW_%uRC~xQ29bZWQYm9)Uami?w00#k?piH1~!v*};2SM*(Y~?tvDPz0F2;YIU z41oUUc+oG>6`AGG?@ZUfF-XhSE0*2rld;d?dJ zy_fulJabjHZIFsxH!+sW+7KHSh2+@@MXKXB;Jr^$`>q*18YeH|9Nozje#RZyp}t2D zBr(T}HkaBrXPkzNsG*uo7=($(^f*ax8$FO!I7bxyw|pkcw#O=L)%rXv1Jx#W-6V1^ zXGis4Z}*p#wdrVwP18A;m?2dDKiB)mi9}6i6dZ8*)Ko;S>!#iuNj*cT+#Mmrip&Q? z0M5!^oaF-ff6^?>jy{WElcrDQth3^&et971WwK_9qF@t@kI9857CrCfMpjBD=E_OQ z%~e8_3A6AWmrRc9Z43n{njHyFwk^ipk@HHY!*LeGz6g-itj+XQBj7vi=VMIeBf$1K z6c%7mBgijTQGb^ej+83kfBsf(dl3QXvolqmJGz&tR*i z_MIic?aT?r-`Bym?N<q{jzKTG9^p)OoLXl?M+0T!p*(Xoof9w}7}x5Oy9gidCW*f75J457!IrQ~yu>=l zP;H06qe}nCjpYj1DWt)O=G+AG4ha68`015795qY65z8FdoYIE%PjBnypOUWKe%WC- z8!gqpu?#fEwR7i(@%B0;STWFnI3)~CCs$ka6NfZIcBrYG9$PmRd4mYUu7XMQow!*{ zEPK)kmoAyuSN0HyAVs-e*SaQ^^}LkD=gGo3H2#~_Q4UC9p>0$&N)*+v)k~`*xzH2< z=znUqcR;Ac1_1&RME^fEOZjLAg$2xOj@Ya*B6naO^JAT^#9ugxWofU1{aBSsar_ej z6c#4_MPIj3b0rVdA~TAWmM1+V^1Y*sVznLK$;ji&w0^U37y#}l(nh#*(vVBf$2-i> zM(FYL%WYwx8iwT-Civ4u;IRy>oZOibbT&k*w~PR_(_qw5Of-OtCv{P~_vsTOm~FK8m|Xl+PJLF4mfh92vgwK!lyyd5)%aduu8!6$cv_M_#ZQYEVG z^^M-HwU082ZZmRPV?aV31;EDc?3$s2M8oenWJgt$0iuWPmm{HASS@|d7CrgDGGjUr0*1S%2zvAw z+gGe4i#Rz-4gN!2_Zx4t`C_F_uQ2^{qMt}C)vF%9l zY#qW|ixl#kSmR3Q2I^u_VXn8c#Te_xZw=fPQn8wUksxd-rtL&X{6 zT%&=~cjhhdC#~!^l(qLjv0c%@U@z9}Oi2RPQyHK|eJmvOL__v;<{{3*$y<=O4S%G! zqEa$kSs;#{qIN)7mZv)a6_q%5WCDSg?odo*h_czbCD-B37jV$YQ7(Ic2TGnxm|<29 zg?8d1yCGc<+rGGbgznNXDp3@?;f~&Dhvb%@(@Y>hf0X&iWwVRnH)O!f6HdBY8a~*b zEQFdg12Vu05~@wYnM7~7=}e3^OF|5W?TBJm2sv8jDxG+mFKGjUirUvFPS2b#h-z=2 z024DH?1nZZ1dw&_eZnZ9GXhcS#nLyL95u`8+}k*)q0WISQ_4L-Af9XULdGd!bl`Zg0fo_&!nl6sV7chq{Jn7 z%43sK!Qv879N$3xAc{&x3#QR>hzUc%$1HsbnehYYC%D`-MW}2RV^Ko}x`PGc{@FH$ zty2n0>{A|Pu1Axx-aSEyKRF-BYeJ(7s+D>chn26fdbuRPm^C?_M}h}1%5ag$5d(R= zxG@(RV}|6u{)amF!-#?*B`Ja2jUFJk_iaLIfM0pAtA+_a*Nrr=m>4kTt(D7;#_{F` zJIlIjc}{?jXgo=w1dK>Y2}ImmTsdA_9+oLYQ_L97GhW|WcqjoRH`<@0a}w7_ zkL3XDdms@Hk+fYZ1l)Abz{?VYX_p^LK!THK(PbWbHHCml!H>8<0BrJ@7sCZkZLl|l`+6a+! zV(ecN2bZ`RR>Nmgatv-WFMwlfFiu>qCqDrKrK~!#HQ_E$Mi>oyo|VoF4CMfZhpPsO zcGa~s$F^V(@kbhqrEVWKXAi$|aIh^6=frdvk z7n;3{!-zibGMQ$KW7yja(`Ec@E{+u8LzUm&6e`B#j@oze*H@E6kJr^z>mc4Ogr$!j zrckAyI_nh>0n%{vlR<+!5z;)^LIm&nGU3G8-;=ugky7 z?S!;HXBk*ee;|ff2`Jv9Rh>eN@DMdCA$mQ|rk{sIX~s4`zL+x1b}o>j!1d&3lz|;F zlZHPomI`ucd9lc2UQmMf(p~e4z|tqyEde8v!+at;IJ$E$1ycRAdZ`;OXgweD$FYPi zAQ8`>*}kU4jwF^61XM%I%_y%9{n&wJ20%0<5FR>^YDSP};p%>I`st z_fC_&br0h)PT_G|eNi12>j&$$bFnKC=U~GFcuO4LlJ^eQ%;eo|({?6Qc`UbOr#Q44 z=Vnwd=F7*%)xr_U4eRm0Z?xnrZ}G&EauTKt14e&1b2Hhm*05?w_rpcmqQ{Ue7<nxGfwTEF*;^ARA!m++;*M46VaF)rqcpqlXxxM1iK0jzOU%ul! zB?ZiOCA*Xu;zM&J!SOk>>JshW(|&hC(F;=vqc>DR<#QJ;oyd8u`|41HF2MZ4b@(Ls z-;Iyp73|mV4Fv+C$qWKQln~d7mf+#@6YycP$M*B9tGgp0_tX7alVCojP8NmR-qz0v zhxG(}`lt1opaQi>y95%{dBeIEFs4Cnb|;07yNUh8#?NY!QD32NCNy))Hh6#8wyV9S zw1M~^oh6&o2YdDza`KYM$f3~F(V7HXsblJ(1sUP~4QU>pd9bmMiP*Drb0{D#G(R z{^%vw4{DV8m(pb=BVOBF>(%4bCg8j0$b2MZ?JyaYSj*~x*VZQ8vU>B{$9bZMJk<#= znC7~MHJ2+gz0H_r;rNP&uUUqtCFe#`w}%%o5?S6WcFUWJZXm|f>2BZv z|Dw}dpzBVNlZLltXb$Gw$wo>b%u&W(7UMUaFU_ckKH>Sv-c_vZ~b!>v5VNf?xFdM@Q^Iv+mk zKlH7HHU}faV~2RS0f>KX7D1|w)E3enq!WMEV@`JkEM#|Jb^T)ljxc|JO*kKOFZLdL z1$LhZZsbzJYzMn~7HjePM*}R&^?PZdxP{m;wWESSd!|zIvy)7OUz6%1ns!BbGRZje}};u^r#%qM1r4 zTaOvb6r$@875KPhi|u5{!<18`dQ!II@1rfj-W(~>LGEUYZgyRH}_yz}dhR?+CEdXDu6X-G<&gBavfNT54*%X18|AmpO#s95#-! z6m8mUD-_-y1I{(e>nk`}qkucGhzsEw-0RjJ4d`W`cgVs)Clh~Vq6f7Av}79wDMj$; zsM%?;zvpCJ;s>*_qAT2pr zk>?}JuCA@4@JL`XDa!Lyi%C`G6`RZJqfEIuWd2$fD7DR$S)TfR4k=u`6IyTwp^yfW zalzOoC9Zpi-R{udoy6fl!q`_^GTNWt3aUnmlPQ_+E%Wl{!GORyRRd`lle0q7$^6c% z9(smQwi%{`jDG<)H<$&)^$JX7mT4Pp_IbU}j(Y}>sWgND4Fg15#=1PWkILmg_OTx3 zE~FgtyJEvndbW1U-g9GcF$_|p%kj66gMyh)V-{^fGL35=+7`Wa$kJDaB?g~&%&yoJ z(7Dh2vKtIZ8Gy5S?=(nrCr-{Q9c>76B%MKxtM^^zlNWn7*`dxWQ_K@C=jM11_~V=T z$d8-8t1X}R>mkhHrBj2Loj(MBwt$&r41b9W6fmInoaS*}%w~l!HDpgLw){;=YN9rrEi9$bC;a4)Xm?OC{=%gkk zBVj!Ai*{M)DQBU}Q#o}2`N|2|YSjHgR%{b{&2#R(=?$mxnzuK<_Z`*&eN+&MM~8X% zXnP)zjsB0YRJcOrgHoQTHej(ZxY7Q5v{lyt%OyZ#qqhpvjfCM5S^EOY;g3?d7gLXl z1VJH^{#sr4KQe<31DO=VSjwB}kLMkL=IRc(f57BcACyZd(m680vOQm^No~*ilYG2; z&l2eOgzv?nRJZogC1!Lh#Hv2N3!|Jot^@-hlMz6EsEgL+HcmDT=?LuM`9pcz@f`T# z$b_^V`>@ND@&{+UVA2Ee=vX+rKrXdQ@PGU6S_0g|{inxdQ@bSpTN?#%hR3G#^jrkK zSoUj!Su@J9r-})rihP=HeRBPGMg!uZM(XSTw?6Aiv8HC7$i)D_^)5YNyX|VS^o?KI zXL%LW>#WCh$$Pmcds)kF>Oq7xuqOYGO$b0#fv?1r#piPBe5|K@*teyiK)T?Mf|Ll3 zt^AY8<8*vZuI9+V>wbJKG4wr?lkN1q)sFs;`QeY-99{|}yj2k~^Yqt}Mk~vyl?{{f zE{$b9+lQF;S0soIQvg`PPKRg$PUL*T)j#GG`hHN@2Hx&z(C-y|!eux`f_U&eELYwR zxyE<6u7;Qp7e@?W`rmZWzmzkZH8!l^FQjE&=v7;hd|`z`g_2OYK3`Ut(|a(pu;`#u z)_9jaL~swSwS#-f(Ey_r^YnqnI(`h9IHZ@`kLNJ2yT>}(OoTn+nur*`ET!ORI1tL0idF{r%-kvXK47TZhl=YTvRZDOd+XZH`i;anxX3Vw!jsRRMWYq>?)lIaCHJqd&C;eM5^!rm5w( z9z~ugHogF|*zXRbGw|6nxG(q9$bq~%UEVWnEP#qAs%N=2ekTzwH|<+R{slpf7$LQn z#)YoVYQvaW32WokrQ(V;)79dN6PBtE8xVl4eATGzr6=cKiXnQ4<+9U5n)EZS56aAP zRS%#SjqOse#p0C7LbV5VYhI(wg{RW-(cQU$F9?7f3xx!gl+urqM;i;o?&n^M3N9HF z5utneT5pD*7w*D}s;gdU$*fd`lS&1pj=CAqzP1gV$!G=`Yn#N4{4dbz>WSssj&ih| z5PDGPX7EO9YxkI$V*-+h3fUhE+_5T~A+30_y3r9lAIHP1e>Lc{T$RNK@lf+EBB(Y=-uHXs;CHtXn{F=UvzqM=#yQNlY?MFlE)357PXq^LjBqkOt zh3n7}PBmCoLg}G|juC^Zi?f+YU&=4QNBHKE4is==<(A&1chJ-y3+Cm97mo~hc4G^) zpIYor#=H9F82IZeYhMXUv`!}Cu0j{BX`Z6-6SK!Cc- z%hcpU2+VZkt3f<7U>uua!Cs`|nTF`EznH>)5X4WU_?dYek%I0B6OgDH6Vg8oCtDjk z6iSN5y7d~LwTI^}bWv+^RSv>bLq7@@E{%v73<)4k8PNwjxGi8Ap6?Q>`?F{o+7|Qb zuHbk=7^Kj52UGc%5-U)+Y(Mw*oB)yRM>;6LH?}j>GRFpbOu5AYtI>q61(D+EDf+07 z+-!EM5{~{GCzk^ma-zp=G?Xg~W*HveVXPQX5F>xrzcj#G$%)Ixnb(Ig{x0v2+pAv& z3p{OiU0lxEa4X4~zo(L7XF_xBBE>eLyVIa3NN=i5C?8GiA$HsXYX;+10ea;~z5$6W zjtnm(XEv-LKCUHHcZo~+x}y<5`n9pRt@#`*+tc;+n0Z+sdpZK$JZ3b=&wOO$jEsr( zwvx0eHlON;3e%pgnL`&t|3cOgSF3VtXFp5BLfiaCSIpiq+y8h34m*#dLcbI7dT{@l z9OnO-9H8o2^cowoH^Vf5aNe|vR;!7O#6^EZRY5;Nr#}N}Tk<{~L8P9vYMBalzj<|P zB*jQv;&HRhx&1Q2ZRXnUaGZ$KcJq=t*dm`5-Rm?6lNSj^H#GjXz3l0R{K*i>Jit9H zZQJPdBJ6Q<(&v3AD$`6=cei618v+ZUEq6V?hDAalkQ;$eR@;djZ};4cQQiv~d`eG= z{t3T~4)@xzNm_@-mlH?`H}kcxAZRms z{F#s5+~qO+s|-6hk3FCz0-XkB2wi$zz7HDAMV`C`l+-l$Ad0yE(e0xlp2i(ewchsh z&?pE5a$I;Ym;rz$Hp7-nF!*#`XKilvS{0*Be;`+7c!yUueZaZJTp-aWjO;V%*wm($ zF)|KV76qCG>}-{ARQA^A>|S*^5b$=0$|v>c7({L)NazXiaePoWd-B6pnjGesZE2M) zm)@PS3RvhgOj5!fY}s3b7G(gtFmooxkC82YK!T%SFu<>-Uh?&?77Gr>hRB&+RA#Wa zcskdCcGJ^w}Ay&veP79s=e;D43DaD&d= zyfE)h1eec&LVdxfMpQ9pB%li!bbrYeDp1V+VB7Z-!~?D2eJJu+AHLbp6ltpqEOfslW4o26Ii{2a_1O5bf3jJ7~^jf%MFxAs1ldG zY6{o3z99QzB@$J6qHZn(*s*DuJ^Of?aeL(3ja}N* z$3Q;8+l)iv^WA{Mc}M|iL<1vyf{0gaRa2bf^`&y7&)e&f+*T*x(;2d=t+>K(ySQt< z_#&?=A6Yz|yub&e#0Oinm4Gh3j(B)^FBI=M5lCB z`>#ApochVf*hUgTkZ8?f-^{@93U+VB^?wTb|M~}Su-C&?0#o0LI{JUU0qcL0!)hDf zz5!Y%L9Htx&{AZv%V?gScm*4>P=>J`saxEsGKrWo-sKzt{8e*p?_NSwF+Qu`W*2y= zV=Ej^%%6SdeH6-LyJ>?BzZe>k9v^q03s37SE>V%b9#x5S*DFg)NJ@&{pO_ohDAMb} z{rOVDZbfP5{G-{4%n#5@XaFs?s3^(igsVWW06y@;IJDFjZWM=dfu_rm8u1F>Ns zF*Fl$vHx`OPHAy&AfJ9FFu4K}WyRkvFi-h0!gxYBW>8kZ5Etf$p(;O{giYG5>gL?p z8b7W6;Y}m9eN~-9N9GPJ@^Y!)3-1q3GR2-$IsXYx!8WnQE(ZXcA^UozTUX~!ZZ)f5 z^Q=P~(gy3DyBN+c9ab|sy<77qQ2IL(>>OzxO`KUK!UsBI_Q8&CGDX_e+Ba06ORR|!_g#bE1*T1+9>xhFb@A8z zQZ^%>+h_-uH=SyHDWo+OwsiDM+;3Rw_tNHn+n6Fb9tMS--NXikkX*{KQ@<-*E? ze9AR$8!f4A(2L`b*44bF!yv=A->aD^aV@4s!Dj$izo&}BM;L|~PB(>xV1GWz2{``S z8rU`SU9ufu3y=bpp)TN?4k#tT+^St6ouc)u?SynCsA@VJ)p(<9=JjQ+tIO;2e(U>6 zX7wJ(`@B~Zbm6VtZFC?Vn;jlY7@u6vtqqXCUP}={TNOEm638Y?X|1`HtFjOHI}%3~ zc*iqZvP30~;_Px@=~tdu9vJosf9$9c82SSLuV#1YvUdRb0|cZ7>%SZM z_kW6>w&qa4hUI(3J?E-_{2SDdW4K{N*6Y-XJj2N13Y?M5Q+=D_uPs@#SadhZt78eTC`GWsJ9y`xm>Sn5@{DUQ{gJ| zvqI8>Ci~cl(>vc436L6`J&tk9##mGMc|$4}`4jVY&=&*ULL!Bht6{b}5nz)3sY!p|{XHVRjA(DmX&BTdX^Ax^rNm`j#AodsLmPy$ z#J)GN!O_9Z$Sx}eWwLew`M6jtS)tityI`;7T%0x>2D+%(czb&qJebp>pjZ~8*rjUA zTd=61Qvv+lA^7|5G{mD81#p;4Cco_=kgIYp6gr(P<9qguDC|>Jc_vJB|KXiv>9l}4 z#wVj{@e=UQB4t~5azMD!A-_xcR4AgSkj&w`7MZv>B+*gPg1xWtK7u??C_x^HlnU1i zUzH|JEuruR+tFSe%iKBy|J4b_5+4~xcciR2uF6AqWB=u5`9&$T4mjcQSObW>n16%P%DaDPV?;RF!Qh3GT$+4I<*V=TgY!Q!A%Z z8hmP9+AWlK=C)C5132b>Qy;LXwF_{@+ZT)8LV?TciczVAJhS~P1d)fD8T~EeSk>YS zXYUD@7@}A71mn;`Kttpj65{q!s|G|h)uK3PgUAkj%OW_HS7HhfZKA!Pl?DrYRfW?( zWUPrPDl_`W;4(*bbhe&l{kV&qdYYUN%%}?Uxfi5T!sh@LDa32PXoqFVA&!nu z!%9707q#e1jlJ1O?yK?oT#_j?Bf13lgB7;!XfXwh1m+1eylbx1H?bfB&X^p&8&9tu z<>}(e!z&5*&h00MH?)trny-EaU>d}tYF8%+YQF&3?5vjTKcZX#FEH-`NSKs1*66wLfU5b{AmKoAO?mmP}Ssfy09tMt0w@5YuGzOso_ABuPt zlam0S!4W1#;~M1XCr<}*GXnF?uOQKM9Kw0dyog?w=bp%juQLzb2`>~&Aj=WIW{x(x z$Sx!}eYY}`Fg3<0OIYkt=JGk6nrU8z)kRpmFX>t8_^9;sRjLo#BPv0==Zwb|>l@YR zsvO>hPZ(-A-+U|DgAn5dpKAO%Rg4b|QAuDjs3e~rV}dLGD?q}IKA65yetSVJ(Ek}n zw*MK&N>!cjh6Z>af?96q&4#mOdqr+D#eP{H_+x_PN09O=R#9V#ghbjE#@waV=(&W* z_^Kw$_B^axgAp`|n>X=vKCVqRH0x01-=>BPJjd>#wef1d+kbhgr3B@;iJOm8OLLMK z+KMH*^0RG>8=KB(VLa?-N<4CdVMdH1ZGR9D(li4A7j`!!c~BmY##bl}jS_H)Er1ERE?l;$y1~ZT>y7O(+IN?e2$)`DLGF z$Cb$h%3tFVW&9Z;VFZAwkTU+P38W9Z)I$mU;BVSg{880k`|$ammW`WRAMbX6CrhM8 z3ru$1?QgUQr)D8b4e(f6sSt&1BOi>xAcCn`A%G@4ln>MKkbO4U+&`obD7L>m)MRxD zS4syaCRkmm=`uQ!)z69qiT_RpZ3&;%h=0^vKm^NLnI1waiBHjX*Dm0+kqVjFH1?$b zV}SQkFXI{5^)j?9tRvW54~KXsaw5AeHOOt}j~@BIaGyS#QT!SV1jGXBfBKWaPyhvx z`d>HD2IesygmcyK>vD4BvY)Y*h#xD{={`uL@PHs?JlQw;i2~u0MNC41lX#eHdf^|8 z&Cq!>6OOBnnd^J2C1lfxpvqr(?L87x&Wv>G8gpxPp595GVQ1n&W?|3;Zs(VEPE+Ir z{F%3Lqz9a<4N(q+P)Q`LE=!U(aaVvbgD4zQIjkYHP8DfZ@t%s72PwZxB3GgJ+9jN4 zgz~brfrzL6hVpVa9@By19_2;}2y$_O4+kAb^M;!zqdhPwal`yCI*AL;+zz79&DLmp zR4qn`ONdxZ8bvO&-}=LmA#9R9WQ>d4Z6CDH;S51H9n17VN-11T5%wRKLPr1--IGPD zcg&q;mk7~zNmh>^u$ddnKZ+h-Pb_gZsY=YE1`-<8^*VR7Dlu){-X1}|R`Re_wAL*- z@`6~zV7aCIVgH#F_V>adf>@u#=QQlfawUSYP6$WbZ_o5D(dfC(r@&%gL4}5jAN2ak z+e~9vWKA5FO-73~j;XgUg=_-4Eh5c?3pLAldk%xn#D2h9pz(*8b4b@yep3RcFSf!VA2y{LhzvV%cmfP6rZrMO|u2ZTV{p^MYg1$4RdMweDwkxpsqwvaC zlY8?Y3jl(=Wq{01LNKCSn)Gphwsc9&$#x)%2llmiKWik7R7QR&cplGTO#|DO;dy7w30k}?rMF1*{HZc-#Ek>Buaf4JFsDj5pl7duvISnh#VI@K<>IkFN) z_)|}d7uZ00S5G+E;g)TU*kR6h?CH)QzNe8aZHn>^Kt}B^5Y%TW?@DwThPtU>+L{m2 zk5@S@)R%G9d(PZ2?9s5UhJQv~BkB@?*#Cu?@E04xn_DNBtv%hM@tP)zK$W3>* zBja?C3Q32WY;rKx_;O=zHBhVor&vsCO4h-q24vgXdVlU~FIPJ{!PBT~W%Mnm^xR*~ zgi&~~YL_(u5hgiF(ogNquG!FtY0GOgW_0`5+>%19_=79#zn=Zo3gt%)0IURI9#!!EBf3= zg=GG6B=h@~9O!AiYSBBsQrP+3JrPZSe&;JFs!_%xO$!^GCrfHUIOh%g;rkHA57+ zKG3@#FjMIUxpFLhfz6Prw_;IyjFc1(2Q#y;9Oj3}>;XJde82pEu}%cu_|5w}2pvEs zlgEk+=9!_x(ankVhTZFDd^4HSH;rnQi93G>`^R(Wk4{0(Q~Zadc`V5#+tHpH9Su&c zeohR|zPz{sFGf`g$j=;+t`T^gaUt@{Xxy+Q{EvwxI^o^|K}je0J#BFgwLKOfshdO? z9vrLszd@wGpci3!5mdpu;V1w81{uG`{T3tt6QBPl_8-+EY%jx>8+9?Qp-_INpsSplz$W74(g0J@3n|BkPFIA02=3Oal}i@KH{)+|RJ%G-0<7s`&_mOt0z^A)b%b0!h4 zE5W`lC2k6=4hUF=;ra=AnT&fiQcNCMd&Rw@1^onUB)j)I=ahZN_$HILf$)MzolX-ol{ zAi9RY(8^fmTu7_D$VQE?!ngOVq*x6{W&?)9d0lq^`CVs+qj(Huzl6`L9!+J^xVdPf zENchSEA?dbzVlJwnoI*4Iq%5d(pSBOXYFhZ7GiIDR|u_I+o7zN4~4n`Aqot+X|uNcC#a8Sm+hX{0H)z9 zvdnVF2t7sbUBCALmKb6wj*1m!ZL&%;B)Ri&@8W+3XMzALqgoozVUYyYoL_&+LxL>g1M5fdYVd(2Oh18YBg;5%H7$IiCilPs)WMswJ^nr-hcfWIT^N#Rq@jT>b{r)# z5|ZPF@mctMaz`)KNN3DLb?bi!`eyuWEdI4)Dguyje704ojf8G7eli&!2Cr?H2hxqP zv&8RvY~(zg=vAsp2%CxkN6hG{p$n)`7=1crB{!!>`GD~Xh*%5l+@y63J!{NiHm+^O z=LAGkrqf{>Xu51lJWIB2XqC>O}7^{mDLn~Zc} zWPozfW0Mat>tdU`DvQ*Zwk>uU=G7{7@)~3mYu9R_-N)Od#HnLhGld66iyYCjGgGUA zhxcEW4eoyK_lhSfzgtQ!m!r6w!^F#i5p{p>9UK^=c<*WI`tr|yjCKTw95nn(KI3{9 z%(rMim0K`_y0ap!wdL-t(S}DJ%v*~JI|FERTIY?bt%1WWd7j&g(2E(cQ|)$~dqb&R zC+^R*`3iPaq*7r@)yb7v*eWR_Q5IKh^`w5m*uvSPP6hZ`5jfKx#GDT0DoO5-7qs3u zYjg-{OV5$M7KaHI*b@U80^vqk(Q#7KLE`@8)rJe+JqI%qi`l`??FNPw+$WFD4FZG? z?$3U?q{FlS1|-CXR!6V~?=0IM;b_kNh7XN)mmry`fzXFMy?)fO+~`8)Io}3}r=bCL z&yM)0)q?dy=YW1up@Q()4vxOv(YQ0Y*1v>ld#G-a(@8 ztFv?~2P!FvaIclSXE0RXtK|FrAOPc-IMQpLWke^paK8H*8ahay#0gej(Sp#%?>p;8 zbeeI1D6c4sUP(&rP^L*5-B=$V`6W@d-ls`w`dTN=DMTx!2;ziZ`CCG*5x}F;Yro5N zu#7m!=3|_9O9xk(BtqbfEgEn2RLhD;EWvg>ksBWP!||EF|z43kW}<3S}) zo}D_8=J}gdO!pmKe_2!-cc`{50s&L*aIim3J-Fe|r_;agxCCn;NkUmI zA|Mt(m}pv68POPz!d+`cLs>gQZ&7j;DO?jOPb@SWy^;UNr{W{iOXAzwUD0V#*y{<0 zW8+U|vfxfsEVZZS(Zz+|nw&plfZE{;{)~%HgRu3McYHg zq)&=ASq$_7-PPGipT}xP>}Ff8QoiGTW<%g}D63duA$G@rBx>0Ci`@^90pxr-I*cIJ z1BB$~W+?sALdC5-dG#32r+?X9whdU1w3||tPJMO))RU5S)ErO^!4y#T5<8H&Iv9<@o!UoKNK(2N-y|zl7yj_ zg~FNTl+Sv!>?y{wYZ+dKmkkf5R1@HG9*xmgvazY5U_Oy^Z`^HozosV+1lbiNDA zRXj@-dgg|^9o2aYl}F39HAwun;>ggll4|n9TrsZnA{uXr0vwu!DGEh+$}|0}jba4Q z7u4Dob7cvxj*hbsh&|auIoOWV@Pn8`bqImCgMUGnuXM&45B^m&2Pr3-cT-dbD1Y!PlU+(CPuFVFcw6=R6VWIrls7UHyv_L!#7UE;vC&eVvt{wiZbm<#oX zDR=Zkb0V7WzWja#p1;jTc>GY)dm|@@gsICXzB*;3+f}f93=`93M|Rdd#&d9mR*WYR zvhSw31)N^1yE5d7ZQ=aw=xY!W*JhPbZ~YPWpZ&*^YLSu)I9|F7U!XWic|e;D>4?tKDGN0x?HJzomg4=fv!#iO4<~14~i83|3|CrW$Gmx=MVcd=5!^d;`yigfS59ZHfK^_&RA7 zjraC&?;SL!bjsS0aCqK-E-Y=<(t_$+@cPv<{lBX1ycy2o;F%W~DoZ;i@>hsx+Vz=z z9Zm0-vLZNNB@#@$69_yr)y&jU{wGM;sk|*g=mayCH##NP^-U`N5SKcWJL*b2!Bl0~ zG3TB4CMh(vxT|F*@35GEO5{K&i;zY2H^Vu8qW2UO<9ET;`?9W!`#Bs#EKRP{7gq|A zuhOrkh0XuU#Xcf%vgD9raRj-aa&jcwmhva15?4YoSrNMl_oe8+KKL*6m+s?Le2GAi@d-~HT4TTcDPou7@n4}o*HBQ`c`jA(NR6!^Jg7A)TDMFNTJa$!((ioCklnfP>hAv&BR{* zLkP9HzsatY$z&HYhr_9E%~B>}Z+Z0c__nGTUvW!sk9vAk!alp|%Wk}jXRS~QS^@9l zKvCc_u<@6UVF-SjWOY48pXcA0N2%KJpPKJnuL;U&hovGGNjM>%y zNl4&H$av3Fw%) z6!c4=)J!-mu-W66ixYn(o9TL;iQ(jb<^e&k-_Rs-ci&qhSe0!1xz|?w?_K7VfR=!B z++_LBv|@JuJ^N;tm8^&R-x-!UGXCBC7n=0d8YPHt-Cr39ycpA(4}z&=LZ`5*))w1R z7=ItL9km(N#+tSgQk^^uvg>OIWp;?jbY_i3MaS;j>z^t$$uSVCyy!F_{JK}c7yjOk zLC>_`c2#~d1G!B{fAp1J?4V`T5dEaFctDdt@kwdu-6Z8?tE-lEH{Oc(^jYav-Y+p0?di2x=T3Jg z_K92jtkFD-cK#yamdkvH15>K6GGxdMjt~Y7C6>ag;GjtA+c#K-PEgjDc%6mwXDtoO znCIT_x5@MUG1QKeb>{QJc-kGlq8D0u(>FU*f&Rt0h&{asnKlUs&M&CzAmTn0?d!jP zFN&rVl;$?@R{B3t`tyvS9>!r&iDPq4FO-||B&qR<9V3UB<62_6lG$-w!YS$QN)$} z&>L>~U{@l?m`LogL8yZr6=7pg@t3hYN!P9lKZxbap_NV)UG^)fIpVrEC-HICeW0m( zcvYV$YgLnLXS99dfneU7NM9G4Xlgl>?m2W0w&ly-+@q_DI-*A?Q{{()Pr;O6?8(&Y z?hkDsIsezjFXm4sDY;I5bD#9Q@M6_oQ$8UZj1gGc{Hmq&utRkE{9)k)`3;t@xL0T! za_#0<&o;uIg&3S~_gp{iXx^@Tj1^Gy3p!!{!xu;C1mDE!VNg8I-S1HbY7TfhOXDCd z{+_-%+OzDb&49w;O=VAm{;GEm-Xm{1n@ms!=Biu|=f=5GQ?Kqk$cL*OmprDJJ@xL) zq=mva8%{Qk1R0%qFp*#dZ`^H!zcu%m?zDCj%IBZi?8*Ng5`S20aq z%FvWr1gLyi&l|e@k2~0}GvRLE`v2X$L0`5ZQ5Pm-+RjJVqTVqT9%N_|*j+t)#E#h| zZaS_V{8+KqA~v*F+xp8#^&x(^2z>CB%F@gSr77x-%1@HJBnAx_lj(kT$_#_Q<$d_~ zxTE*34YjhG3w-V$ThsI4`?epM&3uoZehA)CBOoNc2*a-nX@ManRyY5bVO>YwwuXew zIEN9r2)uW}8K5~|A;3C%5lNuYaox5rUSrA}g+2yPw4d;YYNlL-NuUvW+lxzlZqN_r zBv)4a-C3n*VC~qVNWYbv_Q6$Yf}%ue@L6^Ga~&Lkq;v(*d2RgD?WZ^MAtsc?E@o#YdYDTs96LtSp2Q*REed5#b03h@q$eF@ykW$t?wbA-ZbH zOCePLqS!@1pg~ZSk<|W-c$kT1MCeZav|SZsDw3B*$)*`Ank%aCp30`khU`H#PsMMN zLsOYr^>@}I#3KTID}K!n0Uh6%7WKU%H$Gq1RVJ4Y{>#nD0wZ zKa)L=Rw^nh`Ty>G*{z+Po(4XSj*PTHz0Qgdf)U_^YwsjsGHMcFn3bjFO1qEVIepCl zf_6XQn!b>mP3$L$3{7U5#33GD-mCUdMJY8K~-Q9Ieyc32#Rv0ww&DGGigOimk{QN{MqP(Mq{}ULIWF!Rv{=>e(%j;7~Lt6Ugn&jhDB#oVy8&TNU*oumZ=%Hqh_cxis?k;X_ZmzBvn3xP9 z#b1(BQc4?@)YLkmOX=C!YN(MB5ue=MRTUI=CJU8+7pW#DCT8&2c|iAPI4?S~`5g>a zJN%}pb$H?D_2_f^^lmm>r`CEIUE{gZe!jl-DO5r(A)C#-R==z{iLd3CLz-H_!NI{M z&eTwGjqba`H9Tj4m=x<2E>!*+o9mX?;jzP{%= z`!f~v^z=ZVX+bqLfBg6{)rYw|+1;J1mMvCNQlhV~ucM*1{LZBDpNUHTK!?RfKAXuu3k`PZ?ENv6i|sz1ql|f}v#Ot4_iL-G zs{sx4s8rs)dnYR^%LbX5nyR;+*qEy^x2@hBh^6MUO@b}}2hmPSb*}y`+pV;z5dprB4)o*Xc5*&Q;^m`yi~Y*X?Zy~C0CE@(PB2iCLQH3f1(~nM4-yc%a4+G9WAwN zuC2wTq{yM3TwG8JIDXT02*HJT!z~VKK~Q)-hR2)I>@GbMzv&V!W_OPY!=_*J^Fs9W zoAL5gXlQ6dzka<_RXv=kSR9~+mM^Rync`)DB)<*f(gMpcO|LBW_vO9q>DqKZH#rL+m;5I>h_w@Q?lVX5U%oi#s zZ_dWTGT!(3@<6{G4h+?nU}ZspOy9wup+o~{>y(+0{aiH~0n<{4U#otdrF<;av;hWW z52+g;cU*dHqc4hLfRT~0WTyRgugttZnpE8XJ_Lg!S+ zrNYyb0cw*5+hoTqJ7eFSg@*kHdMJmxgKj!r5%{l*SF6Y2LX%S!oYJsRd79NjTRRDi zUeP0$rm}T#Q0~K%m6kT-ycCK-tj!k^7DhJvw-VB71c6wMWgV`s=Pt6imB7$m1qDzc z`Q4u19QWX$(FzF(vAKI3tt?MWX!zC6<;h~iYyvabk;!LwPftA)0h*A{P%p31biUzc zaL3nuG-_^3S{cnf7_2NQGl%*7If))E9h00QcSF6y~B31I~m*2F$zvG0!-|+Bg z64TQ%(9q-n-n2hkH8wh`s;rEGgTov$H9ZZu+ECbGOoSeqk&%&~ zzuD$>b}obPuKz-+TMBm^%2*Aw`W2_aQmdyE(0!!@XMhWaFY;4pm9FB{_ zb!X&iJN_|}#*0P^7%Up?%aMQ18#YdyX1n~Ly&z0+TN(`9enc5n#^Wl%{) zz3Xp@xedshTU+<13*&!FkCJsfTrL8mV+&rlGpL(w_0j;?&#vmZ-pFpbyhTV|&C-9g>?`T4=Y!S(g^nAn}lw2(CXjf=OS z!$Q5N&!tg^@6A++R=f8FnUG5XUq9Ocl~IzVefFhtE5eqXno%r&1iC1yzIdd zub(9FeVK7=TX31ayV}`VS9f;4`}?b#MD=-&GQAI0nM9WgQjqFr-U0K)QIIkYyxxH( zhmRi>m496}(B!$0MlX&qE6;NojZe=CX%e0Uzxxs$U`k+2NbwS=0VR~Z&q<`CrZ^f|B4vTG9-K1tk}j2nK(}jYs7TCb8?Q zRg|+Q#zm&Y!|X(eNur;4LU1617p)>h?%k78?Ny@THrXEDbOH1FVXkt#SdKA{=!XNp z9Zixu$*J~Y7KR)7p(DGYe@=?$pK9UMXuC>V@c6V!-z@)Mj>^y=QN=l$S})A`8zQ0F zhyo`DFGVcj6vJ~VJ-h1J#N*3xMp~I@oZ?yOF|xNq=fb(lztd{kLZ#mQ+e#>3{FO6VQ!`(Qb}DZ| z`UXk7ok`?4*%cY+?sV8@^YzfjzTuA^hIhjg&61Xl42Ttjlf*+#)B+TNTL;WUp^dA+ z0n?5N#|(`CN7Fo?XCZF%4IZpJlM5kz`p}cVVV>4^8X$v(ax}EihqZ(;JF0KxGnY z#Z7Fj58LyY*DJb197+D4HMO7`Q0yD}Ap3_9jy<}UvSgFLPqRLbVJ5f+OwGP`THR6n zEd5aPQD_-K<|@Ej^n6Fo_E2-YumKID)!)mnr*PXLaq!1>LAgS^61s1~{jG6N-))}# zif2Mr$m}8t2C?Rqq0w{K#d;U$a-u>Eh^o}t^#&FH<%ZeOpJiG8O7O;l5^X3ps?pEi zMM(V`7Wmr0SDYE<8e5<~P2~Ub^v~NK=~?S^e*6lnTjV#=99wYMQ-qrmtTdijS=v4CBhy>t zLp$cby5YYK9P!7@`xD;v1IlNl*6A1M(uu*p&U)vxYW7@iL4f<(5kkvMyfI`z?N8DD zOM~G-fqupI8c)+a(UhR0CI-W-{dpf66oEq}Ov?_XFHu$mOkL+47ne`6(Q?(gonkI` z{U)$K4HM=l{`=n^mhIih-pI01?b%a&j)!1gJzt>3^3bj|UDfYp2cSvImFS-$pJgIN zzuE&Yi>dL)Y}|B1TpWU9&euU)k{d_|hlpOxT zVE*>AQk!O-#~87j?Ps~~@fUdrZdtT&6B{p|6>f6+sc;My8LhMG^Tp*8yptt}rP7IEW9(C#aS z$-fVc@)m5w__>#O*%!y`%0|5cw&so26M53%*ojQ4rNzbS6<_`zd+7%3cZmrJ+VZfP znwqNi%k;XsIv8xW#(ZFE+CVHg(RrA(Ry$Z~;+U#eNG)Q5aECW-{*)H7BB<*44f-kv zEG;F4O(~p|oee!+lf=P^RZL_map9n&`|*F>5&!-BmtHu@DW~S6_zQuLBx3^ar z2F9Wm12&fJ9a&ApBa$$VpoZ z`v!td_J#%6tbrXrb1y$W+@WAo%vD0(5)%_MGc(6*mX?;H(&FLa#l*xY6>3tJc)NR@ z{!!EkOh~|w*-S`Goc_!CEfCBJ8tmHgOSh2u%;oI z2;-a@6m?#;>o(E%wbDa8P%aho6zy0Ed8`rTd1xsehQP64A>US6J;mj{HKJCi>( zB`)BgB&CG5fDzjloeHr5<1t|B$7JE{^>s;9G;D1Dy^`<176OQwfGW{DKn(Kfc&!@@ z2A3u}?q~{R)byrZCAk>*i`NhsR_7>#r|Y?x=KQdfuMS3CjOelBxLioSceNX%;Mf(y!%kPjN z3+c^k3+$beGv~7z2Jcx!ky3U~yCc195H-kriR0FOWXxhq!rC?nAr>#02Y)~n)zC@e zX^}*BPWx>%lPbK^<99Zee_%_)ULg^lZGF!>9#E1th~IOW4+5tRc<4cdEUq=LgQW-M zz_4tlrm;j}8!_`a1tmQl9kjD`=+Dmq8S(A?1EuZa3e%`0Fg&C$0rGX&j)RJ7oUOj4 zw?A3ub(9}127ey?oJ%b&D;xg#)5XQ5wzhW4lj0;k{C)}%a@wPz#)H2T^Wg9R}_^+Bqe3htkZ^F$rA>js>N2z14Eg|6x-_;uw&-V2~J^UQoa|noL_L z@o{>>T)joEvVms7Ia}J3TJAR5UqsX|idkI`@>=E_836PpuWc+Zh4KT?kO`?|cqfRw z&>Bqw=2r0UsaW-NfSx3$7Zp@br{B5@-5@V~hPDV(!T&9opq$}; zi4-GRaZf^vQiX%}Xg#lEpH*wDtzjAP22?B5P{D%M_WqtQ+*p)a0)3hvuul116$1WR zyYNuaeAe5xiD%C!igfjq6Eb856#o!HOt7wm8;2Tr^Ta^pi8&xVqmBm+0Arc{$mS^Y z4C%X$$O|WraOWsuM1btk>zG7|>nr^!{^Bfai}fT^-0^9E2k87lF-@P&a1IHHAkdbG zBs$k_)Mt)-pojNN;m+xx`V`YrYf9@i`V5fnRnOrcVIj3v1h{W%lGHohPIRCLlh6)u zJ`3)gM5Z9P-EfzfL)i7t6kII!3Rm?1WNQ8zUeS+!|Z{Jz)8H2kZ6tt0+oG8nm*+BSn0s{ zt_JU|9Hz1*}*oBG==0l0#Mgm@q{gEac>#NhG#ZwsB*Xtq`2>T@DFUB!|T ziCrnN(bqvIItRNhtFb^I1q4U}8Y^gEZyLOLp`zX)dWE#17H_;N?6m`vAbOsN9zpq)PoBm=M@Y=1sa(06c3bbUlJ6rcF? z(h`jvKC<+|B`5XDA-Y0BLJ0~&%4Vo_vDQ=tO3SrlK!7exm0p|jZs6eV2>?f(4XWt5 zBFQR+qmf{srplXE;Bb^Mbp?R09{=m@RJFB7M3f>FP(kH$1Mgusfo3bjJdH?*ta!~& zUD7HlJGE;dBQzu$Q@lV^wLER9)DVTopMq4gOocrZ(S62H&?&HTVeYu>M!oW@T3{ER z0HdOQkyw)1(cFV`j0CYuB7i>A;9e7!BzC7JbWFMaA*Mo-RW~`^!9<;llK6$Vqd5u3 zq(peu`&ioa%5%KX&0XK0p!3}}v)X~XV6ewaSyL~y9Zfh~gcMmHz~PS-18xK~74%>l zN5`Zr(4gBac`J!7Fz7Mj<2`~_9y}>IUf%(5I|M{AH2WJ|coJP;-D_XDNJz)f1Pdza z*RC-~8CqB#m-PU{ME>v`+Bh)Q2v49&s_!~cgu{y3ug~4z{@NQwO;w!Tp{FVLz{`EGpPEF`)3qNfQoDKa=Y5TPmr2e>%iof1`>id=qF-CNCkT4q_b!=Hf8uh3uGw4K{| z_yFY%N~s{>jtWn-Q&KLCa>rRxV@wUlxVgJ?r4Vr5kQwbuWLDb}{I$Aj;+o67U6?67=d@YvDj^g`|I2=6M>%#dn_>(c7#>ged` z^mGFpZonv$rZQ8iQwAWPllz(_+B37WhR_YI7Nbh;{YKB-9iA;s%uaBfvjd>0+p9X` z@V^*Y>;{K-KG*f*I-Sv3R=<+%$gR%}6q8GSonBpCot>SXpGU{U=sL81=s^bJ7IAU$ zWB};xTWWCyKx7*rF5}{=N=+rvsVOL6h}i^y-iwVWE@44I21Z6!!Y?;x+n&(9siBF9 ziP2F`ZtghTJT_eegVF^yQPGD-XFGp?FFMdo$pC+JvE(|& z`Mz3W`YRj`AE5HFUxvGTbCwvhP(mI*ouic94#yT1JXips|EsUBWO2Jq~Z zd?9)P4uit^+7R;s&sNA|j#^H+?Ow-+8i8 z<^zu%JudgxC;4(;HGR0n#EhrM+kLKp22^SmSpM#h1q;Ot4_@B|0aV?8l+uC-KmSZ$ zAGENxR!a1#Vwh8*6>U)LW4CXhz`Fy_>h zk;|OxfS+!Es>Y@B|A`&~Khr~+bCCqhf-$YWH?=7f(fgACCsCqZ3Kam5gqYx9X#)c? z+TPh&PXH$0(+RV*cK6zwDyg#?E47V`jRj2Y?qBPXt(_g#wB6m`jzwRGU5@qoP($8B zN9hV|5y2M!U4yye;Pur}!w%nZd*^RP8Ks*-Z^5bQTec7;CMK~5(*=OkGJpZB+qU4p zn)^;L14=4>`#FHkaa`?KF4wQi zmnVO+A*=wmdLDHEp}v%Yv2j*n;_qUO{4BrAd7IxwHhfM4vF-fl_%S~YrU@=8(ophO ze^jIyysBG~w^-968osj%jg7^~e6ScasG>fA{$0?9UZrU~Mvd+kZM7P}Tw2-yX7zBf z2{!!K7E=1ICO9 zJno?FiBmLSK`KeNfFFUM9OqUW*4V?BCY_tuY9lY%Y$)2Wa9?^4qbY$5nkKdDtp z$);f59Z!#U{0vR z))v26Zv?<;^!Cc&;NWb+wOI%q9UY+nUURlJnoo*R0e(7(g?_ZMT5bB1BN_aP%UA`q z#rvW(F_A!(oS#LDjvcSIF=Sj|Dcz>=buwawt+a95tJ}xiW2bE{L$UXH%(F#%r-v4- zMMaH8V7?}u=NS%c+%^ZWPXLYu5Vc}rVgQfr?OvkJg7o6W^71m^u) zrb*6qv;XVa#RasmJWUs7_3PWo`MLdk?caxe{nAo^hslHYtIa3qL_wN;BxOqR4fFtq zH1q$yq2rW^o(*>-YW=UdtKx?>wwi{mrvM(2ltjqP{2joJG#X{gl$ZBD^5{b#ng3i` zIfR_gLdGc=Rvr}|XGTz%XIEyWpArcl4}<;=uR>EFGD?ahyodr9yc3Ut>!Ya8`4>8& zP%EqL-QVB$A!VMl6<`c>bb!q&D&6RfBmk&;!#c~aD`bbY$6eDeHl`Efe867~d6QkU zij6L9J+7Ot$Msh^uzgMj9F8fuKwsEw4-$?pZIg6ifNnaFwNAiwhEq6wuKqpDna4t( z*+=7t8CwA{X5+!hc$L*&7oeq&;!%27LX={BW*0wVx8+6eGKbVKw)>b8s{ZJb8dl}x zOj`i_AJA%4TICcDKvNvrk4G!*Vb*R0r$(`(?LZ6LS0&2s24JUkxiX zWH+|)X}P;(5{U8Ba;z=()W?=lLWbHl=IHFU>&DLN% zJwUvdE>8WPoCFwMuDEy^NJK(un2a#k-)U5PsPgL-RU1j2kS0 z$qr!9A#k^nPgH9u-cV7Uc8u3AfcWqQ(u&5)tv2mni+W%l#Z6Q30Nm|4h2fshVYLH7 zV?TLRut*~|4g!LO^e*-cV?2f1#d7j`_!6+rKQK2wWQTueQca&L&+jMy$@WY0NOlD1 z#<_ql^4C~Zf*)=3rvKKBiM<6-@x>-5jKp`{qHSdZzoE#aK}-@7s%y)jToIlhmYP5@ z@y8RK=_pr+8Qw&)(&7sB|3gx0rn!oeCK_SU^j{!{MaSus=pYr?+*eCR_{xHk%4W@=GCAM%8KZ^7c3rH6W$;2XPxEt9KsQ^D`y5!{0gi19Z z4c(s}!y-(98)x9nWw9r%;-%Ayo$=>RTL6@LsBcL)F3(Y~NXAQaG9bB3p*77i%dNMS zr~(Y6I8YHX?1<}>i#EN2;{7jmyezQPn9QF$382;?5Xjxdz5rmPTyL1xyB6Y`dMpEj z!hmEpw*5J8EC$*TU0Bs_1~MiI4Fx2NRU{Y{84j!{4ks!5X!j=N%rBZV9AF0UJjKVH=5>dSrd^lvbpKY&dN44-&jVM9PZKf(?VC zX1y)1jDXP3?E?3|(hH!r{I-1}Xoq39{Y8YcwBl}U4ux8KuNIeN*B)qP<+72)0&3-z z%~+^hs5$Q=?PLdS$n(cF{niBw@2ocxH7l3Y1g4JYW!{t%_5NeYF5um7WAa}#JW{Uo zZQ(|rU2+@DUtRvKQtV(uI z7uxM~zY=LCuu<#&V#%&jP>0f^QbEyX;UfMNBkiB40w8iHds9pSnq%lX zr3M#XA_!a%52loJ+RO3EVIk=C0`^>N$OD*`Y`w4FAJP>Ix%Yn#&ib-gg%@7iK}u27qYIKepNB`^`ZpE z3)GBYgtwrMcaH|judWBb0KNLbs%I_|>K;u9;$ZkxxkGVZEE_-zNtsSs$EL>6Le1cn zS_{skwoXH$F1-J2+U_H;_8x(LJ?2AD03+z~&(TDNWHi^u9YCQ3z4UMsLj45Uxs;bk zVupTy(1kWFr{4NDx+$WjRXZVJ;KjZU3YZ7+e{>vY$Kd$*4#w=5#r-zAnif?7nkBKS z>gSx;oXds01(d(}d^M1Od*llhn{5#}EB-+D?HN*@mnpng(sUQ#0mPzt(on2IrJSd&$Lq2}13Ygl64C$V z%etk`vCe@3q@X;o%&t2W^r{rCx@>sW>A_J>;R69~97AAWCsuj0 zpf`*4Ij07xFpfL9c79nvr}yY$<3t+&n=SDOI~Ui=$NDQNF$LPF-K=*Di0ucM80aZ$ zDfkB;wFZ<~T-XUe(AlS-HCbuXqs!pA+NuOlR0Um-5E(HZe+O?lf6cgiH8)mB82C>5 zTmKOy*Ca@yNirZy;?K=s_y!gA&NI*8%+{776?+{kSnKmqC% z@_&zT#miGha3cY+pt(iur5L7{QJ!BzRpbFmV~as=Q2vNQmDHC78EJ#An#a7*qj!^+ z4?uTuO3VK0`N&-n>XGF%(TuYMUU{~~%G&^`F?+J(h5p(#^EF?QsnG)hB2e4f)-8;% zX0s2clyjAXi;Jk!!FeAg^d!3k1AE(Kf@@-k+2{py(=uD78VToH8CTTGw@3XW3mXTbN$eU?OozP4O6*XI; zsn{{ilb1ZwrM!q90mA=7u|(V7|JZfi>ZLa-k~f-tTXRi3?trZ=(zwNDG21@dDzM!z1{cHDY3b>I1uyB|4;KA!+10M5xyI&->F~M47y_ zwHitP^EGRsX5?z6T@m9}sG_OQKM#T*WU?hdYp05-poB@&!(wwcf!v9pb|l0xg)vzu z2M=eFMtV9R`s-d*P+{$4uCsJ}8V!vE(kkT*c2&|fyVlK(Dwg)K>%Jzd8i6B^9v7AE_#6!!g03?5sQqPjusq*(&DX zzOGb{Bvg9UtJNjyBlK-vr;`03aEZnQ(Nb3HvX7`g=q9JluvRlg_lyxTo zS|nddxr?{la~T=(ic!r};ULcLs`7-owmANOwXRo_G?cW;-Ww`=Iv<6&kkA!zNdHfF zmG3pa#y2&9;>~`;xBruUl$?-vFl9HSkwIk*K&P~4bZn7Hwj9(D;PrH8hRIF$jW>#d z;jiB;;-<#)vGfHPz8j`e zt!yLOY)`W+C<8BPa4lQlzfKRe5#=c~7LICi#GOgG9bid>%evRudgQvW;*n7B3Z6L@ zea#~n9S69{UBMF#wug7#PoocoNs}Z|$*8_ zB)ecvD+No8pU{X9woho+Dg)wY=Is9P)y0mc$U)7_3GeZD9__B04+IV685Z)HfD;z^ z8x3nK_wDThmsKVmoZ3Iu)S=_yL2`46`ZbRZ)Kgp`}jHugP>x+3QGPk27ObtxG zwuSMysE-%}F76ZWWZh(}L47KZN@dmybL)Mt1}ri-5YdlgEHaBzKnYuIUG`LOdZH@m zI#K>E$I;of=;o33a*e^qT(c~|GelnSRl!dePN`!aO}%b&k!x^)X^{TZw?L|do6EF1 z83Gu%M|WlC#MFLCusL!RGi3oIaXoD-@_S*%c-6p)F{PA4^ z2kkYU_8#TcX4vhy|24Dr1GGD_=^b_?CEf9e{FMqL_u+W`k5Vb}e!TRJGz7OHUiFUB zviR9@6_fdg*?&b_3_mgAy4F&=?C~qG0j`lveQy+S6ARXOp0dq# z`q}i`qiv!2an(S3eyoV&c*8t+4}nt_tY-v$AgLU?kF!p(zEGdm(?(P}Oh^GRhfO-y zda|}ibuii~caA=QHjvzU1Oq1`^Lf#E4=DMpv#kKb9FwRpfapMUcGAYh$nQwTbjlm( z1Az&`bL&u>Em`*~NZXMZnC>CfhEqH33qHf|xb_=zVU&ddMeb;rk(3E>88mu>oC~dU z@4J9;K!hGq$d|3qpML`PKe)M zK0$!|5G&g%vVEe9R`Aj7Sj^MhBw2aG-}aTeGH8!UCZ~v9ReQ9@p#tDm^uBg{4|f%- z0Jrsz^6zN+aJlfx3b_y0t=~k&Ps5o7hhn{BK=1A&I@h9cN6NgD+(^WnjA(>aoU~LQQbBkTQ!D z^OB;)qd?b~J%uvde<2FU7vVZZvV}J38fSR$I!sVU$=OqP{|H_(xxFYp&txiAzEExw^BQzZpT;0CvR3~u4h%A<>UJ=I*Al;Cf}tjXL`?QU-o|$ zj~REKPYpnOx!Pxw+Gc&O=I5+FjhJ>i_~#SILxBwFF&uv}dJDN@>h6iO37@m8qE*FC zV`oaen(40B=E{ISaN6W^iUNsig;FJP?0-IErc(*OXJ9}YhZe?NBHsd84m74fsQ^!G zI5KbzeDVL|?_mnJ3EA0W&PLweaE03_#~=i8z*PMO(OX_Yq0oQpLjwZ?1=x4Mznhy9 zfk5yy3wIBc5ZGhgwl1!&K8*^jwiUikPD)b8HUz`i3DI{F@QJ@D0_i-ghYyR~!kqIZ zC~ejgbZTm2zDb)ee4gnM%II9A{IyMXSB{SVNnwklFJ3RdSmkqPV zt{xtjr>DXm2dQv_k$?bgU_R1Zu7k!7$AP7x|1Y_hjn8MLK7HEx{awx0)>c9ut7ZjEeXATeF7Y#>Iuj3^z^K%s(NZw90?2{d=|V^h7&uqy4nfA*0I(q zl9G}*#I*mDbjcYV5wRu+rl*&N$SF6oLBhhr%b@5+&7T4{o1=)iN{7vnK@5rr@T5PE ze%9)bkB`B~SU)FHzeGi$(cWDhQ44-D1=tBABcpHMz6r(v01sV=jEsz+u&`}MvSbxl zElZ@twy2;0IH&dJ&!2FEJ`~(I3ZQpgTD7et3~IG1#>U2+R@!cWBLo003WmVzJq`_^ zF`G)t$~tg2clYUXxiaJm_RYe=!vD_H*f<7x;l@z`61?xUePo^`0B^b|1CD)3<*NIA z`@dya&SF4HHB7@;0lPW(Z2E^22_WTWkbB$SJj`56Vj&Z&ZWrW|5)om~J zJN3~iH7pF5iA7LwC-+slGtAxE8Z^h7g^In^2jNz|f1jgN`ApFY8&6JJ5w1R72yq6C zGZGFwYGO132B07Sw@E?q^fcf_RBUJly!2>PV!)B$1k>y>c^lwa+)8Mb=AvlaJ|t)e z`fozpBTRGvUO*Xoq8aa;kXtf=Uv?1}gRxE!-djVfTLrubMItMGafb-L;RHMQ2fF|F zAT+!#GJh^Bg=gpB8$V#df5Joq^o1l7SX@2vQbK@_p*)^QT(nSPxUBh~Bu4&rk^i9* z6N1P`;+Nb#-x@*YjHK>#bQ-2#T|LMg7aAJszq9}Ud$T;;aB-Frp@5sRX(#t)>nq=& zuFwAUd$Tr?X&OVJ<2}5x7oB67?Vg>NY?LHH`f&O_Qqc(UuQq?p31%WwxfCiFq`u2j zd%BjJj8JZRLmHDtDhiLZ8;yrdf>bED@L{?#kz6>Ix<9F{O>H7vYg=O2X z55)#QLZ)uRS2JGA9;4LReR*Ffu^7?N@gy>@U}zYXBxAvkXc#2-&M+mz|NPOg_E;o> zH%>)cp?+qR2%h-;_t^wA(jGR!Y{`>{NCR?q9PhI2~Z!~Q@NqPDCAvT@g zPcuC`z4-g3(cL&>&@=G2>(>o5`r+nLpx!#uNf#ndqx)tMPcfL!ao)f_HxrEdHvG#O zCP6IZq${^DWF9=kK|lGK51m=&mt@GvGtd{)EXfmD(Qo_Xb^F|5LXAir^gQ_<$w|*7 z&M->xF{q!64fiP$CRQ4(lb^e=9*}&&J^M%Vxum=hx0|_gx@xrn|I6qY>BeI(uFD_> zf{yn{T4H==^Voe42n~kAzuachJTx`j1`Rys*8hC!&xc5R^je!JjePo4ZdAkFtZIf1 zWI(Tjp_A=o2=1^#r*6o!=s8qx)@)Zh48OC(9}v2FwfE2_P6QF+M$}dUGj~Wpq&hs( z778ZuZs+@MR;Bh%E$tnfj4=PH9c!&yIKx@X4(NIgKgt$dzC?BuRNi zL{JwA6|YqDy;ZNam|!NL#XxtKBB8=S-uX-HqM9OyI`mFAG&Gd2Z>k%Yd9~NcQVC#T zOk&8={KsdCWal}}w9F1B@M6yd){xzKsV@a(oj*#c!_~e(w?KOkz@W>dY zZnIy1~nW8SPQB4Ii-Z5PBVyJZH6RZcZcenTzH9(Zu5N>dv`as_2WA*6iM(`EPsg52JDmo0Ame~#KS+)xx z$}^83LZ&;+=*%xZ7LYr$It4HzXM4^^qX#rykO=1BI?nQ7gQv1Yn!hu0bHIylFvW%(`nZ0jk>Odf-561*2Aj8dwz{5}QmCE{qtyxW2#sL+{NA`{wG zK%|KtQgXt83J|hFW~W9`0z@*nDJoHS75d?_ZDWo46b<6uLb599kGIx6Qgu6QzjwT!GRsn4FX2mui*GOgV2PjVzd&*sorwQtqMIz`KLNiq0?1(o7 zJ9_HH(A%;W=$c7&_Bp(b8~%86F;63O;34PlXyL&UbTDkuv1VzhBv|M61ACZOkD+VF zmi4{oP-`xwG2DS^0u;t%$%>>#0?17wi6fag2hU`C2tE@7u`f7UT*gX~_Q$hQx>BMg zrG$quWQCM4V#&p!k@AKc(DpoO!Vc$qLI0KztBqA6_|a&F>~%U+->faap2K(vV|{Z@ zCSZmH`WA3FDNjNr7C=C{-o{?&vld|_x-${9J!F~jBS!p48QDwVl6J_Q$s$TXLoMbK z(nah5(^IqiAM&nm*B&3Pz-8@U9U?17`^XA%v^%r%{ztTBhOcI4kKTMmP9qB=EO!%u zz-q=j9H3GLZ?r%_aj#X`k2g=W+M-XDfd1miR=jwhBCIZlq-*=WZ}2&|Tn?O#-9=0B zD(C687{86@5P*xZVIR~RP_nG+I@#d&42;j?J-UU`ccjG!X@w35vOkP~x`3w{mLRTo zZN#zhAP{mFWN-VF>AuO!%YOB0hWJN97HacK{5hk!q{Z7~-WfjYt)soj;ewI)+>3e| z#JVF@zHr%_9ywTRPr4%hGubS3i>>%$Rn(*Qlvr{sXUV&Cc#(WC&18DDW4w<1Yxd`{ zd0*4vC`e{LrpIKQ2mnPE z(rmLBF~#TjZd}1wLWCuk0t+sl>Dfw`J`&wmC8*`{`#b2&!FW7`i=r&9yR7_Jc%IA> z!6Z!C@h>b5=AK%jR<3B=k-R0 zqg5O4nj^4R29&x%p{x*eK}sk7Sd%6087jBkvJFVXLj2n%U`zKjCBFm~gX-Rch#%smRhKpmfXF8cd1uy-`|W<(FXjd6UyriZayR)doSDn6tHFK^CbP64ne(D znJd5c#zQvJjb}R2aOqsTG_(x*_rD)lR!<+S;rmU#=~da}l7AgT{9IsD;5~6Va!ZFC zV=R?g!@=tYs4@no@q?e&R%-T_DGfcp#~=qkLJ4V!gr;JF!7*z#$GJIDKoinBJi+zy zBd)_p*8FYr_Kjzx53KXc>*owk&H>wRrB?lU8fIo@Hb8JKwdw_}uIJ5KZLze`f##4F zop%i;?QPEOYQln-&Hhpd-tSIc??D|R8%`K7ae*qy9|(!ewM9PDmgjic%<+KHrDC@! zAXt54PmE1UZr!2lX1S~-wnL$sdNnAtj?7asW&Ohwt~)X<@}a>3UX`4}?6U@``M>`r zcrA}hoKB2XDma;|=ch|SN*~GT^AjUEl?NM!qzIGDgE?k9v6(yt!e`tV9Z`Ah$}4C8 z`m_IxM-fBPe@3(a>sAreAp8p@Kz>idzf1z;&xP6WLy41E4#MMQPTOg;>x2Bi#O%L zh`vx8Itw54;SJUJdTVGXZu@9xl$p22!%geuvFc&r)Ulov{+VBnazr;eO!~LWiMm6Q zMy_eF5TN}ncYcpN7fn8r#S%8#pcu{E zIw8wKGNu-GzIQ(hEIxCVO32@7qNBsY(-E8 zV+g9BoY!&4rRtsuH7Y8t#MN{@M^2v-iXG!M$7Yt%V?iCX)e$abaEhL0`n_f7=k`Sm)blpKOn}EXoRvNZI>l zp4{GA>6JLN}UMf@u#0QtLD(BCIN z!u8LXfR}PD{g8>Q;S}5AamSznTbk?sQu$!I!ilAwnM?OYRg19^3dR%lB7L&fCkEDS zH{-{ZJ>D-?e&x9b86D1Rm5;g)_bQ7Y_NgiR&WMZ;d9PG6crWr?KRFlrId)Pi<&#t= zrPX%LbJTqU6{miEH5Uh2KRi_1Bv*=MLkA;cRz4MFWb`ubn05vU4Lo zHkconBBb~7FiZLp$H-5h%jMB3P>`P>0SG8@pQEC?{|O1eKW4$N$>t)9R*A8_oWbE{ z<(e~1^2c_~1~3H3?~CQ*esIa^`h-8Gebv%C>`p!*A)V^|2t4Z4OO&>f3=Ble!Gzis z#OWx@mk{9|p13K$A|Hx}O1hSQ|K}4FDhh`7^{H6tolEA9heY~9sIvp3{Fe|1rTG9g zA9}_S!E0eUzfion>mM(@N_DQsrrhx3J=Sp$LJk5murStzY$Z*7eP$C3jr)C9&D*j_ z@N9EBP3Gvjx9@*kkrKYKyYWi=IuFmYn3v^9pG#F9@;(;6On9*4Ih>XFf2miJ3@40yU zOf2lBha?JUS$}!O*UHDo$JW+%x-Ajpy=muHI&4>MVXPpwkI-qmp_W3x@a{QH#TfJu zlGVA+y1ZW0LfFHb`+)_pDmEti?m3EMB&+cIW=k>EC=hG*0$KDy>FR#vh9K#XsXw#NeOO?Ekt|1WuTLr35Gb|G!WI#EKT3f7tqVNA53k~2y?qd_j+!=wC$ejyF6}9c?V2w=*?3&mD}u>KIb)65 z(H%VV>%V>H%9xJ+4KUX}#xG4S3Bm3 z-(jRItrRLd@!Qvd~ReDyVmDnvmWc<+lXY>Q4_@(uP`vM~~YBWW3+mBB5a z!x{18ZWNS*0G9LkQT`eV%Rzna4=iU`N9)ILEC=uY_Daj~O4UMPt>GU&8R}E-6fdnY zxf^NyI5WiSdk;&0i1*#s4K4uq#iaHG13;j9ZPkKLxG41Nw61Lt0AzRY0={-s(qxRC zM@2r*?_Rt266|v%FyG_SyRZ7OI+k5nrXma0KA@S+S)`?^L{X>S23JS_@4uaBVxo)_ z6W!{Ukk)OKq5ONIejCj686*EJ33z2%Ap3HO z(~nOY`I>+iz|GNbSLZlwUU}f$gN=nkyOBTOZZN4_8Pf7kw8h!t`Xw-8hb)pto!dDf z-0V&;r`wV&)pqF@6%!h@8b$!`p;}9B5A7o+smd^Lwap@wl<_aU`fTQE*D3uSt8GJ> z>DA4Z(O714u%Ep;wetJ(@~pkQgr_$`_%c76z3^X3)4S^ylA1?Jj&xo)bMYg$1^xMI zC+TohXnuaw2*RTrCl+0hhzX`<2Sx?@IUFr1iUvTT9ocN_+U8=z$e9kvd2f}YR7eAN zr>L{HMS!TY2Jx>t9lSG4l@=#YRO9xafE6hbE*g#z@u;5Oh%3ce;7rX&IRR<#do$9I zDsBkzeuO!{>SC?Z;3!SXw#x5e!aM}ySOSc%B8p7Ovas=;QlG$dba}LErhots9R`O$%RC2x@stz7!Q{&S_UhA5P0JcPwy+vrG{6yZNwv z`KB-ZhFXh($LQwr_#>?|XU-s#=3a_CMOr;@f>md#rlW*<<-gR?uP3Ng1tv90Xtv@n zXPAm$pk38^`@cqO|L9fjnK;XFPbK3TSj1K;EKL&|34ET|^_+L$fap?Y3J`G%o8zo% z+>j1>nqrtDM_G`a@uHqR*o^!q^5AQQ&F)o~Ix*Vj2QG27Lr z35L21qBF`0;&MS+$uar0$~2J|t4oh!w>p@mqw0vrVoJ4Q#Gk=TTV8B~*(w3Y>CXFgj)u zc||B2fXtzz!T^K3BRdgtzVBdRpix$SfRib;ilc;m+jYboA6M=5Xkcn z2+0}LU{FHcTomd_euBSq$~i)37%)|%`oUNDw`K*ADhNlGQAs*{*N;Na{Ui)?sWs8S zhw>lNvQB)0COlLxPy%^T&Oi>v>=Q(re8wS(Yy1Vp`B_+SJdFL?DC6X`ezF`2PEsq~ zP0fc^k$NF%13!>Rb7fLr+CNlPGbG`kFmPWsI*_KaN z=P`ZJH041va~E+}$WQHsU%RAwenlj2XFGuqBGb#q`hYW*;4UdcIS@>cJfIr>9NA5C zSU^tS-|W}Q&#MG(N!70_6;tt>3xgiDOQMiXU(@G=&nR)`RH^P8ArHTqVO!FkeYF;_ z%8wvH&h6W`Wmyb{q(y{McU&}vE^w{SF^UG`pi#H@k|d`kM!|KkpNOUMMUX()3%5;0uxML%svgq1JY)XAc)T|t?Af0}X;wh&_XsBw3Ia21$WUuMs1p!lHLSiq)YmatSru^ztw50vkD zj5<1yB#lYosR*<*P84O5F9?lPb-WocL=VX9EBqt!>U*3v;Czgzv#sqSMB2ySJNwN!0?^z5S;y$CXJ!M zI2_o!RvDy47Z4yL@0-veetZBCEYGI!vxPN#)`$1xWXO_}lLePbdkwv37T_)6U!SkW z2u?m|;ip0jr6)ot4YeT+y;C!t$FDEf#5eoYVyv=hipuP-}1%T_|2+rK;RzrlZhjnw?#GTBXBZEned;tZqEghu2*#WE(0a4yAh!b#8#2EuUV zey8{A<87`ol9b!V9aZJ16f9fAE5+?xC6<{VNhcW0o7U!SHqOy{3vPQj z?Gpu=2Sa(NiZ4Kas|D5^!_uzsd=B#5Z>NzV#f4<@)aU!#z(j@$5yuWbKWNw3c^X+9 zzgfLnTX0QKA~K1Ns;X70h4FFbFj}U8ww^+QqnN0uFS}2E=#B4b&Xh0wGIC8eZ8I3l$`lH$CF-3Q3X13;1e*SFtcdVj6r;y;X~ zddf|K;wB?lUa(ECb9j{rIv>c79n zspmQ2)I*`FKRES|hL!aH3r_u_?1jBEG-+DKXe%$9@rXN-X42bZd6+s zgMSl)Wl>}@R0J=aIVa^dV&vDhEwIt$?u=wMhG{cSNj9vTtEq`=M zc(M)Ko=gG@^%eq6RRoUz@j-ul?g+pl1@x~0zdy&P%Azf z+J+zy?xZt|CjPCS$T9{o=9A#&^ru+ze{?K4a)wcBbszntQ&f&5n2cIP%rqmY@qqWZ zP0*&oPkDDyLa*sPa5lWEm0snC#2iv}&AED2*Gv=RPvu=;bHq6rlzgh3!a~Z3rrp(| zYnY}*?`vwt7U})4SMq?gVNsbel@)S^32s*8#0p9D{r zvwVNwd^lg()?shoJiT;-p0i>+OH04mj-r1o2wg`+kW84HqC2|&W7~42y=-M1ei+Kt zM%8$#^*dawdw$`}-4WH>5(OM8*fS?0--|&nVJeeX6Y(~(@2Rh9j~<2kQSd{__A~`z zbyPZ8$6Sz;bMf-D7nEc&@>y$Ac`gU}cSdb3(wd?NGN8Z}WB|_^9_;HQKYO;@Xvy37 z6Q{+wskR!HAbwbip88bWw5pdXbln$^zV#9>ZI&-mr4;B~(t;dDP?C%*3Cy^woSaJl z&VF|kBqSu%93!qa9CtUnT2b7Cyte!D`TfgCfBhjj)(s4p^Zl!tkdA2Y=k5LBrE?K? zrSp2H!#ii5;&{OwFoMRKgLTC?`Ct=mdwVXovaBqO#<%#CT(KZ4Pg|S zEAIRa-H1(wV}TdNj_#YlP51Qj zy2(OD&}cteDchv3uW!4xoR^gqNaO)Ix4^EOhj9hw4Lb?m7+951(n>|k?r}a`CG6co zK(cMfZrN+3C&K;Xu{BOf{=jVDFW8C`cW`LfFRSO`RH){joByh5c~|=K@Km_2HIyfa zPD!C5XoOk^Y?r&>%3?W_7Rc*vZGE|4HNSsrVKC-#K2&J)g+yNkY{rid$03gyTv_x3JJYTuv9NGuf2B6#=~M6hEjtH?6=38)e#{P6Bk5zzAAAQI9#Pn@mtxcOd> zO=*OeNR~~H-zrFb+TY;%bhR!3^F|a+nOQTD*HcG7za!-6SB7D=S2ZL;wCgO8VeW>c zlHQy1n@P0?7GTQ4))L~>8Z0zIAZwfV*5X5xcd zjTLT`WB9ZsJnG-XRMuN9Mo+}y+-|-X@H2?xnEO=B^fPo(BX{d zjSEWP5r|R{%&K3uxEaoU@x2nG<3oQ=qFkn>ot6MRvL<-8SC+QQj#cHiL~BNh%lK91|@5a(`F6XQEeLAYF`Z~t8&$%3y4 z@&k>DdsUnJ&Xojq3QjT{tbv2IFhwlezba8*yLmW>UFp&JUwv!-rD{_{NH8MtWwZ*u z6~a`ed0R7Y@jxqonLyz4dcS)pKC1wyqhfp-mlj;-T1VE`X+%BW>ioRe+wiCls`BOM ztd5L~+$x026ul-;6>kPOxeG%jGf@=&imM^ywJBw?<#{TyM}y@ zU*vgZj<>_(F-|RaE%qqc!pPKz@5y^{7 zEbY#2rs((mLPn32sIqMaS`)4A%XxTg!#@7VC&{T0?;|FD`EvN_0Q$R|h?nopn{7r% z>q)QDy{w^b30z!O4}$c$P}}eW#BL$c-4O&sX9*Uv30%jDgvxQ0Z+&vfzpLdcdbfmq z&&R~X1Wtw8<0J3A$fr+-A&V$PTPwgZL4a7j@koG|w`apIRUDyje7nBxTzTH@j+WLd ztD_ckUV=tGnkXHFcIPyxb6c~_Xhw1cd_1Gtym3D>T7d}9&tdA;?oC7$lWU%!m7noD zmm$YTHNN{lr>5jt;^B557z&i?Z=pcX9=NDijA|l(>_Ck;*!MbjCf*-9{v4s<7BVW( zEYKG+uJix)O?MAB?#UB4r$d0?30}raXl`u{S?jw1Ljy%Wd%rA?*T$G=LkeWyP+@rm z1s>l`Y-fv4#6H+KUt1;UqS@o)WA#Vh*DD3z%>m)uTM`Wm#a({hf|YQFjO=w>K0p%J z#yq88^*)hfi<1Z1WcHnlvk6eb=hn@eS+(w40Wf+Pj_SIZ7b#>Ln2hoN%xx11@ci0 zoyfbqyf&JO_?s_L_mV=PqL5Y33#fjhqFfTqARcX^&5)oBvjZh4XTOT<*QM$OiLOkPvu^rx69r2=mzWeC*K0h;INyu#j$1(d&Jhk28BQe{g!Qw z+>0E^`dsDHRqXLBHrCdDP{I%JizGv@Ip8M6 zD7_kn8iSCznO@YBk$X2seW`FK)0an-duG5my4BM@%mdL7NSyv}9|Gubb?f9_v*ixn79xH>Wr@zTph=MbS`8+WB3jLo`BoYG|CTe<- z>6`ieKWW6MLf;rv30%7d!4>b@&$~C4N4?=bRkq9l1l!^2I?NO+o+${32{n*J+&TIs z-e?koE`ST~pbH=kD$HVN$YOS1y%VKb=K7+}(Cha-Y2$81?{)ECZPjD$evk?595k%x z(WTW)yT+h8#HIyIsin~>WP9yL^YPA)nAzD`SlsU(<)iLfKt9|`j}>}J60j{7;R2YI z)g^^^sM&Z9foYx&_CooXmkmHdeG%;8tX@x7W0??X=)$+@Xa&zDnlPL?iC4UtLcY4Z z7B`*T-Cuc`#H@Wg@Y(%vUofVy+B5EY&Nm5Du@|b&(;s}bI4!k=)9m2}1qv(x3@bT3 z-QJ05|9fMY_|eV}=nKm11=~T$dyC_2vC=C@3$TW=g26Z@pcnl*IJjMaSrUaLyV%ry zG#6d@+E^#B>@{OxN@h6o45PiypP%5KQhNNYbo~!jCHzrU5>LPFZ%@0-d>{MJ_KQ-V z`P?t2{#+eS{Xm`t$rKlx*;aE=+=}9KpL?eWT$9niJWPmJ=x(CD=Jx)TjeAaOdqQVg zg!eDLnT{$MEQ(O|!B*-P=TJ_^1;jr!pyNWwLmClEAx~T!;NQhROb8!z@Vu3iQ{kPl^f)-t@-BHVymh6Rrw4eBy^J>D)#4Mun4P#+|zO zJyzPzkP$e$W&fy7>uQ{goyR(7(EU=@Ub3Ka@=a)RB^KtqS##5mW=abSw};5RZ^T(Y zJLq;(u||3oUFOyI-{^ETOvbih=o_F1p1joXCWNYz1#_Mu=Hc^CXTd0Moz=zBNO;Qr z^g3>hEr{(YW5Mz)ki$9Lhe?Urro zLhjKVTN2(7$VJvNM2z&H{J+IoC;wF*3klz;2N#`RTfZ!_wMw#lw)c}$=YwQHw2-~X zn zHuX1c9p=9-G}q{}3wl<(tf8)6I{JDvpR?kE$y3Lw*OHjVbvgvL6RKrr z3*-9-9U_{C&e8(-ts1-aK}7C$Pes5}Ev|9ibjYXF*D)Ti?XP|FPObMU~9 zQ^l+w;_9PuDWtS&IJvC_vg4~FN(P$?m%R^PB1fr}6K#Q$^ONqUAmzngyU|e(Wby|4 zKF`U{&hGf=@ODIKsZH>G%vkneA*_nxG?CdkTb#D-87b&i|3y|RM7FPO=GHRK% zAzxP*lRl4VKg!prE%=sNHDrk7`x#hN>#yw|K#<-W^q0CeV1|d_94cCxh&xSwM2-(S zk2e+uSKuB4loo(Y9M)S9(1*SIDl^l6PZ%o4!EvRbrIo-k_w(mtkc*702ePpz8TsAs zWi{Ko`KL47|MCxK_>QTmS_N4|6Qlq+gcK&DRomkL6KAAsvq8Pt&c?>)Q1SUn&5kML zF?skh9I*$mAQ~W-*x-kgBuDrJuBS1ly|wa%^uZ+o-1b#&?n7&8Dyp3o zuz{;ws@oMiR z#s}bTL6Vt=EUl2>Bmff^vP2(3TnP>}XAciJQ9Ko$zr24*ACJGd~cY?1|^wF3+5(DbM-?jL!Z7{~hfk?Eni@e(a1=J!0| z!PxG$K%mHQYr&$~82ITy`f)6CGc(&pabW$dZEv$F#6Qjt3=E8ojfMEaG+fwTf~?=6 zCL6s%@hng;7<_YxE!cCK?nN-4)VC)mO(RwcKJWzU#nng5|_fOPLfFHE5o}6Y*ocE z_e+=(FF5yq{kj9;Jz{F!7ez&J=>|~5(3Hx3cirOhI=fauavLn?K{(o>hym(Odn6qq z^7wA^moHIXdpFV`o6)lx$Ssnr)S;9iHkzW}o&B>j;~1WcWvMW(4}^`#&&Su5#6b^O zNEv!Xam(3MES%I%iMeazj1?&f6FwJ-Br~f$RfO#-jURc>m5b0##^#~+;VD$| z0CN!XA+ac2CP!@@94xGZy@f)-=nT>O&Li)g9u=n`W5j?VDKcthlh^Zb*D>SV^zga8 zgWEFMEx0b|bGb7kNhvLKYW}H%KC>ZoB%YmZxoYy)F6aH{3^?iFqr52}n+NX@g?6n? z%IX$;g7pCd2KBI2e6L=;n&G`HRH3g_TXh=BjDRYF6dk30hhE+H(v_w zcBJl>*B-us;@)87MMg$)aB{w^q$DTb+1uM%8L!nUG=xO+cOey%Vc{!Iwg0@q4%gWm zI*lkOJ1Hd6BA>61+;8p6#eP1b_|9R)Tx*NRLEwe(wfqoYslAf3*RGXwuxa4(|9ISh zjW}=4>|>7mqYrT3S#P40FEF(%!cm#Q$QAWa0xPV(MdgB#Z+}JlqIvan?6)RooIw4d zxg^sxYF2C8G~9dG1g;dA7xcptlId3*4aRl9^R#L1e9_g^? z4Ad9e7zof8dSvf-R|_Y+q@2XhuZQ|7vSgiD{fY0DvSQYALg!6vZ}Z1m3e*l%*e`q_FZaa3DUP4{Yl28cTUv+Lug-8cZy;v z{O}qPiC8uPxx?27Q`YmP%`ARki%mXEI4u{=F;v`iLFz9t3Isq3pIg)yb<62n`!m?7 z+)TLm*pwcy-Qu9)DTWUw;r0Gusr*MnCG#SC#Ohk2jI!UY$-$|q2hGY7&Sl-&If2sw zAdF7*kj8`#2m=-x!-UTw)y1~YGS2)~J!WJTdpk~R@7LrD1Z-U&#)3(M{3WKspoSB! zS;*w$^YIL;DC=5&3?1c-D0V8IEYIt0A#F!7O-zZ0Zw)Y>p$s$q$uabn=4kY4L!e5H!xZJ{ZtDuRumo?D2r>9sz-?Kf14)+V`75`m#|A64$is^TfQ=`P^;m zS4l&j*cdPqfvHkdT+D6uQq-x&_xSWxP2F7W%Zb)MKR*FDvrSF;I=}1e9ViC`B@*7% zzp!)GFfuAs&DFiTYttAHf<@?W`Z9Ox?PWg&F+w$vza)qF5x}cGkdLI{Socso;JqTAK z;*Jw_aG-)hhPwA*gtP;4H)yABzUnPA>54x2XpsI;oC!BJ!PhACY9&M~IWFMWPF9P2 z6}3hAv+%|+S<<+B?qy#5RdF=kPY81#>7UKEgw=Gfu(n}?fPFf=@jC%E@5k32CbF{F z3h_XwKtZ42f#sgwh8WT5x?2SRI2u9T3~)5ydJe6KhgjbCKof0u_jl#x9`K-=sw#lR zh851J=uo!xu#A)DrFZ4*)tP0azQ zx+Kfo4OkYOSORt_PCqJg^#M-LL7`G8EeZ9G0Bnatt0O~PS!cgczj|jf0=Vmpcv8%9 z$!%w&fB5cgw6?WfzIgFHP$6&`e7Nn;dAT1#WF26AJ8`&u*r?Hj)8O@+H`hH^jmK+z*{M0mcz!%yADeS_o9np%s}S zG7le}g@pwI01}vCw&0(#-b$8GHc*KF03-o`lTot(xH*(?jbHBhhMushTXJe903DaR zOI7F2qn<}v*U zzZ?L$U-WRJmkMRj9+&TBMAukzjDtS*QYUOzH5Db^uP|{W9>Vva=3{cCf zJw5~?Q&A{r$PZ3Qk(Cd>8t|`x{kr(AEW-JQ-rJvbFyi5D|BNTTNmEb0)$n``{HqC1oRqwL4J&p>hjeZh z_3^K>o@mkA+DDDVSzUMds&wCttc}^N-h-1xrQn+<)kU(0UR#UQl$0Kadz)dz3=s99 zYvi6!d%WrF1}iLuL9N0ILLp|RrdY^P-{4>Z%TQMr;t1*jRwe`~@`3F_GaV<;vm8KO zuI|nHqe8=3wh_8Pp~ycoGh;>txg=^;=#*0h0UT8Z3?iNdm_oP&R1!{-@#esp7+x@> zD(HO`*Z7C%dFobHauwG197WNZy*b9qmB|CAZaztw_goS1TBNQok zH&EQ3dS$#ynd)5Nlyxgv5+1}?-3s(cvDSJNuc+V;L6l?t*Dr`a9RGakFjnJB+xQl? zCn;7DENCX_P;kpYFK*9vpNDi|;9TiiJAH3Ju;;m8je0DP%=PCFLPZv57Z+$J`kWB2 z*(ZW{78J0O_4SfnLeCKQ2seR?KYd9;-t9gmZHA|#?Nf`bI@zoeRft++0;<3 zPWS4^^APcjx;Dm5Xgk5bHcN_z#)yXE)Yk<7Pm4tXoSUaL169Z|BDR^@SGtD8fL6R^ z82(Ip*j@7JlaRtXiD81ik&5T~DY})u-osyBfB2@YldD^EZhM^q2lv`_R_8Ly819Qy ztr|DO6FG#+pA5y`Y)vfLGKgczRlf||`}@zITX2DgkeWBR`G-n;3Fs}*0NeBZHn8=< zA1J-3)%PQR0HG)@-{OvCX@zsKe{}Q^B8%X9c7i?k^zmc4_$lCmh=CqL$HYO!L`OZw zN6Q_IZmc|l73%S-HSv;HAR{-ya{=S4Nr0X{amH^ZGRxfC9=BLq3&+M^oGem#qsgfk zI(7Nt``m&KE&(0;7vP=UEFh1dC^>f-yVDktck|N3Ph$LXGZy@jYHcQ1lQod{4$!#^ z3h}#*5^BQ9!Isvz(E$PO)Hz2>*L3th_;jSY>*@Ap7G+5#RuXKlli}b9^bhFvHuVob z@;$ER=FTzR!IO0^R{YrGEbsOvHNcj&;zBvWATzhFwMpBfTdb(VA)5aB&3KkFq;C?y z@>eua(yPrj7ds7`<nD0>%ds6mfx?zKV9cyE; zSyi${NnG)Y`zcHe{Lq+Kwjs;VZ$tIE=Tt?8=gdsUnagiwGibIZYUY38_u(ect8%xq zw?~D{tjoa7fHg|_PzEgBLj>q*F!Y<1KiME$PS4=8S|3GwtpKhIfuY`uKh$r%379_f z`SWm|Z!M3a;9TvNqvQj31Ln_pMzQ(|uWps$e+w<F?4O-?x$3KVMO<;(IO!3( ze8Eq)BGf4Vy9EbPpT4{sy=BC33h?vuKfi&*&_j+>h!R53C+qohe0+Q>9Eey;NlRzI z{Z>E`0mvSk6!;GN$6UK;GflyhkN)>&o!`4s{8eXiZR?V9{~gsV{Yvuf4dw$(nzEP> z{Y1Zg&iH)N^V1I>4v;Kw2mo^T>iIkk8Y*5VT5jz=t-qWcJflA~F^Wu6x_wOcs-R%cxPAP{gtPKYElS?dn z(mo;DgpzsY{5O7>rt0`Rv!^2-UBanY-?ZtwCro4s4U~3X6((#Kkj|oF>SU4Y19vtgIk@QAVBgiNIM_ z4dqy$$0qIjJ^z#1@|sbpivor^xvA4ohzLaj4@)PxXNojtA8co5(O8TqoDk8cz80cd2Pt# z?WcG~;(#LcJh?g)LqQ^(4&ynLHu90) z{CO=iCzXT!4aWcyz?kgc4vpVBE>pGMw6=rUBW&BJvRT{*8rP3 z|4jn*bfNPP(<5E3muVGfkLQ;?b_>1}S1Q5%snPICqpr)x^k1?zgUl7{6Y|-&Oo%T_ zG|=Nn6nu5Lg7(nnDhlT(qeD0+9QkKDcw$~eGp0<3Yq62@UTg8gm$l)Iaz1BZp zXFsUXDx5`UCW>qzHsE%X_mb{JefQK9cg$NQ#yg*t$s(zP2J9yUU4j7xg;$WT)j~E*+cHPE*hc>FrNE6YajJRYpwj`XXQPUH>)y zvjs9G?5PWv=*7n_n4xv0eMW21U^_$blYtfm>`$(p!CHRa?!IJ7?+TId_4^O+xlbe0 z2EUpaJ`)y?1lBxz#%*??e&&2dI8C#2DO%?x0)Ks>5O>EmE}RWvIv0ug9{}5bf_-vj zv?i#c>~~}&u={zO{%CFI2xB|vtXpM6BtdF(^Y!YFX3w>wDJFzMV4c0{B2v=%2oZ5_ zSsk4+Y-|Fa+&}zEp*+OAT{ARWKK^wzVkG8~?&NL}AQgy&9H@v2 zeK_rpp8n@zjWZy)=eMUI>K6!@r?fT%3ZS9Wp)tnx;ViB5dgbONGntW#`khD~?KLV> zGh|!NF44L|vcS{FL_VjcDDE&B{aFxd;d6hVh;}2mgWok>VtG|Y(`h2}qUgESvu0}Y z1@>d{O`X|OH@y#qrEM2i#&Y^;rrMrLIG;65dV{?fLqp>J0QM?TH+EDNBW7Q?*c?Ij z1$1_zb0i^574aRBCQ52xtksIg=i3aTHb976lw6su(DL-{Ro~!xroBC{$Cx;t(UuVC zUrPsUBzTm5-Y{tzi&(QQb=lXCZjLu(*7} zRVuz)aoQfEV&3+XL6;a1GROG*ZMAT6&iZ~nbNpy!nCqzb-Qq0ioG@&q|*a zF%!oJ#*eBD+$&BZD(plvj@ai4KrvIS_EnJ3w6!NHsyQiN0RV}Ls!v^SxZF(vog%X`P|- z6{qoR^Kwnj->jQbN3G_Y;)0gwn6qhW+JfI1y3`H6U@7e`k2Yi)*HaOj+#&g;bwxw` zm?I+UB|VOHN2&$J=L>rRj~-u6;*v#5*u@cM#?0KjwhP9X@;7+VoTugA)l$#Dl=z#U>-morypK|D0Tccbi5{zD{ zP21gP&+_oV=2$;F_xZ^u4wFwtFDN%g@&A_F`U z)h-Ry_xTa-JcP$+Z>c;OL0g`VdZf&3LG@~@=fd0u^?MVhs=ZekRJvw}N7~Jo`l*55 zUZ*iJP8rq8MTP#S%|XR5d7lT8_3eGRCSO1x)U-e^W)AKAK9dK}%sBQpM_(=dbhIq| zQnkX9XL&AUs;#*^Zmm~+D-0pP6M+S#af3Q&%OENM3`eFX-@P<>6u)Ry{(oehbySr> z*Y-h>Zb=c4?odKny1Nb_-6`F1Km??_8>G9t1*Ah7r9)B>X~A!fKF|Ao>;3+5EnTj2 z?lUv@%-+}jU3<1{`(6jE-{m@AT%El5So-s~*Z!=vOjV2C#dN{nU#OI)!loPPFa8!QBvYYE#XtdC1)23XP*npNlC+c*6FyqHJh;ktY&#)4TgkBP|I*J+7Q9>HY>u}FapyUaV@tZr9&w$9*KQ<@_e)yH&K))fZ1gYGN=-Jz-VHrL zdc0z8O?xMf^q$Nd3K-~Uoh=q{aX23ztm0JUT&PtJqwXBmx&VEw2a;=W`|d610U-Ov z#l=NlQBji{T9)piXTy~)8iW)a8oIZ$1G3O!ppOIYpuk5*&bF^E(_ck#v4Ju|>KaUaelL z_lPIJl?DNZ8f}MT4Qf<~50z@r-KRzjt_wXO08QUCRVi2-b;qdkyvdafGg})~j)JjJ%1G2OH5Qq{8{rQkAv0r1LqZbs6kBxOWZuDgdcmRjdOgHq;^|j|ge0%%d_He?!1yJyY zI9Nb(AS_Py@#DwTjvKMi=MW40UI-AmU)j<4-UCe@%Ceei@7+}}G(gIO)8(K4L57Rs z_Tett{grL?@Gx#nj>xbkiK(r{pw4yUe+Vr@(~!7bOIDWmXt9|C0SP-m+x7DCfu8mv zS2B)(E8D?3Hn1$2vnbT-JsQz@O-FR`rs1v7#^D8W{S$tB#FsJ_;(Gu7SD zrmlj4Bj+4jzkG4bU({7AIv4oKC}75X?E5r*_r1M@3b`i7c~KFMfG-PtOxtOwQw6-hjM zE9(;xuv{aquSOxj7X38T*~}5zVm@Y2)_53!iFtqsB2t>X?$_!1Ugrnz#dvZbVN{ra z_haJwH-bVk zR)ah1#ujrLFY2CS#H+V;i-Wfb2NY1Q5rULAV85J)dbmy}H)2zaJlR9P2T}iX$7vBb z_q`WW`_6@PHZGVH82z9bbVf!7bDWGTKUvHWDZlG?;O5C#C@(Leg#!DS3lNyWKcK!_ z1f@kl%nn79$q#_mu*jHC@kvP1Qc_@|_n(uccfm(lSEHT^EQc4jeVXN{T`@g=4OCFZ zFxgqj@&z1W;rL;7#Ak1(mm3unfQa+A*1&Qy{>1U<)GCgW7}>Sj&nTAp51gtD!^wEL zpY}Rj@p@k)F>F_J+<3Rt7YY#mI2ki{y#EsMz)=PId$$;N`@=j$K$>ba89+N2AdqD4 zRP_8DOG!dPa_kHpr|EEy5(lP?fUeR~$2le%NWsu&P_W>m3Ob?`h%f!(hy^jPYyQTQ z@i!P8+7uL?xL{f8`o=@eHe3D=tuht~VBo^Ix~$?B{Nq9S8*UCB_R6V@JF0Dr6vh+>zsln$k^NXt3#+)H9Zu4&?Rce?Up(Na<(2 z`6(YVzqr=P^V(3@fgBfy0S#T6@70J-%y;KmlMESlCD7d^trE(w`*p zdYNuoRk`6v*3<+9JCZZ+qIEfJ4gUs>k7&ns9Ob*N`;KfD?sR?rborhLQnErJS3f*D zi7BZs$HnPzs4WV=?i*ukoyJzMtz~@ zqM~wQuRd65Znyb}lQIsTcS(WF^#~1vYi_ngt0Gqp4n64I#rO&h|5H*S`GiS%8c*Nh z#8R?Gqxml1HDR!Bk~o?{Nw2zkMr{>DP}I~cYvB5tAq^tp2YAJ~xu#%=$r=3fgsIye)F<}!;#W*-^$_A`R2Ue* zQpdK;VvB9_b}e~Q76%FNAQ6o!@Tv8{U*t@9zMewx&zu00W~hDrNM~(UjJW6Kp=DYh zw*<4PyePq28XnmI8vx%)auA3nt#yK||JD~GR5CoCG@eb3fhMI>A=p_)l45#NCLuK8 z6sRXO;Xz?SPs+@!IhwL%uv&t{0RlY@Gg3zIsI%gdJDd1S?Co8p!#wI5)jz+r$LT!| zT?emNo120Hh#O&P2(;c3mT!jocx&C?mdp1b#YUTfFfGn5h<*OWREbu3GAj@!zO&-S zIJj779^_GNjH|Qh$X(wQEEtUkFWE)3+AXjd8|8A);O~4kO7>acfx|k{^gAzNS$z)K z8r;%TKE61_LV`P4oP+~N_z&FYM-oUN8rKBA0yMP2PAG^1bInG0e4jRI0_O%|OtoH9 z<|+1b;tr&OjugMyGH0X+^GelvKzb{~^3Mc!_uN_PlMX?~jb&)}!yiVyOK? z4&Miqu)GR|RxX0QGt6Q94jX3|dl#ur1Zqz~fO~;(b>qsO=4ikjM~mjA!1An-Y+k2t)*Lx zGMN42P4qUCkT@~%dxM}x9h+Qze!1?OkW*}t@-{v_z#ktsd0ZfAzIyw4b5o+1vLxhX zN_nUAz#R3X-|n!i>Ll@-I85Ku-}yD zoM)i90F4`%zzcr=fnEvEu_Y`M$IdbVG`dnc$Ggv3|AiPOs?;>#YH)mTw!RjDqs zT`+r5+ZU^{#dS5NL-Yt+g{&Xsg{GcJ>@4OY^eN0ltb<;@`(wl)wpnQ$<;ndOAC=#z zGg!Fzno~Dizk@I1^x}zfrWrKlK&R>P&S!(=a!BEe7kyJ4AdvoEdX&Z){R^v0?;ZHn zDJ_a{b@jw0DZ}{aM7X{bKoQRzWxY9IUJ)cow#y|5k*T7S+=^W5!gpAfxW3IR4Jl4} zNjm^rQ}RAH;UKyCkj(tXkg84PGhAZ8)hu>G{_!>|xZ!|a; z+T*w}5j6JISbg(uun8Kiyl34|VH-JVa0^1muO97O>N#30zm02zvI zN3?_6mjT)GvtgcV6EcLqQegn}^g?}1SuEmdGFu}iRc9a0@Z2vF1ws-vxbS&1AUg^p z3~O%s{+;rX^Swg#;xH92{Su5S;-0ueM0!DH5CGg~b^CMoH6l2nVInpCcRP9o%9 z??zsr&M<{0F5GQ(kF+0|#tWis5B4WrXpl-eU*9QjNpO^X^-_SsHo_5?JzDkRaH^rF zJ0tU$j%>Ir0S!@L=2tv}4D{az{*wyDUcaW{F=lOem8Xl}Kz5p}FUIReT3&u{$<0Bz5q!i)#QVeeoHyLxYeb~Eu z-Wr}2?9y5&;J#=9MH|)>7dIZ1dpDUfFge)iRoCK~q1Y-XJ-+`X{<{@mRR&){@333Y zoO|{;V3Q}s&1*u9(0Ft6)9W1N51htB{}4p*ZKgfLAuXQd%jNFiZ6-GIJy@VI!vi#` zgF|%AmyYCyJU&?Q%+qWg@h3~F2lq(%#WfeRsAB02H7Am zF&4>XvVXjBNRNiTaCpJ<9>R{7_xMb>OR9C#S-$CQV=vZRVQH5^QuMZ*Fg?6beq>bR zQewI5Y$h*bHZM$dbIKd(@~e9H%#lA5Ok}7kX7u7`k?~GJuRc9v5hG)7q>Vjx46Nxx zs4EW~_tBad`ewu{yTr-tAeWYb44xIE(1RIJ=9g2JcINgVAF<@^AADuQgW%{ZJs$RC z6ZHx06S`${{lcxYAZcXS%LfSQag}PXG|VM>3$*O&?3FUg5BbrPh0ddbV_2jSFK;cL9PFoZ{3v`ro0q9 zeO4P6n7-1ypm+XvJ zHr)(b3=FDkVSo&g_LV;C?p)^iY>Z=@@b9;xX6JF4Hm!Z!c9ekW6;^mphr z{-!kaY50ov2n;JXS>?}>GqFs;DQBz^M9uS3#qT_s#h)j>-0cuZc`ywrc@eI`s~uYV z+M8IWkYcRn#r<>H_$Xc0cxG~J)-|J=j@1y6%sI*Xt(eUc2Cyju;U&_&l8+hjbY%&) ziSqOt<;-Dd{CQ|+5jG%xrq^Ly01Lu*=YF5{AbtAfZb}0QJ9nxow(&~GbT46xdWxy5 zJ-L-Pa0Xt5kFtLk;sL1tNtzB(wdT85`khDp??=8rtOjp`u_H=+`3IS=qvdq37LalW zj|U&%!3+9wEIGmg^4F1>IaDksEk~!+03UDbrb@v_75KR*kl4h$=rtN zWL%v^HnJTQocSJW$L78zi>(oi_U=d@Ld|H1^wk{cT{ z`0PF{} z19Y(I21YYb=r`~=Zk(D@Ip~loAmOr7@$~dGFj&nN^6|bnXtZBxYI^a{XV+-U0UX+z zgin|;B(V|9VZwLwukva;l&FblRWPm28&ot97rW})X;@jfE^+;A8tUgO8E0xAu&t}l zboqlQI2ddQmB+uU!DX1!@Vf0BJ)kNqS7nt5#IJ=zLom9)bE6KKvvGqlut!Vc@n)c^ z8e-gie@W`L|0xXg!#H~{miPRB)TfJ!*}_ksJ^?^?`jVBL19dWAly_->c*>xaDT{;} z4O5)?7H@ac%I60^sYykv4>qj}8its2qg5>>G^*{`%i2v+(#l|9t3dGVuLMK-yj3gZ zCxt&waEP4cSmMAW2-|4iG_?@=iyXos0a(6ilt2`RIAkZCrT4b`&t12+IQb;d0D$6? z6Wx)Qmj~#DP^`SoS8;K1zQQ?Ot`EPxF#1PENB22rMfLTwif*VAhB+|4SaDfE?bn%s z>p!>CSBKxUh=C>3V7gdNu`w_+{cqJK(z%g$K!u-q5WEjW`o{Hog>3bFXH{LbwLtL) zU?)$%quJ0;zdH%aJiwopSfGWz=~%jqjEH`Z+4XEVz-9XYG;AdfVN8?Y_5wFv_dszeY++aAit*N&9%bD!F)x1%kP=1LEmT zr>%^13K?yR=&d)&KbDv=u;KCAoOYJo^XxlFDOw5Rvu;9)4ATMhJ;MQ?X>? zNo|oEtE=8=dbN(Y6IaG+!SWF85(Qb@kdXb6kwvJ$i2E@BVTLz1cUjra?d7mLUTy@IT0B%a%JjInX`om_3#4O!1u_M6SYS2#18Z6YxbTaE zIbdJUGWcBezho@%Kl{bp>8{9c<7rA^^=ly=eC{gn#Q9^5B_SVT9K<6o1dg4}$ApOA z#q;I4LWR3F8CG7&&&d~R+!jhZ&pACV%w|9n7qc6EvG(@!rM(LDZy6<*#lI=j>4xC$ z5rXZJaqgF$gT7#NsKHf$B+0|8q9#;e^(z6i46t$n$cj=?4mbj>tiA)7@Cz^o0t4Th zuXKWDpJO8XeRy@eLVn}1QZSIj&9Z}>)*zn!Bq`rI&Vo2k! zpWC~@gQ6yVZ31QI^wYCBFO@#@6iz!qJ;w;|`!cU`UV8M3}q$N$Ot(&$=BdKU#iaQcK0B zLrkn8jl)_E+Gy@aS1azwH98Zl;5;HPhLvA_y@7+v9EK}v6(*n4E8dplcY8XqQ5HjX z$Uyf+qqVZrv8>I%6NF&t(k^a@fd?pew**zXz(#-r4-X_HvS1Bql(@Kn0RDvcnPl9X zHJ61e%}*X4ezu;cLnGca{V7>9UhKh@2VsKAa1;y~jl|m8W76*Y2vvPv6?!~F)^Gt;{tyfi+T%i{x2UxMBuZpj zh+WD`#{+0rMp?NcZ118Dk7NPtK&TH`0PLV51ZEZm{^ zv6ly$)(VkRu}sZ6renntg=@ad7^tkEO_h7pg0L@xawhvP+hk@?MvUI;{D}7KNtgc| z-7w#Z+i?XFa2|jhG3TR9W{ita5|8;?S3=LzLt%!uHM`^Lt-P)0Xka3nD? zx(`&Asj~PIMve?x=$fZqBw8#M>jU*W*f~EsJuQq(EY>Ievl3 z|1^<$g~-wpd@l?r+sHN;p_PBOPv+Z-2ty*AGT_WCUx*OYCMjirIeRf`|NAKVmUH|l zx``AS30GLSXeH{x+fP-CaD&1~aie$n^#d#`yF~^b?-xYK<+pGYfND$*$46mD&8R*ErQgHfb`^%k>gW@kg@<{VA+Ur zZlwCw^o}fvh)t$gktkR?_lQ{M@V#g+Vh*UBeeX#xE7M?}LG4nmC1@SA{WNo(&J@e@dA| zLw@yhCiC^$bXT-POm^b!H4_mVsH#cTmp?{-76UI>mkAQW&2z!;JA{-&~PL@PIFygX8n2#JHSPNkw~0aq;di zYvy*|S{+cZkf|bMm2w8cM^4VR1jl-M7Wf^t=Us42$S*{abmC{68~uYAXz)R9vf&wu zlPgA}9vLj7aw0nNK^Dp%=AEX{YE=t7t2%M%t^cgJ#<8kZj^y24Th=z1Iv!h&Y!H`C ziBJ=3{`Pxm%kA8;WfR_a>h zDqeYr&!TS^o&Ns9jWSKdHHoU-2^T72$8ja_b}f1t!X*U}=Z>%pZ&`kE29;ERaWM;A zcMYk$V%D`Q$p9*V;G?UbJc{&zgm<(PM3LkL3f53*)eBZrdy|9(qY^p2P+<)NhCnEC z@#g1gEH_tQ(@q12#PY(@61KvWWVmo5e%6 z=P1DcDPw+IOuYf5W?x3RvJiEPQ#c?1){Fc4kp9ZlelvGny1Mt%W;9-2=Q})ml)*?~ zmMAIkBl~Kww)jEo=G-q)UOfruZ-4{3Il^-AbK$UX-1CHO9g}>XX1EB2hNOpD;M*d? z2Kc_#{pdQxk*jah8Ke)V+ozez_;|ham|7Z`QJQU+v@>{HbgK9t*rI4;ZT9N^m7E(6 zr&}?9VPclx(B=S5``PjASMtQBwWQ0*ycroes3da&>Oa#?B)Bq$@)eY zL6toL@R0eJy#-fl;Nz4sagHn&~6(5T%R~r6@zbW!(2|~_LBnc zpZPJ;$i^_tn{SxqJf4l%=&%)|kuCnF7vOD`!|)D;<4QL38iv(!($0l)Z}MR5#yM~! zW^JR7wXuN*sPg#%*GfjrLH9^G6RJF#$%llP&Oeml zxwI7R(*Q@7Ts}P!1_fmn$rrY_4J8g*ncw5|ycXO$EC_Vpy!HwQhf3oSz{u;I>f6Au5d$TvYokRp=0kLV@i_rS17^Xy#D) z3&t^Ht=%|XgAzWUXr6aywo#;pz*=Lr?0Rcvi~J7+A^~QAXRI$fpxupwm087v%!Du; zueJa-;A{Uih5!r=yrG#xDHEx~cy@3>La_Z{&j1dOoW+IKVuY1zup|@| zJ%I8D2nyG|f*s<2Ci`h~a@vIA^=DPq{HTfYuc#gk&uudjvSwsU43L|e2Iu9)%zs)t zbPSWUxsd+r(DSvn$qXI>MV~SPm|26#l$I7U|A8MJ0bV8xMz<8tpbsuhh)myNYEYd@ zJ0~?gGH=Di2Fe;Mbb8_IsCc^{pB{W@IfraN@OaHOFx9$_Xn?=pFore-%vd6Z;sbg( zjWG;d=#WY+Hl1*r7O)3ljo_Wa^&7)Z(?}b~Pf#hO z@RyvWV`U9`d6**p4}H1oMYp%fA4ac^#pRjkBnuw<2>Op_320>evxb3!FoS?q^^24@ zPS+gvd4H)ALykdle7@xWjE>W`cEc8ML(M;Jb|>#-jR*&cw!b)Rc)Duq@P?CK0jzOG zV?{2ymWD838tMf*^T?ZxmL3x`=-Q7}+{#pGRnq-Ncn=>4)I$sS@1&%lZVy!4&wI3T z0Hgl)X$`8}D5@DoO+_=V8CLkk5>)hV0ug34HRO0*ST_zMTw3xuMq@}6{qk7V#|Owu z$%f|0#*Ag+X}C9-iG};p<7tal$)I0Lrc07p>7kw-AdZU!?!@>l;{fSo5bX~9Bt<;s zj|-G8Jy1&)j4z+F1<&$62U?(IyW5`kQKHf0@x~U+0TsUL+&Z$G-%Nmv72elh*q}F_ z8s^fv<8!4-`0L^VECQf9e;sXa9EvRJ!WbYgRvjQ8P~CD=o&?OJ0;#r(0;5$g6l^Dn zEVYA1dyUo_<(i|(8-o5oX53OEVqQIUBPXvJ`=9fMnwUdTQ+iZ$I$c4dZFQ(QFTW2% z!rs4&$}4YbvKtg5G`*3${Rjw^I=jTs|Mc~Np&_O~nurv2ZuEI&4&RyaqQbY|%NKBh zt23rj>V~sehN|08?L_~n*yrLt_ife)w$Y3-kNc%dUTW!nSq-ySIUbocZ+SJz00C*- zSu(_eAD5=ZogeIAO5Km)daN;0i^_axAg=Ihn;XdVHe4}Kcws5T>oZ@tsJ z!b(A!Fz|#fJcE-}HlLo92a-i8TlcpJUIOY-s=(#Dq4#!wVNC^^cYubTB%i#lr`$K0 zgMwmJR`oXH5fkNOO`*}$$^GTVruK#oIRZI0VqvjXuErfrtt@K>Wi)tT1=2rH zxF!lb1}Q9e>DPzDm@w{%y&Fm`JBicNVbWKQ|7cLnzM9F3fs!~boBK55Z57jB0~1wL z7!1(o1^TDX&q62Y+fI!#?FN*qUpB{;sXD(k#L(jMypv%9=_rf_oiF-Ut&wL&1Bp;y zwm(`&0x0Nh2-32(xNI2UT;2__>t+NequheQ@sB^jLXJTNa}+Zi6~e&^+`;WWd52e5--qDYz-t8$nOU^xda9O2>{t{s~NA100 z9MP5L=J}=v9*2Bb^S2#5Ovq|^-F*4r2YUDPEnu^50(*m;{0iN-2JhrW?Qhp&EBd+y zg-pr-bT(EDu1x+W@IwLgva?xocGAGV$5Mu9NYK_ZjOd11Ktd|0vXJ3e{x8D~JABnS zj+D5Qpv)0rG_VG3XC_<-+RdxL6}4MNahX7)^A9-H(GzqV*5!z|J*+YvP&79R#L4m zm-IB7(1pAb1}1?ACKEBUzwl}=|5o$ttZ#jNp3o_EI`3wm{>;;qFW#b644t3<7b8Gt z`X;-Lwi$E;+nLVQHfhk%iz&hnG?;+o{VwK#F&AuI7C?r$Eh@qqfTBmW3xd_6|3D}n zQ2Ej*U13Anc`m<&N;duiFAVUCeM6yd84K{<94!Z1Km@vGq8UQ-W^OP%5w=R@KC!$h2aI**6;-%79faaZ`=@uX^L8k%*85ygZ&4n?V4mPiD zN(ObLsgqfatrHF1_vDIJN;y3CdZAlZZaJlTfGTio(Kzd$aZu@V^E!X(0Two_{vr29 zRA&mXhaia{e+^GNc=5B!x|)k)L`i@ryeykG>m>oL$De(Ab&mOGL=Ga2s)z+cHI>B3 z+{y$KEBwwWpD{I1I%%9d-sJE=>EK+@&vD0zIA~Tb)VirnTbEpo<4%rX`{V02-|hT zAzsaIIz}3vg*mnUuH7OtZ-=!FxFCo;t0{VJCLP6Ttvn7@2M2*09;$iqKVJ8AI!H^m zipAoS8$XOdm2x(h`&yw>|8UvdtvYuKvm@#xA4KnMZwrFk)Pu*Bv0?Nj5CU&6 zovUA*RN2g2a->nA%xBk@YfVW}W;iI7c4Mnp5 z4FM>I<_P=%5w-X9or`LC(J9LCFOu;&k!3~$bKPjfVS+2=!g>YOMkl=n3rqkiovzE! z)iJkwk%=OT>K*GdosAeP5q3{R{_O$-*$_Kg`TsTuAaI z9kzoE!BUUKK#C!8{fAfWYzrz+LKOu$S~l8mL;QVxViriz^Xj`{lpOt zBbLUx?OP}zB@Kj*dDc1~!>4!`7e3Hce#_=U(W=pVmBV>t55J_2 zylb`NG8L|`^OxpEG-awPK39ClKV6>wzTcpa$V!bC4{>!m&0}5qpIti3| z-Es8l=!LzZ3p?oc1tBJuXyzJ8%DXlm<_XffhhBCG@Kl)!7<%^nc&zjY;YTmhPn=I8 z@8E8z;eSq|$8N_EX$Q|-%CY$*FvOcwQ!x^TF=hKC~&F9?no+m)(hpRdbzqEkmeSjpdK5G*GNN5#rqQ-MgDlz8O!_>;37n5~Bj4 zEQI7lRVSxV=M8`U(LIT6G5?Y>gFc>CZK*)Y>iwNYy_NuI9p_0+t;HNvtK!0)w7OW~ zK~{BYHrdnv3WAG^>)h%)q64nc_z9|p3ZG1I+FH?mR25~8o%XJitbg%K#f93~gZ$$` zyS%sEgL3XwI41LJwfmDXuIT88hX=_BLVYTn)v2t&-(zgsm)HJ% zJM_*-0VVlm%OBsl=D@i;Mr@q9?3cc7CvR~Z)zLN!ds&nILCaxD6?->4cTj%^^k-|+ zWXQUS%|Tb|yTBCT(bhMm$GOQKgP;#Z6oW4M9QNo96T~_T z@bQ^9hC1V1meSH%Bzdp5|8RsO9v7Q6AH5{&sVMmpb9M1LaU+=h_VYxK*y>)l=n=S% zW0&G#gQ6(tBNX(aj38uf^SP>;+!HSeUN{^m6$FhiK!*td!8aW4l+9P4h3ijy{L4vl zudU-x`Xh0Us&IbN;{gBf4$|9IS3-PUjOhxx+&S8r-8Oy>2z#g5yp=w|VM%LQ)eFYN z=uEww$ye~CWT&HEJoZI=-GMka>nr<$`zh2;&pifLG*Wq6ekMwz_^?k=rsK;^v13sl znvVFN42ga%PETZ_i&Kb49AVWJ(RbdJtJw8@jr8Q?{6%_Ta0hgf$fk;pjt+KVE8vIg zZeFG-G&VK@O9Hq&1m*_r{yp0Ldxss`TaRJ}dIq%sGXkheXG0%uIAXKL-?VUalfda? z!@nMnRI%MMc$$cZVpDq_=+Nb~OLV$B(%FO&U(WOP=Z){GQ0(@$0Yr9ObKE;YZAUu+ zv^O2RyM+cIE0@}=wkZaDR>pPNaR}V=@GvtMe}23z+tpWLo-6*fgJew8>UN;s{hCw@ z4rw5tDnV?C{?n;dd;pt;)A=)%3>{aji~j9Q;IW_-Ds^W^P?QI-3T7q(m{BTP0`D8j4R z*&F9K0RbKE1+s-Ur4Be;(i1<0kW;+;J*3^EWtonB4=dMgIG<6ve#lTj3)U(0pH*>3 zfUf!Nu`qBA6DWML{k~vGDGTQTxxh54;#zj1+;a|D!N~D0voNCkaUOh9McyO9zI{pF zbJ~~U*}~a_Ff%o#;-aaB774vbJi|s_f^H$5K1dGLq@Vmm6DhAQM|1&=EF_A{%1T?8 zRcy6NkFCq$*?ydH?BJ$PbCZt6{A}Obfd*OPjU`oVVH(k4++$xC^1KDlV$ry(8pOIT zJV%porI+`jBhTlPUR-8V@-0%V&a@Q?{M+wfleqz#40sQWT`tU^ud;u)Z^2uSp#*Zq zqRZ9le82mR4t_K(UGkhOqypjEkff&ElN2RYi~};>NIK5c$jVL7;$-iVhXOVJFHFGW z%IAH>CH7p7>X;^-x?*qr5fd|2w?H4hKy)Xro_z>)qM;n!E8B*cr*?UNstpCgmYrj8 z`blqhh#>pA3cZ*4t!m{%?QIqLb&yN9^G(%3t6Yft@XYRfP|>1sFgfw){N_1_x~y1(Txx6-L80T1KANoXM`vX zSw%)Zr0#0CqtVeMZ#jGq7&8NFTD{RIyswk@F#_oPo?||LN_qg@DKFc#EV~*ZkhUn| z77k2f4%cF5FvG|5cWJb)*Qu->40?CB9`m|yK5)u-s&d9ITWI8m5{gS!tCvxgfln00 zScUoXBkgYTu_Pt%6NdN&EbV{xF!cy?(+{gTE@XF*&y{ncMnRvziwn;rUn|#>vHjsZ+~RS z&%|FW+S`f&>(yR%*xx1C>Y~DK&~y70L;`OC?+GWLFxKaH?;hE5(b$QONm1DgxH1?$ z6Qx+jrrMT zu_zqLj^pFwk-`hq%#O-9Wl`@y%Q%YD_nWjmY+6)(s5Z_7 zTS(T$>BdkRc}^}IWxMRSg!U#^)YOhknROIn0Olt#NmO&JaD4LocfQ$orylSdWX1}H=Fc3SQJ+q=VS34VgvtH!bJvi zba4{HnmT)a1oeNvmIH!keK^Vuict0}DFV$&ad zPXAuG1!q5~)92}MvsoJ$z%mBvw@j278)V`n&cFvx=+*I600u5dfIt7h`17~fd5-(q@#LZhMPE{O{-V zkyw1^uMrdUgk{Vy-<1m`QX6$A#AhV4*gxU@fx6-sI3O~hLoSNEE1p(zDk%w@lzdRc z^bNN#T5o?dA$AaCB84(W&^J{8A2LxCWTi5Yk3^tVG-qNm=;Iyt&|$vfZc|0fE$-v9 z7nU%eN-PakV%r+Es`~c1Evqg7+PJ)Bg|)YBzAJjIuM>dAPTJ`5D? zN;yq*G(4<2Gfa-F*uLNzDtCvd=s?dm>R-f346gHIj$q?LeP`8&kYSEA=;IR_CFPI6 zB_EXgWfplrRy(g2UW0%A7UKyubp5L3;>KKPbI`0yxxX>o}l-X)Gs}ptzc)aY>gQ(W3QeB*^3Ym}ZW4+X+exp_=OLqu* z{_NWbUvIT2+v|3Gbo(LidGS!)?Y_JBCK&k)WpIW3H%o9eu^@u63xOd026fC3hHH+{ zVJWnV1T-M?!iH$i-aUR-N=9{iNcis1Gz&rAJFzz{Bh*bKO;)5lrl}Fvr4T=jS;5oh zwJR|ST!cJ>VTi&>mG%%AxAn?uWEV+d6x^)onHrao^evjY{4X7a6+hQjupX{gi&u96T!mP4nxyuy+9 zkIqu%P)B^i3$F*s&NZwT!9Bv=xvVuG52@p5vvj%PD}@g(9u-%rE!7o}E2EzB%+-v~ zw>jkKl)EHB0$Rni^pxVcJX5KV#1=Gc=z1$9q^&mX%@SGN3PCW`{?J;|C;s~bRCidB zo$al4E*@(xZF0s?!zTtoGkEm4P*0By`L%8ml#KGbSIryQKYm~|bi2~dVJM2lZ5crnUl2f_a$fqJ- z|31Y*Ch7V`%?sx30!29SG*&D}UNv*JCyIF7;uoz9nwe~6;jFr4alXZ~-HhbV3>=V*=5@G$Vx}Q>zZ;Z%5{eOt zV0NZ-5K`bN%3N=4y+BAvNT{)$-e18Y&%F8|=^$%i{aa9kjp#6wUaBwsk*>awNuxK< zEJy~}9javDEY{~)NBngW6r>=EIn#ztN;UfGKC>uC4EY6UnXFIB(rgL62{_vDC5y#f@g@nKirvje!)y+92 zm$!%}IQm~4{xYgUd~ddPF-f+>_xaJ+<(8CpKODY!iy)vG?!HKa1z!r}8lI_voE+0@ z${%Pn!1@1Z5<0f=1ce=SyMAoU2wvZ-zx!dN&DP$|OyS9_9;zAxb)cziUnyHC_L|ak!2BB$5lUe~PT*A3uFY1_dOFy~jrpXd=u*q;EiFp~f2e~= zNqF+a#XcI`Ss#(Y@t%gs=tZH$8xy=E&^;p4c5(xHt9%LDwG!@qa~9i450C6t8-{5h zW85YElPKSps)tQrGpS2@h2%m6p5f6a33Gz-!Oz;rCtoir4B2@gG#jOReUEty)qFgT zLlC!@qeQaXUj{_QQp8X0JyGRv9UW0rOS9}pQf*9ojd%J;BIsF~t%92M!u}WE`?Hf1 zs1w$&&pGMpt#@Brn;_Ufm#p)+9KLmf%%7W8=Kv3pLlS!vcZ>jir>oEHmaX$#3k563)8pDDuO>Y}3xf5vW51MgH++#s zFalLszjzX^L#*)f#2V3swr2BZKTZ;q9tkPE`I<2cB;niH=@%{5>G_naX1lf8SPa_^@59y3`S+jlD4>~M9QpN?K7qK?Ev{+uI6e46D4A_w z(^)oFchpKL#cj(paW6w>1W!I*{UiWWRBid=6(rCMibLhdS03Uj zdT;2*9o$NVs+>iy{4O?BDngNg`K@msM#1CPd%NRw!FY^WUv~&Vtgo*rB%ZLYKGwPW zc?8MD?Wet#Wd{*ML50(qDH++(x*%GBd#OXs;NbXNm8ZuKc$Y?&zBI#th2u^!atYr@ z4*Pdqzn#eo&|Z1HgFPWMdp-1yX6-48S;ZSmJxV8nl(9Qu(Rm&rvZRvK$N3Ipi5lRx z%}w+pz4!B`NwOd0r>}1IvJaj*BAu-ED;f8x-%S^s)H&B{g$|K0pI``NoOKD4XNiu_ zwds7|kVt?_k4>`$k2Z1iEJ0)0={IjV$Lic%hf@JJ&)bH=V6sf8bRgVG^P7CrMV8>j zu;#qpig{w{WC3UA8rdH^%+FDiV`b=bUOIh6sqJ@cEH?X_R)K4ym+i5>wePVpb4syz zAj!>6?!%thzLA?TZHZV5$9w?^ox?;?!Ri>;?bP*IUqU`ScMv!&D{q*^BMH06h_m3} zw*Yr#w&nFfPb|OC)xT5YZ)KkE1(zn7wB4$cTarp!DpkpX4C9`-oM(P|V@bs}ER4*F zO{R*7l9DjUSc&g*WPN{&Z!onBW;7Z;3*>GAGcj!IT>3*;(6~X%DbC;Ub#ptEUFZ)9 zTzp%C!`waU*v3ZMVh-j3G%o%9Eoe+_XjrdkTt314CmhJ6G(`ej5*mVr z=SUa-H-@;TlW&Jim-05M>7wGlXr!~5pKg09V=M0??#fj;CM89bjsK1#fwO#@Ez4vs z_CYwu0ho{~){I_AV7qYKr}$zy2)G?=!|6*bX()4Ht8GEdJEa*!W9)A!osnMOSBbM2a1A=>$8chPLBJOJdrY z>~o@;&@O3TYSU~-E)-}B4S@wgDk5<@>w_jMC{AyTMGAJ?U$z|p!AO5KR`WpBirjn zD%2u;V&y<54EXHgRBgdIv6j_w{(A}NA8^O3m5U1pnr}t@6SYRfXbhXGUE+Mxm}`>@ETdc>hDyacwkuUs>6)PI@S z4S&?|MwOOgsA%bpX#yMc8@Vzex5D~d9N&2M?y-Z&#bYBqx7)xKD7p!sSaH5i<-YGi zOuQu|tqP9AFTcYso_SF%hy;?kC>^`!*tUX70gZ)?Ft&43|HAFK1>9HZeG;Rpd<@P{ zffii`SD|}$!;F`j)?>eG-cd8JFvPi|HA!$#GI3E>JZ-B)(e0e6!1}6hZl3W`%|nOJ zXcaG^CQO90gyaxT!~IQ@KRdBrOlVShjB^}04Gaq60oYtH>taw62uFl%BAn^{HVTkWfwz1n%LN$(fq zYCuZ-itO5PMn??S7{cvf|Ml=WiZeu(F_%wGt+W--3Q2lp1-Ywzhl#1KxRMYvTW@qS z4i_z~y#zUDa>4JCWi`FLWRWJ$`|8NpEku#d!z);)K*z}B%ZL7rs*0D4iDV8P!~8jo z9IMc8-#T!=%P7btanljP-{;$(P|J)89Qp+_3kJZV8Dx&(4f)@foKqJM)^AMWUzoJ& z6p$V6r>#A1dwt!Lp32+UIx@~F_wiUd+GtWFUv+Cw&BOxLup(AZQ?=JQ@QmfDAjApP zZhb~e-Gz1vBbw(GLZzX97b~S|V$fqHo@gjF!g!KtwCDW^r)34IqiwIrC-Lrw1F*A} z&!W%TebP^trE`D+U(8;P)b6%(y_`KR+lx8J77hg3{aBHId?vm3%~T2o2d2 zIeJl-_ZG81xh)wyINJ@v4 zAl&8qjr-Rz9KhOp&o$>$a~&m*(jZk~1Uk+d)v)Xu(9gXz{57P+=f4Z)86sTWf~E0W z9r3d=W{qE%xnE1)`mb@tI*1I@@k*FToSpW^WUslo1>m#aj?Jub5>)E&yOkKrLu1ggtMoD_R%nK2I?lNAg)C@OlG`tIC^XsZSRz z?HXZEv4ZF5{i^y-GJ&+JXjW6phme1u+kcpw>f{7XMGI87ife=*$khVgy5YO~VGD72jZQyVizdb*aT#1Q? z%=zj1AFlR95_ee#s;J)9q4W$fWw6t+$tu zvGu&mzP^)g0s7>s@Myfg?qCMG&qGy1UN5M}UALmI1>+#tQTQ-*@>k6c`2s^7JR>_$ zLf;}#Q5ZSXt8Z1Mir$2utH)IHSWBMq8(h6l0|d>~3wDb@@K-`U!HxNJ3w^$QemZ;psrhYa=y_Z0$^6%kVn9cCgJ>YIdtTc}^mWv-q@xqH z#|uYqV`~#LPofB)-a3Zl3DWopXfxHn?<$gpe?fziq!-m+N2GUcVY&6iCR9V$bxjLk z>rpCG833%3@hG6B#gitlC|_bOKYm*CAa_bU&orPmOQnKwhW@Cd5?8*Dl+4lzKar6Y zx0k;X_t66iWJiu}{z$ALuH~iZb2mFv9ExdBnjz3YiFp}usZ5Q&ul`dLnmBWm2 zBuqx&Wc5T%;z1eN)Dh(zDH`Z2sWj3_+HYBpb0HXsCe=k?UszDv52TEWpSXq6wyH{? zAm=Q{R9eT6CXfE(=-L=#$TUj@Unbpa|)H+5KT}kH4#R@vR}A7t}SQsPbI^*zqZ+ukS0G%M>op zEVCz>g7XKapO12bSZDabCx7qI>E9dwyF~2omDsbZy?y1HPuszMjQ1PFFyHg zg@E18Q=VW;q0>4W;lC4cT+0|lYm8s<_Mtq)6LW!)TA0sx$5M2f;}NJbbg}IpG(2YA z983U}7Cu0JA|$5c)E1{=y|!P3VWIXa#|_M;3S3P|G}9>05O6XTSy59s`W7>vYQ$~V zRQnqJ-Kf8yE<(wHPRDfRJg1k)(^l;5bqv42m7Gr7-(fqG>c~juu(zf-ujf4ex&j`^ zSr@*BrGGNi2xjmP+h(5`YWnBG!mqO1-&Mt+7*FTho3|TS>uo%q4>vm2j2nzf8qLzg z<1BNfD;RsILE(_SkcC)6lPVAuenY`3uHvD z-q2d6qP?IfBlc%wN^G=ae6PA@y^lg&NYM}|X{DqCdq=W^`eibfNiabI;wrNV%_+Cl zR){!YlkKTQiP#f2GvKZ3TBvS1E=5X~jA-1S8GHO4cuAM)wyHd#iE4~Amd&_vQ@P;Zb zgY?w}1%#MVXIJ+&iS@E$ms38Xl))Fsu{is=EL1%w+Txhb@>{k5MiAz89aOc`)?NUt zv-iRG{EY#F2yrq~@Q>G@)e$|2O~qf}Oix~)F2|8e#Sw!GNqplH`ssd=aoCRFg+5K8 z4g#AX8fpMhZ9%^#8$X!YkjU~_{E1$C%4~n>3%{(*lI(mRd5Q%$e)9cg56q+*BQmzr zDtt#pQPF0H-O6($A4j(bOMXnVwh@?mo6+l|2^8g;#m0z|NdbVI{npFrd@e$EmA=WG9J=*_$+LCT4i0qxsVkar?&tpkypm#qNCP1>LFav2Ot#S2Q%V{d}yn@Z*&UGzgR$ReBbBl z7P=>E!}>@uE*ISoOLq5NDw$sy*w z+hT)7Ylm#6*!==Z7-^^&APzeAY|LE zYcFRjEHc6KhlxPXX{@W)MZ1?2G02D7z9)FsY4=98>@G^3o+9Xwc)DmvSc{DxdVf3S%^nuk)b<>s8?F*Wy z0+R0DzM_=n?!4?q{WFbGLRh=B^#`EbrR@g8*8LgPR2HiQaHw2`d2Z0gvp@8;dKz(? z+4+91uc+}u0_|fvtQNI~E|P9YFn8jIY=AiYtNm)n<)x(uz)GxDaSirHgJn~`fV9^` zk!7N#-41zS)atT33hMQ9*yGk`aVl?V=>d?5$6?t18;G97aj?7&#`x1yVvHGb5bwE8J=O|tX*8{&!B(yudJLt^%izP zQ@w5W4xiR=H?AZd$db`GXu8 z>^XljpusOsmj|)xAD}^4o)Zas>?WVZNo>smYxvh^X28Nrg)&>;k(XWJ1ih-QzOQ$@ z=PF+;8H&f`e(5OK6CbD8_{3y6AV-wSVeZVgITsVSHv8->1H5rsYl2J|y@$8X{i^gqLGn4sOSciwR<_(Ao*wtY@C3|t?i`avaztSaS z&}k$r9YBTe`LWMXl|xOc8-*A!2KUI|W9{tTxX37}wK}@^kUa*|iKNr;!LJ!nGYWM7 z8XSyn2)ce%0#Seq=ayx&W{Cm=2Ba)mTxnnxLk96qlSwR$kny^xh&@Z}{Pn znOobiL?!>DLq#6bg$0zI;-cdS=m2t3tdtaG%jr}xYFXT}MKPl5^iFh~oWi%|D3iPm zi--U5^$1CAT0`*Z;+ZV0D=Y(_b$o-Lm$XY>qdjgS3rEEZM^P`c_%j@I2r@3vB|yFA zonZ9bB4+6T$yjj@+d}C}o|qb9U%S^{HDG`+X7)+si2Bc5=k!!_>|f>BXexzd>+LTl z#x&G+aoMb-2x5|KEj@_o!(iUGQcTcd@%PKQx-(^kN!;1hFEqC=W9>6AeD(>9(USkd zFtSkJ{534-oh>p!Ly4grQD^Alh9Y;T4HUU5wW zxgVh~9hLr#}O>o?yV*xsUqcv0M+ZDXud9{W2h^NTv0*VIazBO@aKzz~Y196Fg! zqP;v_H=nmzP1Xc(l;l|RiBQy6?-R+=^ecX0>1jenG) zCcdjzU=Gkr>VWxyUa0t03OhqceVZdIKOiL%n#r?*4r%|rCsb^TxW_`OS*?_Rrns1=MEopeDeH#!0ASG9+u zT4vZlS6t?FA`;uB?yn>-HdF-}OUS}K_Bnu}!l=HsV_6-FMP*;**jYn44)!wNM5EhD z(ioRCIlpw_ThgiyBo7)ka41Fay)9*$&Ox7!uI{I?cC1#Y=44J1&Pa%#z)O;z@ajyd zo#HtkX%@|m+fmde(U#A;=S@vtqjiFLoLBkI7Am4L_|QQfSkTf z%9z{So^R*FaoEk=F97kfVP|ol!HOI3v#!v6zV^Ks?0o$RLJ~SLcZ}tHP?EcPG@o9? z{aJ&LadYX|FwAb;4pC^s3(cG^sh%2%iFEk}E)EJ;bh+Af1hjx1?VR?sk?0pMiq2p4 zan`1?rLm3^YrH*?R<5!{sjXxHC!(P--8UEurxPT;#r{V=AtA`4?%g39(+7)ct_nV@ z;>cb0zHi9qezjbe$T?h`+Cp9QqyGIJ_K#qBLq}(Ss}I5k*%X*mfVk0Ki%B1l{qr2q zQBG<)=ARU$?=Nt*O{tF@C=dqZ(sob*Jz1|=^>730R@@ml0oSBJHiplQp=Z9$Y1qDB z823%+H8sMUU;9tJ%(mVLmw1x*r2LtgM~8aNPFTg4!iWFks^K2VA!8%LLb~#J9~g_O zd8^~cGbvoDwV`gy|ITQt;Pw!z`QiHDH`M~UrRQkhtA?qCzctfO%j!|0KQwiui_vCg zKrnOHYmW>*5~|mXD`nG!HGs^z^p>V|)_Q-^Zxtq2BIK#xyl28dxQR7rxW-T{C*NoB1Z# zg1qc4#qOk1JMI!1&rOCBMq~_E5x4T%&I}jk2+s7h723j6!FSU*S1CHv=d!oAl=v2~ zWiT51y|;N7J$@qR{3vIRik3xj(qW{ThIwI3%v>B%o0;3Xi@J_<56R@$>?McgAzC}Xwg7msRYeWz*Foaw7lqz{_P zp${J9gMJw6xZRYN$djjW@O?!^?hv|l?ejZ1`h-@_^W~M4B0+afyO=Q2W^8f=7?V^@V^lxv!Kbq(wpnTg)WkW3w3$t28QA%B0(sm| ztdL$@@f6mIaa)XS2eTW*LK}NqB(Nx#fPjzPkT80U^5_^oxFlEq>gu5%x%{41amsPmZMqkChh@g! zzdyRMk>Hpz2k1iUQR+0q=R*CSh<_V23cU{Cp42yB9~eW>4tmK#edeTBueM&fIZ0VV z`|pIVNUpu8(evhc7aS0ZY0@j7zd>Vkmxako80F+-G-R>%y0;dh-U~I65+6Iv9)-MU zRCYAz?!2NyR_)y@Y@98a$$#OoXoHUtcY-CH$$zyMob2o#NLCq4`EsONC_8%);zdg> zz|X{rHWX@q;KM2#3`W`&o&|9O#S-h+CHdaB;>|jF=3z`3wIcm@*d1u{CQue88@>9Z zEr~_u?{F(XX`u0m^rIv;rkgk4_S%|G0FgHae3#b5o6Cf2tbB=c0Y`pT%{#(<*2hvaTkJobd%w|HSeS!V>~O5`rwu1**6Vx8n4C_BYte~t6WmV| zUrhDB%>ikEvmqiOVRM1idrC4A2yS5n{2mjyB*JeL#8*`|q4Q}va?p>>$hEQY!k?8V z_o)MTYTc?7Sm3fkRL;i780l&=xcXAi*V|}mJYF=*2{nuKpW#PB1lV;U9jLKMQ~Or| z7e+nnmBBXgEvAffC-lT$Y6a*Yl^G&tQ)n=~LY^Ef?~voGG?>Cp|0-UPD{6vP#GZs% z3?cO#%~A8G9uS(7Lg{}@;xS_Lm`!W+;inb!(*R=qJ-Vgvwy*CwpITV}?RE_mqj)6i z5U926jJuXovLMV`xbH#J;A-1_J{n(F>(`~g5L6W6p3LJR_=@WS{wf31_HosX1@C** z&bMX(lP06PbKz@G_zY4o`)8~*I@@^5SRw}oDv{J1rgHEE4B-y6E^XK- zp$%)ZXs$yIJN~BOxS)thOR|{nC{&srAoR-FFPdnTn_wwM3!$VX?AI6OVB|>tz`En| zo2_bR!QeO2&>bRm3WUrra|3KxuPrhXydfSQ^5~tkDvaF|F}Mm-#c`57A=q}!l%FOf zo3+kmG?>Wk=7Sf{TgnjwQwRvKLo}JJLl}V27`j^TepEYnsc-l<;gAuO`%h%Ox1Vzy z^^-#-T%EE<2OM1yBCuPxdRmmzQ^@0T+AWUkLBmcz-~7?V2*BaOSuKaeog7J*wIx|=6}^iO zco#VngOtRxkkYqeKy%`=LP?id{gf387aZ0LS<{@W<^S=IjVg!^eB~|}Hww1_>TGJ7 zg-blLywX<+ptoG~2tC95U^>E#hQGe^+NWp~l)#5=8}Ab)?w`F;vMg8ji@nh0-Z!%q*EzD0dgY;J&8`CK%DSx~G*jdv4#eHLp*70^6Od&DuIl@cV zPrq<7G1dp+<-av!{%h-1Nj_>PB_T7zJ201>cQeGR;B2i(_lUiU=rX#81hW*^cas{^ zSccLIWmtdxnt|ODpshpa0wubfaNf6$)|pJxzhJ{P)!E)on2BpAgZ@ErqNMYhnQ@3v zsAN5ycv~TpAlW-#QjBv@*!jHY@pv2~Xn0!A;;(o7{`cuR?eO^5$Vln5-eg-1CSqEe z4gLY{u3$w6C1uGkdc$Pc&2IMR!bn^<==HR8gPEM{3M-hDh|i1(_)wfC+xLsaqbB}S zfX|X|Jz0S(){%TK>Y6>hx3?EVI$`?;_<#JnBVxIjHKls^Csq$zL{ zaSNlu_rR;QK4?gpRh%Wu-PTb_w(4<~+f1+i0bY?cUq9~6n5Qu%ESk6ruDALn!Z%#_ zy~C;&6EynLh6dZ=Ve9!{2}& zv$}$}f^W7I>TEuHVl{@$kChaZwi3wGQZ8=j9PixtppT=Qg3V0VK9yBhqlbW~1JtwV zo6T4kMpmUzM0{8R0;_Ba^{Du3wq(%ztaOmc8CLgEQYn%=F1TLMh(DW~!Ag@T+*dDS zk~b3-h)868$creP0YYv{ML(VMP3X$MyZyn3+ZDk{AbB|@X?*#gyyC0HWeWN0#XiPv z&R6{N?YHy*W_G?ujS_Y7F&g0zNfmXm*w@*H{-jQ!O=urG@cLk8Q+l%5XHtVHzQ;08 zOs`?5%*I5InvXef=1w7oIY}Rqcz0_m0(-pa?>`KlgdHQKd+h~ez!>=!YovJBjQuzU zrAn*hpL8=$44`(wzQP*t88C;ak_X`EC4P&<7oeD{fT4*O?Gb6exp9C^RrCL`<4HSS*bYA)+d2JFgHwy_sGx9Hghk zl>6WWNNlvz8O`^+XAKp00F_~q36IL$aBU#NYEWzvN1xpRt_^1zPZO*sdC)+J?vEQt z@CLGdV33ooT>|En_Oa3EvDB#*#%~;A^GmPpzQ*-+plWUTy#V>Ud+V&)l3T|_&O!ma z5`_pzA&Mg0HLZpK6!%}Ia>c+sU(_zy#)uUp17bsa6qIdAJywb{Kr2=k&@>oe;%{=* zDYw5cV|0;O34n`@R&G$i%91T&HR%qIc1v{N8XWF?5)uo0GFbkDcvG;0CQK{!aAbC= zRT*(ECO@j1Yz5sF_H3=Ht5F18?0WB08D5IBtL4n8c-1bva0~$e2!-;$Hv!_is z?`7L>N|ODs8mgKwK~Ilfd-^ykDTcrukYkXb>F?x{1p64EjtHr!lOTkJ9m**Br$;j9 zqrQ&W@g$e6N$8*Y&!W{LCLS(FvZTJjg1fy9r%JbZkvS-UP3bf z+1d>H;RE2|i!O4y?DD_u>{twCI)SJ4&~vW^8pP)f=VJ_OM@J^L&41pe{+&>*)%t$>flaWy+v|x6vvi;U!iHwkoW$QW>kv z9xAJ+$B7lWnFKZ=>>v8G9NAXXRPuoFu<9nu%4AB`t&7?|9y9j_J@Z5eS(cbgv*<25 zNi3o7`2(f@4vI!SmBd8lTsq&=s%iHprrkbDs9SPM#&yDYsg%)2-8Ok4;#UOF`$4jH zP2i@grunXVak>84p=D+!PinJu z5wgBR9ve4BsN%4`wJHpS=BlUeOcTYnsMsbXw?f+lRh{gkKo!K7vwWJtt+gZ5h6z>1_pVf}o*@FZ(s`Bbaa{3(${W$RX@7EJS^Aynz^}{Mc}aM0Igw+E__gw`HR%4;HT0UGHDbpl z;j9|`2P(qkoUOH)0~S_mWijyZW*r+D=#~@TnoL=T=Ma(0(7^OM^PYxa#3-M#u6!pRX-qi}dkv z+<>CfdqLB{J|fyo*7smP7dEx#c6<8QI8uL2nSN7Vd_HIRqLug#R$zw461tfP;Ft^9 z*?|CC>ekP_rlQfNDJ_Y-vQ7BPu(koPWocNGv3EXD(MR>(0!20HDS8Y|Yt#ZmbW!wUWfRcic?r9e(JB{GWuzpmWi9P5ylI{cwJw zEa@b+X}^P7-IB2E&(bVrL6$i}og6Z*K4_#KfzCBt%=o+;teh0zrl!Vs1J1f#p@f7q zft1)gXWda`q2mfsso$!KXlHUOW;txkP+-f+VM3MlCrG_#ZE_@zThEr8_TFT6Oc@_M zAJ%{iprQ|^0xvrU+voR$@a1L$5r=yfJKmtTze)jSJ>T89@ObLEeJRGN^|~AtPODXy zZWRhc3z?k*{dZ~iu~@G|k1jV9sEHyyJ?DJ@^LenZvq+`PED18p?R42e$489rLy{_w zDT-+-Zw{m1v$MZ_AiSB6luxUK{VXH5H~Pu{8oczK2?Bbd*S?6Eu=cz{B>ii7QC_}) zR|5B~j*CmrlFd4&*z5B6@Iit3l=0R|J205PjhH0A%2i(n!P5yUG&IGT2e()sysJH!7 zVoMo@cZ;4OGz=EXLqI-L&o1tbP(RTOr_c3u;!4UZeD_}!zWn4mc*f{oX@90<#ojAx z8t~~5zti!sIYX1h&i;63VBpyBGYPN_AVj0X&sizSo8%m*Wx$aDNMsOu&G)@Tgz@Hz zuD(@t8aYp(LR3mAlP9sJ7Q*W#Nn-v!-8%)EgR^r(WGG1ss&^>AFY0YltLStSWU;8MPEYK_7j`$9(1 zj~jER^Pzx0iNovLh0+6R4|Z~}%m0zb=zf^v%ybf8DUnSv^eOdYDhG(0!1 zkANnC6IXKi(d}z!M%yQ?eno_rw8_ieF1v0ZTSAmeSUDX6Z%SA0fT%oGmO(3P%f4KR-woh=>He!NG;LmcVW%SpGE9Vfe;Kq%CiRLU7nyNzckU_Sq)~A_)Zs0G@QSTpG1pC_KT}-Q{E|X+|u)u{(RNckzT_?MrI{n z>eQvS74YmIIFYHrM0yK$1RWoLp;xNBfUU5&OT@m&zCY2D@wg@RLkIjE<7WZwTI;J_B)EBd}!HX87wp3@?&Fz4Ko`f}8DtDqI13*}4p za^4V|I1TyIgnNkeZ$`0^26(Nxuym_E34l$Jq7Q zeU^42``Ub#?v${T2l?`{5{;oSeGNfK0YzMl3%J{=xn`f<3;QCvR%m24Rwq(jZj%|5 z6N_lR;>%`b^MKFiZZ)%b$3s2WgvUJmowyWOx4gvu;%DLgk@ug2e;;yd(0MRCyhAMe zL3COjv5K2}E2>;A!~M_t5pT}Klt%b2FpB`8El@`_Bgn+6-%zaW9Y94Lmb%F`CTI#d z6@t`4MjlW!iKu_QY$Pej6maBb)|?ki(~MF%8=km&>w^3P9`Enp^OKlpX|P=`4KgMF zOKu+|^;|f<>O#}{s_c1YiK$SMH*5!F$t2it42WVtJh=E1s9?WgyaGvVDs7<(DndYj3Je4~GLl2|d0Nu-%7a$Zbt zvwW|)s(wsSOYP@)#g#ZR*z0(Cl1^B!pMjF+ZO&eYg&bmUp*SDu|J3+5I^rkQL6Wj+ zxkHuxscD2VN(!*u2cbn}dL->iKl!=KQ+iThI8p&XyZhMbYe? zsN%)87~;iYVOzVBL`}MTYAY2;?4dRdTGom3K@y^GjmiL| zmg2bM<3xJqN~0%=XL^V+nz5^yNge=#PKoRGU=~AGG06v}l1B3x>Ui-ts4WVliHUmP zYEgy>TmufZ++qB%jl2siFOPGfHe(dH%*>(VLShWuch@TP4Oe2H_;?5ml z4fO~z1a>T3lB);b(0S&znwsP75c~!XvzRD35(>yD%pX_kjo~=Ua{xEZm->e!*x1g> zP+b%K`Nar?+YO?)E%|U82=N&8Bk4`wT`vk8c3FTMYUYdNs3BL=&<*+KPv~A_bh>`> zx~DTrK(kz(6MiiWT8jOsX*}N>j65ue>+*T#_jah59p5X_b&r$f+NJSW6VuABwUzHC z`fa!e^4#2A*BIzifp~O1suih3cCNON!CFpJA z+0370uoX%#cS7?C17HN@@2-C~rzy!&7fB@3{GigxRWI=_FMrgab=SW~)scO{VFTXd z>ShNd1*s6oT*Eneuyhjki}8`&UyHx!!!HT#SGDEGZ5N+#@%`B2cd9r1L0wqwI;-U6gygk)cTysi{!e0GRU;@>f$BWv-~a#_0#2CNGc>Im zU7W9qp>}-@ijr7>6d4Xtvx{dB*?I}&&4un(aNB78M+i0qLmeFfbjl?jsmWL8Tx6R2 z5qRQhl9IzGNLZIr*~Xs+wrs>)iayPJc~xZ>R71e8-RDXp+Mme^Gnr@*7Avp;&-)S4 z-=@zHFBgW469K_0264{o%XnVk*+zG2RYZg#)EWkLs+q5p3-;(u`YOTiqn}8;pp(2l z?TEez@T+@gYa%O%R&Z7z7XAnSMW*|otzTRw=(S1m;g*N?%jdzNs2b*oMmtZQK%x$=GNp|V;ulO`EKWz1>woqV zY9QIJsHiRyJQp0FruS9J3Z^=McHW#%H=vyf4UO5OLt{xec^28xch96cT!@p27q=Sz zoQ_rVCR*8Z&F8UBgqAjq9InR@$h6cZSv9|Ek@iJYh9%`q=u-tdhVLykNS7jIjCdo4 zXE6Q!WP#tE{m`9f5c0@_TDG^v$nZ}bYsDO%G^h~SxqmV$& zNitmcp#_hsfKdSKD}I)rFfR$I_kQIlGwg5Sezj`oDCj4ld|A*G3}Y0sxcTbBgZ(^6 z+=9d;##Xe%_l{ ziUtJa%Ut(erL=vc`;5TY*pN|51pl)+FOBg8S#qX6!~X-ljkuU%V7zsh$~-qv4A=6` zAIap9`Ovl;F9xJp{jSj~K*#Gf7N=%EE_fV+X&hDEB>msNWHGB%mDnaiuAo{ZBz;ji8oG_2xGN#q4%BC@97VB605ew#VHj?9 z>Ci0>O}5Fqw>HPD`1wQd>KNPIhV>WAU3_e57L>LcU!BfXiit$P8y;7|Zpc#jV7qznWAZn zl_M}a!u!SG(ji|XMjQC}d=Q)Lr}=CE^iWp%1*TCUrKL7y#Dtv=zXSZ9LTDL>aN%$l zH=$U=qgFpcU?|33))H;5!M;0{a6_CC5uA4Rb#$?ti=ndZA5Sqp4_RzS>xRNKaK+mbr z?#KqxAnb}-H|SbO-A%enphNYinz$2$iAB+Y>(M`tMJ#Zf3!nH_&A}3HtcUXmf!@I~ z^$)Ag8X~xaG!M|J)4e_SJre&`;HcNHhU{O3hzDV66920(JqL@buJw&kMMKm*wpn~O z_*oEyFK8G$P5)Yz_>FxK=}g!Ut)kvRNz}Kj@17E+Wx6q=5a@fxpLVv0h>-cA?}H7q zi#;o)V+rX@x6Z-0fo~JG3Jy4h|6otdO&WrvnD2cw z@2!#X;hokGnEWx3Z<}rCh^DMF??5aabpR|UvruT!{t}tI#ykGE0*JTJCh;Jpzrmq4 z6wp4gLhLberyuz=1`~#LnD!^{l)T$%=@8-On#TvKA}!tlrFWV*!{zUSu`XX0Mjkai zWFri}f`h9_Ze>(cJ;=dJVA<)S+mBu&QHJQ|UQFCiAeE{cQya%EzVD&%S=r>y&4qc$ zY1sh0<03Auq1{+zgaT9+2C0}z)U2{A8~3k*CGsn)ZFq5eE&dsGIAP?aay>je;?A5? z<_L9^J-Iz3*;GtL%`@xVz6o1@8=P)E$oqX8eNtHAOjG@`dCy@N2Z{m0Z4nVbS1#21 zz7EfkCN`iiZk58wWWBK{;aJ6TMHrjo(-o&l&qPuuyBwZ|wSj7suWHV*;qu_h=VRc% z3B%MiM>aAjruZo6RbxQyi1DmSBbe#lSz&j6YDkz)MI3^_kX{Lz#CO`-RRQjJ)E#6e z2SjH_NQ#~`&XV#|2mNn?-S_q@wkHI(WIkuZZNY!f9p9e<=?gKa0uZ~aej3DAL9-PO zD-l_a?*M@G7b@Vm*#pG2ORPa>U`S^z9m;y9&PQ9POMp-q=GjPjC?0jEN}zJHM#g0y+b+T?}w zI7Dr}dZb(9x!m$rslZQ~a=I5lje+$swXHavpB%vcy)<{B=!z)4ExBe@N&noCc#itu zjgf=|kO#{c8tPSJWQoibDVPkofcM98TK%vm`4K;^XERql+*0q&M;wnLz}V^RMU( z+mLTDSfYE_*xm&^5Z+m+c1oBP}Pte$CVM z)W3ds6`%^la>9vvG58Lxs`WLBuBpkoc({vapZWSA)f_+@bU@zk9>mU!V(@6W>tmT> z8Bu8a+7r2%8zIDpyn8%_JV*@sh|P91X^V@LJ&Q}=?*8Vz<;0QPd{4j18*P8(*S>T# z9ZVlp3W*);q$WgEHLn{nt}X+he}{1-!&N@9a(eQ6K74#O?zyoqJrR5&v?qJzZjP?- zQw3p($>d03xT0O<;p&SFmfc>Q0}@t0dTP>7mp)xJ>}a{6jy!B>h(O3S^z)_`LhdWm zVyTI!J@HxkPF57FfI$*x;inqA&98$PrE}OAYWQfDDUx59%%!Ctw!S`|{Pw$4;4BJp z5RE?|j5c#?nQNO;`1$v4tZ>d?uQsP9V)T( zTKut>y|nhKBk~`mLvtyKs-cSp#db0YhOirGKIg#YBKx^TN6XTNHySS}NaO_v;0uIY zT>6&cKeI-vhD{JW(`Oa<BfB%1f`Z$^$JB*##`H`&zim%sTwCDy@O0qlqF zZe${;kDiE7OuQ9~^EO%#4*@*mE5;=WjPm|dqmEwAbse3MCjReGlu%O9UZff%TWf2a zfp1j8QuUV8Lqu8rk}o>xNcNXHLtsbKpXd&=0Bx}{j78ymMZ=-3>W&c{Yi4%PGt2}C zWjU`v0{wGO|D&bp9 zMCEHw9>H^JG-l{)JYblpbqEJ$Crt9$Ry;)`WsV>X?xAl;+y5+I+u?(9Gjx2G>u%2qjH!-KvNMS=j8 z&E{TQats7Zn2MJU$m=GboJ`ze2JB#w{k`8#TO`V4`iSc=;L=x-$@gH)Ivk36a1afI z|E5eU!8#9H>zL4Us9n%=8~i1D2}}L%t%W0;m&Y*b$8E$BjF)_$`HDfp>O>bZVR+T~ zAOzF3FPj6(=Fvz?fi)nJT+Vz^u}Ef`6X+>LZ0QaBLv-Shm@X0@U02#V$9bEk6VgG zQ5H=aqqqS5meu5BY{#uTeO;+PmyyvK+_Lm~U+T1KYv`lg8uVh25eC})QIj-ww=4vq zkA7pNr4d`E;-rqNf~?BKuI~ZA`axSW{T<7m@D`GPBP3Cbn%m=~xrn$;7s8+qP}v_W7!ARsZX*uEyT)^0USfv9P9QwJ$BinpUGZ zV??JkkVOdq^l;$o9l=hQGDi9k*&j8}cP1<9<7G;j1hEgSKRFyYpFT0qFueTI!gVDb8mO2zdP$Hs9}Gb+Tb}8O z2~yAmA{qW@&RE4I4g-6IPGS!4Oo05ZipwR)8*UdMd1PcXWHPNi)r9nJjzs?^_H-EkELtG{%wb&7YK#m?B4y@0gAL!i-M@`gMW2s%vykgH=7yGDKZ5tDH-k7mcgcFPCPB`1mnDS)H$ zQspH04dFbx*Ep8@EdfM1K!MQ@aM1Ac21VQ?N>2Ol_ zxnxsXBx_jm{gg8HhE{eslScL8g^z||$Y*`oGKf)c!!(BnPmuKUx0y^o6;Zgkr+jOY zRWTmR4n*41nigXNDOF2G9)aqfT_H6(SuRSO4Y{C6z1{Qx?mr}t(I0*V>xu@Ni|b?M z!z%v7wC3vI3&d9*))dglT!n^(MSl!fv88Za7HsT)>!ZKivBm%K$Y+5~1ZdhQQo)#j zEBw}X8cTS9qe`na)_t-(>dqrc26mm392BW~SuQCJh^?LJ^YQ3rL5&Iok(*>g5=-xQ+0o>d-cz{Rw*J z-ew>uv9D+h`7(P;4FyTDQQXSd| zU%|9D45G*LFcpUF0?rzV^syBZw+Bn&ryV%T+tA-r1Qf_Q!&j&@+Y}S8rRZ9&f5XKK zE5wHZdNMsS1++I_8xP{tWrY-X`;Z~F+16&8T;Z#ju=v{b{(xQs=MIpZkR|$hl9_ZI zQFX}24mx6kO4g|b!H9sIIs=ckV3C%ZT*AKQfUH>MH6Rn{ThE`BGxaL08vZXTY08H0 z%?>>5p!#rLj5lvFW&4A^<(98jp!$vOLgfj7>}vOBoT)J8@8Ymf7Ar5bx2IKI$qrg? zDG*QtJB4cM0L0*ES<;NJm~2BcseyT*O8Fv>BTs+*C1t0SkkDx2VrgAbR1D7zhuV#{ z?qLc|vx)@!iDS$esHJkb*%|8i)6ykYs7M*I+xV8&064(n`x=a3%_IGzgS2aMJ*Eo~ z{pjyWMgggf;vcy$M2<-VF6U&a9L8s1w*rvzfjap#IjKErZF13@?pA zf)^4KDirsn-bj&`ux56?);;g?naTr@t|%84LNaoRsUZzltt`8r^?kCc<^3diqgo>e z$NKgyTWwfG^pknSp5A602UuJARiTPj0S$DCeb8_ozXDt zZl32($Y81-G*Y-#{0_Ct*4!`M#O5R9(36D)vlDI*Fp0dTY|XnqW6!RTbsh)g#k4T& z;}osyg04#$V-e#}z2wkSueQ(y48{i1%6dTT+r-w31Zbg870=$BkyMb(jWu?@(U{8r zg}G8^SM8z7cU!h~du@OnoX{qi-mEElSv=_Y6tvDD9T^7=UFUr! zs`9#A)_GS)OP@=LhZER!#?1os`NX%^!Erz4s};tvxgrFzE2``7*y4p3sYf%p9*&HNC4;zW zr2YDNRJ1pIv^gJkcATez(%~9rn+%)(C?#+)uCq zSEYD6INYwRU|X@9>>8xe0&-Puj2?V$A-gl1&8k4H4Ya*$oZ$Cm`H8>*uE4_dlgiGd zK6OuxM0hx;4Nv$&7Y)LaaBoLB0xvzp@^2O?_N|bto8Qak9so7)42Cc}6XQB8P91p^ zIT5fWkRi97FA})(lUHHMjFWb%H<$qkM@VEe_yE6ZJw$iW$`Z==F!UG*C`MAMj|I){{rJ$c>-aP(<>v$Q-3=WRvFN=XV zgqg!2+edl9^`pD`u7A$@V?(a>CGc)C?d#z+b+yje?)4M}&N0Qc4iSzohD!P~PMCYx z78VvcLXwI!bDwLP%O7ECb!cb^CD6KuTh5*J+T*AY2k_p#NP(*X6FH2wwf=4YqOe(3 zRRv60d7W=Jfu&07V+@!Oi)j zlkKAV|GfkYZu%dOxBHAjjv(w%H8j|rfUlkBJK7KM>nc=K)TL@Y!1+?8)pAvwWWo1q z&bP^l$?w1P-u{h92@eZlOYEyI`qNgz-J z5F05mq4Pd{l8U)8MqE5K&q(O)a3+MYX4o^fLH2K3{N2#dPNj8l&rUl>Ug`+gSs<)R zEGrY?gJ{Ktpfx9ZcMo7)54Su;n` zuZJ`@Jwwb@{^ASC?{+Wy=cGZx^hl5A?xO#^!=|C~_LHJRZjMb6B&}lNgf)JLYDNC* zC$+RJa>7ZzTxw=fkSM70lG5J|iMcsksstH|kB5tgdU)tbsQ$jgs-{5O zS9-SE4W9hkSYY#He=g^U6V2qol$;a_m((w#(Rc0@0n>-M$zg7yfyabVXOQ?2cx?KY zNF5gLahUX$OaS0rGR3tC@HJ@kM`*+Mh|J~c8JMO4hXI++^qJlGh@AvAeo|SyW&?TK zx+PNAe*GN|4dh z-s9b=Edd*>#5m9+cd+=W<*KjZuR^rkspW>@*I0wMOEK!!AU_5GJxgx;XoPb(H?0DC z&4@1(>ei`o9Qpw|#E8EP8E?<+)deDvKRi?CK>;#)m+Qwek4F^L*y4)*4N*x+`lN*g zTa46@`1siDIeIzZgm0RTOm_D$jAlJ=f-eVX!FR$g2)5#Z0^owQwAT1HpZd7`P(LQH ze~LgZg>FC~ackcIcJkwM`+1NJIb+in`{q^dwEn8ow<}*$S1~!Qf>6xI9E_H3Dp06f z#6^eEdSAc1h9JDaoggTbm-+`0BaP8s#l?eCFVqmgs=60(g1lqzyn$=Hcci*!AP~W# zF@9X$PuKcz^hoS*@Po+w0Ez~#e(gY@I)hQQ#-dddg_$3Ks)2c{a@&01E#{AAq_FR` z8qrG$6W(%X0SX6N4f}v%a1{8~Q<-0l z(6*J&xI&5Go?nSX_lnuJrC=_6)0DdP#`$vf_uI!HmR1v=l{tv>+$#6Avwlq1<~NFi z%k$NyR01Vnv%>@JH#TY9%lh`$6VMcGn@wlaCyaKz9^tv`mMTx>2omKe2L=WLFLoOb zzL9^<_kGUy$K%a*zC?^~+$ILhaIY$YB;ETa(U)I)+>Tn%QlFO;`N`bFX9IE=b86aa zF|Q8@X4q*6(pV?#kzSMgv24^cuGDe z;MCPmiy{zgUST&Eep>*Vt{?KYupc%uVso=c@s>kItEXJxgFI3c*ORxBev2-$IK*mz z*G07DgTJJ#uVh+0o`0`$cc{vLf(~z4q1TGuxOItkOI};}7;OqHl+$*`x?-o1Bf@83 zkqH2~{rBkTUjUe-=^2_q*6oIQz#iy;1!A#zuZDT2wb1J;l7{v5(4kE#mq7Rs1 z3V&YvbvM5u9UecQw}By0XmIc@tMTDj5&;1Lr|rf{oyqurP%;x^!KsyhRY6~BQmAOO(A7?vrQZ#Xz&>xP zUlK9J;l0awuaN9-P`D|k2G|%k|D&$j*aroK?hLWMxF5hKBoeG?wkW{a`LG@tTWXIn zCJ4+`zPvx|HkcwTU$UeD)#7KoA|Oos{_;}Yq(@X#+BdRx8!Q`=4$Qh@OmNQwIW#eq zO;zxp^pBSN`i|R?{SDlqo&cLeDq}2PjGz?+V^bWDB1c^-(D}m$=I!0ZA!@#II}l>@ zxRvH9r3_J>=F-UXDvW4%YCl{t`qq?8Fa{h`tN{%)gCO<-MldaVI%lZV5dhOrY%#Xx z@Ox|RCut2ZkI&%E6sh;}m0{QQ;(lIUC4Dz4*2AWV&c!~dpK z@X@F>lDVEHTMMGE#fPzX9C>(GCggSQ6n9cBU>SOkp8k`h-zoy+DhGZ{LF$wr^|amq z8XKe?aa{AGFDDNK)`XA+8(;*Qm>X`w)C~eQznkK-xOq9KUfbypcYT3}KKCp$4q~P3 zG01x^-vNd=49HX1Vx-5L7)>KCBi*6@Vhp3jjr!m2G8CvFJbtZc0$vV_xdN}$VUvKp zvuk5F$YE0D2M}vbazyiNxDOrXKhNrN?VoLyA>eH16f>*lx+sGj5D&3H`l-|S)`sEb=mJ+)kynu_ z!D4MMktCvJy~~4Q=KN}>_aE#@1wG`>S64+T3W>}GK0~q8WGU~vzu$qb4D=@@l<&*g zV)=ji>*DPE!PsUUFeLP`riW~~3n^ewV7A@q`MBuM5j*0Lihi7x4-v+rco$e^$wzF& zMEm}3*A00mibQ3V!(pk%rbRS?Aa2`oZ{+5TYPpDSL*49(75yvxnr%VflqWt{1B;T_*l%OvrTqwSx!^=(vF`!ycRTp+k+i0`$D?XMR9qs(t?z&}T{e z&jUW~?Sb*VhY;lRdb$9LWR+ewaG?zzOr!g4U&g96P+7ZQC++?Vrj6ZQNUiT1t!yr7BW#4@KQAs|;_H;xKH!Ho2P3|!|z0=&%jkwc%} zeYO_*87o!!%%D4-NHUx_!yjHlqJ+X#1C+rSD>zak*oZldGkL)l>DV7L##3ss74;c$ zi|=9{(SRrvs+=fL;h?`Goed2V{TVS1S3d&Vps3RP9-QDk$%zRPB;BYqaI0Dq_ZfCu zTKSfLyodE$WIheQp2oMT0E)EbO`4guibmaodeaP1+`*GUIcT3 z1`BH2?tT_mXKAvt+ZdQE>o;F)fX2Wux^#9}8xnkc3iz;(A&ipW0PJK$9Rg2uaIb+r zQCf0zLRO#v$k1(1wq*AdV1#4}87b3g)xT2#86O5fK#2=k#+{7S0x|3wy^T=)9xH+~ z0+!Y=RQ>Ve>kWyn>cklcMm_J&=JRmGuKv1Mx9j$~Kbq|HdOkZpZ*Ol84G976?&LHX zLkIH*G5Y~gH#|HH&}(Yk?12{|kFrz5{!M7StPc)5zhXGtLlubS^)5YO79A zoar3!OUKliwd?qBqQ04B#@d?6aRO4D7JZ zkc-;AX7-!d``cp9&hBVYlA*H>N_k<#`dxtsL_264I#L=P69*Hb-bj!mC&?_9*jLAB zWO;u-A@LayXs3%PG2)2^fWPJji=Y+SQ~48quM)uCP_cnVa33}}1U*!jF-Us&9b7PZNzX`kf+opI-TrBS$vo^k2X4LNfgY7Uv2oO7L;X6yQA-NhnYk$hy~% zR?38YD}+Y-!Jgo@1EcpBf4J{Xd*A&RQv4&K1jwZ~0EGak=6v2Su|mWjKuF-a;P<_t zd=ejqJj>QzqW7_ozg8xw z;}B~;tYYq$hduH*nmRPyrauVowKbZmp952lk$(?1KWGhuze6v#0E z2dXwuRjh`xE9Mo2;n44=E_*ziN5JRDX&JxG44*#J&pX6W55GBo6<0ck;NY3fiIJ*( zO`6pyIN$Sc&zdWaPQ8MglTdzRP5Q)YdgHdSmMh_$C4K#kz%rUl>SJJZ7S<2RCTTPx z8OBaDaEB@K&}#%ikW8BA7XX(Hk=Y7Za<$eKe**OcMf{w-Q_``sXTiYqz>Smw(FJk2Qv~q1HsFlnlY%9JWB6Wi%MNM^OTrEFZzwBqfi2 zluxPwkXBl@rE>cc;)#@(L5=_cbUXUrydMB_muw5o*9puPJM3@kH7;I|u+5Xv5!G8d z=c1@7w-m>X%{C+qwRQw6_c``pI^rr@JPFOfD&p9CWUa8DcLF{Ez@l+%q2DSJSA*g_ z;q8|6;3@B84L)rVs3R1_8t6d)g8e;GK@mbhao`3+%K|l3&`Xw|`vbs0iJV{v$kD!s zcIwnPCUN#E$+b7xxc^$-z)w()v<5Wjvm% z$1e_EBr8V0N5tF&wuJY7eE2c9g4!`x01CbjcSR@YBbZA?CpiCN=&$J)e?8qDvPK>0 zN}nm%Zk=CuyWmOLhLeuuCJ+_TovAZzAi=%~gh+L#AnGK|dY`NJix(qIUw?)1wF>BNO@7@C);A zGvA0DUko*)N%rekJymT`e5@mE=rCBGedrhvY=@6wR)ARz)%dOTGg@mfR%u}sI4r?X zn6SUh4H*NYKHHbr71;UCPS5)xhTt?9^KI8IJLmZ_^I&;We9s=7X#&_qv;cSFtre($ zn6hh3qBk|aRVeBKP36YvSb4IaxL%hWb*a88wY z@;p9v`@i=$YvbqtlWLtt+alszNSDm6JRX*6~s|IbX z_}obV)$#kasTdk$i8;hEwz;(JNEh|=Tohyw1fY&KKDI;P!}vixHZuzoIJdRhl|t-r zNHdWid1&@$x$~YzeU~H z^JkS_%L<(B&~5i6baE{!>0`;!mNseAvBALjHKe?oQ{AkOK^A#FA@gHcsrW_+W<>QP zx6IPGsY53~j2xJ40@>X<9FNTa5C?+k05XWp=9s)e@<^_fN?&}(pJ$1o8H9K`d_T`N zxP{Pz##`rDda#l*ph@hpCMsD5-{5quQjjESmWL^mcZQ@!OfI~BY_nWU5KZR{$B&JZ zh;rA|Q^a+xv?18e5?ke6s|fzVK`ntk_($j?aV;>nJHQmR<(@RV2$t>t5ya$63(ybl z4o&EeC~r1fDai-!3jj62G&UlA>N$UDL3`NdGsrrVDP#>$oz&Co0P$}& z7GgVG@6yAWuKXz8(#<@brG?eh1c}()j}eC1u~$gnJ`}tnQ9wvgx+*M^GbV~eI|e*2 zsv*yFeI>lPVjKk`giSnDK8+^>{{OaXYYQ`k4;zMWKOJ@sA&9m6wmL0ys#Wo!!hol1 zQ*PxhrzpTKSOS;|hgYgRvYHQi*#4k(6NtI)Fg1niz0@x*SaKxaYyL=MpuJNSVz>Zd znvIPQz54+Y<3(Ho6G_XHkWRL*fzsC7XO~x}MOOzB&$x34DlgE$ZFSC(?68SSxKe(p zph37sUvu;V+X>cmB**iM)Th>iRq`V){b@rVziAfK*$dFqy$yiVKWD06`_DiGfn|Ub zxD&t8kf5Y&Z$VJ~8U%e+@gGV~V^7Wc`~dtt<8tA$#TBIR_hX|CsC~ij$3W`qm(4qWy-;9ulhB=Ojb0 zr6|R^%D5GSX?su+u8+(v1@w*aPD}W+Vxd9$W(otAkbFVm^;`pC89O+$g8IYT<9QtH zzS5ib<{OakEaU*@NNwRaUYvI)ATIT+T}(t%B!Ckw?Hgt=IqZ1tAq7dDw*7gF5$nMQ zcvJXu>)OBed%g@hNku=>1XQsk#dR20RHm+$udUWTt1q(Kc%+U;X!K+MbY8y#u^;6Y z&NsN(g_qHsFaiOa`eSYvKUaZp9HsjQAVL(`s0VAOBWr)V?_9a696T|ypF3r^8{!+o zolQv*5VB(S5iOW|Q{Hlyrt2RenALIya4=tL#p#SjVo8*{N$~QiDOdZxomiE~3`fLpW;km417TF2h;FF2}z8k?K5h8n!4}7O#I!IlFoqwd7o7&SJ1~@Y}uK?tPg#v z0RDxvI{AE|8;DwPM0?zz?4$*BNo70%WQ6Ksz%jH|4}J{zLQgW8j=DIp#86BEoCs zyy>PxZ0rlngX8Jj;cBR~>y9-&Bv1!>yfV2j**yU_wr>k?f_p%TY%0wY)~)DSuYz&y zfIEEjAWW)Xb?&ND-EDV$+#yK-VgyR6T7@esD%VFas&UIIx>CgYMv>Sll{);T7fhF_ z#aHC*Z$E(b4j<32S}J&>2?~jSwQ8d*dov$@U5Ttz9~jiJKqGrm$DCvyDj?YU?we4_sY@nXRI+^_FCHE0ggQ7 z=IU#1*_oqMly+;EX3gF2U+g{g2BWZgYXq5;Diu|+xswI78ePpjJ-(&WQIvdSh1b=- zCir^L&g}+@PLiF>vDsfXcGpgwU$&ZWzG&|ON|$bzj9xG-*aZawnBkxv(2_=isKqZM zTOFg5Yulu6H-uXNm((|cYYDcuUCv@8rap?6<9x#m z)w$zQRJ^9dMx}ai^;xsSE@6X)= z3l80Rcd|H20VE(^V<27l=||Zs_{#Ofnkf=9rUwg2FTPxK^;EDmafb(el49F>pJV+N zKQDW3PV(1#&10+A)^jXys}g_3$xZ;vBh#)g1GblrOZ@eL{{nyu^u(2Y z=13KI>tBz!Vjcr0xREX}Wvny;$;^75en?j64JLJa-|>Eh4=kdjbS%Y5&4;R;i?Sa@ z9urNN@q9h_iC>x_AY2d5^QmSKC$ex}>uSE`KtnOVO7#028R^``IDVz)|2bwjNX`3& zYZwI}v2Hx9R6$aYxR{)*Gy#+Gj$%kOAosQ|bV;=t0%AYW;;bz8b6Znv1~?+OT!W;&uWV>HM*2kDuj04Jq=;?KE(?rL;VGx+qk6o3RQ0 zm%7AwHu5()O-dH+HeTiQow%o2TAFa;es9(X5MW}Lz47JC@d z0T~~fWUGc_`Nedt(0F`A>C(_N+&J zWzJvA*nLmwX}^%W_yc z8iG0gH1Z%5YP9CIbj9&|u&>_DRnz}B6C~CxmqZc!hMxiK_hUbf)-yN(=&#R#?I<^W z$F5%OGLB29I`-g8u9t9)wB{bVY!(0E?URpP1_Zdh)#lzH< z&NctyUT92Ta8Nk|oxp6W#Nv@xk=He8&HLKK4N&PLHvovNXBXhyuBw`qvKcE#ub=`M zw;vxvrYgbkT1CZM8<&KoGWR^Cl1<6y9sU$s$ebYR%8QT@;5ED+g{OBZXy0AXP^mbQ zQdwB1^*hlowF#6(fAypRcW&~K8G(B?%41e@?AQH>SD^4O;=)HN^!MD((fcNg@gM36 z%db&3=6UXU3Ie5-pABInoWrVT$?F++`ag+Q=+SOPyKC0%xEkb#Fa=-8`uiY@HMcbv zE()L?3Pdg=0GsH8b`ke0@VX3+$0Kc)VbyuWSqx!H;dxYQBmkqPm!!RQ_+PKt+8?aBnfT#F3EKq4H5ALNXk{Z9Ei)Y99Ki;ybggl*vp%YnTR(514(Rdb{Acx>ktWyWaia&Z|2 zWswV}z7^HIc>X&RzyhB?d<0|EHGli)oMw@$>7^UoKmN&cD`3f+F6s5uRUeh2n6IRw z<0qO81FRW#_~M&FHuaJJjB0d_c@(t_V3 zJ@1xH=vP%t&(=ICTg%@mUNCd7P#wocR+)07QuawBT-fExN5;!&0{V@R~&Yqs9E ze2YR>`$?A5%r(u;*X0r~qEEFbVEv!qk%(%$1&^CSCvEdql2)-)i>G1nwZ7N(U1-Je zH&J*wuVGVtqvH9P;FZ{#wqYR|c;#Pf(THcVK`eOa_w>%c#Q$}MsdK4Pif+q@rx2~t=XYM^mv>&LMcEcj zq$^e;C22}7U*c|$>#bZWOaSlmG_OkXl426;kEsTM(B1`2(wc#cxE9xf7J`4i+8Gk8 zLHFr~@0Yqxz!ovoyd{Rqq{&;DqK7c76%}gyg0e8Z>Age+yyO%sQUE7x@VmREq>|T~ zKG(4_KMNjoecd%>97o;RNuCO2x+#IY)}X6ujZWc;YK167Nw{mm-5t5Kug$3?PPeK) z;~tm$k+c+R=^CLOxu%&VeW{c2c9Yd-_Ema*?Jy|eY9XYy7>782 z^FOxb*cL^UwMjUEX@Ks|F2ETkt5=OtPos6OOLE8SRg+U^v%|WZbfhRv#|UPb$8m9r zE*-SwU_GPkCQ&kmB0ey!(0bI8X0qugHxV(h!25*TBKDi52Gdu={UC}@1 z*)p)A^8~{uepFb;M~*eI@S#4DKMWdE;R~i5C*p>?pf=pp9yPf$%R0{!wp!PwR0KHA zMiA5Z=k|#`D(mNQgy19k-o&`$SNFl9?gm9dLxg&|z}8tgy(^7h9}(n%*x z8K0}J{|=7FTmUAQmK^_4_*+D5n3oSdl6M5y?Y3@q^-e1DuneS28W@pJB3IR!;=7S3 z9Qs(eW!nEkp!eY8cPJ+fiMDz0VyB8^>Q_gwx=KlW;*ES;BK@uOAWdCL@Q>yJSmwCl zV1?c~3Eylh{#D|Hwa8odRwL{?xC$~Eg8JjM?2~?A(g;v-uP9^O?zq(UhJ*i^H+d9c zYu34>1Jmr*mG@S=X=y``rM{PRl;}pY2mVxa9z6tn$V|O$(tA5uSp?EHPbKLbkEwFA z4o*tZk;N7Mta*T7uB*5ds{h|Tsop!=w7cjHQE{~?>icbq9WEjh&{XJW7hOM&22^EU zkxfAESQT^7ZN^^JYR?OHU50!cI#%YH7UE_s0hMi6;7bCg|5(~DPI2O+gYfIdP;f6= zVNL&wOxO^Im#yV$__*Qj?dI>l^jc6(PTRD7-)Wn!6Tua3tngQRo@!INq52;l=WbRX z_A^@ztCMS+eb0l`kKFJ)ZY1N_)K(xvJT3rMoRqN5DNi%2!rDT2(H};CGb&xMBGME5 zgjj|Nn`D++PD}W8bctHklDESTa>VBlNq;@A72t}h|1Eqe+}w4*maC-jcG~bY36sFT z*!`X&%k-2@u1ci->yG{PjR8p^_Kzqu%momDRq{PDV+cIN739&?T^sM8kF(7Z$1 zfNvb3gW8eC0#Flf2^4&fa9Xk5S#@nR5iDPN61;(P_}Zxs2|*olk&WwgP52G1 z;`vz&m`|}ZC&SU*Cbb>XDFF^lGT^#{^+1)}>O3?>q68x6(Lcijy;dl;PfTqc>wohm zx#M$cLm)PUvD3e5iyjbaIP<1QnHyQb@8%teMX|am{cy_4FtDY^&_v}}W_TJAy-3FZ z+9~$*4p6urOW#Jf>(9D7XpE$G%@;TcC`Bv}Azgbol4?tkwU|~|azHYW@7CC)y4>p6 zBFD@o+R~eTKVxfQQ5mn9khXS%E1H_ejj=t=KM0|fMcc01+@i*F-eO%hz@)a7cwkwX zsF|>un)b(rWIx7!BY3IR(L4mEEzZ8hLw4{jZF6Zi9!K*pP(6Xx?{GrI+9IH8xHWaA_Q#>Ll})*m6kR9ENUIWktUkOu zTDERdxSDrjKn+5h!SOg+sYEQwQ4V>`S+$87uDKIz;;eR^wD$Cp3;6Oj?=qzwfk z&gdxIh#@;8FbH2e2t8g9O$hsi^f`a&)Rl6yYQXVo=n#2A!=CQTpC3)!-UyzdFvg9Y z!L_8nrK3V8DE`6HokLb##7?Oi4`0GOI8R7zgJ}aW8(RHYX*CYeq?=6Ol$?>y<_P^K zXT(u7f0lY$5~Qb9!^*gj{VS|;I-dk(5COPBBw@dykh%@NovwFDsA?&6No%AS6v9DA znm)&nYUi9ZjYmJ`ZD6SDoXOUi6>k%gMT=$~TLU4vFZF}c6;ZKRSy|O$zF@7!ht$w) zGTs#cRr|NSr$46yT1PSJbl+1#7b|3_Ye$)rE1tehw&TwtR^*TFh8%S#ME2}$Lw=;_i(ZByO36Y+sahH&eh0j*5N;& zzFdO%T)8x-W>dxua+oVD*;ZhSXN6X4CHjC{#R3e$-xTJUZO}f$ zaHWWogBbf#L2rqe#sjWQQC}y0p-SAOzqhixe!e0KJzPO z#zWSKYZ!g=3LQ_Y)KQB@56j}$o=2NxNSwYS=2E-kOWR20oNO>h*AQ}5L%dsCi&oQszP$=bXUc%IX`8Oj$!K-at#dk>K{M?UV&yk0fEK?4W7Schh4uD0{h$12bW+-3n zWE#`tDOkUrOXp$X_P`B4q)Ic5zaA!T7Z<-t!?M7p#!cf5Nzb;Vp*0>=Mf%Y(Y+&ss z#lW-pe0d~io4l4bIWIAGP6~R`L9J;u?LQ8;jK5AQ160Z!DmW`V!`SKknq? zJ~ZVr>y3At9%4V*I@ERkq*2z&ic(eoDCDRZv6hWo!bGQy2MA87ucT+j4l8q6QK4#R zS5cBmr(|erwaBa1AkpvP^{nh@Sk)n9o`_qD7@3x{Syb|r4Wg#O)kz$U>)3X+#H@h#`$8*sbF0%)DB!xjO#{JUxJZ`0mNtVtqidR$4Hiua6Pw(v)m9Sq8#Cvc<||D=B~}l_Df3Wx6jmr`0OM zfO=;VK!-wAOfgR1YEg-b;+*X-P&6vhIJHU_q>E%c#7kJLw({Wa*~yQBUp2Fn6)p+| z2>S0^(Fz%ObE#|g1q^ktQLNO!%PSHEYMt-Tu#Vo(hB}CwhZ5Bp9pp(~&lfC zx5rW7o=-YoCh15rS{}FHbO#e-T^0HrC&6R_=%fkI={8h)>Lc(NpJpffeC75k^pKVa z=@7UhMLieB@(`Qn51_`~R7@wq55sZF6hYW*7|gJ8GWR5g1ZIe7Yu?bWfBij((l?s4 zh!D26V9|n;$7+Qlc^DP-e4Y1v71mOjSAQGKEHZD0R}XKZzCQ_p0R}0!5*Tbzcg_QV z%Q|ZYC<{D7)x_3{Xjb3e#PyXblDd(K8Cq}GCA?Ga`y$071t zv_E4QHj} zvbpBn6A$E!mfza^Y@4LFUsd&F-g&=95mj(j$KYTP!PcHBXWI{^pRBdBaI$P}_?}i) z-1vK`I=rD)L71<5l@a*n8_>A|Kh=Yu$L?-8J5=KGD`Ix7V18TlfqIbmb`el_MGigY zjmHq9%jlF5My)c^o`|6Fj{pJ$gl9B{HhjN~W2jERP#M@O^zr(EN}EM`hS)YimhKzb zRFfs#(U-A2ozo$lo;6)suY6opV7B`$jme*)!*~>q2u4xcqLN-<7E-j3GE`my<`5K( zu`MFQS+8UxC8D@u~z z`t{es40#?s-)!NAgOl%uDP z5tL>6x~kx{#S~cV3n0H?LQxUBIA5IeNOL~nDIpoXB3vn3MTCaZubwLk7Y|c=EYpF+ zRG2r=-M_si2H40jnt931Y6oYkZ8&wYJK4&RX~~kzYH=c4uIFT z@li_1qWtehn8L(Ep%%*#K)c3TXLs*6`8BfQNg4Dzxr@yMsK*~(5q7qK5sroADiRv%^Lc z`^j-SmNWWVjugdaKI9Ip>Ax0E zpMO_Wn<9p~oaHY%)70YNe;@Bw=dgZLt|OZW9=b~RmT>Q$$8uCP zvtDxcYdDMCU@p}YG38(2)t|~t_a;jpN;ZFct%!c8tOeK@exz` zb2CLqSavTRINu1m)nv2SE6DS%;jDp;?Fz^EmXJuc5T_hZ+Nn8jb?Nu%!Rg45Ap|aH zK%lx+L>`SFp{Pw>(;$)xY1u6-*D`*<1`o@uS6tN4+6OiaLtRfflor0WV530idq2ox zPGyj?C^(Lo%rye^MGC_!l%@C%BYn*}vr~B)^`REU-E=^h0rhcjdYprW`IW3pZWBpQ z1!2=wW)2i<=XcZ26}dGo7G0Egy5kRDo%T`TAG-Gkzpbrb!L=gOt=LKft<*%SvjjDl z&BESms}^JSaAV5*sYV=2XA0I)Df^_dc8VpGl3gB%JkKBGhUz4`#i*uVCC2S5BbXE% zS$_p7ZAjVW(Tz1>sAHK$a&tSMBd zhYF6J@iVyg)nrr%_G!O|7rDQzV#Lv>>-TEt!5d!UOBjIDE8-&3`Z+UqJCv6cV2*D_ z+9TTH?O`huGLlUoth1GC zTxCNqDr1k*oFp2#UMD;2r_kRK%f67XJw~hAh0g6Wj#(;38-VpRYIs4ZIUokt%cS`X zaVXB8W;+J0g?Q$(R2IG{GY3^O z_3Bat^J|dz!KTtHWJ8+v_-r1pu?y8!EmGVk>U3eO_y zV@n7qI(+sO;g5KdI$@#FtjZ$caLI$Hh%2MF=*Rmk>vkv(eh^82@^T)5U}VA6R0U@# zP_8lMFUk~uHX5)V12Uc@z*Qm#ze-l?cl>}Qo0HdO^R5$T?jnL6#&N_VmxB%sMGyYY zQyG1W&lL)lX`+yx@lJtSz4Hk5L8Ie~1oW-{Jl3);g=2Lu9a3}7tir-v5DG_e7i()! z$<#*GsfU0>{9nQ^6KdB%(Vk67?PkoJ5%Br4t{Z3tsBIKWV$#O2stt09v#SynS;yB4 zQv%F}CY)0(R>6FwbPb9Gsy!N+g{q?w1QCq(9YM|eUQR+n6y_Zavfe3@^Nxt&pxp2dyjiH{Go@Umr_TXaVIGPwGZ z2Yp}eVxnWTuiQWodh79Q>7I=ih6nOOjJXR;5cqXcoF5RTIPa~wB6g;j&(XzC(Gj_q zbNV%*A33KU4u^t@j~)&S8qO1f&Mi`ShvC-m}$<;#}>}6Y;RqJQ3uQ_iB_%4ie z7XE~#QOpKPN`^A9N%7-}M-3O6(Xw&meWRTkGc_0&vY8-hDk+hZi0;F}kNboJ7qE`e ze|tzm(Pi9|&`0D<$uqh#vzHjmc9`g1@*|S?@E(6D+g7%4W`5JK6w3U8-hv59_*E4* zR|$7*tmIgZ$?_ly;9UApVf9fBeWOP!r-E@#?Fy{GM0Nm+^SXgea1C{0Nr6VA`P1PR z#e8Cx0yc;)zl_ts%J1PAxlj9Ye0wHiJD2m~JKt>@kr~=ss7PN&6yq&ixyM`@iHZ0l zVwrcS8tP=zMuLf}f0b;*;lUL2-{wJXf=Qr1=`1L@#rhIBeLWVlrh(a>*X8GEW0F}x zrlyltLVKcVcB!b-AYfXkoGY$&6hIz#X`#4169d|!A-_fw_Vu0TN;yrOy*W~PxE1PR zLUE}u)iIL+z+WmMr&#)ljq)!${%SnX-aLMivmi;cbVxMMArI4!LH#y0a~*{$G&La@ zf#p#c*^XU!vVJ#;k=|O$e94dtY47%t#A}(bqz3oOj_(N_dnSzF!GOR$G2UIu+jxqd z3i^L8CivU0@v8%KTqsC6T+_0l5cU`C>;A#+;aEF?{YLKvsA)XwAF%w#0yu77ZicT6-b(mTP;bE6w6KnheX6hiQ>#MfwSN@8CiQ^9S+Jb zI zH|b$HBC5LuLZMiM5-z(KAUHbyA7y=ix)2q3LQ0^&Zv~c;`@bH?yjD-7dr~vP$}s@mN}+V*Jh!A?t?54G#K_CT_4x4+;$J{ z{*`0Kv8Lr3hvrz$@M>X3{p*U%)ETYjqlNo9p1nbl;T|jWzy})P3b@7oycF2ah=o{S z^N~iS0YKhQyGNJ?R99&cp|Q}s!m;qJBQ*K_2sbp^Lk^?uA-PKpH&@=UQ3=moo%Na0 z@k|Fsd+NCAMV-bR9q9f}O3OFr7*a1aSp%Zp%`!PYB0YE=1(dE0=0z`*No?$crOnTi zYF{A2O3HjVIF6#6uEEI)bI5eWl!CSe$07nJUT7BH=_8pz@rwn!h(2@D@n$Q$BRL*0 z&RTiX?2}=#Y>w@e2GyC9jybLkHj+}umrN4kGUlpma)B;*-HWF6)YCgRGxclYlG)O^ zo~YM%mn!~*pa^_FUZ1D=_oLf5pcev^BI5C>>@Cs`hbJS;I%&;5vJbXz)~+Kx(r3;C%E|ad4Z8|jI$UdOH)A@fu){?~NeMmq7%eKx z`V{Oo#6cyESvO6ZD{Kk(2vL@?14nxD0{3U>=^}?~epJvs^4&nPGz=><8KS^F+AXT2 z%AEc6cO%v0P{Jf!J!vvMIjt>qVt*#*JKlhOdu0&s5JlGSS@>TfI%{%Sp7rD})L&2O zeF15M{sQzf!g#L{`}Ly1u?Vs^9_~*5``6XOy1;U*Pl|Z~t0ki0djq#G zOGPt<;~6lL9Wf(8wW)r;xn>@Xk0PByJKwQP`@N6195im-XC4iHFGb7O+l2Y5)|aq! zV-bLSQWVdkPpGXmbZp9Cq9+G|1kh$p0VBf@H|5FSj%9Nm3#JP$RR~9nouUP22 zC2nz2-0e!g8c_9NP>vq@x4h)dFY@Uhpk{;h5BIBmwM`q?KCeHSF9;nz$1$16>aUY?JFqiplEQv#!UN2-L zp=i5l>*GE++G-z}b014|#I4>5&Uz^N?CY{mRN|1nLNkHc^8z4VFlU)ew z_W>K6(ku!Nc2^%QHDgUW*QQWi8RM#ll%^*BiKN}bbhd+ad~V;@g)?~J*u}y ziq)2Zr7nfcd2#He`SJGH=Oww@Tuv}erDovWy@>I)Eo?DvZZ}|zVU{mph-hI+X_)Pg z6`lfSQxxXA^-2s^r`(0>!^-_4YBWWhTG}7V>1&ng?Gkw#ChZ!|@+y$h__^Ms(g|da zgcL7pW*bMuNoRE5D!M}NP!9Yop=s^u2_)+zmABhBRlm?YZ$XFQ$hBblKm-EJY9M47;7kC2;!eNa5;8;pa$ZK#fH|na_)T zL5F-NweEa2`hpU|uheg&Vp-Sd)A!Prf9^w=*({%2h0c{w?kQ((Qj7p70WGsS_ zlbz^kO+_K(CFkAhRjIO2Mh>lx;Dy9U=Bt^FH|u{rerd-%&Sg^S$?K>vZ0ZA=V@W8C zn=k*gXH0IG6?j?=S^v=cj#$6-R1?Zy2MbP}W6F0A4l=m2s2wLD3Tv<*M#MUC-zv0ousYxrs z?-P4fUeN?@d2H3q7H6m9FV!7yXT!_cUx|_qxuZPS+}Q_xI{E>+V}z>|-}hr)MZ=24 zal>74t}zSx%58v5a)?($8rK!)_Iz<*rWsdQ2;rq@z&Zm21{pFA%;_V~NG`Iy%8}(FuiV9~ukPcz zF*Av&L}3kP7#A8Sl^jgxpNW0hJWr#*)ian#7u9>12q7@w$?nEFc<0Td zI%=5|@4hfRQF}Z##C5beA=(e}#`~N#Zjj4N;(7#qztkBB5Sa>aJ`^+<((Yd%?ysr7 ztRzZxeM)6X;F#c*x4>jj8ZsWMk`t`eatY(Q;(jhh4ED~CDw@8mF^wr*?OfcXO!OU^ zPk(V$gii-fdT=c~pt6xW+%?`r)Q;i)uzUfhb}pv1&!=trLEskh^@`fj29cpQg|2at zUlHYHo6W zq8{cES;|8_urW0!s;z@{jFDrf)1(pceiRikQ%ck%Y2Kt#xw+svvgo$ek?ZtXT;q)B z9SHyNqZ7oNF^+Zz@>=3p{&x6G{GI010#ful)>1n97A}cfCi{iP)?;=}0khVZ4h~TI zR-yb)g0Dw@^ARF1ySG~BM&YIuU(_T4WYxlkH8h4MDP;NCKP=fnd&;=>3sUU?ex*sS zM%(g>Yuo}3ktJh4wa%P6_gteQ+p(e9Oy>v;1z|q*OFKcgFwdyLS~~Y~GV7JbjGxkd zO!vSS&A=~CW{E*!ceJjrDsTIW8%>~)7UlOlrKU8!6Zzh;4EG9)FEt(+zxLt$&(?@Y zbIh1|qnJ#7;GwU2_l1IK(5&;vyR8uQw-j?BvN+-TypZVQvJg^LgG~Xm={}1`(RjN! zVDich(!q75Zt#QQbTmr7({%ph8eQEeMIday$KmJJdN5@!kn;r>uNieUkOj0MgDNnt z<%NWVYj}XY$78yV{WNuvL;3;=!}d$$y}-BhA@Q!FVLSDB>glFioSCyAv1II=fEkfF z4GDvMgmRUEwYMe+X~@NH1FeA|1Bx*D&KTl2a6B7Nz$)o-R%Y{-)A8K6JdWpskGAJs zl@?F(3s^2on7)l71Yz^vdxQM@b{mkepoBU8T;mQ4OA&Cv!V$&HnLZAee<8EPdzfK8 z&Mlk0DPgiNm(tq>BZna!On?Sh<)&YQOjloqe{h@85~)+uPNLxFzFd5q%s| zE%QhzmO;W?wOl3!fdJxfomskVGFhI%e9u^tt--uE>vae%HN|>bbC9eTqXD)QbtUtr z260=l-|&~WDY;8h-s+|ty5CCiTSM~mw+vf3EePZ7y>GxEDuF9h_kYy>kXgK;R_rFzo(rc0 zMJaRBE!0$bT?#pn;IC+M?IdIQeWh5V$a57{+@gpT8bjTrlLc)UWUZxkoT8W;(8z8u zME*@_^wZToO}oEkPiu*xdkw|m+6qd{%Q0de=Jb4@(hcLdq-yU}t1p2uM9KGMch$ya zJ2Z-2O@z-rFA2+IMzF5GO9uZfiNf}2=(`F|H0=C|it9u;x;x;C%#SM%C-FVVO|(3m za!C;bjx1>Y>Kb&leLaME-_oF-({=(!z(!s0%E_)Co~hUV6&)lE;}b_#hba z`QJ?(r@?kEiuzKT=WJeXX7206)cf(@~X+JDHmw@tG`!y8%DAk36sBepFjPYsP-f3ueji^~Zl*7(LefL|Z8q zbUn5=@>4p!3;H-hEEJdx`y-HrWC>;24&EedG>?>KSSY4MB<=jsqB_G`(+Uo%coUkq3Wn9;Aj^~ zeOXwU4oBA{%KIXHx$X@IN+ZZ?NMF6y5FE8-^ChCODur{VA+||)eBzrm z=r?Z=afl%cRV)e);03f2h8`|P0x)rF2k!m9lrk2siVH1}BbMlx)8anS4v4fJp} zAJ8H+o1d%Jwx?29Igtm=U74sltgtUkGlUy`F_6emw@QUHBKBbff?L{Uy>*wwDyg z;S0^mAXImTl(4sX_^Y4v4&sQQVvy^7oB7iz@}u%&cAs_=Pum)CA>QJ-O$L?4JZtwD ze#;0kZzgd&1N%!$=MK~lrfAb>Mr@}r{zho*JS{^`Ba@a$%*apN;CIDguBoD45N<|J zk<`DP%Q6yj$h%y^N2{GDAS;thd z%t-M&Vz4AcM7ItJJEaLbAkL~yl7#?I=Aj$qk?n0|#Fs|yerxardGZfE=^fXRUo}w% zVK|u71{O6qw9}Rh{F%NCDs6#q`W3P~(T(*m;~s4BmS8w4D3e+Rk7Yl`Pe)AM<42R1 z$JzaaLm1z}=4vAFk97h;;w~<95p{JtZzmK50vvvQ>s5mBZ|!=kIKeEI^v25RVVX;< zy=1MeuLy;_x>Nh&GOy_Gaa@ZxO=f=?>y%FQvR|sgs%E&-ha06Or<(O|{+6Ad#Xg=RuCH)b0?@i@4l_FxU}T>UkOm@D+qJ zp~>0J=R|wb;QFzZO)}kiz*E(yCMMNtDOyVxFN+iRBwX&v+3|7Bt8E*nM6!3k>v;>i z2&2sR5`=;+Tj+>|?!PtLQ!pt{nAYkLuMUWJpC00M1V>R84E4#^N;#9TlC9t*4We%- zfMKy$M*kQ-jxS0BB_>jpG(yykK#`E};@KO{NIZUHx47*@d!`_7gnEDiAJ389}ZbkowUy6t6 zEfd+KIU2t+mCDhTMYg7GKtq0PF^$pQ+zFMnLWW$sF6;D9 zizdsfH0u$uhsvtfA{!H*0|$y|;mEmEZaL7h5WCNf{pRQ&QQ^Z%(ycfZ9o@9NrL6n` zp0c;&FCyh8usMMKjwr$bxb%x# zu<{I@i8Tl5I8JI@GGHpdbMV7zs<+t+bHrv&uB>8yL6cL?@1Zrx6}o&j;$~Pp;L!4c zaGkL~shEs6erZs~=m{|z+sAm1NQ-92FYpEjroC*F9wG-B+sN=TOgIkEC)!0cWXTC1 z^R}<6LYNYopr}RXcddYW_o1`aQ$Q9A{2Cv#cx+l7 z9e8g;&Y0b*ThJohN}1+LH|AO)K&&f2imB|h zjt18PeVhsnZ+OXzBMIkgih2n=Bh1G~57)4Y608O_IkkBqJ4`>0mr3#62NR1&q8CJm zja;kGo=(x4Jk+TZBYZ=IGH7kp1ohjb zZbf}2@P}{^#G4#m7$@EHgAp^L%52h6#z<~kxzX4Sf;8M9$lhkT?1rCQ~;ri}@#wOFSIn0kC z>)`GuNDrl!(?eKR(Ek&_e^z5b!y0nq$diWDHh9VCIK3=Sa&T2rUp_8~+B1SNBiPBR zY5EVH&Mo`%lz?P8bx3fm3G6tYSLC=AX3%CIt9c<*r;eIr_mYcEf+#pay}ns1wsKZb zCQe05udwUxcUk;s8B=DllQrq~r+H`G@o|1gxrjdPHY~&x7jRHFYDR*t9eHlumBgQ~ z6KHT7sry`s#XR23r8!+>tLuc^$eO~><4sp9s^kr!oa6|rjcigTkWm8%G$pEVo|=?2 zSmC3N3JBkDS8kj(5(Z5ncaZPD5&XXKGD&U4_*$({05@XSjh(M}6p=|u!$SGPHWJ`^ zW3QcBKQS7T2(&>#qvz(BI!+L2s}9f_Dv41=yx#ayHVOzWWZBHhRtcJ4)9x1; zC)VQP@{<$dko4@u4cTHul7p2kZQWyc{lc*|bm{$?8ERCxxiN8Hr3++Qk8i6!+JQuQ+Xape2G>SiLlg;?f|GbbjNY4OcDh zB(q|PWI=)_oe)5XRsXV@%}V8+u-h*b`)0m1HWKgXQh7?cZtp+YsCL0HXeldGjH2lY zp8Zz9=Fk;N@T4JH4^-2SG?n=Y1h^x=-x_e!)tzP{`ZDu^MWJvxBIR0vO$IELEvy>O z6nM+y&A&kyp_`S)MHz5@+j)0Be651y4*oIT8*t={4r&(oG_FN1F|%NarYWSHX|v{p z2pZ;_H4$KnDOSHT&C8=1CEKr2Mv!O`PyHENZVD>`93*VVSifD67C?pRNlrBnY)P24 z=n|2{4~y@L|J6cFsLAQUD#HwjVF^l0bMDGx);KYa5-G)`J0!0dbL`BTdsw#B=BVJ!oZW0BF20d3_IsiwT ztPIkDOg2*~@bX46ABjy*8d0xGwSb*CTf#wWMGU=$rk*eCVAHH9B;i;-9a;qsOOOA; zFJmhzM9Jmjgr42B!{0*7{~5c4B)*(=_@9rNocB(|-iRqX5*{%jZm2A)y0orRY-GqttS5eD1RXC}aT%bqMHJ!C8O$`BTWK>>#Uj?i)3zAn zd_|#1vnj47V5gm?I=BmTmb)b6J(V}QF*Wv&4||dr`5JdRDAya(h`a2?uAyRb#J9Ur zxp{!4n*}ZHT`0)nM1yn&Cj7r?3ePzB}VZUQzcaU(M8qJkzH?BGyU zo*Z{t-?`K@*4ZptOGtDx*i5JtG_?J~R@@BkKAtHFGESCb;C7dv#za@^SsJx`ddBj1 zc~-(53lsj8Trf-^fJ|eikXnEeja&Z0acU)o0f=a((sHjjthC?gWu0BitS^s$QdWv3 zIfN@t!^lnJ*Z{@cG@^+H)})~|u!2cFMsH}W%w4h+0fdJkG!lM{^d}e?Hb_QX)hoykEDg;DfOHPDvX%YUtVzsFZ zc;STK_o!QW=YRnfPz}W_nORz2MpPiQ`$g9hzHLwvk%c|@ka4C-+Y={T*nkq) zlBC?_K&aceXkpqal@xaPDDLo3O4yUssz8=mzsCW7=lg?Gv5t?fXEjBquZmdd< z9qxmc#_jhzjA|Dzm_m#e_8+qa-Zb1K%}W)SNy(Nfk$J&cplafc#GD=k>f*Z8ze?xf zb~u%nzWjzFyx*jd1x+tq`D<<(Z+}%+!WFR>IU+_()T})>Tri4N`~DQUUsXnzMM6pW ztvZWUUWr4Nh4|8oF?*vz^s;VJ)}`Y*DW_Gb zEu^M%9ZcjQAZzzB#<1c7u}=2Jj9Uyo04*M_CWu66%*qg26n-vWi-nh#IClZ^h40T5 z=;aeLxi}MfVOui>P;f7pF>X2I<$1#*q&Ngb zQ);COgU`zW;I6Segc06NDdcr@lMM`FA5s^v2|bWi>};djWCR?i4Pqthx}suv(mWa? zS*)6Uu>kxa^0kuk?zwoxPEbb_j5E4yO-cCCTBWyH%?;bt6HWjlb!@WTnY183B&%`9 zfIjAAWrch$wNtI)U2bi1IXGZQwenJ=t1(;XEa1gJerPy~sVP5}GN!yO$^&=xuJ zx0pw3bN7$4>G@j}X@>bsyEO>EvLfKABbj2`h9~pF?0*U3=adtffWa$&VHNgB1W{Q% z!+|&%zEWkdf9XEiH58FJUZaaquP~&f(%Ht3LOS3MV70fcWL4#rO40s9PRjQ-T$%@u z6j~j0|8wGJU+7i?*3__G!4RdbjeD+5_VOMAWb(84L4T?SvcV!Y4vaD*5-|I>Qh3f8 zH!yt6inQ1rHxjBJNm$kN16FJL4tjE?kq`Jg1?j(Pr(OC&j)mN`{e(7LlBn5l2lE|? z`iK;t$L|uT7ZiLt?Z&s&K4%CrFcMLi%J)dFj%f4P$&yKGHEdDIx!lojg$U-#g~fDB z!@$I>;+SjWmR(rSyb{AT-p{0EwuA`+gSbe)#+I766i^-f%&s&NvXEW3(3}rL-92o=Qcx8y^mXMi8 zDlE!1{}HE0WkMj@a(8D{x56-T8ugR^K^jV&9*@9{R~DCvyBA`A5F zN|N|5tk%EJ#D3SrDCMb1YLVa(h*tzUbr7Y0#7$q*=cFQYxaHW;JHnAPm2k{2RmDv{12DG1hmjfo03?Fp7(*+p!BWkb-OO z`_ZYaMB!B;fn9%7d!NO_o_Jnz(IA&185Q2qn6a_RI0wNeRJr1H!GlARZJbs(=r-fH zZJ+-QSo&WWFAk(eX^E(v&by9#wI2<(8wkkFBk>b0S%UnS+Vu0Tc5}8Vu-gYK3;jLf z?9`pYJQiQw@IAte(^N!Ndz+1pQu}(4iM@_BI#W0m8>)W^Dy{@ri|Sq}*dl>bAtw0M zV{L#mZL$r_V)IQD`j_g+25A<~Z27MlaTAOk=gt@y_Y7b+zi(P$^%MlQL?QboeM~~6 zJWTF~D!XAtk>AN0O+f@)5(=84!l&H30^GRV_Xv0@)rU9TfRqHLxwXI6!MKlR$= zS+_{EPxIqL=4i@88gGx)mI-}D8{?zL>TCdAo|jY2#j=t7k&`)CX#}SU`A~%Y!;7WX z*v?QeK(jGI3m(8V*Kspqs~%;PbhyM6EVX)Cq0aVqO`a0d?c9T}Vx_q$0$4h7WOq@S zM0})KWp6 z3MiU7!>cqu-R1i#je0qP{GYN2VDvr8Xh-MEWBuFW@%2asbhf%DzVIkJKv?&3?uA6V zo53MBrOr}&`vt-O3=<_gJ*PnO=L}$p=1vfsC!!;?jZ>6W%zA&KL>VZgElQZKXiG`e zWM$vSVmVWvF zZM9tuc)uIvRPa1sIwSe_B1OgR{R*lMV&DYmkk5^x173$HW-(*Kb6ZOrG)NPO?n*8T z=F(6R+f@{jGwkn&gcIqgX1|tuGGgk+WzUP#eU)3nk@97z4syAIs~1K5+sf%pjq1*q zzcXJ|jx37v`IF}guJg&lkM(5N9BWT=t#7QxjzZAqKy^Zm>8pGH8~6N{%>khl`a%~l zvylV#>d@>^N>$>FBVfY22ipG4M3pL>YV9`hHX&SlRg9ev(iXnRNwr6*d;j<#3x!K} z*!lHw**rUw!8V8}uWr$b-?72Zyc;@xbD8iP`KVj$hp{>M&-S=4s_m5(y~_(!1;m#O zI8SMskZ3H?wT(bu!~9PVf#A03@12rx77dnv%N2%lyLV{jO_vIG8K9r~v3#}1m$e!< zzf#L`x^jsYd?(j5co;Tu^gbRJm7aG%{{USL`u;I4hpmp#P^k9^4581LgV+gBKIpTv z->4(t!^d1w|Fd@lr_0zYKDaR?`?j5X8w66WFNXBNqCvJoV~>(V=Es}680*`?jU!$n zMLv&h;ek(~M)C4>0?mqv`QXIdIXVyhCHIQ?_j~uZ6zt;~*3OP*D|PO?0X&0je{++& zwK(>lkuhT3<0yCSV1}K}fRC>q z@yPdgzmQL*^gw2CeTXh7onk0JzTmp;c=fO`b08I1@#AUJ5mayRQ^&x-0DiXhQ)uA9 zXT!4fx)t5PiYsQT!?}3*wuoZ^j^d|*!a06r`V0P^d9CEcE*0(BQ5fEjDjHR0d^5YRMigC=_{tf`3*W`84-E!WCy(x* zpHFyDfSY=+HbJuj&p9{B(QlL0g`w&o+4FVLYGd&q)jn~dBVIq3W0-RjNAQUMST`4P zEyuqLS-!J6rhW?+XI`a|NBua8;E6Z^sLLX5{Dp`}fcO zG7i7{Lt`+aE@gz6-rcJA{|ti9s#nF(nl_dbS&ysA>T$#!{uE=5sz9y)xcBNu^-8%~ zF2#Q~c7tybg+Fy#Mo6t{E|C)kOdqsD15Q+@ldtF==k|ZLnM0r|7*uEYUNw^h_yzQz zWAdRkp!Al{Z&Eo)h?MdL{dfC<;`#5TPiAtbEgn)CG+FJblV$#z<8*JwMQ0fgTqWyl zcY8{Sf8GwFf(4F}fZkVoKiyqiTugT?D|*ekJg%y+yZep6z&iBma0&rIO2wh!VF5r! z5GF+A@BGX+&ujS%*1fax{D9L!(2s$^!GDkCLdGKg57S@I&d&Z5wBYl&lukOF&i?AG zf=S)O?sBohB$MRx=lllqmne~D7 z!@r5Aj++%(zfDd6vh-V4E;jyX3HkXu&6cyWCcS{h#=l5<4y1?wgsM*Gi*Z>D2-(e~ zjf@K7C9}ll0d2b2P9DFPhJGU+k4wDZ>f`#jkH63HBtrj%s)G|3pjihb^7U5d!~M}D zJUl#0&+Pyzpg$g10*E7Bot$_AAE}iq{(Qfmw6?aM7C|)lLdU`q9}%(EzthvDcDv2=lM2>wx`EHxOzt4}zZ0X;--0{#&x z-*3g1%Erxn?#F5Jz4jyX1bq2&Xa0RY_ad)phI~!U&yUyR1gtFTy zE+{Afe8cnaBp>wa-{;?U$DKIWEdE0Cq1cSUAE@mBa`_SgasRfYrX&DVXaB!XxdOgV zfNbWaMz1x=Hs1Ky*y&oMDPSl=?<4GRVv(S!C`CsnExFmHkJ!NHlqjdKQX`8Z3wF1T8Hz2>#RU}N=hh@izfd*KXlvdI{jYn z`$J$MAs~R#au4XEm3MS>0E5u6fknorlu6<)UoQhBF8uy|Je#T&n^%f;^W^cmju^4N zgFbFRqeY4`GGDlCQYMeG01RiS?+Jd;XVwG;o6e+LHf_Dpl7`MiB?OooINIXkqVq8j zkw7eayxt!jO{N1dPshQ5iOcmPlz^hNv=ngW+inP|$K~2QpwT800s|c4pY1$;CYSAs zX}myq?i6592mJZHDqf^jQ1@IPt2_|T)qfG$#^hfCpuJv@eW3jWuz|$?aUR&F#i}DJ zCMG62`hkA_xE|$df9-Ae9Ei)iyStCKKZ9kd*;xn(2*h5yLI3_SCg=uW3fge(OTw^& z;t6>diuS5}pRZqpXt+Wcc7xCemYx({Wiz%{x~m1 z@&yUTKBv|)*EgqlIl^*PN$~YB3Y$Tv&iCnXJQ*frZ=qB!uck03%eEwSP(AtmXVQ6# z>gGF82|>be`TkGZ_I8by6y-|!+;~WU%Hb2EO*rp={<>@&#bMG36=iC(-wcoFaXFHe zgKr(1odvy}l~;fJXZ87CywWb20Hs435hz(sh^-x7cjWYZZl}r|sI9_U%Rud_@BQ2u z9oqro#{YS{9J&2L<@Gm~HP`;i0kBvGXtUK82w!Hx_l022U@ss}=OnGW*iKzKZR-9j zna`g$sb1&B4!n$$fJ5(I?hbf}AOGI;dIH()|FjPLIu?T-FM!qRcYFMN*^ln;?{~l0 z|J{?Co9qAnatBCx=JL8ylaucQIVz5bFvzOk<>q~o>&a};gIDm`{T1}MRGz-s?&x{8 zAdzOiB`v2i3Y7gF&3|8z!e1XwdVyr4JvKj{$^?*B^aqti^Ey+)PXPV_`Yh!C=GN}8 zoh3usttsiS-Ibb&-v_esejL2I9Nh{UTgHeSUtPNrFPU0kEmp%ia&bCv~Z=xm*ix zd*{FZ{lus>IZuA-G1Ju20t_Yi@BLwScNf6H9)Q}j^uD_|I5@aFyuCgC4!kKVEBjAC z_iD2pblrKPs-||wM$kq5z6K=1`|Y5N3`oW>;ME+`V?$a2D4SzOtbTxNJ3i8i;!H>5 zI%6w{{S`oDA!>k5P$vXY+;}N1? z*w4RxZ;*-kJAfUa3Op*u6AP3n<;Q7)YKEv~yvz>)=f%gwTmm@sUo`=>+G=K%wXUA% zCP*eoYu4$#RvUg)_4Md5?D5%_DDB8B`fxyKW zibs5d|51-q468_txxFeX8-;T1|7~Nh2*Ib<%A0zDbn!pBLM02(m9z@3T#NtF6;KQB ze|+WmdmTs3|M*H8?SFiwXvHn-e;jA-m=fSC*=n6L4gWWf{QqMVyZ^x2e`JL$Lwff3 zrO)SqYb8>QHu{SrfHfFK5H?}lqV^3$z0mntD1wIOfg8=?_ zf8BXbXUzvE1;IN>YrBGhkuCrC0EfzH$pr%=8v3sj>}7D33-5)c-Ztu-bK*BcAhnZy zbjA}G0};g@HxYqwk0mjuf|ZYVH%?C)&C1SN&`|&xh2T&SOd3rdEFBC{WCvl4ox&vy z7kWt+M44OCetG}7d~*DFws|Jor3U@QF!$y;tO~@ZuJ3;Hq2g|Pc5YFgcnIp$tCAX<)z$sDjzFOl5K#w1uBSt`9(7Y2mYaYSo@v!lKQ|jnKB%8N>2Q*bs)wL4`ZwovpNpl0fnvJ2!?)8}7{Qe0I z4Grk>b?pWtPE1Vr36hlJW5&UfjX{I1#MCtoS@};rB@$+EtA{GpI4oy|b^td56C6*V z3Im$T#b>cd3<3qoml^X}P-9rAkhM%fda~K;hU!de)QE3YRg=P}`yNIC%EEZWNImS* zt2@=9_CNq6(=#6!U_C-WR2e38uLl>ti40QJ;aoQDaie7wmDIg0pHX+v=cYEyHE11=RR29rQRyR_Qqj?{^+oP1XhRmZC>8}Q4+?}miR;YcJ?WoRA82#p zXBA_vu!l@ouTW0K=H2b@75amFZ25mN_7-4Kecjve3=8Y zw_El!3f5PdMW?D%&17PBZVfbyu!&@{Gd9AFp+S=y`KdTLpLg z%cXwSV!-pKml*W7ussjbhvx@wzHY`bJ@kBr4`5+o`3Zw7=bOtPr0>`0V?aiTF26`iAtC~kZJHOY`oPfeAs(hQPi7Za?R5^Vae`C$8SH_=dd zRF}?1h=dPtqzeDL2)-EUwc0|+V17Lkm4k%*5EqQX3RpS9$IC{w{1Ld=?1|-am!3Lxc3JyRI4Rrn)ps(wbP+*3tOZ4_KSp8ytk z_&?o=s%_#B8P3L#z^0e7qES$6QYvap3=%4TD8X)4_5)FG$l7EKR6(8Ti(sZ46pzhs z-F>6huT&Lt_UU81Mgw+_*E#Ty--gJ{s{^?9pzhdtJuuJ>z!3U8-??0tO{WU}vB!>J z95Qa3M>qlq{CJ;{mD7>|Nf=O~1$v^2J1EL#r>?(Zl-q-E()5BDauCNy#0YgWZ{Hrj z^>I&2GLLj>sEGs5<@8+^8WF@Ryo{&KT|+Hw`kk_C9wp{X@A;@|pL)2O2VN?WGcwL=c-~y=KA&&) zD~ZLv3j1Z?iXbXmmPka|&XL!U_+%Uy6K5CI_45I9bS3ooIH+*p&yfD}HTu7fxeAV? zqtZqRpo1hIbLjvmWlWpTP}*sYFXw}YRSLD~ zv@*=6d!jv2`uIbsMh5{ynL!*Rt9l;AajD)G8puUcq3dIJLG# zP*D?AOCKP&Bs6s1BjI+NXQsMgI|^ezfrg!_Qp!6`b@d|M>aFjaX<75)s~vK9`07f* zScVMrh$V6{?F8gb=SP#^&3P5b}ei zU_3Yn>-~Zx=ootf>9^X#k0~unNc<8&!_)Le-o|}KjuapJNq{GEhGfa*~wsR7nvO7=Rm_nqG z3>#xi58AH5BaTC=8-H&E+Kp1A3>5Dr%afrhgiq-|mM+RG#5fI0!Eu@WKx3P!FrGjy zW~Whbg)^u9^av&dz{vCRjYsFwTq8XW%d>Spc)WAGXwdj2J-Lw^v5>}LcHAC48}Az* zU$xX*B0Z_FTfQ|2-L~{|^z7O8nW{?Wh4f7Mtfu=}pC@t760S@tphY^Qz%jdh8(gR3 zC5^hAdAu-G%JN zR^I+=%-OH1*MZ%Cjd+9UlR)3;YFn#atI$1V7%EsbwP_tRg)}{v(o+LakDtz3(4_ zy#OGCNLxI9@es*zo-sC>_r*4CH}l_1b?cLg8=P}U)B80OV)?Q~jWQ}XJb8}Qky@JC zu1a`hkvH6K7~y*3+38k!T?QXySX?xn(A#O7czumM-xx*P+FIw3P=?C@W*{I*7)C8U2b38MK=pXsvKN!s*Z&KjunFWAK z;j7@D{)8~9wwbvs!%cE1b0w~LKrQaurv{5HP6xTlGk$yr?8jHI6!ZD}^}+<@KhBq* z1;j$9_UpZ`ItGJlso!zmMI>+D?t-C^xIV9+O8RM~c7(O;Vuse?US_dG3{d#dLB-$K zke~J$i&h3@V6$-sA2k8Kx`K|`6Y~K|F(mv=LbzoKaQ6`OT`b2)l!*ROn_fBS4zvw{ z{CX56-#bkhh1xl=wz~uUUGItg&*~vBT80XKuj#5dy^8>;tacvkxx{XY3E|O>55l3U z3b6f`nWPaBejx)4euFW0(5e{WX~yi21aO;*v&=uj>7^i)3wj3-kb~orlW>}#DmwVy zkO=-hGCf)HFEuc=zq7obo70#3c^d?RG|Qs;Z{7&G?`S72^p*|4$Pdg^%_*$2kP*3J zFo{JD{eaIgF+!4;vr1-d$kK|}!V15BI&|!C&aN&h0CK4J)6Ewp>+DsA9N6d?BA&~? zBL?>xPQF^&=Q7m46Fx}-Z*BROXN^fbfT6_xv1McMUJ*k{FmyA_#%FWX^1gm0{kQrn zl#{3To7;>{lZ{-vOBOO54CV|k={|&nj?UR1QB7$@Zx$NimF1^BSnYeXcfd0TL&1^N zAVwS@1%Sqk4%Ab-pq-taWczwXR@Pz=t84Js-y6;82Y0zRfxz2qdC?hIhmZGifXsNs|1(4e z6Is)ii9lt}G#C)_G}~<$C}z)3$oWNV*$N}aP!N>iI$bKqanTNF-WG{M%+()IS|9`; zeTK|&*p_{QH((v-z&Ea8kJ@nYy#0=a$E-&kK?O27grt71tK)lOFLRG76AKp?zW7p)~GJit1~9EQONrNShML26K8eoRI4 zib9ee47$c3>l{riFKZwj5KPimLAC{Po;q%9Bg7j43Um&Ky+tZOqt|uyb7l-9Bc2@o z0oB?G)JlVzlM{)85Ug=RxNH^zf8(QpK-U0!kTj9r2XLE%6CbENNmsFJ_}AgKWYHy0j#EstMi^ z?4cep*SrCs`%iKa6*O-1eu)Kp$r!muEpiNd&m}@B9^6B?x9lB4mCPPHkfpYvJ=^WSa-(oqz|f zeWKrm-n(`Ra#qH5=^5w?b3d^=V~~K)mU!$;(iaV z&uF&nXB)E=dOR~t@#B9-bYNKLIM&ki8rXL|Sq=x2 zi)>Wz1&kG}g5tjTZ~zuPn*)Ik!hd(xmOI^Fyzl%(Nb*I{>u90LhnQ7Y0t|*C;ELn0 zl;-DnP26d@Q{&?&yR*a}mfG9fJ3BkC_Zs%w;FQ_wG#!uekeU?lc_^}`^H-KaT*@4Y z994QxHI|A}@o@UON;>Gejw5{WU>3B1JYLcQLPRPb|2|R=5T@{&%qXO4`xR+8e>B*@ zo;(^y%Xgoc%;r;kyie~=i^=AjFK-n6vz9I_2(^QEu%jGF_a*j-qMj=G=(%h_V9C>> z&n@e(*e5yI5aZs+4*lIgjEBoM(Fem#V9e@ycO9oNoX-v>0LF=Mj1*#9$%z8-KmncB z*Q8%xiHV{B^kb{ajI74Oiu3)$mu!gq zModwUxG#~Bd%>ukF;&?ebirN{!LuEav{0?zFq@4gRI0)p>Xunv<8!9msTZd_w%6@o zB)72{{$vz}zaplS^9eqNXBUld)#DWNrlNzeK&b&bh#E>ta2e`SXqY$)bRwElX68CdDmb@C!A0OE`p^Cl2o zH!B%TM>aO0XV|Ay0-b>?afyASfySRIbKtzg6tqHh8}oeeOGk_z3*TMITNA$i zI`OZ+YJ5PyBWr^M3xsVIn1}`l8ls(&a|sHckmg^Xy%F0hTHB31E6SvKdDrcCt6NLN zE|OMf1V#+#Z!ZoCtmg$-$tSLp6RCi`?OHvBKclOmAPybMi*Qm(!Na6~*J9%SLy3dy zQctFgU&K^v*{MwUe3~KOM@?REoKsM9D;RZ4V5<6a@E-PBLShvPO7Sa_OR{#|)Nm}kmTb6WCL+6Go~2DpYdIp;Yp0Dk@x#JgZJLnh z{m5kbY(g2_MXlM-0@!puGt$|}{La{2Yt;5Zx>@8mlL_Y8qbK_lKaRff(yyZ$M79$c z`TS0T`rAePg2h%!dvcujdJOdHIDjYZ<6^>rb(5JnusXXXRHyE%h<(KFhCMS6cqJB z@g7sm0zF}=$83fod$YCdciw`CCuL0JcuC*j@}sd|oLut$0&-v}>*3wm-n`Fpd(exn zn6hbDaqGrS%W3P)3KRvwGRW5|D8T;PUlEjr>TR0sM`*Rir;cKEXc>H=Re&4Z-HN35 zaE7;F^Xdm@NTqKKRi8$b{>n^JIvPwRP!CWtvlmHhdbx>#eeryoqiK(plbr(n?a*-N z2Z%QnPseViTjnKon^P%ec(`f|gyPYU0A0*4NO*PEPdS@_PdEogUYgIj?mEsvBLO3& z;wXB@xQFVIVYvZ~8yM4pjw4?=ko-$b@1bF56Q5a1m76_!G#(!nquwbi_ddc$CjqR$ zEZsKX(ktr*vH1S7@;`Q7G^l89kR+l9qORYB4z6#>ck$KT0-OmkdDCC-}YM|gNvX$;i} z@#-H)<@fM&OVUN!Oo4|0S|*Q~mv7WkUFi;O#P(fC79E{{(nfYe(}_ha7`ArMm7oBU zMmhryjkYZr3VuFBLSiqtgeeQ@VI0WtHgC>{jLPP5A|nTlgX;KF%(!sgcmJ~E#FcTKZdv@u zZhj9egJ=XbR_Q4UqSwKz#@D!|5b5Pmeieh#MB2A{ zNJ~q5vhypJUYEdf0alFQHamu}_7mWPOGJrMuuO)KMEY@qG{_&rKhdU zj)LD{cC4zP;80!ga32$MaylvoT~821sn83&#cc#BO(+XVD%17 z7Rh+j%Km9GP=;(+670%dfUku6hGpo#RQf^jH&tV`I4gB~2jt^87xWor@!MhaFFIl9 zkMV5ZNxgg9)XO@qCThX0(A*~h#anwbq9Y#5rs>&;t{%b_poIXiHC=OGSEQJGo!s^F<8%31sXJreZ1Ez~AhLG4Qz zBHPDzVD2IZj5{Tk+ag3q@OqbT;^-^jy8NacjRbxG6gDy-nEW358-?abz|A+TVe1!O zy8`T-_|KovRejcv%KKt^*Z5q-4oz6$LjP|xcm>y`whP#hTU##`)2rL=vB1dz30P$w&W!`-_wPs~ z{3Z(Z;v{q(9Mw(eDWT$sZo)SYbg3aP?{7S}LRwe#yyeq}8Ov6?4+biqIB$#vUV71p z(Blc~P0|W2eVBY00p~Q`gNiUg<5~1TTtkut!J?gkND${kbcTJ0pRAz*4;QlqFIe#Z z@)cVBVU`15#0Y=EnujG4207(6aZh-jHCKs>cnu55)z1gC*u049YIz}-%J{AcJ$w|# zJ~uI{8Dji`X`_uJ97UH=D!=bfYZ$-PBNz#{4r9A-4n5tvYW3(yfb;{;*4k##_9Oc5 zB2jG!6%}qL32vq=&U8Xx;u|)W$fR%80_Z~uu~~=^Rkl+@yY7V#x7$(hggw4GWfrJO zfEG^7K+Cb3<`ZGT%+CG+6|BM|1}%(VOu|?vi*&MrpGu$a%}=OgiO-Tvkb*^cE%7|M zA(4Au?nnF=#etliKjN5uPAl#<(^$`1KLJ0>76MOBT){t10wr&@4?V|a-h&L6o@g3r z@Tm12$k{5kp?&psx=bwX_arIKukf7Q+{p$uRN;b!32qC(=(YBK8(2mhS6L$w_Pqdk zGdWUEd$8CWGr*3_*4Ry`yn(8Mb*`COhth5u37EsCrKM$IW-llBiL81x-=Z-NkNVjQ zGwBKA0WXzDf3>XE>Zi$2O8w%j=y8TI$6vC`m;~zx-q&9-v9W(h>s|(Kh>6V2!3LI2 zz4z<4*|-tZPgbD91=I+t0ivF}e2qd)kWcb@Rgos;&Yw_<55Z^reib~p=@n}2lW%JB zV89o-yKQ5wo%3o{`h5R^R?1$9Y~5xBB@O6gJ6x3IIYeZ0NB zy|{hSJ-2gyb#r-nSyfe4Q&ZF0+Pb;9sj8~l-Q5j}?D_NOj~+dmnwpZ9mL?}Budc49 zp`j5I6SK0iN=ixs$z`IVqEDYb-QC@_wY7ct@S(gscwc)h4Gj$?KuPK2$B(0{FIy1H_7bQBa6L_tCM_3PL1@o`5-$LZMH zUS3&QSyon7S_+hcXcY?!i=Ut0yLazyZf?4|x=Kn)7#SJAefvgAN}7<6ker;Ho}OM* zR0LA8Qc_ZagM(o(7|3=4%UU=%ILph+4h|0S@$ur~;t~=Pa&mH+3r|KL_hi7Z(?klaq#qh8P$a^YimVLqpNg(ROxr0LVmLTU!H}Mf>~vAeCixb@kxj zASxDQa|HtC)Eclq4?;4&Yvr5&`(Yd|71u+4TjWj$w z{QdiPuwd)y>B-K{o|&0ROiT=tN?h^z{bXY^5h8ufdH3KYHI4i!9g%rm6Vj++S)2CENpIW2041u)6+ymM9j?0 z_4V}}92`MGK_(_9BqSv7-@pG$qikt$b91w?vEkw2;o{<=r>8eIHrCbE)zi}h=_$3f zwIEuiudgp8BqS^>EFd7j&(F`x3-Esa{29ayBO@atB0%n0I3Xb+0|Udz$Ot|@J`)qu zz`#I$e!jW6xs#IgjH05Vl$2C# zY;0m;qO7be$Z`w``Ag&imxh3V0DpgfBof)%+Y2H<%F4=`nwr42qeZd3h^+4U*PFABO6mPrq6-v%S~EN7ZB5YG<=iZ7A;wQfFR~)AgkienulZ zU-#@A=WAN3r`28BVv->y`ZihtBZ{b!Tj17FoqK58a}Jhy?{leN_ogJf$0RQTTyNeD zT%N9(Z7d`!#L&tD;Pe0KC*CwOZtgi`?Ow%M6ORfBLBXJc(jrmuMIqpu`rw4mZC*!u zQ^R3HBn0JI{`_HQeDR0X0aYYK&U$h6*X6q~90>IDf@bLvnFSLrloVzD=eQd}Di|70$MaYww^5iNv{9Dee&IZHQ{_mWjJ=x6=S z1gYANzYu7kMMAc61Ibp>v8j**w(|%*F0j3w^7|DPbbQhL-EjXV(_OGTIo<<*&o3W> zuP8DQ=s&#%U%)W{|BM6)A^3appHclC+<*Vo-(v`!NPjUJzNmTHx+Vlw<$Tz=5(ZV@ zN_9rxqRu#3MHhv{y|n-PhaMaOe9_?ld>Rt+{1GUk|Fo!8nK>o`ke7lNnmn8xf}jE_ z&b&ZkI1E+g)8AIb|GBc*Th#O+6kpW+Z;z~qpf(#6TZO0VsWvF6BR5IFM7>omriwYl zu5@ZKa_sbqJ4dS5w&SvW@}#&=;Dvrav;aHfFvvrui|8H98L2-6e$s#S;C~$fTErvc zYw4l(&JU=N8wtwyKPAT?P%}76FX_MK@oxeBdq5cvAWVL>ru!dkP{svB*Z19bZdJGx zk>04^ZssGJC<}xLMTH>hiJ8v-^WXj@TBPQP${(#rWhE%8O5(LvE)=B~z(tMX`v3c< zK6q?%-TFYqB+vf#r1Mu>0Yna1fr(ld&wlqB%N@L5u!4iLxy=*tF4cTn+QAteJaa40 zxjpj1MnP41)v!8r*6+Xx3LCTO5yLEdOE)#B55Ge_8*Yyr8^OuP6r%Lde_+M(6oS$l z$$=#Q3I&dA1x4fFu8wDcoy5LT7%FO!`WH;A6AAL+Wi^wFT`t&=0)mX4!oyqmP#O#G zE1)>pA_?+6#nfQxtaNuvM+pK|-@t+VA7up&`mb)V|AwG^TO)P_uiV0ViG(n5{WpyO z{_j%*UVmFS7Yy3VxQ0C_V+fN|oE{epBjfo$S~3Yv7&r_Sa6+T1|Cyb?nx+9Asa;I* zc}@?iefjIdlPu8c=E~ueKfpdHK%iA&km`_7(5gbd>w;$=Lx4I3G*O6KEiC+n)Q)Hz z>|{WHm<@IOvXm!p6I-2Mlyk}@)dOru*X-YlQxyQ6*ghrsHnooe_TL8Mw3D-_yy$ zSb^X=ls*k`^l0#T_7o$)Dl3D^Dz99|7()*K?P!kb({F9S}lhytx*wAjJ7QCx98oKeGStQvl8c=vYBP|JOvku+HOIyg2&q<#|gl z3JI$BTpqf~oR8ER1|3;8v(9YJ2|5*Wg*Ar&e5FwE0mm>oaIkY1WC}WyN85UG)>AZv z9LV-Op7fV~&Zi}>lc6E0Gjla3D?ko2zG(7q>6hSS9UA1(At4W5xHR9U$V=Y@K_6M0 z`z_9TfP0feMIn;)_kMmhPVNgG>d3|+>c4XNpGxsxO7&kll_65FRbe<8$B6dKJLMfH ztmk5opn~LTmVR_aJ0)m{I`CLWuhbSi8XvB#X*5-WI-{Xjp`MGv&P5@1Hbj&CKAOf5 z$-*uBJX=aoAbIZ^wR_!sb1?(}8ln}*Q*`iND&yXM38&=kC9>mgO2v+RoJ zVqAvsDsoBG3#|aInj}1E88To>VPIb?z)P~)?Hq>o1=6a(oH;WWY+aE z!&0uoR%w#x4KBn@)O=6yTU`qkfTFChEij4NI_I>DAks*PG;V973nkVFTK^gWm$_*q zv5=0dhWz8 zL}ug6bEWzjZRHmA^U>9$ppdNTCx%E|A{bG)S~K4y{!y>lnC{a3ea%oeK=Zk+^@q+& z%GS~Q3=#nwyW$s?-sVYHA9k%pCiitzIlj{}=%tI&gqAyMCnYyNKYX>^v)kp=_=?oC zG-Ev?V)Lg-o%;0LTH>Fsm7p#sL2*f%KX#a@xQ`)wL@q=uq=mH03D!~e*8QFA>MC9` zcb8h5fk79ey8vwBJd~6E9nix|$j!=ifLm>+nmPo>8WWH-n;_1~H}QQj;qzhCRxDpX zdcUxFR=vXc^vP9h`L>O-#2;r!hWC;)M)R%3P2Ka4!@g|diV@G6?qSgJaf5bkCYp-J zUmmK((#Q=9Q#MkzKi6T4!C9*Yz7J`0^M5_r8Tf!UO2AENkegx4wrt(w6lOlDbgSXST8AMrv1MWaDceM{nPG9%^en7y__m!gkv!<4pPZ=UYU-SwLE2+ei$=%<3(H761 zyY27)(Ev{uTVE(E?4e-3YU;eA%d&%j4_Qg2gy}RWVP)&Z<=#iRxzJ}(Ntv{{f&jQfF*pB@l}B; zB`x9$0h=FYk4?GL>LAK5%b|SxeXK7te6ubN*jn}?3uJy=T`sjMo=W!+>F*-b?Y4kd zt^*IxB`??G&ncS?jNLC|;Bv+J)^|kB6U8Lc3$ydH`p+LBFO8=wWwzGRv{=@bRySy9 zpS2HA);l|YxS-c1$VMBi zfg908D$^?x=e1CreW9lkd@P@=P*(#;d}d6ViXoR9Y+G}d6}mfndH5zW*iGI}SxMEV z7KH?*v)Ju?4vmC?Huh9VhC5u>G0ZC?ePAY4mfv}>G&=gwer027IsKD)Rg6ptLHDat zOzMOP8JaxO(!hJj^0NuxH>=k@#Gn0+`$|Z*b!{p$VMDdGUB&gX&(NfWhRsN1&)2E>D(7&4u4j0kA>`;#Fnh7rU$=1DSR4({a z&TKeal1C#bZ1eqn#p-&mnsf9(cLd>DcL7uB7XCQ$p4VT?^P{YA^k^)nqztGXOF|`$e*!-8^yvv=F+6*(aoD87|Z+cbLY~}0b>50(kv=z{E+;$ zHO;hy!w?~hNwRChPgkmACD_gql${5(!Gh!|FOXpeUWm_0wcR8qK4i(;r6DiX-8sA} zcoSBvXk8U>vV)>xBl2M7eO#Jub9zP|SCyrY;< zb*Kq2tIIk>9!?{fk;}7A1 z0oa8^b?!KEsQA22kuIZ2!z*Vw7o~R+hSTA@|1@~S+O(PONOKQB-cMS!*)`1P!oY7a zbIP-Bkj{vZ4E@Y1h%%4j!E7@g=36^Vx<+d>EYutL#8bTN^+duVu2_dtT7Pg zK3by)NeN%$qPkc0n}MG{mEA-B*o(dLaXGJvdRMn&b+@2*&E5qZfx-cgJhRp$YcN+QL&?LO5%9nJ#syrFw`-E@;T?BvMsALr(xq=;KbV8{lT ze3X75@>kZ0jd8oXBJg`iA0;^P?WzU$kP%(bQc)77M4<$4W}EpYO1OtHLk;n^H7mB| zehRi2HA&iKgs)M|VNY>6t+10`FfWUIEUnt6Sy3hwXNl3CUNEGoWcZw_C%7EQ(-t!i z=^M1WD;IMR^8+;v^R7MN<{ok*vXo8>Bn*f`DS%1D%W*-iqEv#t(SzTkeYu4O+Ou2H z8Nq7-axs)RRZ-8mQXFkZe2GiNESD9Zvl?nw`AHh1c*N{dgjzOOCZ(T7#N0y?n87X^ zuCed%-a|z0A$S)IZHot=ZCXwqH{L^96Ye2TCJstJRRb9edZ3VoEQ7Hi4~y$prPI<6J>#r~QMW?0`kKh1I;lJ1=6k z(&8c-JQpXTdP3xAor-d?~hHwe+UKPGAALGBYvDLf#Fs}H= zL_7Nsi>1%W!GXSmGX5tLD+*H(6BHo0o zVTaWyz1}Bxxl1RN+8iD2UKVgDXiKYt7SP9tqpsTswj8k_O^E`?ST%svu!gmQRVSTA^0m7o>9 zrP4;OdihQvDgd_be5-vT=t{x02t&D4TX8<{oD?wQ6Y%Y{Z>3!6<~!N*-pFXE;brF; zrjSN;mU*Mbs~juj&z^$2_`zU5PS(~Opl7orp1AqBpp`Ob#r4K!YD6Abnhh@ZNi-+M zD%#c2=^Y5>xPjI3-61$$PPydFi*vt!_hv_HK@By=a~gjD(#OX@x_vR$QeD)td9-+U zS9&o;%-j^wP^jN_pp-zLZ2V2a)!NlO$s+n`()F&wF9=~uYGc@LAE}8?(q;cLUTZq> zh2>e{#qdh8xODKam#D6O7 zxuS)WGuQp?f=$6Lc9CW~XoyokH`CgZ`!rwib zl31?MelAm@+(RrV$vw4}*t_l_*fzR|1k-%aK7K5JM!i zA49)IYY!f3BbJwZf9lIsv2F=3+2=KB2Eo%|61vL$?xmi&~FDZ$+vzP zR2t;w^UX;4qjy1~4@h)Cr6w{ zADXtk>|&*lIv^T{yTv69v^lX+VYEGC9QI4-lTo3jS_k{=JfWk=Zq3>5PSAx z>&$NZt@7KcpHDvgs{Z(PRnfG264Q<`r5~qL=4ju@u{FQfkmaV)h<|DAL5^@TcKusn zkB~cRbos<5$^g^GL)t(F$ZpuX9fwQzrPM%oM=^fw@6mIK)ONK!Ulq08wlz7%N zIjJoPPPWT>7PVuhZ(~2Ie#biP;V+^P(TQ2rwBzsf1MzOgO53~%8odM$xT%~Qi!<=fUItOmHWmCEZ>ef*_k(5IuM9)JuC zGkf>wyF>lsu;XM(LN1y?MAOoQ$%f3-PDCyTgo@)iI$l|c%NR|VDo>`VrF~h>VgR)m z?JJC#pDpgqIxG*+hxY5F6$?mGR+`9$MtOD@O=|_pKX<#N+_`$qNG*9xui<2@^O0lw z@li(QX4wHz)+0-M)lW$!bkhSLo=K6KRasDzKF|9EN5g>ek=ztM7qZ6t@~P019zSqn zFxjY(gNjGnxVHyU;>kyPvYsFvwr@caf%6ut*i{+rR-yHv` z)*!1KKe4eAa352&KQ&K}w=h=`h=(}ac=`f3`F=^PuyLX|6+E^BL?rACKV;2$}UZx&Yo4gz^}N$Lu&H(NIGHU&@4=99_OIi&#I zzU7Q_<$W_}v3p2I3V0LdCV7RJ(}h*}RQm_`HQpvOWv$&hfvJn)muDrBuga6UNi_kZ zj7l@Ro*bRK$qF!R?+320T2_@J)vDs!>BiZ1TQ#Bx0Nu$)6MRQqR_b0RMUm;iTLFR4 zWJ;_TsS!-(kuiUrI}( zVBVOG!z?L_B;)t?9?vK+*W6aIq66DXi#*9XSTnW~bT#_@D!6K9X12iepPt6?QpyD} z+18CIco?{i5WI)HkJ;`jpZQ%mQ0^B*cl5PR`)I*5_$>j~goxac1G)HNFd#yxH)C~G zG+9oj%)K15_jF*kcMg*Q$$>YnWkLBoU$-JVHQoK>WO}nO{#7cw)y`DR)bR`ZM*gM# z!cW<8nsgrpx+p#eX_^n2O3gWwn_^3$lLba6m3l2NV*Z)bs`%A&cKtmw^=VKp8MWz) zcdBahGLeJZyCYL{>o-1klh=UA*;L=5u2JdD;i_Jdx$#XZw9S(5M-arj0#lP8> zdoG;GS96L^`mamR4*1{gD=%&TG3Yn2d+R61<$76aU!eO=`i&sk%V@OkW|Z_wtxN#66w7kAJFfTDvG&z) zfbVNB2Zu8Uib1moxlOhi#t_I&HJjTNA`f3bv@)g&^Qt(=8ONnN|aGhqU?i8bh zKu5uNEjsgg0P>UiS2P+rxxKAl-CV=)mW#+$yhk_u2lJIyBDijpAE#9QY{=TP*t6`m z#Xa&Zijg5t5CraaDM^%v8rRnPz)* zxape(yta^eTDA{nIY=)2Q zrvADz+FpFZ<{n2KP80u*^p26p-gTc@~Yl^0|BL`*eygr>kvP(crA*+! ziz(je2sC(S*m=~W70001-q%o*v};Fnl?=#JhdDZRxfFhPo*BBUZHlA zczBK(8H9gGYJR><;QSj|8_(fZ!sG6nK5VO^*v~6}co`r)1Xa@BBvDgo{nyBC|vSfT7dyZM1UB>3KRkJMv`m6VNxF zqcwjN{>`&(``CLm-9AqDy7g?tI)NA8Fp)k;Oj}3Fj30F9LP8CZE(YN39WlGhDTY$5 zA7^FFRd%9|Dcd=b$x_ksYe0hZS0OP@DQQds>6Es%*pl{DBm=UPGo&-C`}P{{_YjTt z7}0LNVS`oejW~+bsfCu_Pv))@z+{UH=t5hw4mRSa(a$dV`02YoZaIydlZb>X!h=qd zLqC3f60~LTE+9?clP5&qjiSRv%T^PX(h;DL}i4> zj)iHD+~^eL&A>l$3n6%`zvRDkB`m0?7Gu+BC@LP3dz7#!8^Bb*8Tz&=G zQlRY~l6W*`U2FXDaplAG%ZVO^b8S%5d-k-%p7~;tTEm;`8(`_-?Z=k%gTK(9T|%=ulnxN0(H}Q2 zuV^?fp~2Sitx;`jBc(D6oSoC`yoYR=-9udOAxvt+bkC}H&OrzQsqU;n$}n7;a6{dJoZGzjK=8etS`QC&B`3r?d>cTzTO~tXpn)viMLozu`^dtY5b3w@_o%2SKC| z9x^Aox^5>!2KgoFarKK|%81v&IydI!k7V+c)l99;!U$;XJ(!|6(-JqG?si=e3GXzZ zw7|B^_d2P5xskxnv*BMj5zu~I@7URpO;-WKhql;{v|D3jEgc*y=d?S^3V2pCkj4bGoTI|6$TXT9&4@R705xN?u$f+0o zp*qV`6TWpT3(;)D)pE0!31PddQ^FHto*uxD@`=YCdSww?TPrWj( zVCnLeb6u06>K+pLM(eg8xFwm8<9T}JaJ7*>xV4*iNBx&_YfMs@eL)$RF4s(*BvH2mmxso+o#9`^jIw(m_ax zx%(DX#PR97ww2@xu~E>-HUz_Hn3?&H$;*f40J-(d&r2L!XLZ)HeOs4F)eC18y6ys; z{JG4eL`qduU*qCpmHKVBPWPNa*pZ@Iz>a-+DBsD=@!(a31XdxBl)1`FMv)w65%`U4 z)}p6D*J^`xtx}s#ZS48&h?e;w!K&OLcUu1Pyup}msB*-dfxgXSN15nnQaIISJp=Q6 zDxPq@wi3M##if=9)8giN%EfOm!eYMm(pu8VzBNPg)A%nw4T@emR9x9Q2CgM@m~dnLLv>?zZZK-;%?s$SsASG?n6kufHCRrN?<~ zcOi7wC<>!TR&&g)(->+e02b2*dA)1TwXh%2^S}DA2mNCNbD?eIj_Q^)q(#=v&#Vu) z;G=@FNEz%TwAJ7aA`y44h{V2bF;ufBa-0$QczW79%v`!jR~WxeWQ){R<{zG zTNhtP>i@^pTR^oDeQUg-Kq*#=yA>;5C|bM}E5+Sg+}&+(cXw!UcXxM};Ot!mXl&o=hi8eEQ1T;|mZ$JMi{L8V>`gnnma9f? z)QNg%l7_TC2NO)Z^5H+T#Gcwo_a?q-$SvaRIdQiNidcZSSyvrbuU5iIlP>pB?1+rqXkG3lLJ!g> z);UI@bs*raCoJosj0a%0iPLQyMv)de|GOUoO$&-rB)cm%ILxX)P91FjQpC^Z!6Df8p*F4J6 zYKX(F`9f~H#-)s8==wY8+M1$prf-OgQw_{CXH|vPQ8|3v3^R;ugGoWmlK^QOGv84N zSh9LGMI`aVp32=z7x~ZqQqw!G4daG(B10~G`@V|9>LS-sw3;~3p;Rd>QWeL)&b}0f ztX`SCc&q;dfq8)pr${Y9CfFD{O8#`fdL7l|ap)-vPX0ErBONuJeE-&T*9`uH`=+li zBJW-I#x-OIqm>Mfl-?F!hkJ$7Efxj3Oj>0kynf;uq>iQ&t9$8LWS2=b_ ztO4A_-m269%CF3V64&USr^e9oUw+V)-lqr!qdv8TN(N*U+%-R#H^}jqSxznK2m3S} zd|R^??jS4XJ-o51!9rY_>8~~CAP7#dp@2#X+3KOO!aOHTOu_`j+zQR&k3+3Uq}=St z3g5gYB81VbmNhxl8xKv`N4%Zs_AOcb)>=pWc#GEnvCQfX#3)>QSONt_t8Y#BiFppfXJGS^JJ-a`KpH_jwmvR1Hc$1}e-QUW=%(pY$} z56h|{i|4w(0KMV-M;#=^1&jd8Gs~M*Iak&jJNQRp;;}fkw#SH)whD0x(G2*7V=|V@ zQFA?^kg~rCzRwLPa&qM+u4xytS9HBXM9W7+`T5Tsi4NGG9V4lXgM@+Bl#EX&!xU&l zkH_j6KdZwsO8N(N1XgYzkN$z)yG-Z*P}iJI(26sk)M9pDk!u5YPMzK?8a21+pse$P zqNJ#2h0(smo!f3C^BN{;H z0ST$LMQ)-$xlI@DGm4gU^{m)*ZEa(H@|`XmE#MYJmPC%p;Hb5yy5ZFp#X3N4k*yR+ zw4wR?-DGAyb!@Jm;E|E7Bob1kf<^~=U2^}&%f=UKP3dnVF0e(dgJf2kl=kg$qB3hQ zbQ+4c&xobdw6w;*@wsjPY+>Im8aTbV;jK`E;vM+$b0b?+Vy!StEGqss+H=1_dhV&Y zO9V_J3cq1#Zmi9mkN(||V@;j>iYt)a7@_xZZD~o*q9b5gH|l;FT54)@k&`Y5*+FZJ zXCEaVKxrm^una;feiRv=cpLXXnDp%*XoV6(2I^+`((iF z(w{iatE56~4r0-=&=_a0iwd_2|E&W5V$-iitM17mto$O>@zzo{gwo<%(Fq2P?wFH?k9i#>k~s`Fq7xPSppJlb%j+|7q#_O=UA@)(8@eATGe=VMXTrr2)0+mdi zmQ$LCPk#DXQ_Ro-lN^%=+NL`QQKR@1ef(dlZdHZ_moC$-_O2rFS*V1tF2>cZe-D}VkBtH(S&nL3_63sm_$h&gYZoNMzC%}R35UD8&Nl0)MO-&uU%JxTi-3VZ z#36PjySF+)*yF>^wNE&t6tSt2PO2pty!|%U&6omG-*cn{|0|(Oc*LleRO%# z=hq!Q%l}w4k}KQNcU^EhvwUnLO|T_iK%V$~#&i%t%AxfIl&P!R#TaTnQLaRAY#x-!LrIN61H?1RqO#6*zIm~ z)E9AVe^Qi=WS5L3WRKcCw|r}p4qHVaA}Z6V>ax#_G2>;Nx|P&A-GaGfbU)*KK+t}@ zW1i*DKM)zW(Cv6Wt;m?G5HTBnzU{HAkx4oM-@CapIeWiu09q-vh8mCnn9f|xMOY&elrv6S{9aP zh<1VY_USd_|3J*d2yg?+LYGOuJ;#-_?T80{bR=6BD8)nK%6o2x$#;_FP^DLx=>hr*Mmz0nn~q-D8UQEP7c^=hCG?ibEwvwkj* z5d97TU9QbK8uysMV!@*~&K&v1%p^8|R30&kn-VgpS97je3xN3+-Yo1-5kIKPGA7uDd3 z0Za2I7+7}^R+nOp90*_$Yf+&$GhmO6GO~3)HZ!ryA=rNPBJaH?QrVrADcdlYrj?Yg zNzo1u2NS?wz!Y5tDa)W0k6Po>p+A-S2ygfcH(wRYRE-;wA>yMj>4|$E>BF#N z;Ew8QM$9|9>r(2?g8H}%dBav2<7@q7QM_VyFKKbcYZ}zJ zDT1NK)fuhl+X2MOoU7=ooqD+FA;(3g<)VA-mV4 zdp;~PU1+8@#n+fhQbC#hRNriq!lg|=xVo&277?E%K`;Y}z*cQxeknvX-d=)%9t4Y zCtR_%nYq;*N0rUDUSut)o5yemrqmygD>j6jX-Uij(qrPC?4=POU(;A)b{+2BF2E~S z6`n%nssBa6*nWBWI76DdM+MI~ODEW7z$x9GMbWuHooLM|Af#v%53}2Z_af(c3G~ZE$%1`8!Rzjb&%+jgc!Kt(7mj2vj!OR%DSVs%kFpiiakUU%sH>y-6HL3m#@%MOEKMu^ z{kzI_zA{Q{x|qJW1$wLhpdoKvfxvV5YQV5-|?1QNlaV!9mMuxUxB%Y9L&u zMUc#Ec{6+pI-nE%5n$G+m>zy6G#WJj;WfNh&iXBcs{tcL13A%GSUI9oKyoFS-wcie zki~Siv@4`%%yYuhHscn=$HS^afht6;ADXflX!#*j^t=f`7#3~hfx0yY(3Wz`AS7HMfH#!GZTndL2ylXNNz zYrq}Tn0`RXxx6aBJ&vPMa`VL1ByO>;)uqt3b@>&y#N2tk7Y#?~nKd4Dq-f-bGRao^ zwQjtw*AM%AZshZ*lwlcq<_OsQ{v^)Trn`e-4(2bPwlG1DNj?ox z&^#i6IY)tB&O;*Av=ft33;I2(l=*^S!V^Ewj2#MZmD!-a-)7_^3n%3unfeUW*wUqQVI_DJ+0ByY`#G3`P_ZMVM`AlmkYBBv$xFB z14PTFqc+rLr2Scc@FqmP?&A=6}HdLI+eYs@L?Dch?z&TAc!LFg<^LG3DA78x> z{()#aW0k z7Ki2e4OKJyVcV2Uii{(;H94mUV}jOpM;Q^jn7WaFUXU;4`Y_(Ox|`x_SJwv8n2Po0 zxlr>5WV8JMV%|#-z=s`pid_cDph!14-gdS$G@``RHD1x%^*{tC?0n=Ze?ZI)s&EV# zd&YTnk2)%A`2G#9^x@_=yP-B;HMfqb!eK>NB^DGKv=T9O0pHJTK$p#gwC# z7|{tABC#m5d7H%20%%%%<q^>=K-{&|;9poBPi9}tOZAhDVo@evq5eA*bY1^nW#QYZ+~&wYSsC= zAtP1KNN`SV(Xank+(fAn?Q|6kIo4J^S%B?kyK4VI8jZ_khAVm-=t+Xq zeb8cF^G!O!P35Lose9wY9`rk=kF=?h(!dslVfuL%HUdw%@;g{Vp8s>wA{GQ0Jf)_# zqO{tneyBJv;_-|{5VL?Njp(2n%`XfVtfAyMoS)*Pb+Dx~b!k#P>xUOdn@HT22+8N1 zaOW$#1sMAn?GSH+!?vO@se1tA!iH;&1PNcr;ND)_5?koI*QNV@b?6&2e}&q58LEK~ zE0U8f+cH0#EdFE2b`+?-W4~I$Xp3e0~FH2!!GfeQxp1XS4z-}yoy}h*HZI`~4 zphSb|x&}y|WX4(7>JX{0p!0iWKel7OG|y}-C{6xplK+qC^=$#)X+UDlSUYgvTF&~* zFnlp?Ek?HhyL4dmGseIXNxXQ$?#6OT{H}KG86u?6{-tQc(IG0$>{;lr)C6%<%e8wi zYlJbC$`3+Pnw`+&@|Sdk;1)jO=1A_O8Guy2Ai@9(kz0P?S_nqU$Bs!~p>78_=!kPf zl6Fi;IuF2+m8SXvRD~kzC6xnmL`UxHu~y|~?wXqGW8oq5(W!*Lh%K1%-ec(5T2zH^ zzK`UrOr;5q#1dxPO+QiWyWPAQkUAE*E1$%Gjtdf`*1d}F-98jH#M>|H>3m=L!Mn33 z*J2mz$Nuin%*%nLq56gVG5Xl``3OcU#~woer>Y6S%9_=sCjUp7bH(XE@TeE$veo<0 zMpf`o+qX^}1>J`%tH+(34oul=BaK|)X=w~RwPOj_Enva@H{N~h3 z&sBDH--W5b9l}te8!P7(`FPD)<2sFwiRz#6ZOjC}GXrf&NHQuL3GZ+-0fPc_TMMGh z(emTGedf5L`fEM&%^;rVoEx(IcDMafy!~Yf8G0IobY4C^d>yR^*&a?0ABtywbM#V@ zfLIXq={e|0Wn6TSD1h6!rjIsDkA5)uPE}!aFg`A`<$1dZhF1`8V?0RAOf74Nx)ig) zTkOT|zmay2;}t9vFxL?UdWdej8j#KGK1B)S(>~KjkWOd4<+Gyp@SSN-C|`K=^FomZYNj|X!IY_bz55ET&RqDa2l;d6ezEk0r%8E`1GmG?~PSDG%iCi$GWp@psFHzJu`Ruukz zdFbd!T`hE>FH1MTng$CNFJiiNXzuG4A_%U0KwSByH;NHPaRsEL6CdUQMEv3Wra#jx zEhhpOxyHm5V%{E5Q6mnx6$x!Iu#4iPx7lGv(ZhY8P2l&{@)_N;L|fV{CV?9ot`yBC zd8$o+O&^Nif^lS>XeU{u3w7;svb9%ai8Ra93-0B9!d!cTrD~U_>Y(}F|$IcACcUyUBxAk`)CoJ8qV*l?3o*<(M3So@6ZAyhqcj^m~j*34^-W8q2C|0G`Qlb zb8$hhkj8$*;1{1V)`06xrf!;9v3jnRoE$|g^nLfNCh#e+-oCY$;s?pNl_jS&WLrD& zY+W(O>kWV53`|P3;S+tnL)1Q-5Yg}2^>2!ite}TNUe;tR%SWdM8!s<>Ud$?W>Vv~H z_jdt_PqF&GKN$M(c*)&<;wttsXE-d>-9}<`XCc=Fe_P;}iHn88}TzHUq*<4<1Ui71*2%#Nc z9%XSiR%KRfJ$n^7`R0o~&Yhw9wR&4ijO8{V+4L?8^;G%@64YLjg>oftmVccqn_iTn zRJCDCMTnRoozO{$+|5WFaLqAKtM3dv>x+44fwz^CR<8>ePg_%2eAC0R*jiJDB>%w# zJ0flFatzj;5tdj8YeDEEBg5m=$GlXg7$#+D zhy7sFz0M3~T^}8YS=E&-hcy&0Gu3`9Ju|5C?0YM^vXSouyoVB+-F+?34!LOpepD5?Z`Pvl&00x;G)w0enX+a6{VF<-4@%_*x;D@&H{@r)~?Uz zbT_K(bpI}Lg~8QNP4%tKLC;;++FDIk0(#_Z2lah#OS752>(k?r7! zN{+qxx^%|q4_ZfR_ise3OqlFOz=RBW0l%bBH0&jed2b2Em?=6`ZSWTpBT{zjxIW{j z+7iaVU4P~$PayjT3ML9q8d@7>9<$IAARdj-26{d}1tgnNNU_Q;M4U&k2O2YZb{&5K zq9SMC7E3ma)66;OxniICjsNw-Yfsc(Ei)UA>3qs(I#yBRG2-(@ludr2A>!b2(384) z)76bTrh37s{tbaW5$i8EIg1Fj2}$*Zj&bVNb9m9O_PY7<^^t9gD~!`2@U9Ux=2UbW zF@h7xeI6n!(vcwDR7KLl_NZ9xOqy*EAiy*<68p%Sk^1hjt($yJ+lsD}v!cee?OUq< zcQen*jL-rU!_`%|sx9Z!g9>T8u3<9&ic$(eYC*-bF$)8t-M0u4cS8ss#&KX_@K%#r zd_M-ix4I~?`T(3&8MmR!FcK6#?5*UCYuUpH|Zp>iGgLQWy%GBVf2?#3;XIR+Ki|eQhJV++E{q%? z5fWCc{C9W<{zKk?(;NFM(Ing(%DuQV`V;g=oV5d2y?><~UCd$5>9?ckz2PzU{AmcF zp6)bC{sT2|7Nc1kX;8P*%JhGW?<70~-BhUcLh!JaQpjwKo0+hG%QyH&VS)e+_) z$J?<~>;{hN!b2sy=xEk||08fDHggbTzJo${@j+Hbkz?j%%R``qqwy-la1m0ZZ1rFU z7XdI*GKeC7;??K^;&ooL*2+mhN4OPa-KsT{t@}&b@?v%F1y<1iV=#6s<#3}$V8^S z{4%J9kx?T2Bqn|m0sv85TLn43wyAs2AaF&SPV-mhOSlb1j+3eXUq9@9igV*%?(s)q z7j<&DM_C`!TyIYNZGWqtp`9`<=^VRNWht&u2mK4FKkX^WDh$uWinnn zYOc$wg#sA}Cnsf%Q$6YXiomuSPlo+Hq3SWF)e6#~&+c*dSmO`@7By$( zS18iVr0Wm=rKzz*@?gXz-Jk;ZeN0dh^#k%AWKUvbaRWa%lToT$%*{dTimg{QP&%Kn zlg~RalXA18d1gh$3u~P(ApT5zQa4RbiBNv5nV9Rqeiu6eMrk^AE(yMma+})_ul)GP zUTSW0ZCDK2d-8kBHZlnYLMyhsBlH=bIeAdb z(##AGKZ`;N5B2aTH(rk`*}X8PmHr4S!BS$7_*H#R_Rm1hgUo@w&R$rb&ISkf)F9`8 zyqm*d(ZtB;AYe!Pj)(Aekki}-beN1?HzQ&@!v+(FWHR8d-yU@m43Q`~uEA?nHA2#L z8ZEJX@zSa*9Wve?OYK4vJ*2DW&#Vb6>(y;?y5DftK~l(gS4p1lE`)Ikr}r*9(w(@2 zVdPz--p{M(+O>_Ze{>!Unj5W_%f@|pyU0?m$8~p3f#mq+8H2XWE#oE#=QRnVt>H%_ zhFMT?=I(DP1V@CcRo9*E${;AIjK%wA_dCcMBfl95D<#7_gv^|scwM0)Ps7W^g=#m4 z_lONm2YVU zEIy?@v{&Jd##I-C{761`fgHPeC>&dyW4Br*+$t{&g0=~f!<5Q?^yN}`M$W{+jecl8 zg#YDy-44Ga;ZwG&RHAp3Y&SsqI||%8i5!7P7esxFW)C8%esS*Ha`&Va)K!GvEBgLV z7Zj@Ss0_-%i1!UtxPhNZo?`>9kM$hL!Bw5tcS7z0j>;iNO`NB3&@7^sbm#p4{m zvT}-JiU(W~U@(bs3j+j|e3@}8E2*Nvg?8Fd|GdiV+&3j7&bBQh{xO*Xfa&(K#pvy? z4OtxJ-}cWT>qau)X8L4E|GxYQZ{Eai`YbDL$%8~t$1-Y718UC(`DsocbEz**Y}(cp?lNk^VOGVfuobqUqqC>Z z;~e{1hdbYErv6_4wxL|zdylco7?%^#2qJ5JYI6db%HHv9IuUro7(c>-GJ;i!9f$Sle5@z2~DSx zpmGhC4KG@O|i%@7r|d0ja+2-#~Tk+2{|a^c%Sw8YCJT_WBSxp!76r!`bz&^eF0qpoDyW*bor!eNhkC-7=-k)QM4 z;(yP#8HUQ#-y#(E{<`6rz}S>HkiOCy(4_M>m}TLN6f65VAi1s5U>5#5GYE<>*n2q{ z=ENZPWLqe3t2j?P7A{Y+VlfD0LWT;yJteOcumGd=PL(UBB~UEim?UZ@EBL|@!MxuC z^}rrRfLD~I*x;nsy8 z$Rvrq!@X&4(*4}DFUJVf=ZO-pOiN`AW$?x(#5-~NR$K0e{d4vs zftLx!g55LtG0mH7R{Aj7z^&kz82IDMfpUINKg;%n{SqIVP%9j;k)r7m*rl!@aK=#q99Ss z&L)b3RTbdj2NW02)urLZit#m(YZH!+9H1i4AvltlzY-c|ZT<&}@iIVv0j^+gC^Ir_kS7BY*dK$guh2-r3ka`5XcS4PnKAY81Zx6`QCU0>b-enUA{`Ld%wfHQod^=J} zsfEaI-L$1VFfpUV%6Qgh`}#tSTGF%1TN%}VcmhK#??GvY8DqdeIa^{*^YITP&d9X{Mw1Dt~@FJJ_10HVUehc~!!aj%Gg@|1lykey?jnJu3`( zGi>jy&4tXDL9}G$g!>-CAoaXLkeGuWW3ZmCe8xNcB0{m>zRCilqY%X-%i5yxv6HqK z#urLkuLVtJpcr~)5KZ%jb%x6=Qxu(n0%^ZhQlKjV;^KT1HPF%updXJ@b1{~?l8Myt zEC_%R>MRnK(F}MWm5YyUc`N?_TY}ddOO=~b^%g}`ZrG!KpqW+%yhk-2%8*a*?J^8~ zM2c=ULgJ3yN7OM;T*Kx)FKDG(OTR}EK!u-cI};!M_CyY-9%NBcJ6L3A>%lQfBevDL zz~1T0Br)lj`%Zw_oqtG>L1su&&l9 z_{hv@k=E7_5HEYsTjPn^9=0hArJce8#KmG=1cu(1!6_CF^%`PEm~d9+d5=Org8w90 z329%xt}00Wc8=P%Wb{E+dah`qx~{A_itQy48~OOhd38mcn=DnZ&{s!qrD^@-oVT<3 zvsd=In{oD^L*2J9x;=;k{kP+DG+u9^9D3xAx$vaF4EW_(|f$-cZ34(0p97? z;H@JYCqfoS@_L)}$yCepjeUsWT03gyKM;%fXNQRQa%A9grpR2qkcbm{KbfF8_)mPY zT!y}_vvlQdQK<$Fc^oiEZu{N&zAw__tujnGT51?2F(S*BHl-D5tGqlEds%T6;>2pK`r*5pY233h`ZMhP@ayCf?uHkB2v>`i`TA$xF+RT=DU&1H zC^dsMG4mAeIp3dqjZpj7eQA;|<^shcn2f2dIrV1%Pi>>D7O9{6`%Gl&r(ZVj%wcXd z-0%ZLan*|XV(nGBb`$(e?~hS0q~bd=Nt3@vR=yumSo023W6nA6z*wNI@JE)m+bhI5=6Vs# z6|KlVgMB*V)6CM?3=#v7${D^?+pJ-eMY;ZgiiUF{KITA&2H`L0ABa zRP)V?%#LwquUNfX%bLG|)uG#euL*gUHdFni zC9Yl*0qfrF;ieZrUbeUM!zX=<0ge=G=d4rPff{;=qpuA^$#;KA!OF&%fSGyao%AOJ zn6Hfz$=5aoDMCLgtkOhzl+VM4%Q-P@5h~%CbSjB9xyilDZ;oBw_ZQ+{<`(SI-+#Mw zHCW*X%b+a)jqwsfsd>bq)R~1ThwN^CVv7AWas-jNguIg-u1=BJFErR3Ttb)8BbOCN zx>oPSg!rmg(j2 zC`-56M-&)(enO4D{Uyv?LFh-C^ec9lUd6Ih#%mh(HAu#wMZ0 z$7k`u>2}&|rVowq=Zcv5TW^rX;qSkD!}A!5MqpAY%V(S<^maqS#xkE@h`QlLf^x?B ztk+r*1SA|}@x_TV{7IQFWHHTufT>^XqesfoOzAH|Lnfz#o6K5WrQ6@<6?t}>x%%;V z;V+Y=!r?IC+>^D!;Rpe?VWJI;tv3HNGcP;R`H?}qqul6G^lPc;WI9}k;zQ$IN@^}- zuk$xUa`Y?S4{YjP zB9eIO$0-;7r|)s|ZwLLQO;iW(NwjBU{1O5xV`aa5!xl;5gg_LKdNptDB@N624 z!b1_y6kcJKnJcMX1|IzjXa* z(%by;Q@hTTaJ%0I6sq0CKJ?w)RD%08X8?y#G#*<|5|liOCSYHnMK%+X*=moG47MS> z*)GuF$fsj1QvyG4T%tq?h%*R|0CqQ%upH31;m(dGDCEe_3Ox^&sr6`D zx#=X*I)uJY@BS)Nd#ssX7kBcr0k2|q1VIe-F-+V=T1f7q-Yqcl;Ec2|Pk&-&dx>gD z1ToMLaRP1tJGw=PQoG5sK;@_;YZp5@M zlg0w!j2eq2Yx%XW=(Hw|eB2&zP9!kaX|go1BjtYilCyCbi92KZS^cy0qwWH6uLEV0 zR$!t}?9gP2=;w(ywrwEBy~+p4PP2a?9npUvI7`?^IXmqsa|Na3v$#H4xB~GvGo9W* zz8tP3IPnmkX-U(>sXg@zy`Vzj(#Eiz?-ZY-3;2z;cyA~1Ou3K#9xVd_stPjct)s(= zTF$K4a5&~%Nqk@Su~2Xo8N>XyCaR0fXU2i8*9BTL&mk5k`AKRy)IV%3AeB&tH!nGF z25qU(_wll59%eZ#YoxbxG=-1-LN=+IL28T(DR1NFW`e+ovkap z@5N^JW$cU9wKh`+qanf>3>uwfm(X|Jsi(N&9_ZUP<5%`cd;|h3(i2H`e^t^Iyq6Hw z01P`HUorl3x+=lRFVD%V9)?-S9o2J`%{7;+vMWEePiB3I5=Z0M;?!T75w7cE2foif z;GK-M29aZ|yrzjW#BsGcO7>F2rZcuKe@W0j;6NP0E=Qv=J?)>-Iz(Ly&y4v8_chI0 z;WsaBo2hts0o)1L~^wQ+gSXhNgcjkisOTnrnlxbnzq8OFY z&9cvKNPADN_J zH}!OH}r=aifBa^wTr! z6OF2S2yg_RF^OGm`nhR2#1ZT6OuYKycx|@G3V8;Vz&2u6b_hFaUR(TR_?}Qn=5BY*eUw8^Rv%)ub zBl2QNH7!gS3-w$}bY=;)h2Bc=rLe&nQZZ)7_;xey-hP$S`rAZIig%#8Q0AmjcZ6x^ zklrvtg$@feK{}pDA3u|) z9N29_Ja`otZRPvS=a22tvw-`P#mBq`!s4uaqVJBz(co@*8QRg zZ6RfQP`jN=m#b}?+2>BuC2Xi^1J?Ls0wvh4UZgEDOd9K*1zpPbVSu+!=W9uGIToOC zLj`8s>n`gnoZLM1Ls6`rd8QG!r2pBjj)-3}5}zo>QMP2kjfI5^ZNEMiB7IvWK#mk2g>|-K(Jh0bAyFO z9RZ%q^gt~v8O%bp&9KD}JA_V?zap{-T`U7vxWhKAC+A$9x36E~7GQnTjpisK{x>`AQ3G(vRz8#9lMa+()k$9%Nv!1LL)>Cl?t||tOI%M7^O7lixJ7Meqc@xjo4? zFZj%+k(W+!FhL>eOl#Xktr=A79JZC0~s&h@M=o6Jf+2>#t0q}6Dm2Q%pA`n=qyY<}b7wB*Qsv(w3S!^=_}er*WcjSJ4=emK~%(3v@77De|=!9(6KZUp@vro^y?Lw8;ygZ(QnEGp*CkPCE&~pN)Zd>$? z!mHr@LOMopfQuR$Ke2J(b_5|F&t1nC2bA8tDIe8ORUkgh>xB z9Denf!!qT9`8f(d=o_?r8a%)FjY|6k5}oin84S-$l3~XMfp%@Zr)=IW zE+@nUvGt@Z%fIQxYdi2LMw)sGt1UcYH;ZV*>maPJYl-kB79k3Pt0B0+%ZUc_mMEAy zA6EaT07Wa?MzhNAS$N@@E13BdR=3Pt$CaNu{e_WbA&Pffm;1}F#^mD?U=z?}eg!1e zpq&MdPh5YBbe12}!q&~MvHRExGlaX2J!8IP+)T>W1F$esIR2lUK{>IRYK!2Mrj)6h1zrrM+shz8`6uUos8pjR#!D- z9a_lOh8t&N$rvUxBJIrI{^2M*`}`6S2KT!CL{X5`3h3GDJwa3d>_`XJr}Y5h2$40c zqqlOG6>9SHMAF0wb;dzQxxaCuasoX`^P+|A#Bir!_6{_9kqPzVLSk1Rzqcd?F9*o9 zbK8n^lZue0K%L&k=RA0b#_EpBe#R9cs@OMDA?}bz{eU#FCSdxv#qD5p*u{EKh{>(F zyqGyFdaGTKFXYUTk=XQ{%WW7y&oHH4l#=Os?;IyN`AvpvNAz-hKi{foGDlsmNb?NB zvRf0HA8yTcYR}%Z+|<1TKNH5tN2HUM^b}ZL=J7E!S7vM%BzTQA=6*{Z|1g)m0=rh7 z<%WPr9C@n0mnuDL+ImAdz6~^w9hFc{Rk@%l84KLDWU=jNYK-+_>KMQw_7e>A^Bvv} zV+_hmORwIL(R~-{jk8#$FT@!ZypAemE9>3iYU;!p1k3z zE%^A{MtN(kn5hOzkh5;oPY5mt?GEc7FH0VNQ&~vHowm6OIst1vzbGR>g3d4y2*NvI z`Zvm$q-Zj1!MO>GmmDSPpGcl~0z##MjCA0s2o*_WZ5`jyahUi2zM0|JUl1hUuC zH_~ggJ1SA9i@=W>%ik@0#j#oluZIi5&w7}Q zdD6S?XHy;K_=)N4uT!nO!*dmDh1*WdAZ)3ouQ#N8M!;i>SDXBrSCooY(Qn&O4_lB< zdN7&smkErDx3G)XwmMR(p5u2&LUA`wwPDAs751;{*bua4i{fF5A~fV{cJbMbCUVV= zG@1I>{JN>-m)bRgu==w;BjVU@wTT(tL3j$g0n@*YeKUbye<*0Kj$$Y(r7IexGuz9d zEp9PWMgjCRqi`JYpGVF&nxM+5ZtK_k|&PXvo2x;Tz*l=JLvUM;rev=4{VV;^= z-@NnA%wPTl-TSV!*0rv6-Fr!(&jz9h#1|zbB&4RM_Vp=I2mE~;_<33oX!Qhsn2I4^M?@Pm)Uh zlAucd$P}mOcJM#*$)Q0{EM9Zm=Tz(dGwKGt!@Kv-69W^Ds8%o`@&A~ais`MDp6Aj_ zod5B61u_Z5%Ql*08T9y|o`Jwt;~!f`XQySfs6LH9jX6_qO4ZQOfeF7mtmon&wkXO3e)37u2fPi_-WPe(o&m|JkUc?$hrynTcJn?-e~Y!;tcTH zF-0Z=wZeRgPY5O{$gNfCt(*Pe@FAA+ZqSF z(cX&gaN)x?kCi>Nw>O(ruK2}`ewMO-W~Sb1Fbm8cbYq(+F*2%k{>2dYbhrps^6}$G z-x#)JZ1j+o?*xc)Yo!et9mf~&#NpRhZ^5)Vu!*cJf5%YVtq$ns7|$@4Zum@r9X{Lk z;O^BsoCCVFoSK@GKor!Dq(`b*%YwTpMgdWgkqd$YgM$z*+|u0KnacD0kBwB<#z?+U ztcc&KGw2&wq*>%~{$~TU9lHkK&pTUw$7eh0b+(eCnjwhNDD1h*rjjay@%Ab9pQ9uH zUBucK&7$MQ=qHX-zii}Z@6I9!si?qL@h&510|Z%EUgISsCy$q!w4-5>JR}n*Kup(rI#t<@1za9< zf+lqMe|&E;y9@v(*lI^737B5a<`##Sr&7H#g~dMXKI7*~;q|L1;*G zW<))o)Q)EjQJ(70#5HL6{6!u9(|4~?HijaJ8Fq29_ap`g=H6fKx8pi%{^nF`sNekY zp&bk}?X6@8`qAzjWs@tF0Ces5cx`zZtnYFc{&;z1Fn9&}zq}$0;^GR{*SV_umgIa7 z|4AW>ADKJ``BN|FrSCDliA9r>+TYDRJdWRx^Hl0OdFWZkpXGn7bK2uFOAB4La*P%0xE-$cZ`;|Ran%&#^bmi#jRg#OK>-~TbRmQ* z^qHpD5om3g^+FtlxdNWs#8VML{qOmAG~1RQ5?-2t8Y5FY@r=XPIb{kv!#)BL3d7CjX1nD=;*N>B=a7_OEok>^+(`?k1vOqXm?2;Os%qAIAVRSOVpdlPskA7#m%6F$~!YfPMZB;3q-+`@b4D<)ptG3@*Tk|}G zR{I04&PC7HKPkcMJokP!LpPwMUt%IrRM9suF|e+yTU(S=RM>Em1#fu_NksW^XN0Q- zyZYpPa%Vo&Gf7E0*te-E_;=H>Q`>i}9!j;2b9HlduV!jp7(|%*4*f2UcR+hT@H!iB zPhx!hpD7bb3D246*7{$gM2I3|^>$G9a#tepfUDygohKlAF6Kr^EooTpv> z@>q0^J&&pWa~+!NQApy7R<}>AYwmS=EXG@u8WXy`V+Toiv7qdiaGh?j|F*ZZP&m6> zqg^#ofKj867hqs7pPk)vP0H9NIecsIa_%~3^W6+V?i>zu*AheGWfn0*gDwS0hWgLR!z4w$oq=pMk6|ke z_<9VeU4bEFU1ujyIUVd{s>FSYUJgr(6peaqSq7w^{e_DP+@waU1n7Mls81{_S9DuV zhYmRKa^YXEihu(j|KXMh6tf^N94t@8NhDu2JEQ`+I zS66d!ztjB&??ccqob@fM{QKKC^)5@_@6veDv9V!0zDY?T?fsGfx>B0G?)o^gu{l;G z0Q@Ed-GC0xzCJ#1y_$jFjT+pdy~zhGz!D}?g0|h(B;c5BZ98^TlH=wn8h2wXJS(6C zuPTq4k{>y2H45WyMa!>)lDmkD9))6)aW2FN{50mvJy_q`(#u!Llv1x;6>?j(=A{@{ ztj;m_DMv3O0Bc0mAu+x&609Eeu$v?V$^&MV!#JUNy%2= zQ?mljA>_{0*o=hBXnPLau|T|P)VJY%&#a!8DBBv2L-|GPtFD@w1V-6QIOw$6kwx(s zmg^FI)D`%J><6_dQ&-Z|e9o7)?v~ja5O6S>Q=wQa-s>uhm3E0)gXhmX_PPQ^ICDh&$d+05Vw*)47*E&> z!-P8W^FCc)4SMO&GQrS8egV%-Lqo%3HBc!FPkv%_4Px}>k$_LQf50wc z!9+#-^((43nK(C3EAd_uS6p96#2rMPfBl=h&04?tgfF)dUtZ=a#8B|j_^f{bhb@+Z zkLA&$P71{9*w}#8G%E^zdqK!?wiZN{;F6XP&msh4i|EfazUsc(UuacfxE6C%{v@mq zFR!S$dP5t#q*bi_Yi*5`m>BKTmU|u8wi1K-@jKzyC)p6Vm*~0zx+S-_wN*RL>DD;T zz4#<683K?cKoBuhLc{a(P-iUlSP@K4&V%cfHryDy13F_Y8OnpM&h60BVKyV(Pn{*= zS;d=&rwhJZH!*6W;i3XOM*`Zw5)*%$9jSBQ_&p>?%QftCvg>fY3*bgd%E?+b1lkNA z73OEz&Nnq0mdux#$tAI9-bO`zCY>D`ddIS7DD0w^4`qm~Hn!3LJ zC3JHF*`Ha!NfwVm$5*OOgXRFy$B!eIYTeeLfv6JU3bx*_2}ccnSwRCCER>4fe^T+; z=ukOK=sZ^03_mGfAIPP=*}atH@z}#(-rUq&i*sy`1YRGr*R@nV9 z9i1^iYJ7I%yeUP>>HJ@Txea8BfS$L9YlA0${wVQ@K{TMxG<1EKE$Vw58WCXxHTiiD zeUyo~PhF0sVfUuXwa8pl4pAQNVIP7$*(I^vNvn=HzrIU(QLk6?NBsI0q6gtO#a`OW zQ3#jfV1@ZK1`L0G9w&M{`A$^~;dQWxf{LE{7m`c^fLCGJPr+vk`f%^=HQ$6YuOFR1 zX*yjLzd2I{j&XCMMBI4+YMD{-%YO_oOHxsQfglIB8agT$t@0Az^k>bY9&6YOj(n$i z`mV8DMMthjV13!+i)cS1qu6G%OJr#RHy)1#W>V1#D@*s~NR0#G^5&vUO=|ge!X`=A z81Bnty+qcdc|mFI=j4%Df9R8n_L_b#i~qOBQV3-AjD7Sy`^mzOUq~qsq;HWawnM@L;=q58+pNr}FU-FG zrf_I$3rjM;F5H^Ha((stGo+`a&wXmhYeUq3C zf%kXZ`#+{d#g#B&z0`bJp3o<5v7<@{tNYYBYuW>jhaMeFTppRFj6zFzCX5zzrjyPr zFr!nAgtJFCr=RFxa`+{aKD$a6H*s}RwuleU4I2S07RME~$MdB~ z2C+~mka9XWbrpbE%(7l2hKbkQj>Q&y9kgFF|G|}S4N{lG$>FYl&Z>p!S_L)tDvW2(XmIP@&P-`)5OvY^ejMB^!BfzT|^GP{k>)d;fi?LGReY8m|*oFj8|Bx%F9P)XB#yKT)pSB(|Y;xHv3&1ia$N9B}Bx;)WYrsVAd0GgAku5 zPfFxy{oM~1zk#q0*2W*W;8VhBKPgkkDa}MySu~P(lviAM=a#C5pJL9e-`5!nVJic>3D$R*|5Ylv zZKK`rd3Dn*{d#&-^2YVZy~OMc6~N_;?O(s}Z7!dJoDeiiSAuuUslR+F7+deQc3&ee zKVQIp(iu3bqs=kB$FDywuB?oKIYQ$HjVC|1#)?voTtU)S@uXh`C*bO6Le%GvF~6Cq zsbDM?CZ;K$8lGD(#|M2bmQp}aMF++2iWcZAr+wtmzW?l9>4KdkyxPHSlJ1z7&G4n> z16XK$&3wQG^x)Uh(&2!}9-dUHKHA;8xa8c+Q&!pje}?4jMhjY9sCDMkPTO@rW!be#ZD8?ViI&VL2}0%s^Jo6qVk|eT8p&9rsZYR&x6fWSs5Ne7~_1-5y>ZXL6A6B_Sdx zH2zt{{j1JX6h6q*HFwC`=g<1V$vkxU6m)zabeV1PKhf6(84)a3AqfnapOrPbY-weM zkrf6|3svV_tqZCy)1ybdP4y2#rRC%R4)9oL2^#yNc>&PuJ$evY{4RECp6%X%Hu9yC zAO8FBT1z~E;UA#BYIP-he+msY<1O1Bl0@K`s z9!gANSq<)`XnD_0qeA#!o!dmb=GM#ebt>(fYl1}P~im8_>{ zz$!QqJv}`>fQb%KG|kifr9Dgt~LwWts8)2El`M_Udv)xc^v=^t`%z(HcW2Qu*_R+!YY zXK^&5!ajej)wB*qEkNE!pdM;rE+K<`r*Zmi&)CJ1Mrik2wZ+u{bl0RhlTQqtW$6we z&^eCx+Q_rP7UA0_3&630*t`t=`ZWZSEPzir5fnU@N+4uoVq)e@fb@VCq$7X;Io`De zI0osnHVgB$N(}qi4xfVD-WO!iAX!PSu7A&M(F5IF7~$f^0jL^FCB)6gM_dPVX1G*> zr5-!e0B-4iMN(O-@Hk|U;kqvSYeYF7JB9jC4EZOd6%h*f#?ryICPe-#a1=RsdwYM? zM+`GQMy9r|-Hk1hZ-dIoG3-Z@C#)Idyi?{Xr79ycg|L=cEanCsx#<7Ka=m*5D?JJy zw?~wsC}!@W=t`p7ThQ(2rWESOkl7TW2yBsFbYn}x$FG-3e!PG~RG#VPfBmNhR_7dB zm=$Rn*EQ6j?%BEhVXHcXH0|oM&s^)JUvo5 z|92EXM=YJ&9Q%KVoiY<4$V!dsH)7c!OX=u-^A-DDT-H;ac-FUf-@ktZanyhQLS9N~ z@(ysKJu$mGK zdL{iL6mlg}5|T`$SL-KCF?eZ!AxKYe(v!$MD0Z>^3|Dj%aE*X{xV}1>C)uB5f`x^J z0pfP`#WfqYc{?L=Q1-?I^>nEBt#Y*UL#jli6Me>heX4U0jQrJ(hS1%wQVh}-sojPW zY#pq8Yoa3~y^!8Uz_G#iWH%>=4iE`|v$W%-z*?H512Fezu%w7#!hfedve9mZGlNXc z?c-p&Q&V@|`{ZPP`^i!e3@d?uHtUS-9~iJq0cJY}@)BSjAfM$hs7oA6(Ng1X9JV(V zMF)e};x2uqf3;Egk0U0^A^j5t0W9=A;($^ZMD~4OW9M zr6^0(mnl_jV`Iaf8#s6Sp^x91Z?1i>FV8>*7O?)~gY)zJ5#S-5K#qNVeGQ^LNH+9q z9I3Y$_0+gUbwYrP6^sb_II5vtA5!n`G7!l@%jmanoa%ZBk&1ELHN&}ekYLM6rr_#E z{imewkrUvVai8wDe3XecH!0Ca{05u>K0ZDm&qu9!-!Ul%Tbll#{PK@&$n|LXohry{ zxj@~6g++l42AFF=o@*mqEu5YAzeSVkRoU_Z=PA`SRs_L{Gz!aso9*iA0=pl{6W8^C zw}i;87mg&M5?J{Y5c)V|oPh=wXjyAQvGqPjETdFHuFFApX(FSe8A4Cb&&LbZ^Gi$d zIQr9gI)7`C4kx-$<&SKn`hyhCu{BVP`FVWNKuJBC@d{o0yf-Yq=q#JHX7vu%B4gD< z0aB<%WD!zybz@gu11^`Ub7!u8!j(s=3xo|C=+ecSDY@uAweTBK#@o~&67KzM{6OC6 z0$5_J-z(GL7c9`$10aiA!P^N>|qR=ocBss$7pi zx(Ct#!bd6%2j3}G#jpN=GRkiN;@zlH>_)}Q^v4R-*I+LQ)-;PCEm6>m+?iA`cBbwX zYdwQ0!UxniXaQkCk*5lv8j^z&V`VMUsjyUide8wPE+7~%+qtmDi8^M>k2&5I0ltq` z(0So_X9hrK0IY^sOB!yU#gTI8p8~Fh+b=X8M5Xida{?*APH|}c2H^HK-{SWhR$v#A zhS2Mw2fOfxM89Biobl(qPk@gG;h~;vqVs#(H1+5&&A(GDMRB_4dbFW`^eL$;$(9yf zR$AK2%S$O+>`=IEfNBQ6&_#SVU%__NSHUc!`y%+^O3OJ8iHCMmpRD0^cm@ZdF z&BlOg!5zQ2rRX*m=il6yJkI<0O=Mt|NU5@(-83wa|3l+NOQM<8fNS&ya8Ph58WNJ@ zQFYZI249fy3?2f%G;Ui3szl3zjsOt??g7cY|Hug{)(1OP0-RJ+Q&Vee>w>KdD0!tq z(P#*;KgeR$a`(Hd%gf-9kdwW6@u}0b>DG|DuoA-^z&VkVZ)|N{fWpi9#YIXq`Ckt8 zwLW{t4}j2VycU8`@7~9gY8hJunca_t$uctn7}n~k_+P3FZzR%Uf;+y!GKRW>nItqE z)AeY$7oM3iB8$5-r5F#fiioPc;&lbkVJJkml$MrO-21mVNNFNydItR=W(R+a;vB03riN>l&1?Mhjki0+}IJj9kNDw)i~4 zZ4Fe2ynKB4oqqa(e22ui_n#P&l$p6>b?Ho1V+wu46c=v>#3ZPYHGJ?!JbWls0p}BWJxlN)X+F~8!%YFJSc@+KQ}ku#8QiVftAF@ZkKyf zuo|>U{NCKNX^N|vFY8?g6_Q|mP#hu+*%Tlc{&ZJKNOn0Q&vFt3lN=JqX%%Vp_x9QWIw>kD>P=5&WhKZ##C~@%0CtIr#}Zp)R2IXe zGZf(SQuA(t@!ZPbgpDLi!mYO`I_L>n@MS(-->}nOTnun>sz3qcKeYroGKy2bSPU)X zCmaD#;q8amEg$`Boy4#yB8Y=tzWa~WuY>jZ94!A% zWi~gO4yK-0K>KxCpM5r%YfJK@zRn@P8JksqP+a1?$^XdT?3y z=fE8Zfh$RMO?(WGv!mCcF#u3&7Oh0LI}k#0Sz6^0{qaHEWb&t$^u^VTd8Nq~?xkKr zCp}5NuA2JxWe#WvveD{HI@n&ETQqZP!uynzH4^JNEOSFcn!&@fvoq7l$1qd=(l^+X z0}^d8EaNKnfxgPQ*M(LCxzJvBlIWj7bM3|(9KYNcI+)q_FQmB`Ixa3;gNJNCp~7`c zk|gf<_wRcSpGvQqRfF0dF{m>TapCPPp%#5LbZ2R|j20q&!i``-+&C$vJA7#{TTpz` zp2*N>Lx5Rx+R@n=VhWg*m8DJ^?B$h}Agynmor(cKZ$Tin&&qAgfO?P(p%gioNQcHS zNzauJW;Q>9S**n29l0%;N)$ok!TK>&D;y)7WY{^{PXo4lB>emu&R79)=XrL6wx}V3 z>TfpVc`&4pL%q6Q_M=IJJJ59{ z))R-T=xtE#RE0@ZKf?XFP*XACqf~w3+IKglTrd@tuc1iSAZj>%qZa1bd&#rn~UVF#0&wCua zsUeSY6Q=m%!#`gdgqq3oICjwxDUO-AlB(RaptIbRD_zKQn#rTGSiQcoKO67-#w<|a zip7YAX5VCj`tzlbZs-~Tx*7!6mlC=Eh%>DaUKF|8A{V`{-*&4fNzuAf64LCDn9WcH#%43d5|;XrNhuIb zV55Eo`RZZMZS!7FNw3&mYW&Bf|8veQD58K0e?nyX8e}#kv!?)= z@ycL42lTLB6IO6Y5~T(r>|-S_|9rgToMtS^FGMI16{Y-$4fzs@;w%xDDFo&#zc*C6 zz#;(NcxYMeH^YeWp>0a2&i92Yce+y-r2(}l)wHJ^QkirBr?>R|%UA!6?ZrQ=m%Cn+ zLJQxO(mwtmqJQ{miK*IeZN9N+Hm8Suose+K4?yJ?|32bRPZV4fT0jnC(i&4P$2~iG zv^DiR)3eh^#!m?SwHQZizd)_JRVQ|^)?7Lm>`4<8X()ucFht5_ULd88|17*Mm{Q0u zR7yQGKJk@!#R?>{H_pC-uIc!JlPMhh-zB^Mwmo2XMki0aW3;>D|pO5pL4%N*b=XD^Cxm+POhH)=^>A#QZ{%fjE$SQuS}gAMbjgzEmxlh=e7G zcsf50oChs2Dfz`=3;VMHF-YiN z+d!AvZH`K-C)EoSiOjS~MKaN8RofL-Nw?gho4jlGO3%=F?RH60@jt&q`W^0Hf*G4+ z#<&N64h|Gr!v3tclFXWBszfnM$+rn$rBxNH=M(9wLnjUC0vmqmyty|sm1+OB$SpLB z#Gzr#kR-|QR}n%o|Cb2_>KgDS-IijD%%_Dv-k;a688)}tRid!#4e1Ej76-IM{x}1> zE0pa<^#aiTO;d!Sk|xEUKxpO+dXc5Z^|LcVXM|cD&e1~^$aFHzx0!wRo0Zen&vP;lrZd4gSTx<%B`73R=3~Ll6{8oG%qg))A)ej#Qa*=>^rd13n2I?T(nR3 zLrUKHS~P}(am&AI4YHSN{V$GDq#F&z0W8W>P6w1!Bao1Q4CW1}rLH$NGzbn^9W45K zAO4Tb`xWz7P`J;X>Nv;zertx9`HwXQw0lZHmem9g*h>_EX^8$`D?-TnQfk792^}Xi~S$EWxNJ5geYRZH>B0dcK_+{DAf-l$Jl(_ zrSv_k5mLyzhg*L8eGNcaKo6Ig`XIDp;QcFA_9 z;#&pM51yKEKH>zF+_BKjfr=b^_FJ027W&$^S+<;OzHGzG`+8SWy7}?Iz$?2c5L- zxuBwe%#8W!eNQ+#U7ikBP&_6gB3f6Cs z4+q$sgop@FsyLAqBoJ>up|dAj&ZbE(X@9YxD?L&ym1ZirHoVu>qV;tuIK9cg9BggE~b}Ph@EWcI`{}AD=5dr^YeB&yJ3c4m)35 zT)0t@k^yqO?6(QsE?j|uaLa-m!+MAyl-}j}R8w9#Ne;obG&Z%YfGwqfj`T3n*?-+cO@QA)) zz`0gCjC;C|B-b&>dByO%o?=MChlgj~A7IS5U<>{)Qi5D)Vhd>b<^h=ps%Gym#|T?i z_Wln&LF*+C4-cr+2momepyz94jrH{nmquDF(5NQT9$N-e>RHZOoPk^z9Y}U%R^A!f?_Cm!kuPA zC#;X66hb(@{ImCubq0Ia$h8g4J#0$MeLPSCWi9x>?((7m4c}rgmG~Vkdw-}KnzH1v~EeSalxaOk@RhudrV3aWGXuMG0f;Kc z0x`J?UV}KJId}igl0Eus9&S)|^W3yQ+-DRLGQLY=D-%m*Q^CAWCg#PN#A-G98;c{y|F1wFjpF~3;2mp| z4NrP2v6W>obtD_jcuh$^l$T>R*%HJn<$Xe<0Z){Pcp2FtG&jQU^b6Fq?9;}c1xh3&wb0#5G&yrZyS8)!O3S`nZlUd{Bw2oQv`?snRd(ual|^KovC?_2qwPF(A-enRCrdCnbl3ZPwvKO<%|#zj^cd zdhx5#?Qg@6n5NNTUImi{E+*1<_)dp=tEWsFrF@TrJ&oNxk9KN`n?91f47esY4TkP` z24qfHAMT#QM$;A>>@9)n-Eyft~4?zuzbm1$yJ_|f6)~Fy9L1i)6r}(*>T?VjXdG*Za>1EiFEF>;TiFoMQ{Mh0rmBLpCZvX*YF}IORjGdDd;8dZ@dA5 z--y{iR411RUGf1ZRUg8|3&J8dE_pBI+t6)SiGY<%qoe-}LaVejc&SF$fUcg5OUh4< zx6c17J*@hJ>nFo*@!}7zD@&*Y@rVhhT70k2O)8}IwDZJ%e2M=161oDZPp$e|X-&bB z*D=Da8pUF-#kyF}On>@;1v6)`$g8{;G)ziB;SgFvG8x_z{nlJW=8{+{3O^ZFs!LbhJQDLl=u{)4r^OwKGZ zg4uoWU?oLC2?5E>e@#F*-ljodk9|l3yH8 zp_kF|CN`nk&BWpnj5eW`46WWpo3h0833>}oYPF&;0i%4z2r_y5{?sJ8HAH-ExcT2t zZoKaiOUY1p(-e;-=3M9JnfH*TnE2z!9?gsUq45Aps#yi;)g-orX-m6QSgD`vdLJgH zx<)qvmD>x1ZaHtU5oGwOAK^9hPbda6SE_bl8{>+1+c08*`JV&m0z3@ARkA4uWhh?# z(}CNa=e2`kAtUl%7zTa@5|BO#BD4hA@5d+jgGQw%7}kT(4iZma=tUB$wMh(oi{|x` zZoWP+I{mTkCq7B0l#H;)lWM!$q)a-C1mht}umdq7O&|gTOD8iQ8irM<&u(NwdJGgd z808IM*^*MY?2SH^)aa$i3 zvVPc@rr<_6!_RDWtZ;fx$pS0Vl6-t#Jd&R&Bpka!f=sBsIY`CFn$m6kv7y*n&-7G| z9W|QbfBCaNeYAZ)1|EthI8$`7^<+j#@`=1}cC9&c2Q$pHhy9$%?})e~D?-{x=aFh1 zn*E&(CFIHL=8w%4MlZj41RE`El_PHa~F{U%hd2yN-l1*6B-}~p%DLBjabodQd;=}bCQz(6Y;K4^)fcI zI_)E%%CKFN%8wsW%$WW*Pgh1L%Iya!>72MN@8fI0W2sz7mm^1PkViYlmP$Sb+Z-?{ zJl;vx@mmsvcqA~ya^hl|4DiNx8CmLvUm?RVO;q^Z}S(EgXj1|oM4&2vB!S|ri zuE2e4=eE!cXiv1i0>v6=))w$oF-$1YD7Ph25;CZOw8vql;C*bx0e)`(t&DlD<9Fol zir`9uhl_@bSOC?~J>-0Y%&DXru|MA&-1QgY-Dq!^so7{PoY-h(rWAvwtOnE~yp~qq zc;ieO->oCEvH%jc?P;`h@xLn=8Jk+YQd8ivRQRdKkTOJ|uGbGg9|t^iN`k_pP!RjG z)BOFQK`bdL>mSYh4i4#hhLCo(*}x~_L^ zR`5*Yh8EeLfMB~~fjt9zjDF|l$YvzWy`}&C41Xh_-qz2)o`mB`5j5d1-uwHc#AK$f zu@BGU)h8|0cZXkKa5eb*{<-_Ez-WaQs>O2c*x*GTaaq3mpJma3a4)s z4U3i}r5fS|X;*qinXhMGVxa;zqIM_|-_{$L3(FI;$tEc-WT}aF`7A>f(i!&gH%-9d z=?l&G_|$NZzPqSdVAZ9D>ynOMnwAuxDU|;A6=W~?C0t85UM!*EV*O$q*P2oNikRrY z|9S*A0!exo2VzT1Vst?mLL!(95A0JPQ3=EXT#1(e$~fw`25)B3MSkQ0f~QBbSIZRl ze)?C0j9k}h1_Ek^79P}kN9(o7#t)c-(3@rtk`^;M?|upvcB4}~sbHf$Q#TT0kJ;3o zu|aXxzCvv>auD`{z8Vo+bQZ;m)ZaGE51B$?tA8(NMjV8aSoGSN)a5=u4_$!s-6#}? z-pa%>t0!1OsdYAl{pCZt_%SyO@0*?R^$ASbpjYZkR=K# z$n!w`;zkAjZ2SZP88z}I6VRU^Rl1-wiVpg!3gzeKf{R4kKo$H|vuGSteJUy{rgHUa z9A9lu4z;&`0*M*WyIUOP5+^E^@TO}Uy(N>^Eh8wW8gd0?4_at`5yn?T0-TJk?FR$Y<6-Arvl}}Az3|(e7xTu#=fxZru zM{E7*HJ*EhQTpsU<)1-<05Tb%IoGXvo)Z! z#XJ(ugc~;c0P)rdbaDd3H1(kT1!^vAW}sRQE-cu7Go}N?6L3O6y+^U-w91xF+Vdw< zgkBh({-OWH{Vk1`r{$y2U|uVp&vLd~~-Dz7L=>Q7(Rd)i1B zObACECTMW3GLA%%UDEXToSw`B4xgOR=<11U}nUM`;)7GP83cosE zXLujt2$TunGJ@rijEoEr$4}L#h-H(5Vmr7xH<|m-Rfw#t0oxo<6wBf9H$|%RMmF3N z_`$8lTj&xW6Pol?3?9De&IQ6JOH?5ny*&$0qI!c#W1trIytsddv#-%7$-_lvy#lJWfB;rU{65k&#ktUuN7rXSip-V;ImE=WT!gKE7~6NW9Ge7s_BW2z)PSdx?>gNu)cN4@mDwtO>ZBP z5;UE^?it(M%Zx*j(-1<1zh#XO!zSW^oBNoGXu}JzBWXof4C`fUxaaC-ICV(+qVPUm z+CT9{fBczm!&Fh1&^xT2(DYmz_5~T8b)!SIPO~Y;VKL6{2A`$Z?SC6 zz@VR68z|F=;Rk6n2I7J5N%!GN{*yA{SJka5Kfmfp{rCwk>DGxL6hVPO1I}@kUaDsE z)b|lX=dXqWN-m)qX9QV!)YAY@wO3Y zlR%ZV$@y0sD89B(P5nFNpiyE-O+A%){H(A5HA?lYluezHX-|F2Dzkimth;SJ?=5gt z8bB~r(NzDLu_B%pPeOEB#3PZnbkzN}UuJ#}0(k6{G+^8zP{DTCaO^25Gb5 zJ0h66Zg%KY955uGHNO{hc${Y<@hjCCkcUs7J_QP0ARg@SQc_f;1Q%C;pyDOa>T#KU z@1h}e1ZOjWQBgZ(7*in+_FlQTL>|;dQlAg%I!sGL?-&_D;i^HlNL7h#j|$K=eBbY7 zsA6*^LnM3Obg>SaJ_HXqUyIKtewR8}^>;~ca)BpE*=V=)15 z0axY{(jz&+U0qPj0+%k1FZPTd6gwGhW_$dS@@8j(Zcr5|5d{m}Zsbb$8AZo0l&Sw2O8uBr65y$L)MBX(C19a4i+b+YSv zprSuS*wO#61%&HLSXQMiaZ(YQkvgucItF7DKF04v|J{twKQCDo-55hHYq~EOww9lJ zd0MnrD7(qW!td=~3MUnbT$?gci$0$Ad;&1Y>{bB1t_TmF=m9FlxW@!XDJ74C@SJ^; z_*8S5Kq%Uyshx^v?e+6% z6}|LR4l4k0R%&jc)FuRh5*jFLc|yyN1Al<)uTR5RpX7x)y(uHp`td^&oTdF?`RzN_ zk2%7760>{chh^2{x98+mY-dkDCK9b{8a`#)AvrRt_3sSdRoNu~49ET~_lnh0(3a|& zF!`;Mxi*o52)m~PVUYfEODZLeulj>m*4PA%KT(`tmqy+0FXIc(4sTJH(_cG zT|&DIi@pR+G1jtH75w`=I#b`m`fux1<+&15XVwLXmJEIG&svh=6s!~mDDvf+zodqW zDV^UBA+P z5v8O5_}PoMD;%pZbpeOl5E%jnPc_oiQo!U1ZUDZby_A_i6RH z681WdrYiTMMb;@UeZM}8TS>O9rT9@vjsp?XK2iDh5#2aaQWP7?(Jx#xq$42Z#N%IJ zm#?^E#*@pepvX!};nL#~(t68PGclpn{pcN*L?rs!yMsM$2K8~+6 zZDhk!Ixd_DUIvvS0U0}`VCfXDk$e#cYpN~-@W}+%6p=7N>NW}O`GABgxdm2-f@oc9 zYs7cLM-S*j_e)`ryu7h29h?9s8`P;d?Rk$NiXYRMXg5 ze++05a;Nn|S~6NC?Uds%tEg8>K_dU(4AXoiUN zDcJoLlCumgpFBquM6kt9(c9!?l`JZoe}@}@)IT7H#w$`9S*tHxmZig<;KaN1A?=pb zb$)+~R$NC35Swq?A-PCmKqv9ckx@<%88e?&sqkiW%+>dS;(xECmuWFZ8hz|GT~|_< zUC30We&8qL?>Tk8Y&Gs@ng^_PfLB<@-?&GpAB%}nfXu?H=I}d~G|&}Bl0uynj^?9p z+Bz?7k{&vd^#1H%LcLp2JS*_<=9J-8&*>%BW)=NIK^4d}ubAzY3bYRnOHL;_mItMF>+}`wsr% z^l6jEi|cy($(%i!^_|ws{HD;7<_{|2{dzwRE6P>|bcjJ2gbtP-CSbcruc1kDcdzU6 zkPc@?(5LbX-UBi|z^&wl*9Vg6e-A`JSVn+#1SbMmpN>-eB#k-UQHqf^r5XeHOn>ps zt%D6SDftdg3dIy4xevc@)~LYR5)B9Si~{|%;Ekm5+RAf4{^2{r=hbv6lSWB%b5Xz* zBRXmFYN=7p+cYME|3!|VxN&tgBFWxobtmy*SdQbR)v_@V<>0jZ@Y6QbcEEV)gn-)n z2iR$Sh_;0d+PTzfohoh{a;5IPHeu2FZSW?ePLV8o8<4aPkJ&;k6L{nB_i#S^ zdZ?0N49N!9tC31$UGR@5;32UXPB^%_q5-Gtk)3R0&|gd@>Dl*7kmc5|_%6l6r%#Z7 zG)ygGxk96X(}f@MFZ|a6sIohS6A+S@U(%VW9UoI`$JFBSJJT(92EWrpOq8^bbq#&m zxR)=Ei)j=Q$H_0!cHX8g2kJjnOd`+Qq|AcT-j`--wb_Spx*^zGgf!!2ZO;tye}L=X_CxuB6DJ)uSTYP#cF_v zKHd2C{kzhqyI)`W`Tw#7LKBT_r2~eCn=+~w6lRM$UVUA%^r0qenCO<^JqPvG?-;u~(Or!f$rrO0DLf#8V$0+ugl) zr$UliM4|6JL~J#PxjULB+<$SAE>NM5+KQX@tYPIlypd(w8Zrt9!+YRmd7o-sS6;9V z6B%58DND+$nC3hbr+xTYP$UA!d#}q@5~V2gc88UME+S#on3pVAr0ILxk}P&W+_~1} zl|W_U9Yo-X2@qP^uyWa5Yi5XI`SJdCoab_~L@)vM3#VyA90-6M&ANCbvYs$m%W^&Am=!w9s|44hdc` z_Uci<=tg+G?a^$$zE6!GQ_ldR`!3`)fmh*A_IP~5_@?!8$YkbD(xQG#C|(_L$i9Ex z=jdSR%+CZ!9S)0u)!=RJ$j5JOg|pKEnm34zQ6XHovGl&ZxJy4r|E(LR*PyQ?{AdS@ zFe+WN^YV+G9XBo&Uc_Y=F81fk1_j!8tNQ0D=c>mWOS+-|wa^f9r5}qLfDbSc9K-{z zOMUOSR?x*FK;o9c%b7}xy~>WgA|;Wphdl|a8eLhgQt9&&`+rQGWmFu|mW6S5 zcXxMpcXxLW!5tcRm*5aw13`kjy9R>01P#HRsl2yl*8Js1(_MAz);;^|{hisSoV>|Q zdH}W1R0CKXgMk(H3Zm9BfeAN5Aovy@3OI+#+k+`7hVFcWf_@^uCDheoknTCV=e+DeTeC>+*-AR-Iqhc%20}AXorgt4uYJFa8`Y%>s0{ye2&KfI6*u zmY0Ow9)N^fDT0;#3ay5h&c(!YJ)oIYL!KRo%TY0xgW0SAdk z9pDNG3|lqGxkMHx0pDUvS%iYzp>@I8kOc0r(ZtO|=3D{L9D39II!Ty*e8yWVlz&9j z%opp22LjgnY_}NIjExwnqfq`@SA><>OLKP2vF&pbA{IT-qR%i8)=)2c(yq zaw}X%-yEMG*T9=c+xL=tMr%UM+=EM4&{_zT&(LF2@J-=fC|O>sWpPtGiFf#OR%*`+ z;4A>D0GK9tQ|7O^fWRkK7ptK;JeZvsVQC0@75CN+{V2N9nd)-2=SJ%W+M8JoWj|cy zh0issj85*r#9qPBW-MU6>0j7>DE94tWwGkBb^}bR!_j>s_IyVZbi@JJ26fwJ)^)>`@R)iF&;R1iB2l(8 z(fxXwk-RRq`Pmbxu6-gIAmCa_&Tla4X8A)4F(6(3T+QLP$W<8rCo*adXt}w$g`T+Y z4Z$bws}MFZdt7e#0*>r*MtCLr*tj?#OttpSkQXqJ15%>s-yuvuL1D%W28`JDM1*aE zkkCa%JLk07(X|r46N$=-bfZvh6D(~Br0pp0w$rRSRZW^ALDu!O;c%U0#DWn4)a>k2 z(N5&2Z?0N(_ZKBB*I_V=kYnYT#*G)&jF1M+;nR8C_$^k~ z`RzQo&U*gY3$VvCvKoN^D})CxpbCm_3ae4 z$y#Vw7(v+uD=1$WsUV+1Mt07KO){oX25=jq6-67r`VM3GAkYVMmoxx)=$+Wr$0&fWeN8VZqrf{BS4_NQ)& zet^IX01**`R?$w9=@~3%P1w~>1idvXuH(S)sA4ZVPF}*6{eSQo$pTj9Z%AN1nO8f-OjCikwXzGDWwz5rb<)$no^J7>KWk53&%04 z&a&apa>^65T`?w0ZtrGmP}#n{@q#=p@n1>EOW8P5I~*s3Dxq@|KzarO#fVcHLUMfC9Ktd5uLghd=$M6!0WWpc z_7iJwbOllh{oYZ)1Vft6!eB4FDM%77WaAzn#<*zv%-_B95fB0^oJRlzm}7Jbp0G!~ zlL%f!0#kG*3O$hGOZx`MCqypNxxB7*S1MxNRZbJ+KImAh8FFLgWJ^q6IuL_RK;l{ejT3Gmt5~ z{XGxtw8fO24j^sNB?J>-wcM{EK54S+kFrQW`-@th*6782rwnw4r&*q0OIn|CxpKA4 zYL;(LbhNOHushLDG1DrIxScK7@CLShf8|JO?LA(m4h=bZOhN~yx~i4PhH=A_GaEMj zS!$ln74N-q-iDcUks|}_XcBVvMKb4c;NRLQA?wm>EJr~=R1z1^Rion)6EA;OEm|fC zAMNh`1rR~AIoxsioyC9hC@KB#P7hB`o`x`0r?S{fnuYP3B1glAwaixYLKZl{X#$#( zd(sWW7ugzBf#A)F$!Sf!p7Mn1S!L_9?N3ADuhxtue}Y}UDg?+Os(6cEio2xP;x}c{ z%Zp!834uT%1*rq3!AVed4Pb^)>@BE(LcbwXqgKTJ34uYk921wz<>DC`XjaYw z+8SsE{qH26E1h@$XNj4T3}h=L$MvLNcJA>Yb8euuJ?7X9Jp8eQ>H3k68eb7YSi6mE z{B3#U^j|OmR(=5f$TUzuX4K5zDiN;73t(dW^CbY=eTE2<2ZXpn`7x9aU$`Uwn1H>9 z9H9qm9mWp21YO_{F(g*kagAzo;Cm_fR6=i^y3pu;78ofAJVFvKbiAFyLBU1_`NW}7 zK)Hphn4kl=qTENvW=w@J2G+h;(VbM;`oBHGP2HrudNslLC%iq|PU>2N&!sjyue z=~0EFXRe7;{JQtG+Ty=*akXKL*~E14<)iC!Bxp=cUiIdeRydlx3fk#=>nB3bPrQCL zk{15mqdve$DHe7cvAzWdaS&jGDjuRYpLm>x5IkIqx&q(+M1G4q3brT-OT0{}R$Pc=}9? zT4?l9%YF27u*7yR>BGU}I2fP1)8(-iJc2J3&};rq>%Opd$`}HHyAOwW43jZu-u&4r ziwjz`VK92e%v`Yj#)Y=G4H{(P@cL68^dS=q_}QSQbcVjSC_$KfGXn};?eB!Ki}bLN z$!Q{P>8+)zYo85ITI|<6T)U|Xg~`KxYXDoHc?7e9Y81;JQCL+j&pf0dr_Dm`eKL*D zhwMQxQzgp-c=#{z^G*q$-&ZRKM(l2IbOsBk zzhGg(xn<-d>kjL)4fV55wc1VPw4nj9Ex*_=#~-*sOh7Bwvaa@S561e7`+GOiUl0?N znZCZYm#aZoo9_*n_J~Oic?4Q&%TinZTXeZan|JjZ*4CPRp9@(A;B+gyCJetK8WRKb zt@Df+A3T@DXd-qEBYVFKDRFc|hMqwWFx(*r z*a}@yZIQskChKl_gJmQ4BP6$yNSyYYPyvLX^J;GB{JTTuUUVYv{yFFIk~dUy3B)oD4L@ zftUo2>av;)pf7Zdjwx*W$cR~4D2W3~fFx~xowBG&0;STYGH`D>| z_yMb-dhXttqmubud+8^0EiBJ;yCnl7(zOcIgw&uDQyuth@zAyArP1N}d%zx}Xz{>f z4zg5APiygwo40(yT-Im-y9|&X9}h>nnd@jYrph>3_f{i)8&8V>!{`01035;`fmI14 zP(d%ueaTd|@OE3F)t*kZh~j&541f_vA%Yj0Tz^>Xcdl@iZTm@Om3H9eXQ~6;+oC7z zVbYsT405VcS=0{sj-dP>R`zStm^-m=&=3aAT;&7BarN{8gIYF2U1oIjAxm9jza7a$ ztev*nnh9`Z6@mjV4D6ZnO-TW5P>IcT9%O-MoR_&O?eElV&jX6upd&R_ktRt2u;IU9(EnVF*kF_4tv)HmPh;3~$;AOOjXyW9|JAM@L5 zAK4rUpE#4sIh8XLi{gNQoEOPI$#jZa2+)pCf14{QITdwtvi7%R4Xaay%XuY-u=YwM zMhK7xexg?FxbauB{+HGn8 zHj2;FqZCq*YM#Er!W6Y>n4l+2dn^E_0i$9upt=u2a`;s+q3!ZracB2ywKZ^?f3(7c z=v#omx(IWLrNJK+crLw9 zkun=q3XizguDoGm3>79GW}Hs$ZYy=@FXK{8QtKri@T51qq4grzE#T7|!*AQ8Uprav-*4Fm^kVgo^p z=jYdu5Mm5_$BLVC-wK=fbUI2i>G6iTf6=Di-g|8FO1Dlv9g|keKaet_1m$v|&pBzTob;ya~3C zL1lHxw2lgLE`K_p7e+0_jSvru0mzT<<)cbP^mdM|$pJdcOY|Hnqcr=lUSchU+i|K%VInfC(MkE9VV~+@ z0(%vvG2RvJ}ZRKyUq13mzbX z1$H-^m$XB>8W}tXvj`JMTGC5=Rs1@CNC0sgaqpw)L>mCwS@(cscNUsVQ-nhwK=SIE zrI*|QN`jdTY0e7++*WxDD!>Zl(R;nvk#(|YZ&StG+W;d0ww+ktK(LN*UPLYR=f?sZ zqAGCMLLUtGhXwJLzF#Ba!JnXjOF8S=W9DiDA?G@V@q{|NMWv@~nTj$Kukv3KJX2^3 zYmMEsSfHi;TC3nWN}B<{Z_MrfvTHN9%9?cEVt*b-3t?$a!b%+4lVLT~?`Z~*4r)@ramX;##> z_Nipd`}5kddBo=m=e}>6DS)uo_LT|#fE1KNN@@$qT0Dq=eJODthgmQg+~sGviuVJp zI@7OY_QiO?r0tfRhtSGhfb6)FDzcnK+~$iYKe;ngKPaG>a@)?DPpKE2kr|}hN8JyhpYjZQ!HUw?WRhom>F$TnQ^ zaA?1%XJBLpc}vH?rN$1@6fJhUd-;RG3L_D{qqGeQwnnrznZBurDoJ1>W@=)0>?0x9 zXg^&?JyqW8fbPkG?X}%(P|F7TG}Tky+X=@gNl8VU>5Aci33$i9{8io2h*B86=m%29fW@~@Rv@5fH7YxlT$DObK1CLn zk^<;BK&U8-%HHOQF*oOFmBXdFIY4W*(X|aBs$`f+e^Jq;g!hz4Fp2E>o<}g`w24)MA@AE@{sGD)cx^EVe4X@%Q+$&QlQj1 zlr}B(4ME5rDw&BM*PV-Qd@@W}U#|5MxJ(e_aqCp24XhQtK|izDuh=+UPdFGV6*C*u zcL25Q_k8V0i^TGHS}5MfbIlzN!hqea-y`nEljmlq6&x;i8vKdNw3r;keZgG zPa>0b2zh4m3ZFJ_kkmECGk9E<(}Chro2HU!1%PaYBa%h#|9j&kQ{fJYDy!C(%K34rve^=H~1sd7TJWUs@ZVpnth@NHZJKA{J{FFeZuw)z0 zGAoAXF(YDcfgf23ZUBR%I0nXakcEP!u&cwRxT`=&G9Kr-JA>|CH2-uOclgzJE~Ubu zEbOkdZg-vlF6Qcd#7Uj?yJO! z0Q02|x5P(Hsf!nG&B)@YF6q6~N7ul2bStjJms`#0Htx6Vx3?gpd}SO)|891%u%Qg> zx!H2XW{79eKOhg}tH1Y=HKOnC9guf>r^mNkAn{)VwOcg2lKKh?7j;HqI+=nEZkNo% z{jYJEW3#0t<zHm_|_oYuB=Nn(;V9Hw69my z$7{rPh@a~nA_zRFI+JvxlKqQNT5b`SK!;c6E*Y-YX)5)>bv7@l@Vew8_&Y3~`Bdkh z@kKCX3>x~hzR=bxE)kOAnFAZPl=+mfL~*&wlnA%L+{3Y;H+shX2*l_Lm2^Be z@V~%?1WnpV9;1dj6@oc-MzDZ%a0v;LgZ8!mV?HI&iX z+8TFzd~_7KZfs;E1W+?YUw2VI?o2+6UP3Ym#~H#(^G927L zS(iq&PNYo2n5CXYS9kk9W(#~~1#0VdK=21uCS)D!#{l%36Ssc3)WUQ1b6PQ7@P|0z z+*film2f@g)}F1YbuA(c1RIc$LN1{;wP`v{JT6#QrFdw)oTzrLER^)01j1~?*6|oL zY-w?ov;+O7Pdpy)WXTCMypWno{EIvvufAqXuC``yOJlTsBJN2fp5=qj0=;>HYMFOk zb$b(wnu_*mX=yhf@7o{ij>=wWL`3I%dv3r$6KQn_2#BD&8q?>+NoGT&60Ynm%tKLd*$bOs2 zQQ*skN-<4fM??f5bSX=V3Yk6R(lltkM%+&MuadV*=0eYX!rE$wG>gcyk+yO+ z`abt>$(2u;2G=OQf~sN0mB|7r{q8Zm%S*%28QVvp4>KT#%5N5H>Yr{pAwBhH&lu|7 zZ$v+C0PxczFik+jQvpK_SCfN?cOMn;z_ zYdV?f=?4ZMd;9yqf&~aK?Ssz)vpXnY#yHD8kS+&5B0M% zD=-iI;b`>rw)hm`W;kk!svNBF7I<*B+QW?WhYk(6!C_N{Wsn0P-^7ULhsgG|o}cd; zNCTZPM_I%7-bnj!NO>)&X8C;+d0etomnxIFEMcTjj=!^Zc`_F3)_+gTmstOS_-T=+ zS^F&c%Qs;C!L=a>L@}bMc`kj{72B(3Xrb_0iNfOY`mL65q-pwO3xX}kZbN{B`fykTz{Icz4ikULua5DKsT9eRL;Ah+HcnlIFKyVwg(Ws zep7-M4~}*}K0s(6O+-Hn=Vp%;Rx2*1Grtf_Zf^Qvzwb2mOlO%Q`D94QpMGesWoYx; za>FhpCUeuX&8zW6y9@%oEr6RTekh}ZH^OfsL}#pHpkZlgrnF~(^#DbP)0KLA`}`bq z4lF+a8oApLUE_D5(9+-XD-KqkyE-lolDolScvXe+9M2E0j%iaE7`!t# z%z?9O*G`z&DWhhr%y5MirkyR&1jaQR5fLDCvz1yiwy&SR!Ojg?x$w5*Pb@BANjFrt zTixqoNe9)stv_G0zM{O+4P_M50f_u8F8c*bc9;p(W|mCahZ4HjVT%SWEjyIuj{q8P zvf~|bgX_pZJkfi1i+fG{r)!l$^44DL$>XUZF8s?w8iGfkkrCw~lOp#8IFL>3GVAyk z$y>;-HX`we{qJGqkMP&=F&^sR(Vau|npaIbr`&;F7+uLbv(v&j(K**3$sBIjAyaqq z*kZfKvI8A%hA`<&i-B4=Eai7LanaAxH6=H-n+*N009_~I3pF);EQG4z{AOn*Ca)Wo zI{M|RX35h}-S^e)kdE48PtdjTxHpfe=m*fTegi<*U_VxD%lc8^;pfGeH8i0QyaB=o z&{L&Te`|Kr&2ckkQC-wNj~b*jIWu2W{aU5}aU;JSq9iIB4T~me<+SpZPGKZ6q1j_O z93e>^^%-9B(e+&nSuOdjVk%d43QIZHe$G1`dgT}HLbN!h9keJiXveqm>o{tRh$asF z7g7I{s;pUg$_q9Gh+Ktz%xjf=ip63nwBdH?M+OJo;HVe@QXwc|yUGuzax>4c}fb#f+D41Y&C7F=_IEu@V9T&j4D|xWmI2*s~Y3n)=34 zC`|+Y4g<{JjSi4!O~P|jE()1HFti~Q=nz9f{);J9z+2&tTWul@laq_~X712>OEU>U zX{Vk>f;WetBg`13+hnBY!X>3-un2#`<}Xg|>OK^JLeMRV0bVytNDupmP03Y_xCplW zui@E}MrHN-l)T|cHWVUr*c{`~zpUIIlnjxYXizEJK%CdJ`HKfe%V@W*QQXX6J*xSJ zRlm`>rqlZ~0(vmmFf@eBU!fdd^-GKC$e9f$f`i28dfaW5D{eXK3PFE0-u7;$hL(2v z!%Tg4BTPS@e}SGRO<_<;h|tkPbdk*mfV=wV1K2#9Kp*b_jpY?#WM~NJKkoDPK1~BG zMqZHlKzIc{&D6o-9n<_PUx9hQ0zW&d-s#WbIBaQfHRaw~!7SRZ2h`@~&jJMbFzhnp zO~-Z)6AGzBu{CrE3k<3AjSSgL=@?n;6IkO$1rz>)cqzzva{7NhouXO zM#DSz*^bAyD2n-?FIo?;OcbS|S=45-rt&}pMW0M*5*Vno)Uj6CP6m)Kw6X{oUV5sm%v+BwSZh!>Y9S0@Efb>p&;0JdW%I_ zw2yWf91$(>kzPR@*D$7w)xekuyZLX3;oW-FcE){llnp`Z?<0wGDB#fl~TcSdhR)4EM!uvOoY^63EvfM!|B zh4c}v`7j69dh%5lnVRYi4&)B3@e6zLs= zUE;FFU=y@gCt=V+!Dwnl{YiFh;&Vu}xI2V94%SyvlyVh3(GWDQmiWAln?)wDItw>W zENE!qX;)vSK6?Cz*-?;v1hAj#lyy^x4xB|iP&>|&c!kr&h9;W> z=hy*+KKUGW%6Z3BNFiGnP+B=uVO-KLQ%iZP((!3Di)oi4Rq`YnF(ibl5(VW;1f|nb zA#HB*P&mkPHm-Qm7yed?jgVMQCKPJM>|(lMR8oywjTaO*Vrg};jkP^kr&+~a$;9IjD$ptvy5R+dIwA=YQvwxuTK zV6oJ`*iLDP@d_c*a@$(&+#Ah;D@=kq6C-VqWdyyLa)`kq(ZSM#iD}7^cks0S6)L$B zcd?;&?L67US4s zjzX7$X48qT^8{0h*8|4!>6&_6UHY5kNr+VO+4GHb|7 zaV;b56(+&A0Zr_JLUb*dty@@7_dT)bUY#vP0X1B^;ZlX zAYYc|MF4z?96`9mBa%FNGS^I};H4LcyVAr^2!~a-plFwYh-SO-uu#^phLnH}6Y#%d z+|y?E^}KJcTkykOZ;9{cntTxM5Qktd*0y?exVlTdPQd0w_BBf6Wtmlb`)kh#W)I}l zb}Y5v^S7e#2+cceH@1!5dO8Fnk(HLoF|L9fq{4krm{BDbp+fT2{_%j2(X|8VR+%f@*X343#VWhcSz}%u$bCZnJwCXre~Ffo?EuJF~H|64ef_& z_IvSC=4QJtDm>tKKWs89`ATiG{c!DCiE9@M^2|>0q_Y0AMJ-i);1J4epd&Iz$msQK zO%Q+AUpc|mB7ducK?ap?Z@;q?+yy>kn1ADJ+ zRG+4tSFhvo0qcYt&cYJ0%(pF1?AUlnW_fcY;B}YgY{FVs?HllALBoen!O}8hf?0bX zbX8-o1A30x1UJA*5f$OjE-Cq{YIXuek4{OPe5%$Gz5 zO&T^)6*W&NNzP>tv)d)k*mnS&srTWdD@`1Cz7^9^7%FHN7+L&XX~xh0%^jp)lFH2- z4^gN|oPQsm)JHV+1oW_mm))q>4AYiC1w+8di7K0=1SQp4dD(G<${RYPL@-My^6l9U zT(o4gn|D~37W>EOvn|jMVXgG^osm>hkEd&gvyXVjpK&z~By}r>KZ3?B8sJJkrgN8? zpRDtEjt{VmdTMbYRi97Gtl3FbX=@i5hx_|q;f2S7zMFV)P) zAZhf`ubNW7G`Q#tNyyU(D$mZmV!c3mZi^}X$j&CXp%(ym5LMi(Ff$QP)LEudQpXx5 zL0LQ+V#3B2^T8Oqfp?-t2XY%AZx*D1le6XZypc4)=r@Fd9|gLH;|VX6=k36*ccUie z3S$AG$HOP>&CLwDtk@U**vozlnp|8wS>$dr1nA-egS%={Y)m32@yb?gA)=J76IfrV zQp+7E(SYk*`FXa3(d_aRfer(P1buZCkP|oIF9NjPkVS@F)g!bYctLZOY+O1HX}KZn z8xT3H>b;0}a=5BAkA+%&)sYh#GLRE=;^Og)>P0tBjs|Ft(OI40o-FCt8G)|FcZK z|L!axBq!NDu=P-1{|S`IBK)RY8bqVIC)eFpeN<=BplJBSES|jddpJHJ_kc%V(3@sD ztA8>f;MCTrj*fZQq0Sb}Z$X#2501g7gR9_6wb?99JONNMEa=phTJ<2}ri?V1k&ijt zC9CAF1q=D6gh`gcV%|!GP;4^mhTS05$U7{N?d_?B9;p9JfdZY|@H41nE77qThwhwY z@ux+hS%?kz?qiMZ%y$WKrk$lhBBc{mL&k%@B~N68zrK2=zILv(a%IPjTXn&V=Fn!`;#J16aUnJk3LETj$9*E2Ej$kz@0_iOQ2vUBDv z*H}iO6Nu4V%pK6#8!8cMRArA)jNXvzTjBDmpR4xtje=pfK%?o$D*zMK?eo29OBl8Q z=Y*KE3wX6PH6s$Y(3XKYX5G*L;DFP-^oY2JB*F#+rZLp+bCCLZ*NEZZ-z{mS)h9SP zzN=`9|E@}g-5Fl|Rg0aNS3b>UsB+(9mv{qpKv(=*JPahCArzQ1TTHg%s@0GVeA=}> zjr@X7OdnB_eOg&vb)Ds5ra`~4J=t9V(RkUMYE@2ruIjiF4#(hdN$mzwN~O95+hsOl zd=lFC%qti3kXnUM=xl~<{CgX5!P$+Y%pdN!)($O4KBcIi-XRurGMRRFiLh3pWCuR~ zvP9Xp-UR*3GYt-)qd_f^$@FAv9d%;}6lSjgBOC0j8_4Bd)T!OEgC&8BVbLt*j#Yg_ zLb%(jhCxM-B+w^4CiY95QPK(v0)=X8W-<*+;NQ%2{>bgA%~UJD8I&b@u$-Ajw%?+t zwWM_#X&65o=6&n@!$wLWd7V>A7wdV`lSYP(1`oo=zec+s0{fMc#@3&mWQ?dw<`6^3 z>tkf+8PLMTf>OcdYMgD@;*u7-XMv24sh^-=f3iR;S?;%V%3?zj6{1rh%u zd{z(^y;j?|X^DlORRN-lI`u9370a-$v?1N4-BlCx!!arjo1YR0Bo0PV2xSgvPFWK8 zj9_~Dv$qbm&@zd+?UDnoY&C&*FSk!R1>;k4Ya6l>g;lWM#x^|a-+d-F9L95O=FI#w zOd03L=*xQWzEmzx241E%Kjo5?ISi*CJA)v&7$QZYH^?%mXmP7M>mx)3jO`QbZc9lj z)SvjPJ_KVLrY>(C#dOaux>}HzM3ZGBEDSvR&M@vl)EbFdYu@K*lQmKE77ccGvELaE zi3ElgE3w$Lo5I|FS1PeZ>u@0YQ}+l7=MNNWYS`aKl5Bu35a2=+2_9ia`*y*lZ-0a6 zy~mJ30@(a2C)P-O@+?E3|CS8ZR^qyC7@0rt2G3&xmJZ|3)9e!aL~MCk{k@epc7{Q3)b%SW-!twrjp>2U0W{+UruL;05%(i%WU=L62&GimLlg!*)yxD5N9KIzZx6Fqm{R|+ z|MMEX{*J6l4V#M`mhy}~C;aG>Q|Y|riZeWz03Ig7=gon(&^c8IOg9t8=|E6qPAFmV zUv0a&tN2K@dIRdrgU^f?Z|m!y5sQK@I-*0;BnrmWD+n5`;@D+j-CeZTVzCM2 z2fIR-R3f=ZJVPSWlv)C`)|aypfpBSEram5Wo7zU`Tp$#}wn4E9azS%ozEb^0bXk}W z>FjhmyY(R4{q)ADF9*8StR6<^Sy_91O_561GpMEKU1hFD2VN6JV?5ZThH>Lx;Wf}o z>#GJxb(e z7x*)=H7f&3SZD%F52g}{bNm&HaSYm66MWM*ME6Bq({W7ZUb}9XS8vt)=s1iK>*cU4s!<01Z@r8rzCM_Xb>JBKR-{TlU zskx2_!LQ-o7m*O3{kWDK-Y|!rq*3h_CFcrina1KV90gVl9+-Ho5SjmkJ=IEIcNt(B zME0%3WrsIAX{#H>KeOTOTrAAJ+Fop6uXeU>jm$uT>=DFViC*i~ZW(ZRDAP7WHJpO$V z{C-a?X>d3}uN5{Cy7)rg&u$}%A-m}wnvdMXpzt9aquv5GXCrwntO1IBnM4UFlW3`g zF-ieVIpZE7zd1AHUU*Lb@zGrl4-T5C?4p=Ry#(7G=K2i;!cH?wNB){T^=f)ii5sZUJeBb|&v?gOX|$9tx6JUU#}jm*9rp2d z2rle`@mXMHH?5;Yi*MPduxj&+fw4kGl*lBlTJQ`mTe)%C-Am0Vu{iYg&3Rq$xr}Dh zJPRnne5e9gw%}f@2c!L}#o_4kkS_Z!A zZh(NejYHH7`PX2FBcthNcBqSb?XO)U0toO3_T-eq*wW^T#D0Aj!!Pg-mC??d+_;8| zg%alZ91#%$a@^dkZ0>08A9)$^7t^ z$oolr5s~yF%Yn>*<#7q%CJOs+i~NidhdDS~<$}n^@XLCBQYW+e+fq>|@dm%_C z7G=gEEW-PBpm)*~&5^9QX`o?H+&cOl%X z357@1>GRlcS!8V1smS0a#}!ZRSd`!t=?4&5@L>icLyQG!f$9Z9eA3Q$)1fqKogZx! zk-A>@eLjY-S4Dd6wo}oB%zF{OG@&U&J=C%I6RtN+z1ymEkZoRhE!G|kaP_Aw4SDWxlTJk)-UD$ji4iyh4xL7McSE z)YAD8VxR;voOPTgAexW2p6m~*^Y!bf#&dQiPgjL~6{dltI<|up)+dY}iXibGGADiJrxX8P80YMW+!dS}!Xd!w%<^)DCol>9=Fp zr@fKx=N$w+72?&_yY^{O%u}Bt2vj=9i-D!k74^Y0_PW#h#*4gRQBLqXm0nbcFp=k zSV2(^5@7a}8b`dse%T6-!Av2EAo^Sbu)7@$B1=KPP@$SpF5t9}XdmPM)d=3_FK-!m z$akANpAgKL=vC4}bkScbRiy&O%~L!@|fen*5Q&9y;|-a5FVbPoa_(s&l2 zfH1Qoiqe({k(4~L{?0Eyf>~a#@2F|^6}yvHOQb0Oz9TiM2?1__rX@!EGSPF-6f9t2 z0qA8wScDc$wP{S}gPUcjZ$d>~g$x;1_-rl!7Kd{~^x!$8xr;t&qci=DNtx|X1ru3q?bP7$a z4e1E=(**PF8y&*2D-8sj_5}|<;oq&vztKFi2)qSYO4CbZpEYpQhngRij#$xDKup+s zRA^V#H}cWlF__Xa`e!l>fzt#imA1s28agAs@}V_r%xH!X=q3cJ!3(70ra+Or8kQUu zZl)XadmghcH0wchN7_^wL#`#$;e+hsJ9?ykp`=UoC&lq!Z?EAxrH1=?_A{O<@URsu zq`z>7W>lb$v;~lASEvF5-_U{lnYh9f!Bj@#l;_XZ^?-}%;tiuxWTd5el* z8;-n#GOp)TE3l#)VbRajf$ow}AyApcJd5M*3}e^Iond!HE%_vkrBhLRyQG4{aTM$| zYdL@Rf=JP6_UE;irj)rRQVY&TtVeLtWcoFX$RB@Ae?#gMvm(bh$~SllBD}fuH){8S zZZUTYNeOa`8t9^D=WNi==qHF~OqCoRdi8Wb_N$X3)nht(4KM*gcWW-419;5?H~Rpg z#n7PyJo*hSZS!Ka4R;Um{x8>Vd?=CzKUjFO%}V0@_LWf#oAsE0{we#bG086*{=bZ@ zex%FmJASx0_S}QCEi^G8lQgrCz7grK?)BxCtI+<)*3hA)|qz+E=armB;skh!|o%BZFEw|LAej+zY?!>mf*cJeDg==Jpg?j||O^ zZR{u9FT}9w_!Bf&3CL}{!3M1tYQ#EdMRvn+x&r6O^p!Hv9BQb!DT0=?iSWU-HX|#Lc@a9SM1`4tV(WvNl(NTF~*))SaM)3YsAVXPEMtl(#08=9Q+Du7hv5TU>gH>l-={Ehq8cyMsu?T^nlnx9@#2A|v1 zFAT_0?kXsv7W~)nZGy^T&;sLYO|+-e;?mW-4NTP73?R$BU#6M1Hab|?{RVa%ZIj)9 ze?N!Hsg@K=a@+3aK*K7RmPlFbseuJ#j6iBjN>rRRO3Cv^e!aakZ3=jY_*;LS1+D+z*N~sCsNnc`XJP9Uby%v6+u%4UWr3 z25m($X0BvEaoW#^0jbl~5*b9?243IHA<%a3)kG<(m2k6W*AaUV{G$aQvn1D>Ggdza z1VCP?C2!~I%5KMQ;NlZ2+2g>`s-{Gf%eI=;YEd;1C`wy+Oay>B@J{lEqq5%I=KT0pCp-=b+m80BGhb}0?d zE!ftmxbkSl>2SvWi{(C((uIDfR}*ejGYFGA0fLV%C7RCno+!}L@598|){XOkM3|u& z^9Olz8lVA=ePd7u`|VHH6(~6Gh#{G^5-l6BORIW%R-$@cW^H{ky9ehOMUd6g6I2Gh zF%d?)Pu6`LK?Gx_jd1 zursZ@a~+!{fNO~4PEp<G*m;G3R}{g%+D0A8hu$OwC~lNfxDy ze||I<7!G@}E-O%$N6PqqhVA3DpgNu5%OLb2n!`(rnwJl255PQd>uv+3{)yDIu7!r* zADJxwB(pq{@Qy`Pt`tY_ZGeFtfeq`7x8)B3$A~0|qHf5R$sP?hfcok~Ac!+7NKBpElc_0TO=TqA`lpCZ zM=d20^4~7y(XN419NMuVLj(ikj5gWBVH1Dp2WjUtH`|Ik@NeDs6zS9k|qVsLXCHt>v1XYHMrh{xvDDU+-@VycT& z!LzU&v58DxP?>vdNv~L9!)%6_`04BVY;*JPD8+#SI2LCVzR!!36>N&-#C zH+T(QyA!Trdk~th@cH2ulal$7KcXm35gw7#A}c&1AM+prAA{~MD=X&pM@~pgzN39* zt2;4PaB8-0*#~p%7{h`7lemC`d5HWs8#ONkV}Ac-p4;vXgOkOCZ)87G9g8|Z;#x2K z@;ZGxa~G{?#65r=-9kOg-QBA8d;X5>y76)y;t!F$APUpTi#p&l?C;bqAALE6+VdMo`)WKvGz zYtm;AbYr+KcP=Rq~qp7G^8iWs~E?JQH^4= z_>sWSArXi!u!0au=r>wS-CT8|`S4xdU`a*2gohbwQQIHBZ`na3hg(R@*)xM-d@)%E0TZ|r1Xn$jyTq~DTu1q+26cjL*Q$a#y^_|xk z4?sJ>MOG3?r+LVYa2R8~XeB8UOL2&lm7Sl4!DLOG^;k9#Xpk4^v+y<74M`o}zjSFm z(&b|%Q}oLt64PvH3S^alfW^$L+BI^2ra1DI+6|nJZ)?bA!}H>kW~MS3oj;Ypb(9ls zT*Q>v@_P(>&CI=NpqAPT{c%LPu^*ZlV6%>wXk9NK;&ql5FVtYC`ZCoMJCH!Vj=neAX++E15)JjQ;JuS0CP$-l8o3tYpCMvMvYFNVz+08`NnK-7 z7yPX0II8rylNnEVaKB(+G>D+-n^Ywzd?YK1-4THBGVC4B=r@g{_A4Rj1$cP^{uPUO zpE>gb0>aW&|K#+eEK3Z~QpTN?wrM}O7d)WDIm_0T8?sYBy|F?TjCvx86!q4Tq$Nrz z=^&h&dJ5{4WRt*c0OC~F3HL}V**Uc0A;$IKL0||y6uAa#KW>Tj zpK*Ujnu4z2_izK`>$-t9!&9b!9BThnC9$$!xJ(keUPfsHi>^$mq0BurUO91DY>=Zi zwsGLBxU~Rn_V-6ENhu#PXo;_OL{=Ann`^xfd|wksx>Sic^`a}r3v?+xL`6<9#!V3Nz%>YoXxbJzew* z8x@goAeQO$7eVa;R=Aa|$QHBObvPF$f8#!W1QGDf8MW$h2RQW%q_brM-1HGfQC03Z zap>=fZy@d#AQA64q!J4 z5^WbsLLu1czJrjj!?=&?hDHa(?zpTTe7aRP+nc$(9UNKY**z>3kU4b}xLlD4kFAB6 z73kf~298OmnU7|0YPHGqb1vHYD+&dyn}hk;Dp*=~l}4Bi)_G%lHV56XC{k6yh6i86 zGFZtJgzIW8hRcfq(R0TjSYgG7vh!a9Bh!NPMV0I%jBcG>k~TX|ox- z6}3O1BRArDeQ(c3RK0mh?%+Ov*K`0#JaynY@Uq4(x)DAFr3c$6h&msPRT zxrItOpzy$^t89g(kHjYImyh_j+hgL{z~ApY8DRrsL;?+IQ*M)HLj&)6@6NREX_IstB4RiH-$3e z+<_(+)Q*aRSC}3Ls~wI#T&h*O3NHyqy3sddyg^TwW3?%#F3jV&g*xQ|!f_H`@j+Et zvjP5ykT@cOL|PUjpL{4yXxR_*DZ&XQl!(Fh)j)}Y*YXG2)Q7z>=6;&vN$t)D=;%zX zq_coz8`jU67!{g0+U@ktgen?O;`;r)XqKWmeGd1qY&jt1QZBrnd-F+ANqH%SBFI7! zHAX;J7${mOJ&)*qzwy-~*EIOQw9(h(d&56k?cB~fbLzQAGjP*EN~>ez1Ze6JQqVeq zPt*`L)ZZdxzXs7cj1t|o0~7tc1Gls|*OFU`e3iMu?&(ELVdpv36;7}Tev_;a>f&+1 zb)f}KJ6yR>UxHuAhaWzNhkLc}IOrE~lOe%J{s%ue=8HoO+J0ct=H*quSF}R+6LUwi z3QY+sVB!u9!m+9dBOM&g^K^w*HXg15e}KurR_YZzZF%86bGD^z^SQeyBp(Aw_{0HL zs9}~yyjeOj`x)y6w+E|QlTA~V(ppy{W1h;kQoAPUlu=inQ0UVY1fL~n`sHz$av~+y z0W^?aFTYpgAukNl5WWr@f&Hh)*1qf?Q%6r+a8$(#1t0^oq0jz=xQ>UtA`$qe>6d2D zPT=Z3tu>KiG_RnSx!Uhdzb0+aeSVjKT4Z?4tn##`D3O|_*#EPL^9rNOkHe4_8#dH@ zA9CKn{PGMNkaFl2=K(LP-tC6$5k9y+>LHM?Eznm!&St$M%VJWO3W_A?G6XXTZED54 zOYwhQ{2WB$TL$uKZB4)h@B<~!w0A3yAk ze)yc$VF!`4O`z@WW0U&>dy>Yt z4{$C!nO||Sr|*2QoKkMwC`Lb4Z}$a-sF?J3@YYB!(CrIjD?qE(+y8~Urtu7r)Pal& z3)b`9eQT$6lL4iPnE^n_?=I<};{%aFn6qL@yR}~Yfu_}BvD+d^op31Sr;M3TAhrf zdsQT2KZ<8FOUQf-0`MF$8aq-1Wwt-u5={8PGxs}%;H!OgEj&6T;}uSS40?T54tyznpmI~nIh z+4B7q{ezK7UN zdL!It-*2L`Db~s{_@l!tHd?6XT1m##hVi5MFV-KJA+PV`}ai&9d?z>HD_&Z@5*dPms zWPOiNI-trlsvwD(l$jN;1FGnw#SDH2kziYFtlcFV2Q-V01~s+0ih?!ghEDSglTUQM zqX$1&618$G{o67erV7aHV)ikY7Zok2E4R25-(FRoy8Zng?-Rp0)9{SGXaB!47dWU; z#4~896G^?Y+C>5N1O2*X>UGOTnj4QH^_7lJ^EHKlyvrPgaGeH^SqxbiT>=iX(E>wbB~Ik za~$mrn@2pV!!3`DO}CIhNa=2R3)bJkI5>OdGrlS>RP^^@q{i^NA4O|FL?z(MQjkQu zoB_LhmJ0emjlvdaq2p(QiBh(yRB?HC*f1zLR4k#G`16O(?IFhc-G2%{!7|4m)=Vjr zZ^9F0B;KtiNI=u*RAa??ydS?k(i6FrFjB3WpNdjBL95FRd1^NhkQ6y)a}?I_HMIV@6)K3rU&F772TMJ$v&8FA~uMUT!{7p(*r7e$mNoM8{FcpS z;<5X|OrW?FO)(pP{uL*d`YKVTjD^ofSJ;S@&CQZ)JEKdg9Gd2RW1A`Rs{Xc}(HYZR zz1k1b&8HMt|stPb3Db6Riqt6sBjH;bQ&h4A6orAKe}QBo>8A z`BO1ev40CP4#ZhDNHO}b9c@gBA=QpwqhB4e`?V7;IzcQ#iJZ4BThP%TNKqde+7yip zCA?I9OlIvR#~>=#5fJ`z%>V8sBu?jAG}XW8Co}^G>5E;wRmcDv6%@&IEbkpyujXfI z`57XMOLcJ|#+UaJ5n|{P-Wmq?SmcOovMjfP3>JN5RGUc_kF`727kx`6b{oZno8azydAU2b}XmyE`+2M zHoqGXJ^zfDrBUg-SUK2I`q^NL;N7p7fLVG{5Rn5#3C+NUFX{$&(7T!HFU&_r&UL z&R6xZaT`SJIArfsX%r-sV_nr&J~ExPSdL+JK>#9;Eczq2w4ON6Zx$97pk{2ZRBI*j z3%B>H8x|QVH3BT`^PyV1WTj|ciAHt4fFFEbr1eWl4D~b$Qmo+? z{AG3iPEnb64X<*#l^*#u(rbEB0Itaikiy54jHPwF{~#gDv%ovopd=JfiC|q zS$V&pZ<7)1jMz}(0JzS*1~lrdUAk@}7|7)Ho7X+ZMt=MfD5jDV3SmFp*TKBD?z<)?Wg9OLlr-%Lke%i;-8C$6{dDWoIA zxy4MvdNV*b}PC&o}gz4(4ejEcmBZd3dL{+0s8aPN7t91P=>xmD}cfj zpG0|PS*A{&11&nOgC$>BJY3CA{F1J)#64Yds~Hv?KK+nS8skFZ>qs&fFLG$&#&GEa zRjPUqOoULYi1c}4Wiqm)gF?Bbx)Ew&zQwfIe6olalP25q@zatICHW&f#y=}OO`sKJ zYBis?zc6ow0ER(c1H^i@`xTKg>0k<6PypgMbHfbnBWhKkv1ms}2Y9K~)5F8d4g+vt zD|2xUUa#!(_k9T>5)!B=g)Y$&w>dpIp>u01xWBHY8PcgSN4vl(+!Tg=uU6~2O~8{_ z?l-wf{q^u&UbR@&htkv}r29*SibRMpjJ@puqK5>aj0w$Y0n&63J78sKNOV2!|NQPP znv2*xR3Vkq5cCa(a$=qr%06l~JjUouCHE{0;yg&|vaqJF(gjDJ98u2CtT@-l!J-2>|%K(4uTEQMIe+_4?ig#hwTWl-pcq##YPlemwY3`&Upfq|BZi zMoUR)XK(-EBUy|XMTCz7DtKTvW@yGP}Bh~XvhSG2>lipHzBi3lnTU6(LrlrvOI&5?WF zF^r27Vf{PfAJd>iV^owP1&7*VHOu;Gj{Q34e}`4+b02;hRI2m6Tmw`5Zx3Sz1_mhk z-UpN4KtZ`jQ6av3*tBvd2dD^b`cE8RuwixUUNF3~a5VL>^@H6Q)QAsYmT-jq^!R%E zjfUh0Jeu;-d8M*=I&*^RAC2mbGq@WVBeY_XsX@ngYizb}U;fw*m8P2~k$$^zm3nFT zXwivZTAoRX=s4&?08nLO)9ucSA6ZqG`uQQ8lKs$TO;-pY7YYPT$sH-#hvR%f%l7U+ ztRpb%U&bHib0n)cF`&AYnD%=Vt{-sJF%0kmpL1kFsJTxpK8*ATI3+CAlaly;oxnz7 zH{P!C##hDv;ebGrIj-AM*G3m<9?ZC|=#W~yq^ritHQIpd3?S~O7+IRjHBQgfy9wui zvD+=JTNsqv)c;=ztwN6I%WZu-ughsFR(ZO1u3;M~35h8Lv;mwg-QV9A3PO3=B6`~& z2MLM_Htbjf;8kSxnVFej*xUnUv|>oc{r(2EQ6LebD{DbeB{LcFw#n-Z-)dUzri0S8 zOSn)Dv|EW7REPU@P`zZTuXnJ1dUW6heIgvlyhjrEiETM|qdIyLs}*M6nJ%Q#(YAuF z98U_LUpaRQz|?q+;vpf0#!u0@uIP5X=?d+W8j!KgaAv&`(kY0#&dniAkU8+X8R`a2 zX-btF%JAFSgi@Pb%OI`Mrt*CO?XT;aO;|)=r9SF1+WYcD2#ucJrE)~Z?+H#W#+l?J zVSX9`1D6fMZ;jQM@VVvX{Mp1d@jeufLs56{(H-SyRcU^xP4Rb}4tV8o?mWxoBj+CH zTznX1e;%CiG~JZ+3k0{|LW>*o#rvM#U;E=5sK9+U$X*7XuQJ|JIqb7P#s-Ik983T? z{kGm$DSPQ2HeLQ7_!k)sS`fak6hRmkI*&*wRZ^uq_A@gyQ_)9J?*iYUohQUMLKw7U zF7`Y#)bW2G%)!*Ao$YDNf7K;CGL!c<-8=*imYbWj zbyv*9M~yA-$*wdw7OcUyPG;v_G4fC}|Ej`|3DmbJE)0$d`myRxYd7FbobeJJ+ur_V z&2F)B80~;o>I>B_gQaLJ2Dt4w<2HOv(6! ztAer0y`MB^iO8*#SDxM=wFaajXJw-A2~&hKn3OqLi5+iDB*7#|C~}ZReugGf)YP4D z8(d(YQxy;l)z@Oh3tcxZ;`EDs@2iX($v1lqHuE1PnB28#Jq7WiNS5 zvcGs7{N8yS%jH=-yCwB9->%bQ6N{>-+E`##XL_G^lSpS<+P-MH0|!_2$1j67$N}FeClwxU?&rrAe^jiNGG9g2 zgyW%InSw2WQK<4giV~x-6P`@v&5v1{bD{0F-Wm(aDO;! zAhfKmxPkPVl+^3q6LAhtBAoh zE7VGxMp-~s)o5Ar8|fGlTB=qfN|A;9($u@&`Hy4;)(QN5&Y&aEARiXlXd%_;=HTdH z$f^_xiGS~4YZkfZOvtQC(bsv6zwp_T5oRx2ao+?PwGrzLP+_w;9@M5;5+4U0zN%eS zdg~oGaUVQ+lys81SGaLq?klfFY-gdCR;Y=y)cay5H zMbP^H$@y^+gKc7eZM9y}BFT%~Hb%KnkoM z7e93%Pyu=)v+93z?@nbbf~m4El&742SNk9aa>L2crvSkx3Nz@c{k zq>`PAid~2iTz)Q^o~mp7s_H||4G`O-xcx8#P2_OAB_94YPX4d1OEb9O^FsTS<^Vdok6y)H6NLNhSG2>5>7#9|gQJ`Ku=?oj4N!>1|kGs78 zaZPG+dg2-O4KB4D)XI?dY6AI^0qKtScIy4IEt{nKUE8MmoMbNFw$M2ha?f`5!EN3U zJMbkhM$qfnW!1>&Dv-~5PN!g6rc(mSwgo~ep!pFd+ki+0y&V}LqEKpUP0Ib0lzhWo;2GzaLBh)#$mI1z70N58*6bsEHyOMW|&)T@pU zep~Y(Vq-~J))|2sdyMBnMll3g?)vXO=-rkUC$#U4Y=JtgAV}l+EocRxt5c1r#`U^R zeCmUd2vsNF{OMbCRE`Oa;TM($C433XM;gL?3Y`K<$^qc~!oYVt6e+;59uIlq7e$p9seL%7c_bqYaa+=aYR$Bt3n<=s;I^`$x^qT`o)8kUq)Vt?3MAttl!_CpAq$`2fGfBS@|~ z2-I+-G^Z*4nRJyh^3+uOTQ-{?_Q)o;i{h$x+vjM}RBPej6TuRqMPwrqQ2)F}%?u=@ zeUJqkpJ$DmU4dZ=;GhY4)yOgLog2{F^~WRG@9>?dn+j0L@q?y1%63HUE@!2#1(t8@ z59T5waj~DY*OH*gncbgG;{J6ltD>+y;wP+WzV;?DWEutBof!S?^&IM@0w;4xY;6`5 zsvPUsgTKZa)xw^p&w17;!w-Py>G+F$~pUORf zUVj!8D?2l+`isnhkQiXEZz4)#D(sYU{!&R4BRNbXPnS~!k!RNsL)e8&1Y@@ufp^7* zVL^YNDL9aRD?%e06JDs-tdIEREdm>2$;xKCh|KhmeamNJo!rRgI0qy`hKgm9(RVCKmT=9V@ZwbOa`w|yWf;c`=eejlA8BTY zB-E)LZlXw z;T8Zc)-6B`Y(nVrpEpg+?K`ghySbee)yn~Lfe4R6Tm3zhShZM&_F7M1-kW>xgb@6a zBcPytVvgfvvL*qo!})^0+qV<>I&8#frNPv4Q?IYg^Oa43wp8 z^$)}3MNoN7TX?i<1Mcm!y5klwX7ykHPy!Tfl-&hn74Vo{o{xrM-Wjr_{MwABIx{dF zZSpv(OR2jGr=h0pHJLfiQE*!>YyK~bNQ+SSd<_PdkU@?|fD4Sts$NuTy74uu4c>TS z!SnQh#wiaaT`&%7Ig)N@c4`#A?KP|O^2~&`0sJr>{kG`8vIgna9gNmr3ri*kfV{(b zk1YO#aoAp`nm80_>4Dw(mQR*W! z;pisXm!D!5-X6m?bwzS`dGK}yTT zHf>_={&F;-I&`q_X5u0W9FDVLUpJoy)v#*4#n+gLIajNRH_BDyUBb^kJ|EX^ezwM` z`fI3}QW)dFQS2Eq0RiS4xxz@T657@cxHDdy612}xcXLn^L6HWKm%Rjpv!2QEf{OEO zqQ~|mTE#M24(#WsK`|n--DSCEfB~X_*kA8e#*5gr=tA>a-H`XvO1&7?%{~MHx0L1oEV39s zmtCW89$t31j8}8EuUF?t5%DI^eqLoN!3WQIn-;l`+4n}OqB6P#iOaahI5^sR@+Sz1 ztu71^dBEl+YMbG2ruK)r-G{sf@EBcv^7!l(G2>oc$1`tu&5CkEbQshAy_7R}uUJ`D zccTTBvX@`J6`z%XCxnO1&uL@kki+p3`LJH#a>3#fhrY4UME=@q-SV21@IAl$!fKyCAqmwyWh(>`er+n0@Ua)qh{6ChAJ;T7P0QCF0SLlabu~!wE~uA zdTG|ztg<}p(Sl!x!?@0};%r`T9+Jt~fPBnc{a#O6U8NKuo?1WqMtkrqFki;~MdSq( zyvesL$kee+&=TeCDjttg(_(p(w_`79zEcDdD#BcT^Qr*8Cm}RwW%%yQJ?t?tT-gys zl;7-i^%OF_%>oBak!}1|-ov&z#dFaI{iyom+=VW**hqp-Q9&!<6Qv}Rk>t0MD|r9u z76?h`ngXk1i))nUe&bC&{#udyGSGiC{Hz&Rf30{SvTi)!a+4djX2=;65QA4y4{pM8 z@|}V~b+fs+UfwKZDvVQ$MG!@R7ls1~$YsN$jqVS6@1>6Fg5nio%GZDrZS^8oc8-SY z@^ZRcko{_ABfLX$V~%svx52)DiPL_53a=S{o@@YZ={w8#5;F*~%Xee|f{Q1XtnYnB zd(%8}Ep@F z<@*i2>OQ)DSXoq09Avtko${0Cj(tml7Rxq+4|L;1Up_;0h>hZv?`kp&!dz~YP16L z0kWk?lz_>#$?_d=C#i>BHl7K&Uya@-$N|V>zO=u_4eU%AWqHLZbR5soE)A=A8H+hA zyBa@;>KRp+LNf8w!#P7fZ#MQ`X)klSsd9efO!Qpu;`ge2Bm%%4+w~a_!50N!DF`ZzWA?1a!;S4g&f4Qz3~M6o#_LNGt4*)8^uOr?=4~SIe6VrXHW4xzQYb zKhI{%gU&kb7SRjQEebpRcEq~duC0l7Xb247#_RE8@T#t7C&iq*j3)YhCw;RWv#Ud^ z&ymk{!2`<*XwEs2n_f!NOKx9(^gVrQ+A5;ZNmMqivrKleb0n=M)#E>Z6zk`2ig68? z3-++M`wcu@W8xhxTG{$lV~3fz44kTZm*PLL9fDE2MHVXXcb?hv!o{@8CF;;aucQK- zb7VJ6&|jWm*WbuDd2z^Dh2ucCY+G&mJ0B42lx_xCBHG4y(^?rk>NT$7o{|Y0IwH9j zjUt|0pSi$tqc|Gx!tLTU`gMYHLO*Mz#hsKIm)#?C@aYNr#pA)QBukwXC6FjwQK;~h z&BW}A4py5iW&2gPVktIR$|dM{SL<=%U<@C^wGJXeOw_S#(n zx7X6rt3U0_zXgnvrsg5XoPHRXkm9PPSCdubJ};`8;txijO~;;B;`0EX;dmnYJ(kLZ zCXAkKxVbXY(4(-4VMZvB#4u5M#i&UO#OJrw@SU!lkB$V`{!QMQi@(_&PvdLoo{*wu z5199?Sz0)i?;*w=T0FC|#n2Wy&F~-A6%)w<|MKi_MmDC{O&x~q4#A-!5z$)Zyr z>_dk zj#9U_(6&_;8RaxIciS465e_`~LkKWdv0B22YVyy;yG@NTsJGg6Zk-Qm+ttcnT1C?d z+`c|{Y<;JW;bmr@>+Ka8oybax@ylp`KiW}{O4$M%6+hsW^`!rN(ok&VCSoER)Ht^* zxRwEU@vRCzY)oi5n0K7SE=93@H7;0~ghiT~Op&s8G;%NkbE_y$R$#aF_nmCNs>GM0 z_0uh7E1P5X`gRR(OSe3x+^;%~ZMsx+_q(_3-OxcNNGoPj@nCK9eRDe)+$b((gEkjf9ov^E9tDLj96Fn;fe zbwBV=J5|w;-i>`-2T1*L$RFG8Y%>YQma=snZ*l{>ZrMN1?~i?0Uj*RCMO-q_hCo|7RO}k#Q0Ba2Tk=yq)&s$a+7qA9$x3= z-;5rKGU=FKYwwP%)mhgg7W{=>*G=v8=G?k8H0AHtz#{(#umdJmZo@P3YUM(KGhW~k zJBQj5Ih^5Uvb)nW{4P*`utRZv{NGA@LWC=Wej=FdoF)TQtH`t(6HaP!qhOkmx;TO3 zF%KSC9ThDUPN>$~bBYj$GkBesf!%|r4t72U!lk8_f$9PHOG>`ur_mQ3iZAzflL~zh z*fiH)V?gouA2vN9XgUd#Sa2ThnnRMYoNv{SN9_h#dfzYJFwfu@n1MOzT5#(ZLfShiVB@$T%DS2pA37*s>! ze4RAD|Ia00%XY}-OPYg!VMv^TQFW@r1%!eIs0KSxO!p_U9wAe!Kuq3z1&`Q~xRhCCvZ>M9eF3s`>PUdTnyLYa02E9gI#tchchSxxo00@9wk@ z1~FtLg1X1kpFcddweE0-Z#IFU2}ntWa>p&#`uOkTO{>T6NQ&_*nte;yEcDb2zIgby z9f?y$V} z^ytl_wfJEoIX1=sDfcTni=-I3^cSIusl_EfMUY@$ADkX;$=!sR|EVxrA^I6bCGgywfn;sVrAF~IAbl}uhwbEBDl&v z4JmEWMIaF1cRa;-J6hPkb*`Tt{%XkXf_5RNqbcV54M7BoC5+bc2@k2QmZy2RC>}K@ zSszAS7FPzxw$+q%uNk)t=6GwCc7QgiH+23NBIulGyOdr2y?}x1AR>70U@oxi!FP|P zEjWsQQPJ206aV*X_eDT1zb^4W*A&tl=IkU!*lV5IV`KS=Zylr_t<2{{3e=^p+_Ig? zemf%K0H))tVZ6`136aNS-2^mdG?QNbQLViqL)JK+`wA143Z)XV1VhqB*5!+;BERr1 zH9q7d`}LtdFU6)skJtF9Lx4*Ki zg9afLHpU*FszQ+;eVFLz+39mAVf6OFJT(EG-kRO|?QwJN1?ASVzIr7kXzlod*J4R8 z^#K~$1^$e{)A;=P=xVGtjT_y~c%+bN-t1f*d~wt1`h!WMLQ80|o}%OjlTRt1J(z%v z&6k>|N=~L-8Qva^Gx(rqv5r@G>wCklUIhxVXt|?jwa~TC+Sb7t6^!hc)-~6&it2~H z%zhUHM1{w8vEXz^adV@Ln@C%%XZg4=FywoyvZ%!4;gq|g5nZlKH-}~m?+I@$dYql{ zzI^X}xZxcCS5a~vw*rg2g42Y$kO82I5tvrMH+j`8%+Llt-h@VCno!l(Q)@lZxGiS# zF5R3El;Ws4+l1eocZUZN5j_3w`Z6SS-lZ|7{$@+BCV44?m(RAebp716x8pxNi?R6@ zwM|ew(t3C2jd@{KsqR|Z>1^S;ehx+h+SXc3B${J=@GOhq<#j$js8pht1$-_Qv~_uo zhG<(T?`=ufL^D$FVSOsooL!pC7Q@&*x{BJtY7AUuhYwzIWpB3=^1kgc6FKSc0z6S9J@cAy^_c8Pe3fZx-*+b1|M7|Ep+_~DGDy(M}5Raz1m*8 zyy!r7Igm8ZEGZID<;AG;iq8J+7}lvI8%w6i25j3u{PLbJ8hIvF5m&XJ7oz}UO;>&+ z`^92(yjt&%_5<`@eXqKmD)e8vR5W}pXXDWA46m)nq<6Le->ShPRF90R{cL#k=eJt( z=ko&^q66K#WnO$)?!croWX|83Qn$C=(0AthUb-ZnMJ$mdTUWYy+X53b*i zLrQP(D~*011=Ne-qUo|X5+}5`URi4zB#&{E(aP8alCE~g65Uc=uty1_pT~R|9JZm` zB7YS8TPm~ZV6FF+vzU4ajI?0=AXF_FAam9U)szYcC}IDdEk6ESHeh;n{@2NF)^Vs8 zFi}>&9!vF|?q$awHXL&dGb_>K=i+{nlP|fWC1tuAfd0VLUH@p;vjHBD!ES{9ARuHq_Ei&6E%}6y_Q?=Yk)L&GK}3JYXe|eEwCZL6NW(A(}Hz8WC*)Ek`!e zFi!B*w2kL(=eH0{1%*4qdMk)RoH(u_On(GR8N0o@o15^om!SOz1{TE^N`M$IA5p3| zu7_r8G;&Hj%p2h;4=dkdw{eB+-aC+p=+tq|Y-UA;02w(2-P-5QInSjgTkr#4QEE~# zrs;0n?!)q3G~EGXFnDaf4B&tGj5B)#KCo;XVD{fR-Lqq-*ti_Sp@>!1eaeASd2Y_Hty2j!c?|IqdCE>^)FlsP)F_m16Md4VHV` zQd)7DIwrf5ej5lkD7Stt7$E+P;QjB^!?Otl(a5EfaMOQ^Y{I!ts2o#BhV53%y`CI> zvHe2w(b$E^&*U{M*S^d~2+P-*SDGw%>)!2p^!n01%;L=@OY7R@ZhpDp!B8+#J4!YX z1|}M&KRb#y1~B$`{G&g7evvgS(InOi0nb3gOu-(Doeg4Y+N%Njp`ORroA*AwAb^mY zzoR8kG&Z0>&fcAFLk4%oV!PQ`^*Q~9U1)zGqz?YM<@=l4aLHa3Hp@`@L-QT`HGzxs zazpjjZYp5{-`Q9cW9Y)!^H>#Rd+ld)4&90DeR+#A(AXrZF(J&!X#}E==~_Hbg!|kN zUE5#)9BcYMeB?VoxpBEJ5S&!@TbzaL$#q?RWv8760#eKiEs9=D4^suemBg~ra z@yjv$?scMyi&|O)_tSeLH}cyNFx?T4pd3*KcgUu{T<|~r=JhM;l>%nRxWwV1@HHj3 zzB3?hCnA>4E3P|(X00xhw4XfsV|Qz7wTwdSw(oWTJGLRsx|cXB{K)HD?7kF>P=*@a zDzfiOzq01*V8&lzQ8mN?2Gr%+#-6btB{RwB$x7ZzHH$x|t7sM;>wTGt! z@5!?5J1e*WG?D zyH~N5UheR$`uCk6`VT?@=}rddwqxAKhnXttU2;@+&N$e6A9;TOi4$!{ zE93-TYanh^{YW%aD#>E^)8G&+tikwB=;2;+XJVV#n#Uw!4>kcbgz>y0Kx`Zpg80QX zc)d4DTNr0^l;+O)ufltrwwCA^!HPT(gEms=XEb;d2Rs!(sK*QCPd&UqvkGl0>g`k? zM%u`8j>FH{o%=8kp*zh>U}{i(@2aTk{LIO@G5X`3SeyK;OMX4Du@=|bz3!lM=78d(~tswA6275tZ!59bE*|d3Y ztg)TjjNV05SUjndIpd)t$zzOn_|E0@p>!|RjphVU_ubmu)csOtkn;s`EsWaXli*sD zC`!C51%XB+J@;1;;AC*0r&5^B+IF6zxoq*ZE|#W6qJ%u7$w9g#XDWJ+-9v8U%cfdJ zYY4t2BXj&MuJso7aNxk!@q)qqMZ~Vl4(mD;m)$oS={icYl`C94fBA9E)QxTJsDkA= zGQxn#gjHjcgmA!~zMz#kFmm3Sd4|cVqUY)H8_}I>3$9ThaO5f?v@*M2IwXK#)?Ey;;|D_nndMEx1&JOmSISe_f9 za{IX-0Y%-aZs~eq8~oF}9N#?dVU_WV)A0c3tw_z>EIFz51eetF&@u%2ik#~j?XfjV zbdmHrlouPQwquEaL0ky-oy$rqcXXBX$o$+7t77!y(&*0=e{zF2giHGipSv}o?qG)( z@7~ulB73@&9!i=-1Ac#6%7c$FFQL>Lc}4$I+E+)_u`K=WjRbdhcXtB8-AM=%+}$B~ z*tk1^jk|@Q!QI`Gkl-#M1b2rw$+`FY?m74U^VVyawMVL|tE;Q3Yi7;*O%>?@No=mJ zS(uTt1uVU~svv&+a3iiQU85%#>Jaw6Z+-^0zV5zBeP?ymD{h-_pM>ed54)Q#JCz`# zAFRs|6-DzwS=9$W7Lu_7>K;}QXmaslBt4DiQ9>eX47?hdx?)#xcdlGAH8}G0pe{KY zt7Zy^-3WqK$>*@96rA#1DZ>`jx>o|YZxPEsb7t&?&MMVO2^RQrw6b-faa@c5_;WoO zcGyq31?YX-H)u2PNbSBWgP;6u>KGwfk5U-#OZI>HJ7*h&z**mDg)`3hK}PVYv6ypnxDX<~`cadk%fPHo5nteouW;S$PXvVX=#!QFs<0Vx7G= z$y26WEr|q}`S#+oSDT)qJeZnz#&z_$BYF`+JhWlW+c2MbNmq zd83xFZJmja>I)(}^|l^wy{Y`y1=dgl8_l{r%?5r+bG&Gs7z7*5>G0Of! zM#0L%$0*i7BxtN|dGrEv#lt$;=vU`MoUL#i{6-s>qt}m%3)}AL)a4_JakBOplabXq4*c9A5iGcvC~JK_wU6|3&iI10;xyU*NvS>k?vNpjs>t);qM6I=puf_guG;q^_3mklOErcDbz!0HjtUiH~Ieq*NX>PzF@qAxOkOrmO#S&QtUZl+NZ#;eol)S!Z zRTf8cMKvCMzEmhe^PIOxq~>{NEpZ{iQGOfaLEss!Pkyi03zDD^!Wv>Drm=2Ui{m3N zblW7}bq%Ay9x)*@J%|kXv6~P-MdnzR>gFzuJ%Qu;0n7DKtXXd5fG`|AK@G|s3eIc0 zn(4i)IyT2=gqkyH`3HTkX3?h%MVbc>w_hxR751JK)HN&mZsiU#I<4FA)-H12}Wz?Q+YSQwk*A7PrL$=NR1kR`>`h3MpYs-{^H>49M={j1%PbjU82$}Esh*NoL`PmR?m{zB zwu&{y;e^a_szdwgmtysIZ2A#9q%Yn|ll874YHaR?KpDJvS`ZEb1d!^gTf;{Pwen)Cu6#lm_hRbgaAM1fk>n$s)7WXq;{St09hO z?Xj7LJ^XM9@%|8`u5N+24WcZx+-Wqq8bm&Cj$yesxkda_K_SGbe6>;7iq7Sz~ctr z>~eMtEpzGQLp|lPcS%?JzgzAPK~9LYZHrSe)+yt5_t0r%9Ad{Czo0LkulWvmoG%4e zu=MUQKuGgD2T?WhM`Zf_T}R8cA1>V*vQx9?u2z238?h#mwZ%EaER{B*!dH(i2vvQJ zvnmmdgvDx6D_3^&vaMRCOv#?tT)Yx>L%o#0h|m>!<{mx%VU9t&^&cGLOq+g2&6F zK_`aq30&wY&wui&Io2(h9QKuX$3z=kb4?!qQr}(~VM5=$s=94@QrJ;Jh!a%p$>iLg z$i{27;!3(?TndA|9JM7jf_jk}UbG0=W28=9=eEng7+z*@J5+dN3#mD-&yMZaGYj+c z?}ZHB6!H9AaI}X8t7)2yG#y#SH+;h-+@K~#%O{&%UA@brb$T%nerUY!YXhuE0}IQC zBwIRarYTBURAR(#6Cueun6LTsglp48iq6_=f=Y<*-(*zb$o4Ri_|6&2!V>I_)_&3n z=)2dwd&&Q^c@~e~T3uMWHe2dtw8P_9@-)ckzWPoSJVN+Yfu*v~qWX)w?V%U6>@q&m z^LT+9R1CNcI-Fh6YIB>SFkuMV- z+!KQra34(=lU}Z)Ey%y;w|rs#O>*N}`JVq1i&%}OZnx!i!$(|9p`I4!o|jX)RnF-U z!B&MRhr{hALH0=qKEk_M>XySf{ho>N6E_i-U6L2lUSDc;9=)ki(B*Cx{fDVGA84?& zjNQ5fW({$b%%3hktKv6R^FDK^Ps*}yWvtf7i5Mqieoi-k7}862rdItaDeHd6l9b6= zq;5;Bt8&>-*$&Ipmr;okVAk+7nxTe#xX!hDu}{G$9w2hE)n2^yzIf}kau}w-oT6>O z#PeEdOOw5iGn}U#ODi~Z)3=)T^{27Dx|1;v>x^HNT9#1VxRsO|7At}xe=y;v7Pr+u zVwYWvV+eLe$KYI2Yq-~0qWyqsu0Eg*6?P5EmRKXGEobB$%X}r@uDe@PL1#dL#8z1t zoewau$L+9w6j0k>i{vA=q--;g&tLjH9Qnhig* zzV)SoX5XEis_L9qmEo6iHi}Tb#>b{lxK-u1JfwLcc=rT zgXV#<=H2B^>aTBt<0H?^1l%0qAl_sPi(z*nYV+S8Fu9ZNPW>uoef_6bB*rHLl%uI>{`M$%EOdC&a6||n{_aoUa*7)}jXQuCBy3zumZk0_4ad6{_ln>QcXPK$$&D%Lxn ze?%ClBsYY(t5$BtEB_?Ny&8&(~yjIp{2P zP!0UZ4R@_kDelfj#4VueRFi|B+r#I=#xiRo8oy&dU&Gs2@;n3CLxLyJx4RHAYSG#Y znA$c1C6Y^m#WjOZb2B-JUJL84Mmp(J4`9!aSi?r!tfAf=Ew?0Cl(7i4y=fPg{5kj5 z@0*Ap{1E@+9p*|2zUn(avx5QRR0b|oGn2hVcag$opEO)K5KuRsAqn9TtFR_!$4xM_EgjzZrLyL8R=1<) zGToD`6kraiEwT=TCn@u)1s*^Td7FBX6s;gWvg^)r!h>q9>R zm;E_te=S8-SNCLC%epjJxvzYF@_znE8EbLTzJ3XoKD~b50O@~5+hnKkA)mf!Tlb9$ zO@cCOV(h(0f?oADa8BPw4fK3$ zI?mV@%XmI#>N*MtEJKqB92vOxNK*Cd#Blq-BXF8u(6EyTH8Wra?{Vay!lJ(OKoI_Hvt_wqju>wj`RzohOwZ$B54zikO1++@hB# z>}fK2GiQq)HPKpsunA(LP5UHw?A3LcsG|tV9KN0rP??6+He8E7&e_kXbTVi-fw3P5 z=ExT)Cw?D<|xGDRY;b_&NRDO0K5l>d{%__%LxbLs@c;-FauAG=~d*I>C zFZ{Q*(NnA+9tY`?j8ylg#mJ*aI>rW3%((={sGELL{)xSMYlHhL~s|2PjJQe8)hleS7lY&)FtS<63(Xi%M5B(j;xd|3ktP%MM~^51Mts7fxpw z`NZ~lVuxm>^ME$K*!g|SU#X2t2ztcx(l}-_>^^D@?|l6(6W0Kwtk`cbTe9&VUe5cVYbc97+Tk20eRr7 z`M9By*>JIR2Jwe)q(j&723sd;>efLrG>hP@tW&=8N~*Egx=_+Fh87B}Pe=^2ts(f~ zY{ZG%Kk0kCvRXZ*g#l+}D@ zYnRg?7XLwNVaatvUK(Bd$D{LX&0-LO9f{`0cARW>tHixh(^D%Ux3gE%sN%?wtF|}N zRVc(a*?PEdzu8j@D{8>V$lL!V z8u4&Ggyyvh2f;YWsyY>-YrmnL`uOny4xjm0ApsR5gRp^$vAVrV-4H|dJ$>R553^dK ziM=X=_)9l^YLfTAKF56O*?;|b3(1I9fOmZeYv?r8JIX}uBkhX2NaOcg)g>rf6hO>p z*)9HDGegkuMIfa;>jIfC>s*5TX^;+^&{ooaJ8$*4MdO&R_ozX+-2wZi)0F1?Wy&n` zT9srmkKu_N?6``HcS^Tca~YgJdI(`ypw6>e=^vgNJNZ4C8@!C+^EX{BmyiPSGn$0B z8VvOhd~1F|#?`_DcCY(S+{GG?EZ`1t)(GXqO@x1j zP|GLYZ#J&iwHYe}aD24qtAsRf$bo`j%4dFBdVC&vR?)sT=H`+*MVH=kmy``QPqgZ?N#oy$6HFLsptODnWf3dTWd+UxDamlhTP7!rkg^H z%ji!Z@7D03+Pj%L!%x_`A$oHMvMH_YT40V}h<5=%ihqZLVq!{WxkFKk=Fpm`2QK*e zfiP=5u=7)hB<9J=BH@b}FakmM{dE-D&ft+#FinaH^f~5Rs=iD+4*yRm(Ni@0uBtIF}_He+4AVC6hyDs95e@g^C8td2p6bzih?g%k)?KdjqyMghJUf*gKjR1Zs~ZO{q8uBQ&m)3{V<=dQ~`? z=5OIz{;HlcHbT$$^x@JHHZ*dZ8sOr@%2i_wP|(U-O>i|98iWjKSRl?m?JQMxXfVYL z();1|KAFzfnpo@@E$3zRh4~}4(+C_54`8QX_>h*%T?<^lG-jXMh)-Wa=2$-I-!cA_}Z`Fbrlu5^rg0OWv;e4GOa$q0}hyFMAcfop( z3Nn~KI?wxKXJU#++D>j;E(n@KwfJJoZ7RT*u?+-jLyf;Iw(3a3OsXv3HpCBpkm4jnPVus7R~*k!5*hvP3=$GFY6VoSu-j3M{;)d=Wr zt3+vF)o6G*)T3kRbIZ=>akvG!AOt+pPw_p9NDg$Ox;+3RrP$cHmyw; zMbCn)u_my=Ii`=!cs-VxPudMLnJ)(agWA^%BL}mJm21ZbB5S;U!Eu*JxLa;!%}Z@a z-6yLF%Wqd#69HSeS-Sf;Mxa4iLi<}Oc#r+;dJ+mNWS6Iq_@tLUYf+9+E9*?%K30)H zG?HNdHgQt&6Ynhg2cvkwPW}=M?iQF@PGF>-cEmuc$7Hy<&4_+Rmb&%flA*WmFlg~v z#W_Ot%CD)YfO{$xcd`Tqbi-}&fbWpK`z+(i_3(VhV-;{&ouXadR$7*;vn+9py9{C= zC++i;nsftJE^p5=(b{V=qr*^w`w53b-nVFNDka4JD5d*I+rrj2+xL++qg4wq^nILq z_tWCH0U)*wmY|Jmjxagg#?p(X#O0Z27Q1)LGN)lk!c{Sg9z;djv0-oA*li$b*<$HQ zl02hfiwMBd1M6?>-Qha;c>Izi=$bunMmro+2rFH9d=j!8JhytY4L#8*(V@OOA)Mv( z&qQ~v?8>j2)+MEp%Z1>|`IsH78Ncj*rJM-xuUH9_x zUdTmW!<<8*C_G@CpAdApvtSGb|6rsr6Y-v;TiPCcTImShw5O@ovM-!#DK7|&5`Zw7 zfrr6W&{yRM&C3C^a2%`E&O@F@ry&5Vr#Npr4c2olkH^e=caPH&w}pV}zBGysrnDFq z38QWoLFa9FXZ#h4>evMy&UwhOpl;;UCu+Bz6P^>J37vpuUNDom>UevITF+=^Qvo3L0*S`?fNF zh#Mq@@bvmCihMn%>v@#@EIbe;@J3@8IHiXy{M`Oa5|A;qFKq`Bd8+xuj`5pyH=U%f zD5c+G7#tuNR{6S6CW-M%5mfgWwJLERqm^Ph4s~5v6$j$I>pap`DP(4?LzRAO`YKo# zxF_qedTyRl-ATY!ToXlDcKs_dagtd%!>OvP@C4jbR|@C8m|{a-dToBj z9C6XjG6#8uR$*)>q?F2-$GMugylwJ~w=6l4zdPop!}ptKg+Lh^{@XBS|*%(QIK zOhS$+#XyQ;Pko(|^WXbqbPTKStL3uJ@K&?}F(6Hnx-6&C+s%6+eJ87lvaDd3?5GGQaTLa|w4|Bw09V&5`BHq%ciW^~7HU7=i{wYg4PehjZ=s>Y4-(eHB}qm&m5AV9 z%q>MZ8PJ%yl9N>jT_*R)dYn-|NFw$ySFSd)|HL z;T>hIis*XPe4$+Rntk*8%K-O4D7puTXs=s%{Yvcs@7glMf%?8Q_30QH_PKHMy8wv9 zY@BSLcmljw!0|d?3C{baoE!b~pLa*=>t8DM1hlnhx3;!!&UP}>(^K9PHj0TaE=+gG ztqSXI7D}x7N%nk+$eJNplHwWFmkebQxKR-y&3R`u#3u%kE8aX~zJjy*DJ+&J5?=o$ z?O~n|o24CF%Zsi;IJbf#n!{SGkCPpe-$apf2-8V4Q}Ec$RTWesx{<5cVCktYi?U~a z^m@kWQmF%~bsM2)cmKV?O7sZiVd3D=;dNpfpjr6k{9w^@b1;@IZz<=nL7lZj2J7d0 z#A^n;2ds2Gt!Zof4ip6zs=E|Iy+vzZaw3?6^eGCywpWa}25lY}mzVTE$J2QrR-^Bk zwisxMNk~4{=icA@CCb0n9H@-I-YODfg24qxfn>U0V{+1YXsWAIVn_D&y_L&gH|ktk zSkMhs0*G-KbWZ>H>hn$ZD==odhPiMFVo?OoWk5J5oI;;4W z7Hl+9FRo3YnUkb^N0G^k=N#r~n0O5QF{j_9=gj77n6$_#xkF zZuVorALHVJHDoBo#Jb!*vBb(I=jL)i#}-+YKz(~~w{J>!rGDm&)d4nI@Y5-)X>;AP(KPpM90g)B5cbZg8$P?mK}V}^Q2 zi_fD!DKJq}1|ku{!m~N{sVQFY2VB-r2_X!Z=IrhKYhL8m2y#W!4 z4Di{`f4L{<_X$v_;lHh9Cbd>;tQ{8@XIk3~KyA*<%p@iz4$21mHdytAp*eLuT-HsA zF1C3deb6W^ffN@fW|_F;%6=*gxfC>Gz(=<4W*(~uAoWm*n$kXZqaCef!w8JjjqbVcF3|;46m8cVk7Z)?nqfOGjf7HI( zo!;3k%_SFb)R&cg)}m=>DC&E;|8&>&v^QV3&v`ubW;^rnAl zslBlgf=~RyV}B0Fa0E7DfC~*SVSRXQYhh9BVE^*X8=`uT_1;j()7@%taIl%F>B_sS z<*OCnsWjg}OlCGVx(-BCRNP2uDk`e(s+e5T&d$z{T9ra>KVkw592V+7SWV>s|0?qG zY1|fyPmd3PJp(Xt7*zc>V+E>=y2y!%g&@|S^WM~162S(ddPuWF<0-^erl)z>*x0D4 zdlwdNE1OoREAgTSE-x=bJhnuriG*kYBXn2Mt7ggT>b-m^kzpl?D}k8Ej*Exa(%R~= z`*nM!Qtvag@nz9j9gCga-as?~tSoVCiPLJQEVW)D)m(3kxgAUiR(`fb=34bf)a%?5)g@x;>xw%FFe(N=}Qh0LMDwc#< zK|z5u^-D)bc71~A0b!4Q%q=cRPHs@#c($s%QndZ!#}DA`X9ls@=lSZ4hFJWW>{qgbf;kPM@-y7^^d8{TASjckLJf%OU0SIU82CbMMgLPQ_ zPX-78u(KP1Rln(;9*N>tNT;6rY7%lkCbJjotfp2vd@+c)%>h61JX#6;kgppP?r^ZN?;jrIVu>vr9Ssc(-rZlH0MK)z?az_7aQ4VX=$mbdPYV@#>e-eM*dVyF;rB*E3h~W zetv$~I5-_09pUI?Latl#4Z03raRC&xGXTd_E@m7tzwu?rCl)ipswQ}5FehRjBIZ2hC|T)!y94Dc@}b@c>=Iu;a^XgZ}-#8z4V#vJPGEQ7Z& zW@{S*(MJ9^+kgk){6fZVXlMX(6=ZeQ$a&cs()nH$#pCt2@MT=Ci_4f8g==XVB7X^jswcvT^@`<;@M^xymfTa zglOB^+UEEkwg5$nMA-n4qw^90U|xWUDn;?`eAkWRDf}ckSnRoE*#O|N zfyhA83Q~_wOCxN4d$J)zgV6vo1VTYmS9hUzSPV#QIBG9?Fq-VB&I(%wN+a?H@9*yc z&joT|!Wsci0R-{f;&7?uo>4^t0ZX#7RDQ=wo1B~+s7HaOrl9bq#yBuNJ^iHm2pk1K zGslbgUbg$)a7Q9kR#(d*0v*jSE)Mngn_F4kU00%Jp)-GQC|L;29=zOiVEo+ zR-`mAPw~;w!D&#y*#Q*->&$^15hQ-O-WM(>D;pLXibnooP9A0+%|rUbYt?k_Z2<2( zE&C|WXK91#H0J({bf5fyy|tONi{?=81oWj%L8y!o??@bU4DrLsjwL_mfoC()6S ziMdSs*Ls2@cU?F7BTFQ)K#k?)ztXL8TwGl@HkT};-2MMA71bodWZLv?^#0P)5~ifL zx3}3~j5h#G4y>%AKvv%#gRYJ#JJEJzK6m?}#L@8$fJOu&cOvU~a`U`#`tfgQ-*Fzu zlyWA2Wm(y1hRWz!38C5ysLJ*}?==aAP6AF|vUa8&4t-x7u)e zdI~HWB6s_B02oo4fKyH)D-Qo$;{Lw9#L;kh^W5B==ZbeJu=c2lJ)D2emlCj_6Sss& z_M-!+QS!itH-X6d2B=w@;{#D-#h=O*%jGc4#FPQOva;Igy5Ht-ZOMvv&SW~(sbLX) z#jEnKQlumTWT9Om&$nRtrv^NpqY|J0ZYJltVDjhKI0{kS!y@W+p+m`^dM%y|C`?2= zXiLfdI{v@1L;gSc|6kama*0Cg^Vl^J|GEqx>GFCmiITZ8*+@*+wsQs_@pCfW z>B))6*NkPfcSAXpc`l9X$$LROHKR6Wi(z7{5QBHysD<^q9+Q%NO#%0gk2llfvue+B zp5SER@a^W0-^O&}!+a<9iJYAbE?yc9HH65vhH3qz%#Cb5>aS;H{-R`dqx7!1Xr)q1 zwnwd$Ut}�mhv>$xELk-j^SOl!*}_om@UeJ28?)7P!1>?{d(47>Z=~jWU|r| zdYvq?U!>7S6?jF6VI^D4t3vz&Et==3W?jI7Yh;Co7JlsX^QAm@62%Kkg&mw4b{KY( z2nH$dRnJDxA2)@C})L^p#(3JMfW_ zlpQ>#F`Y(dKfxx0!*H8otHICU;Yb38el|ht!Hi&tQXePg&?n3Lz#(`tO1(x)3$?JxKh8Vw^@Du_|t5xUHElV9Xo zA}G|iUI-*cLlT#vhd&$DRyV)K4U^Yd z>ui+rR_^6vIlSj4^)D6|JqY$M##h8|EcdOD54w!wnn2IQP)>N6mWFmmmNGSRrqm)X zqxh4x#74Q)LXpVZeCx4|WT)T>?prwck*;JqP1#IQ(P!$baO&h_gj{#c^maAVV=@;4 z9uhKW_L><61ZrubX#!J#A?>gKH!%Fvvd(GjU}amdgzFnvW!WtC+8* zU}K2uAR1`x^E;urIhKAAS>)*yO6^;tN-PpR*!NOeyi``cBU5J4oU1u9;!GcXv~JRjW;}~jVhH-iyLBwa>!NRHfNr$yxvn(4R1|h z6eF8VxbngpY^u&5^s-WL`3{1IM_+mCHZ_tjEh3Aw+6g z%jHXzkHG<&yX_Vzg&j0{2tk7?+}-?5vDNE>h5=I z5o3=ul9+zdOK+P+H<(sn;*se-`n`^I>tT+KNs& z`aWE^wB4C&QqL3R*>0omdFX?<(?fOOeNC}6sd;btSom#qxlwsss)0VP?u*J-l}R?l zCGm-UMqZ@We!WlS8&hsoo|LLtVkqBDy{iPcNYuh;?t9UnZhA zXSmd_KvqRWhbFdyUm~Nxfj~yC7WQr&(31`@9tqa9#KSG%U1sPY5bp1c{69?$O4@Slx8C7HvE5X=Lm>H`yzZf;ZR@dK6! zW&bB#N7`>X=tCQrnADts1DXOzv!MPb6<0PuMGa-{17ni6d8!|#(&_I@xg%y{{q{fK@r@$ZYM zP_zz!?dwP2EFDy`1JFk(f1UmfptUwISAXwmz9QMBo&uWL3C1P;(fKnr0?^tB<)2h8 zwaHk8vVWp_=(k#h$|{e++n?Env65Q=Rt$R5VcLZosm%!Ezxd zz<52e|4BtN_(zs|Hz4ar14Z*9Ko$94R2pM{sQP|WfiWVsN&&r60jmJh`5(>U^B>#c z^Z-<4SmHs80M%R6e^R~v22jyLt$V=CFivy7XDXSk3mLld+XMI!qFW*W4Un+@sps4I zKN{?Ig7K0=S}*~r|86fe9#zgyHk;!Ku zsQMsS494pcx{?nNl>$WUYcsZ)4MHH$@9pn7g!%5jx_bVnD~_|zUm?3d^!?uco;0xd z!GD7NKh@*>iz%LBa+?dd{CoR56Pv|VqE45$ZtWQ-`n2} zJem#r&mjo1J3CtaGco>8aSb>(;HCf3h|}PpIz!+Wu&3#8Q0Nd?6g4Lc?vG4oR|_|& z$q<<6PiY5z90KFRUgy9;35LPc(*IMH02u-EKg0nh%Ll$`>}00y>g4RkVdCukSDuD{ S_M1om_`?FoSBrpf0sS9faxg>y delta 70559 zcmZtM18`)`zc~EZ+87(#wz09ZvAwa46K{--ZQHgs&c?>Zw)N(De)raU@2!7*s=n2y zXHL&do$0RbZ+FNs>RT){wxSF;1Ud*52n+}a2r&rXEjY^B_h z36I~DIo~8J!9__)Pa1_Rp8;k!k`KzE9>$e3hN((nrlr2aUZ^*1?6A_l-PMdX+F#vB zLv&ACkV85+@jSQ*;2ml^vYll2i?n9)8j3 zA~CFib3vLS<<1A&JL*mdIzs?6|8PmIxpF!|MS%V~6daJR-f8xhmw2g5cZ!~Tl53e^ zrmMDLXUa1n%^!JG=Pxcxi1+)p)L(WTip9s4NTu3eRvppgxFH?pPLG#+WGp_piibdN z>eAUX<~WIz^pYxDa7qnl?3)}(Uss=z0Na$SLS}cm|6V42SsGF0y_nm9VmipF@~|yHSXh?i6@1zm-a)_MJS}4Ikio@GQIYo)JVn($g2_)<$hccSrF@2wCzy-Wgc6diuLGw zI$!X&Y9g6%1na~_bsA6U)Ka4hEiNI|r^IHyBwy?1OXEBBhON|$*69)I5{au;Uz zWB4g37#M{?g=)CDCF! zAlCsDbT{(GQ5~5=+uUortvLNOzv`Mho~K5txnPn}Ob`*d0wWb1sUzc{o=Ab0ON@$` zrMmO!h95&2I_nWjbe40K-JA{7JHiq-N1K_XPoB|olR09V5uh5CK&GwF^o3bvofDFk z+dZ2LCWl$=F*d0JXMWgqxP!wJwMa7su%io8!*X|%7jt$M+=&)sv| zBe-ou{lB9a{r1SK^SQL&9IA#WAMG$2M_4%!>1H`Pg{>$;UVqaOOI5{xo9TIicgN7T z6fkOwA~Tj|_?qAxEuzZ>=d$mxczr1^M3=rbPBF?f`3p3*&V6GGk3-QmY~25Tlp`!4(B9f*C=ckO3R4^wr#g3#CqjF85Xz zCLep-`Ei->^KF_jim2Z-Szga#G-SWLbS+sA8LZY}(wS41m%hAc3rt}NV@JPojZ1K8 zh~=XPk5ILb^z(^Ca9=rTZyz~mWE~QA^5dbvhW`izf%Y?L^?DiT z=zmXJOsC{_0e8pvCe8Lu`Y0Mx7$v!^V!WEAzK-SNa(LC@@0ys$7xNs7q6FMK?O#+~u(Q^YZfc(se4K2j@P0k&&uuOq z>o{xk_&C)G@~;xUc?>qbDY*^KSC?aTWOm5u9-&|lk1CMw}DZ}(}KGs9~794H))?CdEWtx2F@>kH0cnM?zP{w#OWLjE*@qXm%WU}w}ScT{M z3}kC>Bo-I&GxkspdXq4-V$CI%p#+_G*A3zs1eEa|$hd$FxpdQ1qc=#i0Clq^$8YuP zGKlmLC(U>Z#Bg0b)yk}P%Y=cWVpr4$LGGtiqqWzwp2%Vos)(}i#;Tjgjw>s)ZN1r> z*j4M^#% zDLQ~#ShKLo8-X!#N2MHnp_LcV=6X1E)BI4`E?7?Y&NCy*@2hAT`@wZwk1OqC@>C`2 zfOaE4X5#|mXd%;}E1dTG>}lP${UhPm|WeIlE8@3nW#jT z%fQLiH-YVOJ=#F;czZyY@WltDla|VO(xf^@02|c_oV`xIipGah10Z{^VnIm|HKasBK@)Jbb?u z%A<19G?mNx$n8?ZGPvL}1fxtYXnG!5kbxTQJzK0S+MgHa@RPaLR)pAXoU$I7@#T8b zA*FkEA%gEw5#PH4Nh|%SEHaAggbUanMekS?HCi!1j&AxG+MjdkWj)s?FPmxv5;+}h zKGY1O7lpHaxPYnW*bWzFCS@q|(%Gl`rYrV-lh`r~=JvSva7zhXP_QXXt;|Lo;Iq5G zNhV6Dy61nvd&hnU?jNAHWbJqe>?urYY@Xr zq5$YGe4#NnMCW5iLwYTQDud`wuTyI#4!zc;GKYmO{cT|3H>vp&jnE1;>7FJ_=sXU03@lLkusBQD?8T zZ|KcVlWE5Avfoh87WHhJ#QWVGewuSxg3e|!%i|WGw+Ux30nTvYrj#)#EGk9HYYT1Q z5-6inlhJO3U!7?S3sF})Usl5_n;)%EK!>-hqiX0QR1I;Mk%M08F3=+kmg26%qB!cr z>*rkR==5BCfWm8j=sfX~&c$f&Qk|9_v~xRvG|YO>J- zIfhJm?Am7u;F1V&E7l3&78eUXI*c+G0IuI&9IYxQU{JCOQ;kq(JHnxpn!11_5$dOX zyG26+3yF$#nCc^53%%rP;``G2nJZ{#C znUS`ArGNZ*Ab|oT?kK4v5=3kpTEsm-wGuD^A$f?+sX!9CE#!v)4Mp*T`9DEP0A&yS zGx)(wLjcnd{{RiGF@ZOf|E&52`w!4iqEwW9i2ts6G6F|wMlk4s2Swn3Iwgl-a!)}) zeH;fF&IiYaxP$GxJqLl3>_hs3fYJ*hwM6`N=UcFGN2Ds)bQduQM5Lgk^y{m4<cfr`8w_dLl9H7+=x!$3S-w~M=8En+MojjDKq6xZ}U_ZI_XKR&>-kG7<4aNjv z*Uwb1rJGZEj{uzB-(cbsrplU^aVvc=UMX%}qIVh(OjcxRtI_zICK7dF%eK+{g4|{6 zHnJ5w_rq9*8}=%`b&)G-5GCxBT2rx zJCdwxj-2!y{2pJ)P`0(SsNP^eim0qvg8K}*Ul%A1eNY!Jda@DUt(Ry)Bfb;O{bQ=+ zYgISOxQ+E0*0yd>2JF;BL2ZNA1K1!RisXg8_L-i+_eb>ve+#aPmdl{AW$Y33} z#zx8&mKs9?pTT^lVby?mX^5S3#)gm^!;4Da*evE}TU zlUk%2@irfh1y7386`cL$$DeeBZ1Y~Kf7crrH+?q_lRfSVb@%sY=q@BCiUg7XMJCuW zx1+%V{irUZ_LyeDpr?U4Z|dN^ms2Bjc{6ukTn^hRcK;okbFUVuwPv_5&Q^a_@QaC) z2p^@~KluL9ZvEli=;;?1G#uH|!9x#VJ0Sf?j?*+cY{erH!g^6%T>4a4TJp{PPXzC%CB-jiW7%(6WQQQ?8*U+kJt(RU?2FR@Ps3p8>a3A=7J!* zMn|NH8mKAgPyjAEaQjSYoZ{(Ee@azSJ(tJ3D0s$P0rWjn{?8Dgj?q!Jr5b#vfMWR% zjSqQg4>9( zWD`F-&)=T^uxKvXbI<}m$Abx%IPKtx9t1eFaXMkhMJ@)?BHsSe@F z%M}Na%N~UXSYX&c-LcBSRH9-}wP8JuQF8`!{}s5eZO#vx278G#iVq8b02S`-3;D4N z`4#?>(GLK9g>S!M{3>U@01VUx)PwSN&g>n(ta$9*;Nb0eDjXS9IE zc=}y@w_{DBjwV_kC|2c5l#)Y{O|%zaSXZ+XN<>lVCAkY1rjxBpvZzAY5f$Nd%Z}Q1 z&kE~(q_pSUi3fc5E`{w#s-xGB6N?V%ftJu!3F2F4S*D5PdiWy($P!_GZ@sqh^rY$V zQ-4`>gW)YF$(Z2lHp`+F-zH)yHt(-HIH;c&p2ibXxZs81N$tW3$kDg2a_H0 z-qN9Qu94ii@I%~J;9^1SlVLOj=H=;r3YUL2N_#Igd;;dX9@}WYB_)5*E1h_b7`x;| z_r_oC9-Bn5DuyL$vI*<;gt`XUUXZ*x3523E0SrLK7$e*~xlckmQ-gr$0Um6Vd@6VT zqvh=xALlr`Iet^XIpPhMtYHZtjD@DGBUlx`d+Didta}rOQayD9c4J8 zPgDVTA-wwBYrTEMLd&@#ntRwO>H>eAQPv5dGkjc_+hZaAh!ll^kwB3&6^5!h=(DZ_ zbU>R}+tS3_Wx*|}V^&x8I~Dw5!0_1f=!m@jJBMS=IkQrGmMFM#6Ec2qMmxcU1os6#Km?8Gx1@@2dU9TQ&* zOF4+D>A{3r+|Cq@{qM|Wp7I`IH?xxpu%BzG(B>FhVwVOl^!Brbdt#L?#imX-E@qVg zP?cgW_bA*+!0R*Mqa6||bR1{4I(<7fyv$hnJa(Gb3A^E5EY4|AHYul1e}uHxz=%AI z#yy69q-t#T#m56&+1Eu=LX^rQTikhEuLv`l*N~ZI@hH23KVG*OJfBT`J0~5fp~+!G zvYySd#5F2kxL+!7?kf&D!j4HitqTz_!i$%4o$>P6dwaFxbiN}oJG|g@ZhWE`AG!wZ z=4LgA7ocl{6hs>d+Qa{;Gda>rn=E^ox2jUKUPg%ZU-kLI^%D&Z0$aHMT8WVP@|gG< z+#YBKF^%xA*Ljsae$-hG5mvY#Q2)Azut0i%2{{3XV!(Ek#&hu-5sF!nS255`3bED-y6Z|HoERM>ovom6#%`kjuaB zNL>}5|NpyqkU_ve|CP-N0obfyfrtAoK=b#3cmZ)#6g59K+$q-{8iYd=Y^H_f_UWK zkz~?FdGLas`L#*2D!W8{i8TGm`RT+(_k6iZ7OI*+3wk^3dPxxA`|~`@rcvy)_~C04 zgm`c&+)-cL^e(B8`BXD4T6kQ#^Wn^+Fq;1tve=>2eOto!I8=p_>$>aKML*Wb!(>zMTZG!b){kMErls7 z^Hdck6BJ7E94bYJ_(h0ZPJ~JfCS$}G6CnB7BP!uZ@Erm3CWcVw&%RPXH1o%~XeOn( z>Rc@LB0Zd1aUE98*pMAl%{aGh*0tQ)4P6GR2JBw}%FcdX|4`iBb+<7` zH_$vknSbE@o%xeQn4znqnBK)ek$YOr?}QDHm>Im@1hV=cQvxoJZ__Y^HXtMaKq467 z(9$gQGy4z5=C5GTFcAOp?!D9E?-BYBs(>1g&V^Q&jC8?oPpZIoZe+q_{oQjDlKo`x z+i(#K{1hPrFn`$H6q)`>ENT!0@PB#bx_p83BmUPm{C&7c3G#nBiu<<T83wFfa+c=q{4#R}k49j}~)c#Sb1|39ItI2SS*`{*~H2l$ChKb!sKsE-1s? zBp9*E`&{@{V&|vO;_LJ4V(4;G7TeLyeRq7)M9TM8ch@!ZG{B;%f$owBn}%E}y zG%d9NbsYy#`t%IoYF_3j3r0u3^Gh<{rc>eZ9&dHTjmaNj1#{jFsOaX&7pEE_^vfQt z!A=xJ%r4-w=XK`Lwgt4Izvw1=2Kuj_HkO_|pqS&&STytgzJ%w;8w?aqD09Ou;DdiH&u;hI9~k8G z@m;G!dS9M3H>wVe-8rJiBrU0~G_1(kJv9u{gBg5obU4-G3zm%uk~5ASCqreVc3bKH zShY`ZT>EU;G-|I0f4Q(^pmF6pWVf@#X-it~z(y31X_UDVFa+hWLR7YIIeHvV*xuEA z64e2s8N_n~tn%~MkE|;QZDCk^E)Y7c3Dx_Pg+YQLBFc)L(Dv$Dm6cw;A-PnUwf+5E zlQNjc>{gPf`B5dxG2UT~awX|sFY7ay15(w)XR`iB9na?74P!cY^Kk{4L3{1DMl;n5 zNf->?9dE?rl$dx_(G-o{q-Q(XDy#$}gV{{bHXtcX0Q*o1&+;hd0NfNO|^{NxeVeArXrU zvuCH(6S-zXyjAtxdU`ULFYe_djvhW&GCoW3>m}XZjO;M9naL`nc%ym?NyEh_4t$fo z(TK$66R}LxoAhanKU`-OMn<5Esv@T^-0(35fAlFvn9G7;*Is|=H4Ay zSU8ryidRwqVK+C<>&?YS?D)r7sS5s%odVVme%0~pma|4zuh4-6h)6n6aweMfYOaqf zviV~9{gZ8cnwPBC+p}imgRQp4p`Q34ivuMM@l}!|REp&Te&D;Qrsd*6%UAC0sx&^v*ZnWve|}%W&W~Y-moxPa zRksffDbjzRXkVR9sbzpOMPDkc{z1iCp4Kp$$=+U|_;2#OJkPN_8R-^$eqPjKW^Sqp zS>wRCaZ!ODn10?*^lf@dKjFPiuXpym;Yv!nDT5}P=;Gw!VUK-uGu%wdNhL};kcSuf>L^t?uu9jN@5Zo^u}ThO7s|fpeD=6YsSNs zORWNH?1yl<;3;E9Px#g|1?pJYOMib(dy{^t*E^!`-JH2T8y@S3%X6iY)k3T*>vmL@ znQtZl62Wu1n21X+6-c~1+8qZwR16vJd?WSgl7INW1|>V7ChKQdAKumrH!KCcu($AI znO=aL=;FFNN8+$ODPeM_HCk5^_)J#X}f z<{OW3{(fGX7~`yPzDeIY7s#hfGvm-g{F3?|IGg?Zx=4CIWfunPmE0bm&J@!>M#jUf z@^g55i&vM3x@I6+lcbg7HTEmC;Oo5x;`YeW_8~qSE^w*M59_z7_&M=8==H zo9g@fS{ywWw>-1X{IP0Q@!<5`?f%4g>Nh*|yhcuGxoV^tUwWUxzcwyG9Rezl4c#M@ zfD`lS7^4aj-JND|-7zU1%vx?sm`Cwm6Awgd1Nll7k=*Y6t8Mdoe*$U+xIblRR#d%k zr>a4n#o7hg%h$blI{C3>zaKm482&<8J+4YRoaN6IMz(URcfF3on4*JV$A)I>b}6LM zSa}zvLJ5$GFH!cm?(^m467yat`%RSCfDyejXS!G^*^pu|SkkqXuPP*W4BE2#6rfx7 zg}t?CE(!XL_@@u{!M7*kmkP}%7Fp=~CGl{Ixcl}_eD4QZE8}r0o3@VCJ6&liS8W1} zDuYUS-a{9~bT(ktn%gUV-PkbofyLu<{F=>mpPod;h>8xQ1Zyw1nGf-c{vpK-9JTnW zv+0IYxuu6XCA0A^kXIE{$I7B?i zntJO$ok&|jbGsd)TqA{ENoVKYIo`n5EED@p7S|6!y<1brK37;I&f}vIb&I$_rp{Zr zX{zq985h6#!nj8zlW9kmq%nL4jE)>f)0fu!znalnb|N;ynJ=`<$E^fi#a4QktL2pm zm4L5#JZHRcx4+zSKRCHUA3L2NgtRNFH+aqud73vQvk3c9|8EKr)a3yzpt>NR^vK%2 z>WE~rzfZT0LV@;#CO2Fv3(LlLH3AV%Py2pNs^_2}*P zVdgl(t23Cc3Al6|dnLZ*f(@$(mDB$TfAN$9pN9K%Oq)ADOJ(=r*~QA_JxK&whW9yN z+MX@7-83&mdpqNi&0qmPLj-~Ubn?f~#eSoo{p#n`qL(}5hNzJ9r(1A!;Z5K$!H}B^ zrPm+E57N)&5@~?n&gLtEero4i^oP3U3T zQwB01tB}e@DddisFQS=$jbhC2z#c@KJ^*b1`IMC{<1s;TX?~(Cu&FBxzQz3ys$6|h z*t0VC5RZI<95|g35LEy~m2owZ52qtM;+AKbPkkfKEAByd^Yq%>o;(oq-w$A77f_1; zw5_uqJl;X!=assUyEpTG4=Zc;ID>dYeDcQBJ7FIY$acYnwATSI_y?gB0VL(vL>1qq zQ6LtcJ-q!1Naxbajb^bXth|-IR^Tiyn|lhZAq5{`U)-2c+2eqS4f~JilT7ZaBlw9e z&}b_^=TEmgQrnI3||#|foH+ukBi&t;+X5EbHOLc6kEO8cWVBN zO#*zw7!xUQz6*nZ9zLX-NB`l;5|*v)rchi=CDdX#isbCWprfttTCByRg+N=O0s!2_ zV|{&X*6ixP&l-gS;((+g3=MV=Z|F~eM>*8I##*gqjsSz4Le;fBOZZD>4T5?1*p8IT z+E~BC?K)vncQL1(*(6oC?Bw(2rsQ-aIU4MOy|Tx9#}#vjEQ!QnA;Lcc&Yjg=>gPUR zyq3IgyuxY5mFJ#r8R&lfah9n--R*_q+CazbukVz<3+ey3LRyeCAGo!j5fmjD6dVc) z-&$uNT0W0mr2hea`9xn!VHOwSg4x-^K%fTH`lZd|tydh+MvBh6`qZq|t{MucnZ#8) z+LBX)Q(*TYO315$?uQz8#*fg811!OGmXq?I!v{=t$G37GJLt`~(G_e~>2!t*SD$25 zn!^77y^*J2ZdV^^Mc**CD@TAV`}40buMAs(QnGT(R3j|l4ZrU`4Zwc*k z1FbS?_@{B0-#RJE2kNrP+tFk?x>AbI`b6wt5Q8K}4DSImIS2nXPP3je2NtWu6r#bb zrj+`&TM^u|>sOAw49Z{YMXU*_%I9;$aU9)PcSC$_;kKD}0%GcmQYpOat5O6Q-!cjZ zo3CZKvdG|Zlo!iG8$Ev@38+C=u9$<4l2AqD(24jzSHjJSYI^pd_n=eBAe$a#dkP=! zcI#yd{eT9DIEXk}5Rg5k4i$0-8cOWLS&|=hx!&j!ohA3K4@?`Hg?s`u;mQLbwfwTQbAgcV7sMOoZ zH#S(b|4s+&%qTJDmvgDU1KRmTN%_Ca%KR+;Bev;{+oG&lkRQC{J6uuZq<>^^ZknPaer10Ku_RO5Tv*p z{N=8b3|{qRqjtmTEB`vOe>52uECI6zN%ju_665`3SCN{6!eM04gjrvjX(E|Ke}2>! z-;jl*B2TvZr*_3^zO4d5>ztKR^L(NIYQLB>^F<@`)yV)djg&)1Aun-^KA%hyH!JRm;Uy)q;&X*kI$wS7~e!f(Pz6! zyV&F*%ri`oun=4U&dF70ce~HDAIQkonVAPkm_L-oT5tAw2q>BjVq>kn+Tv%>PzLo~ltiLJ^nVstXZ+eyfAZb`OOte^jpFP2ln zx_}H|zM(RL3Midg5;3C@DHSuYW>q03;i|@TLBoJVRL}Zqwq9Ga zq8}KG?D1#k@ii*j6TT-j)7F?TAKeq~%*jdf`fm3jEB)|2#DW*RjiBZi&`6v_9hiYq zu*i4JgZv5un3Nj9iWNbWm4cwpnAD=@v7-MCm<9n2rqiSgUP=&2u_p)xp)wgUqTZcS zq}ob>BmDPbpctKG`~h6pPb7&hNyJE+INVzdQuZF>^QHhCIENuHqLG}-iVW{rIKa?b)S& zPD44V0tsWfLPBUS0>*HhRk| zv(|mkhsURPJi3fTRTnM=nNi@I7%8r6Me;_pSJ`2cA+Ak@!X+ijdo8xK))8rgWGvHa z0A+g>EQeM2A|+$Idmhx-Nc}bR$RDhH#nziBrZU3JS2|pM@r7zM>;>xUcjzYq@+NGr zwP(3-mYC7^-yQj$m$-qOSTt@;4sFUFbf-=<5riX}Usy51i5V|jI~IV*UVZJSYAaW* zo$fCf3ONsZ!=2N$C`Q&%4ZHD3@x~9(Y6uxybJ4F`fH|rNa7mXj)i{G)4OeK!f>C39xTf0PoZf==k z&X^sxdU*dEWXU2sjzv5$oW2TsTe)>j`ILJJO#xPZK5fE<1j(&_9&9lDWaJZSDrX&m zisGDUho_pX0FmLneor{K|HljM*M?8h6j&UfOXROHS6dPJnaX(Wrm@u=U~~e9*}#W> z@eu-$NS!yq?opy19F;#7C&nTWMgJF9wq1Ro-4@FTg)Rh}s2>sf@CAhct|RAYCI_n} z!KIb9=0_U=nn+DkhF_bJprM|~V*(CZq7!OPFcYIim!pVv0+!LK0|7J)vmXlh{|QV} zL<3tbq6iDv3PJUzJ4b-c@$Vrj71_!Mo^Ri?&J22!XN@&3&y;$3A0r^{C^hONSThgR3eD+ z>?%4tSY8(Qf01mo%A7?{LsT1-Q(g{c@Fv?IB-J^5!KSw{e|&*IqaYM^ZkTEb2|vCZ?^= zlGN+LXj&9v+1=Eu{5FigW4OXtuHbRE^$$oZCuYXK#Gn*Et>t{f`8>*@m5AWHPub~p zyZ1GSj5+z* zb*qV~pW#8NSVBtSb|roP&by+9xSsC}Hk&vz45Q$TTzWOlxm6~P@KKReP|M~kQDjYo zmt;7GC0cWs32(}9>;)Qf?l}kEE8#iuE%#NBGDIabQx69#gqW{iJW6~nCkF7j=@_Sr zspM;XUnj`&yi*Pd>@FWjNcckhSE~V-HqAV`e?2QHTrA?5IbqzV5V=lrT@~z~Ui40R z{P|&RDXs&d2r89d=A|ABiLn&%p1+{<%83gxo%B?I*CUPd{GWm?8oYEd^{m%UVJef9 z2{5c|A;CXK=ak2nO>Jz38vpj0;b|$xUVBq|k6}G7GqXvO?9!rYBhA_qukIS^77H9^ zx1@}6sFO;tGQO-O^HrTkeXQU(_&HOAGj?#_PxeG2S1Or$8pmqfh85j$FXKvI$Qnht z_-kDi*Q&la-+j+Jn_H7R+%d6IUf}mr2C$cXOYfkiH*D&SHgYhTz~tU2r`g4e@bHt| zNfBybo6-r!^9(7;tPStc24fn-WQJqO1WB60CnT6a zMrx48@TJKDALSahpT;fk3KvB|W+HMC1X62w(c?80g^zXQMphsNJ!;8wnrMp6=LvmRg)wP_~$po8XzT>V| zhlM4elvt191sMsY+PmjdgLQq$e2H~YN`$cADqzR1OXIF`oqX6Pw{b^hobYSwGXBp} zcn<69p4V?RWKRg-i|Q*kla#RfwOsO?mnNjXeqi_cy&E8XhsXWY-MsoL|}RjbPBi47fo~o(YuwI*XckFdlUP za3(`h{z4D0HkTU$X1H+-)2CH6mDX1%tLk*>`TGoI^P(w*twhUOK`r58M03^bAz_m# z-|a>BzGD!4oQf&GClZVm?tc}cha&rQRC89Faqf!oQs8@Ja}#}LpSfX6`580xd{iBx66F7Pi+Zw(*~<4o z6waL?1vd{nsaxo3K2O1f<}f)vgHE{E7-E6&4u?mKM+a@Xc=IyBou9oxICoRJU z*gh+V6RNvq6N~CP45nwMWfW*(NmZBtd;VPSd=HWg*P~|mxP3;@0U|XjQn|GHxPG8{ zweSF1#frW;VXHxk?w%pNocg!BnZ8uOWN?LU=Utf|kOInHk^0b8G6m5Aw#N%4~Pcft_A4u!&MV zW$erk@n)C=c+N6jOG7fSGiAe%K<-z5QEUdgagr?2_J86go2%@3{fc_5X5fni>q5&U z_%o;tBPCl@WF2mNia7Vozcmg}r_M1WZj11OzoDSxB{8yet?e2oWp2gl;-bac`jw=B!(qvbJ(aFKbWMSkkwV+bUq(&N8zF|D;OfeJmrjrKPE;yjxWg;U=uHdJ_tG=Y(fAo7-xqhiA{l zhKQ9W(nJZSiB>F89U|ex{21T(LEz5+&Q6Fp>KX$;@wl>4<{I~oM0fVl`~oFo0_&jk z5&DABBOwCvR|5N&U*3{=RIbU6d2QUD_Yei%56|h`Nw!pfnZw9EwC;q-x%la-$%K&a zs|s;mqE3ALWlcZP7w{^~ek8Fl-$V1toTs63>#T9HX5(QI>fK`9us;8F^0|`m`Em+G zif3j6Is)ST9r9L`sZcY;d<3*vydL1gJE@k!1H) z#c}2jQwMC*=dGnw#jDBJU(9sm_eiVkM#)}{3WaUt8nfjY^}RlHtF_lp7Cg%FBc|Z5 z)$Y9Oc*4D%Y!dW3qfB>k`ZH^i3}%ER6a)awkS>f2W#Uo3$j*1!cRw|2Uo2sY?EZC$i4?EsM^e zuHTxa_CUw0u5wOs?SULo62d?XI|o5D2V2}Pm{}}TQc&$r*4~~pmlenvWUfu`kMwvM z;2Y$heHcSob-2nPv;lifbDtm-OEpAc(ic>&+F$}pK4wTt`K7DxAm3PUA1J^helk@n z#5*uo_&OkOT@!5mohaGm_Zuu0C!Zp308O-RC~PVat;KaJV~?1RwK0Vj`i&fHAaL2p z3C0FPf+BeaMm!fKq&NVl0=+=hiyJPI2cQ@4x%yKEvZtUbhh5(~7U^OSwfEpcoGkbG zvwzj-|0fvZSL9|&Ef>lsb9}Any&Lss*MqBYz!B&xbjcLT5YqYkabzExeDza)_@B!R zENgC<-QP2P{vL{J_JwL5iZe5OKg5Cto(X$=f8Qz&qWsnf_6q_H8bwaALj@ujkS!A; zWC9@jb@&wszB5UZ(<>|)gy=!9Kr`+Nhl%Noupmn_V?FlWjF<7;~>FHaj zf2-8xa~ahos~Tp`N6x%yya71Drb()m0*|D6K{@3^4C@b<)V_20fz&^=%%tk3UhFFQ z^(F^*pFeD*<(DPr!@L`+#$O5^^G4e|Col(!9g4Q$5;XZBd`tPLvKrAnriRO)Jt64; zDF_o3I3WjFp_~$ADr73|EBoTh9j~6`z9GlC}zdWynrfsaOMY)z1qg}by$wr=NGPhME$H{oo z^7Fglc^$D#<)7AL3r-4XFA%M&pZF`5>g5pie2D=q6oB?;6afkA(-Ha_g5AyaQt@2} z2d@2>PZCL?nkyj7d%rwplubVcpY^(AB3n`V>-Z0H9kfDH*w+0rQUvoNB2mu+IXD|z z6B?Aj7M#itJvpP+;xlYvcQb+-+*&h{m?dN-MXMUBv!99-f70HVq)Vs}VPsT{DzLt3 zk5ergcaPaqr2hG+^J(;~mXF%#yf0WGdv{6RE#cmHFFWBPN_m zJ2UOlq|QoLHyZid+rz>;*`}=8wfMEPy&!EmMoyzRF`emQ_S_u z7pnE{*UR>yr%Jc1)O$xLAvWnxdTWo_sS_<3b(3UKN&|C7goY!sH$GEBdbW$D8&LD* z+Z2G@808LGx0Ly}^2Ccyx5EDS_S=v510dNa2kBsCMj1_uzyL#E+IYHY+q5<7vXdm; za(3D>D`rM_VSDZ!rjb#2Ho{V{U2bTn>hNtIe&W?i+C3BFo9oH#W#R3#ylws)axjpTe%*Vb%D%odk=E26&_>X!J~-!ry0TyR zK)cEB>rQ5QqDGHSl>0Z-Pcj@u5!ErLMaWM=CsYqa6Z@-17i(udNqu^K8oefb9&bgH z1V(aSs76czidb$UqFl|&7+Gs+zJQm7f_*-XMAH2@TTN}lL7DHA&K>DZXPnEtLIW_j zYlNv%f(`}q0Fk3CokMg0Vw6X+yrUI2C{^YQMjC3bduObXG|&OBDmVZ^p*oNJMJln( z>1)-oThiabQcEBG>T`)eqY`i@{PIW};>wOJx!Ly;QtFR#yBCZ(vhSW}wJA|`oY6F3 z?)%-AHjZAL4C1p6S_iK&WA*DX;kkhMU{z=Mox@LQpfO58_gB006X}8q?$kWzMbDQ9 z@v*bYA=&??O35iR{& znhwc!!za6&TMC~?XP58B>fRe+Y1Z0nQL5w7uOliMLY-8tgvYL0^@6rOj_JT*Re@DR z`Y;^V{PUY1*7DGaLpvVjQ?ANH8PUv7i>yhrBHVX6m0RZH1~1J8|I{BUb=K;k8#!y~ zD7sB-Vh=b&0t?LCNC-AxqQJLU8T<=CDZ8dO^L$_bdbog3*YqRe+#=+=R`4Ol0bMEcRNM=Jf7C5!ABYZ zBC0-TRVtM+iXzbU(3ST<;CoS&~xQK#zaA+^NKxg@Du2D--jp@bxaL50pSD~brt8z2v?oRFg=@*FwE7eRDMHhau|Mkn8Ge>#-3Z~|f?ngsgLq@#A zs2ji3#Gl$bTwVcV3<^P~Lg%ySo^n>;l%5oJ+ zsz*4I3Od075Fo^8S}_nRFSPctT#sOaVpiPn^V*MTB*T@|8rp zu>+iCyk0wnV}39S+NUo~J#DA|%;;UTn>}df$ILpG34|I|b|!$K8_w#T365Q!gJrqS zxg+HI*V%O6ICVNMD{48`YOKnH?ojykKX08qTCe(=Cxg*IV~&3{!}#7k8lQC zk&JZfAr|Z_{BJK5G|({i&h06Sx5JJmKA#JN+4%0mZfU0*vQDD89VOBCCf2iYuZGj2 z?loPjhrKsBU;+R%ifaT>_Ddc0`nW;bNd$VDlkGNk%_M2&{oJ;U+Ios>Icsh%c=R;k=>|{p z@jhrkO5NL&ow~Jxgs(UB5%?fP7Aeug&<2UF>{a#TEq8WJN?UQbQz~p{Y;*$_9rKqP z^%*%8J=lcd-4K2XsKsr9Pb2#XeG~I1d;&XcgaUT>!ytrT*?2=z4dECb{+=izOM%i7 z8FsF1feH7OJL8H+&O`{2j2u=l13ii$CVxSqbHyE#l-5l7~-ib;#nuMH+$`IvyJO)8!;QJbP~I__F5X zorhz*dq{S@j2{*c8w94p+k2_JY$0{LV$5T(eY2Q#ydDJ|YN>xpeUC$??dwryKC@B4lKt^3#1tm@u1J=0S&)4O}s z+I#Aw%t$k6lWaiy8RU6(#0Gpt7-!^Z(fJ1b@Bz2Ko(245l-iJhsm3bZZ74Pox#7yv zL&gh{wJGgI+s>~|F5A1?-E*mro(@z}=2O4hB=2*E$q-_2*NY9(0?%Lpv5_rw;!?j1 zfq^c6fe_?I0zn%G=7|l#=9oC{5dva`2o(GZ8xHcguQ$^PO-j^Na+?RRR+rMoZ`=RVu~+rU7_v$ zp!J#Tzv&;Cw{nKwf}ODTm=CIh(@j+l-oAzK=E+HGm5oKTgS#3O6?o za0S#Faey1D#hlif%vD*^PspSJX#G}qCV-@l?u2(7y!_WBT$5L2`HF2MVZK=UUkhYN zv0eOo4kS)orM!>NgH#=e<8(v?u&7dXAt+7I^Ul=W)xn3)@`6?Zk5`z4a0bCkcRq!h4`7Ph^=`FcBY}#n~0S{Un7bcr^f@D z3lpKDH}bxlc)t6yhO$~$rNG_HRyryzxtrq~b>8*U_4~gmB%m{y0hCeXzkapTB%Dd% z0@Q8y#hQ-Zf8FClP7A8QS1=pu(-YcjqsOP5VJRsu8=1KB{)UFrfYq!h5JMGbzqEPy zcnX80T{EU>pjH@$Dj-oOHe~nAywCc6yDru@;~pc1+dH{~^{$zw#(Xs74aK9K{(3rW z>YuJ)z9-y<*%#Bv<{p2z=TU><p30Vq^A ziym3(aetM@9bDu;a$nNjvANUH(H&EG6X`l*WS>XnzEvFSvuURn_IS^~=^jk)DC*x{ zLq11~KYMjkyqbAi)bB1M?tsu05frxrMm9 zm_9|XZ;P4d>F_=bptHY+)0}x>QSEs=a)WR((En0*c`~#XcF{-m_jJSc&2-Er5>@vN zC@hzGKE8*m#kwo7;eFw}zaEEMT^PVD411VP40n9I7@Wzxwx5Os&azHR10b^L?qjl~ zuK;npJ9!((kDQ+H#$P+KcRH6X8m^h!p3}qW*k`ue<)W(3v^F&#Td&sP*Vqy*-KrVt z+E(3O_Rc}>4mi@Zc;NDx)b0Fi?hap{UVe8$nBEiF9<|>U)$NMisH(*3Zm1!_l^rF# zp-Ba2rsB2x=1=OnW?PXH0KgeEomXg47ctSdD%~wlX?I|Daw+54$7Owd>9>OAbjuzj zuUH*LG;SJF5(q^fcAx3AhZAW;ntl~__-c{H8r zd}<{IwYQ6S>I!e{cG}Al5qx&Joc;vR7$1}FpMd}AWr}K!x~Gh?$_DlGQf~^sG+C~f z%y;HBh3GGv{ADGrlK#rC#^Z_^(eUVgJ(%nDg z++Anz+Wx_G(JqtMc7ky~2%u(y3ms5^Zf=to)A;qOBNs9dO4y}h9gb-1+fPF}^E z+pScpPz+C@v*_x48D$KwL8eUZO4`l->{E@zsCF7case}Kb>bHo#k!3r>QJe3!_QZv zli+Dn7@@A2X&zAgo$$r}gzU~bC}%P#x@lizqp-o*ZNP3@X+liGfQ~sDFRma#fa?=g zAr-gNxvY8)@Ie)|5bb=Jz;c(*ER(gedbTowdBk2{AbkToE)$$1*mUY6TG&@? zDx^s(NeU-_ed6HSuy26C-8Z{#Z+(90cjw~i8K=N7_mj@o%WH8Ye_v4Hwh(|vJHB>% z@-j_mxk>#*HDlqZ zPah$c*r2~~uu=Fv@z42`klkE!wYXFEj~3-bCjTYpAJ2nJ^hB{CuJ%zh9yeJ%bW_4B zD6Tq)hvQOR6-Z~U3#mh|Zx*(AsEpZ8XG0KWWG&40CdD9)%!8=<%$oU_E@9?CXs!w0 zH-N(d?v1&iqi(84-njs))80kSu@88eeMJm6)VC{nzZEup$RKSLzi5t19BGnfKjeRZc4tvV;!3pRJ|6`; zljpX~*Hc{E6}x(q*i_G=o_-C>?LHU-jzGNc_b7OY{c@)N+*I$)C?ND#t&M6mQ^T}} zTW%>zd2H(c?O4wZZOfu{*n~gTG0b=%Z@c6my$D|s9mGJzEP2)x)jEZRlN!8C3Dk(d zWHw`51meRcRUFdOWJtT~u-G(m5TSe}ldSNQ;j%{>KTgD)rN$BwpA8n@4W`@)+t%0ne-K!61dT5q8)FmmoiY5T!{Yq@(5q@#T<7SHSN;LU zky;m@aieJOD66e@G~8&LD$a+tVx_Z2A`WdAVRF}3mf=l>BjVfUHzRnB>a{v8&1R8- zhK!FDf5^h|dcD=)(nITbt{MO{_OZ-zJF_U+^^#gQ!8PBOUk8Z$GNpU-5I?v(#2x$r z?nt}JXgdo7GtKqgjXIJ-`QGvTb%e&*>V4ehl;p)Wef(c;I=>PxO;oeAzi{%}Y;5jK$bkS1ZO_u?OP}*m z`RgBIvx)5i^o-m2yY>6GH?0Im^~1P(Oj-)w{W0~ee+a*cGYSjKIb}5A>h#_KBWB)F z{2n;WW0vAy9r?X5Yku~;R?bldD#`(}D`I_6b})fe>aH~bXHyN>1}y!nkIIrqSfa~A z`n-u_bSOGc4UNJ~cYc5y$}4HHGOvz@J}Y@w3lQ`Q_~F6$`OIH(5?&|VH>05Bh1~O0 zadGSN@z9?sR_!Q3b$(B>r#X*ZnTSk{*J{-y}H7;T>zCRs@w0+$A)w zofV)BUktHvhfx3#eS)NiC{#Gr3_F{v>=7p%6P4I2O`*&Yt4yIYitM9AfB(DBwCT6+ ze`q7v(E@2c8}x^OM(PF3)B3)dg2H7g*ivc8X&_#*K17rW90=6de~>6giF&@5Aj)iR z^3tt|^A0uALAqxUwkjI+J?1&X{R%4NNO2L+M5X8DFC2gu7wn=e9g%>`U)VYX+h(yL z_svwdaoh4^l8{FZLcz%Q%RL!cq~BpEs!KRg*_A)0Y7PS?n+&AaUr z#6{*hzSi-xYO(LPW`$ISn@{iJtjk%`kSo(K4gbHG#;1%;klDrvXlE8@WgBLfu$?`k znjD16^+A9+q|qb|xNOKFS|UQaPVK93y+2y*q2s<(3eEp04Yg4AiGPh3)JXZ0V95;Mu>MN1PV!EsrZ$ZU5BLwgbemq4=IwOTi1k`c5y! zUg!bT9CTjgTKlWN4=9;l;fxun#mdbKOA7@E4tx{z`StiU6uF-yfZ+x(>}aSVLu;35 zi9p+7U(mUz)zVF1S{eIKX=;b$79G3TZnK!vZM|L5(B+ARv?tZIq_m>TL39I!_}i3S z(GCs{t?c$-$h!Uua2XR=&S1mKw&t0D#&d$-Q$4#z-4vjmNKOQq7yY9=1IT*j1jMeH z4R>o6}$(Xb^PFs$=s>FIIK^PNPXXM*jVY9^Ygi0X?a#u1cu2lIsk9@i zEwjRxKdR`Q0_h&TOabbstuf#{RpieKiyZOi)77;{?qU0OrDUuOK~_3>7FKi9vO@!3 z)42huZB0uARQ&tMd)0NyWPSLQ0!`NEdi>IeZN+xOjOxksSIZykpmb92-w><@`qPys zT2Uu5!Ka6n=tT}pT-us!1)+;pROKEP60Kf!{^SvrBW>8v-D6gzs2Tu}XxfbOGUn9> zGI`}NjNAzqtKy;rQ9ajV{W#h zfP%0%B9lQbh`=HZg;xO9J7p0u{$z%8RpQ7X?tlXQFPsgtTfTqnPy=p8ij4aQyl#3p=0*7Y9y6|eIi{_93C zuRTR5WeJ~eyiArjzW9^X)x*YTS)~CRXd~VH=69sZutXn9-5(nsHrItNktLzha{`|G zLHs@#pE!PFU|Fu!Q(?wv{Kb6Z^%}3*)$zUv0JpA(-~6P^4MoT+=gIxl zw?~IxkwIq525tOi59q2)Z&vZ*JY8%f+h$zeZF>yR&_HJhzN4){=^BhQEIUV(B9rEC zK{R$N@y=pK*it8X&MtblChb4sd(0@>V3(98EWI{++SS zty$7_49vk>4RUvL{pjpUOkvMl=uQg6FS!Awq_Y6gY5*#AY;_R$4K}EKK z*H5?)4xqgYLmjx3B@ODFMIjXTtIsFm_F+1jn#!+zyFr|aN&jR9B0z55{%6fy*KF&DDDo3 z8y_1+a|JB|F48b6({^>LHPMr-s^A+K6ZpdjL(t@z8*6}YW(FbWNM0ZIkJQ^OoS*#& zOM;(?yjJ_sv4$}h7;u6b9(V!+)xkLkn1GL`JAZv%Ul^v&IFXmJvqdY_YoSC-3))!= z5RTo4teE#?SxMfh(j@<_7ng4o$Eg>0NL}|URPYRV04dR~NQ%?&h#|6svsf4rX~o4} z|F~5uH09TMI;2tKw7sNoR}NEDZ{o|+cUS=VW{pzrf7TVOUlQF~EAM4&yN<~KH}DcU zB$LE^{W$SL0sGs&FWF6}bWm8ioo&fDIb;z2K+6PS6p-O)M8}<=|FBF!JxX(pY{$Cd zF#3px$A^;UyI_j$AdW7rxE+2Jo@ShG2D-Gh0nW*y;$Z8A>9MU!2{=}F%#^C+eOh5e zD$zdEN+`J->bZr@rDe;6wzPl)B1lmg{x`B%3jxF>W&TSs7WSi2t9XmK)X@rd0lyAR z@_zPGMjSC6{{xZ|V}A`&w)0>dYI4W`{~uXMfD&U#SwLBvp=MBPFj%)+_eI3MYv`9L zn9h8nSSg`kJz&Z#e!V8d#8xd z!ET%b>wmW3U)N*1;j#e)f#ZJw*muo;*5GEZn&IJRp=T>0;iVBbHMT_sX1jy3t z!smqO7Ip`1p+M1~EC{ib!5Z`wwtawQRMFowXO_xW5J4cNK>&8S{Y|jEfS(_Bv*eqO)@ND#@7^jRfr?;9>u88Yb9(6@kC)LS3fW zIK40v^^?q_K+O?Yh$PQusoy?#ce{)UHj7!z09Ktu6G3=y7%g|WCC0}S9xZXUuuTUA z-E}<2?y-ovzwsgM5O*NZcYLgb?fVa2lEb`|=_X`v+3pH$y%mP4J=)+2W#0^FC-*(r z!y@byKox>$Qkil_1++wK2*V;;A{mtk9V!_o9x)z&ku9}C-MkLsaDB%xo%>*Tq?nE^ z18QRpGemWiwzHTH5Pnh+^UPBt$8(ywFs%cqn*_=7gA&N-Nb_lK zOGtSV4~0MZGo`?wS;I*y>M`l}jVOdxkX_cUtcKFg$pvJK^C6qq7rAI1SU29Sz*j?I zRP~4ywGI%Eu)x|s?1o52dhOUiLYVB>0RP1wh{c6iwg3O1=F`p&9^$x>Xb7Kpc|J{# zHN(xHiQmcwP*og}=EDcyT?60(lFvPmiI#`E1q~(R(p z`NOi@SJJPY3M2%BzRC=zT{o~co5MjU)!6<8M0d_Okc!!I*8Un&gVaB!<^wG<;&~DQ z6Oi${KR!VN&;jawG1ty6_?WZs#A35T{@26Gt8aHo!vCRP9Hn2Z;%rl6t07UHd!6GL zE*a90IFB7y&n>_>7GOBV32~TUph0%CUY^W9hM=g3*gHuYJ3E0f#^lU(z#}&PcK?&> zWt}up7lwBT`h0|B>L&`TCWg!9Um~}JN#`C&+XGkxj=@2V`G9dVVvms`(2~SU^KH3` zIFW*Kh0zry2>F)>3XYi7EaLP*LJ3hpQZ6eCDtm#aWU6VL zoyn;O2{{rS)zJ6ME3ss13bgT$Ec4H^%luV>ajXIR((BlBq%v6+g${@GGFP`H$AlTAfh-=%ECSc^r<9`-CV! zI#<3>Le3iq|M%1UPvIxd(-))%D8LT*XY!?v*9V0tQ^Kx|E5ZBk0YrkA^`Nk0c6mMc zXa%RF*pcI3Hayvghzz_TKtt9jdbKKS0*XH{YFX&$-!_)e5dkAa9DC>lzY#p4BVt;B zkELY7>nbQ=mDtgARFTJ9C6Y1X(dq|IYv^Iob-0gZDs)8zSMIh3%_0>MU>cqc0^>Sd zhK=25dqFFh(LHw3EXeV}va1XFhE4U+Yn_L~w!I=E$Z)u|;##*IpgT{tSw7kzdM843 zO43F&r=1CRW)acA{YlGgdq>z^HA`*tzRB7@yJk|%?)7Y#DBd{et-b%)1qS!dSL<&8 zHV7TwSR4MhfiWc$qio|;QDV@^H3J?m4ADD@8C|7G1*e--F_LOw(R_KfC(X&sMAfA+bZ0peM3zaGeh{n_)WK zJc(%QDDdfW!)WZm1Oln8_a}UTFf7%`aOryTM<~@C@{2?Z{p*>+r%KZS$S{dHpq(_1M@b%cP{@1~*)k*I9{S$Y=GH zOe8NsZ4#t_HyMe7@=6MzNfk0FsUqfb6dyTe-a4nf0koIsRC@)%yJeG|2u%|VRl9Zf zV1|qy>t;Of$)ZfV;t|lQ+(~@VjY+0R%=`sZN6aBwe6_^KM%kc5Erg?PgE4h|6>lQ*Im8%{eR18<_K#DKPLlR?_8*wtSm>o zKPZstilB46x}dN$m-=)~3>ZCM9#hc^yB|BE!$jX|X`1#yI)qnE(GlF9kJU{ z-TdnlI~HZwTgfo8qLz-F>>%g}^HMDOhfmi@kFDel$o0JW+6+izO6j)Pi!F}p9%FN8 zt^6vd03>nHQV=Ys?qmXH*kv+g^t{WjdSknxU(5dk8T5b=-JlO;HX$Hhv^&*5;V?h< z0`XdoI0*J+Y5isKdGcum)VY09fHm{ZP_*Ej$rXPIUJV0Z={8DS$iqVJD-nf$8* zV7q|z-BlVIUcmgTyp_wWA*elA&*hSF3?%AO#ycNB#I*hfAe_+?4le3<#vN2y;Nvo+ z62Hn8MqN$&LKpxxx1P*_P7t}*&YNh**$i7Nx!vZuB%x2O81+%1~5n@6EP_YCfiQ<0qxpkwjn`2+VS&?+0ejQ>rA{z$=_M zk^yQSMjZdFc6s50p@Hq63BRuVVf3B2lsaCmHe-n9T}U_MmBTrM`O_&R9#LwF?WxEbMS(`*j|J{ibffl*R3M>j4bKyfyd1dNrB3Pk;$7hsu2J)!3$8`7eigB0Tzo2;Br z#&RR;rkV+o&Rk?IaS9E$trUj5%Y`pO_yuE=1+$J^R{5V^-Ix`sV?WP0ze%8i3*ioo z$H1`wQA~w7$Z7C) zV-8sF8_r;KG6fjM1>ua1Gnnsr9rUjUaH6?@Id4}53f+A^cYQ2NI*TzlMj5%c-Zy!q za{{r&Wd(Pej+VL4nuX#+uv+*ks>e-+6m?e}tb*er>x?c!20zrtMo~r2Tv|z^Q3==Cy9&)CvNl1{<5c8sL#4XBE)2WrHHykmk2fBv^=8Z zs$Y;0zeDQiZWOC{O@e&61l*ov2^0dZ@EQlFph`M6d%iwd3Vu4yoq!Fpw|5y5K3oMH z;yW+XX`k!^ry%$~rWNMIf}$V&4tb;P4w)RqA0<7f?$%hrRY}cx5J-O0M7t zYe4iqbCIjt>^xHD)3Nf%hJ*u9a6>Z!F7d#dLc#}fEf15W+lD^N21}z0mGgE->8tU# za4BdH#afIxNJBbrsQfs{D?VRNnjd1$WQ2w6G(BGUMW7B+!`fwIYcJc;QIfOyOgUtY zd+l^nZnjmK_5;qvwwhia67?HXHX^bzjN`67e%TuuhimW4N;jL=1T z61=)ub@FAJ#H}#ViuQTI5n4lN=4Tb$k|Fpk!_4d$C#@F878)mLp2ojn23HBU<7Mc2scI{a9v0v!?rt0m2krEK zCYt?&X#Fnb<_gnnsgL3^$Li*67JQt*&eKVB(|Gb&m6(_Nq#Od!c~lG0<&+t2&Fkk_Y9=O#3+XoVyfbtis!f?nJC-E2S_Op$nAzWr4niAfFb4;@zynq@% zCsV<6MsPN>%7Z#cs)?>x&?h24KdHz^pUeheoGcusS`^DfNEzo4aRACj7SJVNZP=6p zQv;E_VbXYrNLT>rLBfoXbKIgE=~AKHC555*$hKxUN(l&YA-|qu(v)a8DdRG+g@(!E ztJ%AeGB=&a4HMX!V%VRp}+jY2J{K0ta<4>XMo|OG?aW z7?fKJQ5h<$!aVoc2s+Qgsyx@_Ef2_xmkzV=x?8W+60*-8~`J&o3$0KgRzz4f`+{9JUyb1=pL`q zZmYQJ5V+Z<&Mzn^9X&2tn+wt1J&1x^c4x1gY1i#6N0(aj zfrDhs@gyxH(O2pWdUeV%6qX5h0(1>)^Mqhvp&`kM?<0o(zC3KVb2Ac^n zk~$LE?uoMiHM16v5zxO_uwQZ11qUz#8aiM?PUKS;ui_FJ(|S{S@7x&nzYz9Y+&*oj zv>KAr%F7NDQQ<}`4Gs%q20G(kYwJg5ZXfk9;n3Cxf^4| zK2I(#q)$l36y6X7TS^+>r+cN?=!p2D9Y2kitELgh+Bm)KaBBTK0d8RG$$_PG({w;YCHl1p#&XV4(GM zM&)aq*BhwJARk+T#q1q>vQ&~3fukyS8LZ?sPxKC=3Jxs?Zp zIGD5dYt1j+l!U+ePPZM_kpaDcD-(b~jMK+tWUdrRo1>c%xYX!KaNLasa?MKP@7}GM z!iB0^_ed)P^%$$YpFP&8U||Ai)6{?K3O>@D&^IoOj>O$65%JS{`-Ze4fG9~?yTCu4O@KlE&9h_V{9ibt|gS6Z;|ZqM2q6F5*4}t07mVPo^b_%AZW%B zRp$JWqVtI#>bnVi-g7`6+MWbAxM(WLpG(!e@cKzuZqWY^MPY_ryw8fBC)hV>O zj)J$$Y+boR;~W?|c7Ltf@%=M-bWUQM59d4Z=T2{^*9|=*LD2yf5(#ROyc=AS((ylQ z!WVm%fkqLInM`rTW5Orj81qox~bvJUt_-pV!?JjJA zqlx1Z%I9!CYbs!4;sBBUNRo! z*Dqtj|Bf*X|IZjBZM#kn+xfG^g4DV&;}q|1$~C9c_5(gQKAG~fU}}<6pCfKHe>xXk zb>3f*Q9(7g#CI4;5IT<|e62XR*kdrvhmcE$=D8>BUBL#55t4Fey!YAGdDZQVV+|Y* zgo0DkT&Xb-BU~Wp)Qbz!(DWui3@C#M7k9RtDb`Z%p17DH zFmd=st%j$jME9S~MiChZG^6QKiA~lcv}^uW`Tk}kKb`+*QsMWQ7SKcWeu zqQYK?-@&NLG9KKC68GYiOQ9WrCbbxZkmfYN>`)%4=~J#Jn#7TVK$m<*@95k><6g|V zNE5duhhef0!4@*2Ap>xEbTI11Ossz@?UOTpw(eN{C+w z^StaOiYV%-b9WjZ!o{Pv$gw!#&a4(hSnB6h)`aK!XDS#If{0wW<3I z8)Sx)^gqK{(nt=B%I-H-7sDxYkEqr9YU~{m$kLoWnx$!oFfLKUGGeE*EV@NRsAi1Q z!_zUta2rFxUmVXvh8V|DGa=ZMD$jU_miMNDrUiLeFRgX2Fbq9Hi#FgtqT$yhhbiO6 z{~AUOtzP3s`U)S2dZSnXfwM@&OJ;TsIMKzq&i>s>fn;WsxAuZ90l#}d8FgA_&yz~3 zPqR7m%$4vCK)@EG!eT7F`eNfh`$ll-hfz3BzcnYMr(ipOM4SR)RyOn>mzh%+6@7HN zMf+P0MY)d_zUHcacGQ*sWir?2K%fb)|3^w572GPdH+{9x5#l^T(X(Wu^AZF%# zKtzx*oWn$Ar^MyoZj?RYhV*5Aw97WAx|V#-r?MAUlWC)4?aSe?jud8d4QKPe*H04J z*5+C&o(B02M63nR0|HvSh{?_Giq>WkP-rZ} zFYDlstHD74r%TdAY#ZiXSNyL;qKMNvBwX+O!OeVBCYm?DWBRC>4IFSBvXS=+N_JCf zaJ%OjgIgp#u=TGYYjIumk(d&{osi^(;&5(zG9f(qR)4tryb5)RC6S)@{6&+8%By^g zJw}o~JT*IrQ19P@S_MLOn*f^4D(~V;F~&&%o6((Z84u8ZhB&C};M+uRh+n_760mbA z0p~XRO~_xmI~@W4x`URHg*PLe!&k!A!RD-I3J~}t8!A!4=5o#cn#=3u6x!NP?O!A~ zxz!sFKap{tF)p5|Rc%6JXaGsJ> z%|rJ&C@e+7Z$hlKZD)O+XEaa#qq+a#E2+p`d%!Irj813+&A>l>GHA?%*Zw*SVm?e- z=pX?#du>g#zoJ^H8sod`EL4m2YTa`I#_k`jRE!?-rjk*O1+aG;h=GT;X~T;em(q*X zEZMAkBRxDU#Z2kDFN!7(ojI1bdFRs<51w~OrtkR!U=xiwXj|(E4`;Hbyqf_}fF|2S zX-S?9*5*uwRfFq z`pRA}(04E3<4O{<6J4e#XjLSg#%C=*gNF9m?D-PrEh}YA{j`@m8@_J7l}1QB>pb4b zNj`<$PPkRU^9p6QDzCp4RE(ci*_^Xsfaa+%Dz&Hn(TS>eEB8p`O{&FU-U;~3)Rc{ycD^`=W9m(r%pr0m2$ zL|X#CJCX zDZNK=6sGibRm*yhoJem|z8(^OozqBZqrDc8k8{6c+E+KT=jjPZ?je4dYSpVOxngsA zzmqO9gUnt|{X%UvHLg;7@XX9(!vy0;C}g|bb#hw81|zCQm-;aC;t}sOb9fE06bDj5 z5f&yJ^cp>tm4q7v*od)NlMIoNSY;&+sLzN}T-?QWhefAt9N|%Fxkq^HNt3NlyGr zk9O9ft1^#kQMP$?tbh_7r00RpiF%)t(waa%^lR|j{>-Nou%T6aH4aL$dw9^{YVQ}1 z*A+Rp^*U(0ai8y$8R@+(OBe5aW<&CbF|%Ka`Mw|W-F0ls}kg%9ks{N4hraG3q4>W7HPMy?C$ z8V{-~vdeEGj04=mx}I<@@3t?cJJzCh4GRg%m?^zcytZwX@2jLf>JX#i0A$4(OIMD% zrIoFWljhCslEP~wG}K+y*z%vW+dHTJ{2~y5;-`uoFn$t^%Ciu$pdNUQ1T2-|D9&IN5p*7igaFE+ihRgd%x%{0N^Qu$I%c0pFn&oYq`3VUEe;b1gNj+-a5l~ebfc@nEnF(amxe=7v=BJ5kt#K zAwR1ReVByX3c~+kI2u&eZT49az3FBE1P@gsZEDGpjp)f%s9<&Ca;Ch#aVM$T5=P={ zmd)ff-HV@@pYgZ~@mZRR&Gxzj5y2r$rtqWg&pxV54I~QkTT(dR20H|Ei5+>9p98OM znk``gi9^ysn6@JWt0;#ZIbSdRoD3=zZ3CWNvyk)vES4b@)5=B+&uq%&f}t~in7N*A z)D)H_`k#dRB)6tLRcYw3;I*oTYiyey?qeQZ8nf{e?yaTb`I?C07)v|d8j86d%=Xaf zu|hzR+Mg>Vo#==(-S3P1OJX+qC!C6*?OJuvEG@xdnq`>$J@8}h`9PysUsY-fwO9^ z)Rb^&-=wA6t*2RqPN(Mi3BDB|Ev;1PINcBRW~agNA*j^ZEunRHmmmNa;wJTC?FJFS zYBC@0Jlw%5m!%g@E!<)41KG3t>GHW*JK3Q7j+g%XSC50=Gr0Xx zBr7476|qp9e2T=MN3|a06oZy(97h6nj_k-Em>>Lq<0bX*nm}l|k??*qQ1$arfgK+? zaZf}f&1&A)&DBXy*kV)bhw%J0?NFE+7u#T}Gio3_u~6LR-ZgfE*ZBtue1cwD`*$ME zxLwTOsD<3*$_tO!rXf_(l~p%Vi&y5J_}QB`iwt6w62%>4E30hDR`;td9(^0o<;5MK zVLh+PZ?~*Vx%oIFq5w%UKF2naFfsX2VwdmE;b1DvBT)3Jh&-DHao(-kJ zxAfA8tdjE5vN5J!R$)Cg*2uItL3$x$2jl(t{*@Ewru}(Z`P7OW9jrWrwgp-%WC?RT z;?4ZT$1Bsl^c+(BEHkm9NYGU>=>6;MIA@CmME7{Z}_Rvqj=OY}x)_DJ_c~pN`H*ykad>+137i6b_T)Kx| zo`-~6=?+u5t3)1|=8X}*!75QnZ6vNe47-oL2()2Y$d!@Os+b_*%yot|)j{oGVH0)~ zr&y->c!a(+kpW?2vH`HhYf(H%*E4PF>eLTO>wX+!{>VR-)lPuTPU)CaZA6;7pHcR) zeypy3KdE=BYhpV0tY7?uF|1#F2%7b2_U&#iQCS3kuFR}Sn7094DLvamounD(fhsnU zh)LcaTaPkhIk&8@YtI(9F>^8V+-81r)7gMU>>(Cj83BcoAOJuk`~~-A4x3-0jE=|n zKUAG%P#s;ct~Y^%;O-vW-GaMAaCdii86*(g9fC`6cXxLU?(Xhf@|}CD?)leKQ&YQk z&FWs=PrtL;FdFyRW^;_6H%hI2ZU*D1_$KzdCSyW=7`g^DXVP+P>Rkau1ik|AoTzV! zr(^SrjB_Yo5ZxDwI+(vz)}B#Q2L!}nB@(1la)f1VQP(bHoaDd6URnEmEMlyw3io*BsL8&|Gd7<0I)MBk4S#eVNz-{xqqo?JDRhu!8l zYt!bGeP8w7W&c_B%qZDSAs}|va0sSxFN8{hm^!(>_2x=j@wI~$L0*2pI5BxoADd?0 zwb%u_Q%6+zt8-Dq$k!QIPpWQ8=u!WJ@YLQS5gF(xHRUgeGY6X5rJ3 zd`mWKkzr%i_a(IsO#n1jT!Bt`J#ccV;9YKp29R+`Ps^ja69p{>xUt-dPElOsVDWFK zVZl#YJ*nPb#!(kl|2Zgi({S|YNbEl~EWwo@vX_u(d#;XNh#@ezWkmB|!$a$)etXHH zw%;EPXZ(%*+} z9$3FDsnC6E;;&DYa{csU9j`%fDY0fRFqR2hA2o6&hW(S>UKf;XYZ_K)n>wxl2Yx>L zwm6TU1-x%SxVoYv(;idJz>xh$U77FV#U`frT6)uQV+lOr;Cg;Zru z6z4v<-*Bqq%Qd=y`wVRSApK&2js*l86{}w1xZttLhC7w!MQl+V(7cJ}m9|iAgsrpt zJ4xye$ttOvxShbAl$xq=CTZYc;o3ds(*8HCl+NLN@Q%OvhH6-jd|TZfre(wq^r+hD zv$)5MZ$qeQhhrkwAoMVrlm0%e*M!M8F*NFI!+z%6$Z*1>yAlf-w9+Fe*wau%RDth=1s4y z(6tZh80UuS2&@eu9T||#F{2xuV}vQQIKAV@I@Q*Ua$CC|`^$0`rxcnId} zNY%4vb*>;@oRDwNzD^NtI%YSKlw+jTQ+^>(qTvG8V;a=0!xbq;L3-<$!!Skn$SZ1c zo(N?#QTrT=z}{l-l}2Say#*Lr)SzSDvhbpxpLAqK>}_&1N7kmHI=KKuAQC~^t!+Mb zg0#+Jh@uiF&9?&cy2PYP1&t4$_ce#2K2w=C)Jx;5zV7IBub5yC8p@CB<977>ywh0iZlB=N@1|Lkk&xX{Mf1H+4ezmVJOsG7x0F6OaJ#a3K9O8yskOP;8vOtM_O?x0;^4@R=DT`Is@ za`8G`bx>6Jow&vEtdZP8^;bkM@P8otNOssblCFVr1o|OMLWJ|JAbg1W!V-e@xv?N) zc4xrZR`osQHTCZKHrd?AwgW!Huw%T=P^d%CVC{U_nx>=4ep#MiRr@pyZWlLlp+Br+ zJHB^_;j32c^lbj2-4=X6_W2h@+=%hQA_5um_nU!RT&+2gp~AjZg{zYMdMF?nEKiaL zIbC^K_^_svm=gCLYON0s5ua1;b%&Dbqy}Irvy8iZZC%VgQoLqb_{fKJrO5Pu^0KdU zD!q!^WUzmeCy2q4=8U9E+C2?uT+^=@8fr%ewcT>8m`maqtnk}>QX@Jgz zO@@d;3an-!=|VcZ!YWVR2tiluFY%E4Z6Oo%pP8YRlCM{3#3&|-ZBwUbNLS~w6y^$zG zUpTJ4nZNCiEz3l7VKeH)m>4Z$fP-g|k&Dc&M1&)RjfTT^ezt-RmIx5-N4MWTeYjs= znITxZ5%9x+4fW=VIY;?u$7^;{$>o~ zi7ML-whqrfe#FJd@~gvDTS1AA6&1&P4Vn2YBz~KEO8|tAAHvO0m(R1qDg_E2s9>wy zXQvhDrq!LP$tAAeYICf_m#UN*eXPx0lRWxSdZEpIVN_z-aQ$#Dp~LJ zs4TiFW<8t4D|9uLhYI&?yDn}>`WS-&>|_y56YTmNui1zm*H|1@7itSQUoS;9*RU55 zOIaZ+SOIfn4b^i2cEL@_VYH%8fyKYr0wg>cmE%AsFe#|W@PCNc^|iUHOsqGkJ9(nF{P@IJ;d z6R!9sQShlZpU8FTgd7N1BqlrOXR$zFzkW@bY9WI`!YOy;so?!6sg zX#!ujH;l}zc}7w+hhbu`wg^%X^y3@L4|{d2JnWg6QP{DPZA>5!Nx~on*q$3YY|*Bb z<>x3$&QxHvD`pdpejs;R#uz}PX)6R*S#nmjc5vS5;F)(bKY0~W2~f_h7ozXVCJYJ+MN-@Sq?x$l&jpHqUiWLUVJNogYu3~#qil#N2{+H z40%y!V=Po8XKGVNOp80DVL2s~&7G}3b;CaGPNbf|F<&j3dirp3)swA}{r3sPvgSie z_{WNlot$Gow30k(31moFY*G^g&y+)%?a6c_KUJX8he1mkEbX`PRpp)@89i z!t}w@`^kL{ugHbdq<9@#o%X-`}ABOFs}2Q5(QMgFsc7{~-$2{~SGK z*=Csy)Ate-7!@Ht=TrwEDbXU77eZEPYA}N6W2V#B8`aomXdxpwN)Kik66R%&v=~sa92Z z@w~$4?NECTMZ_gQ)ryD~=*!CaMSt29uRP%_@|~O%9i#M{5>FbVjzLlTl^FZ>gGALx z_bm^-gH*a=i~2-MscDURMl6vO25EM6kez~F(GJFSD>7}_kzff2611Vpc_@i$!n6u+ z)#3F`$STi^jiw2cZt-$wyTVgp+_xGEy1582YU)wPu0QVIiYdv3fvAHk3>}$bPaE_V zy7Q(4Q|w8a+SNS)<}t5)DQ3I-M80~V70--I1>FSJ(tRmSPV0O=ZSN>^@Z3&+$_&*}Vb`qi0N_DFkoE^BZ`F3|{m$idvZQxMq(YfMRj zGIUKfbrmjf@&w=UWf^~T*nzGgT@i~>^D?}5;1#9xH5bla7ubj&Rga-me{pP-OdC+a zF$d4wtLk+djnaeFuRN|s1fz$}Su*StV+=o*`R+E_&GMUBSry;H#Uy8 zXRuIj`h%d`ZD4YFz(OS;5U2D!o8huMQtfMxcc}^Mq8$tl@z=Hkr+>Ct030DSH$5j_ zi8>tHnjR59;U_%sO+=L%Y^&-(ndp6RyYC-1&5~XZg9P#A$uYYDzBX&|MU2MVkH zDv6HnhSOQ<6PXM23S~Y_eZFPqAEnSUC3;0F*$O~siN#TCG4>qUk7Snyo?Z(yfPa>tV zu}-Z0TjR!#4Ux?6W!Df=NluEd1;=^Os(!#R@q%if>oy)~H`06hK|?PZ^k ziOr;xonJcjo$QfvI@@X28W45pDX8wErOP6Zm8MBMxGqQ{1(T36*Acp=9&`GcJv0W#*F9k`NpXw_ca3LQR_fo^A`!lUi7yWVzn> z`{c6MR9IP(ccI){viEJTO4ge|&`sKG`5Ad$!;WHqpj+p#xgLwUcDJs24SJnQ_!Y3O zTp_q(x~6@*Z;*xCM6F`GSIS%Qs_f8=@NTd#@M~=%zy5|Bye2=al`q%E{W9{XzMDoFk?_JRi2exo6{pl#n2UBOT9YWv*%*rjJ@P7fBA7vcx!dS9jiZ?d&+6u$j?V^~xSyQwuR(JbkPCVn zmO!x+pAgPpP(1g9sC>+x4?bCb=4g!}pb{D6!xUqtdjSfi-c?%+5OUlPT;aFzpl1lCy_lKuH!yQx5IYFl>FVWoeaD?yk7KMugI1NxDY^Ir0$D-+2RGs zKJ#EqrL+`3ndThDR>8 zQS+yo86N~8hdb4(8TfUyi%&~-!%2q?HF&(}CQKH`G8XWM?E}pag_HS8IcR&!=r9~z z7KVm$S!3o{AvDA#%~ZjTb=GG(7swg@7|B7=Pcjy;=j1laBDlS;B5b#N*MxUDeT0_< z*L{;h0Y>N(h=N1hy!BvG~{Csk0=eKrYowGPp#pWxmd+>j}9j}GL{lYX6 z9@0}b?>rP2)^B4wG^G2V5A?1&KV5zRK6m8*d_cP&33yT^Ig&Aq6?mb7Hj2#}r}^mm zso_Z|Q7%4G@ufupM?2fLOW0;M(0mYYba)!6UDQiA^x!%5cS+D43zi7D^n2(FhItIg|eN zq9emtx$JK-ofTRk>*SxQ7P=7S&r{X=x|xXu*?L}J2+{7~G30UFtda_y0btah889nS zlCi)QB*+4bO2}o4YKQyeT2qyxwBXuwxgCh5NC9Oj{iRa^TItn97~@6H9^G0Aj}c1x z9W*8bnhF_;70I`yD=ckjVsm`5w8Ej2&97`J5s_KeJboW-o$zA&GX`AMU)S*=>DXp? z33mP7daeRP&l007?g-aziuzCkA)C$ zWCO=pWGd{Sp9CjjD-5bURVOu0q+)zMXx~VUnG7fYOu(7ygoUW>D*X+^t%J{ZdV=vi zUe~Y3JoYLFn_k0K8zNwh?8!&Tz=|aQb}XfpX){5 zJk*Lmtjvq$uRYyT6m#nV^wi@D_HH2}%OXMCUy;i(2=3qgg{mwcLC8&!3lWHY85W(n zp^M1P@bCuY2jZBGnhvexX{ij|?dLzwiB@Lj6DO~$_Bk#+KL#K)lHMSR5*?}SXm|4@ z%>S&+ZTi~w%T8`svzst@8`HV$3V!pw;NEs7i{ElG`fGEpK(Qe`Fqfr-OMz%{bEQiv zKIWl7F&iPdi^^+igbD~_>il@hFl|~KNQ`8;G?xH$7q%%;J7DqM_c#Ujuql0O6H!ZuB>miC zS^lKI%goCX?w5_#V=kg*Lyx>sHX_0nnBZ50ZRh2ArYq#uRh(Hf5e}uoV{|SE) zBS^s452jEzlWeq6M-eUI|NR;iE-?geNR4pHPcep7Q-VeTVawWM|A|>2+U4hZmKo zF|ziwcRSKoOm)tj{UwcH10zi1MiWZfi7UY0_+p)EpAyY(>Jx zwwdpIhEKO_D|+n8F0NWy32_{mO7CU&JKb=Q%1t&}dV;TfTZ<6#^QTtYtqYezBIEvs z3y>wohI^y*xA-Yk{FUD9MY|w;gDO!)4e{7&$}r9GWGmz4b+;-So5mxLy0%Sq!E^ZvCE%o|+N(^sl@eL=#twx~0G^O!s&Y`Q@p1@NpCM;%A=E{uTbG-|VJ72wV zJp0Evm5D-V{vx?_T?14(Bx=WX_Nt`cn@iV- z=n5ooeT2S=(S&|}5|rxVP^j`Nf3A3RnbbuIOK<(4Q&2RXT!G;e|73xk@ zt{OEKJ*NE(viePq1UultwLY0zuFr3!g-(O|DhV>l`eM6YH~$LLMap(b)KraJdHlT> zra6Bjtv#YjHNpSlyH`&t&fD3<;uDHFO6(mrY?j=d7G(vrXL-2LUX;(>2|Dc*0!L*P(1FeJ z*;-wYK;+F9eP$<{fx&XK2yPCS5z_+sUGMDa=evUK&x~z-FXwxXl%G^Z(yK+h5Db7e zB&wn)X5V2YX%x{Kp`6}8Yc&Yo4w{vIyr7F=Z2PU@4OVsaou<(Td!6`MZx(v$u9DuD zrfl4`$(_B3)niWwW-H+rvTq|Kk(kX(d9G1gKu$e4L4;I_u&)mri*0E-dBQ1o#;wLw@d*_oFbA~?5ICVRUWd)Cnu7f9);|YRyt;?EBzBjxqjk$bID$r{a zjmWAX4t@Z29F!GmL6>l*o@q80^Vacp;QkTJf=l`#38tKNvfm^mS8g=3bK<4vY`VXm z{QeN9IQB1Y`s)M^nCn{JAB>?dewW{(=2D>9juoS6Wp+M6XNoS?O2koMYC0p(APGu6*GN|(vh9Z{WgAfOl2;UcRofm-3R;&bZ`U3(sG3#tRNW%1o{@YS%eyw zRRxn|R|@eZu51zt_)qSY;9ND&WB~b3?#0#;ws^=zJVpI2elWJyu#h5p-GYx?H zujk0T#0o}C&WGG%=C$aM z8uDRxp4ZzXRfAGB_rQCvTqHdfi*Rz;{QuNmR0@Vj&Rw6)H|qTb?~UsgY>mG=6Qlt^OJxZD-Tuy2Q8cI4*Q+)f`z0?}T2G!9}#S&B#y( zC;u@;hdwZu)9l_~{|9~IL&*iU)+Y3!I`7>Vr zYDO+*`uzh5?CyRb0sMbR;D3}{A4EWno#bJpa>#DF@jQ_h(j%2o!;3$aSV19TO)o!0 z_|B{Gldr+osYLWJ!PF~ssh2w>Osb;UdkWO~?KK{tV*h-ZCWt2t0U3IgNh>`rqw(R-!&& zH|&)ntdu`DFS0zTYtL)ccfT}sA|cvt?WX=3K)w^Z5RL>Du zlB$T+bK`a7r>VGt%7Vb1(284;uH*8S8;E!Dyp375t3*5{ZB{iIRnscofR5X>7_m!H2EI)43DV+bP=c>GCG zB`&*;c-n*O={AYoi_qLY!qut_QE%44_t!iiNy%%6n^GYjxQn)(7vw5MMpe2Yzrq#R znF(sii9BzPQQWMqUwYh%eY9$#abz-nZ2nef!4HwG1_m@yHJwa8keX>BLNS=!8A@6V z5NRTc(n^X9HPWGL!lbxW`LSoPeuBE=jro8gID)Haw1q?wgl<$KoxB4h5PSyA zrL99`UUTW2tXrKyP{BmZ=cvg(=fE*X-S#`B=N{f`V<6N^$seN63M^-TCOf;S$Q|&7 z7*6YYVMwj8ndsds`I}-^sM+aW`DeVC$Tc-`J>QWev_YB`c(sw=XRjfl~) zzu{FFKzR5ha1LR4g;4xO^Z?6Yym9aCD@IKM|FRA_x~TDIt}l4=bMWpJ&BjDYLS;z; zrOJ+c2qu_MtuQnN)FV5tSu!2avSrrDtBz+fw=MJ1Td&yHj?y=e=8GRYBY%1kxk zfr+*^$8`QZc5~+#V%CJDVLL-btF>tr!M(}f#SGckMR-$rgQ&uq_EV7|k_@+uBe8Tx@QsEN*dO6}RX#!^_nMrWZ=Z;m9Ux>dw z?tkguzXx!$;Y>nhv(x;@catP=+=%SaJ)2$`2|EKkgt5}@7d-l$miwnZH9w&4Gh_2i>-$@e}Xlsqs^78k!N~*?&Hd6Z5 zs8;qoq5`_A`0jm6__Yoc&>R`a5 zJ^_FBQ>-^)RXN0GYrH{2MbzwCbJk8R%Fh}SB#I5O=qxl6gqH)AdD5i)cl%I@vV)k+)Yt~*wb?S2iOw$ghzw=%TWBG}QaOv-fM zmS1`j;H*PEg%6^Z0F(CT7^0B7*0I>GLBP+C^tpWM+DYNNAsRzkxBZfZi~S+;5ZtwU z1I3ZcXjjM(&8p+X?9-+8Sp@Y#{sW+iD_N#f&KFW=dP&{WP+w-p`q`gVB&PM2LRpe{ zCt&82$VB$wsp6{JGk=}>h(+SrMT_WE|8klgm*n>AdD0BGDwi|D&x%^lSQdTOR$zu9 zk?nPDk1L;?tED>Ku!zv9cquV+Q|i=UDk9` z1p2MQ%jZ*z{8j+vPyIt+mX;u19j5g%tXEMoWM}liB+8s0$hqvrgzA?V z9+vnZUxNF1S>A){kI;LmG^xfqB_JN0wSwF&B`sh=LCW=c@wm^$2WzgZPKHyYc;%}e z407GVx*e)sdaT^+E#W+xc{k&pKfr9EOiJl6RuL0(>9Do8u$dW>UmGi4j@&O;0Y#J) zDNY>IZ@KXfdXQw*eS*;eHl*G`5k650cATsSyN~g94DoopmhE@1So_;oz@ecj7FBxv z)jP;PYMlOmJwk91Z_#ms-ue#eOnL`lzoN~e?aZ7B(^e~@KAb#+b5x7*F^T)JeJ z=p3TA)1w?UTS+e59TyEwAbeDKG>wlAs4>U>mUHhQHKKPAFUI;iXeq<=4)z_i|NPvs zk;(lIN}56i#{(uce2TW{k<1(JpTr{2E%A8GOV7!*mH+BzKw+7xa6C#T5C$A(q%Rb_ zK+e)TpCibWNt6LLhu>3$Tnkph5`SwzDhvzgaS)af97FK!cR#;_o`1Y`Wxl)tt}iIt z2>?WEnqtx#ITM40?y7Um{|8gB#q!OHa^O4#Nmz&$E@@8`Exp` zY0UZS@m4?i{SXK^ZE^$B-!MzxLE%d+2bu7!JfgHZ>q45|vAnsCF7;Kye*Ih1RbZk# zGKQ+$fg-lXwi3WyLG6|LjO$&)ZPYu+%By;*{+D4{_s|y9S?L)~s$D~aL0fM7Qwd})5H15>t={H7^(xo22@{&*T zyK`5hc)&vjMD##FTu?Mp1_JSPoXSHFew3l3xAUc#RAfH_o9NYx3`AszUu|?XviRd{28upNNDYAd(iI~%3pO;~) zi->|42U(@wkl_r_Q|V79;0C#)R!2zQK@3U6q`sZYLE8kY_)R#iZ%B2(p%3*tD2B76 zN@K0!W8pp$Z#T>mcP(#om7WtCjomxgdEA~Wzk}+MJ4?CMok&(|b6MKhw_O}(Y{!n5 z+NWonPkpYy2$owJS+5b1X!oN7BKm^9Uw{TCGYcFZW>n0H$$Rk;pau;Z;Fqhj{J)$r zPAE>tJ07$Z>F#wrBE173gN8cYu6NLt*x;l#)EPS8gG_-4ZG&fu@6+v}6zSqftq)Ur ze`K+c1fdm*e@}+}LioZW?bfNrnv+DGEzIC_Zmql+O^Q{vTZmOOm~L_`CvL!xOiW9< zs)Pk@+&r0I?;t4$Xq0}==Vfs|T|>ENXJDeD54a))4EP=&9{|2L@rOre$i>n%hTrU8 zxLk+j;QZ3@nZswl7gVs8Qr%@xHMJRZV)n*n<2pFVGG_2$Kl48v#*VM)p02|&vG}tk zozirLF)A%bwkF`GvlF9{tkE|&5VXy|(Bt~P4Bs2`V?8|)T&HH<28z6czPy82-$8>Z ztqG^6e2^dS{SyIf(j+Q4zV>oE$6UE{2UM6Y!ZBO*vE&qYLH8w6y+3=js~y5eZMxm7 z!+fFI4It^7&x`eDkOireR8_UMtD4ABGPs(iGngzgX=Y(@mUYZyI%l$D%8J|uI6t}<;TgWv{p6D5evW#K_rmy;+PW}nR0C0R|s6_ zG=0ttWErgU)|tCS`w6usRqH|s2|B1()0u;7ws2A7Tw) zpxlZM1-^3m%wa*MUwPc#-yNntT3Bkn{hAp&G*H{QL?Icnx3wngAxNA8!6bmC{~qOs z@Xrko59nu>R_9i!idVb2ry9*s7y8u602Uf_#suI8;7+G8BlhZFq2{Yh;>z z7>H_ZRaQ-cLWUU_nT1+!SX;HOy!5H7Qkv$MQdL@hF^NON-rJFoqUQPI{k0FpQLZ0}mhw7zX^&*%0^3ej%N=A{8j%UmdTe;;UXU0yeuLo7I zz#65dx^T4lslBhfpLNrk!`BJ^R&R^5Fy1oKxf73g1~F70-53&(@1s_S3J(Gvr1X7f zXS;G^BRynJW96dIMx4bc4dfC4sQVB;}mImJYMN{&{xuHzc)M& zjN!ay>PLn>dvDz_yj}OP{s7kTB5#Nc0Ityzqd8IDu6cYeAw7K15TTPxVBq4?Z@%R> z-4Rx);nlf8`&BeaTz_Yf-WQ23jtSlV->+rH?;yU!chLPU(BF7+ZdiP@z~F_FKU8q| z^ixbUNmRYSTmh@XXLc+Bl)iJiV`?KlMBY@9-j4VJbqNFk79HVlRI@B@RyW#!#ZsS@ zv-p{jX&V;~u_fmZ!%oGFOuDgR$&cCD&3AKk;)Rjc@@pIkUDIcVN?sVF)^Y26kr*6( z4$XnT(--FZSmkiVa9!RMdaMD&V7p|K5r^ZNA`-8$^u2`Svna?1jAw?2?d}dRANmJF zg~^*1IH_Lj{wmTye>wWU<+-kaJ&w3^O9Ba|z>AKW;O-NG&1-}Y?lAzvXG#G6;M&WE zWUkRxko0Lqy?eA93wk%eIBkDuWP5i_(+nIh&*I6z2p)qERU5wz`!he^+QOSXss1Xjb1xG{ zRC}lfcP*F!) zYVHdx^ydYCE!g_I9d*J>kc!oS}RtBF7n_#^Pe>n&VdUoVy_NnBlsvHJ zCo1zQ{N=re_zdP_-*^Uc9l$#JtXg$RS`p+dWj*t-pn8qtV}nka1F^|g&sgi#)q)V8 zeqjkr&s%?EQ&Fu}QH&Pg7wBi=gO+7q{qie)@gXLaJ%h)!tJpP#n83)H(H9KI&#vnZ zZQR4iK2*Kpq;ylwu;oIUiX>P7M}z%rVZ^%gk8P`L_ji3Elyudc$0gC#mJ^qK7pCNK z$IS64F7XxkXI#Hp+(K}_s7W8eNKGsMgN-wQmAJ{POs*?<*$}qEY*d9!xV z%$E`-S`+5IZ%1oTA&TcFWAzCp5MM?R(!=eK_5=JfW!0VBmZ|Qj?7j#HbYg;EfP9of zmzauvSP4c8fC?BqqWXU)YvbD%TSU`_Bfw{G)FNwwW7lV#N&V?T%)UYt$2G*l?00np z6e47oWg-t*X)U|IQ5uk9bNwJycQImvB6|F~Y#%EDURfc6Vh)`JSp`nAO}Vo3mX}#n zU@G#l(QNnZKd(FPO;nVj>pM9%YgNi@dZv|>i3z&v+a+P#NfP;5D?@OSZ0xT`e%764 zsc)@fTGlySV5kj;i0P~;S31>iWY}Q>qQwm0@F^y55YXIw&PAJ2=eelsqb9`vLMDeE z^}%y7XcsP~?s!RD3@>eO(ysfrvTqe$ESff2dLFy`B_h$pN>n0?6JoLL_UyoJyI@Ke zUE74Xc&5HlT%7hbMs8W2ep~u<*-g?|D?U4ThJ-@%Qo~H;w^9inr`WS$Ep;*l6g5x9 z`0ntARy;lW*SuI?JPizFKu*7KdT%wI^7fbP>HHnSk>U!*Cmfi#20~ssC1|ivg9gW3 z!;1d~f>l`mts1&UHN7p>!A5X;yOSd!c;Os2Z-<_(9irDhV=0>7$c8a3pe=!gHBRPS zz2VEWIJlw4D%DRgfreodUGY!`GEXh(A72{YK^-M;EC;vL5?bH11mg&nV zM$xDQ4kS_yKHlH;)HF6#U6hEx#tK)jP{%{~ibrAH9IVGwu*UW9BDK!TWrlfviD`{9 zWm~7iEBzsfV^9A(J9Njxw9H$7YvSRh>K#<>@DAcQ#%|ArNtTSnXNg?`UaebrJ<)t4 zG_L-v-5vfVVE#xJ2uuqr60fv%Sj0zXq!}XovG@;U#gF?j2m`tTG%nbKa0F)0ZqgE; zjjZd}mX2=O8Bow*dF9gw>MHI1<@o3jN*=D?kUw_A0n3~TroKDWq~Xv_!x8sLtV;0- zrB~{qR(phg%oiD3^V}n#MpM|Ddm%`wF^t)k*p4Iv)X68Wo$NL2TvBZQ_uf`cCeowH zh;rJ|#d655LR94EGlZ)T^i8$ca_F;DdJ&nQ7=w znuBxPl=GW7umFe1ki|z`VO2b8?D%wYfq3`D^KJf_?`|i{U0@jS&Ovr3F~VQvnjwqZ zu515Oe|0=fo?MKCeS}+syo&Gw@uqxKVOI8h@DAFL`$)<;w6Sg8_CMxyjGicVy+N+x zv@Wz@Zzkku#=};*cPTemck$|If}FQxp}LJJUL$I;eDN;>RxQ4_8&RXG;qM?*?RU^b>H7W2J1Ee5 z)%+cV-(2zhu~k1YmSoP~xZk=s)we!F3={LZ##bYEv;vQIYY%*Zrg9ukrYgCCkEx!I zB+AnHDuLfEJjv>>tsZ)wdC%Xx3qIDT=?lf%M9VuU)4b#S?>h+k$@RxYVsmP(KOb7N zFropYDLiwflfMwe9&l zR$|s#4&2_5+MQm^+4C-Jm}@Mxv}ij$FL7IT*0WVTM3T?fKGLz=1{q8-EH}LrEHc^g zzOB`*(Es#8!_S869--tvC+?p1PeCqHf)W*R@?1hBFG#XDoydjGcufa5-@;NE1uyI8;&u1B}kvjEz!st|oB%3eR< z#hhcMma*Alzs4}29zf)uh6l$_$5n;e#L;%u43ln->s=V+?yNv;3hCJrn%z#1q*UIr zaI$#jtj}*hpQ%zDF`My889mFKEWX;oG0H^zcNBPek4N!|gWYrK~e0k+%~&@aT9{fW;T%FVwN>l#$oHnm-v zR$2te?Qz_8{02`eTG{Q(drY0^$fiilR7Y#%XzLkw{6z(bIR-hl+KN+lVy#79-$56! z<~vo^PNdavv6jG^ao-NK205=LFO5ZBc0dc9Mho!R2Q1{X$-ypiC&n!6Opx8{ zGmqFz{lpx;#XN%l$eL2`l`mwA_O&w~Bj33^s@S9M-6QKFGCP!rE$H*LdbbBBVhNwxG3}O zEzfuzFBeg74``Vs8mpx?%>s3G9cH*9q`e}!kPZ%A;^g7?6(Xi+T!60quR9UmchJI` zS7$r;^b!`-?4IiC6&w)k)^&XCv7Kp?p!ws1H4j^RY^*)YCf}8@IJ3gS^8@+2Vshh$dBtUG+Hu#i%r%`dK-S zbWN2P)kiek0%QZ#jt{^x`eOA7Bo z%Ci!D`7F5Oy_PM&@j`jL9f6ia?WVaX{5Z}W)pD)@*mOMJKYZ{(=C@wm>+642v6p31 zEeSX&AVZ)vn_pGca$WunR^6*!zQ>xF1UA|u%3c%Y9aI$eI`dK_#T}osQ1b$8z;jZC z$L+uHZKP$;yn~`f2%h%ouOq8UO#3n~9}V9@TDx!d3rM*K&2#?mpn```8JVS%@#WKR z5yG0#!AcZ^V3o@uw96b7arqa-M;2aIMMYh>G;d54p(KiWdHvHvm?YvWXUc?zJW%`g zZ>J7#NiL+|B*3{uQ={mJXqiuCv%`pA@I!w0z}Nkg!}P5GbdlPk7xCM6)?rtFj3mOOx0fNimZXF;%aF?LLg9mpAIyk{)@WI_3^38LFTbjI_K=O_byfsg`_VciN~B%wEm;KR)?ue&6H2G8LKAq=DPK2L3uF?b#fHK zw~>gp*zGJKSnq*(-WQ^Nn(wy+YsyYe1wRr+=NPz`5KMI7+^BerXiAG%Usy)N#y=3T z-9uOry`2F#HoN58s4n`i!m2F-(prR2GR&`-0kA}&OU?Y!2IiEtyevC6me=ELdpxWg zH5C5+K2$i8cImSm<44ASJfoXVNrDc1%JG&9%T^65LPVGhMWnIMgVtcK%~wY3U_po+=8B+c&D`%R)sBoX2Jr zl{DekX?(igDCQZ?ylJsdiREvV6(@qwTq2)JXQb zadcv)SK2of>Gzq7GV7Eu)D|af;ov8BbL`Y?sRnm?z7J6>>7$Ax=8OnKq)43#9heN= zo0M<;-{J?-ZkBvK%Hjo^rL@zz#~-ckqJA|T#4v_$chVVuVoMg|kz ztXRA|n0p{Aic+4NrGs{jPnAS;I-QjNvg(FoCjt($SDzx<6(`Th$cb<(2#yr2!PqnGtCD zY)E1$us%I6jEfpwMhCwd6iAHrQ1o4bnCWNC%>R|2D2DcW`O^W+6cH+lV=ZF8wSw++ zz_)Rn^^Yj60W3!GBJq&dg!MjC|woz01Bq8OThpA%+HLTh5aSVt;_e79PxJN`4OTxzp9XUw3^VOPsUm6 z{N-n!ej)o3)zxtXdLA1!y8njhzgs=BhiTm)Ykf}9=e7*(aR+dl z6K>jT?!JM;-{`waWHq`31trac+>8;299zAXNP0%g=~L}L0go0?#MjxipE= zJ~b$RXn$1UAC*9JDdNpwac@`Fm`cScN*ng!8|J||!cD6}g`21COL3eFZudDu3igDx z_y(pLiYuYc`h`d%jO%#sDBVF_5}tqSPm2qT@*%EfsGnq0bfJT2)1qY$k||A#mDQ*} zutR5R*jqX50BXKoj>4~E1a?>dKnE88K<@uQY+r;W^#6fqQl+oQP2dKJIulXSunWjb z%g7U~iu!?uuwnaeee)Eo-cm|dl`@9D2CeE9DGlpsj<1Wp<{f^KdQ4^|y+S=dTdIgr zmIX|NCdExi%)jd_`Li7+5`}(V+(?$4%2|%(j!4Z{VAu785r)E}Hm&Wiun}O`H}_ix z0B=0YzX@_7x-K6Mei!Oxnv=_WHF!0qJuO999EvhS?ijO?sq7;AgeVNV%^5{-tBOeyHJnW2``XOPp3v;BfGJf)lJ}w+5?0G*NjZThl+Y z9CVsX0QS?vH*(J2F+ZG&rFxl*e!VIj(gCasXJ|6A%%CMvInB2QMU{&RU(x2)HL4NP zZMsb>oFTXde93%b1vh9-2rNO)O)PTVCMmS}Cf{cBk!`S&`W9zD^~(o>?=FxxBKr}) z2jQ=lz&ldBuc_l~Y`A-8w9Dr4lWQCOPYY9g;9bn<2aqCzqq@Q2UjDE5H@WAB@VcYL z=^vBhkRfZw-`|%gc z7}=p{Yc7|Gzc1R@^@a1-HJ<7z{G*ohbko(H6Es0P$OEN2avOh09QgneDJPknqYPR9~mlQ@NK|T7bdaCsAHFm#3_nJt5)mF6g>7JgS{V;Bj!$ z^r8MLbK7*g(%Hm7W2=0rZQyBOPevqsxYE(qN)I>SAtc_TH>bS zQJuiXfZ{o0-tg=>M5Vj^7udgJ>kJ1uD~H#xlja;X1vbW796N9ZeXS%>X{ekr^Ryhz zabBf9EmCo;)hot2n`d6QkZRm4rJ_&y57hQKR+vZ^mtyL}3xIZpgKM21Xqnc)g~WrQ zt6VcJH(6KLRG)Urg~SZ#hf$}};Ip|KZtJWCw8wG}(AZ~cg_5u7yI|~&PbDf&c2i-p z2Rr*5&ggiBfGy7z+d1J$G;!izzUi;XuegI5e_F(wk@ZP+E<$@LZ>hBS_Y}9C%dh~g<_xuDMniq&Cg2T zu{l9|No>`ZJU623EW9=)iBY0Yjxs|J=Xdk^gU(Yc-iT{Qlg3b0GtN!U;U!=KyN3to z6-6=@YflcYy15cd#0!;Py|9!k+}lPN`&EYg()v%_CJ|G{pjegY zglaR7=}bLAzmdI7Z69-V6y0~ZJdmqm>a1!8aoboi6@z-GZtfndO=Q~FKI#`mD7^Iq zJOAq7ZE4$z5qZMJGCVIo#2WpRX1~k%)vZY?8xY$~_OY0)0F$_9p8)v&;%8TE2N|wk zk2|`2cUh{Xg;j3$hpsCt#Z{Z8z&cBF(rhSJrfm`1=`~xqnl{rF@|iY`hXS_<$~1hN zvJ6=@5;aHsL3MzCWx9S%q)A0X-7RzJFy#|BZf0sLVj_|Ir$=Y4q#~BOz zI#=M>IesHP&x8e$w*jH|so5c}BRcZ<>Azyrr%q&hEtqxk9{1+6nj)v8$I83a^|JA% zM4N7NE1Mu*JPJD)^3%vy#jP5UoR4s{`wDT-zF>ge&Ba+aQZG&vzMoc$7a5Y&Uy#*u zuP6v6LSzNenW8(t$@97aR_Js!-qK}A>gy8}P@<}3c!NuLiuxXv1cQe5Xt!CiOTTm*4k0p6-3F%I;i0r=afHxzP_E6xRTX( zObr%-iZY9(pjTFd7?W<(IAW$ji*ql4nd;4v zjL97xWy?zRF}q(1C@r#p96RzIO_O<9IWApd>w_GsNjSe?NX#9$@p`-u*13FSMz(W$ zRqm^;hQ?}zsQ=g?m)~#~$%#_6hpd`C-E) zsl3fkn0$)k0^gq&bxq}C3WwxSVxN8)H#>$9HEd96UJSs1p{@XX4cl)Tg=ypt3G{pf zv0En&s7{$#Sgw3x9&^1tok=Ydqf^Q?bNh|8OBJ2=)}FkVsn<899=LbsEpYT4{1l_E zVMlWggJTy)(0lT^P|}U{(q4=AiTMf`yC}Q8ac<3>XaLS{wB}g5nEd^g z((;{z{>6PpaSLrs0h6I}lNKxTwvx^|HJ`%W_H@tG%?QD+t^Cbeb^h}^@7A*D-^0Su zl|WkgGfq>lm>gUNf0)J%zA?0w8pCd0F7bunp#WdCdbT5@*PlwFO><(pym{7mZg<*y zAgZ&(HpNLA=YBpPViWk@(=!XOcodmns?4#!bzM>qd9^JJ*-=13e6m z-v(=6-ITuN9k$-N_e~XaGM-FJIG{EFJOact%R)&tKsQ8x>`ay(IxCJ*P9y8n9nnJ> z!hpHKUdIpLF8PK>odW}vv68xxkV+=&F=N;+Y>Vfd8kmw;EEiR{-r*pYeMRk!M!1EF z9x#EM z73wlIf+ULV>Rojov9PnAT&YcxF&k4`!wey0XN3UC^bMWvUyH|_YxNhxN=L=NTy=RB zkw_{il_UP$7aM9)J5xU`EV3>{2I4aCRh740NjM6psin_IC$ZeYl>|Bd++jw>uG6a~6eI_<>d~cU}0{eX)eKno+xzL zl5TTVwm0*hzVCVie4g{%%b+LzdBiVDG;h{TO#_LN?5#H&8h(@b#^!Pkj~DMBuiF%O z`~KDjZwZS$uAp^Mz5btK#MIHd?nRmdILzuA7u%?A_bA+-Pt!>f9D)Pxr<9(FLkS_# zM4F;YZ^?$}+j6yu0mydTvs>CdL~k~QJBa+#-6D+NupzM^TT51Un}K-^e(nr83R6vl zTk3>L&L13CclT!bOb>pe&kL{e8s1BPIh+22dLbl)o34+Z67=>{beE*!Qra6)Bmv-4 zv~eb-?eK?vDwQ;H)%nnuUiP=u+X9~RCJS8V`hx_6J&50shh&>X#r23e(5W(@2b#77 z5aK+H&jLQdhewa`yq_@@5>l`N_e`BZD_I%$iB3zm1DFn0>PQ?>&1~z+m%$6jp1Z#u zBK4*13^YuV&yOvU6*V!9*4B2frW?%XT3i$_O*e|D$RHM>7 zP|n_j{`Ulm$&;g z`eu`jSx%rG4K3Rw)M9sO)_}d>*g#T=tP_Sr48w=Jo-h{D+@uR(^#e8^3A1ySA$_{v zQzwBpTaij$TvM{n(^%`le0=EpS<#mzJ)c<;S9QFm$(m5QXCjdC7AGEr;hTMDj1rtZ z14MkwG5Jw^AE*XwG5X#INW-8di~;P>e;})u)9Xu#F3ZSM?!zrdfII4iRT64Y75-%& zGx&?X-tQq=i-3aY6bIj9sjx&Ra{mtzNL4?IhC`R&r=#Dkl9qn9-rDk<&=5N}q`?g& zUpg=dEGqTxHB==7Z^bY)*U!)|UZOspGGc}#L1t#hWP7Et^UtzxI*Ppu^v>nNa@{$( z82(x{v?a2JfZu4F1NVB=@Q%Vfd!JcAN$p3~dzKfgH66GSOp8E=?meZZzvf*Cb18F{ zKpVang#+6debv#gKjuPHuKR!gf$*-&$>ZVz8TD*$g@t_ugALw)8=~`~{UyTq1xQD9 zcFEFa3E#+`y>e@a>vO6%#v72aCAe%O6ZtGk_Eh@KpFeR`9Rv{n5Nlqf37EB11EZt@i2rhf;mT=X{Sy*-n0e;%$W zQUJ3`Z?P}29-!Zt5>KQWlKPTDOBu_9Ml|6awSkrKI?Z{1^W|V^neE-wT3^us;)T?> z%U8wIsrHQYBNWo%vpO~1R;Ti#N2*-yfv$iNWzO8x4jd~OM4G^%pegZCWg4ux>E0Ak zl&YS+7#aP=Z9w63Zs-SpvvUEdiKA?B7mSboLws9}%K*Zz2b$7rZlBwl8;XJ1Msw5?B{__k}wwp()n>6uU>9v5afQyo?! zpY0=K;Mo{=3@$opKdl)X`F!lA{BTcx>0P(!ZjZ#3QarMYVu{X}jk9dckL9`mF$!6* zsuk#p1ak2NBdEoVx%z*+LL23S%m?xqnB`tOO+Oa5orZQ{I6T>ISkGSjRca}=#9Bv< zgq^UyrVph(vG9|t|nYmDt7si8|PRIJ!gqp1!O)ycSP#*6Wo$`ToLKl^-a|^rG)vhHOh$nRY&Cu z!2NeSnOF7Vom1vKJaK(i%{GJye_y)n^~?ZwW+WZx@GdLPNA|yu9>-bc>3Ql9mADpw z2Uzt^R>5{RuBf7>bQ1@^SN?B?#8p}#CjN0Qx$n<){{Xnqq5Ls>>uMv((CWp6dgymA z6r=c2Mk8XT36%hm3eiALd`usUyFD?DB(D$RwCp6WGqo?J23f zi#k`(j9_e-6lj@+>4&Gbh+~|fQG3cOzz>Z7(%NvxQsfv-#fi>M)en<8cx5Fg(TQq2h#|M~ipM4M zt}iB`CQsZ?gAX~e#GrrSX zcPZz5;`?CKl!A^vL!`2}R$#O(_)?f9USxt1r%-298bx4;MeiS|M#3>+M8I@8^HGby zKZN5^#=ms<>DThFT`Gb38(>mroFcXHJY>Yhl4vxc*9V;ry3LclSK=Bb`4%QAruA@Q z@>Kp0gaACncb3GxSpNeBabJi=bkh2N472|Q|Me@cM^W)~=T}to06(IF+R8!xllggL zTID|R(p*|mQRUSjFL})+0|&y=2rE*^{4)6w!yQ_|nEj5DIZQ4d%SYO=fx|D0I(^(X zKA_yK_aCTEJ&YMF{jnvpU)yLHu=j?axXS!i{HPe#iFPHown*C8(ct4@}~N;y&La-PunzK*8@+ z?Nu`-tscet`P9zp&B8p1{y4k3b}j?f3pyULKT5kR?9#ZJ%97F>Ka|_=bk25Tx!lU^ zNhTW_Jscx$&N%&=Eza2PrKsBV3iYhR0mLay+*D zt}fB36~}#4QIHnL!X)l-+phs<6$|&F^$yv9x!$)Wrw27$3|=A;thP|*YUKb8TzMPV zzObWiPA(?=;;E#7v=KB{YE*GBqhHWeM{?=HIkeQR;Vh?!xzq#Th+#<4o4<`upE#%f zhHJ2Qm~|GI>1R4$>0KAcQ{3xp&Il8I%reipo}8Dc^fJ#E-qsb8fCB?GaGuolIQK4- z^}!lZJExOWWr-@lH)e&b3ve`Q)iUsZ?+JgU4fSK&P{vanti(nC2ZF#m*UxTI_d|M} z%=1-Mg$o`PUykAMnl`%T%3B^@x?R zg67-&19^Y?2@-4`9L`O5>GzaAOQQL`Cdc4Cr9|u=eV^grFdn)fG%Eiw9%)=&5i|Ny z1L)DS2xE1FeUJXAh-F{$#s@L$>&UhPR^K|9;j5U%JRl|BCi)Mw=pP|P^CW&Y-m0*XPmEU4U{c#B#<#61YK-L$PBE@n#Qirbtavm{rOCG_EJ>f?bK@kgdSb9 z$2AydlP`%-+X@q-#7@Vf(<1f6qM{KcI8_+08Lx77JuxdWFmBHoDw?UT${?il>06;8 zxaFqfl!2)sz`Y><;#PAb;0uS>jO4>1MK3(1i;f#4U zM{dezguTOmf49!Kk*qv#1s1|-Nz%SHcL*Dk6f8>(l)Pxq7RGh|Kq}9NWesPQEA{6? z@G!tt$yZpc&ZUK}gS>0|yb9lq*!Idzs=i2PCtdrR47-gmC!Edq{AQZnXqx84c*op) zpI)DcB6AT7C|QF{y{f#l&UL>va5C?HYMG-R=#HiKE4L2P4l%br#q;kgh5KiQdK%nR zJW!|K+M4;4wzk`FI%r5#w)AWvzWuY3sI-n~KUUa2TYu z6Jdimx}|d9D2g%?ut%D-cL_BK)i$(}#_vfXoTq&UxH3liIbGZuwLKzH-VpOJB!rNj zX)BRAz;YT&%lF_sAk{1}oSMy##Y6733b;#?418M_N5dQ6SD=!(dF69nfpq7uzbK^j zEqw?mqOw_|FSx#XFC~e`AF0vtU%GJp0+FQ z+QHif3uW~X`4N(ANl-@S;i2|cGGO*QyXS_;g+;F)x83akLTXeTZ4B;DJ)_XjmxvD6wR7i&r^1?1i@?r zus-4kojhko;u}{8Wwo=EHX{R~qUK1VIPb)-0crEFd;NBkFFJhYiGLUVe72*=wmOe~yb^Ekrdcrpvvdho)q1zfQtt`Krw!i^ zW|$VMj>V&nlQ@q1ZZ%P2RrunxR#W>c`WLaL&kYC;Vxf~A$G^H66PkZJzuv5y){iUZ zV}=DbCq)VVy^^rTNOOnt22nn#-)cpuy8zCLXH=EE%J zcBV({|LPmAB)*CrkoUlNE5h`3i!zq)73lU)9!>buyDq&eIk3sxpTp7FMq)}G_#vlm& zfA9kU#~&^|@9H+bwJU1{2xs;E>d!iA!E8H4hNuVrj4dGA)4Id&)q+{LJaN~>u8MRu z3YMxkTIe%&a58V^DXm3cfqZq@;k^({j-{ymG_j8Uh8}%r{bYCLNtVc}e`N?0;_Jsn zx+b0@w>7&LiAez|Zf-J)347BBBkW=)sgdp-vC zy|3_61X)8S@HkT#N>0(g;8I81e_^vFUhHN2WLA+9=Iu3hHr_1o=t(lEYQHNC733DX zkOwvE-3DBb#Jhgt`V@U4;#ql)cmwHiDjjGw$-Y@U#xLrMmSrADMv-3&izn?#W>N%9 z|AAJjy!6fmgvlGSXTw^G4HeQ;Hq+F6-gg>(SJW)HHBF`!+8Njq8IGLkoVhaOR6AfT zo{kGI=9n_5jKZ@p{b6Y#o4TWNI~v|BGW@ArX{CSVo?O0&v7)e|eL^8vK7(h1@ZF*` zL%ibdLIPZclKWYgB&te4@~!*}}s{nrWV6r60uDqFci%~Eu6=1j5E|D7rrtwmQ=XB=41U4e!4 z%$j8iAjI`I(<;J23~hLk%^KgB4Mo{=eD?o$MglOo_(HyOGqj(-Zz8Xlma%nnOx-Wr zV-^?pAC=K7gtlrrBgAjZ6NMp+Ie(CtP5kf(7*GveOtpC~|7n_IY}U^QF!Z5?i;db& zBjr+6zaDLvPOJ?hUfuWpm7?Y!hZxs|HPu<5 zMW3gRJp2s9?2mOQ_ITdLfF+92V!hC$o_`@GFG+L~PdgT!o#fse?iWS}+ zjkQr||M-n2f;3I-S78(od$BQ)1W+9v6AD6-s?#?}P~S1@=%k~loHAf2GW=wTU4zgN zwF{pe*z0+W%r~X(>%$Z`e9$%CG9IH*W}H9E!dSjlHAJPDZWS^jLv(b5b(0JvL*eoQHkvm#_>D*Wo)K31h}^8_<0wg9A-E_>Tm4V7XBT zWI!El%=0K?HI=~~dg*Ppc<~l{{6!WIcO%v}g5j=z1EFPm?&@A!%T)R-T4brO4#(?? zvCh0@=(;QwlZeGbUU{n@ptK@m7aMw-oK$u3UAo!3Z@|12!Fxcs;e zxxc=^CDk*XJJQu=!0u7tm9JFXMhCHYQOER&Ba3(TJ$dr9Jf^FR=C&IDABO1j=y|!% zGUktR{`_!n!tt#oj%edKY{|d;go$b-iAoZw>hNyAd?|Kk9=IfiTcf3|z3GRRMt#j? zLA^;bua^X(>nk;72N5)oZkoZ^#)#j({GLUtz9CyDWmDX!6L%tIG{VqU!Z57FL^G*x zNj*Y>Elnsbijlms?m5AK5;y@JZ>M;%fShpBPP&PV}eP7H1#;tS(( zjrHfL7B+O_X2>c;VdGf#k>r>d=ho}2vfe8-P%V3_hu+eeHj0uUpS#uhtvhnooK9}h z2=-ROfty{1YHQ!PRgw`F(T{LsMBbz}tN;K)h1x$5Qam_0xJuU*Ny)r0ugMlo^GZ)YX zX`pTsjTzkGj89##r=MQSdC$FG;-+Nac#8u63iV5i;M89 zhup`Fr)@Sx*Q=vKijC~aqx616C-jv&Op`no#UhYGM(*bmP3|5yVjK8XJ>2ItQ5@=Q z-Kfg+cweMYk7%lKCGF>X|5j>dB-1WkS*LtXvli>gtK8?(Mpj`_r>6D z?%Kt_XJ&VNc$}D(ZsRM^l6%Do^K?W!S$4>XMkiqEp(<6&HjM*4yx!9-YW1mBViJPJ5^gvioe&HF@@N2AKVLG=hlG{>Qxqjg{L%pFuTSda+jV)nAX9*DgI6dD(&5pRkUOTVuRzjBC zhFD4QTyX0rOT+#3r@2IsW_5HR*{iX#x?{8U{^tZ?y03IKUCj)+F7R?x|E%&y-fI7O zeaX!y=vPfOsTXNRN>mk{$l+j$ zY&|r9REIiNmt`2W$z0J$>chD&$LrM(IAd_SLyPoXE1=WYaHf0$Y|-fVmYhRQO@JL= zliuuiFwIBzc_DQ(x>(#5af=JmoZdVpUk@!Pkzqf1RjJ4G&!!CKa&v2IHVUPB=w18c z?DG4V?U0L~M$~G~zML#Qxnwqh{N#lXQu*^^xXDTEh5}4d_gX`u6Jz%}!f}GO;L}sE zgp6=FR}CZozK$@yVnxC!c!Hr01^A-P!`oy_c`}GLT#81%T&DvKz}3u}`E@C?7SO;( z<)lgM`hH0|CQ;;L)Cf}#T6}i-Jf)fI(=plg1j*5916hM2H%{7SdS0ZGrHxg``##eW zJt#t2qH~2h(oE3MVrBM@LzO@m*8bciYVaGYFr&nypqt#x?3$kwUkZMaRs%AI07xni z%+zCx_Q_VF-}NVP3N*3h+Un(VvbOW*gUBv-D3ze_si?Gkgm`&S z_YS{G_UGQ4GBK%ev!4c;V6i!IWmjl>^8krdbNLLyMpwO8Pv$9=deK4SLr!*yq5gnr zN&`9-s__gLM!5$I@KuYVn8}i{1cfd$x9WsM+z|2KqVk?+l*zLXKxcEsM#oL5z!*B}XZftDfKO>@aI&Ag zD}BYv!OM8VDuHSzzzXleyuSU$v2kHozeg_82Z?5wUXu~A%{-k3Z}jfAj@Hb&o5?$% zCt$}m$)r2)U|vK1f+YOk@bOlRq6uuUvY_YAV6H$!>Ak{)6kJ zl0d}#c_CnNZTM-pMZ<>?K=0NP?pIp!Y`wtn(IIDF?&welFsMmA(ljGZ+o>4Fyl!gA zZ@zr#32J&)Q27eb{oO3HU&U-Y7s~W6ExpsBsYlkBn;K~llF}=Sa=2`f#q)hL@!>(o z*mFm+wm8aj@GoP9+TZm=7cvbs!}C8Aj2@M({Z{GU?o+DlE|v&%yrig-){T#J5z)?t zz9#Zp$C{ z?lt$G!*!-7GvT?<#2M`6bL6bY&&7I{YzW;2o<;iq^p>Y`TRgI_5?ZRd82!vZfUIA_*ucg1K&%z-nal^(`p6-nRO;yzC)t zTSO><4ne^v+vi-Bn*H^s^B<=!euieQ#Y5dJ?Qf$*!Fsd;8nB2(CC8!^X4A!)(#A}o?V6QrO5 zz`oKu_)s%VHAG|Dvh6$9so1#QEh+5Vu!01ttuB>!UwPbtN8-o8TG0>;HsLRgdICdLOaaoYdgTAItld?Ix;l)wb4%qVn_Z zCjyiuE`}KYTK+^Kwln!v>BR|68zczar^JpM<$#*2=I`hJ%2|ibX^vx;H!<40)Ot1R z2(k8qPnhc+K#vzmT~q*rR^trE%LE5!seIYl4+iTk!ftJ74zzBmGy5)~c_BW6GUi4( zi=)Qpml|Q1N=)yJg>{kl)tcFbj$cSV#P+fxL1|-O=tz5LS=i;P-?rMT!|A=>z+$L@ zo}~;U4DKQFJb{ECRHTJ>C^XZxPNs`qeSmtf89*W%@V1<3_P`GBwAbJjj*?c>DH>G^ z5?ZB@ezqI7rIg;9ZwyVgkq+aI_8#9GxW&Nui74Uq(qPt}O zoT&_Q`7J!g zEM=7CV#3571=vPpNOKw95R}3Rv6BujmayEm6ZRYdHY>e|xfI3za(}h?>Eh=Gaq~B( zzuqOAvvPV~-+M{L)u#3H8T$yg7T2^hVE+Yd9*O=~x$32{p=16AFZm#Y8OcvL{nfhc zBFC9c}hbgiwt8dtsa z8TTD(0;H6^%=Iy@dapX65U$A`Xpb&=VoF#_yYDsFuh{UUPXCy?(o}`Yuh>a4JuN9N(=T54mM6UC4V`J2Y|;6H@T!JUSz zH2gw7f*Tp3yT=UW5K6#nE={4zzLQBqtJ1Lq*n=I71CBSe zZ$Q7u(X2|uFHllmz@_E&UF3#)FF2XqVybm^25{50LzPD2s_9{5In4V=8S$drlG~;B zo`K7oxam1wYg-qGnv++wziZyM{1NGK$u77c8j)p9@wF>y{N@xuS#jlg1lFP~9fB+l zJ#gX{NeFKMl5RbLG_9(_JvzVDrh3`-kE@qI#E!7iJ`T4gjuw0)&b7Y@TF5S6S&{uwBl!xdP6amTpG%%SaGy}%+ta4K*86i| z$lkZ(P4w$W@2}KGsX7@xWLMx}u`H~c%A&;P^5-u==08wV*E(Ju^4eL^e{{oX=i%RW z=Ov7P9-!y%FMZSbsDiz{y;aKDMjZ1sl8Hi@>c=HI3PveW-x6HNcG_TD)OGgapfcqX zZ)BIZs+fTmeed{{$RPzGPy@ldjRAW{r<3V!LO`Wfd9%UFc}T#s)gC(&4aM`CGe>5B zVK)pAj*t?nAK7k-Tp}bxiK)uKXl4(IDWQ$ICnFU(9K#>6CLPA87koJ@ii|EI6LXy& ze8AN`D|+Oo5!%f&<(}u(pgg~6C;lk1$g>#@{aKrN4Ohaw$N|K+^E!Z2@Ky#MlZyOh3 zajuD|i^b_a`fHaqxIHIblnUGOIT4P!T>YQ5pZnS5^2EgD*wvf)Vc>-#N*a6MxE?az zCW2pTRKq~V6ss#L@r}_XffEws*gn#1cJ|!0SjeO)Kkpbp>YiW$jm5c=4GKmCauh|X zaaztvAT+;6ZamL*p%_-ueAB86G-x5ALuAmwbi=oGIb1ye=sRVcsy+S9 zj&Pq$AdLEj$aD7%|DF%+BXW`g&KjRwoXel(w?l_qaC>=wR1Kq_hOr?3pVclCf>RNk&gmBd~oTB%zOLCdmK3iehK7C}KIIJ99 zAe|cb+OihUr!5$Z0R497H}JZvD*SyQ(X$83^wFt6OUz1ISY<^u&8<2k-N#XX56gye ze&|vguJ}u?AlwV&ALv*c7~6AIFBq6hog-W{IKjbKe*Y(xmRFkD6;egrG)GU)3MIBQ`}=;EalX7~?eGA+U#PPo=x?mg`1C-j5Fp#4+pAAS9( zVvU!rVT$+U%$6x!)OQ26|dWb1BppeWg&$w?1R&0|Zk zEL{T^t#5j1<16!7z&(5HviW5hHI|l{y_@4)osC9CW`SIW=+o$#;WyYl=`0sxBt(Bi*nklKYEsWao>m?8p_Bpt<<8C$)TX`QEb!Zj{j_!<`U3P zgzxn?jmP-RqIB9Z1M<_soFa@MTuG6g;&aqY`*PzI4q(oyf+f96AdcMpl}NWb@Z|j> zE=F`c!qIq(7$CH|qD@P$Sab;*Tz_>3LOGn5n$5} z9B}pCiYxJjo`1q$u@$4#ly732!%eq-}D#gc< z5J@cikK|bdeAwF9zKT0j+i}NrMkf{~Op}P6M*fBO0oeEkmD1JC6w?pz0wFo1cT+IR zE2Kip-WtD`W@J9$B~rR%^@M=alN!73-Q;_Tet4(9lmEi}sGVp(%k|aOA5M31 zZy22Vx*Kl0Avg2B1g&J~*)Ou1ImGED88?hYJU=?{SDan`K14Q{6?SHfxY%!G+AB8?;@9KT zno`ikp4$Php4~DEh{GKtLtgNQlB&_YaA{Z{*WOH&1U7){4Q;?~)R8JxZ3ZH{5#GyV z!K->FWxzUMz`6Y#&<&qBYt@1S^3av)AHOPha(N|W$$k2;a7u=dL?=|P4t1YSAN=6~ z0KR`T=%R5&ILzanoLyBVSTI1`aFKQcWj@9m0?}?GvAqoW#%`MTNQTQ>32hE%@u-R{ z&w4`xIJ|3QuMOdk7Ye_V)jXWsrJfP~f(YD{sSA7b|9aFu{0A!Ry%+*FsGpLQUJOW! zRTdu*tmqe}c?lD1Wu1iIx`KCO-zMWxCelDg-NO&vVZu0*1)V$N-2`0Sg zHJKKWuyt;%(^LGD&?t8wSo%UVd_Z2HWbT|AJ!vf9K%X#!R~?s}u%Go&&K*ub8`6bY za=NKc`YYCO6`9@S5jv?Z<2fs6C|F5n%M|WOQUBe-wJagU7@*f)9xV&;8bs+)WgE`b0pR8^toV5)%$QM$SquS8LiaPV`?WqUzEmTMEKmj{U z5r;F0>M%{fLH2o3n(js5J@fb}1a=o3^=N3hszT&d#1<~wtH zH=b1GAHrXCw^KJ{Mu@l2fBUeU{n-QMM?!vNER3K119eA9EU5 z&O9Ef?vLYlW^P0bYD}21OV%fQM51_@q{x;cr1D56M5r|7iI^gc=E|BiCd*(LVG_z# zDN9+)mb5Tgi)_Ek^E?&5^Vgg?@9*cFGvDv)-t&6R%>A5~6^sn9kO2VU(2GgElse6f zS%02W9hMHeo9EJa3#%^bxCGa4p7g#(X#iY>(#Sd1v3(lMZN|p-f}Ts5uA{XYmc0$G zcQ0rM67hGI*h8uk7jI3O!H-U&)t^t<`86$d!-#}JwhbWc1)!K6c^K;{wcJD53pzJ# zE1*~IC_&Pa^f-OIrtVGjwyuD=seJYp1dlV{qqpCdOmtpgtUjDoBJ+1Q6H$wipp&L- zFS7$&Z0)M^I)obj^m1fF<)k}mOwmpJhs>3;E(O~uUxAIacwZDHnJ^<0Yt#1qKIR9* zXt7f(Tr&mV{TXX(DZ1x5d6RkB-SW^*HPu@xitQw^nQPm=QM?~)YjdB>O|bVj@l#WD zPGN~OV5Yyq<-yL~En5=)e*O$pGB0w}F%i2{_1zKoiAso?FPvXM6dw)?#)O_0dghlO zGwJ!~B<_+{Y2my^59TVn47aZz*yS48Zh0KP*u^MUe{-9K>AK~stpxu;nPJ)NDo%XZ zI7CXSCmB*AS)2#E^gTl=E#3x^ZH~pcc!gi`0vr==h`Bl7#T|HBjD1~P;R-OV71+M< zoswNuTb^`hsha8>McGf^Q~`y&{5+cRoy~c$(~)@HPY+khucGyu9}&qlL2N<+pdZrwwNt)l|G&i}A9J~wlbu(Qc!jOM7AvfO21hAOTY z58`GzB%m%Mi+M)rAS4zCa&vhloY2cc000qEjRWClR9IERrmQ?HzRo=xD+@~1JGySk zJtd#0m{yVKVh3kvi<~9!-)V2`fT&g-h8I4XONop3NoT&^*H0z>kawX~L_#Fd4D$bwjv><&6n^ zBH^+&PK2Wr9bKTOD*Y*I(};p@k{nL@^>7WIC`f@W?z9%8;N!k%YeTLE^ux)NQ{A=M`QN4#MDSV z^)Ab`ORGz6Awrv+t*zeYY&Sl{Y&lDtEZLN$N}a)D11%A{-f{1bA4StY80=3`J?Qpl zh=y%9V9p!o-!R~Dck2-UpQhZ@;r8jIlM*S8L}ln-no}%9;x4SYBmh{C2n)>8O-~S09KhiUvbN$35PnD)#988 z;sRodV!z-$liDz@&zKhKxWF5egXOB4=k-aNxLo077u;h4{-qahB-aNa_SICe@Q-1b z%SNA_tY&~}RcnjCeXx|U{^E{nIb$zEk3aN!(<-Xb%Se9G!eaVplzQSy+|SKSZCNO} z81&VSH}f;`DMIjWe>=g>FnZwpM`_~Khjl!|suLZ#aej)V*%ENVcl<|0{0`yHMs}eo zcdKrlhAvTG#Spx5V%MnuVg0rd$S0gEBU>CLBYBs~l{%4F$Jh5(+iua#ISAkHbYgFf zHZLWRaCp~U3pJKRGEjT4qbh5ba&JJ8OCbHUpC;_K8p5Qeg5n5LqID0k+kii)pq)ft zKyzIGi%g9;%s(jU9_7_ARVUVy{zt_d_H~Cx_erhdUphHZ%4DO3L3Q=|`k|pNfsO*4 z=-KK(#_7%9Dp)E2r4wVW&m}$>IHJI#Cr?rEz!P%9g?!QTmD!z-4cK9Q*m03 zIc;fS*A+$kLu4VXOj~gB(P>WAXV=2I8DYxuqC*@fZ?}0$h~=5F@Y7YdjoO{Pt*9bf zj7Q@tYoFMkQ|G==V>XW@y0=7yMTU=V4PX~Ue(;;0PW zi{S>Lxe5XJ7=Ad_^#ir;m}x`#;~`zXdO4ot*c(mLgfbiSom6_NreTENr^ZIjGU#*t z7VtraS6np7M~_SDjIgHOm2sgV3$zFFZ@%z|H#~YDps?>d_*0HWEVM-#IE{x^&+TkC z^i&wKs&JLzUD6*y+*4h@@{cE9X1YpGoJwDR5*k4NR}rWEDm zI@vtqYp91(0XZ0gAnUDA@oj^?%r zl8(wz_LYw;IAv3xly}jJ_I&;}OZ#4}Zn~-hXdqS11yx($MGoARgkSfoLRWC?&dU3#38=H$#LRcnvq}I_}(n*Wd!1 zfUS*1-+)muXfy}hfov!L7p4T|XM-Zho|`LgP+s*5#N=>8jd}1oC96zB?BO-q!yoQi zrGZyq=m#Tc!S9p?+E8uBT+OR;kt%>X(D$ zddm92DkYfKvS=2nZa`w89M}g&^r!oaGXQK|qx3)*0lg^#BpwUk*zF{{xXCt$P3f diff --git a/doc/cheatsheet/README.md b/doc/cheatsheet/README.md index b8599acff2f6e..b72c093b4ba2f 100644 --- a/doc/cheatsheet/README.md +++ b/doc/cheatsheet/README.md @@ -12,7 +12,7 @@ This cheat sheet, originally written by Irv Lustig, [Princeton Consultants](http | Pandas_Cheat_Sheet_JA | Japanese | | | | Pandas_Cheat_Sheet_FA | Persian | | | - +The English version has additional material that is not in the versions in other languages. **Alternative** From 9bfbe9e339faf02dbda911c8d89d183033efdf45 Mon Sep 17 00:00:00 2001 From: Connor Wallace <146393496+ConnorWallace15@users.noreply.github.com> Date: Mon, 12 May 2025 09:55:16 -0700 Subject: [PATCH 14/76] DOC: Updates to documentation - io.rst (#61429) Update io.rst updating hdf5 data description link --- doc/source/user_guide/io.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/user_guide/io.rst b/doc/source/user_guide/io.rst index 23da52f26358f..51af262c20a72 100644 --- a/doc/source/user_guide/io.rst +++ b/doc/source/user_guide/io.rst @@ -26,7 +26,7 @@ The pandas I/O API is a set of top level ``reader`` functions accessed like text, Local clipboard, :ref:`read_clipboard`, :ref:`to_clipboard` binary,`MS Excel `__ , :ref:`read_excel`, :ref:`to_excel` binary,`OpenDocument `__, :ref:`read_excel`, NA - binary,`HDF5 Format `__, :ref:`read_hdf`, :ref:`to_hdf` + binary,`HDF5 Format `__, :ref:`read_hdf`, :ref:`to_hdf` binary,`Feather Format `__, :ref:`read_feather`, :ref:`to_feather` binary,`Parquet Format `__, :ref:`read_parquet`, :ref:`to_parquet` binary,`ORC Format `__, :ref:`read_orc`, :ref:`to_orc` From 839747c3f6b68af08dded9e63a18320a854eee28 Mon Sep 17 00:00:00 2001 From: huisman <23581164+huisman@users.noreply.github.com> Date: Mon, 12 May 2025 21:10:38 +0200 Subject: [PATCH 15/76] BLD: Decrease size of docker image (#61430) * Decrease size of docker image Combining RUN commands to minimise the number of layers and cleaning up the apt lists to reduce total size. * Combine upgrade and install steps Combine upgrade and install steps Add --no-install-recommends option --- Dockerfile | 20 ++++++++++++-------- 1 file changed, 12 insertions(+), 8 deletions(-) diff --git a/Dockerfile b/Dockerfile index 4090a4adb1af8..e778312fd3aa2 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,16 +1,20 @@ FROM python:3.10.8 WORKDIR /home/pandas -RUN apt-get update && apt-get -y upgrade -RUN apt-get install -y build-essential bash-completion +RUN apt-get update && \ + apt-get --no-install-recommends -y upgrade && \ + apt-get --no-install-recommends -y install \ + build-essential \ + bash-completion \ + # hdf5 needed for pytables installation + libhdf5-dev \ + # libgles2-mesa needed for pytest-qt + libgles2-mesa-dev && \ + rm -rf /var/lib/apt/lists/* -# hdf5 needed for pytables installation -# libgles2-mesa needed for pytest-qt -RUN apt-get install -y libhdf5-dev libgles2-mesa-dev - -RUN python -m pip install --upgrade pip COPY requirements-dev.txt /tmp -RUN python -m pip install -r /tmp/requirements-dev.txt +RUN python -m pip install --no-cache-dir --upgrade pip && \ + python -m pip install --no-cache-dir -r /tmp/requirements-dev.txt RUN git config --global --add safe.directory /home/pandas ENV SHELL="/bin/bash" From 41968a550a159ec0e5ef541a610b7007003bab5b Mon Sep 17 00:00:00 2001 From: ChiLin Chiu Date: Wed, 14 May 2025 07:09:01 +0800 Subject: [PATCH 16/76] CI: Fix test failures in 32-bit environment (#61423) * CI: re-run testing in cython=3.0.10 env to evaluate root cause of testing failure * add comment for pin cython version --- .github/workflows/unit-tests.yml | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 6fd92542cad2e..7f2549bf442bb 100644 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -241,12 +241,14 @@ jobs: fi - name: Build environment and Run Tests # https://github.com/numpy/numpy/issues/24703#issuecomment-1722379388 + # Note: Pinned to Cython 3.0.10 to avoid numerical instability in 32-bit environments + # https://github.com/pandas-dev/pandas/pull/61423 run: | /opt/python/cp313-cp313/bin/python -m venv ~/virtualenvs/pandas-dev . ~/virtualenvs/pandas-dev/bin/activate python -m pip install --no-cache-dir -U pip wheel setuptools meson[ninja]==1.2.1 meson-python==0.13.1 python -m pip install numpy -Csetup-args="-Dallow-noblas=true" - python -m pip install --no-cache-dir versioneer[toml] cython python-dateutil pytest>=7.3.2 pytest-xdist>=3.4.0 hypothesis>=6.84.0 + python -m pip install --no-cache-dir versioneer[toml] cython==3.0.10 python-dateutil pytest>=7.3.2 pytest-xdist>=3.4.0 hypothesis>=6.84.0 python -m pip install --no-cache-dir --no-build-isolation -e . -Csetup-args="--werror" python -m pip list --no-cache-dir PANDAS_CI=1 python -m pytest -m 'not slow and not network and not clipboard and not single_cpu' pandas --junitxml=test-data.xml From e637b4290d22e71afc1455bc1b691582f0a3ec78 Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Wed, 14 May 2025 22:29:29 +0200 Subject: [PATCH 17/76] ENH: Implement pandas.read_iceberg (#61383) --- ci/deps/actions-310-minimum_versions.yaml | 7 +- ci/deps/actions-310.yaml | 7 +- ci/deps/actions-311-downstream_compat.yaml | 7 +- ci/deps/actions-311.yaml | 7 +- ci/deps/actions-312.yaml | 7 +- ci/deps/actions-313.yaml | 6 +- doc/source/getting_started/install.rst | 9 +- doc/source/reference/io.rst | 9 ++ doc/source/user_guide/io.rst | 97 ++++++++++++++ doc/source/whatsnew/v3.0.0.rst | 1 + environment.yml | 7 +- pandas/__init__.py | 2 + pandas/compat/_optional.py | 7 +- pandas/io/api.py | 2 + pandas/io/iceberg.py | 93 ++++++++++++++ pandas/tests/api/test_api.py | 1 + pandas/tests/io/test_iceberg.py | 143 +++++++++++++++++++++ pyproject.toml | 14 +- requirements-dev.txt | 7 +- 19 files changed, 396 insertions(+), 37 deletions(-) create mode 100644 pandas/io/iceberg.py create mode 100644 pandas/tests/io/test_iceberg.py diff --git a/ci/deps/actions-310-minimum_versions.yaml b/ci/deps/actions-310-minimum_versions.yaml index 286b5f5a85f07..f8522594f36f4 100644 --- a/ci/deps/actions-310-minimum_versions.yaml +++ b/ci/deps/actions-310-minimum_versions.yaml @@ -28,10 +28,10 @@ dependencies: - beautifulsoup4=4.12.3 - bottleneck=1.3.6 - fastparquet=2024.2.0 - - fsspec=2024.2.0 + - fsspec=2023.12.2 - html5lib=1.1 - hypothesis=6.84.0 - - gcsfs=2024.2.0 + - gcsfs=2023.12.2 - jinja2=3.1.3 - lxml=4.9.2 - matplotlib=3.8.3 @@ -42,6 +42,7 @@ dependencies: - openpyxl=3.1.2 - psycopg2=2.9.6 - pyarrow=10.0.1 + - pyiceberg=0.7.1 - pymysql=1.1.0 - pyqt=5.15.9 - pyreadstat=1.2.6 @@ -49,7 +50,7 @@ dependencies: - python-calamine=0.1.7 - pytz=2023.4 - pyxlsb=1.0.10 - - s3fs=2024.2.0 + - s3fs=2023.12.2 - scipy=1.12.0 - sqlalchemy=2.0.0 - tabulate=0.9.0 diff --git a/ci/deps/actions-310.yaml b/ci/deps/actions-310.yaml index 5b38d7abb8540..ea22bc411dedd 100644 --- a/ci/deps/actions-310.yaml +++ b/ci/deps/actions-310.yaml @@ -26,10 +26,10 @@ dependencies: - beautifulsoup4>=4.12.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - - fsspec>=2024.2.0 + - fsspec>=2023.12.2 - html5lib>=1.1 - hypothesis>=6.84.0 - - gcsfs>=2024.2.0 + - gcsfs>=2023.12.2 - jinja2>=3.1.3 - lxml>=4.9.2 - matplotlib>=3.8.3 @@ -40,6 +40,7 @@ dependencies: - openpyxl>=3.1.2 - psycopg2>=2.9.6 - pyarrow>=10.0.1 + - pyiceberg>=0.7.1 - pymysql>=1.1.0 - pyqt>=5.15.9 - pyreadstat>=1.2.6 @@ -47,7 +48,7 @@ dependencies: - python-calamine>=0.1.7 - pytz>=2023.4 - pyxlsb>=1.0.10 - - s3fs>=2024.2.0 + - s3fs>=2023.12.2 - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 diff --git a/ci/deps/actions-311-downstream_compat.yaml b/ci/deps/actions-311-downstream_compat.yaml index 5fac58193f932..e981be9891dec 100644 --- a/ci/deps/actions-311-downstream_compat.yaml +++ b/ci/deps/actions-311-downstream_compat.yaml @@ -27,10 +27,10 @@ dependencies: - beautifulsoup4>=4.12.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - - fsspec>=2024.2.0 + - fsspec>=2023.12.2 - html5lib>=1.1 - hypothesis>=6.84.0 - - gcsfs>=2024.2.0 + - gcsfs>=2023.12.2 - jinja2>=3.1.3 - lxml>=4.9.2 - matplotlib>=3.8.3 @@ -41,6 +41,7 @@ dependencies: - openpyxl>=3.1.2 - psycopg2>=2.9.6 - pyarrow>=10.0.1 + - pyiceberg>=0.7.1 - pymysql>=1.1.0 - pyqt>=5.15.9 - pyreadstat>=1.2.6 @@ -48,7 +49,7 @@ dependencies: - python-calamine>=0.1.7 - pytz>=2023.4 - pyxlsb>=1.0.10 - - s3fs>=2024.2.0 + - s3fs>=2023.12.2 - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 diff --git a/ci/deps/actions-311.yaml b/ci/deps/actions-311.yaml index 9840278d22eab..f03d518fd22fb 100644 --- a/ci/deps/actions-311.yaml +++ b/ci/deps/actions-311.yaml @@ -26,10 +26,10 @@ dependencies: - beautifulsoup4>=4.12.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - - fsspec>=2024.2.0 + - fsspec>=2023.12.2 - html5lib>=1.1 - hypothesis>=6.84.0 - - gcsfs>=2024.2.0 + - gcsfs>=2023.12.2 - jinja2>=3.1.3 - lxml>=4.9.2 - matplotlib>=3.8.3 @@ -41,13 +41,14 @@ dependencies: - openpyxl>=3.1.2 - psycopg2>=2.9.6 - pyarrow>=10.0.1 + - pyiceberg>=0.7.1 - pymysql>=1.1.0 - pyreadstat>=1.2.6 - pytables>=3.8.0 - python-calamine>=0.1.7 - pytz>=2023.4 - pyxlsb>=1.0.10 - - s3fs>=2024.2.0 + - s3fs>=2023.12.2 - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 diff --git a/ci/deps/actions-312.yaml b/ci/deps/actions-312.yaml index 7d3d2ea1a0ec2..58c6c2ca3210c 100644 --- a/ci/deps/actions-312.yaml +++ b/ci/deps/actions-312.yaml @@ -26,10 +26,10 @@ dependencies: - beautifulsoup4>=4.12.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - - fsspec>=2024.2.0 + - fsspec>=2023.12.2 - html5lib>=1.1 - hypothesis>=6.84.0 - - gcsfs>=2024.2.0 + - gcsfs>=2023.12.2 - jinja2>=3.1.3 - lxml>=4.9.2 - matplotlib>=3.8.3 @@ -41,13 +41,14 @@ dependencies: - openpyxl>=3.1.2 - psycopg2>=2.9.6 - pyarrow>=10.0.1 + - pyiceberg>=0.7.1 - pymysql>=1.1.0 - pyreadstat>=1.2.6 - pytables>=3.8.0 - python-calamine>=0.1.7 - pytz>=2023.4 - pyxlsb>=1.0.10 - - s3fs>=2024.2.0 + - s3fs>=2023.12.2 - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 diff --git a/ci/deps/actions-313.yaml b/ci/deps/actions-313.yaml index 3184ae9724bd3..f94138a98e127 100644 --- a/ci/deps/actions-313.yaml +++ b/ci/deps/actions-313.yaml @@ -27,10 +27,10 @@ dependencies: - blosc>=1.21.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - - fsspec>=2024.2.0 + - fsspec>=2023.12.2 - html5lib>=1.1 - hypothesis>=6.84.0 - - gcsfs>=2024.2.0 + - gcsfs>=2023.12.2 - jinja2>=3.1.3 - lxml>=4.9.2 - matplotlib>=3.8.3 @@ -48,7 +48,7 @@ dependencies: - python-calamine>=0.1.7 - pytz>=2023.4 - pyxlsb>=1.0.10 - - s3fs>=2024.2.0 + - s3fs>=2023.12.2 - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 diff --git a/doc/source/getting_started/install.rst b/doc/source/getting_started/install.rst index 8b847d82a9916..93663c1cced7e 100644 --- a/doc/source/getting_started/install.rst +++ b/doc/source/getting_started/install.rst @@ -299,7 +299,7 @@ Dependency Minimum Versi Other data sources ^^^^^^^^^^^^^^^^^^ -Installable with ``pip install "pandas[hdf5, parquet, feather, spss, excel]"`` +Installable with ``pip install "pandas[hdf5, parquet, iceberg, feather, spss, excel]"`` ====================================================== ================== ================ ========================================================== Dependency Minimum Version pip extra Notes @@ -308,6 +308,7 @@ Dependency Minimum Version pip ex `zlib `__ hdf5 Compression for HDF5 `fastparquet `__ 2024.2.0 - Parquet reading / writing (pyarrow is default) `pyarrow `__ 10.0.1 parquet, feather Parquet, ORC, and feather reading / writing +`PyIceberg `__ 0.7.1 iceberg Apache Iceberg reading `pyreadstat `__ 1.2.6 spss SPSS files (.sav) reading `odfpy `__ 1.4.1 excel Open document format (.odf, .ods, .odt) reading / writing ====================================================== ================== ================ ========================================================== @@ -328,10 +329,10 @@ Installable with ``pip install "pandas[fss, aws, gcp]"`` ============================================ ================== =============== ========================================================== Dependency Minimum Version pip extra Notes ============================================ ================== =============== ========================================================== -`fsspec `__ 2024.2.0 fss, gcp, aws Handling files aside from simple local and HTTP (required +`fsspec `__ 2023.12.2 fss, gcp, aws Handling files aside from simple local and HTTP (required dependency of s3fs, gcsfs). -`gcsfs `__ 2024.2.0 gcp Google Cloud Storage access -`s3fs `__ 2024.2.0 aws Amazon S3 access +`gcsfs `__ 2023.12.2 gcp Google Cloud Storage access +`s3fs `__ 2023.12.2 aws Amazon S3 access ============================================ ================== =============== ========================================================== Clipboard diff --git a/doc/source/reference/io.rst b/doc/source/reference/io.rst index 805fb8b783459..6e5992916f800 100644 --- a/doc/source/reference/io.rst +++ b/doc/source/reference/io.rst @@ -156,6 +156,15 @@ Parquet read_parquet DataFrame.to_parquet +Iceberg +~~~~~~~ +.. autosummary:: + :toctree: api/ + + read_iceberg + +.. warning:: ``read_iceberg`` is experimental and may change without warning. + ORC ~~~ .. autosummary:: diff --git a/doc/source/user_guide/io.rst b/doc/source/user_guide/io.rst index 51af262c20a72..2a7cab701eecf 100644 --- a/doc/source/user_guide/io.rst +++ b/doc/source/user_guide/io.rst @@ -29,6 +29,7 @@ The pandas I/O API is a set of top level ``reader`` functions accessed like binary,`HDF5 Format `__, :ref:`read_hdf`, :ref:`to_hdf` binary,`Feather Format `__, :ref:`read_feather`, :ref:`to_feather` binary,`Parquet Format `__, :ref:`read_parquet`, :ref:`to_parquet` + binary,`Apache Iceberg `__, :ref:`read_iceberg` , NA binary,`ORC Format `__, :ref:`read_orc`, :ref:`to_orc` binary,`Stata `__, :ref:`read_stata`, :ref:`to_stata` binary,`SAS `__, :ref:`read_sas` , NA @@ -5403,6 +5404,102 @@ The above example creates a partitioned dataset that may look like: except OSError: pass +.. _io.iceberg: + +Iceberg +------- + +.. versionadded:: 3.0.0 + +Apache Iceberg is a high performance open-source format for large analytic tables. +Iceberg enables the use of SQL tables for big data while making it possible for different +engines to safely work with the same tables at the same time. + +Iceberg support predicate pushdown and column pruning, which are available to pandas +users via the ``row_filter`` and ``selected_fields`` parameters of the :func:`~pandas.read_iceberg` +function. This is convenient to extract from large tables a subset that fits in memory asa +pandas ``DataFrame``. + +Internally, pandas uses PyIceberg_ to query Iceberg. + +.. _PyIceberg: https://py.iceberg.apache.org/ + +A simple example loading all data from an Iceberg table ``my_table`` defined in the +``my_catalog`` catalog. + +.. code-block:: python + + df = pd.read_iceberg("my_table", catalog_name="my_catalog") + +Catalogs must be defined in the ``.pyiceberg.yaml`` file, usually in the home directory. +It is possible to to change properties of the catalog definition with the +``catalog_properties`` parameter: + +.. code-block:: python + + df = pd.read_iceberg( + "my_table", + catalog_name="my_catalog", + catalog_properties={"s3.secret-access-key": "my_secret"}, + ) + +It is also possible to fully specify the catalog in ``catalog_properties`` and not provide +a ``catalog_name``: + +.. code-block:: python + + df = pd.read_iceberg( + "my_table", + catalog_properties={ + "uri": "http://127.0.0.1:8181", + "s3.endpoint": "http://127.0.0.1:9000", + }, + ) + +To create the ``DataFrame`` with only a subset of the columns: + +.. code-block:: python + + df = pd.read_iceberg( + "my_table", + catalog_name="my_catalog", + selected_fields=["my_column_3", "my_column_7"] + ) + +This will execute the function faster, since other columns won't be read. And it will also +save memory, since the data from other columns won't be loaded into the underlying memory of +the ``DataFrame``. + +To fetch only a subset of the rows, we can do it with the ``limit`` parameter: + +.. code-block:: python + + df = pd.read_iceberg( + "my_table", + catalog_name="my_catalog", + limit=100, + ) + +This will create a ``DataFrame`` with 100 rows, assuming there are at least this number in +the table. + +To fetch a subset of the rows based on a condition, this can be done using the ``row_filter`` +parameter: + +.. code-block:: python + + df = pd.read_iceberg( + "my_table", + catalog_name="my_catalog", + row_filter="distance > 10.0", + ) + +Reading a particular snapshot is also possible providing the snapshot ID as an argument to +``snapshot_id``. + +More information about the Iceberg format can be found in the `Apache Iceberg official +page `__. + .. _io.orc: ORC diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 8695e196c4f38..6642f5855f4fe 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -78,6 +78,7 @@ Other enhancements - :py:class:`frozenset` elements in pandas objects are now natively printed (:issue:`60690`) - Add ``"delete_rows"`` option to ``if_exists`` argument in :meth:`DataFrame.to_sql` deleting all records of the table before inserting data (:issue:`37210`). - Added half-year offset classes :class:`HalfYearBegin`, :class:`HalfYearEnd`, :class:`BHalfYearBegin` and :class:`BHalfYearEnd` (:issue:`60928`) +- Added support to read from Apache Iceberg tables with the new :func:`read_iceberg` function (:issue:`61383`) - Errors occurring during SQL I/O will now throw a generic :class:`.DatabaseError` instead of the raw Exception type from the underlying driver manager library (:issue:`60748`) - Implemented :meth:`Series.str.isascii` and :meth:`Series.str.isascii` (:issue:`59091`) - Improved deprecation message for offset aliases (:issue:`60820`) diff --git a/environment.yml b/environment.yml index 4677614dc7858..6300e32b5a1b5 100644 --- a/environment.yml +++ b/environment.yml @@ -29,10 +29,10 @@ dependencies: - beautifulsoup4>=4.12.3 - bottleneck>=1.3.6 - fastparquet>=2024.2.0 - - fsspec>=2024.2.0 + - fsspec>=2023.12.2 - html5lib>=1.1 - hypothesis>=6.84.0 - - gcsfs>=2024.2.0 + - gcsfs>=2023.12.2 - ipython - pickleshare # Needed for IPython Sphinx directive in the docs GH#60429 - jinja2>=3.1.3 @@ -44,13 +44,14 @@ dependencies: - odfpy>=1.4.1 - psycopg2>=2.9.6 - pyarrow>=10.0.1 + - pyiceberg>=0.7.1 - pymysql>=1.1.0 - pyreadstat>=1.2.6 - pytables>=3.8.0 - python-calamine>=0.1.7 - pytz>=2023.4 - pyxlsb>=1.0.10 - - s3fs>=2024.2.0 + - s3fs>=2023.12.2 - scipy>=1.12.0 - sqlalchemy>=2.0.0 - tabulate>=0.9.0 diff --git a/pandas/__init__.py b/pandas/__init__.py index 7d6dd7b7c1a88..8b92ad6cdfebb 100644 --- a/pandas/__init__.py +++ b/pandas/__init__.py @@ -164,6 +164,7 @@ read_stata, read_sas, read_spss, + read_iceberg, ) from pandas.io.json._normalize import json_normalize @@ -319,6 +320,7 @@ "read_fwf", "read_hdf", "read_html", + "read_iceberg", "read_json", "read_orc", "read_parquet", diff --git a/pandas/compat/_optional.py b/pandas/compat/_optional.py index 9f4615d183766..f01dfab0de829 100644 --- a/pandas/compat/_optional.py +++ b/pandas/compat/_optional.py @@ -25,10 +25,10 @@ "bs4": "4.12.3", "bottleneck": "1.3.6", "fastparquet": "2024.2.0", - "fsspec": "2024.2.0", + "fsspec": "2023.12.2", "html5lib": "1.1", "hypothesis": "6.84.0", - "gcsfs": "2024.2.0", + "gcsfs": "2023.12.2", "jinja2": "3.1.3", "lxml.etree": "4.9.2", "matplotlib": "3.8.3", @@ -39,12 +39,13 @@ "psycopg2": "2.9.6", # (dt dec pq3 ext lo64) "pymysql": "1.1.0", "pyarrow": "10.0.1", + "pyiceberg": "0.7.1", "pyreadstat": "1.2.6", "pytest": "7.3.2", "python-calamine": "0.1.7", "pytz": "2023.4", "pyxlsb": "1.0.10", - "s3fs": "2024.2.0", + "s3fs": "2023.12.2", "scipy": "1.12.0", "sqlalchemy": "2.0.0", "tables": "3.8.0", diff --git a/pandas/io/api.py b/pandas/io/api.py index d4982399a604b..5900c94384384 100644 --- a/pandas/io/api.py +++ b/pandas/io/api.py @@ -10,6 +10,7 @@ ) from pandas.io.feather_format import read_feather from pandas.io.html import read_html +from pandas.io.iceberg import read_iceberg from pandas.io.json import read_json from pandas.io.orc import read_orc from pandas.io.parquet import read_parquet @@ -47,6 +48,7 @@ "read_fwf", "read_hdf", "read_html", + "read_iceberg", "read_json", "read_orc", "read_parquet", diff --git a/pandas/io/iceberg.py b/pandas/io/iceberg.py new file mode 100644 index 0000000000000..8a3e8f5da49b3 --- /dev/null +++ b/pandas/io/iceberg.py @@ -0,0 +1,93 @@ +from typing import ( + Any, +) + +from pandas.compat._optional import import_optional_dependency + +from pandas import DataFrame + + +def read_iceberg( + table_identifier: str, + catalog_name: str | None = None, + catalog_properties: dict[str, Any] | None = None, + row_filter: str | None = None, + selected_fields: tuple[str] | None = None, + case_sensitive: bool = True, + snapshot_id: int | None = None, + limit: int | None = None, + scan_properties: dict[str, Any] | None = None, +) -> DataFrame: + """ + Read an Apache Iceberg table into a pandas DataFrame. + + .. warning:: + + read_iceberg is experimental and may change without warning. + + Parameters + ---------- + table_identifier : str + Table identifier. + catalog_name : str, optional + The name of the catalog. + catalog_properties : dict of {str: str}, optional + The properties that are used next to the catalog configuration. + row_filter : str, optional + A string that describes the desired rows. + selected_fields : tuple of str, optional + A tuple of strings representing the column names to return in the output + dataframe. + case_sensitive : bool, default True + If True column matching is case sensitive. + snapshot_id : int, optional + Snapshot ID to time travel to. By default the table will be scanned as of the + current snapshot ID. + limit : int, optional + An integer representing the number of rows to return in the scan result. + By default all matching rows will be fetched. + scan_properties : dict of {str: obj}, optional + Additional Table properties as a dictionary of string key value pairs to use + for this scan. + + Returns + ------- + DataFrame + DataFrame based on the Iceberg table. + + See Also + -------- + read_parquet : Read a Parquet file. + + Examples + -------- + >>> df = pd.read_iceberg( + ... table_identifier="my_table", + ... catalog_name="my_catalog", + ... catalog_properties={"s3.secret-access-key": "my-secret"}, + ... row_filter="trip_distance >= 10.0", + ... selected_fields=("VendorID", "tpep_pickup_datetime"), + ... ) # doctest: +SKIP + """ + pyiceberg_catalog = import_optional_dependency("pyiceberg.catalog") + pyiceberg_expressions = import_optional_dependency("pyiceberg.expressions") + + if catalog_properties is None: + catalog_properties = {} + catalog = pyiceberg_catalog.load_catalog(catalog_name, **catalog_properties) + table = catalog.load_table(table_identifier) + if row_filter is None: + row_filter = pyiceberg_expressions.AlwaysTrue() + if selected_fields is None: + selected_fields = ("*",) + if scan_properties is None: + scan_properties = {} + result = table.scan( + row_filter=row_filter, + selected_fields=selected_fields, + case_sensitive=case_sensitive, + snapshot_id=snapshot_id, + options=scan_properties, + limit=limit, + ) + return result.to_pandas() diff --git a/pandas/tests/api/test_api.py b/pandas/tests/api/test_api.py index 2ba90948be399..871e977cbe2f8 100644 --- a/pandas/tests/api/test_api.py +++ b/pandas/tests/api/test_api.py @@ -168,6 +168,7 @@ class TestPDApi(Base): "read_parquet", "read_orc", "read_spss", + "read_iceberg", ] # top-level json funcs diff --git a/pandas/tests/io/test_iceberg.py b/pandas/tests/io/test_iceberg.py new file mode 100644 index 0000000000000..765eccb602434 --- /dev/null +++ b/pandas/tests/io/test_iceberg.py @@ -0,0 +1,143 @@ +""" +Tests for the Apache Iceberg format. + +Tests in this file use a simple Iceberg catalog based on SQLite, with the same +data used for Parquet tests (``pandas/tests/io/data/parquet/simple.parquet``). +""" + +import collections +import importlib +import pathlib + +import pytest + +import pandas as pd +import pandas._testing as tm + +from pandas.io.iceberg import read_iceberg + +pytestmark = pytest.mark.single_cpu + +pyiceberg = pytest.importorskip("pyiceberg") +pyiceberg_catalog = pytest.importorskip("pyiceberg.catalog") +pq = pytest.importorskip("pyarrow.parquet") + +Catalog = collections.namedtuple("Catalog", ["name", "uri"]) + + +@pytest.fixture +def catalog(request, tmp_path): + # the catalog stores the full path of data files, so the catalog needs to be + # created dynamically, and not saved in pandas/tests/io/data as other formats + uri = f"sqlite:///{tmp_path}/catalog.sqlite" + warehouse = f"file://{tmp_path}" + catalog_name = request.param if hasattr(request, "param") else None + catalog = pyiceberg_catalog.load_catalog( + catalog_name or "default", + type="sql", + uri=uri, + warehouse=warehouse, + ) + catalog.create_namespace("ns") + + df = pq.read_table( + pathlib.Path(__file__).parent / "data" / "parquet" / "simple.parquet" + ) + table = catalog.create_table("ns.my_table", schema=df.schema) + table.append(df) + + if catalog_name is not None: + config_path = pathlib.Path.home() / ".pyiceberg.yaml" + with open(config_path, "w", encoding="utf-8") as f: + f.write(f"""\ +catalog: + {catalog_name}: + type: sql + uri: {uri} + warehouse: {warehouse}""") + + importlib.reload(pyiceberg_catalog) # needed to reload the config file + + yield Catalog(name=catalog_name or "default", uri=uri) + + if catalog_name is not None: + config_path.unlink() + + +class TestIceberg: + def test_read(self, catalog): + expected = pd.DataFrame( + { + "A": [1, 2, 3], + "B": ["foo", "foo", "foo"], + } + ) + result = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + ) + tm.assert_frame_equal(result, expected) + + @pytest.mark.parametrize("catalog", ["default", "pandas_tests"], indirect=True) + def test_read_by_catalog_name(self, catalog): + expected = pd.DataFrame( + { + "A": [1, 2, 3], + "B": ["foo", "foo", "foo"], + } + ) + result = read_iceberg( + "ns.my_table", + catalog_name=catalog.name, + ) + tm.assert_frame_equal(result, expected) + + def test_read_with_row_filter(self, catalog): + expected = pd.DataFrame( + { + "A": [2, 3], + "B": ["foo", "foo"], + } + ) + result = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + row_filter="A > 1", + ) + tm.assert_frame_equal(result, expected) + + def test_read_with_case_sensitive(self, catalog): + expected = pd.DataFrame( + { + "A": [1, 2, 3], + } + ) + result = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + selected_fields=["a"], + case_sensitive=False, + ) + tm.assert_frame_equal(result, expected) + + with pytest.raises(ValueError, match="^Could not find column"): + read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + selected_fields=["a"], + case_sensitive=True, + ) + + def test_read_with_limit(self, catalog): + expected = pd.DataFrame( + { + "A": [1, 2], + "B": ["foo", "foo"], + } + ) + result = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + limit=2, + ) + tm.assert_frame_equal(result, expected) diff --git a/pyproject.toml b/pyproject.toml index 480e58b62c1d0..adaec5458c035 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -62,12 +62,13 @@ test = ['hypothesis>=6.84.0', 'pytest>=7.3.2', 'pytest-xdist>=3.4.0'] pyarrow = ['pyarrow>=10.0.1'] performance = ['bottleneck>=1.3.6', 'numba>=0.59.0', 'numexpr>=2.9.0'] computation = ['scipy>=1.12.0', 'xarray>=2024.1.1'] -fss = ['fsspec>=2024.2.0'] -aws = ['s3fs>=2024.2.0'] -gcp = ['gcsfs>=2024.2.0'] +fss = ['fsspec>=2023.12.2'] +aws = ['s3fs>=2023.12.2'] +gcp = ['gcsfs>=2023.12.2'] excel = ['odfpy>=1.4.1', 'openpyxl>=3.1.2', 'python-calamine>=0.1.7', 'pyxlsb>=1.0.10', 'xlrd>=2.0.1', 'xlsxwriter>=3.2.0'] parquet = ['pyarrow>=10.0.1'] feather = ['pyarrow>=10.0.1'] +iceberg = ['pyiceberg>=0.7.1'] hdf5 = ['tables>=3.8.0'] spss = ['pyreadstat>=1.2.6'] postgresql = ['SQLAlchemy>=2.0.0', 'psycopg2>=2.9.6', 'adbc-driver-postgresql>=0.10.0'] @@ -85,8 +86,8 @@ all = ['adbc-driver-postgresql>=0.10.0', 'beautifulsoup4>=4.12.3', 'bottleneck>=1.3.6', 'fastparquet>=2024.2.0', - 'fsspec>=2024.2.0', - 'gcsfs>=2024.2.0', + 'fsspec>=2023.12.2', + 'gcsfs>=2023.12.2', 'html5lib>=1.1', 'hypothesis>=6.84.0', 'jinja2>=3.1.3', @@ -98,6 +99,7 @@ all = ['adbc-driver-postgresql>=0.10.0', 'openpyxl>=3.1.2', 'psycopg2>=2.9.6', 'pyarrow>=10.0.1', + 'pyiceberg>=0.7.1', 'pymysql>=1.1.0', 'PyQt5>=5.15.9', 'pyreadstat>=1.2.6', @@ -108,7 +110,7 @@ all = ['adbc-driver-postgresql>=0.10.0', 'pyxlsb>=1.0.10', 'qtpy>=2.3.0', 'scipy>=1.12.0', - 's3fs>=2024.2.0', + 's3fs>=2023.12.2', 'SQLAlchemy>=2.0.0', 'tables>=3.8.0', 'tabulate>=0.9.0', diff --git a/requirements-dev.txt b/requirements-dev.txt index 297f1778495b7..c2bac550bc664 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -18,10 +18,10 @@ numpy<3 beautifulsoup4>=4.12.3 bottleneck>=1.3.6 fastparquet>=2024.2.0 -fsspec>=2024.2.0 +fsspec>=2023.12.2 html5lib>=1.1 hypothesis>=6.84.0 -gcsfs>=2024.2.0 +gcsfs>=2023.12.2 ipython pickleshare jinja2>=3.1.3 @@ -33,13 +33,14 @@ openpyxl>=3.1.2 odfpy>=1.4.1 psycopg2-binary>=2.9.6 pyarrow>=10.0.1 +pyiceberg>=0.7.1 pymysql>=1.1.0 pyreadstat>=1.2.6 tables>=3.8.0 python-calamine>=0.1.7 pytz>=2023.4 pyxlsb>=1.0.10 -s3fs>=2024.2.0 +s3fs>=2023.12.2 scipy>=1.12.0 SQLAlchemy>=2.0.0 tabulate>=0.9.0 From 29e01463a633498c5aa7c4449f140fc9520bc42e Mon Sep 17 00:00:00 2001 From: Manjunath L <84699147+Manju080@users.noreply.github.com> Date: Thu, 15 May 2025 21:43:20 +0530 Subject: [PATCH 18/76] BUG: Impossible creation of array with dtype=string (#61263) * DOC: Update warning in Index.values docstring to clarify index modification issues (#60954) * DOC: Update warning in Index.values docstring to clarify index modification issues (#60954) with changes * Update pandas/core/indexes/base.py Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> * DOC : Fixing the whitespace which was causing error * Fixed docstring validation and formatting issues * BUG: Fix array creation for string dtype with inconsistent list lengths (#61155) * BUG: Fix array creation for string dtype with inconsistent list lengths (#61155) * BUG fix GH#61155 v2 * BUG fix GH#61155 with test case for list of lists handling * Fix formatting in test_string_array.py (pre-commit autofix) * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Add test for list of lists handling in ensure_string_array (GH#61155) * fixing checks * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Update pandas/tests/libs/test_lib.py Co-authored-by: Richard Shadrach <45562402+rhshadrach@users.noreply.github.com> * Remove pandas/tests/arrays/test_string_array.py as requested * wrong fiel base.py * Remove check for nested lists in scalars in string_.py first try * Revert unintended changes to base.py --------- Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Richard Shadrach <45562402+rhshadrach@users.noreply.github.com> --- pandas/_libs/lib.pyx | 5 ++++- pandas/tests/libs/test_lib.py | 10 ++++++++++ 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/pandas/_libs/lib.pyx b/pandas/_libs/lib.pyx index 38d9a8f62417c..cded299f77876 100644 --- a/pandas/_libs/lib.pyx +++ b/pandas/_libs/lib.pyx @@ -777,7 +777,10 @@ cpdef ndarray[object] ensure_string_array( return out arr = arr.to_numpy(dtype=object) elif not util.is_array(arr): - arr = np.array(arr, dtype="object") + # GH#61155: Guarantee a 1-d result when array is a list of lists + input_arr = arr + arr = np.empty(len(arr), dtype="object") + arr[:] = input_arr result = np.asarray(arr, dtype="object") diff --git a/pandas/tests/libs/test_lib.py b/pandas/tests/libs/test_lib.py index 17dae1879f3b8..f619ba4dd204b 100644 --- a/pandas/tests/libs/test_lib.py +++ b/pandas/tests/libs/test_lib.py @@ -297,3 +297,13 @@ def test_ensure_string_array_copy(): assert not np.shares_memory(arr, result) assert arr[1] is None assert result[1] is np.nan + + +def test_ensure_string_array_list_of_lists(): + # GH#61155: ensure list of lists doesn't get converted to string + arr = [list("test"), list("word")] + result = lib.ensure_string_array(arr) + + # Each item in result should still be a list, not a stringified version + expected = np.array(["['t', 'e', 's', 't']", "['w', 'o', 'r', 'd']"], dtype=object) + tm.assert_numpy_array_equal(result, expected) From b2b2d04e419e44932d51017ececb5c3a86b15925 Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Thu, 15 May 2025 11:59:45 -0700 Subject: [PATCH 19/76] CI: Upgrade to ubuntu-24.04, install Python free threading from conda-forge (#61410) * Upgrade to ubuntu-24.04, add config for free threading * Comment out matplotlib, move to a specific build * Remove all optional dependencies * Install setuptools? * bump meson/meson-python * Update unit-tests.yml * Update action.yml * Update action.yml * Update actions-313-freethreading.yaml --------- Co-authored-by: Thomas Li <47963215+lithomas1@users.noreply.github.com> --- .github/actions/build_pandas/action.yml | 7 +- .github/workflows/code-checks.yml | 8 +- .github/workflows/codeql.yml | 2 +- .github/workflows/comment-commands.yml | 6 +- .../workflows/deprecation-tracking-bot.yml | 2 +- .github/workflows/docbuild-and-upload.yml | 2 +- .github/workflows/package-checks.yml | 4 +- .github/workflows/stale-pr.yml | 2 +- .github/workflows/unit-tests.yml | 77 +++++-------------- .github/workflows/wheels.yml | 8 +- ci/deps/actions-313-freethreading.yaml | 30 ++++++++ 11 files changed, 73 insertions(+), 75 deletions(-) create mode 100644 ci/deps/actions-313-freethreading.yaml diff --git a/.github/actions/build_pandas/action.yml b/.github/actions/build_pandas/action.yml index b92bacd1a537c..2d208cb38725a 100644 --- a/.github/actions/build_pandas/action.yml +++ b/.github/actions/build_pandas/action.yml @@ -4,6 +4,9 @@ inputs: editable: description: Whether to build pandas in editable mode (default true) default: true + werror: + description: Enable werror flag for build + default: true runs: using: composite steps: @@ -26,9 +29,9 @@ runs: run: | if [[ ${{ inputs.editable }} == "true" ]]; then pip install -e . --no-build-isolation -v --no-deps \ - -Csetup-args="--werror" + ${{ inputs.werror == 'true' && '-Csetup-args="--werror"' || '' }} else pip install . --no-build-isolation -v --no-deps \ - -Csetup-args="--werror" + ${{ inputs.werror == 'true' && '-Csetup-args="--werror"' || '' }} fi shell: bash -el {0} diff --git a/.github/workflows/code-checks.yml b/.github/workflows/code-checks.yml index e1d2d1ea846b8..728019b06e053 100644 --- a/.github/workflows/code-checks.yml +++ b/.github/workflows/code-checks.yml @@ -21,7 +21,7 @@ permissions: jobs: docstring_typing_manual_hooks: name: Docstring validation, typing, and other manual pre-commit hooks - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 defaults: run: shell: bash -el {0} @@ -102,7 +102,7 @@ jobs: asv-benchmarks: name: ASV Benchmarks - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 defaults: run: shell: bash -el {0} @@ -133,7 +133,7 @@ jobs: build_docker_dev_environment: name: Build Docker Dev Environment - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 defaults: run: shell: bash -el {0} @@ -160,7 +160,7 @@ jobs: requirements-dev-text-installable: name: Test install requirements-dev.txt - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 concurrency: # https://github.community/t/concurrecy-not-work-for-push/183068/7 diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml index 4d0066bc0b48d..44a9b4bfa20b8 100644 --- a/.github/workflows/codeql.yml +++ b/.github/workflows/codeql.yml @@ -13,7 +13,7 @@ permissions: jobs: analyze: - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 permissions: actions: read contents: read diff --git a/.github/workflows/comment-commands.yml b/.github/workflows/comment-commands.yml index 62956f5825782..b843363ae8c4d 100644 --- a/.github/workflows/comment-commands.yml +++ b/.github/workflows/comment-commands.yml @@ -10,7 +10,7 @@ permissions: jobs: issue_assign: - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 if: (!github.event.issue.pull_request) && github.event.comment.body == 'take' concurrency: group: ${{ github.actor }}-issue-assign @@ -19,7 +19,7 @@ jobs: echo "Assigning issue ${{ github.event.issue.number }} to ${{ github.event.comment.user.login }}" curl -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" -d '{"assignees": ["${{ github.event.comment.user.login }}"]}' https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.issue.number }}/assignees preview_docs: - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 if: github.event.issue.pull_request && github.event.comment.body == '/preview' concurrency: group: ${{ github.actor }}-preview-docs @@ -29,7 +29,7 @@ jobs: previewer-server: "https://pandas.pydata.org/preview" artifact-job: "Doc Build and Upload" asv_run: - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 # TODO: Support more benchmarking options later, against different branches, against self, etc if: github.event.issue.pull_request && startsWith(github.event.comment.body, '@github-actions benchmark') defaults: diff --git a/.github/workflows/deprecation-tracking-bot.yml b/.github/workflows/deprecation-tracking-bot.yml index 3d4cab7be09c5..334a5d77b407b 100644 --- a/.github/workflows/deprecation-tracking-bot.yml +++ b/.github/workflows/deprecation-tracking-bot.yml @@ -17,7 +17,7 @@ jobs: deprecation_update: permissions: issues: write - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 env: DEPRECATION_TRACKER_ISSUE: 56596 steps: diff --git a/.github/workflows/docbuild-and-upload.yml b/.github/workflows/docbuild-and-upload.yml index 294334ca1d54b..ba9e30e088c66 100644 --- a/.github/workflows/docbuild-and-upload.yml +++ b/.github/workflows/docbuild-and-upload.yml @@ -23,7 +23,7 @@ permissions: jobs: web_and_docs: name: Doc Build and Upload - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 concurrency: # https://github.community/t/concurrecy-not-work-for-push/183068/7 diff --git a/.github/workflows/package-checks.yml b/.github/workflows/package-checks.yml index 331af6e05b650..9800cc1694313 100644 --- a/.github/workflows/package-checks.yml +++ b/.github/workflows/package-checks.yml @@ -21,7 +21,7 @@ defaults: jobs: pip: if: ${{ github.event.label.name == 'Build' || contains(github.event.pull_request.labels.*.name, 'Build') || github.event_name == 'push'}} - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 strategy: matrix: extra: ["test", "pyarrow", "performance", "computation", "fss", "aws", "gcp", "excel", "parquet", "feather", "hdf5", "spss", "postgresql", "mysql", "sql-other", "html", "xml", "plot", "output-formatting", "clipboard", "compression", "all"] @@ -50,7 +50,7 @@ jobs: shell: bash -el {0} conda_forge_recipe: if: ${{ github.event.label.name == 'Build' || contains(github.event.pull_request.labels.*.name, 'Build') || github.event_name == 'push'}} - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 strategy: matrix: python-version: ['3.10', '3.11'] diff --git a/.github/workflows/stale-pr.yml b/.github/workflows/stale-pr.yml index 792afe8f4faf5..3a51dbefc6bb0 100644 --- a/.github/workflows/stale-pr.yml +++ b/.github/workflows/stale-pr.yml @@ -12,7 +12,7 @@ jobs: permissions: pull-requests: write if: github.repository_owner == 'pandas-dev' - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 steps: - uses: actions/stale@v9 with: diff --git a/.github/workflows/unit-tests.yml b/.github/workflows/unit-tests.yml index 7f2549bf442bb..59512ddc91a8a 100644 --- a/.github/workflows/unit-tests.yml +++ b/.github/workflows/unit-tests.yml @@ -26,7 +26,7 @@ jobs: timeout-minutes: 90 strategy: matrix: - platform: [ubuntu-22.04, ubuntu-24.04-arm] + platform: [ubuntu-24.04, ubuntu-24.04-arm] env_file: [actions-310.yaml, actions-311.yaml, actions-312.yaml, actions-313.yaml] # Prevent the include jobs from overriding other jobs pattern: [""] @@ -36,11 +36,15 @@ jobs: env_file: actions-311-downstream_compat.yaml pattern: "not slow and not network and not single_cpu" pytest_target: "pandas/tests/test_downstream.py" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Minimum Versions" env_file: actions-310-minimum_versions.yaml pattern: "not slow and not network and not single_cpu" - platform: ubuntu-22.04 + platform: ubuntu-24.04 + - name: "Freethreading" + env_file: actions-313-freethreading.yaml + pattern: "not slow and not network and not single_cpu" + platform: ubuntu-24.04 - name: "Locale: it_IT" env_file: actions-311.yaml pattern: "not slow and not network and not single_cpu" @@ -51,7 +55,7 @@ jobs: # Also install it_IT (its encoding is ISO8859-1) but do not activate it. # It will be temporarily activated during tests with locale.setlocale extra_loc: "it_IT" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Locale: zh_CN" env_file: actions-311.yaml pattern: "not slow and not network and not single_cpu" @@ -62,30 +66,30 @@ jobs: # Also install zh_CN (its encoding is gb2312) but do not activate it. # It will be temporarily activated during tests with locale.setlocale extra_loc: "zh_CN" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Future infer strings" env_file: actions-312.yaml pandas_future_infer_string: "1" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Future infer strings (without pyarrow)" env_file: actions-311.yaml pandas_future_infer_string: "1" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Pypy" env_file: actions-pypy-39.yaml pattern: "not slow and not network and not single_cpu" test_args: "--max-worker-restart 0" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Numpy Dev" env_file: actions-311-numpydev.yaml pattern: "not slow and not network and not single_cpu" test_args: "-W error::DeprecationWarning -W error::FutureWarning" - platform: ubuntu-22.04 + platform: ubuntu-24.04 - name: "Pyarrow Nightly" env_file: actions-311-pyarrownightly.yaml pattern: "not slow and not network and not single_cpu" pandas_future_infer_string: "1" - platform: ubuntu-22.04 + platform: ubuntu-24.04 fail-fast: false name: ${{ matrix.name || format('{0} {1}', matrix.platform, matrix.env_file) }} env: @@ -165,6 +169,9 @@ jobs: - name: Build Pandas id: build uses: ./.github/actions/build_pandas + with: + # xref https://github.com/cython/cython/issues/6870 + werror: ${{ matrix.name != 'Freethreading' }} # TODO: Re-enable once Pypy has Pypy 3.10 on conda-forge if: ${{ matrix.name != 'Pypy' }} @@ -220,7 +227,7 @@ jobs: uses: ./.github/actions/run-tests Linux-32-bit: - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 container: image: quay.io/pypa/manylinux2014_i686 options: --platform linux/386 @@ -258,7 +265,7 @@ jobs: cancel-in-progress: true Linux-Musl: - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 container: image: quay.io/pypa/musllinux_1_2_x86_64 steps: @@ -327,7 +334,7 @@ jobs: fail-fast: false matrix: # Separate out macOS 13 and 14, since macOS 14 is arm64 only - os: [ubuntu-22.04, macOS-13, macOS-14, windows-latest] + os: [ubuntu-24.04, macOS-13, macOS-14, windows-latest] timeout-minutes: 90 @@ -364,48 +371,6 @@ jobs: - name: Run Tests uses: ./.github/actions/run-tests - python-freethreading: - defaults: - run: - shell: bash -eou pipefail {0} - runs-on: ubuntu-22.04 - - timeout-minutes: 90 - - concurrency: - # https://github.community/t/concurrecy-not-work-for-push/183068/7 - group: ${{ github.event_name == 'push' && github.run_number || github.ref }}-python-freethreading-dev - cancel-in-progress: true - - env: - PYTEST_WORKERS: "auto" - PANDAS_CI: 1 - PATTERN: "not slow and not network and not clipboard and not single_cpu" - PYTEST_TARGET: pandas - - steps: - - uses: actions/checkout@v4 - with: - fetch-depth: 0 - - - name: Set up Python Free-threading Version - uses: deadsnakes/action@v3.2.0 - with: - python-version: 3.13-dev - nogil: true - - - name: Build Environment - run: | - python --version - python -m pip install --upgrade pip setuptools wheel numpy meson[ninja]==1.2.1 meson-python==0.13.1 - python -m pip install --pre --extra-index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple cython - python -m pip install versioneer[toml] python-dateutil pytz tzdata hypothesis>=6.84.0 pytest>=7.3.2 pytest-xdist>=3.4.0 pytest-cov - python -m pip install -ve . --no-build-isolation --no-index --no-deps -Csetup-args="--werror" - python -m pip list - - - name: Run Tests - uses: ./.github/actions/run-tests - # NOTE: this job must be kept in sync with the Pyodide build job in wheels.yml emscripten: # Note: the Python version, Emscripten toolchain version are determined @@ -415,7 +380,7 @@ jobs: # The Node.js version can be determined via Pyodide: # https://pyodide.org/en/stable/usage/index.html#node-js name: Pyodide build - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 concurrency: # https://github.community/t/concurrecy-not-work-for-push/183068/7 group: ${{ github.event_name == 'push' && github.run_number || github.ref }}-wasm diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml index f330d0e6cb41a..512db65e866b4 100644 --- a/.github/workflows/wheels.yml +++ b/.github/workflows/wheels.yml @@ -40,7 +40,7 @@ jobs: (github.event_name == 'pull_request' && contains(github.event.pull_request.labels.*.name, 'Build')) || (github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') && ( ! endsWith(github.ref, 'dev0'))) - runs-on: ubuntu-22.04 + runs-on: ubuntu-24.04 env: IS_PUSH: ${{ github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') }} IS_SCHEDULE_DISPATCH: ${{ github.event_name == 'schedule' || github.event_name == 'workflow_dispatch' }} @@ -92,8 +92,8 @@ jobs: # GitHub Actions doesn't support pairing matrix values together, let's improvise # https://github.com/github/feedback/discussions/7835#discussioncomment-1769026 buildplat: - - [ubuntu-22.04, manylinux_x86_64] - - [ubuntu-22.04, musllinux_x86_64] + - [ubuntu-24.04, manylinux_x86_64] + - [ubuntu-24.04, musllinux_x86_64] - [ubuntu-24.04-arm, manylinux_aarch64] - [macos-13, macosx_x86_64] # Note: M1 images on Github Actions start from macOS 14 @@ -109,7 +109,7 @@ jobs: # Build Pyodide wheels and upload them to Anaconda.org # NOTE: this job is similar to the one in unit-tests.yml except for the fact # that it uses cibuildwheel instead of a standard Pyodide xbuildenv setup. - - buildplat: [ubuntu-22.04, pyodide_wasm32] + - buildplat: [ubuntu-24.04, pyodide_wasm32] python: ["cp312", "3.12"] cibw_build_frontend: 'build' diff --git a/ci/deps/actions-313-freethreading.yaml b/ci/deps/actions-313-freethreading.yaml new file mode 100644 index 0000000000000..d10c70bc1fbfb --- /dev/null +++ b/ci/deps/actions-313-freethreading.yaml @@ -0,0 +1,30 @@ +name: pandas-dev-313-freethreading +channels: + - conda-forge +dependencies: + - python-freethreading + + # build dependencies + - setuptools + - versioneer + - meson=1.8.0 + - meson-python=0.18.0 + + # test dependencies + - pytest>=7.3.2 + - pytest-xdist>=3.4.0 + + # required dependencies + - python-dateutil + - numpy + + # optional dependencies + - hypothesis>=6.84.0 + + # Move Cython to build dependencies, once they release a version that supports freethreading + - pip: + # No free-threaded coveragepy (with the C-extension) on conda-forge yet + - pytest-cov + - "tzdata>=2022.7" + - "--extra-index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple" + - "cython" From 341f1612a984e6d990ffa1d3302a220deeadad92 Mon Sep 17 00:00:00 2001 From: Thomas Li <47963215+lithomas1@users.noreply.github.com> Date: Thu, 15 May 2025 21:14:44 -0400 Subject: [PATCH 20/76] BLD: Try using shared memory utilities in Cython to reduce wheel sizes (#61384) * BLD: Try using shared memory utilities in Cython to reduce wheel sizes * fix syntax * maybe fix? * switch keyword order? * try putting as list? * try the cython rc * add more version checks * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- meson.build | 21 +++++++++++++++++++++ pandas/_libs/meson.build | 6 ++++++ pandas/_libs/tslibs/meson.build | 6 ++++++ pandas/_libs/window/meson.build | 11 +++++++++-- pyproject.toml | 2 +- 5 files changed, 43 insertions(+), 3 deletions(-) diff --git a/meson.build b/meson.build index 66583095a6e77..6bf88cc772a59 100644 --- a/meson.build +++ b/meson.build @@ -47,6 +47,27 @@ endif cy = meson.get_compiler('cython') if cy.version().version_compare('>=3.1.0') add_project_arguments('-Xfreethreading_compatible=true', language: 'cython') + + # Use shared utility code to reduce wheel sizes + # copied from https://github.com/scikit-learn/scikit-learn/pull/31151/files + cy = find_program(cy.cmd_array()[0]) + cython_shared_src = custom_target( + install: false, + output: '_cyutility.c', + command: [ + cy, + '-3', + '--fast-fail', + '--generate-shared=' + meson.current_build_dir() / '_cyutility.c', + ], + ) + + py.extension_module( + '_cyutility', + cython_shared_src, + subdir: 'pandas/_libs', + install: true, + ) endif # Needed by pandas.test() when it looks for the pytest ini options diff --git a/pandas/_libs/meson.build b/pandas/_libs/meson.build index a50976767928a..33fc65e5034d0 100644 --- a/pandas/_libs/meson.build +++ b/pandas/_libs/meson.build @@ -148,6 +148,12 @@ if get_option('buildtype') == 'debug' cython_args += ['--gdb'] endif +# Use shared utility code to reduce wheel sizes +# copied from https://github.com/scikit-learn/scikit-learn/pull/31151/files +if cy.version().version_compare('>=3.1.0') + cython_args += ['--shared=pandas._libs._cyutility'] +endif + foreach ext_name, ext_dict : libs_sources py.extension_module( ext_name, diff --git a/pandas/_libs/tslibs/meson.build b/pandas/_libs/tslibs/meson.build index 052a8568b76af..ac43dc7db5fb7 100644 --- a/pandas/_libs/tslibs/meson.build +++ b/pandas/_libs/tslibs/meson.build @@ -28,6 +28,12 @@ if get_option('buildtype') == 'debug' cython_args += ['--gdb'] endif +# Use shared utility code to reduce wheel sizes +# copied from https://github.com/scikit-learn/scikit-learn/pull/31151/files +if cy.version().version_compare('>=3.1.0') + cython_args += ['--shared=pandas._libs._cyutility'] +endif + foreach ext_name, ext_dict : tslibs_sources py.extension_module( ext_name, diff --git a/pandas/_libs/window/meson.build b/pandas/_libs/window/meson.build index 1d49bba47e139..8c00a98b1241a 100644 --- a/pandas/_libs/window/meson.build +++ b/pandas/_libs/window/meson.build @@ -1,7 +1,14 @@ +cy_args = ['-X always_allow_keywords=true'] +# Use shared utility code to reduce wheel sizes +# copied from https://github.com/scikit-learn/scikit-learn/pull/31151/files +if cy.version().version_compare('>=3.1.0') + cython_args += ['--shared=pandas._libs._cyutility'] +endif + py.extension_module( 'aggregations', ['aggregations.pyx'], - cython_args: ['-X always_allow_keywords=true'], + cython_args: cy_args, include_directories: [inc_np, inc_pd], subdir: 'pandas/_libs/window', override_options: ['cython_language=cpp'], @@ -11,7 +18,7 @@ py.extension_module( py.extension_module( 'indexers', ['indexers.pyx'], - cython_args: ['-X always_allow_keywords=true'], + cython_args: cy_args, include_directories: [inc_np, inc_pd], subdir: 'pandas/_libs/window', install: true, diff --git a/pyproject.toml b/pyproject.toml index adaec5458c035..527c656e9dec4 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,7 @@ requires = [ "meson-python>=0.13.1", "meson>=1.2.1,<2", "wheel", - "Cython~=3.0.5", # Note: sync with setup.py, environment.yml and asv.conf.json + "Cython==3.1.0rc1", # Note: sync with setup.py, environment.yml and asv.conf.json # Force numpy higher than 2.0rc1, so that built wheels are compatible # with both numpy 1 and 2 "numpy>=2.0.0rc1", From 17f0dd6233a881702b36a301f4b8dd82f7d9f9a8 Mon Sep 17 00:00:00 2001 From: Ralf Gommers Date: Fri, 16 May 2025 17:54:59 +0200 Subject: [PATCH 21/76] CI: clean up wheel build workarounds now that Cython 3.1.0 is out (#61446) --- .gitattributes | 2 -- .github/workflows/wheels.yml | 4 ---- MANIFEST.in | 2 -- pyproject.toml | 4 ++-- scripts/cibw_before_build.sh | 8 -------- scripts/cibw_before_build_windows.sh | 13 ------------- 6 files changed, 2 insertions(+), 31 deletions(-) delete mode 100644 scripts/cibw_before_build_windows.sh diff --git a/.gitattributes b/.gitattributes index d94c19e7edb1f..bc7dec642df0f 100644 --- a/.gitattributes +++ b/.gitattributes @@ -84,5 +84,3 @@ pandas/tests/io/parser/data export-ignore # Include cibw script in sdist since it's needed for building wheels scripts/cibw_before_build.sh -export-ignore -scripts/cibw_before_build_windows.sh -export-ignore -scripts/cibw_before_test_windows.sh -export-ignore diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml index 512db65e866b4..af9c48c57c535 100644 --- a/.github/workflows/wheels.yml +++ b/.github/workflows/wheels.yml @@ -102,10 +102,6 @@ jobs: # TODO: support PyPy? python: [["cp310", "3.10"], ["cp311", "3.11"], ["cp312", "3.12"], ["cp313", "3.13"], ["cp313t", "3.13"]] include: - # TODO: Remove this plus installing build deps in cibw_before_build.sh - # after pandas can be built with a released NumPy/Cython - - python: ["cp313t", "3.13"] - cibw_build_frontend: 'pip; args: --no-build-isolation' # Build Pyodide wheels and upload them to Anaconda.org # NOTE: this job is similar to the one in unit-tests.yml except for the fact # that it uses cibuildwheel instead of a standard Pyodide xbuildenv setup. diff --git a/MANIFEST.in b/MANIFEST.in index c59151f340545..a7d7d7eb4e062 100644 --- a/MANIFEST.in +++ b/MANIFEST.in @@ -65,5 +65,3 @@ graft pandas/_libs/include # Include cibw script in sdist since it's needed for building wheels include scripts/cibw_before_build.sh -include scripts/cibw_before_build_windows.sh -include scripts/cibw_before_test_windows.sh diff --git a/pyproject.toml b/pyproject.toml index 527c656e9dec4..370bd0e0605cb 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -154,12 +154,12 @@ test-command = """ pd.test(extra_args=["-m not clipboard and not single_cpu and not slow and not network and not db", "-n 2", "--no-strict-data-files"]); \ pd.test(extra_args=["-m not clipboard and single_cpu and not slow and not network and not db", "--no-strict-data-files"]);' \ """ -free-threaded-support = true +enable = ["cpython-freethreading"] before-build = "PACKAGE_DIR={package} bash {package}/scripts/cibw_before_build.sh" [tool.cibuildwheel.windows] environment = {} -before-build = "pip install delvewheel && bash {package}/scripts/cibw_before_build_windows.sh" +before-build = "pip install delvewheel" test-command = """ set PANDAS_CI='1' && \ python -c "import pandas as pd; \ diff --git a/scripts/cibw_before_build.sh b/scripts/cibw_before_build.sh index d326dd3637314..274848972bd7e 100644 --- a/scripts/cibw_before_build.sh +++ b/scripts/cibw_before_build.sh @@ -3,11 +3,3 @@ for file in $PACKAGE_DIR/LICENSES/*; do cat $file >> $PACKAGE_DIR/LICENSE done - -# TODO: Delete when there's a PyPI Cython release that supports free-threaded Python 3.13. -FREE_THREADED_BUILD="$(python -c"import sysconfig; print(bool(sysconfig.get_config_var('Py_GIL_DISABLED')))")" -if [[ $FREE_THREADED_BUILD == "True" ]]; then - python -m pip install -U pip - python -m pip install -i https://pypi.anaconda.org/scientific-python-nightly-wheels/simple cython - python -m pip install numpy ninja meson-python versioneer[toml] -fi diff --git a/scripts/cibw_before_build_windows.sh b/scripts/cibw_before_build_windows.sh deleted file mode 100644 index 8f001db566a1d..0000000000000 --- a/scripts/cibw_before_build_windows.sh +++ /dev/null @@ -1,13 +0,0 @@ -#!/bin/bash -# Add 3rd party licenses, like numpy does -for file in $PACKAGE_DIR/LICENSES/*; do - cat $file >> $PACKAGE_DIR/LICENSE -done - -# TODO: Delete when there's a PyPI Cython release that supports free-threaded Python 3.13 -FREE_THREADED_BUILD="$(python -c"import sysconfig; print(bool(sysconfig.get_config_var('Py_GIL_DISABLED')))")" -if [[ $FREE_THREADED_BUILD == "True" ]]; then - python -m pip install -U pip - python -m pip install -i https://pypi.anaconda.org/scientific-python-nightly-wheels/simple cython - python -m pip install ninja meson-python versioneer[toml] numpy -fi From 3543e960064979976516792a2d6dc92b20ba3843 Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Fri, 16 May 2025 13:59:15 -0700 Subject: [PATCH 22/76] DOC: Skip parallel_coordinaes, andrews_curves doctests (#61448) Skip parallel_coordinaes, andrews_curves doctests --- pandas/plotting/_misc.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pandas/plotting/_misc.py b/pandas/plotting/_misc.py index 75ff40f1eca90..6b2b89ee2618c 100644 --- a/pandas/plotting/_misc.py +++ b/pandas/plotting/_misc.py @@ -412,7 +412,7 @@ def andrews_curves( >>> df = pd.read_csv( ... "https://raw.githubusercontent.com/pandas-dev/" ... "pandas/main/pandas/tests/io/data/csv/iris.csv" - ... ) + ... ) # doctest: +SKIP >>> pd.plotting.andrews_curves(df, "Name") # doctest: +SKIP """ plot_backend = _get_plot_backend("matplotlib") @@ -551,7 +551,7 @@ def parallel_coordinates( >>> df = pd.read_csv( ... "https://raw.githubusercontent.com/pandas-dev/" ... "pandas/main/pandas/tests/io/data/csv/iris.csv" - ... ) + ... ) # doctest: +SKIP >>> pd.plotting.parallel_coordinates( ... df, "Name", color=("#556270", "#4ECDC4", "#C7F464") ... ) # doctest: +SKIP From 5aa78c019649a291456788bc3a808452a387884b Mon Sep 17 00:00:00 2001 From: William Andrea <22385371+wjandrea@users.noreply.github.com> Date: Fri, 16 May 2025 21:21:58 -0300 Subject: [PATCH 23/76] DOC: fix typo in merging.rst (#61449) "order data" --- doc/source/user_guide/merging.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/user_guide/merging.rst b/doc/source/user_guide/merging.rst index e96d18be8a0c5..af377dd7a32f2 100644 --- a/doc/source/user_guide/merging.rst +++ b/doc/source/user_guide/merging.rst @@ -957,7 +957,7 @@ location. :func:`merge_ordered` --------------------- -:func:`merge_ordered` combines order data such as numeric or time series data +:func:`merge_ordered` combines ordered data such as numeric or time series data with optional filling of missing data with ``fill_method``. .. ipython:: python From 5b0767a3a61a133a74de8a36e230dcb8559e991b Mon Sep 17 00:00:00 2001 From: Arthur Laureus Wigo <126365160+arthurlw@users.noreply.github.com> Date: Sun, 18 May 2025 12:31:45 -0700 Subject: [PATCH 24/76] DOC: User Guide Page on user-defined functions (#61195) --- doc/source/user_guide/index.rst | 1 + .../user_guide/user_defined_functions.rst | 305 ++++++++++++++++++ 2 files changed, 306 insertions(+) create mode 100644 doc/source/user_guide/user_defined_functions.rst diff --git a/doc/source/user_guide/index.rst b/doc/source/user_guide/index.rst index f0d6a76f0de5b..230b2b86b2ffd 100644 --- a/doc/source/user_guide/index.rst +++ b/doc/source/user_guide/index.rst @@ -78,6 +78,7 @@ Guides boolean visualization style + user_defined_functions groupby window timeseries diff --git a/doc/source/user_guide/user_defined_functions.rst b/doc/source/user_guide/user_defined_functions.rst new file mode 100644 index 0000000000000..c2472b3c229db --- /dev/null +++ b/doc/source/user_guide/user_defined_functions.rst @@ -0,0 +1,305 @@ +.. _user_defined_functions: + +{{ header }} + +***************************** +User-Defined Functions (UDFs) +***************************** + +In pandas, User-Defined Functions (UDFs) provide a way to extend the library’s +functionality by allowing users to apply custom computations to their data. While +pandas comes with a set of built-in functions for data manipulation, UDFs offer +flexibility when built-in methods are not sufficient. These functions can be +applied at different levels: element-wise, row-wise, column-wise, or group-wise, +and behave differently, depending on the method used. + +Here’s a simple example to illustrate a UDF applied to a Series: + +.. ipython:: python + + s = pd.Series([1, 2, 3]) + + # Simple UDF that adds 1 to a value + def add_one(x): + return x + 1 + + # Apply the function element-wise using .map + s.map(add_one) + +You can also apply UDFs to an entire DataFrame. For example: + +.. ipython:: python + + df = pd.DataFrame({"A": [1, 2, 3], "B": [10, 20, 30]}) + + # UDF that takes a row and returns the sum of columns A and B + def sum_row(row): + return row["A"] + row["B"] + + # Apply the function row-wise (axis=1 means apply across columns per row) + df.apply(sum_row, axis=1) + + +Why Not To Use User-Defined Functions +------------------------------------- + +While UDFs provide flexibility, they come with significant drawbacks, primarily +related to performance and behavior. When using UDFs, pandas must perform inference +on the result, and that inference could be incorrect. Furthermore, unlike vectorized operations, +UDFs are slower because pandas can't optimize their computations, leading to +inefficient processing. + +.. note:: + In general, most tasks can and should be accomplished using pandas’ built-in methods or vectorized operations. + +Despite their drawbacks, UDFs can be helpful when: + +* **Custom Computations Are Needed**: Implementing complex logic or domain-specific calculations that pandas' + built-in methods cannot handle. +* **Extending pandas' Functionality**: Applying external libraries or specialized algorithms unavailable in pandas. +* **Handling Complex Grouped Operations**: Performing operations on grouped data that standard methods do not support. + +For example: + +.. code-block:: python + + from sklearn.linear_model import LinearRegression + + # Sample data + df = pd.DataFrame({ + 'group': ['A', 'A', 'A', 'B', 'B', 'B'], + 'x': [1, 2, 3, 1, 2, 3], + 'y': [2, 4, 6, 1, 2, 1.5] + }) + + # Function to fit a model to each group + def fit_model(group): + model = LinearRegression() + model.fit(group[['x']], group['y']) + group['y_pred'] = model.predict(group[['x']]) + return group + + result = df.groupby('group').apply(fit_model) + + +Methods that support User-Defined Functions +------------------------------------------- + +User-Defined Functions can be applied across various pandas methods: + ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| Method | Function Input | Function Output | Description | ++============================+========================+==========================+==============================================================================================================================================+ +| :meth:`map` | Scalar | Scalar | Apply a function to each element | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`apply` (axis=0) | Column (Series) | Column (Series) | Apply a function to each column | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`apply` (axis=1) | Row (Series) | Row (Series) | Apply a function to each row | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`agg` | Series/DataFrame | Scalar or Series | Aggregate and summarizes values, e.g., sum or custom reducer | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`transform` (axis=0) | Column (Series) | Column(Series) | Same as :meth:`apply` with (axis=0), but it raises an exception if the function changes the shape of the data | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`transform` (axis=1) | Row (Series) | Row (Series) | Same as :meth:`apply` with (axis=1), but it raises an exception if the function changes the shape of the data | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`filter` | Series or DataFrame | Boolean | Only accepts UDFs in group by. Function is called for each group, and the group is removed from the result if the function returns ``False`` | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :meth:`pipe` | Series/DataFrame | Series/DataFrame | Chain functions together to apply to Series or Dataframe | ++----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ + +When applying UDFs in pandas, it is essential to select the appropriate method based +on your specific task. Each method has its strengths and is designed for different use +cases. Understanding the purpose and behavior of each method will help you make informed +decisions, ensuring more efficient and maintainable code. + +.. note:: + Some of these methods are can also be applied to groupby, resample, and various window objects. + See :ref:`groupby`, :ref:`resample()`, :ref:`rolling()`, :ref:`expanding()`, + and :ref:`ewm()` for details. + + +:meth:`DataFrame.apply` +~~~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`apply` method allows you to apply UDFs along either rows or columns. While flexible, +it is slower than vectorized operations and should be used only when you need operations +that cannot be achieved with built-in pandas functions. + +When to use: :meth:`apply` is suitable when no alternative vectorized method or UDF method is available, +but consider optimizing performance with vectorized operations wherever possible. + +:meth:`DataFrame.agg` +~~~~~~~~~~~~~~~~~~~~~ + +If you need to aggregate data, :meth:`agg` is a better choice than apply because it is +specifically designed for aggregation operations. + +When to use: Use :meth:`agg` for performing custom aggregations, where the operation returns +a scalar value on each input. + +:meth:`DataFrame.transform` +~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`transform` method is ideal for performing element-wise transformations while preserving the shape of the original DataFrame. +It is generally faster than apply because it can take advantage of pandas' internal optimizations. + +When to use: When you need to perform element-wise transformations that retain the original structure of the DataFrame. + +.. code-block:: python + + from sklearn.linear_model import LinearRegression + + df = pd.DataFrame({ + 'group': ['A', 'A', 'A', 'B', 'B', 'B'], + 'x': [1, 2, 3, 1, 2, 3], + 'y': [2, 4, 6, 1, 2, 1.5] + }).set_index("x") + + # Function to fit a model to each group + def fit_model(group): + x = group.index.to_frame() + y = group + model = LinearRegression() + model.fit(x, y) + pred = model.predict(x) + return pred + + result = df.groupby('group').transform(fit_model) + +:meth:`DataFrame.filter` +~~~~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`filter` method is used to select subsets of the DataFrame’s +columns or row. It is useful when you want to extract specific columns or rows that +match particular conditions. + +When to use: Use :meth:`filter` when you want to use a UDF to create a subset of a DataFrame or Series + +.. note:: + :meth:`DataFrame.filter` does not accept UDFs, but can accept + list comprehensions that have UDFs applied to them. + +.. ipython:: python + + # Sample DataFrame + df = pd.DataFrame({ + 'AA': [1, 2, 3], + 'BB': [4, 5, 6], + 'C': [7, 8, 9], + 'D': [10, 11, 12] + }) + + # Function that filters out columns where the name is longer than 1 character + def is_long_name(column_name): + return len(column_name) > 1 + + df_filtered = df.filter(items=[col for col in df.columns if is_long_name(col)]) + print(df_filtered) + +Since filter does not directly accept a UDF, you have to apply the UDF indirectly, +for example, by using list comprehensions. + +:meth:`DataFrame.map` +~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`map` method is used specifically to apply element-wise UDFs. + +When to use: Use :meth:`map` for applying element-wise UDFs to DataFrames or Series. + +:meth:`DataFrame.pipe` +~~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`pipe` method is useful for chaining operations together into a clean and readable pipeline. +It is a helpful tool for organizing complex data processing workflows. + +When to use: Use :meth:`pipe` when you need to create a pipeline of operations and want to keep the code readable and maintainable. + + +Performance +----------- + +While UDFs provide flexibility, their use is generally discouraged as they can introduce +performance issues, especially when written in pure Python. To improve efficiency, +consider using built-in ``NumPy`` or ``pandas`` functions instead of UDFs +for common operations. + +.. note:: + If performance is critical, explore **vectorized operations** before resorting + to UDFs. + +Vectorized Operations +~~~~~~~~~~~~~~~~~~~~~ + +Below is a comparison of using UDFs versus using Vectorized Operations: + +.. code-block:: python + + # User-defined function + def calc_ratio(row): + return 100 * (row["one"] / row["two"]) + + df["new_col"] = df.apply(calc_ratio, axis=1) + + # Vectorized Operation + df["new_col2"] = 100 * (df["one"] / df["two"]) + +Measuring how long each operation takes: + +.. code-block:: text + + User-defined function: 5.6435 secs + Vectorized: 0.0043 secs + +Vectorized operations in pandas are significantly faster than using :meth:`DataFrame.apply` +with UDFs because they leverage highly optimized C functions +via ``NumPy`` to process entire arrays at once. This approach avoids the overhead of looping +through rows in Python and making separate function calls for each row, which is slow and +inefficient. Additionally, ``NumPy`` arrays benefit from memory efficiency and CPU-level +optimizations, making vectorized operations the preferred choice whenever possible. + + +Improving Performance with UDFs +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +In scenarios where UDFs are necessary, there are still ways to mitigate their performance drawbacks. +One approach is to use **Numba**, a Just-In-Time (JIT) compiler that can significantly speed up numerical +Python code by compiling Python functions to optimized machine code at runtime. + +By annotating your UDFs with ``@numba.jit``, you can achieve performance closer to vectorized operations, +especially for computationally heavy tasks. + +.. note:: + You may also refer to the user guide on `Enhancing performance `_ + for a more detailed guide to using **Numba**. + +Using :meth:`DataFrame.pipe` for Composable Logic +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Another useful pattern for improving readability and composability, especially when mixing +vectorized logic with UDFs, is to use the :meth:`DataFrame.pipe` method. + +:meth:`DataFrame.pipe` doesn't improve performance directly, but it enables cleaner +method chaining by passing the entire object into a function. This is especially helpful +when chaining custom transformations: + +.. code-block:: python + + def add_ratio_column(df): + df["ratio"] = 100 * (df["one"] / df["two"]) + return df + + df = ( + df + .query("one > 0") + .pipe(add_ratio_column) + .dropna() + ) + +This is functionally equivalent to calling ``add_ratio_column(df)``, but keeps your code +clean and composable. The function you pass to :meth:`DataFrame.pipe` can use vectorized operations, +row-wise UDFs, or any other logic; :meth:`DataFrame.pipe` is agnostic. + +.. note:: + While :meth:`DataFrame.pipe` does not improve performance on its own, + it promotes clean, modular design and allows both vectorized and UDF-based logic + to be composed in method chains. From 6177e2233974643d17d1560a4d61804800534900 Mon Sep 17 00:00:00 2001 From: Joris Van den Bossche Date: Mon, 19 May 2025 17:51:39 +0200 Subject: [PATCH 25/76] API (string dtype): implement hierarchy (NA > NaN, pyarrow > python) for consistent comparisons between different string dtypes (#61138) * API (string dtype): implement hierarchy (NA > NaN, pyarrow > python) for consistent comparisons between different string dtypes * fix string arith tests * fix for build without pyarrow * fix xfail condition * fix type annotation * re-add test with list * cleanup * Fix ArrowExtensionArray and add whatsnew * fixup --------- Co-authored-by: Richard Shadrach Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> --- doc/source/whatsnew/v2.3.0.rst | 16 +++- pandas/core/arrays/arrow/array.py | 5 +- pandas/core/arrays/string_.py | 25 ++++++- pandas/core/arrays/string_arrow.py | 8 ++ pandas/core/ops/invalid.py | 2 +- pandas/tests/arrays/string_/test_string.py | 87 +++++++++++++++++++--- pandas/tests/extension/test_string.py | 12 ++- 7 files changed, 132 insertions(+), 23 deletions(-) diff --git a/doc/source/whatsnew/v2.3.0.rst b/doc/source/whatsnew/v2.3.0.rst index ac74e6a8e5f77..65bd941800294 100644 --- a/doc/source/whatsnew/v2.3.0.rst +++ b/doc/source/whatsnew/v2.3.0.rst @@ -50,10 +50,20 @@ Notable bug fixes These are bug fixes that might have notable behavior changes. -.. _whatsnew_230.notable_bug_fixes.notable_bug_fix1: +.. _whatsnew_230.notable_bug_fixes.string_comparisons: -notable_bug_fix1 -^^^^^^^^^^^^^^^^ +Comparisons between different string dtypes +^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ + +In previous versions, comparing Series of different string dtypes (e.g. ``pd.StringDtype("pyarrow", na_value=pd.NA)`` against ``pd.StringDtype("python", na_value=np.nan)``) would result in inconsistent resulting dtype or incorrectly raise. pandas will now use the hierarchy + + object < (python, NaN) < (pyarrow, NaN) < (python, NA) < (pyarrow, NA) + +in determining the result dtype when there are different string dtypes compared. Some examples: + +- When ``pd.StringDtype("pyarrow", na_value=pd.NA)`` is compared against any other string dtype, the result will always be ``boolean[pyarrow]``. +- When ``pd.StringDtype("python", na_value=pd.NA)`` is compared against ``pd.StringDtype("pyarrow", na_value=np.nan)``, the result will be ``boolean``, the NumPy-backed nullable extension array. +- When ``pd.StringDtype("python", na_value=pd.NA)`` is compared against ``pd.StringDtype("python", na_value=np.nan)``, the result will be ``boolean``, the NumPy-backed nullable extension array. .. _whatsnew_230.api_changes: diff --git a/pandas/core/arrays/arrow/array.py b/pandas/core/arrays/arrow/array.py index d7187b57a69e4..0b90bcea35100 100644 --- a/pandas/core/arrays/arrow/array.py +++ b/pandas/core/arrays/arrow/array.py @@ -33,7 +33,6 @@ infer_dtype_from_scalar, ) from pandas.core.dtypes.common import ( - CategoricalDtype, is_array_like, is_bool_dtype, is_float_dtype, @@ -730,9 +729,7 @@ def __setstate__(self, state) -> None: def _cmp_method(self, other, op) -> ArrowExtensionArray: pc_func = ARROW_CMP_FUNCS[op.__name__] - if isinstance( - other, (ArrowExtensionArray, np.ndarray, list, BaseMaskedArray) - ) or isinstance(getattr(other, "dtype", None), CategoricalDtype): + if isinstance(other, (ExtensionArray, np.ndarray, list)): try: result = pc_func(self._pa_array, self._box_pa(other)) except pa.ArrowNotImplementedError: diff --git a/pandas/core/arrays/string_.py b/pandas/core/arrays/string_.py index ac758d0ef093c..8048306df91a2 100644 --- a/pandas/core/arrays/string_.py +++ b/pandas/core/arrays/string_.py @@ -1015,7 +1015,30 @@ def searchsorted( return super().searchsorted(value=value, side=side, sorter=sorter) def _cmp_method(self, other, op): - from pandas.arrays import BooleanArray + from pandas.arrays import ( + ArrowExtensionArray, + BooleanArray, + ) + + if ( + isinstance(other, BaseStringArray) + and self.dtype.na_value is not libmissing.NA + and other.dtype.na_value is libmissing.NA + ): + # NA has priority of NaN semantics + return NotImplemented + + if isinstance(other, ArrowExtensionArray): + if isinstance(other, BaseStringArray): + # pyarrow storage has priority over python storage + # (except if we have NA semantics and other not) + if not ( + self.dtype.na_value is libmissing.NA + and other.dtype.na_value is not libmissing.NA + ): + return NotImplemented + else: + return NotImplemented if isinstance(other, StringArray): other = other._ndarray diff --git a/pandas/core/arrays/string_arrow.py b/pandas/core/arrays/string_arrow.py index a39d64429d162..9668981df827b 100644 --- a/pandas/core/arrays/string_arrow.py +++ b/pandas/core/arrays/string_arrow.py @@ -473,6 +473,14 @@ def value_counts(self, dropna: bool = True) -> Series: return result def _cmp_method(self, other, op): + if ( + isinstance(other, (BaseStringArray, ArrowExtensionArray)) + and self.dtype.na_value is not libmissing.NA + and other.dtype.na_value is libmissing.NA + ): + # NA has priority of NaN semantics + return NotImplemented + result = super()._cmp_method(other, op) if self.dtype.na_value is np.nan: if op == operator.ne: diff --git a/pandas/core/ops/invalid.py b/pandas/core/ops/invalid.py index 395db1617cb63..62aa79a881717 100644 --- a/pandas/core/ops/invalid.py +++ b/pandas/core/ops/invalid.py @@ -25,7 +25,7 @@ def invalid_comparison( left: ArrayLike, - right: ArrayLike | Scalar, + right: ArrayLike | list | Scalar, op: Callable[[Any, Any], bool], ) -> npt.NDArray[np.bool_]: """ diff --git a/pandas/tests/arrays/string_/test_string.py b/pandas/tests/arrays/string_/test_string.py index 5670fad7e2f4f..736c0e1782fc0 100644 --- a/pandas/tests/arrays/string_/test_string.py +++ b/pandas/tests/arrays/string_/test_string.py @@ -10,10 +10,12 @@ from pandas._config import using_string_dtype +from pandas.compat import HAS_PYARROW from pandas.compat.pyarrow import ( pa_version_under12p0, pa_version_under19p0, ) +import pandas.util._test_decorators as td from pandas.core.dtypes.common import is_dtype_equal @@ -45,6 +47,25 @@ def cls(dtype): return dtype.construct_array_type() +def string_dtype_highest_priority(dtype1, dtype2): + if HAS_PYARROW: + DTYPE_HIERARCHY = [ + pd.StringDtype("python", na_value=np.nan), + pd.StringDtype("pyarrow", na_value=np.nan), + pd.StringDtype("python", na_value=pd.NA), + pd.StringDtype("pyarrow", na_value=pd.NA), + ] + else: + DTYPE_HIERARCHY = [ + pd.StringDtype("python", na_value=np.nan), + pd.StringDtype("python", na_value=pd.NA), + ] + + h1 = DTYPE_HIERARCHY.index(dtype1) + h2 = DTYPE_HIERARCHY.index(dtype2) + return DTYPE_HIERARCHY[max(h1, h2)] + + def test_dtype_constructor(): pytest.importorskip("pyarrow") @@ -331,13 +352,18 @@ def test_comparison_methods_scalar_not_string(comparison_op, dtype): tm.assert_extension_array_equal(result, expected) -def test_comparison_methods_array(comparison_op, dtype): +def test_comparison_methods_array(comparison_op, dtype, dtype2): op_name = f"__{comparison_op.__name__}__" a = pd.array(["a", None, "c"], dtype=dtype) - other = [None, None, "c"] - result = getattr(a, op_name)(other) - if dtype.na_value is np.nan: + other = pd.array([None, None, "c"], dtype=dtype2) + result = comparison_op(a, other) + + # ensure operation is commutative + result2 = comparison_op(other, a) + tm.assert_equal(result, result2) + + if dtype.na_value is np.nan and dtype2.na_value is np.nan: if operator.ne == comparison_op: expected = np.array([True, True, False]) else: @@ -345,11 +371,56 @@ def test_comparison_methods_array(comparison_op, dtype): expected[-1] = getattr(other[-1], op_name)(a[-1]) tm.assert_numpy_array_equal(result, expected) - result = getattr(a, op_name)(pd.NA) + else: + max_dtype = string_dtype_highest_priority(dtype, dtype2) + if max_dtype.storage == "python": + expected_dtype = "boolean" + else: + expected_dtype = "bool[pyarrow]" + + expected = np.full(len(a), fill_value=None, dtype="object") + expected[-1] = getattr(other[-1], op_name)(a[-1]) + expected = pd.array(expected, dtype=expected_dtype) + tm.assert_extension_array_equal(result, expected) + + +@td.skip_if_no("pyarrow") +def test_comparison_methods_array_arrow_extension(comparison_op, dtype2): + # Test pd.ArrowDtype(pa.string()) against other string arrays + import pyarrow as pa + + op_name = f"__{comparison_op.__name__}__" + dtype = pd.ArrowDtype(pa.string()) + a = pd.array(["a", None, "c"], dtype=dtype) + other = pd.array([None, None, "c"], dtype=dtype2) + result = comparison_op(a, other) + + # ensure operation is commutative + result2 = comparison_op(other, a) + tm.assert_equal(result, result2) + + expected = pd.array([None, None, True], dtype="bool[pyarrow]") + expected[-1] = getattr(other[-1], op_name)(a[-1]) + tm.assert_extension_array_equal(result, expected) + + +def test_comparison_methods_list(comparison_op, dtype): + op_name = f"__{comparison_op.__name__}__" + + a = pd.array(["a", None, "c"], dtype=dtype) + other = [None, None, "c"] + result = comparison_op(a, other) + + # ensure operation is commutative + result2 = comparison_op(other, a) + tm.assert_equal(result, result2) + + if dtype.na_value is np.nan: if operator.ne == comparison_op: - expected = np.array([True, True, True]) + expected = np.array([True, True, False]) else: expected = np.array([False, False, False]) + expected[-1] = getattr(other[-1], op_name)(a[-1]) tm.assert_numpy_array_equal(result, expected) else: @@ -359,10 +430,6 @@ def test_comparison_methods_array(comparison_op, dtype): expected = pd.array(expected, dtype=expected_dtype) tm.assert_extension_array_equal(result, expected) - result = getattr(a, op_name)(pd.NA) - expected = pd.array([None, None, None], dtype=expected_dtype) - tm.assert_extension_array_equal(result, expected) - def test_constructor_raises(cls): if cls is pd.arrays.StringArray: diff --git a/pandas/tests/extension/test_string.py b/pandas/tests/extension/test_string.py index 25129111180d6..96c014f549056 100644 --- a/pandas/tests/extension/test_string.py +++ b/pandas/tests/extension/test_string.py @@ -31,6 +31,7 @@ from pandas.api.types import is_string_dtype from pandas.core.arrays import ArrowStringArray from pandas.core.arrays.string_ import StringDtype +from pandas.tests.arrays.string_.test_string import string_dtype_highest_priority from pandas.tests.extension import base @@ -202,10 +203,13 @@ def _cast_pointwise_result(self, op_name: str, obj, other, pointwise_result): dtype = cast(StringDtype, tm.get_dtype(obj)) if op_name in ["__add__", "__radd__"]: cast_to = dtype + dtype_other = tm.get_dtype(other) if not isinstance(other, str) else None + if isinstance(dtype_other, StringDtype): + cast_to = string_dtype_highest_priority(dtype, dtype_other) elif dtype.na_value is np.nan: cast_to = np.bool_ # type: ignore[assignment] elif dtype.storage == "pyarrow": - cast_to = "boolean[pyarrow]" # type: ignore[assignment] + cast_to = "bool[pyarrow]" # type: ignore[assignment] else: cast_to = "boolean" # type: ignore[assignment] return pointwise_result.astype(cast_to) @@ -236,10 +240,10 @@ def test_arith_series_with_array( if ( using_infer_string and all_arithmetic_operators == "__radd__" - and ( - (dtype.na_value is pd.NA) or (dtype.storage == "python" and HAS_PYARROW) - ) + and dtype.na_value is pd.NA + and (HAS_PYARROW or dtype.storage == "pyarrow") ): + # TODO(infer_string) mark = pytest.mark.xfail( reason="The pointwise operation result will be inferred to " "string[nan, pyarrow], which does not match the input dtype" From ae8ea3e017481a47ab2635b6fe18572b280e3824 Mon Sep 17 00:00:00 2001 From: Abhinav <61010675+iabhi4@users.noreply.github.com> Date: Mon, 19 May 2025 08:54:49 -0700 Subject: [PATCH 26/76] BUG: Fix DataFrame constructor misclassification of array-like with 'name' attribute (#61443) (#61451) * BUG: Fix DataFrame constructor misclassification of array-like with 'name' attribute Previously, any object with a .name attribute (like some vtkArray-like objects) was assumed to be a Series or Index, causing the constructor to misinterpret the input. This fix ensures we only apply the named-Index/Series logic when the input is actually an instance of ABCSeries or ABCIndex *and* has a non-None name. Closes #61443. * Apply pre-commit fixes: isort and remove unused type ignore * TST/CLN: Add issue reference in test and update whatsnew for GH#61443 --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/frame.py | 8 ++++++-- pandas/tests/frame/test_constructors.py | 13 +++++++++++++ 3 files changed, 20 insertions(+), 2 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 6642f5855f4fe..79b304e7979e0 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -904,6 +904,7 @@ Other - Bug in ``Series.list`` methods not preserving the original name. (:issue:`60522`) - Bug in printing a :class:`DataFrame` with a :class:`DataFrame` stored in :attr:`DataFrame.attrs` raised a ``ValueError`` (:issue:`60455`) - Bug in printing a :class:`Series` with a :class:`DataFrame` stored in :attr:`Series.attrs` raised a ``ValueError`` (:issue:`60568`) +- Fixed bug where the :class:`DataFrame` constructor misclassified array-like objects with a ``.name`` attribute as :class:`Series` or :class:`Index` (:issue:`61443`) - Fixed regression in :meth:`DataFrame.from_records` not initializing subclasses properly (:issue:`57008`) .. ***DO NOT USE THIS SECTION*** diff --git a/pandas/core/frame.py b/pandas/core/frame.py index 6158e19737185..d5c506d712563 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -112,6 +112,10 @@ BaseMaskedDtype, ExtensionDtype, ) +from pandas.core.dtypes.generic import ( + ABCIndex, + ABCSeries, +) from pandas.core.dtypes.missing import ( isna, notna, @@ -795,12 +799,12 @@ def __init__( dtype, copy, ) - elif getattr(data, "name", None) is not None: + elif isinstance(data, (ABCSeries, ABCIndex)) and data.name is not None: # i.e. Series/Index with non-None name mgr = dict_to_mgr( # error: Item "ndarray" of "Union[ndarray, Series, Index]" has no # attribute "name" - {data.name: data}, # type: ignore[union-attr] + {data.name: data}, index, columns, dtype=dtype, diff --git a/pandas/tests/frame/test_constructors.py b/pandas/tests/frame/test_constructors.py index 037a2ae294bb2..2426c89dbcff5 100644 --- a/pandas/tests/frame/test_constructors.py +++ b/pandas/tests/frame/test_constructors.py @@ -2780,6 +2780,19 @@ def test_construction_nan_value_timedelta64_dtype(self): ) tm.assert_frame_equal(result, expected) + def test_dataframe_from_array_like_with_name_attribute(self): + # GH#61443 + class DummyArray(np.ndarray): + def __new__(cls, input_array): + obj = np.asarray(input_array).view(cls) + obj.name = "foo" + return obj + + dummy = DummyArray(np.eye(3)) + df = DataFrame(dummy) + expected = DataFrame(np.eye(3)) + tm.assert_frame_equal(df, expected) + class TestDataFrameConstructorIndexInference: def test_frame_from_dict_of_series_overlapping_monthly_period_indexes(self): From 6879598d495904f3c0a4723bb140296348c49fbd Mon Sep 17 00:00:00 2001 From: Kevin Amparado <109636487+KevsterAmp@users.noreply.github.com> Date: Tue, 20 May 2025 00:00:40 +0800 Subject: [PATCH 27/76] DOC: change `pandas.DataFrame.unstack`'s `fill_value` param to scalar (#61459) change fill_value param to scalar --- pandas/core/frame.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index d5c506d712563..ce0776b7ef1fd 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -9858,7 +9858,7 @@ def unstack( ---------- level : int, str, or list of these, default -1 (last level) Level(s) of index to unstack, can pass level name. - fill_value : int, str or dict + fill_value : scalar Replace NaN with this value if the unstack produces missing values. sort : bool, default True Sort the level(s) in the resulting MultiIndex columns. From 801bb24694ce32d04f9b1160c7dcb0e5ac2a8465 Mon Sep 17 00:00:00 2001 From: Irv Lustig Date: Mon, 19 May 2025 12:11:23 -0400 Subject: [PATCH 28/76] TYP: Update typing for 3.10 (#61453) * update typing for 3.10 * add 2 more TypeAlias * add 2 more TypeAlias * fix hook for stubtest - make it work on Windows. remove combine from nattype.pyi --- .pre-commit-config.yaml | 2 +- pandas/_libs/arrays.pyi | 2 +- pandas/_libs/hashtable.pyi | 2 +- pandas/_libs/internals.pyi | 4 +- pandas/_libs/json.pyi | 2 +- pandas/_libs/lib.pyi | 8 +- pandas/_libs/ops.pyi | 6 +- pandas/_libs/parsers.pyi | 2 +- pandas/_libs/properties.pyi | 2 +- pandas/_libs/sparse.pyi | 2 +- pandas/_libs/testing.pyi | 2 +- pandas/_libs/tslibs/nattype.pyi | 3 - pandas/_libs/tslibs/offsets.pyi | 2 +- pandas/_libs/tslibs/timezones.pyi | 2 +- pandas/_libs/tslibs/tzconversion.pyi | 2 +- pandas/_libs/window/aggregations.pyi | 2 +- pandas/_libs/window/aggregations.pyx | 4 +- pandas/_testing/contexts.py | 5 +- pandas/_typing.py | 290 +++++++++++----------- pandas/core/interchange/from_dataframe.py | 1 - pandas/core/internals/__init__.py | 4 +- scripts/run_stubtest.py | 8 +- 22 files changed, 177 insertions(+), 180 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 6514d43209c77..af93c7f6c76b9 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -140,7 +140,7 @@ repos: pass_filenames: false types: [python] stages: [manual] - - id: mypy + - id: stubtest # note: assumes python env is setup and activated # note: requires pandas dev to be installed name: mypy (stubtest) diff --git a/pandas/_libs/arrays.pyi b/pandas/_libs/arrays.pyi index dda23d9dec98b..60e4ff3fab74e 100644 --- a/pandas/_libs/arrays.pyi +++ b/pandas/_libs/arrays.pyi @@ -1,4 +1,4 @@ -from typing import Sequence +from collections.abc import Sequence import numpy as np diff --git a/pandas/_libs/hashtable.pyi b/pandas/_libs/hashtable.pyi index 7a810a988e50e..5ee359d84a6ed 100644 --- a/pandas/_libs/hashtable.pyi +++ b/pandas/_libs/hashtable.pyi @@ -1,6 +1,6 @@ +from collections.abc import Hashable from typing import ( Any, - Hashable, Literal, overload, ) diff --git a/pandas/_libs/internals.pyi b/pandas/_libs/internals.pyi index ffe6c7730bcdc..a680304d55ea2 100644 --- a/pandas/_libs/internals.pyi +++ b/pandas/_libs/internals.pyi @@ -1,6 +1,8 @@ -from typing import ( +from collections.abc import ( Iterator, Sequence, +) +from typing import ( final, overload, ) diff --git a/pandas/_libs/json.pyi b/pandas/_libs/json.pyi index bc4fe68573b94..349320d69d707 100644 --- a/pandas/_libs/json.pyi +++ b/pandas/_libs/json.pyi @@ -1,6 +1,6 @@ +from collections.abc import Callable from typing import ( Any, - Callable, ) def ujson_dumps( diff --git a/pandas/_libs/lib.pyi b/pandas/_libs/lib.pyi index daaaacee3487d..331233f37f63d 100644 --- a/pandas/_libs/lib.pyi +++ b/pandas/_libs/lib.pyi @@ -1,12 +1,14 @@ # TODO(npdtypes): Many types specified here can be made more specific/accurate; # the more specific versions are specified in comments +from collections.abc import ( + Callable, + Generator, + Hashable, +) from decimal import Decimal from typing import ( Any, - Callable, Final, - Generator, - Hashable, Literal, TypeAlias, overload, diff --git a/pandas/_libs/ops.pyi b/pandas/_libs/ops.pyi index 6738a1dff4a9e..81fe81930539d 100644 --- a/pandas/_libs/ops.pyi +++ b/pandas/_libs/ops.pyi @@ -1,7 +1,9 @@ -from typing import ( - Any, +from collections.abc import ( Callable, Iterable, +) +from typing import ( + Any, Literal, TypeAlias, overload, diff --git a/pandas/_libs/parsers.pyi b/pandas/_libs/parsers.pyi index 253bb7303cefb..d18f54c546232 100644 --- a/pandas/_libs/parsers.pyi +++ b/pandas/_libs/parsers.pyi @@ -1,5 +1,5 @@ +from collections.abc import Hashable from typing import ( - Hashable, Literal, ) diff --git a/pandas/_libs/properties.pyi b/pandas/_libs/properties.pyi index aaa44a0cf47bf..bbde6ec454202 100644 --- a/pandas/_libs/properties.pyi +++ b/pandas/_libs/properties.pyi @@ -1,5 +1,5 @@ +from collections.abc import Sequence from typing import ( - Sequence, overload, ) diff --git a/pandas/_libs/sparse.pyi b/pandas/_libs/sparse.pyi index 536265b25425e..8727b1a5b0420 100644 --- a/pandas/_libs/sparse.pyi +++ b/pandas/_libs/sparse.pyi @@ -1,4 +1,4 @@ -from typing import Sequence +from collections.abc import Sequence import numpy as np diff --git a/pandas/_libs/testing.pyi b/pandas/_libs/testing.pyi index ab87e58eba9b9..4758483b3b5e7 100644 --- a/pandas/_libs/testing.pyi +++ b/pandas/_libs/testing.pyi @@ -1,4 +1,4 @@ -from typing import Mapping +from collections.abc import Mapping def assert_dict_equal(a: Mapping, b: Mapping, compare_keys: bool = ...) -> bool: ... def assert_almost_equal( diff --git a/pandas/_libs/tslibs/nattype.pyi b/pandas/_libs/tslibs/nattype.pyi index d3b10fbe79cb9..ff3bb5b70801e 100644 --- a/pandas/_libs/tslibs/nattype.pyi +++ b/pandas/_libs/tslibs/nattype.pyi @@ -1,7 +1,5 @@ from datetime import ( - date as date_, datetime, - time as time_, timedelta, tzinfo as _tzinfo, ) @@ -99,7 +97,6 @@ class NaTType: ambiguous: bool | Literal["raise"] | NaTType = ..., nonexistent: TimestampNonexistent = ..., ) -> NaTType: ... - def combine(cls, date: date_, time: time_) -> NoReturn: ... @property def tzinfo(self) -> None: ... @property diff --git a/pandas/_libs/tslibs/offsets.pyi b/pandas/_libs/tslibs/offsets.pyi index f9f56d38c5e0a..ad579a5e41522 100644 --- a/pandas/_libs/tslibs/offsets.pyi +++ b/pandas/_libs/tslibs/offsets.pyi @@ -1,3 +1,4 @@ +from collections.abc import Collection from datetime import ( datetime, time, @@ -5,7 +6,6 @@ from datetime import ( ) from typing import ( Any, - Collection, Literal, TypeVar, overload, diff --git a/pandas/_libs/tslibs/timezones.pyi b/pandas/_libs/tslibs/timezones.pyi index 4e9f0c6ae6c33..26ffa568a8480 100644 --- a/pandas/_libs/tslibs/timezones.pyi +++ b/pandas/_libs/tslibs/timezones.pyi @@ -1,8 +1,8 @@ +from collections.abc import Callable from datetime import ( datetime, tzinfo, ) -from typing import Callable import numpy as np diff --git a/pandas/_libs/tslibs/tzconversion.pyi b/pandas/_libs/tslibs/tzconversion.pyi index 2108fa0f35547..07ee46858577a 100644 --- a/pandas/_libs/tslibs/tzconversion.pyi +++ b/pandas/_libs/tslibs/tzconversion.pyi @@ -1,8 +1,8 @@ +from collections.abc import Iterable from datetime import ( timedelta, tzinfo, ) -from typing import Iterable import numpy as np diff --git a/pandas/_libs/window/aggregations.pyi b/pandas/_libs/window/aggregations.pyi index b4bdd7e05cf0e..99413751cd5c2 100644 --- a/pandas/_libs/window/aggregations.pyi +++ b/pandas/_libs/window/aggregations.pyi @@ -1,6 +1,6 @@ +from collections.abc import Callable from typing import ( Any, - Callable, Literal, ) diff --git a/pandas/_libs/window/aggregations.pyx b/pandas/_libs/window/aggregations.pyx index 04b3f8ab461fa..0c8ea28b60ce8 100644 --- a/pandas/_libs/window/aggregations.pyx +++ b/pandas/_libs/window/aggregations.pyx @@ -1354,8 +1354,8 @@ def roll_quantile(const float64_t[:] values, ndarray[int64_t] start, if interpolation_type == LINEAR: vlow = skiplist_get(skiplist, idx, &ret) vhigh = skiplist_get(skiplist, idx + 1, &ret) - output[i] = ((vlow + (vhigh - vlow) * - (idx_with_fraction - idx))) + output[i] = (vlow + (vhigh - vlow) * + (idx_with_fraction - idx)) elif interpolation_type == LOWER: output[i] = skiplist_get(skiplist, idx, &ret) elif interpolation_type == HIGHER: diff --git a/pandas/_testing/contexts.py b/pandas/_testing/contexts.py index 99826de51e1bf..da147c117ad43 100644 --- a/pandas/_testing/contexts.py +++ b/pandas/_testing/contexts.py @@ -3,6 +3,7 @@ from contextlib import contextmanager import os from pathlib import Path +import sys import tempfile from typing import ( IO, @@ -81,7 +82,9 @@ def setTZ(tz) -> None: pass else: os.environ["TZ"] = tz - time.tzset() + # Next line allows typing checks to pass on Windows + if sys.platform != "win32": + time.tzset() orig_tz = os.environ.get("TZ") setTZ(tz) diff --git a/pandas/_typing.py b/pandas/_typing.py index 4365ee85f72e3..889252bb00438 100644 --- a/pandas/_typing.py +++ b/pandas/_typing.py @@ -1,5 +1,6 @@ from __future__ import annotations +from builtins import type as type_t # pyright: ignore[reportUnusedImport] from collections.abc import ( Callable, Hashable, @@ -20,22 +21,23 @@ TYPE_CHECKING, Any, Literal, - Optional, Protocol, - Type as type_t, + TypeAlias, TypeVar, Union, overload, ) import numpy as np +import numpy.typing as npt # To prevent import cycles place any internal imports in the branch below # and use a string literal forward reference to it in subsequent types # https://mypy.readthedocs.io/en/latest/common_issues.html#import-cycles -if TYPE_CHECKING: - import numpy.typing as npt +# Note that Union is needed when a Union includes a pandas type + +if TYPE_CHECKING: from pandas._libs import ( NaTType, Period, @@ -76,19 +78,12 @@ from pandas.io.formats.format import EngFormatter from pandas.tseries.holiday import AbstractHolidayCalendar - ScalarLike_co = Union[ - int, - float, - complex, - str, - bytes, - np.generic, - ] + ScalarLike_co: TypeAlias = int | float | complex | str | bytes | np.generic # numpy compatible types - NumpyValueArrayLike = Union[ScalarLike_co, npt.ArrayLike] + NumpyValueArrayLike: TypeAlias = ScalarLike_co | npt.ArrayLike # Name "npt._ArrayLikeInt_co" is not defined [name-defined] - NumpySorter = Optional[npt._ArrayLikeInt_co] # type: ignore[name-defined] + NumpySorter: TypeAlias = npt._ArrayLikeInt_co | None # type: ignore[name-defined] from typing import ( ParamSpec, @@ -107,7 +102,6 @@ from typing_extensions import Unpack # pyright: ignore[reportUnusedImport] else: - npt: Any = None ParamSpec: Any = None Self: Any = None TypeGuard: Any = None @@ -120,10 +114,10 @@ # array-like -ArrayLike = Union["ExtensionArray", np.ndarray] +ArrayLike: TypeAlias = Union["ExtensionArray", np.ndarray] ArrayLikeT = TypeVar("ArrayLikeT", "ExtensionArray", np.ndarray) -AnyArrayLike = Union[ArrayLike, "Index", "Series"] -TimeArrayLike = Union["DatetimeArray", "TimedeltaArray"] +AnyArrayLike: TypeAlias = Union[ArrayLike, "Index", "Series"] +TimeArrayLike: TypeAlias = Union["DatetimeArray", "TimedeltaArray"] # list-like @@ -152,31 +146,31 @@ def count(self, value: Any, /) -> int: ... def __reversed__(self) -> Iterator[_T_co]: ... -ListLike = Union[AnyArrayLike, SequenceNotStr, range] +ListLike: TypeAlias = AnyArrayLike | SequenceNotStr | range # scalars -PythonScalar = Union[str, float, bool] -DatetimeLikeScalar = Union["Period", "Timestamp", "Timedelta"] -PandasScalar = Union["Period", "Timestamp", "Timedelta", "Interval"] -Scalar = Union[PythonScalar, PandasScalar, np.datetime64, np.timedelta64, date] -IntStrT = TypeVar("IntStrT", bound=Union[int, str]) - +PythonScalar: TypeAlias = str | float | bool +DatetimeLikeScalar: TypeAlias = Union["Period", "Timestamp", "Timedelta"] +PandasScalar: TypeAlias = Union["Period", "Timestamp", "Timedelta", "Interval"] +Scalar: TypeAlias = PythonScalar | PandasScalar | np.datetime64 | np.timedelta64 | date +IntStrT = TypeVar("IntStrT", bound=int | str) # timestamp and timedelta convertible types -TimestampConvertibleTypes = Union[ +TimestampConvertibleTypes: TypeAlias = Union[ "Timestamp", date, np.datetime64, np.int64, float, str ] -TimestampNonexistent = Union[ - Literal["shift_forward", "shift_backward", "NaT", "raise"], timedelta -] -TimedeltaConvertibleTypes = Union[ +TimestampNonexistent: TypeAlias = ( + Literal["shift_forward", "shift_backward", "NaT", "raise"] | timedelta +) + +TimedeltaConvertibleTypes: TypeAlias = Union[ "Timedelta", timedelta, np.timedelta64, np.int64, float, str ] -Timezone = Union[str, tzinfo] +Timezone: TypeAlias = str | tzinfo -ToTimestampHow = Literal["s", "e", "start", "end"] +ToTimestampHow: TypeAlias = Literal["s", "e", "start", "end"] # NDFrameT is stricter and ensures that the same subclass of NDFrame always is # used. E.g. `def func(a: NDFrameT) -> NDFrameT: ...` means that if a @@ -188,69 +182,66 @@ def __reversed__(self) -> Iterator[_T_co]: ... FreqIndexT = TypeVar("FreqIndexT", "DatetimeIndex", "PeriodIndex", "TimedeltaIndex") NumpyIndexT = TypeVar("NumpyIndexT", np.ndarray, "Index") -AxisInt = int -Axis = Union[AxisInt, Literal["index", "columns", "rows"]] -IndexLabel = Union[Hashable, Sequence[Hashable]] -Level = Hashable -Shape = tuple[int, ...] -Suffixes = Sequence[Optional[str]] -Ordered = Optional[bool] -JSONSerializable = Optional[Union[PythonScalar, list, dict]] -Frequency = Union[str, "BaseOffset"] -Axes = ListLike - -RandomState = Union[ - int, - np.ndarray, - np.random.Generator, - np.random.BitGenerator, - np.random.RandomState, -] +AxisInt: TypeAlias = int +Axis: TypeAlias = AxisInt | Literal["index", "columns", "rows"] +IndexLabel: TypeAlias = Hashable | Sequence[Hashable] +Level: TypeAlias = Hashable +Shape: TypeAlias = tuple[int, ...] +Suffixes: TypeAlias = Sequence[str | None] +Ordered: TypeAlias = bool | None +JSONSerializable: TypeAlias = PythonScalar | list | dict | None +Frequency: TypeAlias = Union[str, "BaseOffset"] +Axes: TypeAlias = ListLike + +RandomState: TypeAlias = ( + int + | np.ndarray + | np.random.Generator + | np.random.BitGenerator + | np.random.RandomState +) + # dtypes -NpDtype = Union[str, np.dtype, type_t[Union[str, complex, bool, object]]] -Dtype = Union["ExtensionDtype", NpDtype] -AstypeArg = Union["ExtensionDtype", "npt.DTypeLike"] +NpDtype: TypeAlias = str | np.dtype | type[str | complex | bool | object] +Dtype: TypeAlias = Union["ExtensionDtype", NpDtype] +AstypeArg: TypeAlias = Union["ExtensionDtype", npt.DTypeLike] # DtypeArg specifies all allowable dtypes in a functions its dtype argument -DtypeArg = Union[Dtype, Mapping[Hashable, Dtype]] -DtypeObj = Union[np.dtype, "ExtensionDtype"] +DtypeArg: TypeAlias = Dtype | Mapping[Hashable, Dtype] +DtypeObj: TypeAlias = Union[np.dtype, "ExtensionDtype"] # converters -ConvertersArg = dict[Hashable, Callable[[Dtype], Dtype]] +ConvertersArg: TypeAlias = dict[Hashable, Callable[[Dtype], Dtype]] # parse_dates -ParseDatesArg = Union[ - bool, list[Hashable], list[list[Hashable]], dict[Hashable, list[Hashable]] -] +ParseDatesArg: TypeAlias = ( + bool | list[Hashable] | list[list[Hashable]] | dict[Hashable, list[Hashable]] +) # For functions like rename that convert one label to another -Renamer = Union[Mapping[Any, Hashable], Callable[[Any], Hashable]] +Renamer: TypeAlias = Mapping[Any, Hashable] | Callable[[Any], Hashable] # to maintain type information across generic functions and parametrization T = TypeVar("T") # used in decorators to preserve the signature of the function it decorates # see https://mypy.readthedocs.io/en/stable/generics.html#declaring-decorators -FuncType = Callable[..., Any] +FuncType: TypeAlias = Callable[..., Any] F = TypeVar("F", bound=FuncType) TypeT = TypeVar("TypeT", bound=type) # types of vectorized key functions for DataFrame::sort_values and # DataFrame::sort_index, among others -ValueKeyFunc = Optional[Callable[["Series"], Union["Series", AnyArrayLike]]] -IndexKeyFunc = Optional[Callable[["Index"], Union["Index", AnyArrayLike]]] +ValueKeyFunc: TypeAlias = Callable[["Series"], Union["Series", AnyArrayLike]] | None +IndexKeyFunc: TypeAlias = Callable[["Index"], Union["Index", AnyArrayLike]] | None # types of `func` kwarg for DataFrame.aggregate and Series.aggregate -AggFuncTypeBase = Union[Callable, str] -AggFuncTypeDict = MutableMapping[ - Hashable, Union[AggFuncTypeBase, list[AggFuncTypeBase]] +AggFuncTypeBase: TypeAlias = Callable | str +AggFuncTypeDict: TypeAlias = MutableMapping[ + Hashable, AggFuncTypeBase | list[AggFuncTypeBase] ] -AggFuncType = Union[ - AggFuncTypeBase, - list[AggFuncTypeBase], - AggFuncTypeDict, -] -AggObjType = Union[ +AggFuncType: TypeAlias = AggFuncTypeBase | list[AggFuncTypeBase] | AggFuncTypeDict +AggObjType: TypeAlias = Union[ "Series", "DataFrame", "GroupBy", @@ -260,7 +251,7 @@ def __reversed__(self) -> Iterator[_T_co]: ... "Resampler", ] -PythonFuncType = Callable[[Any], Any] +PythonFuncType: TypeAlias = Callable[[Any], Any] # filenames and file-like-objects AnyStr_co = TypeVar("AnyStr_co", str, bytes, covariant=True) @@ -330,31 +321,30 @@ def closed(self) -> bool: ... -FilePath = Union[str, "PathLike[str]"] +FilePath: TypeAlias = str | PathLike[str] # for arbitrary kwargs passed during reading/writing files -StorageOptions = Optional[dict[str, Any]] - +StorageOptions: TypeAlias = dict[str, Any] | None # compression keywords and compression -CompressionDict = dict[str, Any] -CompressionOptions = Optional[ - Union[Literal["infer", "gzip", "bz2", "zip", "xz", "zstd", "tar"], CompressionDict] -] +CompressionDict: TypeAlias = dict[str, Any] +CompressionOptions: TypeAlias = ( + Literal["infer", "gzip", "bz2", "zip", "xz", "zstd", "tar"] | CompressionDict | None +) # types in DataFrameFormatter -FormattersType = Union[ - list[Callable], tuple[Callable, ...], Mapping[Union[str, int], Callable] -] -ColspaceType = Mapping[Hashable, Union[str, int]] -FloatFormatType = Union[str, Callable, "EngFormatter"] -ColspaceArgType = Union[ - str, int, Sequence[Union[str, int]], Mapping[Hashable, Union[str, int]] -] +FormattersType: TypeAlias = ( + list[Callable] | tuple[Callable, ...] | Mapping[str | int, Callable] +) +ColspaceType: TypeAlias = Mapping[Hashable, str | int] +FloatFormatType: TypeAlias = Union[str, Callable, "EngFormatter"] +ColspaceArgType: TypeAlias = ( + str | int | Sequence[str | int] | Mapping[Hashable, str | int] +) # Arguments for fillna() -FillnaOptions = Literal["backfill", "bfill", "ffill", "pad"] -InterpolateOptions = Literal[ +FillnaOptions: TypeAlias = Literal["backfill", "bfill", "ffill", "pad"] +InterpolateOptions: TypeAlias = Literal[ "linear", "time", "index", @@ -376,7 +366,7 @@ def closed(self) -> bool: ] # internals -Manager = Union["BlockManager", "SingleBlockManager"] +Manager: TypeAlias = Union["BlockManager", "SingleBlockManager"] # indexing # PositionalIndexer -> valid 1D positional indexer, e.g. can pass @@ -389,63 +379,62 @@ def closed(self) -> bool: # https://github.com/python/typing/issues/684#issuecomment-548203158 # https://bugs.python.org/issue41810 # Using List[int] here rather than Sequence[int] to disallow tuples. -ScalarIndexer = Union[int, np.integer] -SequenceIndexer = Union[slice, list[int], np.ndarray] -PositionalIndexer = Union[ScalarIndexer, SequenceIndexer] -PositionalIndexerTuple = tuple[PositionalIndexer, PositionalIndexer] -PositionalIndexer2D = Union[PositionalIndexer, PositionalIndexerTuple] -if TYPE_CHECKING: - TakeIndexer = Union[Sequence[int], Sequence[np.integer], npt.NDArray[np.integer]] -else: - TakeIndexer = Any +ScalarIndexer: TypeAlias = int | np.integer +SequenceIndexer: TypeAlias = slice | list[int] | np.ndarray +PositionalIndexer: TypeAlias = ScalarIndexer | SequenceIndexer +PositionalIndexerTuple: TypeAlias = tuple[PositionalIndexer, PositionalIndexer] +PositionalIndexer2D: TypeAlias = PositionalIndexer | PositionalIndexerTuple +TakeIndexer: TypeAlias = Sequence[int] | Sequence[np.integer] | npt.NDArray[np.integer] # Shared by functions such as drop and astype -IgnoreRaise = Literal["ignore", "raise"] +IgnoreRaise: TypeAlias = Literal["ignore", "raise"] # Windowing rank methods -WindowingRankType = Literal["average", "min", "max"] +WindowingRankType: TypeAlias = Literal["average", "min", "max"] # read_csv engines -CSVEngine = Literal["c", "python", "pyarrow", "python-fwf"] +CSVEngine: TypeAlias = Literal["c", "python", "pyarrow", "python-fwf"] # read_json engines -JSONEngine = Literal["ujson", "pyarrow"] +JSONEngine: TypeAlias = Literal["ujson", "pyarrow"] # read_xml parsers -XMLParsers = Literal["lxml", "etree"] +XMLParsers: TypeAlias = Literal["lxml", "etree"] # read_html flavors -HTMLFlavors = Literal["lxml", "html5lib", "bs4"] +HTMLFlavors: TypeAlias = Literal["lxml", "html5lib", "bs4"] # Interval closed type -IntervalLeftRight = Literal["left", "right"] -IntervalClosedType = Union[IntervalLeftRight, Literal["both", "neither"]] +IntervalLeftRight: TypeAlias = Literal["left", "right"] +IntervalClosedType: TypeAlias = IntervalLeftRight | Literal["both", "neither"] # datetime and NaTType -DatetimeNaTType = Union[datetime, "NaTType"] -DateTimeErrorChoices = Literal["raise", "coerce"] +DatetimeNaTType: TypeAlias = Union[datetime, "NaTType"] +DateTimeErrorChoices: TypeAlias = Literal["raise", "coerce"] # sort_index -SortKind = Literal["quicksort", "mergesort", "heapsort", "stable"] -NaPosition = Literal["first", "last"] +SortKind: TypeAlias = Literal["quicksort", "mergesort", "heapsort", "stable"] +NaPosition: TypeAlias = Literal["first", "last"] # Arguments for nsmallest and nlargest -NsmallestNlargestKeep = Literal["first", "last", "all"] +NsmallestNlargestKeep: TypeAlias = Literal["first", "last", "all"] # quantile interpolation -QuantileInterpolation = Literal["linear", "lower", "higher", "midpoint", "nearest"] +QuantileInterpolation: TypeAlias = Literal[ + "linear", "lower", "higher", "midpoint", "nearest" +] # plotting -PlottingOrientation = Literal["horizontal", "vertical"] +PlottingOrientation: TypeAlias = Literal["horizontal", "vertical"] # dropna -AnyAll = Literal["any", "all"] +AnyAll: TypeAlias = Literal["any", "all"] # merge -MergeHow = Literal[ +MergeHow: TypeAlias = Literal[ "left", "right", "inner", "outer", "cross", "left_anti", "right_anti" ] -MergeValidate = Literal[ +MergeValidate: TypeAlias = Literal[ "one_to_one", "1:1", "one_to_many", @@ -457,8 +446,8 @@ def closed(self) -> bool: ] # join -JoinHow = Literal["left", "right", "inner", "outer"] -JoinValidate = Literal[ +JoinHow: TypeAlias = Literal["left", "right", "inner", "outer"] +JoinValidate: TypeAlias = Literal[ "one_to_one", "1:1", "one_to_many", @@ -470,25 +459,28 @@ def closed(self) -> bool: ] # reindex -ReindexMethod = Union[FillnaOptions, Literal["nearest"]] +ReindexMethod: TypeAlias = FillnaOptions | Literal["nearest"] -MatplotlibColor = Union[str, Sequence[float]] -TimeGrouperOrigin = Union[ +MatplotlibColor: TypeAlias = str | Sequence[float] +TimeGrouperOrigin: TypeAlias = Union[ "Timestamp", Literal["epoch", "start", "start_day", "end", "end_day"] ] -TimeAmbiguous = Union[Literal["infer", "NaT", "raise"], "npt.NDArray[np.bool_]"] -TimeNonexistent = Union[ - Literal["shift_forward", "shift_backward", "NaT", "raise"], timedelta -] -DropKeep = Literal["first", "last", False] -CorrelationMethod = Union[ - Literal["pearson", "kendall", "spearman"], Callable[[np.ndarray, np.ndarray], float] -] -AlignJoin = Literal["outer", "inner", "left", "right"] -DtypeBackend = Literal["pyarrow", "numpy_nullable"] +TimeAmbiguous: TypeAlias = Literal["infer", "NaT", "raise"] | npt.NDArray[np.bool_] +TimeNonexistent: TypeAlias = ( + Literal["shift_forward", "shift_backward", "NaT", "raise"] | timedelta +) + +DropKeep: TypeAlias = Literal["first", "last", False] +CorrelationMethod: TypeAlias = ( + Literal["pearson", "kendall", "spearman"] + | Callable[[np.ndarray, np.ndarray], float] +) -TimeUnit = Literal["s", "ms", "us", "ns"] -OpenFileErrors = Literal[ +AlignJoin: TypeAlias = Literal["outer", "inner", "left", "right"] +DtypeBackend: TypeAlias = Literal["pyarrow", "numpy_nullable"] + +TimeUnit: TypeAlias = Literal["s", "ms", "us", "ns"] +OpenFileErrors: TypeAlias = Literal[ "strict", "ignore", "replace", @@ -499,34 +491,32 @@ def closed(self) -> bool: ] # update -UpdateJoin = Literal["left"] +UpdateJoin: TypeAlias = Literal["left"] # applymap -NaAction = Literal["ignore"] +NaAction: TypeAlias = Literal["ignore"] # from_dict -FromDictOrient = Literal["columns", "index", "tight"] +FromDictOrient: TypeAlias = Literal["columns", "index", "tight"] # to_stata -ToStataByteorder = Literal[">", "<", "little", "big"] +ToStataByteorder: TypeAlias = Literal[">", "<", "little", "big"] # ExcelWriter -ExcelWriterIfSheetExists = Literal["error", "new", "replace", "overlay"] -ExcelWriterMergeCells = Union[bool, Literal["columns"]] +ExcelWriterIfSheetExists: TypeAlias = Literal["error", "new", "replace", "overlay"] +ExcelWriterMergeCells: TypeAlias = bool | Literal["columns"] # Offsets -OffsetCalendar = Union[np.busdaycalendar, "AbstractHolidayCalendar"] +OffsetCalendar: TypeAlias = Union[np.busdaycalendar, "AbstractHolidayCalendar"] # read_csv: usecols -UsecolsArgType = Union[ - SequenceNotStr[Hashable], - range, - AnyArrayLike, - Callable[[HashableT], bool], - None, -] +UsecolsArgType: TypeAlias = ( + SequenceNotStr[Hashable] | range | AnyArrayLike | Callable[[HashableT], bool] | None +) # maintain the sub-type of any hashable sequence SequenceT = TypeVar("SequenceT", bound=Sequence[Hashable]) -SliceType = Optional[Hashable] +SliceType: TypeAlias = Hashable | None + +__all__ = ["type_t"] diff --git a/pandas/core/interchange/from_dataframe.py b/pandas/core/interchange/from_dataframe.py index b990eca39b3dd..c2fbef1089d5a 100644 --- a/pandas/core/interchange/from_dataframe.py +++ b/pandas/core/interchange/from_dataframe.py @@ -563,7 +563,6 @@ def set_nulls( if null_kind == ColumnNullType.USE_SENTINEL: null_pos = pd.Series(data) == sentinel_val elif null_kind in (ColumnNullType.USE_BITMASK, ColumnNullType.USE_BYTEMASK): - assert validity, "Expected to have a validity buffer for the mask" valid_buff, valid_dtype = validity null_pos = buffer_to_ndarray( valid_buff, valid_dtype, offset=col.offset, length=col.size() diff --git a/pandas/core/internals/__init__.py b/pandas/core/internals/__init__.py index 202bebde88c2c..d64c7e33657d4 100644 --- a/pandas/core/internals/__init__.py +++ b/pandas/core/internals/__init__.py @@ -6,9 +6,9 @@ ) __all__ = [ - "Block", + "Block", # pyright:ignore[reportUnsupportedDunderAll)] "BlockManager", - "ExtensionBlock", + "ExtensionBlock", # pyright:ignore[reportUnsupportedDunderAll)] "SingleBlockManager", "concatenate_managers", "make_block", diff --git a/scripts/run_stubtest.py b/scripts/run_stubtest.py index df88c61061f12..e87a7d53f4ff3 100644 --- a/scripts/run_stubtest.py +++ b/scripts/run_stubtest.py @@ -85,9 +85,11 @@ ] # create allowlist - with tempfile.NamedTemporaryFile(mode="w+t") as allow: - allow.write("\n".join(_ALLOWLIST)) - allow.flush() + with tempfile.TemporaryDirectory() as td: + allow = os.path.join(td, "test") + with open(allow, "w+t") as allow: + allow.write("\n".join(_ALLOWLIST)) + allow.flush() args = pyi_modules + [ "--ignore-missing-stub", From eca6bd38647dced033f726c886d04f1b2195e1b4 Mon Sep 17 00:00:00 2001 From: Pascal Brochart Date: Mon, 19 May 2025 18:14:47 +0200 Subject: [PATCH 29/76] =?UTF-8?q?PERF:=20Restore=20old=20performances=20wi?= =?UTF-8?q?th=20.isin()=20on=20columns=20typed=20as=20np.ui=E2=80=A6=20(#6?= =?UTF-8?q?1320)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * PERF: Restore old performances with .isin() on columns typed as np.uint64 * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- pandas/core/algorithms.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/pandas/core/algorithms.py b/pandas/core/algorithms.py index e6847b380a7e8..7fc391d3ffb51 100644 --- a/pandas/core/algorithms.py +++ b/pandas/core/algorithms.py @@ -47,6 +47,7 @@ is_bool_dtype, is_complex_dtype, is_dict_like, + is_dtype_equal, is_extension_array_dtype, is_float, is_float_dtype, @@ -511,6 +512,7 @@ def isin(comps: ListLike, values: ListLike) -> npt.NDArray[np.bool_]: len(values) > 0 and values.dtype.kind in "iufcb" and not is_signed_integer_dtype(comps) + and not is_dtype_equal(values, comps) ): # GH#46485 Use object to avoid upcast to float64 later # TODO: Share with _find_common_type_compat From 7d8f5bdb4e165b13186385d0720d921358ad84d6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Christian=20Bl=C3=A4ul?= Date: Mon, 19 May 2025 21:45:53 +0200 Subject: [PATCH 30/76] DOC: fix two mistakes in missing_data.rst (#61461) --- doc/source/user_guide/missing_data.rst | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/doc/source/user_guide/missing_data.rst b/doc/source/user_guide/missing_data.rst index e15939eb49239..56f4c80cbde16 100644 --- a/doc/source/user_guide/missing_data.rst +++ b/doc/source/user_guide/missing_data.rst @@ -258,9 +258,6 @@ will convert your data to use the nullable data types supporting :class:`NA`, such as :class:`Int64Dtype` or :class:`ArrowDtype`. This is especially helpful after reading in data sets from IO methods where data types were inferred. -In this example, while the dtypes of all columns are changed, we show the results for -the first 10 columns. - .. ipython:: python import io @@ -434,7 +431,7 @@ where the index and column aligns between the original object and the filled obj .. note:: - :meth:`DataFrame.where` can also be used to fill NA values.Same result as above. + :meth:`DataFrame.where` can also be used to fill NA values. Same result as above. .. ipython:: python From 09a17c7b59767e42f529b4ab21a229f866aa4a67 Mon Sep 17 00:00:00 2001 From: Loic Diridollou Date: Mon, 19 May 2025 22:35:31 -0400 Subject: [PATCH 31/76] CLN: Expose arguments in DataFrame.query (#61413) --- pandas/core/frame.py | 97 +++++++++++++++++++++++++++++++++++++++----- 1 file changed, 87 insertions(+), 10 deletions(-) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index ce0776b7ef1fd..44a215ab082b7 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -4481,18 +4481,58 @@ def _get_item(self, item: Hashable) -> Series: @overload def query( - self, expr: str, *, inplace: Literal[False] = ..., **kwargs + self, + expr: str, + *, + parser: Literal["pandas", "python"] = ..., + engine: Literal["python", "numexpr"] | None = ..., + local_dict: dict[str, Any] | None = ..., + global_dict: dict[str, Any] | None = ..., + resolvers: list[Mapping] | None = ..., + level: int = ..., + inplace: Literal[False] = ..., ) -> DataFrame: ... @overload - def query(self, expr: str, *, inplace: Literal[True], **kwargs) -> None: ... + def query( + self, + expr: str, + *, + parser: Literal["pandas", "python"] = ..., + engine: Literal["python", "numexpr"] | None = ..., + local_dict: dict[str, Any] | None = ..., + global_dict: dict[str, Any] | None = ..., + resolvers: list[Mapping] | None = ..., + level: int = ..., + inplace: Literal[True], + ) -> None: ... @overload def query( - self, expr: str, *, inplace: bool = ..., **kwargs + self, + expr: str, + *, + parser: Literal["pandas", "python"] = ..., + engine: Literal["python", "numexpr"] | None = ..., + local_dict: dict[str, Any] | None = ..., + global_dict: dict[str, Any] | None = ..., + resolvers: list[Mapping] | None = ..., + level: int = ..., + inplace: bool = ..., ) -> DataFrame | None: ... - def query(self, expr: str, *, inplace: bool = False, **kwargs) -> DataFrame | None: + def query( + self, + expr: str, + *, + parser: Literal["pandas", "python"] = "pandas", + engine: Literal["python", "numexpr"] | None = None, + local_dict: dict[str, Any] | None = None, + global_dict: dict[str, Any] | None = None, + resolvers: list[Mapping] | None = None, + level: int = 0, + inplace: bool = False, + ) -> DataFrame | None: """ Query the columns of a DataFrame with a boolean expression. @@ -4511,11 +4551,41 @@ def query(self, expr: str, *, inplace: bool = False, **kwargs) -> DataFrame | No See the documentation for :meth:`DataFrame.eval` for details on referring to column names and variables in the query string. + parser : {'pandas', 'python'}, default 'pandas' + The parser to use to construct the syntax tree from the expression. The + default of ``'pandas'`` parses code slightly different than standard + Python. Alternatively, you can parse an expression using the + ``'python'`` parser to retain strict Python semantics. See the + :ref:`enhancing performance ` documentation for + more details. + engine : {'python', 'numexpr'}, default 'numexpr' + + The engine used to evaluate the expression. Supported engines are + + - None : tries to use ``numexpr``, falls back to ``python`` + - ``'numexpr'`` : This default engine evaluates pandas objects using + numexpr for large speed ups in complex expressions with large frames. + - ``'python'`` : Performs operations as if you had ``eval``'d in top + level python. This engine is generally not that useful. + + More backends may be available in the future. + local_dict : dict or None, optional + A dictionary of local variables, taken from locals() by default. + global_dict : dict or None, optional + A dictionary of global variables, taken from globals() by default. + resolvers : list of dict-like or None, optional + A list of objects implementing the ``__getitem__`` special method that + you can use to inject an additional collection of namespaces to use for + variable lookup. For example, this is used in the + :meth:`~DataFrame.query` method to inject the + ``DataFrame.index`` and ``DataFrame.columns`` + variables that refer to their respective :class:`~pandas.DataFrame` + instance attributes. + level : int, optional + The number of prior stack frames to traverse and add to the current + scope. Most users will **not** need to change this parameter. inplace : bool Whether to modify the DataFrame rather than creating a new one. - **kwargs - See the documentation for :func:`eval` for complete details - on the keyword arguments accepted by :meth:`DataFrame.query`. Returns ------- @@ -4628,10 +4698,17 @@ def query(self, expr: str, *, inplace: bool = False, **kwargs) -> DataFrame | No if not isinstance(expr, str): msg = f"expr must be a string to be evaluated, {type(expr)} given" raise ValueError(msg) - kwargs["level"] = kwargs.pop("level", 0) + 1 - kwargs["target"] = None - res = self.eval(expr, **kwargs) + res = self.eval( + expr, + level=level + 1, + parser=parser, + target=None, + engine=engine, + local_dict=local_dict, + global_dict=global_dict, + resolvers=resolvers or (), + ) try: result = self.loc[res] From c75171ae4def316a2c372a412b09d95cc8d19b17 Mon Sep 17 00:00:00 2001 From: Sofia Soares Date: Tue, 20 May 2025 16:57:34 +0100 Subject: [PATCH 32/76] BUG: Fix #57608: queries on categorical string columns in HDFStore.select() return unexpected results. (#61225) * BUG: Fix #57608: queries on categorical string columns in HDFStore.select() return unexpected results. In function __init__() of class Selection (pandas/core/io/pytables.py), the method self.terms.evaluate() was not returning the correct value for the where condition. The issue stemmed from the function convert_value() of class BinOp (pandas/core/computation/pytables.py), where the function searchedsorted() did not return the correct index when matching the where condition in the metadata (categories table). Replacing searchsorted() with np.where() resolves this issue. * BUG: Follow-up for #57608: check if metadata is sorted before search * BUG: Follow-up for #57608: use direct match via np.flatnonzero * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/computation/pytables.py | 3 ++- pandas/tests/io/pytables/test_store.py | 23 +++++++++++++++++++++++ 3 files changed, 26 insertions(+), 1 deletion(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 79b304e7979e0..099e5bc48353a 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -775,6 +775,7 @@ I/O - Bug in :meth:`DataFrame.to_stata` when writing more than 32,000 value labels. (:issue:`60107`) - Bug in :meth:`DataFrame.to_string` that raised ``StopIteration`` with nested DataFrames. (:issue:`16098`) - Bug in :meth:`HDFStore.get` was failing to save data of dtype datetime64[s] correctly (:issue:`59004`) +- Bug in :meth:`HDFStore.select` causing queries on categorical string columns to return unexpected results (:issue:`57608`) - Bug in :meth:`read_csv` causing segmentation fault when ``encoding_errors`` is not a string. (:issue:`59059`) - Bug in :meth:`read_csv` raising ``TypeError`` when ``index_col`` is specified and ``na_values`` is a dict containing the key ``None``. (:issue:`57547`) - Bug in :meth:`read_csv` raising ``TypeError`` when ``nrows`` and ``iterator`` are specified without specifying a ``chunksize``. (:issue:`59079`) diff --git a/pandas/core/computation/pytables.py b/pandas/core/computation/pytables.py index 166c9d47294cd..77b7d9ad11a6c 100644 --- a/pandas/core/computation/pytables.py +++ b/pandas/core/computation/pytables.py @@ -239,7 +239,8 @@ def stringify(value): if conv_val not in metadata: result = -1 else: - result = metadata.searchsorted(conv_val, side="left") + # Find the index of the first match of conv_val in metadata + result = np.flatnonzero(metadata == conv_val)[0] return TermValue(result, result, "integer") elif kind == "integer": try: diff --git a/pandas/tests/io/pytables/test_store.py b/pandas/tests/io/pytables/test_store.py index b3ab6b48508e1..5cfefeb469e8a 100644 --- a/pandas/tests/io/pytables/test_store.py +++ b/pandas/tests/io/pytables/test_store.py @@ -23,6 +23,9 @@ timedelta_range, ) import pandas._testing as tm +from pandas.api.types import ( + CategoricalDtype, +) from pandas.tests.io.pytables.common import ( _maybe_remove, ensure_clean_store, @@ -1107,3 +1110,23 @@ def test_store_bool_index(tmp_path, setup_path): df.to_hdf(path, key="a") result = read_hdf(path, "a") tm.assert_frame_equal(expected, result) + + +@pytest.mark.parametrize("model", ["name", "longname", "verylongname"]) +def test_select_categorical_string_columns(tmp_path, model): + # Corresponding to BUG: 57608 + + path = tmp_path / "test.h5" + + models = CategoricalDtype(categories=["name", "longname", "verylongname"]) + df = DataFrame( + {"modelId": ["name", "longname", "longname"], "value": [1, 2, 3]} + ).astype({"modelId": models, "value": int}) + + with HDFStore(path, "w") as store: + store.append("df", df, data_columns=["modelId"]) + + with HDFStore(path, "r") as store: + result = store.select("df", "modelId == model") + expected = df[df["modelId"] == model] + tm.assert_frame_equal(result, expected) From fe60f43cd38944a46388acd21458e619c48cf85f Mon Sep 17 00:00:00 2001 From: cmp0xff Date: Tue, 20 May 2025 23:40:31 +0200 Subject: [PATCH 33/76] DOC: Fix pivot_table and index.name descriptions (#61455) --- pandas/core/frame.py | 10 +++++----- pandas/core/indexes/base.py | 6 ++++++ pandas/core/reshape/pivot.py | 10 +++++----- 3 files changed, 16 insertions(+), 10 deletions(-) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index 44a215ab082b7..dc3fecba7fb8c 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -9258,11 +9258,11 @@ def groupby( Parameters ----------%s - columns : str or object or a list of str + columns : Hashable or a sequence of the previous Column to use to make new frame's columns. - index : str or object or a list of str, optional + index : Hashable or a sequence of the previous, optional Column to use to make new frame's index. If not given, uses existing index. - values : str, object or a list of the previous, optional + values : Hashable or a sequence of the previous, optional Column(s) to use for populating new frame's values. If not specified, all remaining columns will be used and the result will have hierarchically indexed columns. @@ -9401,12 +9401,12 @@ def pivot( ----------%s values : list-like or scalar, optional Column or columns to aggregate. - index : column, Grouper, array, or list of the previous + index : column, Grouper, array, or sequence of the previous Keys to group by on the pivot table index. If a list is passed, it can contain any of the other types (except list). If an array is passed, it must be the same length as the data and will be used in the same manner as column values. - columns : column, Grouper, array, or list of the previous + columns : column, Grouper, array, or sequence of the previous Keys to group by on the pivot table column. If a list is passed, it can contain any of the other types (except list). If an array is passed, it must be the same length as the data and will be used in diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py index ff3879018674e..9df0787a4560d 100644 --- a/pandas/core/indexes/base.py +++ b/pandas/core/indexes/base.py @@ -1731,10 +1731,16 @@ def name(self) -> Hashable: """ Return Index or MultiIndex name. + Returns + ------- + label (hashable object) + The name of the Index. + See Also -------- Index.set_names: Able to set new names partially and by level. Index.rename: Able to set new names partially and by level. + Series.name: Corresponding Series property. Examples -------- diff --git a/pandas/core/reshape/pivot.py b/pandas/core/reshape/pivot.py index 4e77f0a6bf5bf..ac89f19b80a0f 100644 --- a/pandas/core/reshape/pivot.py +++ b/pandas/core/reshape/pivot.py @@ -76,12 +76,12 @@ def pivot_table( Input pandas DataFrame object. values : list-like or scalar, optional Column or columns to aggregate. - index : column, Grouper, array, or list of the previous + index : column, Grouper, array, or sequence of the previous Keys to group by on the pivot table index. If a list is passed, it can contain any of the other types (except list). If an array is passed, it must be the same length as the data and will be used in the same manner as column values. - columns : column, Grouper, array, or list of the previous + columns : column, Grouper, array, or sequence of the previous Keys to group by on the pivot table column. If a list is passed, it can contain any of the other types (except list). If an array is passed, it must be the same length as the data and will be used in @@ -708,11 +708,11 @@ def pivot( ---------- data : DataFrame Input pandas DataFrame object. - columns : str or object or a list of str + columns : Hashable or a sequence of the previous Column to use to make new frame's columns. - index : str or object or a list of str, optional + index : Hashable or a sequence of the previous, optional Column to use to make new frame's index. If not given, uses existing index. - values : str, object or a list of the previous, optional + values : Hashable or a sequence of the previous, optional Column(s) to use for populating new frame's values. If not specified, all remaining columns will be used and the result will have hierarchically indexed columns. From 6a2da7ad16cff82f0eadbec04e921baf6c0ae8fb Mon Sep 17 00:00:00 2001 From: Kevin Amparado <109636487+KevsterAmp@users.noreply.github.com> Date: Wed, 21 May 2025 08:33:33 +0800 Subject: [PATCH 34/76] BUG: round on object columns no longer raises a TypeError (#61399) * raise TypeError when Series dtype is object on calling Series.round() * add test * precommit * add github issue reference to test * add bugfix to 2.3 whatsnew * change self._mgr.dtype to self.dtype Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> --------- Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> --- doc/source/whatsnew/v2.3.0.rst | 1 + pandas/core/series.py | 2 ++ pandas/tests/series/methods/test_round.py | 7 +++++++ 3 files changed, 10 insertions(+) diff --git a/doc/source/whatsnew/v2.3.0.rst b/doc/source/whatsnew/v2.3.0.rst index 65bd941800294..1f170f4153fd0 100644 --- a/doc/source/whatsnew/v2.3.0.rst +++ b/doc/source/whatsnew/v2.3.0.rst @@ -120,6 +120,7 @@ Timezones Numeric ^^^^^^^ - Enabled :class:`Series.mode` and :class:`DataFrame.mode` with ``dropna=False`` to sort the result for all dtypes in the presence of NA values; previously only certain dtypes would sort (:issue:`60702`) +- Bug in :meth:`Series.round` on object columns no longer raises ``TypeError`` - Conversion diff --git a/pandas/core/series.py b/pandas/core/series.py index 5ed094349caaa..2ecb2797a60cc 100644 --- a/pandas/core/series.py +++ b/pandas/core/series.py @@ -2514,6 +2514,8 @@ def round(self, decimals: int = 0, *args, **kwargs) -> Series: dtype: float64 """ nv.validate_round(args, kwargs) + if self.dtype == "object": + raise TypeError("Expected numeric dtype, got object instead.") new_mgr = self._mgr.round(decimals=decimals) return self._constructor_from_mgr(new_mgr, axes=new_mgr.axes).__finalize__( self, method="round" diff --git a/pandas/tests/series/methods/test_round.py b/pandas/tests/series/methods/test_round.py index c330b7a7dfbbb..a78f77e990ae1 100644 --- a/pandas/tests/series/methods/test_round.py +++ b/pandas/tests/series/methods/test_round.py @@ -72,3 +72,10 @@ def test_round_ea_boolean(self): tm.assert_series_equal(result, expected) result.iloc[0] = False tm.assert_series_equal(ser, expected) + + def test_round_dtype_object(self): + # GH#61206 + ser = Series([0.2], dtype="object") + msg = "Expected numeric dtype, got object instead." + with pytest.raises(TypeError, match=msg): + ser.round() From 1321954c120cc7c9869faf92de0f6bf2e9f6e12b Mon Sep 17 00:00:00 2001 From: Aidan Feldman Date: Wed, 21 May 2025 11:57:55 -0400 Subject: [PATCH 35/76] DOC: Expand on different Getitem uses (#60806) * expand on different Getitem uses * Update doc/source/user_guide/10min.rst --------- Co-authored-by: Marc Garcia --- doc/source/user_guide/10min.rst | 16 +++++++++++++++- 1 file changed, 15 insertions(+), 1 deletion(-) diff --git a/doc/source/user_guide/10min.rst b/doc/source/user_guide/10min.rst index 72bb93d21a99f..8beaa73090673 100644 --- a/doc/source/user_guide/10min.rst +++ b/doc/source/user_guide/10min.rst @@ -178,12 +178,26 @@ Getitem (``[]``) ~~~~~~~~~~~~~~~~ For a :class:`DataFrame`, passing a single label selects a column and -yields a :class:`Series` equivalent to ``df.A``: +yields a :class:`Series`: .. ipython:: python df["A"] +If the label only contains letters, numbers, and underscores, you can +alternatively use the column name attribute: + +.. ipython:: python + + df.A + +Passing a list of column labels selects multiple columns, which can be useful +for getting a subset/rearranging: + +.. ipython:: python + + df[["B", "A"]] + For a :class:`DataFrame`, passing a slice ``:`` selects matching rows: .. ipython:: python From e2bd8e60f000b46bb632d9ed78939264c55629ef Mon Sep 17 00:00:00 2001 From: Gleb Khmyznikov Date: Wed, 21 May 2025 22:25:01 +0200 Subject: [PATCH 36/76] Wheels for win_arm64 (#61463) * Update wheels.yml Add win_arm64 * add test workflow * doing another way * trying to fix cibuildwheel * another try * . * . * . * debug path * . * . * . * . * . * . * . * . * . * . * . * test minimal changes * . * delete test file * . * . * revert ubuntu version * test arm build * uncomment platforms * get ubuntu back for manylinux * remove comment * line ending? * Revert "line ending?" This reverts commit f9aa3a62b9364a90ee6ef4f20f5dadee3c005b24. * execute install delvewheel for all win plats * new line at the end? * addressing comments --- .github/workflows/wheels.yml | 27 +++++++++++++++++++++++++-- 1 file changed, 25 insertions(+), 2 deletions(-) diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml index af9c48c57c535..abf1c1c1fb164 100644 --- a/.github/workflows/wheels.yml +++ b/.github/workflows/wheels.yml @@ -99,6 +99,7 @@ jobs: # Note: M1 images on Github Actions start from macOS 14 - [macos-14, macosx_arm64] - [windows-2022, win_amd64] + - [windows-11-arm, win_arm64] # TODO: support PyPy? python: [["cp310", "3.10"], ["cp311", "3.11"], ["cp312", "3.12"], ["cp313", "3.13"], ["cp313t", "3.13"]] include: @@ -108,6 +109,12 @@ jobs: - buildplat: [ubuntu-24.04, pyodide_wasm32] python: ["cp312", "3.12"] cibw_build_frontend: 'build' + exclude: + - buildplat: [windows-11-arm, win_arm64] + python: ["cp310", "3.10"] + # BackendUnavailable: Cannot import 'mesonpy' + - buildplat: [windows-11-arm, win_arm64] + python: ["cp313t", "3.13"] env: IS_PUSH: ${{ github.event_name == 'push' && startsWith(github.ref, 'refs/tags/v') }} @@ -118,6 +125,12 @@ jobs: with: fetch-depth: 0 + - name: Set up MSVC environment for ARM64 + if: matrix.buildplat[1] == 'win_arm64' + uses: ilammy/msvc-dev-cmd@v1 + with: + arch: arm64 + # TODO: Build wheels from sdist again # There's some sort of weird race condition? # within Github that makes the sdist be missing files @@ -155,9 +168,13 @@ jobs: env: CIBW_BUILD: ${{ matrix.python[0] }}-${{ matrix.buildplat[1] }} CIBW_BUILD_FRONTEND: ${{ matrix.cibw_build_frontend || 'pip' }} - CIBW_PLATFORM: ${{ matrix.buildplat[1] == 'pyodide_wasm32' && 'pyodide' || 'auto' }} + CIBW_PLATFORM: ${{ (matrix.buildplat[1] == 'pyodide_wasm32' && 'pyodide') || (matrix.buildplat[1] == 'win_arm64' && 'windows') || 'auto' }} + CIBW_ARCHS: ${{ matrix.buildplat[1] == 'win_arm64' && 'ARM64' || 'auto' }} + CIBW_BEFORE_BUILD_WINDOWS: 'python -m pip install delvewheel' - - name: Set up Python + - name: Set up Python for validation/upload (non-ARM64 Windows & other OS) + # micromamba is not available for ARM64 Windows + if: matrix.buildplat[1] != 'win_arm64' uses: mamba-org/setup-micromamba@v2 with: environment-name: wheel-env @@ -170,6 +187,12 @@ jobs: cache-downloads: true cache-environment: true + - name: Install wheel for win_arm64 + # installing wheel here because micromamba step was skipped + if: matrix.buildplat[1] == 'win_arm64' + shell: bash -el {0} + run: python -m pip install wheel + - name: Validate wheel RECORD shell: bash -el {0} run: for whl in $(ls wheelhouse); do wheel unpack wheelhouse/$whl -d /tmp; done From cfe54bd5da48095f4c599a58a1ce8ccc0906b668 Mon Sep 17 00:00:00 2001 From: Florian Bourgey Date: Fri, 23 May 2025 13:25:25 -0400 Subject: [PATCH 37/76] Bug cov nat (#60898) * ENH: Add TypeError for unsupported datetime64 and timedelta64 dtypes in DataFrame.cov * TST: Add test for TypeError in DataFrame.cov with NaT and Timedelta inputs * BUG: Improve error message for unsupported datetime and timedelta dtypes in cov() * BUG: Handle NaN values for datetime and timedelta dtypes in BlockManager * BUG: Add test for to_numpy() handling of NaT and NaN values * REF: Refactor imports in frame.py and update test imports in test_to_numpy.py * update dtype check * refactor * update test --- pandas/core/frame.py | 6 ++++ pandas/core/internals/managers.py | 4 +++ pandas/tests/frame/methods/test_to_numpy.py | 36 +++++++++++++++++++++ pandas/tests/frame/test_reductions.py | 33 +++++++++++++++++++ 4 files changed, 79 insertions(+) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index dc3fecba7fb8c..b2c1e38f61f4c 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -11434,6 +11434,12 @@ def cov( c -0.150812 0.191417 0.895202 """ data = self._get_numeric_data() if numeric_only else self + if any(blk.dtype.kind in "mM" for blk in self._mgr.blocks): + msg = ( + "DataFrame contains columns with dtype datetime64 " + "or timedelta64, which are not supported for cov." + ) + raise TypeError(msg) cols = data.columns idx = cols.copy() mat = data.to_numpy(dtype=float, na_value=np.nan, copy=False) diff --git a/pandas/core/internals/managers.py b/pandas/core/internals/managers.py index e238bb78bbdfa..cb290fde7095c 100644 --- a/pandas/core/internals/managers.py +++ b/pandas/core/internals/managers.py @@ -1800,6 +1800,8 @@ def as_array( arr = np.asarray(blk.values, dtype=dtype) else: arr = np.array(blk.values, dtype=dtype, copy=copy) + if passed_nan and blk.dtype.kind in "mM": + arr[isna(blk.values)] = na_value if not copy: arr = arr.view() @@ -1865,6 +1867,8 @@ def _interleave( else: arr = blk.get_values(dtype) result[rl.indexer] = arr + if na_value is not lib.no_default and blk.dtype.kind in "mM": + result[rl.indexer][isna(arr)] = na_value itemmask[rl.indexer] = 1 if not itemmask.all(): diff --git a/pandas/tests/frame/methods/test_to_numpy.py b/pandas/tests/frame/methods/test_to_numpy.py index 36088cceb13f1..f68d7f533645d 100644 --- a/pandas/tests/frame/methods/test_to_numpy.py +++ b/pandas/tests/frame/methods/test_to_numpy.py @@ -3,7 +3,9 @@ from pandas import ( DataFrame, + NaT, Timestamp, + date_range, ) import pandas._testing as tm @@ -41,3 +43,37 @@ def test_to_numpy_mixed_dtype_to_str(self): result = df.to_numpy(dtype=str) expected = np.array([["2020-01-01 00:00:00", "100.0"]], dtype=str) tm.assert_numpy_array_equal(result, expected) + + def test_to_numpy_datetime_with_na(self): + # GH #53115 + dti = date_range("2016-01-01", periods=3) + df = DataFrame(dti) + df.iloc[0, 0] = NaT + expected = np.array([[np.nan], [1.45169280e18], [1.45177920e18]]) + result = df.to_numpy(float, na_value=np.nan) + tm.assert_numpy_array_equal(result, expected) + + df = DataFrame( + { + "a": [Timestamp("1970-01-01"), Timestamp("1970-01-02"), NaT], + "b": [ + Timestamp("1970-01-01"), + np.nan, + Timestamp("1970-01-02"), + ], + "c": [ + 1, + np.nan, + 2, + ], + } + ) + expected = np.array( + [ + [0.00e00, 0.00e00, 1.00e00], + [8.64e04, np.nan, np.nan], + [np.nan, 8.64e04, 2.00e00], + ] + ) + result = df.to_numpy(float, na_value=np.nan) + tm.assert_numpy_array_equal(result, expected) diff --git a/pandas/tests/frame/test_reductions.py b/pandas/tests/frame/test_reductions.py index 127f0fc50a747..cc23c292b66dc 100644 --- a/pandas/tests/frame/test_reductions.py +++ b/pandas/tests/frame/test_reductions.py @@ -1917,6 +1917,39 @@ def test_df_empty_nullable_min_count_1(self, opname, dtype, exp_dtype): expected = Series([pd.NA, pd.NA], dtype=exp_dtype, index=Index([0, 1])) tm.assert_series_equal(result, expected) + @pytest.mark.parametrize( + "data", + [ + {"a": [0, 1, 2], "b": [pd.NaT, pd.NaT, pd.NaT]}, + {"a": [0, 1, 2], "b": [Timestamp("1990-01-01"), pd.NaT, pd.NaT]}, + { + "a": [0, 1, 2], + "b": [ + Timestamp("1990-01-01"), + Timestamp("1991-01-01"), + Timestamp("1992-01-01"), + ], + }, + { + "a": [0, 1, 2], + "b": [pd.Timedelta("1 days"), pd.Timedelta("2 days"), pd.NaT], + }, + { + "a": [0, 1, 2], + "b": [ + pd.Timedelta("1 days"), + pd.Timedelta("2 days"), + pd.Timedelta("3 days"), + ], + }, + ], + ) + def test_df_cov_pd_nat(self, data): + # GH #53115 + df = DataFrame(data) + with pytest.raises(TypeError, match="not supported for cov"): + df.cov() + def test_sum_timedelta64_skipna_false(): # GH#17235 From 09e6754cc42061e450874de26901f25d2c27fc16 Mon Sep 17 00:00:00 2001 From: Yuki Kobayashi Date: Tue, 27 May 2025 01:53:01 +0900 Subject: [PATCH 38/76] DOC: Fix incorrect reST markups in What's new (#61492) --- doc/source/whatsnew/v1.0.0.rst | 2 +- doc/source/whatsnew/v2.2.0.rst | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/source/whatsnew/v1.0.0.rst b/doc/source/whatsnew/v1.0.0.rst index 98cb9c4ad7b45..1aac68b90ff2f 100755 --- a/doc/source/whatsnew/v1.0.0.rst +++ b/doc/source/whatsnew/v1.0.0.rst @@ -1114,7 +1114,7 @@ Numeric - Bug in :class:`UInt64Index` precision loss while constructing from a list with values in the ``np.uint64`` range (:issue:`29526`) - Bug in :class:`NumericIndex` construction that caused indexing to fail when integers in the ``np.uint64`` range were used (:issue:`28023`) - Bug in :class:`NumericIndex` construction that caused :class:`UInt64Index` to be casted to :class:`Float64Index` when integers in the ``np.uint64`` range were used to index a :class:`DataFrame` (:issue:`28279`) -- Bug in :meth:`Series.interpolate` when using method=`index` with an unsorted index, would previously return incorrect results. (:issue:`21037`) +- Bug in :meth:`Series.interpolate` when using ``method='index'`` with an unsorted index, would previously return incorrect results. (:issue:`21037`) - Bug in :meth:`DataFrame.round` where a :class:`DataFrame` with a :class:`CategoricalIndex` of :class:`IntervalIndex` columns would incorrectly raise a ``TypeError`` (:issue:`30063`) - Bug in :meth:`Series.pct_change` and :meth:`DataFrame.pct_change` when there are duplicated indices (:issue:`30463`) - Bug in :class:`DataFrame` cumulative operations (e.g. cumsum, cummax) incorrect casting to object-dtype (:issue:`19296`) diff --git a/doc/source/whatsnew/v2.2.0.rst b/doc/source/whatsnew/v2.2.0.rst index 329ef2859f56f..78954a0795c6f 100644 --- a/doc/source/whatsnew/v2.2.0.rst +++ b/doc/source/whatsnew/v2.2.0.rst @@ -815,8 +815,8 @@ Conversion ^^^^^^^^^^ - Bug in :meth:`DataFrame.astype` when called with ``str`` on unpickled array - the array might change in-place (:issue:`54654`) - Bug in :meth:`DataFrame.astype` where ``errors="ignore"`` had no effect for extension types (:issue:`54654`) +- Bug in :meth:`DataFrame.loc` was not throwing "incompatible dtype warning" (see `PDEP6 `_) when assigning a ``Series`` with a different dtype using a full column setter (e.g. ``df.loc[:, 'a'] = incompatible_value``) (:issue:`39584`) - Bug in :meth:`Series.convert_dtypes` not converting all NA column to ``null[pyarrow]`` (:issue:`55346`) -- Bug in :meth:``DataFrame.loc`` was not throwing "incompatible dtype warning" (see `PDEP6 `_) when assigning a ``Series`` with a different dtype using a full column setter (e.g. ``df.loc[:, 'a'] = incompatible_value``) (:issue:`39584`) Strings ^^^^^^^ From 50e23e72508891c7c89c166eed2871db5e17ece6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jakub=20Raczy=C5=84ski?= <38364178+JMRaczynski@users.noreply.github.com> Date: Mon, 26 May 2025 19:03:31 +0200 Subject: [PATCH 39/76] DOC: Fix sparse and dense array memory usage comparison. (#61495) --- doc/source/user_guide/sparse.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/source/user_guide/sparse.rst b/doc/source/user_guide/sparse.rst index 25bcb8bcc0c93..624086f7a8505 100644 --- a/doc/source/user_guide/sparse.rst +++ b/doc/source/user_guide/sparse.rst @@ -40,8 +40,8 @@ and in the Python interpreter. .. ipython:: python - 'dense : {:0.2f} bytes'.format(df.memory_usage().sum() / 1e3) - 'sparse: {:0.2f} bytes'.format(sdf.memory_usage().sum() / 1e3) + f'dense: {df.memory_usage().sum()} bytes' + f'sparse: {sdf.memory_usage().sum()} bytes' Functionally, their behavior should be nearly identical to their dense counterparts. From f8d93d825515206ef8928963ae68ecbb5284a419 Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Tue, 27 May 2025 19:15:22 +0400 Subject: [PATCH 40/76] DOC: Restructure and expand UDF page (#61470) --- .../user_guide/user_defined_functions.rst | 308 ++++++++++++------ 1 file changed, 211 insertions(+), 97 deletions(-) diff --git a/doc/source/user_guide/user_defined_functions.rst b/doc/source/user_guide/user_defined_functions.rst index c2472b3c229db..f24a71dd690f3 100644 --- a/doc/source/user_guide/user_defined_functions.rst +++ b/doc/source/user_guide/user_defined_functions.rst @@ -1,4 +1,4 @@ -.. _user_defined_functions: +.. _udf: {{ header }} @@ -26,20 +26,6 @@ Here’s a simple example to illustrate a UDF applied to a Series: # Apply the function element-wise using .map s.map(add_one) -You can also apply UDFs to an entire DataFrame. For example: - -.. ipython:: python - - df = pd.DataFrame({"A": [1, 2, 3], "B": [10, 20, 30]}) - - # UDF that takes a row and returns the sum of columns A and B - def sum_row(row): - return row["A"] + row["B"] - - # Apply the function row-wise (axis=1 means apply across columns per row) - df.apply(sum_row, axis=1) - - Why Not To Use User-Defined Functions ------------------------------------- @@ -87,25 +73,25 @@ Methods that support User-Defined Functions User-Defined Functions can be applied across various pandas methods: -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| Method | Function Input | Function Output | Description | -+============================+========================+==========================+==============================================================================================================================================+ -| :meth:`map` | Scalar | Scalar | Apply a function to each element | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`apply` (axis=0) | Column (Series) | Column (Series) | Apply a function to each column | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`apply` (axis=1) | Row (Series) | Row (Series) | Apply a function to each row | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`agg` | Series/DataFrame | Scalar or Series | Aggregate and summarizes values, e.g., sum or custom reducer | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`transform` (axis=0) | Column (Series) | Column(Series) | Same as :meth:`apply` with (axis=0), but it raises an exception if the function changes the shape of the data | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`transform` (axis=1) | Row (Series) | Row (Series) | Same as :meth:`apply` with (axis=1), but it raises an exception if the function changes the shape of the data | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`filter` | Series or DataFrame | Boolean | Only accepts UDFs in group by. Function is called for each group, and the group is removed from the result if the function returns ``False`` | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ -| :meth:`pipe` | Series/DataFrame | Series/DataFrame | Chain functions together to apply to Series or Dataframe | -+----------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| Method | Function Input | Function Output | Description | ++===============================+========================+==========================+==============================================================================================================================================+ +| :ref:`udf.map` | Scalar | Scalar | Apply a function to each element | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.apply` (axis=0) | Column (Series) | Column (Series) | Apply a function to each column | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.apply` (axis=1) | Row (Series) | Row (Series) | Apply a function to each row | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.pipe` | Series or DataFrame | Series or DataFrame | Chain functions together to apply to Series or Dataframe | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.filter` | Series or DataFrame | Boolean | Only accepts UDFs in group by. Function is called for each group, and the group is removed from the result if the function returns ``False`` | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.agg` | Series or DataFrame | Scalar or Series | Aggregate and summarizes values, e.g., sum or custom reducer | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.transform` (axis=0) | Column (Series) | Column (Series) | Same as :meth:`apply` with (axis=0), but it raises an exception if the function changes the shape of the data | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ +| :ref:`udf.transform` (axis=1) | Row (Series) | Row (Series) | Same as :meth:`apply` with (axis=1), but it raises an exception if the function changes the shape of the data | ++-------------------------------+------------------------+--------------------------+----------------------------------------------------------------------------------------------------------------------------------------------+ When applying UDFs in pandas, it is essential to select the appropriate method based on your specific task. Each method has its strengths and is designed for different use @@ -118,101 +104,229 @@ decisions, ensuring more efficient and maintainable code. and :ref:`ewm()` for details. -:meth:`DataFrame.apply` -~~~~~~~~~~~~~~~~~~~~~~~ +.. _udf.map: + +:meth:`Series.map` and :meth:`DataFrame.map` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`map` method is used specifically to apply element-wise UDFs. This means the function +will be called for each element in the ``Series`` or ``DataFrame``, with the individual value or +the cell as the function argument. + +.. ipython:: python + + temperature_celsius = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], + }) + + def to_fahrenheit(value): + return value * (9 / 5) + 32 + + temperature_celsius.map(to_fahrenheit) + +In this example, the function ``to_fahrenheit`` will be called 6 times, once for each value +in the ``DataFrame``. And the result of each call will be returned in the corresponding cell +of the resulting ``DataFrame``. + +In general, ``map`` will be slow, as it will not make use of vectorization. Instead, a Python +function call for each value will be required, which will slow down things significantly if +working with medium or large data. + +When to use: Use :meth:`map` for applying element-wise UDFs to DataFrames or Series. + +.. _udf.apply: + +:meth:`Series.apply` and :meth:`DataFrame.apply` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The :meth:`apply` method allows you to apply UDFs for a whole column or row. This is different +from :meth:`map` in that the function will be called for each column (or row), not for each individual value. + +.. ipython:: python + + temperature_celsius = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], + }) + + def to_fahrenheit(column): + return column * (9 / 5) + 32 + + temperature_celsius.apply(to_fahrenheit) + +In the example, ``to_fahrenheit`` will be called only twice, as opposed to the 6 times with :meth:`map`. +This will be faster than using :meth:`map`, since the operations for each column are vectorized, and the +overhead of iterating over data in Python and calling Python functions is significantly reduced. + +In some cases, the function may require all the data to be able to compute the result. So :meth:`apply` +is needed, since with :meth:`map` the function can only access one element at a time. + +.. ipython:: python + + temperature = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], + }) + + def normalize(column): + return column / column.mean() + + temperature.apply(normalize) + +In the example, the ``normalize`` function needs to compute the mean of the whole column in order +to divide each element by it. So, we cannot call the function for each element, but we need the +function to receive the whole column. + +:meth:`apply` can also execute function by row, by specifying ``axis=1``. + +.. ipython:: python + + temperature = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], + }) + + def hotter(row): + return row["Los Angeles"] - row["NYC"] + + temperature.apply(hotter, axis=1) -The :meth:`apply` method allows you to apply UDFs along either rows or columns. While flexible, -it is slower than vectorized operations and should be used only when you need operations -that cannot be achieved with built-in pandas functions. +In the example, the function ``hotter`` will be called 3 times, once for each row. And each +call will receive the whole row as the argument, allowing computations that require more than +one value in the row. + +``apply`` is also available for :meth:`SeriesGroupBy.apply`, :meth:`DataFrameGroupBy.apply`, +:meth:`Rolling.apply`, :meth:`Expanding.apply` and :meth:`Resampler.apply`. You can read more +about ``apply`` in groupby operations :ref:`groupby.apply`. When to use: :meth:`apply` is suitable when no alternative vectorized method or UDF method is available, but consider optimizing performance with vectorized operations wherever possible. -:meth:`DataFrame.agg` -~~~~~~~~~~~~~~~~~~~~~ +.. _udf.pipe: -If you need to aggregate data, :meth:`agg` is a better choice than apply because it is -specifically designed for aggregation operations. +:meth:`Series.pipe` and :meth:`DataFrame.pipe` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -When to use: Use :meth:`agg` for performing custom aggregations, where the operation returns -a scalar value on each input. +The ``pipe`` method is similar to ``map`` and ``apply``, but the function receives the whole ``Series`` +or ``DataFrame`` it is called on. -:meth:`DataFrame.transform` -~~~~~~~~~~~~~~~~~~~~~~~~~~~ +.. ipython:: python -The :meth:`transform` method is ideal for performing element-wise transformations while preserving the shape of the original DataFrame. -It is generally faster than apply because it can take advantage of pandas' internal optimizations. + temperature = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], + }) -When to use: When you need to perform element-wise transformations that retain the original structure of the DataFrame. + def normalize(df): + return df / df.mean().mean() -.. code-block:: python + temperature.pipe(normalize) - from sklearn.linear_model import LinearRegression +This is equivalent to calling the ``normalize`` function with the ``DataFrame`` as the parameter. - df = pd.DataFrame({ - 'group': ['A', 'A', 'A', 'B', 'B', 'B'], - 'x': [1, 2, 3, 1, 2, 3], - 'y': [2, 4, 6, 1, 2, 1.5] - }).set_index("x") +.. ipython:: python - # Function to fit a model to each group - def fit_model(group): - x = group.index.to_frame() - y = group - model = LinearRegression() - model.fit(x, y) - pred = model.predict(x) - return pred + normalize(temperature) - result = df.groupby('group').transform(fit_model) +The main advantage of using ``pipe`` is readability. It allows method chaining and clearer code when +calling multiple functions. -:meth:`DataFrame.filter` -~~~~~~~~~~~~~~~~~~~~~~~~ +.. ipython:: python -The :meth:`filter` method is used to select subsets of the DataFrame’s -columns or row. It is useful when you want to extract specific columns or rows that -match particular conditions. + temperature_celsius = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], + }) -When to use: Use :meth:`filter` when you want to use a UDF to create a subset of a DataFrame or Series + def multiply_by_9(value): + return value * 9 -.. note:: - :meth:`DataFrame.filter` does not accept UDFs, but can accept - list comprehensions that have UDFs applied to them. + def divide_by_5(value): + return value / 5 + + def add_32(value): + return value + 32 + + # Without `pipe`: + fahrenheit = add_32(divide_by_5(multiply_by_9(temperature_celsius))) + + # With `pipe`: + fahrenheit = (temperature_celsius.pipe(multiply_by_9) + .pipe(divide_by_5) + .pipe(add_32)) + +``pipe`` is also available for :meth:`SeriesGroupBy.pipe`, :meth:`DataFrameGroupBy.pipe` and +:meth:`Resampler.pipe`. You can read more about ``pipe`` in groupby operations in :ref:`groupby.pipe`. + +When to use: Use :meth:`pipe` when you need to create a pipeline of operations and want to keep the code readable and maintainable. + +.. _udf.filter: + +:meth:`Series.filter` and :meth:`DataFrame.filter` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The ``filter`` method is used to select a subset of rows that match certain criteria. +:meth:`Series.filter` and :meth:`DataFrame.filter` do not support user defined functions, +but :meth:`SeriesGroupBy.filter` and :meth:`DataFrameGroupBy.filter` do. You can read more +about ``filter`` in groupby operations in :ref:`groupby.filter`. + +.. _udf.agg: + +:meth:`Series.agg` and :meth:`DataFrame.agg` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The ``agg`` method is used to aggregate a set of data points into a single one. +The most common aggregation functions such as ``min``, ``max``, ``mean``, ``sum``, etc. +are already implemented in pandas. ``agg`` allows to implement other custom aggregate +functions. .. ipython:: python - # Sample DataFrame - df = pd.DataFrame({ - 'AA': [1, 2, 3], - 'BB': [4, 5, 6], - 'C': [7, 8, 9], - 'D': [10, 11, 12] + temperature = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31], }) - # Function that filters out columns where the name is longer than 1 character - def is_long_name(column_name): - return len(column_name) > 1 + def highest_jump(column): + return column.pct_change().max() - df_filtered = df.filter(items=[col for col in df.columns if is_long_name(col)]) - print(df_filtered) + temperature.agg(highest_jump) -Since filter does not directly accept a UDF, you have to apply the UDF indirectly, -for example, by using list comprehensions. -:meth:`DataFrame.map` -~~~~~~~~~~~~~~~~~~~~~ +When to use: Use :meth:`agg` for performing custom aggregations, where the operation returns +a scalar value on each input. -The :meth:`map` method is used specifically to apply element-wise UDFs. +.. _udf.transform: -When to use: Use :meth:`map` for applying element-wise UDFs to DataFrames or Series. +:meth:`Series.transform` and :meth:`DataFrame.transform` +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -:meth:`DataFrame.pipe` -~~~~~~~~~~~~~~~~~~~~~~ +The ``transform``` method is similar to an aggregation, with the difference that the result is broadcasted +to the original data. -The :meth:`pipe` method is useful for chaining operations together into a clean and readable pipeline. -It is a helpful tool for organizing complex data processing workflows. +.. ipython:: python -When to use: Use :meth:`pipe` when you need to create a pipeline of operations and want to keep the code readable and maintainable. + temperature = pd.DataFrame({ + "NYC": [14, 21, 23], + "Los Angeles": [22, 28, 31]}, + index=pd.date_range("2000-01-01", "2000-01-03")) + + def warm_up_all_days(column): + return pd.Series(column.max(), index=column.index) + + temperature.transform(warm_up_all_days) + +In the example, the ``warm_up_all_days`` function computes the ``max`` like an aggregation, but instead +of returning just the maximum value, it returns a ``DataFrame`` with the same shape as the original one +with the values of each day replaced by the the maximum temperature of the city. + +``transform`` is also available for :meth:`SeriesGroupBy.transform`, :meth:`DataFrameGroupBy.transform` and +:meth:`Resampler.transform`, where it's more common. You can read more about ``transform`` in groupby +operations in :ref:`groupby.transform`. + +When to use: When you need to perform an aggregation that will be returned in the original structure of +the DataFrame. Performance From 46e1c601239246d9ac4272f1f938fa535a2562bb Mon Sep 17 00:00:00 2001 From: Matt Popovich Date: Tue, 27 May 2025 09:23:03 -0600 Subject: [PATCH 41/76] DOC: Fixes dangling parenthesis in `.rst` files (#61501) --- doc/source/development/contributing_environment.rst | 2 +- doc/source/user_guide/indexing.rst | 2 +- doc/source/user_guide/io.rst | 2 +- doc/source/user_guide/timeseries.rst | 2 +- doc/source/whatsnew/v0.11.0.rst | 2 +- doc/source/whatsnew/v0.12.0.rst | 2 +- doc/source/whatsnew/v0.16.1.rst | 2 +- doc/source/whatsnew/v0.19.0.rst | 2 +- doc/source/whatsnew/v0.24.0.rst | 4 ++-- doc/source/whatsnew/v1.2.0.rst | 2 +- doc/source/whatsnew/v1.4.0.rst | 2 +- doc/source/whatsnew/v1.5.0.rst | 2 +- doc/source/whatsnew/v2.2.0.rst | 2 +- 13 files changed, 14 insertions(+), 14 deletions(-) diff --git a/doc/source/development/contributing_environment.rst b/doc/source/development/contributing_environment.rst index 98bd4b00d016b..d7b779debcd5e 100644 --- a/doc/source/development/contributing_environment.rst +++ b/doc/source/development/contributing_environment.rst @@ -251,7 +251,7 @@ This option allows you to configure where meson stores your built C extensions, Sometimes, it might be useful to compile pandas with debugging symbols, when debugging C extensions. Appending ``-Csetup-args="-Ddebug=true"`` will do the trick. -With pip, it is possible to chain together multiple config settings (for example specifying both a build directory +With pip, it is possible to chain together multiple config settings. For example, specifying both a build directory and building with debug symbols would look like ``-Cbuilddir="your builddir here" -Csetup-args="-Dbuildtype=debug"``. diff --git a/doc/source/user_guide/indexing.rst b/doc/source/user_guide/indexing.rst index ed5c7806b2e23..113cd9fdc6935 100644 --- a/doc/source/user_guide/indexing.rst +++ b/doc/source/user_guide/indexing.rst @@ -325,7 +325,7 @@ The ``.loc`` attribute is the primary access method. The following are valid inp * A single label, e.g. ``5`` or ``'a'`` (Note that ``5`` is interpreted as a *label* of the index. This use is **not** an integer position along the index.). * A list or array of labels ``['a', 'b', 'c']``. -* A slice object with labels ``'a':'f'`` (Note that contrary to usual Python +* A slice object with labels ``'a':'f'``. Note that contrary to usual Python slices, **both** the start and the stop are included, when present in the index! See :ref:`Slicing with labels `. * A boolean array. diff --git a/doc/source/user_guide/io.rst b/doc/source/user_guide/io.rst index 2a7cab701eecf..e5d43259033b3 100644 --- a/doc/source/user_guide/io.rst +++ b/doc/source/user_guide/io.rst @@ -1415,7 +1415,7 @@ of multi-columns indices. .. note:: If an ``index_col`` is not specified (e.g. you don't have an index, or wrote it - with ``df.to_csv(..., index=False)``, then any ``names`` on the columns index will + with ``df.to_csv(..., index=False)``), then any ``names`` on the columns index will be *lost*. .. ipython:: python diff --git a/doc/source/user_guide/timeseries.rst b/doc/source/user_guide/timeseries.rst index 10260cb011d90..ac0fc9e53ee94 100644 --- a/doc/source/user_guide/timeseries.rst +++ b/doc/source/user_guide/timeseries.rst @@ -2458,7 +2458,7 @@ you can use the ``tz_convert`` method. For ``pytz`` time zones, it is incorrect to pass a time zone object directly into the ``datetime.datetime`` constructor - (e.g., ``datetime.datetime(2011, 1, 1, tzinfo=pytz.timezone('US/Eastern'))``. + (e.g., ``datetime.datetime(2011, 1, 1, tzinfo=pytz.timezone('US/Eastern'))``). Instead, the datetime needs to be localized using the ``localize`` method on the ``pytz`` time zone object. diff --git a/doc/source/whatsnew/v0.11.0.rst b/doc/source/whatsnew/v0.11.0.rst index 28c9d46f21fd8..903632b488cca 100644 --- a/doc/source/whatsnew/v0.11.0.rst +++ b/doc/source/whatsnew/v0.11.0.rst @@ -70,7 +70,7 @@ See the section :ref:`Selection by Position ` for substitutes. Dtypes ~~~~~~ -Numeric dtypes will propagate and can coexist in DataFrames. If a dtype is passed (either directly via the ``dtype`` keyword, a passed ``ndarray``, or a passed ``Series``, then it will be preserved in DataFrame operations. Furthermore, different numeric dtypes will **NOT** be combined. The following example will give you a taste. +Numeric dtypes will propagate and can coexist in DataFrames. If a dtype is passed (either directly via the ``dtype`` keyword, a passed ``ndarray``, or a passed ``Series``), then it will be preserved in DataFrame operations. Furthermore, different numeric dtypes will **NOT** be combined. The following example will give you a taste. .. ipython:: python diff --git a/doc/source/whatsnew/v0.12.0.rst b/doc/source/whatsnew/v0.12.0.rst index 08d3a6b188322..f2674938e7726 100644 --- a/doc/source/whatsnew/v0.12.0.rst +++ b/doc/source/whatsnew/v0.12.0.rst @@ -245,7 +245,7 @@ IO enhancements format. (:issue:`3571`, :issue:`1651`, :issue:`3141`) - If an ``index_col`` is not specified (e.g. you don't have an index, or wrote it - with ``df.to_csv(..., index=False``), then any ``names`` on the columns index will + with ``df.to_csv(..., index=False)``), then any ``names`` on the columns index will be *lost*. .. ipython:: python diff --git a/doc/source/whatsnew/v0.16.1.rst b/doc/source/whatsnew/v0.16.1.rst index cbf5b7703bd79..b376530358f53 100644 --- a/doc/source/whatsnew/v0.16.1.rst +++ b/doc/source/whatsnew/v0.16.1.rst @@ -353,7 +353,7 @@ Deprecations Index representation ~~~~~~~~~~~~~~~~~~~~ -The string representation of ``Index`` and its sub-classes have now been unified. These will show a single-line display if there are few values; a wrapped multi-line display for a lot of values (but less than ``display.max_seq_items``; if lots of items (> ``display.max_seq_items``) will show a truncated display (the head and tail of the data). The formatting for ``MultiIndex`` is unchanged (a multi-line wrapped display). The display width responds to the option ``display.max_seq_items``, which is defaulted to 100. (:issue:`6482`) +The string representation of ``Index`` and its sub-classes have now been unified. These will show a single-line display if there are few values; a wrapped multi-line display for a lot of values (but less than ``display.max_seq_items``); if lots of items (> ``display.max_seq_items``) will show a truncated display (the head and tail of the data). The formatting for ``MultiIndex`` is unchanged (a multi-line wrapped display). The display width responds to the option ``display.max_seq_items``, which is defaulted to 100. (:issue:`6482`) Previous behavior diff --git a/doc/source/whatsnew/v0.19.0.rst b/doc/source/whatsnew/v0.19.0.rst index 1ae711113773f..0b1f6a2249a6c 100644 --- a/doc/source/whatsnew/v0.19.0.rst +++ b/doc/source/whatsnew/v0.19.0.rst @@ -1547,7 +1547,7 @@ Bug fixes - Bug in checking for any null objects in a ``TimedeltaIndex``, which always returned ``True`` (:issue:`13603`) - Bug in ``Series`` arithmetic raises ``TypeError`` if it contains datetime-like as ``object`` dtype (:issue:`13043`) - Bug ``Series.isnull()`` and ``Series.notnull()`` ignore ``Period('NaT')`` (:issue:`13737`) -- Bug ``Series.fillna()`` and ``Series.dropna()`` don't affect to ``Period('NaT')`` (:issue:`13737` +- Bug ``Series.fillna()`` and ``Series.dropna()`` don't affect to ``Period('NaT')`` (:issue:`13737`) - Bug in ``.fillna(value=np.nan)`` incorrectly raises ``KeyError`` on a ``category`` dtyped ``Series`` (:issue:`14021`) - Bug in extension dtype creation where the created types were not is/identical (:issue:`13285`) - Bug in ``.resample(..)`` where incorrect warnings were triggered by IPython introspection (:issue:`13618`) diff --git a/doc/source/whatsnew/v0.24.0.rst b/doc/source/whatsnew/v0.24.0.rst index 60e77a8c5d8c5..0f40f5bfa5fc9 100644 --- a/doc/source/whatsnew/v0.24.0.rst +++ b/doc/source/whatsnew/v0.24.0.rst @@ -1019,7 +1019,7 @@ operations has been changed to match the arithmetic operations in these cases. The affected cases are: - operating against a 2-dimensional ``np.ndarray`` with either 1 row or 1 column will now broadcast the same way a ``np.ndarray`` would (:issue:`23000`). -- a list or tuple with length matching the number of rows in the :class:`DataFrame` will now raise ``ValueError`` instead of operating column-by-column (:issue:`22880`. +- a list or tuple with length matching the number of rows in the :class:`DataFrame` will now raise ``ValueError`` instead of operating column-by-column (:issue:`22880`). - a list or tuple with length matching the number of columns in the :class:`DataFrame` will now operate row-by-row instead of raising ``ValueError`` (:issue:`22880`). .. ipython:: python @@ -1556,7 +1556,7 @@ Performance improvements (i.e. ``x in cat``-style checks are much faster). :meth:`CategoricalIndex.contains` is likewise much faster (:issue:`21369`, :issue:`21508`) - Improved performance of :meth:`HDFStore.groups` (and dependent functions like - :meth:`HDFStore.keys`. (i.e. ``x in store`` checks are much faster) + :meth:`HDFStore.keys` (i.e. ``x in store`` checks) are much faster) (:issue:`21372`) - Improved the performance of :func:`pandas.get_dummies` with ``sparse=True`` (:issue:`21997`) - Improved performance of :func:`IndexEngine.get_indexer_non_unique` for sorted, non-unique indexes (:issue:`9466`) diff --git a/doc/source/whatsnew/v1.2.0.rst b/doc/source/whatsnew/v1.2.0.rst index 12ab4f27d1e62..ebde7cb14684b 100644 --- a/doc/source/whatsnew/v1.2.0.rst +++ b/doc/source/whatsnew/v1.2.0.rst @@ -793,7 +793,7 @@ Groupby/resample/rolling - Bug in :meth:`DataFrame.resample` that would throw a ``ValueError`` when resampling from ``"D"`` to ``"24H"`` over a transition into daylight savings time (DST) (:issue:`35219`) - Bug when combining methods :meth:`DataFrame.groupby` with :meth:`DataFrame.resample` and :meth:`DataFrame.interpolate` raising a ``TypeError`` (:issue:`35325`) - Bug in :meth:`.DataFrameGroupBy.apply` where a non-nuisance grouping column would be dropped from the output columns if another groupby method was called before ``.apply`` (:issue:`34656`) -- Bug when subsetting columns on a :class:`.DataFrameGroupBy` (e.g. ``df.groupby('a')[['b']])``) would reset the attributes ``axis``, ``dropna``, ``group_keys``, ``level``, ``mutated``, ``sort``, and ``squeeze`` to their default values (:issue:`9959`) +- Bug when subsetting columns on a :class:`.DataFrameGroupBy` (e.g. ``df.groupby('a')[['b']]``) would reset the attributes ``axis``, ``dropna``, ``group_keys``, ``level``, ``mutated``, ``sort``, and ``squeeze`` to their default values (:issue:`9959`) - Bug in :meth:`.DataFrameGroupBy.tshift` failing to raise ``ValueError`` when a frequency cannot be inferred for the index of a group (:issue:`35937`) - Bug in :meth:`DataFrame.groupby` does not always maintain column index name for ``any``, ``all``, ``bfill``, ``ffill``, ``shift`` (:issue:`29764`) - Bug in :meth:`.DataFrameGroupBy.apply` raising error with ``np.nan`` group(s) when ``dropna=False`` (:issue:`35889`) diff --git a/doc/source/whatsnew/v1.4.0.rst b/doc/source/whatsnew/v1.4.0.rst index 7b1aef07e5f00..cf016c882c225 100644 --- a/doc/source/whatsnew/v1.4.0.rst +++ b/doc/source/whatsnew/v1.4.0.rst @@ -666,7 +666,7 @@ be removed in a future version. Use :func:`pandas.concat` instead (:issue:`35407 .. code-block:: ipython - In [1]: pd.Series([1, 2]).append(pd.Series([3, 4]) + In [1]: pd.Series([1, 2]).append(pd.Series([3, 4])) Out [1]: :1: FutureWarning: The series.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead. 0 1 diff --git a/doc/source/whatsnew/v1.5.0.rst b/doc/source/whatsnew/v1.5.0.rst index 43aa63c284f38..0bede60758331 100644 --- a/doc/source/whatsnew/v1.5.0.rst +++ b/doc/source/whatsnew/v1.5.0.rst @@ -287,7 +287,7 @@ and attributes without holding entire tree in memory (:issue:`45442`). In [1]: df = pd.read_xml( ... "/path/to/downloaded/enwikisource-latest-pages-articles.xml", - ... iterparse = {"page": ["title", "ns", "id"]}) + ... iterparse = {"page": ["title", "ns", "id"]} ... ) df Out[2]: diff --git a/doc/source/whatsnew/v2.2.0.rst b/doc/source/whatsnew/v2.2.0.rst index 78954a0795c6f..e32417e367427 100644 --- a/doc/source/whatsnew/v2.2.0.rst +++ b/doc/source/whatsnew/v2.2.0.rst @@ -826,7 +826,7 @@ Strings - Bug in :meth:`Index.str.cat` always casting result to object dtype (:issue:`56157`) - Bug in :meth:`Series.__mul__` for :class:`ArrowDtype` with ``pyarrow.string`` dtype and ``string[pyarrow]`` for the pyarrow backend (:issue:`51970`) - Bug in :meth:`Series.str.find` when ``start < 0`` for :class:`ArrowDtype` with ``pyarrow.string`` (:issue:`56411`) -- Bug in :meth:`Series.str.fullmatch` when ``dtype=pandas.ArrowDtype(pyarrow.string()))`` allows partial matches when regex ends in literal //$ (:issue:`56652`) +- Bug in :meth:`Series.str.fullmatch` when ``dtype=pandas.ArrowDtype(pyarrow.string())`` allows partial matches when regex ends in literal //$ (:issue:`56652`) - Bug in :meth:`Series.str.replace` when ``n < 0`` for :class:`ArrowDtype` with ``pyarrow.string`` (:issue:`56404`) - Bug in :meth:`Series.str.startswith` and :meth:`Series.str.endswith` with arguments of type ``tuple[str, ...]`` for :class:`ArrowDtype` with ``pyarrow.string`` dtype (:issue:`56579`) - Bug in :meth:`Series.str.startswith` and :meth:`Series.str.endswith` with arguments of type ``tuple[str, ...]`` for ``string[pyarrow]`` (:issue:`54942`) From 1ccdfe63a91562c9f5cfb818ed7e816d4503b64a Mon Sep 17 00:00:00 2001 From: cmp0xff Date: Tue, 27 May 2025 17:59:46 +0200 Subject: [PATCH 42/76] DOC: use Hashable instead of label (#61500) DOC: https://github.com/pandas-dev/pandas/pull/61455#discussion_r2096069007 --- pandas/core/frame.py | 10 +++++----- pandas/core/indexes/base.py | 6 +++--- pandas/core/reshape/merge.py | 12 ++++++------ 3 files changed, 14 insertions(+), 14 deletions(-) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index b2c1e38f61f4c..bf919c6fe8a42 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -337,15 +337,15 @@ to SQL left anti join; preserve key order. * right_anti: use only keys from right frame that are not in left frame, similar to SQL right anti join; preserve key order. -on : label or list +on : Hashable or a sequence of the previous Column or index level names to join on. These must be found in both DataFrames. If `on` is None and not merging on indexes then this defaults to the intersection of the columns in both DataFrames. -left_on : label or list, or array-like +left_on : Hashable or a sequence of the previous, or array-like Column or index level names to join on in the left DataFrame. Can also be an array or list of arrays of the length of the left DataFrame. These arrays are treated as if they are columns. -right_on : label or list, or array-like +right_on : Hashable or a sequence of the previous, or array-like Column or index level names to join on in the right DataFrame. Can also be an array or list of arrays of the length of the right DataFrame. These arrays are treated as if they are columns. @@ -7395,7 +7395,7 @@ def value_counts( Parameters ---------- - subset : label or list of labels, optional + subset : Hashable or a sequence of the previous, optional Columns to use when counting unique combinations. normalize : bool, default False Return proportions rather than frequencies. @@ -7546,7 +7546,7 @@ def nlargest( ---------- n : int Number of rows to return. - columns : label or list of labels + columns : Hashable or a sequence of the previous Column label(s) to order by. keep : {'first', 'last', 'all'}, default 'first' Where there are duplicate values: diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py index 9df0787a4560d..a8a22dd69b69c 100644 --- a/pandas/core/indexes/base.py +++ b/pandas/core/indexes/base.py @@ -1913,12 +1913,12 @@ def set_names(self, names, *, level=None, inplace: bool = False) -> Self | None: Parameters ---------- - names : label or list of label or dict-like for MultiIndex + names : Hashable or a sequence of the previous or dict-like for MultiIndex Name(s) to set. .. versionchanged:: 1.3.0 - level : int, label or list of int or label, optional + level : int, Hashable or a sequence of the previous, optional If the index is a MultiIndex and names is not dict-like, level(s) to set (None for all levels). Otherwise level must be None. @@ -2023,7 +2023,7 @@ def rename(self, name, *, inplace: bool = False) -> Self | None: Parameters ---------- - name : label or list of labels + name : Hashable or a sequence of the previous Name(s) to set. inplace : bool, default False Modifies the object directly, instead of creating a new Index or diff --git a/pandas/core/reshape/merge.py b/pandas/core/reshape/merge.py index 68d61da0cf7dd..6de3d5c3f9c09 100644 --- a/pandas/core/reshape/merge.py +++ b/pandas/core/reshape/merge.py @@ -198,15 +198,15 @@ def merge( to SQL left anti join; preserve key order. * right_anti: use only keys from right frame that are not in left frame, similar to SQL right anti join; preserve key order. - on : label or list + on : Hashable or a sequence of the previous Column or index level names to join on. These must be found in both DataFrames. If `on` is None and not merging on indexes then this defaults to the intersection of the columns in both DataFrames. - left_on : label or list, or array-like + left_on : Hashable or a sequence of the previous, or array-like Column or index level names to join on in the left DataFrame. Can also be an array or list of arrays of the length of the left DataFrame. These arrays are treated as if they are columns. - right_on : label or list, or array-like + right_on : Hashable or a sequence of the previous, or array-like Column or index level names to join on in the right DataFrame. Can also be an array or list of arrays of the length of the right DataFrame. These arrays are treated as if they are columns. @@ -536,13 +536,13 @@ def merge_ordered( First pandas object to merge. right : DataFrame or named Series Second pandas object to merge. - on : label or list + on : Hashable or a sequence of the previous Field names to join on. Must be found in both DataFrames. - left_on : label or list, or array-like + left_on : Hashable or a sequence of the previous, or array-like Field names to join on in left DataFrame. Can be a vector or list of vectors of the length of the DataFrame to use a particular vector as the join key instead of columns. - right_on : label or list, or array-like + right_on : Hashable or a sequence of the previous, or array-like Field names to join on in right DataFrame or vector/list of vectors per left_on docs. left_by : column name or list of column names From 71885ec7d153fb3b6fa159691f53f286c2bb1aef Mon Sep 17 00:00:00 2001 From: William Andrea <22385371+wjandrea@users.noreply.github.com> Date: Tue, 27 May 2025 13:00:16 -0300 Subject: [PATCH 43/76] DOC: Typo in shared_docs (#61497) Typo in shared_docs --- pandas/core/shared_docs.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/pandas/core/shared_docs.py b/pandas/core/shared_docs.py index 81fa508ae6d23..bf30c215596f2 100644 --- a/pandas/core/shared_docs.py +++ b/pandas/core/shared_docs.py @@ -380,7 +380,7 @@ replaced with `value` - str: string exactly matching `to_replace` will be replaced with `value` - - regex: regexs matching `to_replace` will be replaced with + - regex: regexes matching `to_replace` will be replaced with `value` * list of str, regex, or numeric: @@ -388,7 +388,7 @@ - First, if `to_replace` and `value` are both lists, they **must** be the same length. - Second, if ``regex=True`` then all of the strings in **both** - lists will be interpreted as regexs otherwise they will match + lists will be interpreted as regexes otherwise they will match directly. This doesn't matter much for `value` since there are only a few possible substitution regexes you can use. - str, regex and numeric rules apply as above. From 97897e17eeb2a412d690b344f569ddd480a7b2a4 Mon Sep 17 00:00:00 2001 From: Matthew Heguy <10162554+mheguy@users.noreply.github.com> Date: Tue, 27 May 2025 17:24:32 -0400 Subject: [PATCH 44/76] CLN Replace direct import of closing with qualified contextlib usage (#61506) Replaces direct import of closing with qualified contextlib usage --- pandas/tests/io/test_sql.py | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/pandas/tests/io/test_sql.py b/pandas/tests/io/test_sql.py index ff06d04fc23bd..4a6a5635eb68c 100644 --- a/pandas/tests/io/test_sql.py +++ b/pandas/tests/io/test_sql.py @@ -1,7 +1,6 @@ from __future__ import annotations import contextlib -from contextlib import closing import csv from datetime import ( date, @@ -2580,10 +2579,10 @@ def test_sql_open_close(test_frame3): # between the writing and reading (as in many real situations). with tm.ensure_clean() as name: - with closing(sqlite3.connect(name)) as conn: + with contextlib.closing(sqlite3.connect(name)) as conn: assert sql.to_sql(test_frame3, "test_frame3_legacy", conn, index=False) == 4 - with closing(sqlite3.connect(name)) as conn: + with contextlib.closing(sqlite3.connect(name)) as conn: result = sql.read_sql_query("SELECT * FROM test_frame3_legacy;", conn) tm.assert_frame_equal(test_frame3, result) From f2f24a9d4396da43fad1d6f5145f85f6e1f5386c Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Wed, 28 May 2025 01:37:34 +0400 Subject: [PATCH 45/76] ENH: Support third-party execution engines in Series.map (#61467) --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/series.py | 39 +++++++++++++++ pandas/tests/apply/conftest.py | 63 +++++++++++++++++++++++++ pandas/tests/apply/test_frame_apply.py | 54 +-------------------- pandas/tests/apply/test_series_apply.py | 4 +- pandas/tests/series/methods/test_map.py | 37 ++++++++++++--- 6 files changed, 136 insertions(+), 62 deletions(-) create mode 100644 pandas/tests/apply/conftest.py diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 099e5bc48353a..76f6eab97c4eb 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -73,6 +73,7 @@ Other enhancements - :meth:`DataFrameGroupBy.transform`, :meth:`SeriesGroupBy.transform`, :meth:`DataFrameGroupBy.agg`, :meth:`SeriesGroupBy.agg`, :meth:`RollingGroupby.apply`, :meth:`ExpandingGroupby.apply`, :meth:`Rolling.apply`, :meth:`Expanding.apply`, :meth:`DataFrame.apply` with ``engine="numba"`` now supports positional arguments passed as kwargs (:issue:`58995`) - :meth:`Rolling.agg`, :meth:`Expanding.agg` and :meth:`ExponentialMovingWindow.agg` now accept :class:`NamedAgg` aggregations through ``**kwargs`` (:issue:`28333`) - :meth:`Series.map` can now accept kwargs to pass on to func (:issue:`59814`) +- :meth:`Series.map` now accepts an ``engine`` parameter to allow execution with a third-party execution engine (:issue:`61125`) - :meth:`Series.str.get_dummies` now accepts a ``dtype`` parameter to specify the dtype of the resulting DataFrame (:issue:`47872`) - :meth:`pandas.concat` will raise a ``ValueError`` when ``ignore_index=True`` and ``keys`` is not ``None`` (:issue:`59274`) - :py:class:`frozenset` elements in pandas objects are now natively printed (:issue:`60690`) diff --git a/pandas/core/series.py b/pandas/core/series.py index 2ecb2797a60cc..7a26be875e7b5 100644 --- a/pandas/core/series.py +++ b/pandas/core/series.py @@ -4328,6 +4328,7 @@ def map( self, func: Callable | Mapping | Series | None = None, na_action: Literal["ignore"] | None = None, + engine: Callable | None = None, **kwargs, ) -> Series: """ @@ -4344,6 +4345,25 @@ def map( na_action : {None, 'ignore'}, default None If 'ignore', propagate NaN values, without passing them to the mapping correspondence. + engine : decorator, optional + Choose the execution engine to use to run the function. Only used for + functions. If ``map`` is called with a mapping or ``Series``, an + exception will be raised. If ``engine`` is not provided the function will + be executed by the regular Python interpreter. + + Options include JIT compilers such as Numba, Bodo or Blosc2, which in some + cases can speed up the execution. To use an executor you can provide the + decorators ``numba.jit``, ``numba.njit``, ``bodo.jit`` or ``blosc2.jit``. + You can also provide the decorator with parameters, like + ``numba.jit(nogit=True)``. + + Not all functions can be executed with all execution engines. In general, + JIT compilers will require type stability in the function (no variable + should change data type during the execution). And not all pandas and + NumPy APIs are supported. Check the engine documentation for limitations. + + .. versionadded:: 3.0.0 + **kwargs Additional keyword arguments to pass as keywords arguments to `arg`. @@ -4423,6 +4443,25 @@ def map( else: raise ValueError("The `func` parameter is required") + if engine is not None: + if not callable(func): + raise ValueError( + "The engine argument can only be specified when func is a function" + ) + if not hasattr(engine, "__pandas_udf__"): + raise ValueError(f"Not a valid engine: {engine!r}") + result = engine.__pandas_udf__.map( # type: ignore[attr-defined] + data=self, + func=func, + args=(), + kwargs=kwargs, + decorator=engine, + skip_na=na_action == "ignore", + ) + if not isinstance(result, Series): + result = Series(result, index=self.index, name=self.name) + return result.__finalize__(self, method="map") + if callable(func): func = functools.partial(func, **kwargs) new_values = self._map_values(func, na_action=na_action) diff --git a/pandas/tests/apply/conftest.py b/pandas/tests/apply/conftest.py new file mode 100644 index 0000000000000..aecf82f5a9419 --- /dev/null +++ b/pandas/tests/apply/conftest.py @@ -0,0 +1,63 @@ +import numpy as np +import pytest + +from pandas import ( + DataFrame, + Series, +) +from pandas.api.executors import BaseExecutionEngine + + +class MockExecutionEngine(BaseExecutionEngine): + """ + Execution Engine to test if the execution engine interface receives and + uses all parameters provided by the user. + + Making this engine work as the default Python engine by calling it, no extra + functionality is implemented here. + + When testing, this will be called when this engine is provided, and then the + same pandas.map and pandas.apply function will be called, but without engine, + executing the default behavior from the python engine. + """ + + def map(data, func, args, kwargs, decorator, skip_na): + kwargs_to_pass = kwargs if isinstance(data, DataFrame) else {} + return data.map(func, na_action="ignore" if skip_na else None, **kwargs_to_pass) + + def apply(data, func, args, kwargs, decorator, axis): + if isinstance(data, Series): + return data.apply(func, convert_dtype=True, args=args, by_row=False) + elif isinstance(data, DataFrame): + return data.apply( + func, + axis=axis, + raw=False, + result_type=None, + args=args, + by_row="compat", + **kwargs, + ) + else: + assert isinstance(data, np.ndarray) + + def wrap_function(func): + # https://github.com/numpy/numpy/issues/8352 + def wrapper(*args, **kwargs): + result = func(*args, **kwargs) + if isinstance(result, str): + result = np.array(result, dtype=object) + return result + + return wrapper + + return np.apply_along_axis(wrap_function(func), axis, data, *args, **kwargs) + + +class MockEngineDecorator: + __pandas_udf__ = MockExecutionEngine + + +@pytest.fixture(params=[None, MockEngineDecorator]) +def engine(request): + return request.param diff --git a/pandas/tests/apply/test_frame_apply.py b/pandas/tests/apply/test_frame_apply.py index dde1158dc7951..a9afb5dbd11d7 100644 --- a/pandas/tests/apply/test_frame_apply.py +++ b/pandas/tests/apply/test_frame_apply.py @@ -17,63 +17,11 @@ date_range, ) import pandas._testing as tm -from pandas.api.executors import BaseExecutionEngine +from pandas.tests.apply.conftest import MockEngineDecorator from pandas.tests.frame.common import zip_frames from pandas.util.version import Version -class MockExecutionEngine(BaseExecutionEngine): - """ - Execution Engine to test if the execution engine interface receives and - uses all parameters provided by the user. - - Making this engine work as the default Python engine by calling it, no extra - functionality is implemented here. - - When testing, this will be called when this engine is provided, and then the - same pandas.map and pandas.apply function will be called, but without engine, - executing the default behavior from the python engine. - """ - - def map(data, func, args, kwargs, decorator, skip_na): - kwargs_to_pass = kwargs if isinstance(data, DataFrame) else {} - return data.map( - func, action_na="ignore" if skip_na else False, **kwargs_to_pass - ) - - def apply(data, func, args, kwargs, decorator, axis): - if isinstance(data, Series): - return data.apply(func, convert_dtype=True, args=args, by_row=False) - elif isinstance(data, DataFrame): - return data.apply( - func, - axis=axis, - raw=False, - result_type=None, - args=args, - by_row="compat", - **kwargs, - ) - else: - assert isinstance(data, np.ndarray) - - def wrap_function(func): - # https://github.com/numpy/numpy/issues/8352 - def wrapper(*args, **kwargs): - result = func(*args, **kwargs) - if isinstance(result, str): - result = np.array(result, dtype=object) - return result - - return wrapper - - return np.apply_along_axis(wrap_function(func), axis, data, *args, **kwargs) - - -class MockEngineDecorator: - __pandas_udf__ = MockExecutionEngine - - @pytest.fixture def int_frame_const_col(): """ diff --git a/pandas/tests/apply/test_series_apply.py b/pandas/tests/apply/test_series_apply.py index 9541b0b7495c7..896c5c5fca9f7 100644 --- a/pandas/tests/apply/test_series_apply.py +++ b/pandas/tests/apply/test_series_apply.py @@ -376,13 +376,13 @@ def test_demo(): @pytest.mark.parametrize("func", [str, lambda x: str(x)]) -def test_apply_map_evaluate_lambdas_the_same(string_series, func, by_row): +def test_apply_map_evaluate_lambdas_the_same(string_series, func, by_row, engine): # test that we are evaluating row-by-row first if by_row="compat" # else vectorized evaluation result = string_series.apply(func, by_row=by_row) if by_row: - expected = string_series.map(func) + expected = string_series.map(func, engine=engine) tm.assert_series_equal(result, expected) else: assert result == str(string_series) diff --git a/pandas/tests/series/methods/test_map.py b/pandas/tests/series/methods/test_map.py index 384b7ce3dc985..0ec973dea23d5 100644 --- a/pandas/tests/series/methods/test_map.py +++ b/pandas/tests/series/methods/test_map.py @@ -21,6 +21,10 @@ ) import pandas._testing as tm +# The fixture it's mostly used in pandas/tests/apply, so it's defined in that +# conftest, which is out of scope here. So we need to manually import +from pandas.tests.apply.conftest import engine # noqa: F401 + def test_series_map_box_timedelta(): # GH#11349 @@ -32,16 +36,20 @@ def f(x): ser.map(f) -def test_map_callable(datetime_series): +def test_map_callable(datetime_series, engine): # noqa: F811 with np.errstate(all="ignore"): - tm.assert_series_equal(datetime_series.map(np.sqrt), np.sqrt(datetime_series)) + tm.assert_series_equal( + datetime_series.map(np.sqrt, engine=engine), np.sqrt(datetime_series) + ) # map function element-wise - tm.assert_series_equal(datetime_series.map(math.exp), np.exp(datetime_series)) + tm.assert_series_equal( + datetime_series.map(math.exp, engine=engine), np.exp(datetime_series) + ) # empty series s = Series(dtype=object, name="foo", index=Index([], name="bar")) - rs = s.map(lambda x: x) + rs = s.map(lambda x: x, engine=engine) tm.assert_series_equal(s, rs) # check all metadata (GH 9322) @@ -52,7 +60,7 @@ def test_map_callable(datetime_series): # index but no data s = Series(index=[1, 2, 3], dtype=np.float64) - rs = s.map(lambda x: x) + rs = s.map(lambda x: x, engine=engine) tm.assert_series_equal(s, rs) @@ -269,10 +277,10 @@ def test_map_decimal(string_series): assert isinstance(result.iloc[0], Decimal) -def test_map_na_exclusion(): +def test_map_na_exclusion(engine): # noqa: F811 s = Series([1.5, np.nan, 3, np.nan, 5]) - result = s.map(lambda x: x * 2, na_action="ignore") + result = s.map(lambda x: x * 2, na_action="ignore", engine=engine) exp = s * 2 tm.assert_series_equal(result, exp) @@ -628,3 +636,18 @@ def test_map_no_func_or_arg(): def test_map_func_is_none(): with pytest.raises(ValueError, match="The `func` parameter is required"): Series([1, 2]).map(func=None) + + +@pytest.mark.parametrize("func", [{}, {1: 2}, Series([3, 4])]) +def test_map_engine_no_function(func): + s = Series([1, 2]) + + with pytest.raises(ValueError, match="engine argument can only be specified"): + s.map(func, engine="something") + + +def test_map_engine_not_executor(): + s = Series([1, 2]) + + with pytest.raises(ValueError, match="Not a valid engine: 'something'"): + s.map(lambda x: x, engine="something") From f45cc9743c592b999d80dea65676eaa5f419b1aa Mon Sep 17 00:00:00 2001 From: Arthur Laureus Wigo <126365160+arthurlw@users.noreply.github.com> Date: Fri, 30 May 2025 01:44:30 +0700 Subject: [PATCH 46/76] ENH: Added dict support for `pd.set_option` (#61151) * Added dictionary handling for set_option * precommit * whatsnew * fix test for dictionary input * Updated set_option test * added deprecation warning for multiple option-value pairs * updated test_set_option_multiple to catch deprecation warning * Added example to set_option description * whatsnew deprecation * Fixed docstring error * Removed deprecation warning and whatsnew entry * updated options_context and simplified dictionary handling in set_option * precommit * removed redundant single pair handling --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/_config/config.py | 35 +++++++++++++++++++---- pandas/tests/config/test_config.py | 45 ++++++++++++++++++++++++++++++ 3 files changed, 75 insertions(+), 6 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 76f6eab97c4eb..773ca11dfc0b7 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -52,6 +52,7 @@ Other enhancements - :class:`Rolling` and :class:`Expanding` now support ``pipe`` method (:issue:`57076`) - :class:`Series` now supports the Arrow PyCapsule Interface for export (:issue:`59518`) - :func:`DataFrame.to_excel` argument ``merge_cells`` now accepts a value of ``"columns"`` to only merge :class:`MultiIndex` column header header cells (:issue:`35384`) +- :func:`set_option` now accepts a dictionary of options, simplifying configuration of multiple settings at once (:issue:`61093`) - :meth:`DataFrame.corrwith` now accepts ``min_periods`` as optional arguments, as in :meth:`DataFrame.corr` and :meth:`Series.corr` (:issue:`9490`) - :meth:`DataFrame.cummin`, :meth:`DataFrame.cummax`, :meth:`DataFrame.cumprod` and :meth:`DataFrame.cumsum` methods now have a ``numeric_only`` parameter (:issue:`53072`) - :meth:`DataFrame.ewm` now allows ``adjust=False`` when ``times`` is provided (:issue:`54328`) diff --git a/pandas/_config/config.py b/pandas/_config/config.py index ce53e05608ba7..d42d90d44f82f 100644 --- a/pandas/_config/config.py +++ b/pandas/_config/config.py @@ -199,9 +199,9 @@ def set_option(*args) -> None: Parameters ---------- - *args : str | object - Arguments provided in pairs, which will be interpreted as (pattern, value) - pairs. + *args : str | object | dict + Arguments provided in pairs, which will be interpreted as (pattern, value), + or as a single dictionary containing multiple option-value pairs. pattern: str Regexp which should match a single option value: object @@ -239,6 +239,8 @@ def set_option(*args) -> None: Examples -------- + Option-Value Pair Input: + >>> pd.set_option("display.max_columns", 4) >>> df = pd.DataFrame([[1, 2, 3, 4, 5], [6, 7, 8, 9, 10]]) >>> df @@ -247,8 +249,23 @@ def set_option(*args) -> None: 1 6 7 ... 9 10 [2 rows x 5 columns] >>> pd.reset_option("display.max_columns") + + Dictionary Input: + + >>> pd.set_option({"display.max_columns": 4, "display.precision": 1}) + >>> df = pd.DataFrame([[1, 2, 3, 4, 5], [6, 7, 8, 9, 10]]) + >>> df + 0 1 ... 3 4 + 0 1 2 ... 4 5 + 1 6 7 ... 9 10 + [2 rows x 5 columns] + >>> pd.reset_option("display.max_columns") + >>> pd.reset_option("display.precision") """ - # must at least 1 arg deal with constraints later + # Handle dictionary input + if len(args) == 1 and isinstance(args[0], dict): + args = tuple(kv for item in args[0].items() for kv in item) + nargs = len(args) if not nargs or nargs % 2 != 0: raise ValueError("Must provide an even number of non-keyword arguments") @@ -440,9 +457,10 @@ def option_context(*args) -> Generator[None]: Parameters ---------- - *args : str | object + *args : str | object | dict An even amount of arguments provided in pairs which will be - interpreted as (pattern, value) pairs. + interpreted as (pattern, value) pairs. Alternatively, a single + dictionary of {pattern: value} may be provided. Returns ------- @@ -471,7 +489,12 @@ def option_context(*args) -> Generator[None]: >>> from pandas import option_context >>> with option_context("display.max_rows", 10, "display.max_columns", 5): ... pass + >>> with option_context({"display.max_rows": 10, "display.max_columns": 5}): + ... pass """ + if len(args) == 1 and isinstance(args[0], dict): + args = tuple(kv for item in args[0].items() for kv in item) + if len(args) % 2 != 0 or len(args) < 2: raise ValueError( "Provide an even amount of arguments as " diff --git a/pandas/tests/config/test_config.py b/pandas/tests/config/test_config.py index aaf6178866ecd..a6bc40469cada 100644 --- a/pandas/tests/config/test_config.py +++ b/pandas/tests/config/test_config.py @@ -195,6 +195,24 @@ def test_set_option_multiple(self): assert cf.get_option("b.c") is None assert cf.get_option("b.b") == 10.0 + def test_set_option_dict(self): + # GH 61093 + + cf.register_option("a", 1, "doc") + cf.register_option("b.c", "hullo", "doc2") + cf.register_option("b.b", None, "doc2") + + assert cf.get_option("a") == 1 + assert cf.get_option("b.c") == "hullo" + assert cf.get_option("b.b") is None + + options_dict = {"a": "2", "b.c": None, "b.b": 10.0} + cf.set_option(options_dict) + + assert cf.get_option("a") == "2" + assert cf.get_option("b.c") is None + assert cf.get_option("b.b") == 10.0 + def test_validation(self): cf.register_option("a", 1, "doc", validator=cf.is_int) cf.register_option("d", 1, "doc", validator=cf.is_nonnegative_int) @@ -377,6 +395,33 @@ def f(): f() + def test_set_ContextManager_dict(self): + def eq(val): + assert cf.get_option("a") == val + assert cf.get_option("b.c") == val + + cf.register_option("a", 0) + cf.register_option("b.c", 0) + + eq(0) + with cf.option_context({"a": 15, "b.c": 15}): + eq(15) + with cf.option_context({"a": 25, "b.c": 25}): + eq(25) + eq(15) + eq(0) + + cf.set_option("a", 17) + cf.set_option("b.c", 17) + eq(17) + + # Test that option_context can be used as a decorator too + @cf.option_context({"a": 123, "b.c": 123}) + def f(): + eq(123) + + f() + def test_attribute_access(self): holder = [] From f31a4b188c5bc84f77162dae04c22f25b78219f8 Mon Sep 17 00:00:00 2001 From: Kevin Amparado <109636487+KevsterAmp@users.noreply.github.com> Date: Sat, 31 May 2025 00:36:42 +0800 Subject: [PATCH 47/76] BUGFIX: escape `quotechar` when `escapechar` is not None (even if quoting=csv.QUOTE_NONE) (#61514) * initialize quotechar when self.escapechar is not None even if self.quoting is csv.QUOTENONE * add test * add to whatsnew * add space --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/io/formats/csvs.py | 4 ++-- pandas/tests/frame/methods/test_to_csv.py | 19 +++++++++++++++++++ 3 files changed, 22 insertions(+), 2 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 773ca11dfc0b7..83e64ba263e2d 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -791,6 +791,7 @@ I/O - Bug in :meth:`read_stata` where extreme value integers were incorrectly interpreted as missing for format versions 111 and prior (:issue:`58130`) - Bug in :meth:`read_stata` where the missing code for double was not recognised for format versions 105 and prior (:issue:`58149`) - Bug in :meth:`set_option` where setting the pandas option ``display.html.use_mathjax`` to ``False`` has no effect (:issue:`59884`) +- Bug in :meth:`to_csv` where ``quotechar``` is not escaped when ``escapechar`` is not None (:issue:`61407`) - Bug in :meth:`to_excel` where :class:`MultiIndex` columns would be merged to a single row when ``merge_cells=False`` is passed (:issue:`60274`) Period diff --git a/pandas/io/formats/csvs.py b/pandas/io/formats/csvs.py index 75bcb51ef4be2..1b9eb6303fe74 100644 --- a/pandas/io/formats/csvs.py +++ b/pandas/io/formats/csvs.py @@ -90,9 +90,9 @@ def __init__( self.index_label = self._initialize_index_label(index_label) self.errors = errors self.quoting = quoting or csvlib.QUOTE_MINIMAL - self.quotechar = self._initialize_quotechar(quotechar) self.doublequote = doublequote self.escapechar = escapechar + self.quotechar = self._initialize_quotechar(quotechar) self.lineterminator = lineterminator or os.linesep self.date_format = date_format self.cols = self._initialize_columns(cols) @@ -141,7 +141,7 @@ def _get_index_label_flat(self) -> Sequence[Hashable]: return [""] if index_label is None else [index_label] def _initialize_quotechar(self, quotechar: str | None) -> str | None: - if self.quoting != csvlib.QUOTE_NONE: + if self.quoting != csvlib.QUOTE_NONE or self.escapechar is not None: # prevents crash in _csv return quotechar return None diff --git a/pandas/tests/frame/methods/test_to_csv.py b/pandas/tests/frame/methods/test_to_csv.py index 9eafc69013ffe..34d120145b381 100644 --- a/pandas/tests/frame/methods/test_to_csv.py +++ b/pandas/tests/frame/methods/test_to_csv.py @@ -1450,3 +1450,22 @@ def test_to_csv_warn_when_zip_tar_and_append_mode(self, tmp_path): RuntimeWarning, match=msg, raise_on_extra_warnings=False ): df.to_csv(tar_path, mode="a") + + def test_to_csv_escape_quotechar(self): + # GH61514 + df = DataFrame( + { + "col_a": ["a", "a2"], + "col_b": ['b"c', None], + "col_c": ['de,f"', '"c'], + } + ) + + result = df.to_csv(quotechar='"', escapechar="\\", quoting=csv.QUOTE_NONE) + expected_rows = [ + ",col_a,col_b,col_c", + '0,a,b\\"c,de\\,f\\"', + '1,a2,,\\"c', + ] + expected = tm.convert_rows_list_to_csv_str(expected_rows) + assert result == expected From 2378141442fce73cb047f083236c2db1c95bdc34 Mon Sep 17 00:00:00 2001 From: Arthur Laureus Wigo <126365160+arthurlw@users.noreply.github.com> Date: Fri, 30 May 2025 23:40:42 +0700 Subject: [PATCH 48/76] BUG: Fix inconsistent returned objects when applying groupby aggregations (#61508) * Wrapped return object * Added tests * Whatsnew * pre-commit --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/groupby/generic.py | 12 +++++++----- .../tests/groupby/aggregate/test_aggregate.py | 17 +++++++++++++++++ 3 files changed, 25 insertions(+), 5 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 83e64ba263e2d..d8da05ba6ca00 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -825,6 +825,7 @@ Groupby/resample/rolling - Bug in :meth:`DataFrame.resample` and :meth:`Series.resample` were not keeping the index name when the index had :class:`ArrowDtype` timestamp dtype (:issue:`61222`) - Bug in :meth:`DataFrame.resample` changing index type to :class:`MultiIndex` when the dataframe is empty and using an upsample method (:issue:`55572`) - Bug in :meth:`DataFrameGroupBy.agg` that raises ``AttributeError`` when there is dictionary input and duplicated columns, instead of returning a DataFrame with the aggregation of all duplicate columns. (:issue:`55041`) +- Bug in :meth:`DataFrameGroupBy.agg` where applying a user-defined function to an empty DataFrame returned a Series instead of an empty DataFrame. (:issue:`61503`) - Bug in :meth:`DataFrameGroupBy.apply` and :meth:`SeriesGroupBy.apply` for empty data frame with ``group_keys=False`` still creating output index using group keys. (:issue:`60471`) - Bug in :meth:`DataFrameGroupBy.apply` that was returning a completely empty DataFrame when all return values of ``func`` were ``None`` instead of returning an empty DataFrame with the original columns and dtypes. (:issue:`57775`) - Bug in :meth:`DataFrameGroupBy.apply` with ``as_index=False`` that was returning :class:`MultiIndex` instead of returning :class:`Index`. (:issue:`58291`) diff --git a/pandas/core/groupby/generic.py b/pandas/core/groupby/generic.py index b520ad69aae96..49b80337c700e 100644 --- a/pandas/core/groupby/generic.py +++ b/pandas/core/groupby/generic.py @@ -504,11 +504,13 @@ def aggregate(self, func=None, *args, engine=None, engine_kwargs=None, **kwargs) # inference. We default to using the existing dtype. # xref GH#51445 obj = self._obj_with_exclusions - return self.obj._constructor( - [], - name=self.obj.name, - index=self._grouper.result_index, - dtype=obj.dtype, + return self._wrap_aggregated_output( + self.obj._constructor( + [], + name=self.obj.name, + index=self._grouper.result_index, + dtype=obj.dtype, + ) ) return self._python_agg_general(func, *args, **kwargs) diff --git a/pandas/tests/groupby/aggregate/test_aggregate.py b/pandas/tests/groupby/aggregate/test_aggregate.py index b7e6e55739c17..4f6c27bd327cb 100644 --- a/pandas/tests/groupby/aggregate/test_aggregate.py +++ b/pandas/tests/groupby/aggregate/test_aggregate.py @@ -1807,3 +1807,20 @@ def test_groupby_aggregation_func_list_multi_index_duplicate_columns(): index=Index(["level1.1", "level1.2"]), ) tm.assert_frame_equal(result, expected) + + +def test_groupby_aggregate_empty_builtin_sum(): + df = DataFrame(columns=["Group", "Data"]) + result = df.groupby(["Group"], as_index=False)["Data"].agg("sum") + expected = DataFrame(columns=["Group", "Data"]) + tm.assert_frame_equal(result, expected) + + +def test_groupby_aggregate_empty_udf(): + def func(x): + return sum(x) + + df = DataFrame(columns=["Group", "Data"]) + result = df.groupby(["Group"], as_index=False)["Data"].agg(func) + expected = DataFrame(columns=["Group", "Data"]) + tm.assert_frame_equal(result, expected) From 8981a0fb32a5653d58a9cf4d1b044e5e08f8fe2f Mon Sep 17 00:00:00 2001 From: Zanir Pirani <46696445+ZanirP@users.noreply.github.com> Date: Fri, 30 May 2025 11:43:55 -0500 Subject: [PATCH 49/76] BUG: Raise clear error for duplicate id_vars in melt (GH61475) (#61484) * BUG: Raise clear error for duplicate id_vars in melt (GH61475) * Bug Fixed Issue GH61475 * if statement changes * Update pandas/core/reshape/melt.py --------- Co-authored-by: ZanirP Co-authored-by: ZanirP Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/reshape/melt.py | 4 ++++ pandas/tests/reshape/test_melt.py | 8 ++++++++ 3 files changed, 13 insertions(+) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index d8da05ba6ca00..3c6a1c8c5c3be 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -851,6 +851,7 @@ Reshaping - Bug in :meth:`DataFrame.stack` with the new implementation where ``ValueError`` is raised when ``level=[]`` (:issue:`60740`) - Bug in :meth:`DataFrame.unstack` producing incorrect results when manipulating empty :class:`DataFrame` with an :class:`ExtentionDtype` (:issue:`59123`) - Bug in :meth:`concat` where concatenating DataFrame and Series with ``ignore_index = True`` drops the series name (:issue:`60723`, :issue:`56257`) +- Bug in :func:`melt` where calling with duplicate column names in ``id_vars`` raised a misleading ``AttributeError`` (:issue:`61475`) Sparse ^^^^^^ diff --git a/pandas/core/reshape/melt.py b/pandas/core/reshape/melt.py index f4cb82816bbcf..20b4cd2185bb4 100644 --- a/pandas/core/reshape/melt.py +++ b/pandas/core/reshape/melt.py @@ -182,6 +182,10 @@ def melt( value_vars_was_not_none = value_vars is not None value_vars = ensure_list_vars(value_vars, "value_vars", frame.columns) + # GH61475 - prevent AttributeError when duplicate column in id_vars + if len(frame.columns.get_indexer_for(id_vars)) > len(id_vars): + raise ValueError("id_vars cannot contain duplicate columns.") + if id_vars or value_vars: if col_level is not None: level = frame.columns.get_level_values(col_level) diff --git a/pandas/tests/reshape/test_melt.py b/pandas/tests/reshape/test_melt.py index 95aa5291cb45a..02544c9518d10 100644 --- a/pandas/tests/reshape/test_melt.py +++ b/pandas/tests/reshape/test_melt.py @@ -555,6 +555,14 @@ def test_melt_multiindex_columns_var_name_too_many(self): ): df.melt(var_name=["first", "second", "third"]) + def test_melt_duplicate_column_header_raises(self): + # GH61475 + df = DataFrame([[1, 2, 3], [3, 4, 5]], columns=["A", "A", "B"]) + msg = "id_vars cannot contain duplicate columns." + + with pytest.raises(ValueError, match=msg): + df.melt(id_vars=["A"], value_vars=["B"]) + class TestLreshape: def test_pairs(self): From 3555dbc7087da09912c0f55cd5b633cd12daa2d6 Mon Sep 17 00:00:00 2001 From: myenugula <127900888+myenugula@users.noreply.github.com> Date: Sat, 31 May 2025 01:21:53 +0700 Subject: [PATCH 50/76] BUG: Fix DatetimeIndex timezone preservation when joining indexes with same timezone but different units (#61234) * BUG: Fix DatetimeIndex timezone preservation when joining indexes with same timezone but different units * TST: Split timezone preservation test into separate tests Address review comments on PR #60080 by splitting the comprehensive test into separate focused tests for each set operation (union, intersection, symmetric_difference). * Remove unnecessary assert result.tz == idx1.tz --- doc/source/whatsnew/v3.0.0.rst | 2 +- pandas/core/indexes/base.py | 12 ++-- pandas/tests/indexes/datetimes/test_setops.py | 63 +++++++++++++++++++ 3 files changed, 72 insertions(+), 5 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 3c6a1c8c5c3be..21fc01655ddc0 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -707,7 +707,7 @@ Timedelta Timezones ^^^^^^^^^ -- +- Bug in :meth:`DatetimeIndex.union`, :meth:`DatetimeIndex.intersection`, and :meth:`DatetimeIndex.symmetric_difference` changing timezone to UTC when merging two DatetimeIndex objects with the same timezone but different units (:issue:`60080`) - Numeric diff --git a/pandas/core/indexes/base.py b/pandas/core/indexes/base.py index a8a22dd69b69c..4e1ea07907cdb 100644 --- a/pandas/core/indexes/base.py +++ b/pandas/core/indexes/base.py @@ -2967,10 +2967,14 @@ def _dti_setop_align_tzs(self, other: Index, setop: str_t) -> tuple[Index, Index and self.tz is not None and other.tz is not None ): - # GH#39328, GH#45357 - left = self.tz_convert("UTC") - right = other.tz_convert("UTC") - return left, right + # GH#39328, GH#45357, GH#60080 + # If both timezones are the same, no need to convert to UTC + if self.tz == other.tz: + return self, other + else: + left = self.tz_convert("UTC") + right = other.tz_convert("UTC") + return left, right return self, other @final diff --git a/pandas/tests/indexes/datetimes/test_setops.py b/pandas/tests/indexes/datetimes/test_setops.py index 7ef6efad0ff6f..7a68cb867c94e 100644 --- a/pandas/tests/indexes/datetimes/test_setops.py +++ b/pandas/tests/indexes/datetimes/test_setops.py @@ -201,6 +201,69 @@ def test_union_same_timezone_different_units(self): expected = date_range("2000-01-01", periods=3, tz="UTC").as_unit("us") tm.assert_index_equal(result, expected) + def test_union_same_nonzero_timezone_different_units(self): + # GH 60080 - fix timezone being changed to UTC when units differ + # but timezone is the same + tz = "UTC+05:00" + idx1 = date_range("2000-01-01", periods=3, tz=tz).as_unit("us") + idx2 = date_range("2000-01-01", periods=3, tz=tz).as_unit("ns") + + # Check pre-conditions + assert idx1.tz == idx2.tz + assert idx1.dtype != idx2.dtype # Different units + + # Test union preserves timezone when units differ + result = idx1.union(idx2) + expected = date_range("2000-01-01", periods=3, tz=tz).as_unit("ns") + tm.assert_index_equal(result, expected) + + def test_union_different_dates_same_timezone_different_units(self): + # GH 60080 - fix timezone being changed to UTC when units differ + # but timezone is the same + tz = "UTC+05:00" + idx1 = date_range("2000-01-01", periods=3, tz=tz).as_unit("us") + idx3 = date_range("2000-01-03", periods=3, tz=tz).as_unit("us") + + # Test with different dates to ensure it's not just returning one of the inputs + result = idx1.union(idx3) + expected = DatetimeIndex( + ["2000-01-01", "2000-01-02", "2000-01-03", "2000-01-04", "2000-01-05"], + tz=tz, + ).as_unit("us") + tm.assert_index_equal(result, expected) + + def test_intersection_same_timezone_different_units(self): + # GH 60080 - fix timezone being changed to UTC when units differ + # but timezone is the same + tz = "UTC+05:00" + idx1 = date_range("2000-01-01", periods=3, tz=tz).as_unit("us") + idx2 = date_range("2000-01-01", periods=3, tz=tz).as_unit("ns") + + # Check pre-conditions + assert idx1.tz == idx2.tz + assert idx1.dtype != idx2.dtype # Different units + + # Test intersection + result = idx1.intersection(idx2) + expected = date_range("2000-01-01", periods=3, tz=tz).as_unit("ns") + tm.assert_index_equal(result, expected) + + def test_symmetric_difference_same_timezone_different_units(self): + # GH 60080 - fix timezone being changed to UTC when units differ + # but timezone is the same + tz = "UTC+05:00" + idx1 = date_range("2000-01-01", periods=3, tz=tz).as_unit("us") + idx4 = date_range("2000-01-02", periods=3, tz=tz).as_unit("ns") + + # Check pre-conditions + assert idx1.tz == idx4.tz + assert idx1.dtype != idx4.dtype # Different units + + # Test symmetric_difference + result = idx1.symmetric_difference(idx4) + expected = DatetimeIndex(["2000-01-01", "2000-01-04"], tz=tz).as_unit("ns") + tm.assert_index_equal(result, expected) + # TODO: moved from test_datetimelike; de-duplicate with version below def test_intersection2(self): first = date_range("2020-01-01", periods=10) From c708e152c42f81b17cf6e47f7939a86e4c3fc77f Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Fri, 30 May 2025 11:33:49 -0700 Subject: [PATCH 51/76] TST: Use external_error_raised for numpy-raised test_error_invalid_values (#61518) --- .../tests/arrays/integer/test_arithmetic.py | 39 ++----------------- 1 file changed, 4 insertions(+), 35 deletions(-) diff --git a/pandas/tests/arrays/integer/test_arithmetic.py b/pandas/tests/arrays/integer/test_arithmetic.py index dee3deeee0f2f..9fbea2022c87b 100644 --- a/pandas/tests/arrays/integer/test_arithmetic.py +++ b/pandas/tests/arrays/integer/test_arithmetic.py @@ -178,25 +178,9 @@ def test_error_invalid_values(data, all_arithmetic_operators): ops = getattr(s, op) # invalid scalars - msg = "|".join( - [ - r"can only perform ops with numeric values", - r"IntegerArray cannot perform the operation mod", - r"unsupported operand type", - r"can only concatenate str \(not \"int\"\) to str", - "not all arguments converted during string", - "ufunc '.*' not supported for the input types, and the inputs could not", - "ufunc '.*' did not contain a loop with signature matching types", - "Addition/subtraction of integers and integer-arrays with Timestamp", - "has no kernel", - "not implemented", - "The 'out' kwarg is necessary. Use numpy.strings.multiply without it.", - "not supported for dtype", - ] - ) - with pytest.raises(TypeError, match=msg): + with tm.external_error_raised(TypeError): ops("foo") - with pytest.raises(TypeError, match=msg): + with tm.external_error_raised(TypeError): ops(pd.Timestamp("20180101")) # invalid array-likes @@ -214,25 +198,10 @@ def test_error_invalid_values(data, all_arithmetic_operators): # more-correct than np.nan here. tm.assert_series_equal(res, expected) else: - with pytest.raises(TypeError, match=msg): + with tm.external_error_raised(TypeError): ops(str_ser) - msg = "|".join( - [ - "can only perform ops with numeric values", - "cannot perform .* with this index type: DatetimeArray", - "Addition/subtraction of integers and integer-arrays " - "with DatetimeArray is no longer supported. *", - "unsupported operand type", - r"can only concatenate str \(not \"int\"\) to str", - "not all arguments converted during string", - "cannot subtract DatetimeArray from ndarray", - "has no kernel", - "not implemented", - "not supported for dtype", - ] - ) - with pytest.raises(TypeError, match=msg): + with tm.external_error_raised(TypeError): ops(pd.Series(pd.date_range("20180101", periods=len(s)))) From 7b721125ab5ae5d5b0d8d7dd31140ce7cae1a94b Mon Sep 17 00:00:00 2001 From: Brian Christian Date: Mon, 2 Jun 2025 09:28:55 -0700 Subject: [PATCH 52/76] DOC: Typo fix for .astype() in cheatsheet (#61528) Typo fix for .astype() in cheatsheet --- doc/cheatsheet/Pandas_Cheat_Sheet.pdf | Bin 461488 -> 490730 bytes doc/cheatsheet/Pandas_Cheat_Sheet.pptx | Bin 308486 -> 308485 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/doc/cheatsheet/Pandas_Cheat_Sheet.pdf b/doc/cheatsheet/Pandas_Cheat_Sheet.pdf index 87f3e9252cca2a5b128dc98ad5187a821b11a9e6..33fbf2507ed62829a6207cf8e375f695228de3c7 100644 GIT binary patch delta 304377 zcmYJa18^Y07B0N8t&MHlwry;jY`C#Av2A0+jcsmh+uGRn%f0vg|Eub%?sNJ~qq^sO zeR{sBNya;Q#*b4*&)jg7LPOG&<*5+&1!9Mye3o=+Zs_<}q)Mh94wunU~pxj=2P zC2!Ewm+3a1w=KAcu*A;jaogY zIeB??Rkj+(b}YWlExT4pdG}4(|R02{|IntC?u>hX(-nV3pdx;It-98B9VJ2JgSP6gL(ohiGk^Nm*TeSYH`|1^obO}h+{M~JH~ zcywKB;971F@rM_Ysb(8xKi{&fVb|670!3&-EK#3g43z9T*kUU2t)RA4t1PH3*69pB zNm8W#&a32)^NHN53>B-O|a-$ENc9QEODSn|R$qb=!!K(P32vVtE zI-RY_2;JL~rv)Q7puFg~my-iq`XA*4j&rI$bUT*9TpS^V1vt_}mmI5C31wquUgZ8Yv-{zm$6ta z*!=vEQ6HSt>#*=Gj8gNY6r4AoUGdRLAN2i5!*gMg%!-dy>5+3~y8q|7gvC{FpmfN+ za%ANrDwr>OeE)1!aP|Vrqdfq;)&R`+FPPuYUg&H2`DBkJc=3z$3k%3b7nbeTOe0*n zm7|3^*NA3ipEiPK2cz413Qc=G zDlJ?ay6T>?oC`<)@|E^EHZM56$8HGH&HaqJll|IJVN4rrwiuiUKXF)bB!NE#7`POO znWrJsBvbh|dY)9x_ptO8%nvl|a(Xr2Ln(hYJ&`3tr0g+uSqDQmfCfXB^x49FK8=<( zVQN67fxF-%D9Rk6BW64PRWK2WM1sipUSvJKC|5M+BHD!F&9NCVudSn`u&-r=-7Yi6 zN>k8BVv5EQP25O0w%jB6n*~Tgb4{u_w)*qCG!Bhh$0jTVUMQP6P(;Brow4xvSGczj z@fZwTaMp0G(y)q5ioDf*YBJQar5>T)kl%{q6~9$hRM8>KG6}&*lf{XHm>v$B;MSPm zNC1O!upOuAu0}*!+ID)2_{*6H+IK3a&J-X8!34Xw&E**Qk5 zrm-*CSHJH>>hJ(mO4(GRJ&KlETMcxFo-npi@FNnZ~ z+X$v2SiFn}+J@T<19Mv-uRktt|VVZ;vCaH z=G?JOS#=uhMGne94uS30vz4bppIp%AVxyp|#-mEu(cXR=ynDekpIpby ztRrPrQG|wreVC*Q@fir7QLxZlTil1m_2ia!cDo21n2kasdA0iog76va*25xU{3F}- zfBfh&gSv;1E*JJ;Cf5JK6weWuVfZ&rHly|s^{=|Qs-zddiX%^06JRfl?`9cDI-hcH zM4=}Rz6X;=MxiGrH>v2CQfz~qE|46_UFC_m_K@q5JoAytWUWi}{7Y4M?`1B3As+oR zqS;XS9t31iwvN+c4cnT<3*8-4Jp!753Z0BtUKXctTnOgIEs#Vn_Xq#DRxX)f%=f(R zR*k-f)>(GoZ*IMgljI*{EjpS+n;NWB!lhW2jwseZ5>C6{Zdsi=Tys^E81}3MxC};H z^Xba7+jjz0&TX5Y2*B@K*EH-6zrqPnST-#xQ+}5=;34vRJKS?y?NdKtr5h-dz zC_0L37A>+jd(R9W7Jn|1ul zH|y92s^VNlMTTcR1nNwpFT-tKhz4^jCEV!{N|Y^?D#;Vi6pOA_L6OT;gb6qA__t7F zTxkpjxK&aPq`kZ1n-352C>;puBG}fBmsqqgKh2AFjQ7g9+6aS^Dd{W($-!~Ue6}6# zC0%#AT8j&mOgY?cCWd;noa(g~MZA#C3ET?7Tlf3QNMa}$>@8cnI$D4O5&~bvMHtJy zs%kV}++R{~FrgjiKM~4Kah!58xKSOEZC8PX{j9|A=LmK^3KVkpM}t(uA8{TdSoM60 zg*K&KX=to+B3#do3j66bzh4|L1k0ZtQ!LU|xGDdYh;UQh&?VI;v3xrXjgpL*s~|)n z5Zi_=h15$hnmRz~*JG!vZ0A9hL12^!bsTYm=-qFHtQ+B!irs9U{)QEG=;|j6Ev*L# zGd2~!SlVPn3iGUAKiND@-6Z; z!T$J=o!|b*Lvd>A=-GJ%!yREdgH7a27s0K{jnWOyVy$<2Tzy>i1Z?W4HNjwqW;I;n zXcJ_r`HrvTke^>rG$oj}+J?7HvL#>?vNk5BYQsA56rR zIkP3Le1i%7gIqOibWZPko$*4z9VW!taA9Z-W4H8sXGTZK?7=yDT9-AQWe;~IeIzJ- z0|2*%&pBAOf6eVpQT_MuiE<8nxf~tayd$W5`VzW)`XcyTDEWfjJx&3^&dT=Xm2ZLz zPS5s8EqQS~cc6}(-#(_>c=hzczkCl#mAT*8(l(K#7Ee0}12LHccPL_|a?F36(Md#0 zTFoKoY+ogtRat0Mk>luJtqiHO%j_oAmL+$g%PcAFqij`bI7{7NFTg!C?>{|fOKA(O zO`|(OuR4yRuBwbqPYLnw2WL!GQ`p*A>_6(=oD-);;a_;pEF1mDe|3EMFGMU&m;boC z=jpu!Pl8=khiNBf;%EYl0}xM&v+Z4(=wHml^?viddzu9w_Sa&CN0jB=6{`!)igZT= z5#rygscjE_)dPCan2V=1H9}*U6$EdYmCEN_;^q{79f8LB_uzL>_8J;9*W`3ze|Dnv z-VP8{kv{39cL?!2L1dE>#q~R*9qVeihCD6iwXoTD3q?lOetw*-Iy|Hu@2`%wL8b)7 zu9_|mt(dw(DvLcm=vCy5f+pV!c;`GsCiXpMgJ9BWR|54dbS&9;mT7v81QuJZ1*$TC zIFi)Mb-MEovH5=(L6lm~{2O_izk7qxHm}r5S)IeD$Mv3SfD~V0Y%^vq7N^x`ImJ5N zvVF3Ir{me&7TL{uFrNymSxvKx=Ivap)^et#MR-B8Tg0h2ez}HX9&D+!I_7i5c}#Uj z-7__56a?BuONcld{(36p>|IeB5M`Idh)mwVvm+|``|6}VlqL|w*mP$~rQd8@>nz5P z!Kmigf@-w;(7$|vpP9_YmE{-0P17`2>u(nPf6EA`YHS4667+>|L0^bRPft+Kh0R1h|=cocOtBD-LTCL|ht>f9zQ$&>c3mTnQ(d?aggu z%#l;mHy}#4Yy7p`Zs%XH#;dnpM8ZG;-&#oR#Xt}c;nW~x{ydcmjjnYiQfNDwHRn?o2t*MODf^u zN+(FLpf)oMF#0wYcPdO{_HzDgryESu=Tkj8{Sx@qvEJ}k|0t=r`^%{{Qz$hF^>*7g zL1YY)r>#_y6lcF2#KrXFhATfa!tZ}nYNrI<6JC686Dp1Vi?0aP#*M!o&sn;Gxul+x zH#4zMx zCqP2H`PK4~$w{HBmF~yIf_`a82>d~$4?}}dB|vv6nnvYHHghyY(MpQ2>RyqYRw$Hv zhJs%G!v|-XuRm^NIYupODNCJLUtzD1*0H>e%GCdlWXsu~7TCvf;$Es@55!56NEe2y zMGnzZspU^a2E}@uB1o-X0Ab+3m263i8-(bqz~25^1%|4>&{${>_qG88nvxlPIjRIX zT~4YnXnS=RXBzTFvOFBZ2keR1#cw_>VOE#e8WCCwX*h%`gW-6plLC5Q*{xXxmC!JV z8672Ek^>1aA79U6*~sFkKh!S(Ytymk`#ba_k>A1e;>j-y=cdX9 zx&vai7`Fgi$m2nDFKh9K#R&Lvj8$EX6`L*47c5?vl-p~hF(%r=aWI# zebHH+k`Jx+s?ngeEtRl zqTO(jODs@DCM({lB~{0!bdv@ypXK(P)^2hQK&_iUYCt?XNLn8d_x!WB5wSzSL;>Z` zUaAFpm}5;UlH>Ovy!R)tJWF@Txbyi}IZ2F@MK%;BT(xG^1SlsowvRoqL8A8aEk+LS zHx*TY(HwNwmZ?*Q!_s6 z`r{wRZA$`51RrgoVJGC(Qi%mBtQIR^Mk6rC8h+UbV9rS9v_A=w+AK4I@+%Tk#%Lg z17O6pXn05o4c;vSq;8+xF2(}sHB8UNk(yIrL8Mvsb)9-nSLu= z$6tC6PeI~EqA@M}Uw41f2tpMKmbSHJhXX;M5MHcbJM=oh1F;5-gKDcCy93`1S zJRSUEHp5x<%MuST=m8``p-W}H)#pQTt<7tuE-~A1D6j6MxAaQ;;NY#gJ_DDA+Bll& zy1-3*GX$c*uCit;O{;V6qYY)g3A1U*Cq$*+Ar?|o&&$jo<48W5=gc=o%P!Y#O3?2t zOu|fcO7PO4y}&#g?5T(w`lW|9mV$Fcx}zz~d0PWpUjco%A)vFhvmBA4c$cWbA?!+3 zyY(pBoO?|Xcr9Y>5PRBWy#hx9<3kvGdQj^U1NzOP20x#L=kN`sNG!xr$nA{$601P$ zAf%9-mC^l&#F)ce7~^|=@)F}a<<<^9#tzpnFl!@|)Er`O!2#RZ>lc57;JV`m*3hDg zNV85&udzcs51@0Nhmko~OOn7VHdFEId?7VX$=n6Dry|uQWZm%v#E?l(?p9QkZ?zZxD~So4>FDRtgiosSD4g_E z6yjt1p$_W=wc)#|Gecwpoe@c*3b?u`AcM8toxIbU-9;Z_$Yz+!dTzYk#~deFLJ1IR-cQEV*8>SRJRBc zXsV`7kY%N^ZtqtR%&)xQkPu$2_>HFX=-ibK{4&&&taJ;(*;#4TLuAw# z_}9eID51oPd;ky9MVicf3{J6?IGc6`FV|WmcwY$i%|TOU@2C0p2tDBLt!XT^p7^g| zw<}2`cqvbNYz#tu;#->TwNmq6rt%53ZW%Y)@1zS_drM!~8#qRsgaYK{mXvkUyO*d7^iJW+TJ*y&2@pPlGQNZy@I*6}eElp(@#F2JtK<5oaN zl}sgTpG?A^ONs6bQ|RGIJT-~V+UxmampN9>xMRV}Fk%y9TwAUziNDKBRd<@s#kG4o z#-*ijxqcsNd3q17{f}`iG3;9#^Y>-_F^t_jd(99020JrcEnk3q^B6O~N8Wx%*UEUR zh&w`GWoP7_V~NzQ+FyE?Ct_wgcB)vGtGj|kHV0^>saU22i^RpIJC%oazN1smG9AMk!2jDUXPat`ZLHnmp~DxI3O;gv!(v4$ z!ep0fJ`LY98w0EsCAx;={Ca^sD&R7Da&xvPO6mz!4gW^j@1wmWx$b zz$R#KoI3KsnaioxJ_P;jY$V4#d^2Z$(VE~2^CNjip$xD`z0>?Wm_*Xy+sK|w-c_RI z7I62K$*gI}l*6SYd~x!>oW_cO2Y#~#9rlW&sB%%3!2j$E{&TpGJSmCHIB0>&&TUbS z$my@&0u8@nepcNy6b?UPYs%ZEbBVQhnAl1notsOwgXh!5AMqG-bj#fJBU^xRl;g$w zNXrRJq#7uTg{h3CJxv4;__QQKPkMTwiqux#W!?A{gStg9@w|yNUX0J{g7L3@z=Cm$ ze~!yQY%U>Ln`*p#!cu3K^juw#n?F-|KvKK=`J{59X-)H3_dy3nGTuIs%YY1%UD}ps zam%!lRli!27w+_Q(Up4aGl-_i9V!J@A#f*07YX1g+gp$>JCrcO^Tnx=TY6w#O8Rch zbiQ!|M<>_eCuK7Haxy3&y*D7K<=Wr5j#p!T7K2IHztmaf=<+!Rd&CyA^GqjDOE_6L za9A%8Nyd#I&a-kyS+pD9laxA~@VfW&Gx^y%?t+T)yEkpV{T*W$r1ZhdqfQ{a9m>UQ zi7;UCY_Om^ovKkh^W6@l04KwI|NJ*qnrS@cUT*LQ=|un1wQ&bb%4FWs2e_ZgHIw(b z+O-THwjkMao2z3ycX59v1TE)Fn|e!f+NL(WlgLpvvOMs!$g{}1F_uJUo*g?719B*DA7L}~Lq)41qon!-zGzcXM*vTz8 ziF!8qE&z7HqioAWe0j5I_V|f#vHks&O3j^hi&R)Uy5y&vDrE{EE8k{Y1(eWv%MWNW z$HI*0vf^KzKh;?Aw%RHfg-W1GAN=MQ_{3D=%v(BLxC^9Zp>U6Ui6oNl`_}HgPMPLw zdkytSg@6nYs?(XGUqhVVeurd60^!DKW=x%#{?w=a1Iget>!$TZ)+0(`tF>NlY=s?I zSn7!xRRyLP!blZE6j|5=()x?Rk!F6QkH3>5Bcndqvan+!@*)+b{2URAm`08iO)_>W zO3Nw;tD-*nX{85!VW)f0EJJdCm)!{HE$2H+3bek$%3Y`x%WR0S_6bU>1KQjQoiur? zeI7EN8aQ+CKg89|intytu+`O%^ndEHdSj|5-%lKDx=5KxBgy)&E}1E-bB|1_sHyfR ziUyU+^h>xiA3k-KIR@zSbP8o0-5!rnL|bW;OpUr;+#N*7@UY32{AWYspW292L<2!04u*XX^UBn5}pTm+cO_UOJ8|u`A0Z#_a$;;}8 z*pfzMcn*@RA+P0YGjv{5R&fH~I=7C{MY^lgiIj-)%c;UCgJL~Jj0(^&PbJrn$M5pE zd9!8kkN-(ttkw)lUpjusykX3JL%Pw_yPpgjd!nUrX^3<0^03MVPZ7M{u}^Eri32t+5e`SG?R6a`Mi<|n9-$|Y_e7%P5UMjF!)-~p0-W5nuP{V zbC=>c&29|X6+r$TE3oBE9iED<}= zdBVk_Qb~3g(y){XIA<=8Xyx3o-VwX7>G&21~uLtpUe?gtN;^ins{Fw>`3-7rjT7q5W zS2VNTTMW?Q%zy9a&V9cl+_!^%dcH?!yUd-*7X2fYczw?yPK}Uy7nECo?`lj zdr@l5GBwM;i!=#g^0}bjgIvX2Z0Lvx3rGl2qcBK#rAOMuOU-$VajY3-%6VlGBb1r0 zJ|0dUx1Nq^X-slDH-Asqp7-4?nEqe|8t(n$qz}pIm-Q@HDsoQ@E#ITCVcj%WjgD z`=-5-rV6gTr!tAem_uyXRt~<7+l=yz*8ipd0sY%5y>$3bLMPYH->|hmv*iwE*qxl8 z*FB&k&a*kDp1KNq23MgWI(<(2tT=CsMq>nlj=QAg484(0Uz!LGqF`slrN8WXMq)iy zY>C+H$eiCf(G~{8x2BQ2ujhA_F@37loC$}Qm0`We#r^gTV+k}m1r8VUYf|i~^h}TP zov-ET!wZJveb)*p#vq*=BR~2qczdY|veI7?Sng$TKjL>aXTk1EQ`AabeSH5V^PcYk z;HMnE-9$lfR68(%fux;``l)~`~23fg~wynHeJ)7j=YEJQgX z>6>CKM6%>z)i*x9{Ke6ueU}Ms#@_}nvO!U$&8eLUuf#so6kU=fn%eK#CRp>b11O3M z2IWV&q`A24p5+-f<}3P3!=)_igIUVJPstUsqa)AzmhVs@N?iioJWrlKz9|PvO#2lM zoJwYL8zm&v`aLt~#Mf^R;?aZ)Xp0z9maUm^P8R1qKPL1~+*39CN}O!P>!gwFuDkwfAJD(U3&Wsq^naTIzApBg zvFSU8+2;#(XbQfiu{Q09Hgf^el%RXlSTy>O9L+r3|XJq5|l z73BJ}RXx5jMG&ha>&S1^WD0nhy%*#Vi zI_FOONTwOvTEq=n2|X_7%u6rBiPnKtvuCyc;8RdTu54~aL^}5pM6F8KVMlye(2GDA`igbDp@qG^SE zADDbUt+aMzN>FcTSCYl=;V2_fwS&Okb&&raW17Fv7_K#g^Ia#$rt8(ph=Z1TWzpVfp4J^NUXr z2I*yEu_{W^J;MD<;m!wqX>uM)U9e-X(665^ldjxzPzlbKU9b`B(PxG=WekJJ!_D~6 zhp&Vm?cI?v5INU_uEEpt-mW)rh8!giZTRzgE?`i+oMV;(;m&f9YXy5*+vL9|E*&Xt z_9EW}5o5*1=Y(&C^36JUQ4oJ!8uQ-kiF|jICVkWsxzg)OrvbaF;;QTw7}zO(?vlave3yVN?@wp7Si*vcNkp&Mal`acj$Wi=?VKP1AiQ7Z;nF zpLgZmh#Q7-IVJYg7o4Zooi-{M$x5NTcLvwqbd}^4rai}!>II&0R~kGno(e49U->t? zIqeN5(%Vb_T?1V|>Ur*foe_U$8I4@UlS>5oXRwCdF_3hW z(}o^pMicAuodB5m1%&(ZM7c4YLDgKt=&u$n3UThGX zvapA)A?O0+-RfzR{=%HXgEvmKL2o#-34sB2L{(LR2G_@M&npnr5M@o zg*zLR!)u0fr+O20S7ivz_`Dux$Z`Z{8CLP_j=7M=`!eF4D%Fyj`_$o4IM^A8 ztuN$)a|=|p-{fewZuF|m_^+F4T$Wl=wl_LV2LGt*ncP<%&!Duivt>{bdztu9F)f=) zBqCk`xy?>A0OWaB4ww2L5?q-te=XhR6!%yTvAakfm0GqI6+vTR(wgnCJor<9?2VWH zqUuQAC2FkicT-42QSNIQ{cRo<(=QLY5qYoKFbcfW+GTd%{~j1d^gO}qhqhP9M+PBn z)W&2Y?IAHu2y^(%dfPuP49zDcmZ)vNM|k&^Rb;6WSX@u=TU4WxO_(NNlto=>wQ+4$ zQ;0ZtOg$J|QU4x8tv{(vLRPXI4jrGPj7dzYMIw<<)73@!zE_J#6)uO{R>YfroNHM+ zT?(Y5h)T9*olwn|@JQ7&$DGZW%oMC#JRRfB>^Wu>gyozNkyFCh=8zD0kNi{#Yap6t z%5AqRHC{AN>2Ty;P}x^^$rDJT{)d~fGvyh5RJ;^MK=OCZfZDxbSY{*^z9Tr9a4lhc z*wj^az$={Gr=dmWk6SCtB#H(@$xdWV86u$O#*!wbf_*X0S$OyaF;6PKgednZ!#J} zK|1HtY|sV}pA4mous5e%i!8{_dzh$-S+xZy)UkEt4m{_OZU1iF71v3Z z%k|KFAPN(-k=sZNY;#XO`s>7@ojLl_&C}E09Im&kHEYi$jUM z_;9Ja@PQz5>;}=>^m|nGDr7O;^E%{Mw_s4(ylZ4x;9d;C=yqcru7qSdP@lN5+A1gDkrcVZp0YelDiz**uf5WN`o-Cy@q+Z zzYVDX;W`8KfKbs7ynW%ZHNeF_93fS&Bh+>1FggC2_Qv}~8}!|J33$y>SekalJ->LK z;GG-J^GVjdqOb|4Ymq<}M`xA2E`F5D@ zuB{nOfBH6;n{OQc4B+O)dN5NZoJ~#a!8#jBs?jv}8A9k7zxOqt*29EY?Aug`=mpA0Vf^FviHu(b_ys8 zP8~l>@b&(*2FtC_JFMVXM)>ae2RAAf#X(bQ_d}zY*IgjX4zT<&N#bf}CJ-CeMN?J0 zsnnd$Ih}Pj?ssV>^_~&XsW%&HFE+dKl#R``;>8AiwN>LE9rw)XGkKf;yp8$TDW#RQ z6Z)j6^@*X@sh+is0Kz9+p?SBXjgiYLYn1y35gi{}c2l)>=xRdm>K1~3p>D3Cc8w== z`}wc7%X0-@G7v3d^TGO_wScqoZHWoKOf<*{awA~(iadfw=6%)P=_TBoua;C)M!-tZ zJpbl4WTPfpYQi6c7+Mac|H(IHgj#CdK>-#$!Qv&|!~A+EtLEHgQbEjQ04d2sLLQs? z=bR9mQh(gz*738Vd&7t-RF*KUHyj}m zT}MMRe@!b&Eqoy=xxeF(Ep_q)&6nQ8_2X@<8c}e{-mRKgNFJ4^V}--9(uc)(F>Q1x z`Xj0r9#9ZcZ{g-muP3uBBgH7FylM*&=6>Mix^EYp<6f&~Ht&ONzj4D277e&~-h-ya zBaygfyt~lPCBQqvyDA$5HSA;$v4=UGW;K9D=WXaKmqY~*zPYB6*@f9D$We-5SS=-G zhZuaEeZe|YeUXBgfvt}97R!A}MG%ii?@Sg60rGg@-cMrf89B=!`V-%wklY`l^>9b? zA{eq{mqt(}xf6{>uVi55Kv3(fkSsSCspGIisBW2~hc^glPJYxHUvQ*+xRahj^0^|Y z#sWZA+|t642yA%UVuPob)Xz=Iz+(X%XxWS^%Xke~C(d_g)xsw}9> zNAG`!)T3xxmYsM$xSgXplzEvrbB2R;u85-&hqKhH7Za&}?yUAw^}7z1-&i1c*7xoH ze&p22TJy(d)hzbHz)?bRo%@!F^?eE_00!!>n4*ckT|Hn;`y?WSwy7{8R87qXt4d|= ze3%!{2VszDi!ZR$t>XFyQEb_G&>1Qu>;*!;gB0M+dM7*?|3h(w7+jcn2NotO9j1%# zjs0`5^?v7;!dUi0lisY^Aj51@#Q%z*RoEC$Nc1$o70=`bN^Sk8=05zvH59rc@MDw) zM3HaCXZWR-*$81XjVD8$iO4e(@Te*qCwc_8q%S(>^sfhi|CC%@mSE!9T z3Sp;!0>TfQMNZnc*G#mCXm=+GpuRf0v3-HARyd4OtGPYq2~tvdZo0CSw3}DQ-eXFo zt_0^3?WB}cFf+nDL9#h-r!xYaqXW?`>O86^y4f7U>V{4xW&J)g329^ZTmfzx*h79Z0cK#b2js-UJZ z)|M%`e`dB*78~!9W8PqDWGN(yYxU+;)~bv4L^c+&k~_rAK|Vg%B`C()C|$8U%rvC5 zXS45n-NefWxLfxY$WB%VG5OQ}9te56T%byUKtoIQ?X9R;S4m8X-s}K9 zr=sCfr5nwD2IhF)s`}12n5#s}%Z@ZvzD})W_zJqh za1O2p=mdfZ>c2`JCDVt}#ImmI1oBS11frGMy|J~+zE>@AO-W~Ri=SeK<6jKL!@d9< z!$BLS&!El|O-`X$h7K#|P{@{$*}UJ7WluTDHneN3vyqQO3Rj+_?)Jnz3%J;X)%=9X zgc0FPj){zbfpSrT9t)AYG1%!v5i5GwNZJ>|g=-A@;rPHwT>kZ0U)tQ_!(fUk55)tb z@4SOfFG%R}ol|Lw{2P1zl;v8>ghs{JmFZm&N#wY}<*Dk-`65gtaEzSZE4g-DJ^VBu zt4p8+bvohcX&#$0$lh)4Tw>kbC~l-}gd%PNh2FyeIPAr5xy#|pN0yFmywUYn`pZ>A z3P7ZNr1H$0u@XmWL3{O5S{?tKWn1tJKfLhN>HIBS>x40QpLB&T9|T?59u!JrY2=r%VCPddWS=lz|X zw+nL@Pb9uZosHbhAfpYP4&O+HqGhW!mmEh7)zaJ_*FyRJkmVlT2c&!xle7@k?XW9B zZY$|Bflb=e(NOfKcQjc={%xWFT(RB&dM(p8%Z4zv8ln44xxXN+g^Z~sTx#^yFHr!f z5!7P^*Y7K3OJ1;Kb!GPz$dj&(Rhj!7uwst2RfVgD?>SAw#^vVaCoGDq-w%XEY!_6C zBKhF!`ges>+zq|Ip{U7~O<^K|Nf24L|Gz3sLDFA_ES4qP=pNq{!Uy`Ouaj^w?eTI! zwfBwU$T5-X`bBkZP!;BZM-Nz85B%QJ`0WBMnQA1t0MdUj8=I^UWPyyr@@Y(n@sWSA zyuQe1kCXo+pYeZvJMb(;J1YR&F#<}a!a1Fi{*+JZNNEFn7&Q_~dmklkpaLB6sLc-a zzjM5S&O(iyDldAvTXNV`=Yl&)ec3A70@&>+F z95qJ~!Ssrs)0*Yvr3l`}N`V7O)IU+JYJj-erR|RzZ-fh^u_Z%hvnEL5A1+!5DXJ+} zHAyN~SKqW$0-<^maOg_L7l{b^1u7uFm~8A?GSuwu-{}7If*DF9q^N|bG*=>xZEA{E zUp}Kg==sExGBB7-p^xHSOF4KJcX^|v3SG9o)ZOXDJZy{0C>O%P7o5QG%CRAvPyi(G z=`Gdba&pjeG$Q+6+Td-chWV(0m?E%jOzFZJa^G1T#=dHooiwZ~jC`7sBZn=fz!0_$ zROD6~obBb)ORSF#B3J_EwH}sFW9*E#3Ld@AijoMt;w5WRQP68e6?u`ph|PKocCVKs zp=Fk{R|p_GQELvl)_6j3A* z1Y#FzcH?p!oFY3+ut&=X-E9+ z&Q*Iwta3UXh>$2!|HdRj$?ar+f%duwDDJ{wp{Pce8NNB)--F}G1k&9=GwJ!P6!yN|bC!j~mfrX0L> zgE>gf4b{nKhfPhXtH){5X9b3dYt6>7&c{@5-&^kNvkc`i*$vq&ylbLf*LU|l5J9lK zs+2ZzE_MSiZ?7Es17aV^DP7O5UgG!5yTs2Yjp3(`--qONS+i4#fMrKLo)rE|noA0H zsk|j<{15INsthS7MeppxFMOye`#$wN?c}EZNBZ*FkA|-w3>LS$D zNeIj1!HpiG^1tps%j)R!D>j139g$%o?|I~In6W6dX z--#D=_>zFskVdmfRQIC;I$QiIv@qg<{Kt zxS^-xy~Guc+3-(@xmt?8)9O}4@U;+k|I38Sq3*c5g0$(ciVa_*O7$(f*?gK)T9{Ve#e@}OMX_KOj<6`>YS zcjIVc!iQs1e-k=|lv0sTQJ7eQ5YGJ4hL_A8lKu@O$)!RU2d|?mdl2z%$neotJ%t zD5`eA1I*kD9Mt{l-FDI^;BS$ zdnw;aC_8cj7dwr8BrWnk*5g*BogS6UQGcYi=zeDv)biv4z9eI;7T)3;qKlA>JM_p~D<|Ldu{PtR z??Xj7XZ706N!vX3eg+i>AHJT?cMOqmU+*-*nqJs78~AeR)U_EWZdX2-@Tj~WRSIT` zp&9>7+=^7Mf3)g~)FRq!STqSutXV6N5Xv&ws`^nd(wnN@H#+R zxKb+ntg|&C&S|tU3=i%!`QUx${~k{SWrU}&jJV;}qc9pS%?^$Bt8Ac#p0eZ>(YdLG z)n4`IOU}aqFSG-Og%NpiHak^!GgyiGn!;u%U1^f;r?g;;%5f)V4lK7vcZEtyT~Hy* zTJSU^La86C%B=I(>8a_6lTw?;G6^tp3#?MSdcl4WsJebYttPzo#PA6K0o9xd#GOTu zc%@n6r~|7QT9jBnLiZR4gszz;W{f# z?%`;XNZ%Qb6KeUPe=>O$Lzj5xyh;0mlkW_<2}4ap9D4ByX0eBAtSBDX*?UcM3vk>P z%lOm|H1%_|>6@-;j(fkTx$&51juXIVkBjVO^{&e#^tI1{f=*_X5SD+GhGx4V(NT*=eik`x2n#6^R)ArjMf_dVSiG53RH1_JNk3k5Ra$H|e%&0E~4SN+M-{?n? zr**CQr@2%lz5O9I=LfXwWi}syLiwDCS-&Ek;lrv+BFBBe4NUrD2)u{tj>Q+D+bZ5t z=xDc2?RIo(!9|#q5WOL#!^=33z>nk1HvGym3=gU}u8eq2Qg1mYg38p$#%BZ3Wd2#l z?_waf)5{wGU$?}0$?!1QtVD1(KW(CPc!u9wHEIym=q|;*A_&--k!KjT-jm81v3SPS z!_26!1=X|-4T7UBi)w!Io^^|x44q))`h?Ur3*%=LKQwR!9E0-m2_(=VV-}uI91xK#2qKdBX4zQBAfu2< zcC1l1yD8lJ;{q9FQG{3MDOX(c(olV|lm)Bt-&W{nloceRAK;G;A9Z)F8UX2L8^5l` zB^bkJc&DVJ3uOCjUg?$kU><=5^gn%>9g6HZ5sn8Z=oqni@(5v)wlegmx)U`);eRQx zS;S;CS+rY_AVY0U5Nq-@7o0Qf_G6^-RV|tkRXWS8G5|@a0+jTj69Xh+bv*ScROfLK?Y?~gtPz|BQNOgFb-rKxLw-@1-5A=<8vl=@})N>IARSaPI zh!?+bQta5OjBzMSBY^e)F!t7QQFdM1uyluXx6%Ux4Bg#b(%s!9Lw7o)AYCfbO1Cr! zDBT^>f`Sr$CwSe@<^8YEidxW>{}(YYsfeC(gC&XMV| zzc{OZqvWOES!=EGY3RrDdbgAG9Va8n8*;6{M<`=O#Y$#6um? zFhK^L#O8%mPc;?;eHdQe2tU?hq4-51_}+x!$d=@AQMeRdZQePLt4qs;G6L#^0H>I6 z#wyS$x{=u=9Iu)vE7&*7Ls?eY!l>I7U`pU9tW-r~;ih($y&sxpCm8*yBwc&$^J_=; z!M@yr{3k6PGFJO6n3<+@gE3{*9aYKfAMD8@cP6;U+vwb){7_ z*S1lj#sIxk*hVqJ_%u?EnfVGz-ug?(IVUn^T9Y_VfBBQ7hF922S0jY8EkYEPJ1j{O zF&>fz6ko`|R++@A90kp;7_NFuQS*xDA-h)&cknq{hp6j>FC1C80&(0y64zpMhCCV` zs)}f(JrhadF%38|&qdk~$KJ90#CV~qZ!1vs`o?G>ePG|%#oa6RiEka$FyyOwt)VIw zUIvR>h!g?F_Ny{4BPQ37=G`-v3TE*e$xw8lZ%l>ZgSbD9dw^a{6Y%Vy_K?7S*Fa@L-0u7#& z*Ol9$pqW2~4@y+yk$$(%Xo=Tuq2VIB{diOa4VNg7=D6vGB+V!kt}m-B#6r1FO5{zV zlyv4o|LI8wAyIAHM^OcjkA}+<;ycAP!uYS=W#AeO6xT`aWEsY1Fqe2pG8HobjUZ=F)uU)A~WCX}z6-q~@h5e-^q>>Q+s<&Gp%IpR1{voKs% zsS7Q)FT}li>QxR!?Aq_)&=9#ou0Dtg^0OC&F4bAo<{_sRf>q`}@{8vQV#8FpLlE2K zyV~rl3hf66<_FNHNW#stG^eCnu86B0y!vYRC55AuD>Jp;7`vK!e3}Wpe&4oTSlYY& z(dWs;9!H&NP)vdlDgu0g^3tl`-cp>9YuOs?LsHbZhgTc)IRxj^979hTX6x@szfu7@ zj>XJ;Zyy`@@!+W(6ZNZ@<&|7|O0j2E^-4DTvc2_oR!(j2l=-+37nCH*WT3jlX~2!? zSwqT+#x)PO+~d*Q`e1t|7DXJ#1#YhdjeHAl`vO=|RlS{e9>a969% zNP1W@QhR51^@t~e$SQNwUv|5S#s}iQ^(shRWi+E)Jfjz0*E8jq3?^UINb+lq@^#1P zMEV#QT#17?SM;G*u`*DAH@DAI|J0{ZM$WX~%5w$-iaXU|xKY1>Fn@t8TvMv#sp2#N zuc_c*i<#;{EO>-$y4>}pnl&qRPypvUX0Wnx^rl64aN=?- z46@%2UdbzZC}d=5k9T5Agq5DXeHu8D=8hoXD28$5i#~ostfE=W+y9~2EqX|(>b$jI z-o*7)Gqfp8Y)h#q4r6FlDL&>i$TbvRZ*+es(pS zkfb={mtl6dY>KiJ}9O*S5^r%9+h@?m z&3uPG2L+A9YGO|Ul|Qo$IhlpMqX+S&a6*bbe~$V=yJ7FAUgmL^ zTQ}62fs-C2c6ciki*7rKL3O+J;o^XH+uIw*$#MXl@ zI-n#3*uynxwhw|3pHKycOg|wVNcEAC$5y*|T&;)I*BEl3c8a$Aa_={rY2b(9S_-Py zEkeu78Sgw;1`M&_D}b$nWPxG`h7R)Trl# z_4?-fem}_5di5&Wm_(VQf7k=JY7Kpt)JxW!l}47Pd5dXODA-N!Hlcb0IlH5ArVC6#)AQxH`_8aBhYL6hy z-H8xZA(KGJ2XxEg<>v;0X~5i^AYK|iPCgJgGu0SQ4z{*I1*?`Nqvnuub@8%x@$zJn z0=iFm*}K@%NSk|^%X*kQTYECoz=mWi5Fnh~FfX}tVB~>0$a9i{x%mN+y!?ECNG?7I zhz9~l<^^%{!)mXr0I8(xT>l?p@7rBjyI8qeIAEcJVKg^1#DGZde{|&q10uQpx3VHx z)a2a%iq*9Cv@>`6kGg=O+X{5BJSYjwQ$Y%j8+HvP#|Cq8ap>7wdD#Jt$RM1s&x(w& zqa}*ng?P1DjMM07Rf?F2=w;h7l-%`5$_XacH~hxY%2|T3O$V`KSHZ zU+Ulg=3ya*KvT2(USGyEFluFDSelY$=2|Qq5!Ii@V|w>!zWew8YgRrOtFi(dKQK2d ztU$RA_lle+2ca{jsZ(ngSfx zyBgL8#hX^Y_fi?eifu{6I27HYE*LHPK9+3tY? zz-+uApjjIaFK=cI4V*gw6UG<#zu-RTfJg;Ez*h1CFbE%w0AOIiro6oTAbtq2GC!D^ zjt(i9^Iz!wu9*6mJ9$5N)Tl0qsGp36`m^O8l4SJ*?(|Ab^CMXCT5q({lnF3oHiwAOOq*6E_HiEkDD6)jU%o z`HP_*)}Gd0rvHK88n6NS1FjF)9Rfgsws^p{aRYnF%k{8({;*a9iN}9&)5^ou4Vd?f zA^ZI%0Nesr3UCX|!v|QOhL@A;554?gt%k&;e^JcM3iLm54Zy!P`UlU$FK{1h{=q{y z!9X;7*u;DM-*o$LJk*$tnD;>eE`EN%SpN~gB_NO~K?bJ)n@He>wHXqT^8dS!|4W4u z6E-q1C;vT@xPZ+Ef+!bYcV2#=Ya$rL2U|CDh4GlUV*EuxSbzx`tjLs=3=HrNFclcU z0yBg8?;ZSp$NBD6Z^GmHi+lgLR-PFfDR2cppy|DVX~0|p_x9rB`Um6(i`SDS;QEVo z|3i{|b5fXdEIv74DDL}(@`LWv3J_d@mq7TxfAwH6_8fE=$E5&15Ox12r?`7td-wz9 z*0cB%MCQ%a;J~m~NsI&#fM@?J7V^L*)YxDt7M(y0dFYl1qp@Nm1mXcV4Iei*h=&FY z5dgT&$HNVJp7=BWjX^mT&m2K={ZWOxX;-qp_^9>yF5g3V6o80nQIMj6foVOKf;Nj9xzA=nKT(`^kY>!IAf~GQ#R2Ie}SaVN6jR_p`!sqp)DZp>{CgXe`+4C|N=p zK3<@J0bHLG!UJTFKd=7G2>kYen=q9aPC`B|8g5P=5GN3#02Tsi44@Gw;GX`llW1d# z{}q}{t-Rfw?12RH5bCvKL4-gp1GqFFkO6_z#P_f`E`C^HoIeaRRu2EK2<2(+?B;YI zl?~%SB!5smydW-M_J2@7y5WIIWEj9EqNyLie}$+20jtLU2h0tGbYMy#d2#^}24FhZ zLqf<*Apz044ykBewux3Bc{a+z$aB zD*;0ESAcTybT)T#dXNJHC4%rCkYFH}^U!buom7E>3g*5a2!l^#0ZjUDl(4flxBBmy z`FLO&33PaX>F)zG5Go$v5MIFX{b7fRtdIW+R9@!xPJq=$lKzAk%_K!Q-un;(F!}!| zxA=G;n2ea*3NZPBw6M_>He!eXkoN#10h-fbR=n0U(5P(eMLy<_E|DRMcwPU><%D@1H8fOrHxjmJY)Ci*paqfebccZXl%q#Rt!QfeU1Q zAfE!wd%+M`K^8Y`LWKtgRQ?>?f3Zx<+XAQ|Xw-n89zMX4#nlBksQj0$0DA)Q9s)=L zx&r?Z%g4oYzqkJ_mzLsRgZ(2_*WAP2+ydY*uwf=yY$W`E9q#LqKT-q$-v?^F|CT~S z@E05Zh`C4K0BGL(;06Sfhmgh#unWl309zn1iEQpnHF!7%44!|v1^bjm1*^zr0XF&J zWOc8vz`a3%od%u*7%RHJ5}vw;J&@_VTwQ2@bnEHu$N^ISpS1un^I^~aOXgpp@c)lYvRpPIFegA8z(D^fDge~4_bdI6mVdGH|BuA| zT;R+EY!nwa5TJnA0|a$|fq>1qfNBSboN@r=8DQ)=lr(=)_@5HxZ~h28)C;8lLP&#yzz4E(qw)S?@_(wFn*vhUp&mZje}F)TXCNf}2MH7}4@jE7sQiDM z{DHjxBLn!;72r_+k--D`<51?XlvhvjA%Dft|L8!qNeaV+(-r%-k2VlPAJQ3zETBGM zjEBs|@mHH`FwkfF{sFwfp$>j1hPi-N*MhM3d2^5dBv&xkLv{u5e6YNHV$uhJz)gie zi5SfNCliCYA+V}^D%fFu1}<UgY2#6&tMFViKne}7t|~_8=&Zxv^H+aw}}(x z{zo;p{-yKZ!?)(LvX2E0kMqtbUdZBHFN$rLy~viS%bL!n?^DDnRp6Bmqd^T}Kn=P9 zzEU}!FC27Zb2*E4yLSWC^%_2m*lU4?^R%vbq0|R@->#!Tug8v$dvQeX zZf9*SFTO`p$1H1Ac$a;)dGsiBd;H3QOnMn6VxT=w-jC+x3g|F9eUol{ZZ8e z)WOiT2w^WNrlwGMZ#NJDzd5#Kggdae{{;ehK#K zgf$N{d+%MpA|LJkG6J(^+rt_DJxvwDL`hc$jgs2!A*PuT@F&q`YVOAK+>;9Z{nb2c zO82IxszNk_34EowHw$O_ImT|wmCrHC zrL6L*O-0+tf66_-DUbG5^Ch13&HVlSdtNr$)DspZ^XWAiPYvVXA6+A79DS;S95`dg z-T3Ocl-j2;&v4(-Xe}RivpZ_no)_H${UOFLGmBdN+^_e3F2Da>-Zb~qH1Mo1xXG{S zgk$B9gYYgquJcFdw~YV}irek)cPFhV(3{inRgoC&oL94kWZ1T`p zs;%(zI`}QAvMbiyf?0mn@zYCzJJI=^Pq5zv+ZdE^vcs&ZYC_fg>BQ;6NqEMiL|&6! z3AYg-tDT?VK&!~zwSiTmpg`J=Wm{yy-ifM^Leu@c>@BbD3X_1ZKV=TzAq({4WhPO8 zOb$!i{hBj>Z7iGE=`(7Y1f38^pM8Or5?10b|NIGCcU?U~Vq-S-+bpl|^uvIDb5!fm zcHAwT>iYfBVEpm0TFdqa+#f8wS9UYabBpo4_HUZme;V`W_V(RS?cPoIwnFo^&bmfT zoCDEzBijZp2*fTIPr2#xl7!aNTshp~%W3R#|Uu5uwnrCuNq#k!pEfZmdDWF&BXo1<7{tkex)Fj2A)Qw$fM$H z3v}+Hb36($%ReS;K*~MJ%r3GayE615=W05loQpV#?{+@X$#=4HqvhQ?^;)~!IW>Ib zpXcT$q=(T=YiO9Y^~C7;-1;gN)b9ckd+W%R4DwcUx}AdhYR6HiwLNdW)Xbadraa|M z?^s|Rqew3OeKE!p>s1?t^}7CL%KQpuu&?LSMb_5blSGj$n-0^FFd?$%YqwSxS}XaO zwy&rrMTdW6O?=zlGe?``DqatbO~~Y1{{ii|3!z9HQ$Nqiris_F7r#8)817rsR<|6udbaP>){w@>WtzKgh_9W2D~da1$Qp_x_*t@ zVI+3yT`4(k&0bw2isvzoY(pWl2{bBiZLsR!H#s0uWH=X`yg=%~*wGY#_p9rq@S9%S z==H&$-fL9wFoJZ1H^#vGe5sS1sR>ASqOs&LXg8q#7`QS9D)n*82MvR}4l?vPWm z?(ML*2=lr8WI6=Ge%*{j9P0v_Z-;K1DSk@_<{!{P?A8XWmjx9;!y+v;^`3n?r zsZ3OFXrN>z(nH^(6@Dx-^jAeg`HE3YRKD^A)WNmCI7>)7hyp&tCCQ7#hy2OvaN89m z>fBXkMUP_fSW>x?D1l&EZ5Qm2-SI*NZs&PQ9q3_-iY4 zu2gtk9Tv*szO>=u=`Mv9t6#LG0kvL80dJ=`uzjJN1HNkcd}dl)pW#y<6!Zws1+y2uwc z(Zt_Ya7!iQzalM=1sIr%H>-Qwo)+_-x5(tt{-iD!id#yBsl)A56 zDg3T$Y0UDwHG=LFjBxw+`WkS2P=RNf+NL~a+FYDjsv}^F;9<+O-SVq~o`mtnf){$u zYe^fJ9n+yAVOkB_-C;TUX4m2UCng1Mub>0yQoe)Fi}m~s%uOEcYDg_?Ye-b$O<*Gh z-E_<01QXAl+}%L!-I~k6PldC|x|VzCv8rp-ZLxYKqE2$o7O#+E^AV{;q4|AyuJTw4 z2p5#(r;Bp*FNpe2PBFK4L*ymIa?-K8FV^i4ip)t{Rze&}Uvcdyf7#R&vG#htkxe1tJ(Nuyep?x_7HWU?3@ssd!v1zr7_qt*65qijMT`P(n-P zv?z>};IUw6QP?-pFKIvEsjMrH`bv4e7Z=jMT_ktDwZV)%hs_B+93DHN0?g1PkWxvY_8@Buj7&$wKIho%GXm;*_~zM-u}5Ncgp7p z>5VDTc)C~=wzEy*qN4d11~VBo4s-R3ki)S<@EsQugiWS3iZ<(2 zo2Xh@6g?vFIgMu$p9B-?)-PEHa0#@57t)Jr=H zqleKDK8Gs>Dj*7z7bLsC{a17()X&_wKNBaGR5Fj1skGaSDOb&ok|jjEgIg>%;&$Z3 z`@ra+n=s`t7LvJo`{w-g&1~hm&Rf#cZ~bfPE+UTb+zROol0+UGm|c$jfo{r}eD!VdgCF`Pq1#+(73{3JF~BIA08RJh(kmu=a$Lu%0#; z_6mu$vPpccFsh7*%Hh}3Mib6n3kkH~wdIcew1Sjy7goNGL;F$rll&|C#-WUSA{)5w zrD3R(kkaw`i-5Bw@;wX{h&h)PsK#?e`q~;^_|(dqUt# zJHi)q_nd9Jc^a6t2AKH%3K=A*b$A^InH1Ua8P>ZIYlCHyDb-F!k2W-B~Q@79=U=dk$E)S8QQgTol9oK4yBh6P^qg#JEv;&=2yssRFLQF`A4&^v0 zFtWA}2YBl(`7tfZ1F`P7oQJorn>)SJe-BF7VtX}c!s|Sv4rzZ$T z>S2{7>9yNnabQKeFrL2YPOGXxs}2|=Gx;25-EcUXQuA)MQlnPa(m}9W(-5F$-#2dJCKn zFUj#L)Ke&n`Aia(0!x4kQbmF5;%N1So6p$;Bv26yKO{y-q3@SJN)|k^MZuO~o!;l> zJV25^{gMT-%PF)g#NNAWArY8cRGbbm3V+OB>1~`-OASTl-L8#%#i5jhPsGX&}J&QnkX{#UJYvAMHLw9cXzH&_E(}5XYDQn@h zTLQn6O+k+|S&9I<^f;;BS+Bu>cb`tS+&hVkpP+*mx>!}~ceM3Sk%kwAEf}k|lHHc} zHjwj^?FFEZ(8l@ce#Dg*iRn~lP#5vXv+yK;uH&|tboL6A>fuec2(KYrwvn(1obP=~ z{3CqZ@134X=vzJvvgrdVhXj650@sVEj*a)~N zZ)9w3Tyw5Eo{!U4bB^@BWjyc|_QGB&ue zV?=X_K}iyq&@J2du)dl6yym0n7wh6;a^AzFQjif8`^adZCw_#rcc>zvY^}A| zHpD;AQ0I{nLqK0j@Vs#>XyNIZ9Oo-M%<-DMFsNTpWTzT)?+Eh&bCv?U=}AMD!eYrI zb9`n#xr2dV?0||-j~(aa1+FWmSO*%7yQPO;%6;#yGN-XlEWSzjFemr6#GF|H;q+Q0 zj_ZcIHW|H1=crguVeYbAf#!gNIg|}N#uk{tyg5N=zWi^9q7QedGq-q!L zCMrW2+`I;VG`2@heUGeagh+>nrk%77{hDJ)wn~XHF|!T-4ysG$9oifGp%J$p_#rug ztmru+PUpeX&jySNr1;E2DmmHmj9C`+_^;;h34U=8J?u8LqDuritL=DK`#i!C3j@;n=x9vohiruG;{uooo#tFo?E*wsy0Xs}w zm``H;DSz|0?r12F{6zkpZI#;X@EE6V`KOZ+QBJM7r0LCM2rB{TtxVBUJ5g zs)ACjg8j}ryti2t%FtWzg1E=7r_=3Us45Hc+bDdA)Q+h5#UIZ2gMua5UzC&V@ei@|=?K`T@{y@pPn}fI=<_iX6Mu_9H_Y&*aluEmnE*_2%7Y8aN|#H-6Xk_^M``xdj^ z17BjT9apt9`m~jcMztp&a;;fxaXoasfw^Hd!Y=-ygg<$#Sh2{ql@y z-f2U#IhK`?VtX!V7Pt=;p2I)9t*EdMetf%b*Em~;&s=6}&`qh+1ql$0kzq8Cz1};Y z9aq~uXKN7k`*_`53|$8k2;qLlD!1q(&|vi&`Qa9Z-8ycT zKW^-J>lRtFd;0s?@GSxF_%>F3j`8^=PTHe+qeaRzaqx|kjt0P_8tnK@Rffnyqa z%;p2LN9ZwQ9z7miBFrOwCk!ppf~QcxpllqRvG~;xxEdN#XqTLX53}5zR%?AmZyoR? zk^yu_45i*UAzac=$-i13tbZNrm1CrYX^bQ5$Q9Q|Hq^k%&_wg-t>J!ngOEMkB+<6k z=!SP^Z6MFD9zR)K_!fmXdjP;XM7@E%)WQcL_S`9VhHEoLO}?-Bjf72VoQ!~pC{aW zLu2DP_FER}`Xx{#Jg#~jwBx8E^k-RFk%kqMhQHz!2C;HOPozQ@;tudmJ)1aD@8Za> zvPm`Qx@V|dX2NhJ3(wn@R6cFLryAd`hm&O@P59>1UVungC{B4}GsrAu8r5+ls~=rG z;Ad7%GtHT~WQO)MbsbN55`~e&0TgWEoBVTdH4}C9?Zgs%I_hfXVk9!k?`?N%k#D<} z;v}gXVdPBW(A?&bf!=qK9AA&zl~1;9`_{h4hJ`b&t{#?c5UZ6w;R8Qs1hXc=a1C10 z{K;|Z-f)((ZBDi9uVXf^1Q13o77EXO_j$v)lte+}rP}_AY?NV=KlIDv)uWQ&%#wAY zXmbW`@z-$2woO2RQzBnb0SpK#zz|VX2poau@S$zO)&8pT1;81&JsMB&=-y?do9V%`Y2+)EU#1g7)yEf+-@uo7`(EEoJC8 z6)%ejA_hBKx@`>yb0)3Pi{-Q0HsfG!Iygigag@0-DAMZ2pY*}M|7Q1o zi-vmZ(GKcOjKsIXaz3K3=$;`3)?Z6Bk0AQt2m;oa_M4FBq-51S>f8`-(wDFAM`vK{ zP7p7Cs^}o2g4iA_oroRG`esQPn#eU#A%id>9S@Asz!>{&jZSsb3_q<4Dgt>VDS>^a z5gv8?lq@Y&7KtoGm1V+0b|O@AE3ddP$|Xda^1yDwqDn1m+w(EviSPRt*pR-URpoBa zDME@zezEH6dMd+(S>JQ^eTWR+^p*(tH@vLSQNA9VGN^1orgayv@rLTcJeYQFY!un$ zVu#WOUT?cJWOXMGdFA!@Se6#iImf!{jIIwf2;y^;=}~b!|9a6Ir96`cquA*4Cz|dm zs>!UurVI7xR$&Wq{GF$1M?NYPsEzyf0@+1686zRQb*N-mBNTf-MzT>3sTSQ_GKCQpoY!r=S1ulV{hY4xxoNBHif8P)3PFUqZEn9f?Pfv|4rf2f9C{$6QM{ta zjeTq^w>}a9?Rhc{5dmF6*M6VkaUgZguY7xl8?gFinZU$w9cfx&HNcVhi7zqdxnH-6 z=y&XDmR5!?pH|kVeZxe-GBI_XEt%pi*jkD4ptc^SRtwEd2(C+CoRmF1iNWg-0;8|B zc^4Tva@f0tv@uX91nY8aQ_fZKAeI!MK7R@#YG--jFzmQz;`4Ek%-|VmXa!9)?2t#e zBxc#Y8`ZA$gcIU4TGwgrq2rXGuNVbsDb@5QN}s9Byqw59<_Ss zc?RK9#v$rRGikPmBFG2sy&uljY3x^l#cmIfY(eIWk!7eDWX>Nc!JtBWw4J1aVTn`? zo2~NsTQjcld5jEC4)|=6;>Z)M70m3 zUxinqPTRbpnMyFteBPc;CVj_~mh*$6^15Tehmav5OomhE)G%Lk*#6tc^4Bp*R~I7T zv@f2DYjcJ}>EfQKYjZ}@#Yxlr%IlCr)#qj|v-{F)^{BA=W^e*mX`=gt8S@J#yt{-9 z0wFB1j=P>tz>hwWq$lwLa&j(4Z$j1{_b5!gM0A{7%pctOCBxGzXC!H% zy65R~9%nDxyI>&uG{{?Byxe{x&IU_kfLFwewS5K83>rc`aO(7V!a5!~rPkSXS@DDi zJqB{7HJM8rx8J9CcvED}De!xV2x6>SCO>YOX^O^~{f+5;?py{p)3>+cFx0o!LEF~4 z`66zv0=4YBs#}fDuL}%Db^Y5s7(a~Zj@59xsXtrUUQgF0EVG!y6ymUme$%3-lk#Zu zGNz8Nco;gM81RNbENlx9;5paZ$vfd#yz= z@dBW5I?-NrJ`(;>isPJGMFMW)x~HN8R(b{Js2Z-j$r@h}T}a}c#lu~32QHy*t)*zD{k_F0s(do9e$_ zZHN?MDFd}#S`NYaU^QD-Rj)}tS`pkkW%0nAj`n@D2}2t?``I5NyWFSLBpVR>X!eRT zEKeW$3I4X3WN&=(e57RkeLkImytD}k3o_Hv)_d#fF5>cuqXnr$_N7o_!Q$BF;_LSB z`Sk&Idi%F>P5Lci^UG_YX!Y*v>mJavXdyoXNK|6o&G1(;leN8@NFrgTgPc4>A}!yl zvNc*Dz)+>??gV#l)> z&;$)GhAxcvW{NknRI66W`!Y=QeVQ=y94}NW5dUVhTPN<+TLz0y5f0))v>TVA2?>7fwnJj!yEPmDd{|SqLXV*usH&WV@SPQVoakmr*a#;5^)XtTH!C zd2y7(;-Pz$1aX&-*TDO69b90V<|o!MW1FxpYN7*b5vA=gioXC=OUF9f^BPY(B|nB^WwqROhQTuj_vE7xiHt%8dnQhhNa{$!X5K8E9;z? zel7WZc4Hzx&-~+ARlXC^QYt-P_VmmUn%tk*7g=1K#ic$ZD~>Sk`$(VV;pGiQCwF)I z8H@CjgJ<}+>t%V7*AS@VG+XSTTj??!sggi2do^iwK}sKWfuZ4tDf+U{nKuYWh+Wxs7S6W#hT~pCb|x;F>b(JJFDRP+r~_Ijc5dfqXqI)_em|B4h(y^rKjun z@TP&$!<#X+5BK!F1EQXnYe5fV!|9IjGvXSe@zolB!V?f%*`i8r&8Ph^;*7Mw2L8In z>AtGQNBNwL0tI2PXG$KG0i#f^VO4fS-3=e(hD}|ff{RF4DFpcw=PXV~i0Rvu_lt1y zAx*Kk2K_d9Y_(&;p_Cspx_ldcB5mo#zLVTi;r6TA>yv7?(2eI*m6d?rwIEqUfZxrG zD5Qn}cGKnIF3bD%jY9eDcZaMQp;37o*(u+*;}Q)9)lqh(7IurICOm~4B;8HI&96`i z$nwNPvq+jr3TT?0sP7NEV}Dlo5f~WM#V2C)3QiF@;-mG@fOXaSzRY~S_fX(Z0tNo? zNrF}55VW*l?}@OEXLy8V?q`vqX;{Wv)Y_r%1rb*RTA0KpIHD>pLp`sWLpOJ`C^s&2 z%nP*?7DlkbiY*lFV+!tvYI5Xs=2OXhlh#O<+7NO|jL+@A9#8W%Cr2P4>8!;+vq|(l zt2@)X8XrI_b-mh1t#{(#oFwyg9@tGY8~<4fMOD4YW=#N3a#`U9VC=3||4^i6G%)!& zsLztXoGEv38Hl0JFPaV|=TH(|bbLO3{n=7GH=HlpUwej%w}d!7vcs;yPvH!wg}hjr z*pIc_|84$p`tU^mZzI#Qw0D8SDod8$$M!w+;)j$B$0VMvBOb@jBAqK1cSTEDX-|b; zLw#CjK}fCfvG14y2|ol9!rdtL&Rmp$S)5<2=NL1hs2~W7K^^l=2peC&90NTMZ&8>K zmRgP&Sz4=bMtqZ#f^gE%g2p1w9Fv=}N5~>SHRv9?rLwPY&4!v7752si_-|7eSsyD6 zJ#slsDpwhZH&^>u&vLf7ZtsrS$bd|{ zd_1lmYcu)FKFy9OJu%JhLv?;Ep2!T`M~PQs%{yXYBo!xNacOCo@pvYQWRn^`Y}N8u zQY!h+8SKY-R-c=mj6E7!kwik*iyiyuWjF_Sdz)0}F436gi2+x|G(LlD6Z!q=2mU;0 z&ox@3vMKVEbYVS%%Kk0GA~>hVJ#_dI1CE}cE8NKO^DoDx6DpW&p;#+~Hy`#S^ILib zW`OpZ?>C#hmvyy;^aNF}4ZUvKu|#|8ighkQ0gC2As7eWkV~rDA=X<7+U-0p6-i=TM z@2RFUiTBD%yQxRaeb@1#lDw?iLYnr4*2H9E^Ji?0;Y|B|Of$%w#k_h=C<}HMI2SY5 zKFvu&l3_@qOThZN&LGxzHTo>oUq4Vbi}C%a{H5BE+z}o(ro~35g4uHDL}z@SZ>YPT z%%o&Uhj7@5-a%Yd^hF3jlRRSDwNDJIvm4eoi$vLt{jCX=T)L;f5Rd-Z<7NQAJ6QNL&^RF->>%o46&~ z!_e4j^}H}7Bcw4*3zTUMcN{fYY4MwQ4SW!>!D5Ys9FJPB_roC)bELq zi-oF^ZlOHY15MS#S>{~Vpj}+(o`5F}EVt5Kn3_iF`Ia&Y}5!!3RZi#1+|@#-FU zm$HPV+3!rm0Nl(#Kzd?iH=C0qg`?NCrdL9USXkz&M!5NVTjgW1D|7@~22M06`bUrN zk+QA}5u3cf@s58%G{J>{+?`DMxkvq_M+?FP!ANBE`33qV%FXj3Ll2SBysLh>PPOrN zVr1#=+gqB3rR>7*;GCtyUouiJp7?r%bvn0}rsp6gX^8yN5$Bn`k*Ys9bDJ;up!%(h zO~CSs(qVwQ>+H_Dp$U4G;uu6I#lB{4hesNP&3zYoiM_t(^&@~i7fofg^9iH96^aE` zT^(1sgu%Ds#vXfIs)7(V7H9hM>Z3h11@RohBz>+Tc-x_h9&mgYdsu0H4XISIbA$Dh z9s3ILiTgFSiHN7oQ13DL53-^J4e1XRh*~fs0B-#Q+H~9*p=R<=@;&I8i z6-GqFDiMo;=wrGVX5`U(R>Tr}Hnuso=y4L2(cqcB1-lU9~IpheHU8qqAd;DXvs zHKiXyp{C!{?*cRZ20o8;Q9#Az7XO+fR@OKSGPVt^3g=ymkVVRGpa10iRFiC{)Bt@S-xs z{sq_pOGu2>l3^Y?b+s1S?7>%i%Fh=-@=c-UX7{r)$(v z(N%gXe1d==XkBtG>j{5U)MFC4*HSAOCR)A+*K=lN&$LQpzI=uF zI%kjIgE@P*N|#uK)ff&WZ)U+?IGhBb-wL*- z#^$xJh|`N^IOI$RqCRq7#Y@%r>g~Zxk&5Rreh>()=`)=l^-Qh8MlffVD4~0^F3q5Q z9TY^kQGqOPp)OaonH@8-ll0_qgXb^(j%Y^~%7_#g7M^^yr5W|4k9w~JQPTzekKpN- z!J1{#s{Uvt1)3ISB|FnBpM(ao1QWv2<-R{ILJz#)RW;rn`vgvE7tRWF`>I#nElc`w6zOG<0=8Z#q-j}gYtkkTI4u>eBcg)pn?1Q z0#8Zeq1t5k_0Ma}eb=T*S&5hO?d6AVZ=Qf1G+z!*+ID@KtvI7okuQ1*wQvvG=rEa; za%GMdaQJRUQ}pHjQ`k|j!h+laYz5s<1Fg0>q0yMoK0^mk%)w|f2Q1VCzUhS@Qv^Rgn)(?gHo3vA=>0#8y>(nv+ZXrGkb-m$-6c76cS?76Nq342 zN=SzYgP^oh0s;bpbPGtQf^>tlr0_d~-h25z&+GSkJ%5}#cMj*X_de^az1H4%crW@A zQ(OgU*LaJV%Qfd|i=P`Rg1>^QX-vMs9HVAL)=1SVc5dR*kUB>%m^<$mtV?}vx;ek! z{3aiXFjGw5b;NazDH2-K>C%}{{1ets2~rJYnK&xi{Ce~?P`lV zOL;{Z(<|`?>1TrqzCYCjA8}7C{f0Q~?WZXx)Y($*xW|-XWIvN~*TrU?`H_C=fxDX$ zq_O--=@>Y>oAh}X%pft9rkvD$4-3v;Z6Ev>86WHaaTl?)VImrb^K+(?&~{0b;>WF zdLK`gwiB3NK7pBE-o9T1+@OM4g%LTwytlZ+cuj`YxE`3wmon^Iku$#{pLCYf%V!{W z5DM)#QhE`Y_;igN@WeeLk8CN3G2VlPS2CbQ=n0D^sIOE`2|)(fJ{iL|4g)z+n}6PV zN@38{O_Bo1$_1fdzls~l^AF}x;OtGn8y~%W*>Hr9NmExd2D^}XWD&E#XSp!vNxXyw4+#RhH#ppHif5 zEbQ@ZU~m~cu{rhx6XuJh^@i%F&02BhNHUv{uQ*~-X+gm1m1(z%lzSdY;1J51Nxcb5 z9Rst_b)9qKL{1#r01ns|ZhL8MA6))13cwu>Fi8(Sd->D1+ax(ybXbx5>d5Q2 z7`0Q92UC{fqW3&~i+JNI8hA{XVWrJ$rO-l&G>l6%Wj#6C0;47IHFF^JtvPza4|VJ3 zSC)sD(}d@ZmcEBus-~wYr{C4K+&Fs5cXU7hJlpjvNt#*><`0-)JZcK@KKLrJ#&Ws$ zJH2k-o;s!at*{XK{vHDUXsTsM^i;{GdS6x^mOv!9Z6L(2*Lw!t`Q zzXHW1B20S>Hjsje-h?06wXV>%zg=O8nBrX|Hz#Mb!xDq`I_EvaXk-w4K&haUi*)lqbjM{)ndg+-|hrc3AUeO%%*>qSA1^c#F zm1T%ePT98zFlb-JjRY$G8mB~E=0hXnDXqtJ&P9+KR@T~*?sk3pejMz$s>Q-Dt3N=` zna7;jxMFdF?QC8cc=rmmajR@<-wWdn;ZSQS5NhItB$;gro?U?zA%xvRctEGX1&xFFvc%>4>eGBE^Kn0{Fh*DDA}_^cJ3X=; zq7sMKy$KCCvX_Oe>y||>!~s8ukwyhWOy<64{az&oWaYsm8gx~U1a+r z&Xr`(&8;0=%vybA-qdg`N(@b>0Rv#499}=k{pmC0;WmqPz-o+A8Jc>NGwk!H%Nb1yJh&28QIDqDhJb~kjHP!%CCC+#TyKGEgHoGJ6 zpgc|ATg9aST?6B6-F{RFlzJS%O*8}kNUB57z1(7Mm#XC#w~YVisl>ft*=JP4*y%k8 z#sZYlP!aY|r1uHM4iqg2RhTzN`wfcm@3l0XFG{m`Jkp)(H19?XaX!dqA#z&8hl*T1 ztf1WyIk=yg&7-1P#Ci#O@$Kup%+)Cs^{J^fA$I zR!aG{8DUV3FKns@+#@KN&N5;kZ0)8nVmRg@mP7rG4q>TUAR9y`B}SH%jw<18rED7t zMQM7Au$RV)XcCPCdAXdlDrL0LO3FVK*z&4g=y2Q6=~(nNwNA?lZi~+cif4{C(=Hx- z3pCJYgipx5w;Bu38tO2XjRT)1^XqOq2r$HVr+}P31*C6Y$JU+r2Q>*;N`W0DRtfybTi|D6NXN^dZ zCv+aYW)6X@kUN~=fdPIF;};5w`Cq6$XmLHXi9jDB&%wb)h({RreKE5g3|h zZHiE%PUE2%n@=VcvD#^1QS~USr~}+tdx_;`!*i_BYX&WGJ&)cfuZ(V!7p0)0c2a0T z{erUnf~_R${g6&aL*lf1H<4B2e23f+afE4}d2FvM(NLWde(d>)VX@bRt4&~IsGE)zIKM&qtU#PyF6X%ovcbIq2EAMoITqRx zKW&wOBT3%;cS1lr@@S;NPWqIqS>kk9edqoJT3?H2>T&-f)DozY6z z$vm04;wzq*An{7wNQkI3Syz(u8!G6H@@!qbl!07Ifd-h#-FuRNpTS`G%6JoCE8#x?{-OlN8Y7n!4SQqaR2bx zsK3{$ z_ll%h9vIAt<+++NPmTY8Sl1Lr1--x!3-jut6GwlL!1+U<7J=&}ST(fz`P;hXacZqu zdWX&3SSu0HT;4vthxOp$i(LVR7X%`oudqLd|73Bt6owKva^EO}L#CiRAd|gBP*m*w zw4aOY+%X%fM8+Nw=?)pnQV#4tm{kTX6OZhPY9;PZd^H>k+(0Qea&Xx6{7S>Cc#1t0 zSAkegDu`^#>t>n56GUjSF9n(!I7TINlMj358W*Niy|R#hPddK*pQ}8^@*K|DI&6kC z=dJ^)H7My$R-u}6IZ9!by2mtCN8Xt&`q&e@KT`3YcsfsTnO%oFonl-zmUoi~=A_`Q z?RR|@e|u&=vt~e)inTS8Y<-hr(2M1y*Ba~2@zv+Wb7sHU*0?QTVULZ&2%_G}+}8Y^>4~<`q51AXv>Ei}%tgYh`>UGoA4J;-#-m<)Gw})R zXW{!;s_9!8NvBLGd<@TH*8QH5$hDx+%s#tt|4dy?MlA500<(*{jd{B&g}8_HdhOK5 zaP)!Ly)0YdXsC?pybKk-y>*Du6Dy~n(4rcJmNU1C4$rtE;Y|9)4y{y^Jk{K9W5H-O z1}Io|FZPX4P!Ro{a{ToW-s8TV^x{v_;eRMiI!RgbE(-ReIHPy{(7aM3MNUSCm%TMX zu6?oSYY<=tHN8$|xF8Xn!y$ z3DoCPF7rUY-;#7B&aaT5US6n%WMwFbOLK3Khwx>^E}=`}r`*ynzru-71O_kA`j$t-GnT0T9&Yt?ubNca}kjUWOT>E^5P zaU$?nkv=BETN5w$->}^XN@!ZzqunGJDf_SEGzvW<2_qlC<35;*+>;(=Ga43 z_&+F$HXhe)Bpjig5sSM>>0JJrO-rselocnjIc=-Ff4GgIvrANp_# z@vu1}%5#Lz&g}LjRdbB!^TpdgO9Kx!$|2*U(*T zo=d4@HS?p457Xqbc7NHPtZSNyxR3>_RdW%H;vI$PRzx? zcqmSTh8cW0D}U1I3d?Eyc%fr2cU-j5A1twpwr>&YLe0pgQc4&N^^O^Ov|m}KyVgfn zsk$Y^CN8~%GFeo5aZsNpLL>18>U{~$;wO9Ub$U)4)WG^e0Nco$ZQfaf`vX57#sl8V zyaprzn|a#z?KAn1I0B2|!?^DzS++)LGge05=NSqED662FGx+MmZG=8x+ti$ejm=;2 z6GqXMvocn-*7pU>ygm2K+lKB*1%!@+v!~e-yt{Oj^?0rO1Vg!HL8NEQ(43q7ic-*y zxV(WnM~tECPwWx{CqqTtg9c$={w_S3_<6l!yU@AahB8q_6#v@&vACEH4ZN{O%iZ8e zmwd>sqjRrPv9;h=V`&-ntwAtLW#-z&8~PtJiIgo&!b9;8lQRmWJnIBwjkS7+eNdK@ z3wN&fjhNt1(^u=0>6?LW(D-_uq1?*SOZg+y7H`)qa+~r2?_G7ws2c6-qf`gs37MbA zZ*uA*x4>~k+tdB0hsSC`5Vi>O1mc-eUS@)i2;E;ENU1GG8gW^xjKq??YdXu1G@o6t zDpsZuH@l8iFRH7nCDooj?)C(SKVv^#PTpsZkWGB@_>t*@us|m~O#|3Kn6M;W(_pra zFlJ|x1dG@CMkH%^+z?vB>dW;sZyfY`&u24HjJ-vI5*d^{r0<|}c;%x^7u`GSXi8QG z-F|4LTDp~UyYq8;0pB!)8^ie1#X1>tJDgPC>JZQvNg*kC7NduSAiu|i^SDDptT<{%=pZ-(SStQiKvnPwoJ1WjID5Y1f1 zQ~ZiqSve6%*63MV{)Qkb z#8b2byd}9F0=gAvD(Az*80o+{lH7ULwNe6o44@FF=zTf!zEAb?M4gbvUuYg-XxBv1 z?J`c{#}&!$XCf;@IhV0W(VpX71488Qa25FsMT4Wqnu%PWlWDxB4rI14c}$&sgXoPV z==1%_Ll)K5^`!# z^y^GmbI3t2pz%w`qDqN|62-R2tF*`gdzcIkWqogod1Z}&7gFZU$?#7O4%|dLGI7Px zW`oydrX2M+C29-%?1Rv+K1=3Fr7AmDXEFq6X!^LZ8qYtadx6H?TlhV;O)SdMmsH8c z$Q%2GUOhC9d(HHobxUu6+B+Wyp32J4TLW@zm!R0ET$AY$wB{W;LZ1d8Jl-DnweFF; z)AlAxlZCx+mgIMAz(y58(fzh!IRA_g8qt3U(;NG=?Rpb0!BsKwRG{4q{D=z56w)e67piKp7EYauWUX$HMdddoH5A^dv71sEo#I2 z)wAvQ3!!jEt;HA9okFA^7C0U3%#e+fjAq7wW~j=bXnqP=k6JXJZ(;E~E6byyvkqznk)mK{{LsO2iFj;qJd%ex)?1 z?l34PjubBPECzN|MlF(nP9z*+Vk(_lD7^(!8lXxZOzsR_qC(hhwozOH2bDk2<$V%c zBnOE`xGI6FwyMM9ep<={k}8_9Qn2crZ@W*UKj}B;eUiid@O&W+H+Ql5*r-Km?Bwmx zg7r%cF>u$^?a=Ds2nim&P9K9E+hDSWi>9yIRQ3Omps(( zS}Dfb(~o}IEurrgOEW60pOE>hv+q&V!VK86z{W1ys@mzhg&vi+8q1b$fIv2ntmIIC zS^v=B;%Y689Qk3D2c_x2z`EdhhLIy?MV~sf)iqWcTPj^Se|a$F_s@pfdn=*9yH3ol z2fVxJ$h<$F5xoA%g1juDgCwVjS7~i~FT5Pp)=FU>doP)`Wgq zDUH(+DWxmZU&oauU8R31cz16DpVx7=wbNS+&yt4D8X4p1Jxy8W&3R`K0=G(s|_aKZ*VY;A2!3W*dPGGwMR`V2=MR#c&rdWMuP(&Apo6`24JJ! zVpok*T5Rv9TrW{k^Z&blGwZXm#7a|R^L z8ysL>fI9||2?1sxz{dNd5fBE@VE-_Fz3(z||LWK`IY|HN0QMMwnf*rykcuI<$kx?$ z>AM)_zdF7x4&uK$I3@O98LtpbQy5V>)cdIDNN#&Z})edI#+XmpZxuQk^{x@IO)>;Gx60!vMgS2OviZ!e~SQ6ImLvz^=s* z(NZ{f(Nga1N)id&aV4M~4=;Csc$s3j&qV}0i@)6SKXgX;*dZy&yN!3f$JGwNa{>ah z0}fIlfN2Lv0MattgKvqB0z3fxm;Y9D2kiHc$l{O#{71wOpq2sB;vW$|K-LugmnTYd zEQfyw;P;Q#>Igyv0ho*cHxgj;-FC(YaD*X3x1HVL^Zg^RI|jhY0EHRO>;xVLghm(u z=fNijfKL5`kfc76zUw}Y-nTY&Jb~)~gf_s?1ekXK7aO2(0@zRhfePFioT?4i-EpD6 zI;UTpWPm{ca3p|<`-gD}{{~<=|BmtwZ||Q`I-UNjf`jn^VkK~Ea24MzUOjpDGlAe8 zr}gjKfyo4rF#*Um9ApeQ z?%!Mc2c0Z<$4mYJ`iWm~kp0yHLxrQ4g#b1-97zeVoBvqmv#}Ju;GJ0WmyxY>$w3AI z<`uvw7XnD?aLgiLO#tF51V_38Pu?zt=$xAAj>jl^x%+zDhPeL)YC?D*e+bF|9vdJi z10-lTQ5G;a&=zp&Unlx~@sRM26FI<}vxf7ZX?}B%@ca?Ov9$k)|Dc=$Q{cKgzVx4t z<(dP0>u)r|x4de8_)`Ta!GOO*Zn@1zmsEszVvzv=7I*iDQ!trtILQAAt^jToFdLr$ zFi8OZ<}Ez?)}w~5G#T%BlwE*_m7DD?_5Lmm5&{4zX|HI&fDT~s!eczp7GOwz-~&Lv z{&@s*zaJ9b@iQ-X7dS+dl_vEYh%BYaoPZQaF@O%vaRfNR0O}q71(=Q8a29?*%IdWg zzR(?q^L7jZraNpB1Ogr*K)}AmNZv*o9(beyr2PN%ym})JJl=m%iY!(RK)3%pet2~O zcx3}{ss%_DB%Jyl#0=nXZ(+?a8YEzVvl=uoLJ$aeordQY0|`4t0&$QC0C0Rkfba;1 zmkI!81F)L6bk2X-r9%I?E1X>l+e8Mjf&X6l2YCwc|ACbFe;`kV{&Q8h4D-Jd0uWvp zgbR@x{I~GIpEdya?Ej5T75dL>Z@Y$~gTN`KDMW<-Kjc&!dZ9ax`Tv7Xg;8Mu#sCPO zB*O5b82~r*FFzGPDBlH>8cPV>@z(zbGU@+34git~&}rc~Re(GXV21zn!2`$V-+`YR za|zw?>;H#7U=G+I4xsG7A2jf-=^)&|bOGS_|J&>xkN9Z! z${ql|50H-GX%be44C1<*ovpmR9UXu)33I>&2E_YU3W$K<2S9j%_zw39__T3@y+Hv9 z&D{vA{6M(?fH2Af$6EslUl0fg0QL3u z8=T=y2NH%^VS@-@Yy^Oy?yH`; z7C@r;yGn!r!RQZC8ODeUlEN4MZz{3axHtkO4qz-Kz#N1ZW&kEXJO%*%$PdtR0Svy7 z@a>`sCPEJqrxyNiHnH3;PyWZ*_);p(smcCn1#UB-WWt|T{u=>3K8OWR_`ey&Vr314 zP}ngT1VmpTfxycw04Qz&Am{N30&6S*IN};8^#VJ`2hr0D-A|*M~8TObQL{ARk zzT^|?0?5>N zZowze15WaW1^OxH0_J;Y*;~1$7XNg$ATRd&l`)?Q9*b zfB^hIfk5CkvyuU(hqnYTssZ>S5H*2$0c<#cFSmYdMhm(JxldOO^&f#(8`6TpArOBL}rwuJ?n z0#o`n2>@Fapcx>M{~0r|(YZ~Ff=uu+-*HAiE1+xu?4j9z9Rrwm_`>v$5C}~0Ed)Fi z@-f4ucRkSu*e$}y%z@PjCP)qXAJO|i$~T1OPnjtNVIV(1Zdu+6K$(|YFgKS1JYD}e z2W+nY*7x8t)UbB4v+)rV<5G47CK?3zJp}xKW5EBO01^)nGygjw1WaBb0lm9t;F<7_ z2H>v4+3WvZ0Tf*UPTbPN|Fp^jFSGz0|F+5lUuXeaHGnuS3K6^=I?(N3csP9h2~-vV zuR6z~$j8BB|% zqt!A`$_uP4ySmuj8=afC3X8Q5H{-HzBBpOH9rem?zD1-#v1<8B^`8?% zXQF?OGGZ%=TgGnc>y>^&b8^)0tBD=X^<>>br^lEpmRKMAdizo0WCZ=9c9?P} zVcy;zYiTh)EDp<0Kr@?wzB~FZ95mi?HM#eD>e_a@tImC))xe{AUb;>@_S<;rBztpH z`;@lenejsPqK%kK1ngw)%alr)I#pWXJK=hBCx5SIF}<~wkm9djL~m+D16#)T31&U& zuJ*d>Zmy5N7|cJE+Tzd}`XILr+sK_>O)Ea>+Y{!f);8Onvi?S_4_zTMU(b0(d@)(^ zPQ++=T|6YD#ix%8r};!yRG~LtLlJ`+4bJ>%}UF%Z2UXPv^h|eta)Tx=*{l1tLx#oOzweEFe zRVBaBMUR1l_uZgRGhiGcHyN-&Qd@T-R;chUFY0 z2v#h*DOw)c2O6Jds|z-oWgu8jk6e)b%*p(%K)QW8G@tgobK?4|w;k<>FVhY{HVQC6 z#U&LoMdKyL?ZHBC<-xknCdOqZlPS!#LhGEcqg8hafP^|@AVOa|i$zdyE)dDi7VBN_ zXA=Kt+6+o+_pm?l;Z~8_8fkX>?Po~PhI!GG+ue$3oD5b+sIKKsKS!DtOIVo05W3I3 zzQ`VG`m9W1Kwk4TwpR^kV_#?I!S+ntFaoZ9S+;pOZM$Uv17D}QYzKDIcFfb)+3y@+ zD?i$ns}DN{>ndk072vtD7qn~L#!2i_tLBSbo9>PEOtpFl~C)dHlYaliw4*gGYT)W>7KD}J@s*;zO?|p}OHZ&f6KWO&-dB_}LB~0L zx;KGodT+Bc1o}Kv+-Hs^2i@{e==o!sN3yL*?=2CT4yTY^jzfEdv1eR*I;?O6`OpyN zqP*gE{4tUSX^Z0!icfZ&j#$9E*`&_|4Ne9JPB9w}+3REWn1+8xWM|)dQ>*ioR1-r< zTo7TWUSXD&obFSkVu=KA5}BX$x+%T}wa9M@QI2^T#|7wX*@S77*R_rYeoE8LGWx5q zx7+HI9yIJJ0^y(dM;|>?M#M$b%j=Qk^6lX!4tSm+9hcQ?eb6a5Hdd#CbW9+Gbai1x z{>+`uegh<`x)JaqdyWV?I*w~c%SpGU^nsBfJRh0bQ$xc`dU8R+Q?RaAu}mCwl-aq( z8usA_v8WByxYGw~Hx~D*_b$FBDttzPB%RIwB^kAyZTP|9ymj* zz72f&*1a0&lKJwaB>G#>vQ(;(LFkF`GA?NlvUbPE_=p*c=tz6LOcYJ%&{W-|5UwUkbI`z4}=1jx6g#i&rZ5^|kP~YKA1-|iPz7suCmxAOCM4w4M zf(F!h{-G4IcCsS)WsF$A-F*ZTq{!f* z_a0r=WXtUid3-KQJv@_Z6O}ym8q7rB$>yXZ0pl>4@QOu&!u5vf+!ll+Mw1pD7H6`* zze`Fl6L|JU$$YyodObAy$Rs4qd5&`sXH4Dz=4xma?^=O)cv6?IErPHgqn zhU{{{!`dw)sn8Sigs)&D^QZb&Sf(;+<8KNW)`X)>M0d9-(z}Ms2tRK4+hYA-H;a!` zR(tp=OLy&@f=yUpK89&1cwNf)p<%@&VC_!G*Uk1 zY7Ir<^?uUWCZ&gZ`F)CZNaVfma!0dimfsTNXm_r3jG^RJw9w{BWA#>})Nq`dGsZO= zT_7aVFAI0el|~3GJ7o9zi`66Hju+qz%}Qr29U?7AfZa}Kw>Q|gfn8v*Ib-kIuy}2I zo$C2@Wl2Lu%SVfM#0JtG28*!B<_#{ki#+I70<@(09*$8+Z#XJt7IvNP0W(pE(`N3O zie24a{O=kwr`+VF;L`mr*9unOoqbxpBU@b)@p&l2`hteye#X)JA5E^l3ABZxe5UP7M!nDss3oWMRqjE0?%+X{c}991s~QA{DzO>Cq2Guqj>Fj(x50-> zl)ubmVpnc*g3vn?q_Xrw@OVhsrI2-rB>%U7@L>u01GF2A;2#Rymoj-Ml9@h;g z!j`&~o73d4G(HwSNR@a|a_{kn52eV?k?3-^X!Ec9wKqM>tF673cPbJar%Q}xM*JZl z$!Y7I(lUM_=^+_&7YOQPEtzV#Vls*O7luQ`Wk+9dU}YEB(4fYKV&~%+FD$Xs!@jR< z0B>Br5!UbTe>s0Y&VT0@?S;`&4Hwcf%gbaVZi-4>n8{oaoz$Q%&kjV**VyY($6w6N7PSZz;fNrf zkSrTJuhU4lQ;l21JuM@Do;TAY^P4+s1T8P!`n{7*v7X>FYbHu+K{Rh+9w`5C+t88q zkFwKd5-?{I$%I-GjVYuY{biCL=i3*VVXkC!R72A>yUFP{OjaS?Gs8j6A8jLcHp~y5 z@x|jTLjrP;x7^8Uv|A*~TPBDPwrPtbH+$dAY`WUTgGlwau{$qI#}RJC<^;i&rHk1| z21Os%*?fena>UmovCe50$Dq>)_m3T(Ut$>W5nfPe$*#VF$Vw>AhF;;GzHJz6A)<=r z9JI<1B5L^2${#_z>}!a0LQvrWUUWSnH@l3gOU(@XJQQRiy_59I`;opGuSe|#Z-CL$ z64JL%j_GI$OC9FLlKPh?HBu-lX@2$keRAXKy`*&>vYC3o=hAAvq8tVN%0I0afpw5P zj4O(TC2IQ04C2^k94uob`O0i|QcHE(CF^08sY*n8+vLP zfi3GLffOvr7vatBw^Bj|aVftZd_gb1B-K(a8rw)6!jeK2yRPP(!bMjER#f2<6X69o zT?Ln+bw>^@m~S@_j#kmG3SPF?P0(u!$Lo&EeS<^{~UYN7(*0Lz;9#XY@Su`9~q>LuG)_@;P%zE2sxW!H|S(bbR4M6r{QtJhZF z&=Bj0b6feD@3_@YU3w~c`)$1F44gOaPhKBM#-SVT!u%$ev&yi}Fj8=Fc|cROLt)RN zmLcI5mC@A3KfDQ5cyytSbPBHU$6K=wBA7gme|`R}q&XQ6iqgLuu5`iI*Lir)tH4hvin%!o&Y zg`hnsC0}`C!4A`})92FqiL@nrCnR`Bwk%Oj zS$AOaaV+7on2$?sJ)wG8Kz`>_je|g&U%KGRHIgZgd`!(t!3dNm_*XL~T#N*r6mW@B;uOOtvo0i1O>h-{Zr$xjJ+uN&`u6GTfsRd0&v%ONJX90mlZOgD zuRf6Fm7b7(u;U?z_EMY+g-;TzmJRQ6cT$EA#*lV`--v&s6Oglqg${6nE7atST}pV; z#XV(y=G20rCRk4iccVy)@8xM>TQe$r)z5winH+!Vca*GOS{pSH<2evzWy{2HbzY5iaBL zFRr?4*-RYB@(?A(@X2Kgb#$*>>sy6la}6%vtByfGikRVH33hntr(U!pF*(4xJBe^$6wYk&4j%B$PZ(cS8^5lD8x($1dxcvF@4P=aw3wL)|D1PxgJMd( zzc9kuTK{471zB^usFTKIcC_3jjMbm*hOBxBT6er`{EWo@Nt2ARN_La(1!VDBR+T^{ zLV&9Fp?7EX7R$}H2ovr&PqO6KRa(a9Pn7O|+kah_e16?gV7)Z$i#bn0yq=TkcyQD1 z5=m10x`!KSxA9!(jIlug_VQFAO6mKD$3)1J3lC-7BQ?a9gk*@@yKF@_u|RAmPw#2x z5J20W;|a9Eq?Ar+&D>=&`OJHu#j2E4RPt9*kpdN2(S# z=ki#l!fb30PJe!??^O zWPTI1nX(oy;)`5!@$;c?`mmN9TYlwy%^0S(8D}@M3Dk}&oTE{KTAFv|7q@V6(4;^! z_8NQTrW_0m+3i1#(dY@fzAs{&I{S*Hi2gmrf3ITEVvwx@a8fX`SJ3(CbN;e(GjAj+ zG!LnonY5q@pQX^K$YIw<)4o(|!(HjY@x|}-aV;TAE2i~p^-kA@=hfG<^dY@Frjk>G zHwG5NH)pa2;s*T8@{_1PgU?Mn@*AK}LX2Z?wn`t?aAlFh9!HTcSZRna-nTXLI|k3% zUsZHJNp5f#%}_dxfaV=p%=WKO9ycto$}%}@FC1_cmnKk+9scAaG7uNsZ;3RWd}FA& zN{;CsGjW)3wkl6B#m_bW(7j(E6t7M=srRQRqdVP-QfVcG&{_=3XfI0kTv!Y0IM7q4 z)*8JM>od~(mfyK*6f4AlKt=FHn3eL_$0qB30$o-!ya^^xthRH@Dz83N!7eJT8;BXPTHw3Hh*@W7GB-&H`C*iQh`m&l*Zno z`QPGlCKb6e?Cf9%)2hbCkckdJdARCo&V^ncOY-?$`IdFX~K@4G{Lbe!|7 zBwCT za4R98$~HDgTq4%LzkhrY6uk;ji5~S~apK~!WpFGaG~j(me`+KxF$qnVqK_d(3HX7v zmN}5y5yRodrk|$Bt6iQa9@r<^?ff_g+AesERp9XPTTKB`q_^66--8 zl%RB2_?5irLauXiI6jl&B&@G($}-hZWa=Ff^mWN0eX}+T%Oy;@P?sDHDj!&(`DLtJ zB$h+B^gz!ZxkZzz{WSE1u1q&R} z&8_Z5&Ah^yOlBy0 zr1=pTQ;5=5=Qp_wI|zW9bv1eNVa=nZ3JIzo^A_#jY@KX@+=;`z7TPr8)2_0L1_VPo zxkr6|Wdt-TqfS?eIeb$tCQha`a*=zof^#%j9Om?4clvdL;DjqylywJM*dkxft*(#k*o|E)5xM((*p;{`{7pnZQoi{h&Gwx0Y`KQ&|!bFuJ zH0%z&S&t4Z0>4MtUt86aG}Y`g&1rB8$xaJ)9;&w5n{0N3P$8foBfyZ-@(M{ZZe9ye zKEgTb4^)nZ$niMij2A)hBceLUGoLtRsmSp^32}=s%#Wc&Gj9 zNK`2?8B!vnrmLHWt&>C+6Je!W8m7gGp{Vh%4A=?UV|lR#q<_J{DtxAxS)aQ@(B& z@2nJ&YSF>`KHbm}3yKkW)o5?<7YbLkc3kCu|(qo*o1XF=35Z}289qPEe??-xO%vD4%nqFqw_#V~k~nO*v3 z^L`;QVhEeZ7Os-sry}q2PoZzb z)EaiL0HmPNTEOF6D|L$P`(@-2!YlKEfKaSF7Xg$I`4>v}tlUfjN~KoQEEalay0-eA zaBBp^kaKf_O+z?SlH@80W#U*K_%`A_o$l&?3EEM(x5l#?X$jertNzHVx>T}0y0was z@A|0JFTnfWCbZE&`+{$}=iWOb4C#tNFrGgpMtVjFPIR^0T>Spj9K+%3#0~~eTj zT$%<2ozI-?nF1MNhtzgp+>E_C6`RMj_AIdGJp7P4sfbPcCDrUyt*I%S{_}AsO*5;K zm8%sd+LZd2Pe|nurM-F%$)Ea1)tPdp5G|0X(b^nmA>XOa&jiJW!?7|{ zsD-u?Ee%L#y*|_5bqGTIysYl= zz4bZp=4@4jd!O`p*En5CL=lhO^OCBrr!^6&oN0bQ)r5&pKlpIUt;nk$YOr#OjeZ8* z2zqE3v|>RuN`>G1RDOKR|H!Di!i~&ttm_bqALA%*;Go$&dsjnflI7f-X@Ww(A-!4| z4dUy@rK+Y9nCpXAuP&!EWY=lCr4)pz7{SCexKa$oT&GM z>#iH?-RTBJp$#kNZ$o4{R1GS+*ZI+dV}*Eyde1DO#5G?wWQo(6&Jmt*8>F}CzdL>> z*c1kd70u}j)|175^9>-%=0Z~AFwa|FRFU^NMYri@h=-ie$H{b|SIAw-0!*qB3)#sl?4RS= z%8h4UgC5~xm$lolUF28yd;i!?tyld>Wq#Okv=+bKROWR-^mJF=FLnZPqLmQu)OhXF z2KUj|_eZ6_U4vXgn%Y>21{=d3YgJN_2mg!^c$D%rF*VUWwK&vTIzs>3eF0@XRpqPpn6#65t>UD9 zcf5VX)Tf2c5iT3CUvQ+~xzHo@l^?6NU<&m&~j`n;bQ`P%CNybg6)7rT#nxqmFWze{&#e!1=FFovE^XP#dB zvsK5#lyxCoJ4abhH539_`8xdeb%g0FIYPO%>>n4~F(G-AIQPsLm!CA-G9fG)N*5$JI_=g_k7e*CB=1gxG zM;=eP`2Fbwy1u3rE4PDsSz&uy0VNIXwz4VK2HQ2h`gk;Nev$ZBQ?na>J>*d@Q|Gqb zWe%a3i;cSlyc16f8W}g7knq=bcv>Z4!EHU+X= z#?t|J2SC{LReOWL&W=m1BDkX)Duq8^ctdgV4LhC!bl0>ptT-MBsZcw?R^uF(ky!f8 zTXa-IFuQVxfx8d#D65h7Q&PQZukM^(9L;`F>}XuV`dorm{tAHicB47jxb!%V*J>2DM&5IaClmcbhEUc~6WX53#d-!FD~=d5g=h43x3KMx>culQnvaegHbUW5Rti8=j)s4l}{N}ttd zupmiR6V=Irq%Rt8$ubg2=mjBvPoI<A$(zXpIccWz~64c0xCT4$mg` zLggO&Z)6?ROrtOnqiGs+@8;(^bpce3YYj|Nygvta7krPbPAVzqZASbU9n+;oHKH*X zUd3~t2dCS`4&j?0-#9xZNJCU()e4*1GPZt%1k~n?dgx=T4OlVnx5ne#K9<^g{xR-CubrJm-N6b3NK8){{(Xm~0@T83++K4= z1NE_Kg?4zIVfJ{KPORHc4*dVzkt)D%glj9KXqa$77PTDgd zc3e{{x6r5`%YRe9l+o_#IyM+I5;K0lO7+`7MT81-O6onug{h{u|H)(MD;kuhg2zq! z`PJ4t&Hm9bJni}NioWr02vC!^PrYc>h1prTnr-DWOGsb06zf3UW#*xHi~$;oT5Rbq;4;$YZ2csIBk`6S|g+ zKVKO4e0lU7_Y)I=Z2qWTzPx$L0GEy-es3Q3a$0RgZT@~fknZw8y5g!a8D7AcvbY}w zfEsTVCJ!xW1t;qaU+i>>IFVLFSzRn=);bW5Vb8|@IS8*D03^m^cJJ9EO1lxN>SseW zS$9^ZPSAYv6}|nzcM`}7xLG|}F%r=P&4B0bR*)xl_8iI6FJ|K9#o2gV_23K@1yz`c zl#oNa*pXy2dT0^eykmf#p!8@(>P;dgozwXzS0$MSY;5VCl3CTjt$fFB{A1Md(*wqz z`TogEwZx898SrLv#NE9Bcds3neFkQ(ZnGFz^D+`x$PtidP_a!uKB!u=Ya8Td=YE+t zqGaWKMvJ(R3iYPl^P*vD^Oe~7(jaq&Cp#_7#x38eY+hbNN`nGJN)t(83X?XlMk)9O zLO&z3%|y>pgUS}Mg3d#8O08h_tmUjGbsc4EVC?GgmYtM7v#@wIRC3UwMKW zy4-K@Dk-C2#zEvgJn#5zL+7?SdVMz0xZTj}GeI7L3jGWJ-zVG;SEJ#EPG4~5pO}PC z>qAObi?8PIO4U-$ zJ-`ViF7#Z(aRf&LzDqSSj)Qd44TtHk`M!1Vw!oB7Lof~O*<~}D+jpW1d!bY6e zj-{r7$*SRmQSXsi`lywtcN-^MsWICNI^gZ@Mth`W$~LTMQpJ7B`-#AL>RlPE6y9|{ zRj)XM3%Xdj4|(1hIz0%v^0Y)@t%^QH?AG?o7mbewYaHc9yXcA6X8!qI-Pmz%;CRl? zf{hrJ2^}3^C$hf&7&`DHvQ&Np?ENinmgSh3Aj~P9-lgGmzd6ksLfKgME2S9>V zMZd?O=wu~;K98uN*iA(tS)9*4WvMebAmn^wghFWq{YW1Hc4F%5DlCcN3JVq8di)lCC@~ z2VlHj;C^50x7s^LwN>S4L9}Rev%Z2yO?uc07CMZAfKf2AYp&3v;1oyaCV|14Ff6%X zRS}wws{~?Djc%}X2g+m|6aC^vA0WBF2?{-EP_r^hyCYN?sT&&4(S|=c2yn$hkTA}w zA=fwhVs?oNx;}_@4#!8EMMbvbRAi=H#&ktSlGfDO`C)NP(r&`k0XiEUMNEUZ4Nn!* zGvjd<{^kd&wCsan*;iuookFHu9EuIHyKxn|wGMLW-fGRN93aPC1)ZeREM zU#I=1mhZ@r65I(Nwpr-jFI2R&tBLE&#Yi}Le?M%f90Uylh%6BB`Etl|+4+S`a@Q6I zpcDV6p3$adBPd#(6;epPfr}sGrJlOqIvc<75k}MzDQ?;6VyK{^Z^Wj=NKaz`qgUHv z04r#h8N8&;euFn@uR0>fB`gOwc^D+kSXhsLF>B`$r;`AhmTNA7EJAd`p1nJU_F8uf z3pJ^;Wyc;MP|7GJH_D?loFU-Bl;^}UhJi#T(ADqdgaIgt#zDr35MJ{_DKv>r$%pyn znh^bb-T?NKQm&7qC{0sR+x3Q3lfM#XwJ)gokEm24%wmu4E+m>mCZSrmYx-g@bXpME z!tOoPN`&=Gy?mPA5V*HK&))RTMRqjy*n@^GMu;f@iIy67a`@h}Jfn-hBhT6YS>+># zuJ{_MW%u^YVefP#LWJUmBK$fVkR44e{YrS}buo-_IOmNAU6%O6fW}u9YErE&U zw#~(`7}N|^!y9Czqx$0-g}b)_+gv=DX{?~(%bfm9L}FVt1sjW*%qy*R+pMk`LkBG> zG#d)w&B^Q_#nB^si!rYoZ9Qr`$Xgi7`s*?xA;VhTzvfRRmP%N!ZoM>IUCX3(s@&5f6SNXt0NZ$M z_AWWWC_{Pr#pv^R1|uDX$KL@vS`B>4lrhvjYYi_Ng*f-kay2uJL`0`1dibYd`4G!u zOdXAv|JKa3SJJgf_u*$0+TT-C79X@}k8OB09o8iCIIwFWWyt>lv2~@5Z)WUbLv3aO z*JBnxd&?XbY;xe_YRu%F1J)P}#D8MNXXv}bdib+ML;y548Uf+e}L!8bsDOv)n#+>(qs9ub;<=p#usS-?S z&|ITaa(#Vs59hF2vyLFG925YHQlamjx@#-)7cTh%vF6j?tmEkYl@IVVyxi_oPMao1 zU;+D~eq|*AS;j!-me^cEEz;z;{#d_b6XptV3s+crXYpBaBZXgU=#>?vszPr|W{!|L2amSQAq3u4nS9sLZ~1}; zLgjko1CFBD^nstv2$W#8Ok+J3DROK3K%A-1o!R7Mld3hHxCXFI^bd`wsV%+*d#s$W z1XYQkj6DiVg4I|K`=^LJ%hF+oS`$r;)Tdo#!@!k3dQW>~V3j*Kud0Ww3DedDK68aV zBt9qEq7rF*Q>2RKI@F$5{LEYSqkPlNE2z~rB6@!(q{;_`8#V`1F?cZRV1so`hHr22 z)|F-##C19Hg%seBPBDi)%4C&{bBRM8S6KDE&pgk>8Dp1e+qLM~kNWTx>u4ZB@+L(L zY4rhul2-TBFTNiDLy08zcBkCf6TWBbYD%}2-62J8GM#l_909>QONp7oJMt&ybWxIa zD2UmvW&lCsk&iRAl0AHSG$CR#MNO@`7K^lB@GVJZbsEsfsHGKCx3K?6SqRcPG|gQ} z6h&me4R1aMtd=L;bYWVcX_dG4cEfU`Zo60eC!=NZL2K7G!FevV_qogWz%A-&5`+1~ zHe{qaEI4fTXFP&Y6_hN{+d%Y2azGX$ouYX&bYov%su?e5C^Q{=X*NcKRDyFv8^t6} zzQhd=JqG|4)On37Y>U|^ufVsFp4}9LBQ9_K1rFgU$KSp~9F|3z6rGzE+@&anDtRC; zX5yQIg6^!1x{kMBL!N?iEC%b`xj`4=MxRl09YzQCh(Y{PNWD2=#*l`A*2X@PEBP66 zo1InP8lLYE89xv{bBYlb%BV&?q4W=5m?mOSu?^tTh=F4kKPU8ncINtIL5+R}uhndy zp1It|{=>~%91gMN@|S><#!a7hPSV_TZg93IIkSxc1qM^Ctx!?Q0B_4ed-JvEnkq zFKBEpNmlU^yTEiD`pH@04DRcn_(z)EeXhx*A|MuX{e%$?j>fj_ichbsBQAN6!K@XQ zwOt0fP!H5ph$JQKGauZgRetvjd45_vaRbGVNd7YMu97FD>n}rC#Gc2hLb8lrT?U}? zW=x=t9lGyf(S`s1G9>gAwt@~VZP0OAtDjvc2G%d(!GuV`U5W&+o~M= zl;cyH=S5Fsmvh5~)m%ez4sym;UE#M1Ht{1CFBNifA1b0nhfu-K*lN#ouqeAyZ1T7R zIfXERoTm=GkaD{HS3&vaKJ47y`2;{Rr(OulPxnBnR#AF};{m}idOR4Sqj1@fjg~0H zwsRJg=(jn2#1ERd0qmZ%J^2@(5IeewWPC5g4K;04#FYI}fUYg^{^+@jxyYGDNWIg< zylljM`qu|IL&NN7q>W=vNBd93``$9kJJgV)+%OzMMmJkkf9Ei;DmKLOo?w8Fb$e=q z+_$#ss};sGqf}=Bb;_Jd?`e0}&n!4hM8ZutJG3lYj3dDqCX1BK{_vfj9nV>~yvJrk zlzt7vk;5f7)bU~rp^Y>|heVgaMnDt94W&QI@uax^p&reMbNy>hQ={Xv!#8-rJYxTj zowFHQl*la9RLKk)rFFh9dny6^Mc%sMKM86&!aAGTscISb%>FlDR|Z#8fL3dNkWjh) zwETc)l~nXJ*H|%}J({PAhNDNxl(5RrW9;cn{Cbh|hg21p56>;mk`YS8n$k0}qUUjX zX~#Y?1QxPzmLT6IAl=n&wW$W$KFhtwMZjj6;e4N)MQMc|9(tJh9a#;4qK-=~+UZhD z7w^PA`@t4=DtQO43(NlglP5|cQU9z}US8agK>F&Gp3# z{YNkX3&?%^4`1^?0y03&mH+U|xqz?#VQ(6zcl-n;$Ne8>w57S5p`+7(xUm06+{B6i zrN`y@4-@!5jB23d08m}yzaszzU|9Y;M1(FVIrjgMQ(gaOi1ghEAc2zyNWlfNTK|s; zPQnY+M*-3YIl0-HIMba+K~2&%^gzk**#3tV?PC7_H%4_NkQE8M5bXa>1IR|@1`;xX z+A(Y-oIv@a|0vx2NS;Z?ODEL_rDkCJA9nQrkKp`2m-IhU6hJPfN-_!V|Bd=z$r}=0 zAoUigPQ(cmGT{JV$P5be23JRg~51 z7NH)GIy}oPMM1GNu2Ul)0b|c+jK>b&{Kp%v=|51Y02xl?qD89Kd9y;+!LU+L`xJV) zl?LIhKf`rQkX>3k3JWDjPkAS=MA)&h(_30vqN1V_5)#0nks6wsTv|8s^YdR`yu?0*#JJRek+g<~hrz+X^z`-n`}<>nj|WL( zV^RuGv>g#gQjS_0@UWfiK$`x0@ITSC3>9;@xs)R^K0a;f>FLSIYWn(w_y`b?@bdRJ zH>K6pNJvOu2gyo3UvF=3QW6ppKYsKhetv!e3;~~yb*96CdHEC}kB|bk_V$-YM;7@g z%2Q4tj&SPmLVue%KrqJo`hu}+rHAsZo}QkdqT&7+Sy&t$A6rTXIHid=;$%>IJspfD z=jP^a``s&;nNjox$J3?Cy1KZis;Nnmp?)0PdgZ$WUB14)8m0HX0k5^Ky&YTyQK5}XfIwqQZGepde|B=8wO+wDTjU0RhfyHL#2iEe7ab1^3xkA$ zGSSykQBl#=^*viC+t|?%1pHA2d3mQ+JuR)}i3xe6h~$(Mh-#9P9&~C&kY^{umDSZ%v#>buO3b@^ctgNu z-^PY6)o&J;4+VTLbs!*+NeMND8fjTHCwv?W&;Gjsb`4~opOf^8q zh)2I;Q-htnyAr~T1stG5n5t$St2ZCgeg6xdJ+}ciE3j!0(fP^lYN_fS@VThrNyx*o zK#$^9mqa_no$v*8=UQP#7EMsD_GYOle-?o8{ff20C zBX%1UwCjY&H;XVgFd%|%W%O(SL5VNJ)SxoIRw_ohz^}Y{rji-{?-QjXoqWI3;|_h zBOos@*;Q-pF!2a^d7+`Mx6<)C!q~h*Nl_@GtD?X`nI8YWPwW8G+Vz;Wcu<&;tKMe> z70bdzKukQne+xKp;Vo3v(?gI+NlBrgqEb{;w2?BEzwJ2(%TmeAw8rOdt27|QL_tx^ zi5OD(6(1w?c5+g#u{teiDa6WJ_zPN*na;)9$Tv+0WxBtgoR_z?w3LQ}V_|Z#DnGwx zdYYMyjg5>9Ea@-#92_LQLpUrS7>9wZ?7wb6g0{fOJ|`ej0{q3#(z3mszqz^^>Q_X> ztAN4h14lAr82Ma&A`UTnfgw}Ap@)ZutSnq=0lQ)d)JE7LI0)9*X+FvN`o{W^4Motl~g zu2gEJTmS^2wwl`h<>lr1IsC)`-^}c6;`H%;SqN2alx>UC{QM5gsK<4a7|r`tdpswX zCMvrkKW?(MUFBBoE{eou?_kUc_>JXNwZMO|Ip#iaa5a5YAw31N26(2x|5_vu`b z>+w`#F4G}2A8>tIP~kwj1Sc^0fUmw46%`Tt1I)ZHGP?B?6>|&z2D`jcWQWQX6-`w3 z4(AVt>6q-0_4E%k5PQ`>g^k)6Y4ADBS64UX@KEo_~&uy%{tSy3+00o|;-(TT?AkMMXue z4-kBA?ryBAWatOOp5Q40`TG}rsp{VM#W-Sb&#%uY#?B;v7L-%q@W|ur7rz}5;3Kc5 z6-N`0s{-H>p3^IvGI9efJR77N2kkt zd>UqT+cnVTQ)}1f)9%nvcpa;ZgoK@xRIwN-dp66m7W7u=eqT$tuMZy&!E|US#l)Y% z3PL4(ZJMv}oVL-?#4=jiuc$aX2Zy~Z&Lx-}XP3LUcwyIZ#@_Q~SBG|cXn6xaHA`k4G6Qn{(M72Z9pE{NBZt+u|Nou1w{R?NU4SA?Vo)w)B~ z+ML}<2(HYHwfzhd@656k>g@XZ_4daP=m>PQD3~>6&U)yzlq36{oxy=@XSWA*IA~Q> zHpkY%uOR4OUk}Nz@XRaT0H1Kx_TEwsga;Ej$sIJ9)%xR=ab{v#M#lD|Pq|=coJdav zH|RLP83qLgCg$P!`T6A~WBT~}`+HE3m#_v`l0j~d4dSp&wYQ_GXd>713*NAD^}Lb)f6jFKTN`kAjvhVpJRw0{&rUw!Co&>-49u|1Udx{SlAiGDp`8 zpXC&VV~~yXtlc;ais6pyeDgG8BtMVM#l6LqALQ@{{GK&rbVMM z)H7I@hEqdX+x;AA0IMlBv9=Cg&j%=?n3$NhImv>Vr)M+Je^XQh8pDYAcqJ1PG9ox! z0s;ZQ7bkObb1iIoxw>j{8fv&KyR(5Pr_kW5u617OV}=4(O7Ws7iO=fy(26Uea;c@ep6Q= zp#px7jKhP23SLJVDJiL}-@k(}?cRfAi~a#^F9SnmXJ={efw`b9s4m`V9rI9n-!GIgzhjUQyBOO|8g2*)Ixd;g6Z4U;Jdk-`V6C2DEfz zoo;2K$(WOXN%!Zi@t~{z_iJKOn9Qxv0&OKUFQ;15eJS?P@@?;7Rk~CbwiHJK`q+ZG z7muhT2LG8jdf)JJb-u(59Ke;Hhu#J*6Sp=6+L`wBg1u~1VZ=|JGHXstH)BUfEibQ; z9ua_^-dz@_hi(&rjZOJ5caLz9s?Uel4RxN#b3qD#rNR03AoP~G+b!TA(NxbNQkB-! zjGNIXARqOu&x;MAn%}Q>Z$IeFUV8M;;ei<`1RibhI3@SQ?5((1d1hzGk&0nfysy_w zwEb~S zH)+qTUS$O5PVzbW+#v0`Qe^dDJfZ5Suz5vA|CKDS;gT2iqEg- zC&vzBex8*Y!q5T6tr_L_1+`yF!uD#aF1aiKuY7wM7S;qon$+mp+KkWloUGrYj-;$w z&4t-}d%^8jdt2`5T6T5>1+3U|_d?~eB>``vs0Ec86?S-dbSJ|#V}HcvZ*O6Dh)6J8 z_kfLwP{qGz;W`QHJG znC747z!TQZ?ICrvknT=gI%#a|Ud&jyU^f#!4BYpbFW^2--_S7rXJB?#Z23G?mzU7%Ra1TC1SEf5 zKjcL?I#*ZAP%)I?Zga;j>ta=zOnvf7SfCB<>JsAOYO1fVZ*5&29xiEUzyM6kYxmxY z*g@l_ml0|H&P6Y3bt@C1qEe;6BOs2*z5du1v$3;lXg;>EJbrxQsxowJw^^J;#Gl~F zPUgwewlFszJg*^sna>M&*(bI)F-_K{g9&%mq!UF82?=?Bx&-?DHja*-o}Nky3XqG` zU~<4{7W5-0!)Wucg^49!7I5rFk1;!YtErir&b&PR8!m7Aaafp0znST75WCy!&00=Q zj@ipB$QkAC;HBkYKmHjQn;3^?8Ty>&tMZm-?%g~wg$Wa@4Zo<;9u5o+j0PV+-`jI}dpHH!FKFn9z(5cI zet5T?lM@<(`a}*u$V`)u{D^uPIIU|*IT(Nf4b&fPYpF`NTetI#M$Der&q<;HXZdYp z_8|=Z7#xgDF$d1~l9S%?y7tuiaF4xgVKmWIKhV+T_2oFv6-Cznq7E3VYc2G%PNaD; ziSUcg*!X3b{c4>8pS0!PW1-R6E7mGbS2eNiF^qx?T!@aOOMyV=IAu4J~JmI~r-%tK7f0agd z@`U^}_*6hTHXrY+(07N1kx`{8E%m%gLdCkDUoh&Jc0Cmb8``y*q*j(5!xa-V^U-bA zNk_z7SJzdiZw>>a;18*A3*n0BUqYS6A=7F~t4&P? zeU_(vQ{KZmkZvS9dAlwMmLx^Q7{C-l52e^KEisNfyHoK|ax%Ne1<%DHrkFkSSPuz< zXdB?9Bi-QN=cVK3R5oZy&dG@t8jR1;25h*UoBGQX{|^+pxAGCRLEJkR2>G?I{=_08tRxe(h0R zQ4x9%2`S0%q21CBttMy)63IXyl;zPd8d z*Y_vHjpP?xZzcw-x~usy@3^iPE- zM4b9y?)D-Xc)bzF&$M&%&;TZh-9}vREtbKd1*oY9TU))iwo2aKgGT?wVB0o1Gy)_> z_Es&sYs$-2JtdFJ&=ajjmboc-dG&!d^tj2DT43>m`P&4R4x?Hu4GbLI$G1I`rcslz z^ciH=3>Md5=I01xjW_^8qXlQ705z{fDD28UJiiPO>{ub8vAn{Z9 z^MENij@34PVDHO*odA^$dNVA+6kuS$RlqqdONPrtPmdA>b!>(hU7`M~>jtcY@YvAr zb|f2lU|?{N1S3$nvZjVu14X}0z>J!Y;o{+MJkiT3HFl9IRdUq#F@V9blk>KI`XZmc z_k{)Bej6X}tVegHX)<`Yy^<*>mnA#sh9^ZpSh%|=OdW=toE*4I`S?OF0CDg!gPk+O z9C}DomOp;9S5yEzJgTJ^I^F4^3u>wJ{Dymb9o^Igu0Pj?AEsktCy<5zV|7Y~7^;Vi zCCGY%z#X;&&I6wj3<>aN@$b?l=HTN%x`&3t)|*3QW7j*^js5fn=0vEOMh*^c1|Yy= z#&Is9b`)31ik7gZ(7+b~K@9ri|3-4ugUq%A;49@;TW)Wfw~0EwzjC(ypXCeg##0$?4n?A|!Oz4}r#vOX!1@n*PiUk&|_T%?TBD zC9Jfn3NvOwX=|jV>I6 zMQpMiTUHOfKeQ~cBIWh&S>-jl{29~zF&Mr!n%SjL;-Mn}&a8{WNF=SSTXMD8&dts~ z4^7ZmTRSo$o$50U@w7ZbUpBgsU?D?`w=`yA(NSx#Hbt!6NKSRnjyR+A|e8^&ZkU+QCwIUhy)QA(S3wMM1(Z@ z`1nXDZ7>~HBufdH76gi1va6UhzGV>+VhVfa03k)D*fp^zKScjKTQBeSWjkp9{u_9!l5o_zR{^_A%>J1lo z>;hnrPJ4KWEgQaw&UmRMR` z47Gr|zTcMxAT9(o)$}wqH(29mWzg$)Ccf~utwS^>B5v!np zNJ_eUct~mJ*X#Z5e_mbfVPYZpk|Hwm*awdVqwjZC29Ay%%=;T{Ckk$L)f@0O|D$=+ z;u&x^z9eQ$T%0D)<$NSRb~+yg450)*SXc!1@23e5?qFqQlI|;ge070#7n07#f~)LE zW+uYhyLEQf+0=Az5PIB!$LN}#lXH=WeyLH-(uUeK73xS2jH$6{2?^oB%9iNOQd^tn z5pU=LNupx8H5~GQPd9M^=pU!paIJB_HJEe4@hn?SNLKrTOsfDZuL)Ytz~u zs=K?pGk2OjZTT*3Zn6`lYg(BQA(nYV`4EVUYaNXNXLA0-mQra|;bgqyt8KB(-B|eh zf+0E1dUE^sC{&A}VSqOW1w|SgVC=!h1T7Ix$ zerAOxq~wnuDEF)hUyTW@8p8;W6`)C_CeGimL=FblN<(7ht%F*-lcdNO%<(-{n z74Y$F=zst2?dfj_<8K5t}QC6$#2vp;fj{pOk)9zHIh zwRk=wG5dOO<>e!Lo+drRILvr?b(*)YnjLbGnP^27S#A7}aL+ky6#*mPE8f`Hm7&CVG)fG8NG#3>$1h8UIvTRIOu`w~iMUpjHrZ%Rahn!`lTXPXJ zAp#*GA9(`wFdfGK}fnmz&qip6O(2@sCgO!a0>pd3ofR+HlO3=|#vPmucba^~Uifz%sX8(6nX3+<*yc>C)aFS!cRpZ5_&WI0%s`TQE|JY!T31XT=Z@ z6oiL|&&kf-nb_GOiRj10!C~op4r>&S5z)(8miW3jYx6r*J!I|gnQj%Mp?=43YLI05E% zFyKT_7nhgYTUu^j{YVNjGjVyWhji+M1Q=-OfMrWd*)JUQ^$?9V?>nL;H#aXsLt`=6 z^nwDxO?JG%VB-qthj;Yz-K3;z?W{F^0po_vjg8tpa<2)n8f{NEH#1*{iIbBP=I)QZ z<74PwhAse?yW9QY{=UBaS0FGJ7>)4LSRhZfeILXdcq9nD4j_@1bo%NSsYZD;OM*Y_ zQ{+fV`J{{uVhQ&80u$)^KYvcxaf5jVYkJf`tN}@@NlATAEwy?~*QckuK*;MM--Mr^ z-<%D16W!P?yj->bC$EO4N96YD(xO5$)nWbV6VLU6=X9#=v;rjYvD5!aNliejEy6J(ji&S&ih7 z2H@be{j>iKDK@DjU<~ZilHckWAN_L~f$nfW-X5h~uldR`EUZi(156yU>u{LZHQ?Kq znu!}CuhmDPv%%8E#VTkRcJlYF(Zh`LaA0W?vsj2?{Ur^MXysdRv`?JB1(CDpzbua?) zIA+U4?uF&$u9rWn$H&-KTOscfL_|UhX#1frF93+m zeoomUyTpH$2zo!D%2!rfr7xQ%=_1wnP>F~Fp6tR^%L32+zEXR7Zh(pW-RUJ;*cJ~( zC&{S6;NIS;Rjs3Hiat-^+yGCRm$`z9;NbpkT6Z1hI>s#q2xhOpWwk5`_ap1N0XJ36 zxo!7~5%Mi3RV)y;|xz|CFJ)~2_f z7g3SU#HsRLmD<#>u$f=yhSDlO5o*!{hEI+ptSyqb}fBwK_w6kR7~ zYzAcl*>~t-YGM-T1$3#w!NDCI9A?xjiz_lgC-d@ChK3`ye5cV0?n?56HrCfahVVUp zbG5d&WDhhO%4H>GT?!lnC^Dn98P>YLU#>Qnymq5x9vLC*3W2C`T)zlOhiaLdvomlb z0a5XsoE)Gf!U94VVPW?6d||X{5ar{%ruNt`M8vo~tKHl9q{sU07rWXdEvklwNIA;- z2Woi~S&QifCFEFG7UU8E%BLfVrlCFxe_+>eh={6z9*Vm=C!o(p0k5E-psTA3h+Z4{ zL4pOv#Uakb=Ln)lzINHm5`~<8919bc=`&Fe4-aBu9+#fNvG3diGb^qhuJ^;X8xMgZ zGwrtNm+aF7T|jiTj^tZ`uK!JbRpebp2~|A z$8tM^H(za*0NcW80d~Bmin0Bi2|4sv_wA6P&np@si;T?ZO3UoWAogV0Vh$Z5VHkEQ zhQLkWEASBD;9Nv~W4p0wSqlww?i>oUG_kb1ED}ZsKm_cD5u*khNX>3_BFPq|R#SY69*cEcYey)49D`i7Gf_b zKNt=C!Ti%^jqS-2nK~&Fte3QEpq|3d#igXDs8Ih}ccPIhLH4it83+WVNlRsno=iq# zPKyiyg8KOvevJOrtb*frr_0dRSuexIT}}_Wh#NEJPW~FMG<#7~QTf^l!RmhB+y$Ob zV%ycxu%XVlrLRHme)53bEJQ*YEMx=(Hx!6osZ5gl&CSWp&2)tzA#h_3C^5Rff7uPa z5>-eRwzYw~)FLIw4DIqV-OzjR=(NOsDu*0E-OtkHr`il0bQ!7wLA|Wnq0{AdPZ9_% zMn=LED8oPlm$bgVego#v`x$%U-bDV&YP~f~D@n@U$%$m`ehK4NBCF_+9S=)dGC?jb zr~zAGp@@S6RMGJ9{pH04@JODUn*+k=!NI|$wdE-sybF{QP`Gc(`IVkBXL-=WZXQ0#q<2u+t4N zUI$AZF`C0rzej}oUE9IJ#s>TymyZ|cw8~nsf`suy*&;R|T=V_)Syom?mIwm?uWN7r z4GaV0uA?#@wh%!zt5`S%MWO)0`$!4W6e7Z671Vt@+^IL=uvB}SB0Ucvy4KlN2%XL} zQ1G)jz_e}T=*5; zgaE9TaPyKVsx!#2hN}KhfYQWC6IU8oUCm6~T+aaG-}f9>#86{lk*j1wp-{swrgf^U zsjX!JqRR{V^1!MAr&?)>K7@f=kybrL`+y?qomJqbPE17QgDHc)F;PvJ+1`#fg!7ZS zW)L;@_3=R%O;ROP0AQ-Q`a30Ti&z8yWYw~Tgg?6sqW16*VBqx-ms17;C~Q=PECK=( z$M-J#apBbtpUUpQt z6{rf#<=|&fX2&%(HDzVt@$~R6Am3EVQ;kneg)eU>eCz-iZoN8yr7!*U5NJTKyVs>> z7#;!P;r>1*J{}nk4y^ccyIU9tHvx-?fGF;PjEfyPj7`ik{hJcM+d3Z65tLQ-&3zF42?_#Q8WPa%mKPVL`aw_O_9IXBN2=_ zG;ahfsv#gGtf;7fl~wAiP!|Wz12jYDFEbuKKG26NeclK0`YQ@^Pyn>BLBT>JaSOy?y zrz3~Yoep?<>G5!LHvybIg^|ZNOo+7ZxCJPp+=QJ!olZgAfMP0zGOfHKv-V1yRE(nmI380+h0t1AEgyd4gk4?2SG(^q& z>)T&YMA#iVBq$8nULhp1ttn*^UX}=6lko(+VCpgo3WHl(KY!vqj-u&T;6b|tS>LDz zvLjz(6Nsz>Tj=uf>FMdgUP0XT(;gfhi9zMN zx3#qe2F#o&FYYMLklGT00-i&dL0=<+MZRD=)v*M?9zxRb`1*PTooWlp3x1~2A<`3A znaIhFUw3~K$wGgjeS|$blp#Ry=3@nN{J-9m^oZ!K=aVJ1< zcXtc!8eBqfcP9k5y#1Y1uim|nUtLAlqBp(Q+H;OML|kY9DjBOy`PfLe4FT;p6nQA5 z6?M`S0ugH#?J}b*1I98oiK^wuc6Mj;^BVPt;NXHf1g9YlWteqg0Rf~%6ta=uK;_yP zloVo5D(J>YM+f(+Fov`*ca^a=TYW81AbLkgMprXE1AlngUogumV9=!4D{p zQVx*r{pXw{xmM637oNfmy+Abv->j@qoYp@PY(lGCKF~`FY9X5ph2Z zd4A_@kPW#Pz6pz0yN{30HlY@8TbeyjLM}C;ZO|Y_4~2wxG5o!BJ*gC}jY`pnee)Q8 zWSwmc0w59sPG>O_q!n-8!B2?`b}5vXO`NjfAOxVU z0*Ltf-vF5ZQkH;K{#y!Q7y@kIv_JDuPHBFFPz1Q#|3?tY|GQG!)BwPYT~|c{qUn&+ z)*_+g<$+8iAdiDX%SqeO*4)X$5=iU$-z1O!_^g&dwx8J-G-R&-dDs8EGz8K|{wE>C znDYPpJx`il6qFk@KX2Mj6ciqi+3`QC>H@2A{ZGEg|GgS-5{r^T8u|znTAF<{)Dr%O z{|ycKzu&|Mux#0&KMJIIqdHVE0_WE~U6PWs8~Di1Q2k&)5Y z*9VxOX#^IRpClwCfO$2r0T-_(pkT@gDJXi~PQGg~FP^x8vH~PbS_rrD`*gOqggh?+ zHmx9G1`=l=SDdVQ)5^P9FTX0>qVk8D^0I^zh&zLGSwGa5kA2sHiA2zYfRze(*;IXq zJN|$UqDWN2oHn8U!YUehQK46(lWiapn!B12jrylc9^)7oW)1Z^I5?p6dASBl-uGs! zSE}J_&;9);jBVGly4LCh;09hN&}C{L*F(iA#T}8u%qmBzBH+MXpSe8TZ7ZwPEdu&s zF7>O_#jw82XX>v!ESo^|AC|)$jG7i@am4%}kDN3#Ma|7X!b*UR&GGx&3mO`lx3@P? zapc4EZ!}qBBrI%f7;9)~n3%jD&lTy#o%Ou z<~Zi9);}LK*LS}M#uY{+1wwT{P=2@0Cf~s`SOJsS|vIT`0(Cye0+*H*l%#*6DiANJ+O>GfpavS^GQ`TqJzVz4b%zM z1bTo99U2+}NX`~kRyx|+8(rQww$4~T0if|=R)dNGP5fpnO zF7Yax0$G`?^wwKZ6WXl7TBDg($3Ajf5qtygmUk5=_8)i6oAkKbQj0t!%QQB z0-FL)>r8tCfC`_Vo)We!Qjeb$T`dTc;1bma_)p&!R@C6h$@U0y`n937@B@_&E33Vm zn-(oL)uA*l6yD#b*MJ?hzG{N|*+26)eCk~)_JTKQJ zz%UVa^H}Hh_%Y%(5X~x61)WSl7kKUbb)SIKp0DKhHu!_kga<#%gZDq2_c;#yw5zf+nrT|G?}qN!pFHB-A-v$x^D#_@a;lU zv)aedBT#(8Kv*O>Z&|@o^)z#{I z^`G#}`wFC*rTrAl z<5LwN2;6CsFDwMEY~SXvkCB5QSMb6~2Pely^M{l2K0H0p>Og0L1d#+m<|=#Q339KW zGHA%ig1|86^JWboB$ZOQ*u#1dDuoOwc|mP8HAIdFK~_KGdS3z3Bw6uAi@3qW&(!N* z&~bkggzP(d)rKODR2Hz$>#C~O8q5)v&17Zaz3gOU;FjqM)k5=I9XASdn6$OE(+K-h z0Q&pTkTfU3k>pk73^h8Ewyst}5fO}(wg$Cu!1`9Ty+@Wx(OI%vxEP|?!*TYK>FwY# z9v++lvW&I0HHE;}Vqh8zG-z~mbYPb4^tRlL4DW|a<5_$)10yJF zs3c`Y#Y!vGJ!nop+_{ye%6W~iysluQcIwB!<-Pjqy3k&F=cz~U?Ne|TU@!XziFKeI!@~2`@X6Z3 zvaziAGe%rj8Bd*JcT%=53aWyW%CuyL_iaY{)bR2DV33(L-t4jW>LFPYT|z`PRn2y@ zGt2miCo7kV_S|I~h@spAg=!A8H9;%x^fJ;3d2VhiY4g3HgGkNS$dzP8rJJC+Y2NEAoQzM$gQ-C#HwT4I7Ck(Y3`7gbf%?0!|1)nSvpDp9 zkWCXn{IQ4QEe0yr4iqFLDBZYk-{1|h$x8?2bZ;L2m?xMmBUt2SWo6~%VZ>6k!EucI znVrRS_PRS=1RCDu^7hqEWZfz?08}7Tjakxse8FJ+>T26aBr2ET8`bI?-|LALQ=ns5 ztg%-lH}VY~a@Bi}uIbsjcf!e>ps8h|=U%VgM@dgl&%uG=2Mg}Q`vuT$RkZGb?s0W> z73epTlX1&uP8c|yv5epqdm;ZsQQ`WWpKcBwA0Or7$#-xmi*=wsU#wpmyYp9n6&R2l z{VSO6)qACFVYy(zfR0)>== z$^a@*e)%=M{NT}F5!Y)hLPXjG3?ppEQKkXZMEQM-=bK_i-$zvB5atK_hdJ> zs51~24z@9C`!hbs)z=y6re{_+#mplm-a38TOO_cEhB#ZEW0nlv3&Pl8!nOLup*(Ve zlYi?DYx}mgxw<9>2{X%wY#c5{{a|2-JHEu>g-pkUf**nigF0Qgh=1z9Kmh0Y7vKBK zY15Laqy>S-D4(Oxil?8HB*g>1%9kG@B5{y-)eczjn8kS>gfITvyygtWDBl~s803BB zjDxB%`ET|eiB);mQ zbWT(Wg&nkPTH(u5rcY|nW35_b#*aCvWNr3zcbsG?=tD$FQ%~K&j~JxJM+>-CoocbW z{pG*$xupSOLM1@JbMpKN(Ul{xKbN2{u+Y`jH7hfdTr40vH5KTiu!)Eu-Us7&`M@zd zEMn?DeVd{NhK&%evWZdSf82aIz4>V_q|S(sayFVbretx%0tzSWOXsL9uBoYM{2uxR zIQM~9z%xKmRrSAC+g3#d{lXaTYhhs_SkFXI&0A^!B;|Hr&F^*N#(A7KO7glCu_^V) z$eH?&GAcInq^M#T5*aHw#O<1P3%?&$3tP?)dG`ZI3-a=j($psx7hxwLYyj`Z!NEB} zb^=%_;uEBV@%>%7oRodON@7o*eoi%*?dRK%yZhaM`hmL)%(wlBOyc z6|EtaP1nLgMG=GDig&;)a?mtvxPFZeD>2*stea%tx}?kaf^hO9@;5RDGW`0Z%hs^Z z$5(QCjF8TR)0EBHrFeG3cSWP9!7nMHa?X7A%`;wa_a7;ps5rq~{B}zc%DMQ1zm^bE zyjz{22@Nh7gJ&YgGQ@~gVKoo!*QLW@rk)@FvcZNQ|2k;NJK6$@vS8)-cvluOLs zZkxOg`|8)o_N-iN2#FX*CfV~2Zup@0&Q}`P3^9eh-p$UB_bG%KqoU~p|I`!egare4 zY!y`aPg-O&vb7&M)yFN{idHF{dsf5!RKR&*ub6Vg5q|H{pIEdz#)u7S>m6`pfbr6K zhe)QbW)jjoX_$te{4j5R>v-WW6mf zItH;FR*Zn%@1Edo9GRk}nBWj^-+)#{h~-}l!pjhWm5WQtrcOF_^{zLBNgA5m-eZd9 zsA+gCFeT_3He7y4zjp_(**xFIO;BBpQ_|=x245>14cMOce1`7scYS@Jtf}dl8G@K$ zU={=HCiswo($dn3iYO-A#(Yf|mp`P?;nzb7=DtGRl90L9AHm#_gM$j7Z6pY40VeJt zUbElo1z!#P^4^sYsD272MtuS?=QTYuGdcw5CxGs#gPSvNCZgTO#wPOHw_KR+Dp*1t zSk!vZYAL->*n6RqZKAX+)vI{(NjtQ#FuLc2j*DKpuITgO;nB2pwgw2b#lY>5^ESJ>BDZMV=#w=GFIIk2UrEJs?oJZfOPztcS!|%ygtp zSCX6ba{F)zh`6K+KAX61B5``02XbX3M@`Z5e+?BM^MvBmVxG(3c@2qR6@E8DfM16t zMM!?X-jPa=nVXvfG?RpA8A|_Qfh3Zi6zM$ORjNX)$!REErA3g_tMwFm+DIwM8ncFl zqPU5HgBy>l{yT*XJ=S2Uh&L3xbUY>LAZu8;chaM;M}nN$lb5t^{xCcXT4T-U-=`%6 zh2{lXgH^l47CslWdnkJZ%xhs8yEgIC$&eC%(H_%2H~^p(m7~XHLZ>THb@@m+{9;6) zDA0qI6eEuv(10+8LInjEjgAOpdxKCP1XXb1zx}Kd5I7>{%%@bBFMq!@Zd^!+ICk7f zEi=K52-Q14R#!`S|Lx#IrnnDqazE_GAoIw>SPcyvJlz>p8KKLv@(1{34`(6(4cDXy z7#1$W$G3Y|VPh)mCRV8pHAXL1v8K}{$s_`M=fl|eHRLi7R(lXkxYpsHJylvJDoQXH zbL|#*z0Wj|Oc2O50X($54p~V<87XIZ9)E4L6^u%j>lH`quXE^(-`}RTiZqE*!i;sHC2Ir^yl6M=IZDqsDOj zQ<}Irq`;BUSW{PSVNc8JHT2kiR=SR*t5Rn|zjIocUtZPUhcl20KSm{IWZ`EVN?*EV za2wVS=uk;F!9HgEMEsj{y~Pxk=Tv-|cS{AWW?OJzw^@l@FcQ=VVx<67_%IA1G1|+L z_Dl|xNJ(3e%VBkUF9eFPNg4B_(z*H%+D{$pYDYo z_I3VVbDr|+x1t$MqM@cl-|eZ6_(;(SVH@6 z8#bY3n7P6g%*+~i1fOxz zxsU~qpgt;L4n;+;=g!v4b92!eE|=tESc)?;w(T+yD2_>C_T>Jc#(7;$7~W&#ZI!^6YPO_Pv*=e-fM zjzZQA8JB60R1Lk~kOg)`SWxt7R#pmJSmQ4(7w5>14g-%rg_nm@b9A5j)odU>nvh<8 z;b4%|5fo~ah0R=<8n411NiZkbC9wV6rlvSGcOwyZL#+HIo)A%^q`zln`Tp4*rjh%$ z-sxEfJm>*QBS0{-;Wc2zZ_tZ1Z85kwM+i@G(}Sh{o-8esAs6o6>R1(BH@3i|miD2g zC#M=#@7AeUX!6hfgfV3UB=X8yG?l>QrWDP zm=T7lrD<9>Hm!q)m$bP2)dQC2P&l18Y7nu z85vtnmKYSPZyMqU1s?#6@&QSaGrn8=AyD@N^?gT&U^LNkT>Gw~JPQ0mY!p9^qvX=B z;@URk7fOCN>9ytZHaCUb)ak8O)5H{+g^+GVGxHr!Oc51O2nXTgXy;6A^1+F!eaZjCH8Qr6OFu1gFLDWs(KrmR`!9S$56r$tZ9@uHudU@|)`56lgW5@By zUD-@Vm{M7hwoi?5{T`A%LFV;fEKRdNgm8rfcK%&G+|;KG5^jWDuYPEEGK5JBn%i@hN9A9mjf<{c~ zy{Zzi6x?`E@a_ojL_`IdKZpCVprG7&URBmXbOL26C&u}!bYWml#}(DEwQVza*>g9c zuE#h`LS3m~o^lV($;pY{Z&{DU$R$^EZU zhVg6O>aWusRk1;wppW%bdX-DhJCHi*LoQBC9%n#3`h|;9d3_Sw4;Z=jiL0yG_&s9& zVPFkxXu|mnx*&7q=om)b{z=of{dYs3sIzmW_qCFh8Jc-L?ugx`4gZ3Rhb2Y5fhk3b z;?2-lohm8{Y70OOO zi|eDjtXyHN9JE4X;|`LKDc(<}d%Ozt!=S-ZmcziW|go7t-cO5sOuV*zGY=w8wy8e1vN>Gh`qvrYK z>H7{U0@OS7^x?y1CB?-S*46+dKQuA|K+;eoI#r8cP9>z+-f#6RG0_qD{-*{d`zPBh zUQpxwZmmv(MvM?{Zp?4N@u>cfPMWImKN?(aUk)PiB&-1&{kqZ~6Ma3{4#DZqN!l)i zFEAJbYn`UKDR4_g6_vTSS`jdJp-onCI{{V7H4TWc=rQiu!^B=!{=+4ofYv&+(d(9k z1GRTp4h%vP5D;*2anY?aVPj%KLPH}XBg^UTu9~zHzk(EfN*#b}3%BEj^npmblO`3q zV5-pL#Y6>>dAP6p#gx1Kfqk^x`wC4nxY6yqUsbmajhX+Q3X-U<_J==9xpS{Tzkg@& z=GM(!yQQ>rj<9%Y{Cei6Zz{g&EMX@PP| zEbz}SS!D)v?oYGKiC#5Q{8E3g2%V_`qYpKIK(Yo*g@U6yJ+F|%B#)Z8;J=`)D9?*% zA1Nap!zdy}Z@={rtR@Tb-|cXtImKT@WMj-%m`Q4o_rsuAj(o9Kpk|cZQLGQZ*kM~6FDI;sBycImKqx? zl9g+2c8;sj0?Br$k1Z?=QQ!X+^KHZT%W98c9487Z;x}>{JJ{|H!mE~fZEvf?<3>v- zL_G3^ad1%}tgTY)_M^-DJ4`()m>QBypI?pyv{7#%2%Kb%#TFo#O^fU92W8b~3EC$F z3~GwsGhz?_9{wF01{Qif5~!P;(^zT#ZZ;uQKfl}92PxO7KfwkeqKo$PynysS$mHS^GMUv=+0F#0c(hFosd+%IV zKzDV^(Q^idc?JPq%bc&sz=hATk?UonOOoov+@SPBJs-(=J5Yj=5|8LNp_gwvuCWXH z;`fT*&ElR%VfD*e;NGHlZ~^+o$Nt{Qx3|DJpnj({|Mz?bpl<`a3WbIFI&&FK_~fdd z59}KbupZ*XBrI|9a>5mz5Et|LqKq6t1hIF$)bG&GFm*x6Ks|k5xj2BsfTyn?sb|#6 zIm`$EPWxU?t^4mOxZA7l7GbFs&4Wg*(R71(0eqt4H?6c~iA$DT>BFgXM`miprJE+9 ze)t7qG4M((^P$pLQxoZ2*q13vq;6c%+nC2>T*cSN>Yv3afsP2$h3!WBNs+qG>y@yD z{E)0X@B`uNHO(x}D>FLXr_aD+!TRknsiRVnlw4x9GySACw24(eI-*kXlR_UR34+-T z>u`PKkkr3-JyI;D7*)>ZAG=r`hldSuS&tA>Et7Fgd;+^H`oR9J)_(#oU*=M&tMK|L zQEDQkrc~@mt)>&XDB7nc~Ia?{aDlQ^jtMRd7=EY@cA{vXWadUq$Na8~`!r+U}k2&!^#A?W9>U#UKruq0qtDsEUSuv|vq z(q}$uq~)G3)%cS!puT_b@Nel~NOS=i5xbT#=W$S#i+WPn@n? zZDu+)t+iH^Z=@2!;yRORj6>ETeQLiB@amWOWo)1t0giw2uV2;?<~wL|X>3OnPnx-j zw&bM2#`7k<(_5XM_6ttpnU#;oXrHce2a6)i4O;{!aohyFPDF?wZwUL zE(=^fgSVG|)Zj8GMd4xe{DYFO;$cZdYUT zk&wUxsVf|qPWvu0-z_RiS`dQuLJJEp#ISSup)_S>iN)}aUG~qM)a+DZTL z45TRZq)0=M5fz}@6J*m=cs4;1D%CR} zL(s#0E#IzbggNw;!inZW3o&yA(L%0FoNxjq)MMH8p?k&60&`8ih=6W(IC_(!HF z1J4)^(;WE+^5qkA&|a#?Cibeg`t*Cr9X|!+qOOKENK(-R;PBj&E|R7Yl*Cbnsu1F4 z^V?z}IuN5FmfGD5_Vim|lZr}OQOQVuhuphHNIAd4dM-I8u(mNQ^igJ5su>_Z(8j59 zdbsA&QQFc+R0eqLvwcVU02sast1fM z%r=fp%WIP9E*>0&lET4NjRWPVT+h3~ z(lTO^L>b@)==MFBF@beL-1-;LWJq{#f84==5;K=86EXymIH7!tWrolwD@le?O9>HX zgM2#HYcQSt=(=vhQpSGQj1<$epbv2L?ZbsGebuBYRnwa0?H6ZjCmju*PhK3{`C>QGfBFSrh z3Nv8+q$oL7JT?vWedm3wk(P?;`!!;Wv_1H_r@)QT@$v6JJf0d%3(n2!`Y0skmw=-q>iOYDxQ0$+a>#>j3fHnkm2 zqUY4N$B7fOjDW&UC>2aly^EgmU^IgU3^fiI@0rZ&h~f?6i$IR)^eubTTX?1*L}f&& z|CuVkaE~3#pw5Cth~fX*km#+-h=^z8!yc}|woP>W-Lwl4nwn0TV(2#&2xcL#tLj@0 zG&}?X0x@Dxf7XM4t1*nuCLJmd4Udm^4KS9m(h@MbAW5Ft75QAaQ~WC>r97Rp{t;8x zh^uK^lNDd;4xnHFO-)8d1~6d)h~!8}NC2m_93Y?qK4Ag<<9+qBs=4w-MLU9b7!-*e zd?R!h7`_ik=w$RE9TDO3EEG~2;MXXK1iu$%Ic00+6bODCZ6vhQAd?lHjCAMcz}-q*V6KFkb7TLJD6a$~l>I^s6d%aLP5P&ExDAn5()YlIf!KPA zcWhjZ~AHBRi_>hU}C1Ov%I9dv7@3bHZJwnc1F%9)lzffSB zhb&9_Q;O~(%8#k-_(>Ch!WjtqIu(+VKEF-A!CXo}&jg@2Z3U1oBqC_QsGM4)TDUk& zj1@;@-EX4YROrc2%b4^KaAhd^QIz9^kNLSZS5yE_O>q+khx_|LS3X!ai)ZG)zDDNZ zej7m{{E#Ni8u5kS0m6XwgcR$vU*&`;obSOe>@k8%`jpgZel!HFuX!N;f~&=BzGR-U zShvI-lQ*${L9Jx(w>;(_(^;Y5Co?OnNg;SfT*AzAnIAs1Tz{`O zNB=uyN7Ctw$=5fb)a%Hpj~RP%8zixyrQ>6OhoCtJ#$2!JQ8Fc7h>7p(t8+Vs8yeU8 z(m@ioFjL@vYPX~|%5Y%Mo#@ePZ5nVBRMCndy2_lSYGm<_Czlt3chh5s+`!YDS4A<_ zsoH@JerY55mAJb>-!2Rt=wepiJiOLcRq%MYePcC|d`+8D>9GAqQK!%|soze2C414| zL7Ejf^Bj=DDw6XZ@=S}ZM=la=AXTcZqSJBaY9qX|Vtab&A{-L!veuTA$20~JHlvNmLQK-lePowC|1!0|2s73l zX=u-TYb>AI<59auwA=g zUUajIhx#EvdLtjtr&YBJTh(?w-Syv57sbCZ6XCXtk7X;ln`zqI8tg6QxLk8^SAO{V zpE8LdZupueeRT(0-I{+EA-dPZ*&{B$Zz!<7_SF}DL%F9|ZWg)!86D^HaaU)_-h)_q zkb)z)vp=r3wPnp7KIC?}VmwcjnS$Aq0L~WS>$0$WSqq7_&cM*(US@cMtS&)~N`2Xh zXMxE+yR6SFzef?cep!3$TUpSAh4EPpe1?P>q{$b<+$*Qg+4;kIb8R!tl$`2@$Re{3 zyW6F;+4BPUcz5b3QH=V1H&=p+33jg3@WAL!d=#{qL{ixlo$aN8*twgi4(n z*4Oi+(mQ{bAQ{Mundc5njJcoQ=+wq@z{TpnNrP7kp|jt|i_FuNABry~tdi&$nts@u zw$nB2r70s+#RurtYm^=~K@2`S`npLiL;RYb($yGfY2f;XgJp0Jp&7Xcx zB?r@VGwey~e#t8|wfxOE`eF2nbj{QJitTc0|KHYTidc)g<;g$ufYaLC%+re8%8K06 z6QIeXt56Y6DIU3?#aT=8T6Mu+Z9b++$ic^$u74uR0QOT{cd;hGM+nB0F2+XV8m&Bj0O!Fh;i1IH$JUP)v-pV zuv9tF_b}b`Jz#)_r(C$$n8;#cg`~6RpN&pt#cajNmLXFFeaC3~X}ZuGXHJ(a&!YL5 zF=)^+S;;9BYlKs0r13{jay>QaRBn$VMsXNlp)NCdOj%{m`Z|^r^rLU6E?I{GxryRN zquuJg{@aS+mS_P*RpR1?6+^Mo!FoolotFF7QEBn?e%cg1!F&;7bp+wTA;e-$&YJ1S z=gYr91CHe1EuJ;8xn=ZaEn7c3o>r!~21b(+;2_={JuEwzpw`l-aUi@1E0 zdOUuXf6gdHu|IX^VCfCLk-`1gQh&cCo3%+JU%5)&CH1_p)?3@7RcA{w$HTPrK9THe z@(0peUh||Z%AxB2ggp;Wt_sn&JF^mdKOQ9E@+S~ew)ehLm=mLmLH1>TmlI%1p`0wV zjp)M_iTTy_R5|dgDY}l`>RQvW5eKoW*-_c4r<_+NK_R>9C$>e|O%pcU3QP?}xe$A@ zJacA+F8&R~C6DM$+8|@gSKat!nr?oDTV~JUelUAwS6E#kmNG>DVHEQG-LypIs05|) zN@c{j)RfMy+`X}b)#$Lo^;vwN@A;I1lT4bAb1=!`Z~UhR}F?9%W4( zZxGe$NDilt?5FeJT7I}AR6cfMcj#h-gbGB@uSz1Vl4lK5c$VCo{{Lp;lMLDYmbJY{ z)c&w{U%>dk=lNvLRIBb&erb+;{g9IMlQ{02FbqyWUDi7j59*{%gxhUTTIrlGi&AE9x&NP7#v6MNg+I7*qaOG8r_Nh zwvw?Qk+9NAzhaRpXZ83BH>BL4%?Jt;wRkbFN`@UpJNFsWAHlLNG(3qbEla}s* zC+xS75l)tEMgwb{IlHQEE@|?ty%+vI65*WC(~pMB3(tLBBhwvRDG6e5`I*7;OAZAu zPxaTZLduOge@l)l zklg2lJEye$Tce1@1A|6K8So_9xwxqxl|i>G42QNJK@V9gq$RR}li$49OZ!|cY)?H} zM*v&7r#HI3Hg*Q@N;Ut%A{|{zP37KJHlYm-r{&SoSY9Mj;P>p0O%DI)K56jvCW*~w zOs4W>anjS6aBlxpxP7qz>()HpC$|^M)~9z;MX@obb(8&DD#F8y=S0`h!>^7s3%sjq zg4uCW65k+fF$uOubH4+8^symfzf;i^q4*2}rh>_oGvFd%xhn zJt0}IoGPAcvODSzO7V*P{CFYen8egS zH@w+H5L5eE`0Xri`k5Fm=GWY2zXf+DvE5gkMugFkDAvLKdHhTPm8)w1r-&bqK&kvMu;Sf*HoEO3$ zf)VZz|0tv?t_7u8RZ8m-c+09V)Rd_c?+SfY7}V?oZ71FCfLQ*X^ko*i!xPr~ZU$6$ ze233#2UuqxapYZ3-u|Avp#+)d35T(sr5Hr+eZu|uWpRIAb4PKhxyMZ_M^U>N&QYyT zga}44b08IK8~Oc?Nu&HG`13)>!V;H*A~gaE9H{q@xmO?eEP#<23gCE3F zy39%iyG?;uvZS%br$w^zfe`YO(D8W|z9TMzCKh;^Rx=7Nt?V%EJ%+sPrrCb#5w@i@ zh&Rp_FJe|0{TjLAsqWI(J3RZhtFQVrD8Da>q{vw6=c2w$CC(F+qsWJ54g}gbZH=l` z2UR!sxyzVc83BbsLP6}wcdOatljbMb@7V$rUUPeY;Lh!rSL3cSXky~jI5-Kk?PISJ z<2b5AB8N=8vGq4uxRFyGFnkXvp_vV*AoBzHXmBE0Esh9t+x!>`8kf7_6MMcDE|88$ zsDm0k<8f^v7cJLr_i$djde zw=5t5RXCPR_p;SptvVrmHuN7O#BW+dI)(%=y1}t$=+R@h#%oGgnngygb@^N|#fWvay|e!TYYGsh1;-pFY^sy=-9TdazVlH8z$fvCdm# zQ~{#XRrh{Q&%vFOr1bAhjay>GkeuIebSplqqeMORCE8;PUbhfN-?W~WJ>KgIKn zZRE40-@@GR^x!iwSWA&~Fl*N~UL5Nrfm3O2c};HQp>&G+C@J-hqtT&w`obiNAre5Ojr z*~bpexp0{EBnT}7FW;bGd8iMmU^ZSA?W#A6rOu{{-yfSDb>U$wBR{F>cs5#sgr8t0J!j4h12 z{NT^gcC8)_B6KcWIAP`BsH?6{mZvqT^8_T}fQ1)(c-!imp28y!g!$YV<5{p)H|1|- zUN$+!Edj#6V1FI^Ai0X!Hq3Po5z%w)>`|;~^xb^($|IY8?}EJG^!gLnDsvx_ee^BE zy%L>3(-%7Ws=Wipw@^hg%w&u=ZscH70$6g7$TPsPog5B`G?G`G3g)6xPrh%*DB3hvt#fb0GopN`(+k4qF3 z^7qNl&)Fq&hdFuS_iy+dl%9|MP${XY9@)WxWbi_Xe~hY7pw>Q>gp22{ur=~c##miZK5PYC8<3goKI1-w3rXdQKHY26$DEa&1GX_ zM@Wr+4(4oZXu#4(h{)SM$J%G}Lh@SjP%}6V6%*cCUw7-=h`2*C=B=lY$A}>lxhm=} zaK5jvgiw+#Z}dMUVaZ3}T+69CGrz}&#SOw*va>LPGj4A2;M zQo)>rTFiK`4a37SOLN{K4A{J|&Jxvu2_MA7C{o|^uWxP|S>$8-OVTj;bWONI-WY?1 zn+@1vpMy}8BG#aUmnc>jsAfrvVaWRm#9eJxT3T9WODGtfc!>|b3OvGHOR`BOlM5=V zsuDm52tM-hJ--#i=l13q2?`1#BaNJ&1G+likCPluA#H%5DzXINzqhxyC)|T1CAB~( zle1gq4SIkBIwv9Ewm9$+7B!Lb0453mA2o^qD_Ne5$>(RE@<{qNL~2}*Hg7*aBUnMU z6g^xk86jaHJvz#=n;=;rV9mjhDF5~A*YJpl0^~g^KQ|NtsLfCzXg!QVx?>Dmh{dr9 zh8nDvRC5q1HY(!$XJ;;~f!1y36HQIcuI*_=uxlhCpjrTTBU0c0427WJVvjk~z)SN0 zwuS{G7TkCD_mbh~!j1SZu+X6){?}M&#lI7V`%`9V;E^-a`oZGXu*cAFk`#?Wc7RV` z&_F_$#87&6b||)Z(gDo`p=k+3fEN~w?F@H5OP!CT)la%Q8Y%7*5Fi=}W7Cgy9r!8Y zl1cgm)B4&0v)>J~6>7iW6GjXrx>Ort8VWD0EGPXol;BEEU-bzmA~BYa!WiZ@?6^y3 zd|u>N=pZA%1USL-h`({tv!n(%q@?w64-(s+RSf=&Cveah&?byftI)f$Vz7ecVq2DHt9aUUA8tJ_!0&kktFUfCBpNLsko zKSpPScyQvPr!Ba$u(0%DGpAyC<}7|?WZOH@yY9wBWqjm_;z{C(;>w7X^{^!-mUgj3 zV*JE$PPjr4q=O5C=s z2!cr?8%xM#HWZ2VeWv?(a~O^>L+Lln>E+2q#(c-(FRAYHf?scu#6&~|zMcfh|9OlJ z93Pk4Bg3FoMRk!D@bdHXOGizj0zVbD3D~dP-bfU`78i$Mx1}W>6Ea+;y={6d{k>B4IIF=spJc>$JSTbM8w=- zYwB1qU>%b*Yap}&9PPDDGRsd^`iW^ZDmK~+KWx#Rt}vXflwle=5K2qtg=t9Nc@m zyMTbj(9jS#838K@LJw)$%svJn)upKk&^3$j@ZeAv=I2w2iUNKtJ%Hwo6mFpk;7N6Q zIAjLNvR=Y@Ak5&2KqzfWB*hYqeZS*zvmL9i57`p6}iW^(_6ztIH zMgCod&IJF}KHtU((gHmAVR6$Y?*9AXd!n^ zEB2Hqa>S_Ks6y1=k#MlF?=Lq<2ni7*KJK$Pv$m;IVkQ)kElaEm2nzCj_)rlqeH#2n zh54cmPzf^|G%>G@to%P@eFaojOZPr6-5?>|2uQwkBQ2qHNOyNg!=aIGUlEZI2~j}0 zQ$o7CyFt47AHDZ}-~E3-*1KTAV(*!=XV0EFGkZTzN7O`4C*`;oN*c*AO`o_of(@=1 z25lo48LO*_N(~#l9z6yzqQO*XKK0=1waZ_tKmzU(8)m%={AM6`wpUHS-F2hy1-SmU zL?p=Q>FPSp)u3_o_VgITy|?5EtqIXxPZV?iQfHkL_!JWHm{*vI@F?^)b1grfg;4m4 zfG?E+kDi-L0UrPozatoyk+_nqT6w|r^SBh}4kAFp1HZf7AQ!9o5 zYP2@HdD&UE9}q8OfS20y(3Ki^DO|K0itU1Bzc?DA#hO*7|HjS^DIT8d$`7;xm@)EuK$se1 z^mnFsgSXoX3Y&n3+4EEh&M*D4(_Jc4?CyQIQr`i1!CQDUp$g3JuW@||Em%^k&}*5j zjM0n3joiH8ryt-2*;^&n8quEkg(w7weJNU%*IXBAE=&0eO-O3`N%0Q%@Cs z?rP!#k>rt@V;ixQI$JAk;iI2dYT^V66-|5!A&0FboQ`xQzJh&2Z|~ZAMA;OPtoeLq zP^ngZ{)}l9DTAj=V!6WH9#NFC%;trRGhu235NCx5$Pzxae#QJ2`}9JQ%A0@9b&Euv zL|zD9Q%87Q9*)hDQ9I5KNb*Q=Bb_8%l1d`p44ph>(q17BRVHd+WG6bq!RA-gV-{jz zu4nEdVYT10ODP&JR8aVWO)daO2-Yhz#&>~mN$F!)y4^}>*zf1Mn^k1Gxr7p9%{EU% z1(qDP?|P)tZZIV=b>O+}{T{y)T%3z>vLv>@l-VF+_83Y9gDU)2unwWzYEaSyZ64AP z>T!5|wyRKL`XR@ma(EIm7&Ko%KFOyt?p&+i9Xo^yCjScv3rB>7jZaK~8JDP?EiK|q zVkVT(mm(owUhc_F95zPeJVX@=a^z=@t?ex&@}+9bDFKfOF*s5~P3x0g3x6Gd4*#l% z1(Wuak#UgWs^qo@myKV)et|0o81BRJvOt2Ql9H0opPzv5Dq!hYeSLj)w!~e=o0S_&LNP=8W3%rL9qT zVkvZ)fnW0znr;R&ub3QErrEaV(?=#qZ5{&Mjpc;Mg3U2#3a9r{B54QXZS#0Ov8GL| z?HMU3IXu3(li0iQ4ZGUMy*a?WvByVgVk~}&dw~<#;cv>yYvF z)V`ak4)d{jQfV|fup|=MES^o#wU@Svzg2;>Q}ePqVpBGkvWX;$n?7)~FX@=mAr;=J zWw)Rt%<=hP9g{P!PWQf`U$`@k%m*PcYgM{uAJ=@n9ki{mgiO%S&fB7DzHhu(RxJO- z9I&Rsed?aSM6B1c8psxNw-j!A8|VQH@HahSnuNIq@vYF!e|RP~_@bV1 zb200~IhXjn=XTx^v04Dk=M}8Z+GKg+t$G^3ohqo_q;81$Rg`uT`UCh}V;$k4JQAXe zQY#ihdb}0>Ypc#Ev}RCU8=IpkOPwT!XqigM=Ub(0l)|Gj)s)M#73-}$&YhYt(t4Uq z0ohd<2UB$#SG~ppI;Aii?4_E^mc;nu(tFkOc;HhE>|RJIlt1k8C0j!wTU)x12l4Ch{F!7_WU;fq9Na49l{ zPSQl5>Je{~B*-Qs;Y2+RoloeDo)dhff=B7U*TGy;sa9S65IJeyQk&xF>5thf=<8xIvhWF z3_kk83^mNhT<6Rr%V8yVhEY?BxK?4IC$4}4`~25VjHxrM3;&dcS%Dwjp;l#yPPWw0 zQKGUJVQ)(?zTU&EwmrgMA5=(OsT!bNq&+GyM}3YePoCOCr|$bg%)_wQZzk}=OF5HQ z?ZqrN0vr?ddQV&y&Xy1ElJH3 zGOm)ac6?glr&qe2F0Pf;Y;%CtC=^eGJSH`w^IVqVd&Q@;8G?8MIKxkSngm>dXY}Fg z$7=<<>KFQxgf2kx*7d#W`Y~MH^N%Jk=G;g6kdnOlP@#UGU z@%!iKA{yL)E$8&xkvO%-nHG77`EAcp%SzMU|9TmF#efX|wyDMM(~xa+%dy!a-6vT3znL+0U(cM0M`UHZdf&d6dqhKYfICuZ37*#A+hmyOtIk~Aw z+`P2=~7Pc!f7fp%3vDjNB? z$F?ma*<#o7n7tNHT@9weGn^%1G~(o87;)pkJa*eX6a=U z3?$I)nKm97*!$s*%cC|TZ2J4*%`aZY(xR;J@bFXiRn5&0Aiv)2?JbDz2Ci!vA3h9Z z2zwr{{R|F<&sOo;9H0;f`qo{+NBIO+!!NJ*!n)M6Rw~}(-OgYhuF_p}M`(xcqHHT; zHb!=mrfcZ*Jn>3dld`oS!C(VeO6NMtU4`r@H_Y5m-WhUSOqqO5t&*8DHcWc~dl8{NOfq)}gpohgQrtlQu_cTW(+z*Wk}(vm?XIxdc#jSXo~sx1^as+HY7-5zau^jP8ZNK6bS zh+$YL+YZ9)MH6wfeOcP)jucMfZVWiqrKcaw`bUAhD_`i=8=PTwi9Oz3@i*(*0|$qK zDCxo}1_f+FhDU`y?!KHM^PXJQs!-M;vlRQ4;yP zd=P*IOeaf_91eX)>w;oJMoBra?9AY=w4|{&cRWXJHGp1YgREexQUm|oKf6|^U>rMW zd@+Pg39(d~aYCEIySD3$WSyy2A1&nz!gQ~!pz=Jhy7jo;L20=Gh&kC`oa(BgLeF#(R=GsYDCgc;;~k_X z*;4Y@j^A+(6&;BC6kJmamv#3aynqY^@cyX35Y*#&iEUQH}!SRmb` ztpSviyY5EwtA*N2wY(#4{ONWlXcuEz9tCK^j*c} z5uhM*d>3q0Tu+)VKZ|n-k62NBUuU&4UdXfEE}FoFNpsiMy|ulqV`TKq&0|mh{6kr~ zd|X)DIB^8M7#keTmC)ibPIgHX-g!9M0~?@zuV>l7|MjxDdgIV5tl117xM6@)Xz z*elp|At2P|kFKu4(&yBBZ9VPQgK4CWog%CJfLFP1mT%mYL_99|k}WD35O9yV8n@Pm z@tP<`GRFEMzLV6wa4FN^XZ>~f^#-uQF_-w-u*q+_y&XhuD2E>Pe=so7qrrDqC-Fj_ zB0(hcOT6k>+RA#-e!y;%SkdtKiu8;k;pu+Uh&V#EJ?hL-+Mys0FmskD1}|CSS>S2a zrX+`fSzq|#naZ;-TBsSjH5ltCkKQdzrNy`=Gv>`OjC}coN;lgmyK(vw z@*S5FQf3J1u0-@XH95(G`G*eJ`#I&_37dK(gcb&cWYm#%#Ol#iNzQR*KgUFe^T1Ab zWW^y8EG7rs&6yvkreX9sRW9VD_qEGR&09B`(3Bdl#QAxaYFBt#yUUpYMFg*xi_q6U zEn50xbc~yJK0l{GuJ4UqEqONSOvpn76~qrd7{$oMj>8t4Ga{wy{?J~w3>aJ!g;MTg z=MKN{V$daWHy>khk^Lavc>ubUqI9emS#j8)lFcXiN7=9@Ap&M?pY5-wY5Yg3Rsl8t(v>waX5>}DsZ zBy@m?-Y#2yXwOlAI4zW|{tMK#KA6XJV zxk&T14VZ9z;IJxubK~&Cshq5Q7(P~jw#+W%Q^on}_dMGeP^qvqWg1TsoBSEt*Ng&kFNI;hukk%?LB2uzfku()Ub)>zMQ;#spy@+V}8w|KyJDPHvyrj7ODuv!$Zq)7W{` z{zhp(w5M;D2*CByUtNx7&fdN^+oSUS+%OO{;4<53OO1y3a_^tN_zK)vC4J(IN4LS{7nd$|n}T9W z1d7v3=89WM9Jry7<1}Uw8B1JAELaoRS3EK8U1Yyy%YtTQ)xzl#jz`ck%vmb$AevAz zkCergZS`0yVOtG`i5`9cHu;yEABqC7l7%t{9AONOsTtR@`OFT4W*8Y= z&)mGNE&vS2rY4yv62)F|<6FDY*S1yTmoUMl@QU(Q>pEHRTjo!G?$YX#)smLgkPd}K zbZKORyD< z+0X^INZ>79d%M|3W%z@LCm_1y>PIWF!nH3z46vaHhgv`(=n8U%kwC$H)tinL@Px9g ztZcO_9)z8|zP!|L4ggt%h8jP|fUhFp;R2E zpIiKZ(#wmo^80Q9o>L&%0nfR|km#G2&+`IxBr1^L-woC6TMKS;B9 zTzvnFGz)wB6T(Kq#m&zy$o-Ef7bwfg|9@op|BvhmC`-)65B=R9KZr}qMa|90$Ij37 z|BE8Q2s$9t1OopRcQZ3_ceikTN)2o1fv^(`aIy0W{L?ruRDc~slKtO~3;tL7FJN0( zXfK3~h?kR>o$v3qd3iY51wcLjdF0Yg2n`-L^uLnUHf|ueE=;Zud}Ka;K6Wm!r+-)jvEH;h48{AenQ9|bN>rj7`$gPH!^ec z09C{fLfAJFQ*&~0v2*jnTz*0|!Rcva7QGM(V(x$W-yd}rUS<}cJ{Z;Te;*3$%6}f| zj~D;dAC^7{IpM#2@Q=Kk%Wvse-tu!EXOjT6ASXNT?}_}6o+x~tfBCDa2^g@%#9&MFAe^>C zBt9`8l>c{_{0G|`G!W14u=_vg-UK}V^4Wj70Tac5Cx&75K=8@_*24QYtoL79{tvJ> z&%gZkKS~-I;E9u2ZwW~L4xoP-ybuz!?Pk-986A8|gpc^sher6HfpCKH%~G%WePa18fKi&qnr7 zJpHQ+{5<@>5zhI!xY_x5{~FKV!IXgaUtVi%;bm&$2sWO{2~YaxUY+mHy}B{L#mmG0 zzZdJX%4FJt4=?eAOtNX*y^>II*p^{qnVHU!98ijME@YQ6XW(qFj|Z zSDYQO6m1etX)oB;jT4Q5hUoDJub?bkzCxt$@-HOYI*fh&x<1}{#~qO({9?@@VK~1i zqH`08+1yP725$$hVh8oTD1#@MDC4`b_L7JXz>Adtrf33GL@rq$CIVaV%fX@1@9LP4 zi6wX3)`5>~wVuY)7WXX-24bg*QpOK%eliFPSup?ZMMXiezq=cap}UyQSUXCIhlyNR zxj2B0mZXG3CAN2Xs2uJ2o)SC4%&u15jtU=!*$psW$GN7E6Sy?HtRgq}WHbt8DA`V7 zAtN+?CeH5++95cc9iT{(4&{v%R;R}!AtlX`j$^2sKLGKXqoUAfAbh=$l;LD=quJ8k zu3-`z#n~h7E|KTGgBdl83BpLcE>0k+^XxuPVw<0-X-;-_kna8d`hvjLZHLL~L9mid zFQ69@%Qj(Sf?>bf^YjZ=t$NsTqh7V6YQzAZNYC1t&t28UVgJOo(Yj}ok^S3JawfiJ zgCUSUD`n98z(!5kkkR?j>+qdUo8*>_5&Xp%@EyIzDiil`3HxB_BeV0MSdef{h;U6l z`dqp4@4sOm?6IZ8A57;@I$wB+gr=ha7xrU52Ych|u9{j}3(Y_#(Lh12zc|+F;Szf) z-|E8L9C#);x3DmPyb9(td?_mWG`#iDxn~W$>FD~%Hh;T4?r`&=!ot~Atf8zG8~H%Z zM(QAUVPOHhn*Q>I+2gum-1b{hQM5GePp|lnRedI(0w3qi#5mC~1K-aq^%z3Hv&(~- z29ApR+2DGOnXf?pP?Pt`#@HAEN5zR)CWphVXsc+$aoU8!&; ze*djCgUGqr@|I$5(Yi6beiGQlLJny-x)G_dO5-DosGPRXSIT(*;X`iqu(i95jeN;u zeq3|N4cWK;m3hbN$?@^De#Jo6AdMNHPIM5K6aYa#|%K`}BTZ+6Ae0NZV zb^-2?qdQhyYrRen6>MzdZc1}Kfkd5|efdDKlJ9xm%L42~HNdY2=dR28HZ`=1+!h0p z-^1(srRC4l{(iW>KBAi7K-7UTyU;wCE5UisUNqJ+zxu1xD<6H?a&s26X)0+A_tjm1;nrfL@U>^{ zXUYS6+G8P$T;>CjWAD$1zn!WO9<=elKNlLyx8Bar8$v)cH2L3Djc%_Y9qe6|)?n*u z6$aH0Ztfl&Ojz?Ez6VxoKYk@wo`-(xUsaYzhktJ(gZncA|yyY-P7`2X$Z>8wmxoDO%vbMUi> z+AU4^W#XrTx5B@8(_VlO*ta{CuEelJJ=-OvGw?d$)36+2_3Zq@Lcnrcn0`IBkI(SK z>eh?RDL0#F7x!>n#=Wtw45Dz;LWlgwfM&qYuOT~|X7a$-`D$U5Vv+cQz+GMk9jITp z?tJCD`O`-jwEj?@hhfopnO>rA;{v(JV9(K^l@pQs2qxZJ1ho3NYd~=9X9m$nj&}GD zDe2x6F8P4GV>OHN_?%hrCHcUnTe9yCHr#K2_`jc>wE^}FxQnlAN;5IST`ppo@k9Yd zR)c5&IQ=xNnpd9`Cu7Mx8^zpb+nWQv-iU7ZH02b>-wz9KqIH_tNiQCbWJxWtf1bbT zn6G#-KfnDWpsB1=$;p>FV!l{J{jLRnxwF|$%XugDu)W!6)@Y1v|D0Yta}u*-w91lI zcJAipX0!(X6!ai4pD?~l>J2!VmGVz+?f`;g6NyvLX{zfAA8RX#i;p=U8)*32OZN55HQ3!jZ;moX zPhkM`SKU>gw*?^TQ&lLFZ&XBuc@2Clxj9K3rQO4`7%yfGF$f@GI~fbRraBGR5Dt-0 z#+R9)5b`;{Frs)^T|VUYQN0>X1V$MLCO^+^pPj+n0YRS)d`>%U6(vL9a!26G^260? zLs^L;J2B=pkEXUZ4i?tuj+?%|7a+CA%a^h3%UNEavlHxnd>w^+=l5eUf;;8an-lgX z+xi?mwCfd`I2;tiXMo7sMe&L5xmWN9j!)Wc?A;(ANH_b=g^K7W3Mw>2K!9o;YU2TM z@o*`76Yh9={^IU5v(GTtz&V5B=kD1LnW^twSC=Nu>!ercv)t`{!_?IuDLCh$$yAh- zRnzuA5jmQgBC;Ym6Z2D^90zrDgw?1Jog|(awt3>7>6B#+f?r*DC(+m4opy{faYP5$ zkI<3v8Heqs*%?OSj5|VrRye^jvd8xQ>{ah`dYPM_m6n!f1wI-DbAs2|DzsTPE^n{g z>gScN;^7TbjGqPEdinV1GI*p@3_F?7qzHjq5OtwnCqzuLV^TIe@87;XqxJ^$ke z;x_{@5x5>dg?`pS>dB$3ny#)7NJgR1XI^i}Pc*@c^&f9!GbqyABU@7NrXNv)HD9>|6bo+!WMIqvfR`DqsdO zzbAvPgrqT7T0!OJdi;g&#er(WsA0bc-)q;+uzM!F$fLH^pD8Z6A3zq*qzr;DF-) z%h=Q=m~YyA$V%fsIcRzhP$e?4ii+t;``x9Qy%M4gr7Hc(3^h>re-mX;~YR9r?L zJ|`G8!!6iRXk`9mzB0YcMukiQ2enz#RP%L5Ca|~ZP zBz^tWx!%`il`NK{i>s4OFoaUdp2H&(>lql#PfcAi&UP$nsLaL4e%fX^9;Z6Or!#t( z_k{Ds)KaN~wA;y^qlV8r<{Q^s{4^7M3`l$dY+nndh;2^(9*@-6m)XAh0h0XlFC@Y* z56zXkqFRkx7WqLOzz~-fq{67+uiUdvN^*6bPx!0Z4OUkcY|`dyC2$P&^n9;Rx5vgb z#0`z{r?I$cV7-ZFK8^Qw)$N3Ft(P5TCQyO5u;oE-&*T|7&E(grzliIsUdJ43o>hmoGW1@qr4@OmB`_y>3ui z6Luz9!ifZM5MVvaNUhzBx0;fKJhpr{t~alCtyY8L1%&XGO(4Skm};?oJwlknnVDg?UA zq+TD4J<9iI5R!|^7dXh6d%3L`_fZ|D(C|5!!sjVv1Vi$WX!4Lpxvw@iF!_bLXK(_S zJ-ojmAJzrT=9~aCTGJtk6j1W+r*(y9=Gr(Un8aT6w%?3vL24u8$Ri?5CIWN;wj&Ev{BOw=bsnbL!W9Qq1J%CqISXDG^UK!Qm8@7{V_z7QBg!l%NE& z%omJvYihjg?ODNVS}OH0VSCag6D$) zZ}|S|b09*ajssTKlrhZ9pIk`=F&h?6Sfc2es>=068GZB81aaBc%8D@sK{6>Phjy*^ z=m^>`EzKk@^Gyo?Tev0$Cn+4}5tX$8iN+5wx&M1vMMY@6Z+u|92`O=DgO|j_`B$88 zqoZ}<;q!)3zc^zk&F|`k7iwo0JoR9;dJ8zfogplPGDb4$gG?tICp=5ZxGi|{oZ!#Y z0p(eAP=1E39YUb~5a{im+4AoF$oTmFx!Ty3JGbCz<@#({Q6Cm%OvzLH^Y7CW5q@s!LkDZF0QhsrZ}$X zQ5!Rs`?jH>m$zZ%zfQN+FJq}&d&dHYS$?}2vD3v@(SR2d=a3i|tjy+FMNZ9?Ji=9l z`&R)!y?$c%rsE~gOXJ8ohKGiVcpU-MJUpjh90OUU-sm09)rNRM44L$Yz@5TSX9}2d zZ5Lxa2oghq+nco&QAYzT-I)1#I~=N{%Epji*RkR4^ZPm#)BYV5YGSJFek^lM&iOU0 z#9(a#nBR=5m^ci=F@i~agC9lfUDp*nJ^6D|L9QG#z|3rQYm2GvacBiF74i-#ku`I$ z+4Jz@1#wJP$Iy7Ckbv~WIcB(p{R;!t+S&4gPTZ2H=tTlp9PDi@?22PbT~M`l=Sb6; z#!|W!CP#mFcL!c8fE5pXNP^g}hsVZJGBY1mI-*}oWTVCzV$XsVmh+hna0Nq!wT2dP^lc8!9&>ziDiRmB%3_h+F|v%tvsK zH5Yvxc1NOWB0rPPkU^eGYM5WQN8n^nX=`a^;U`2wnc$FxsM4W`sH)i~E-^0{PMQr8 zND*{V$6Dj4XZ){EZNOceL@H|y;`>qNm6xBWq~ir<7Zq8tRW@7O*~V5oCW14J z^H@4Dv3A$WECb}nRocYv?d-fLIVPO`c-T5-wv?E~5=iccd3y$xngPqE0)n-r$X09` z{J?-Ng%#fAIEh}w_f9JWZdgl`%xS?KdxnMBE}n{IWYp95@&2M>XPjV$kpWPJPLZ_n z46na-lvDVCks>|>`ovz~1-B?Q?fE^sYUHftq=xIG8HWdX76MYC`rk3j>-1IP+j9iQ z9FZJi(txHVb{;vw;-#Em&p?b#jl!yj+~pH2e#eC05#lIOyjXCMm&IE*Xf6Jb?WT3D3{h$Rn^Kr&|HDkoP|?CX4+tD>#7Q&Q=$ z_<&Hx$HS_uF!Ses*r4w`D}d{YMmLU@z@%!iMLP%Fw!0e@6VK(!*m`v*TF-J4eT z7R%}}GETR@QcX?SA|k9SrzJYNLuHJe7jPm`(zn5K^b2f@ja)9V`yUHp!Y7e(bIyH^N-d=)d`QU%Vb;w(KkC}KrDPiH^KUtHG-@YtV$o5+AS zTpY^U>gB&%-cFV2+MCzDLOOPUCIG`Adm)%rc(~9AvQPURugQbOT@<8GaZ$l-+P)A| z@=q|Y4M(C}7-@Ba&EYj~y?lqm_cu~fFa7-kP;TzE%{MRO7Ry0!@1+$VY%gZcV*_AL;1`2tzm*2lJo$5BSot)(8j*DT2XH{=zgc*y#ZjJd%4lXGmM1 zBLPGKC{hGzI;7doMh7?ypS6pV2E0%Vo9q;}Kne4Gm55PN@1A2t>v7`6GNvhlFgW`nRmt=OGF~l#oQQ3NSL1 zs@qTlf_YV$Qy1FD_W-5V8W*XwWJRH&YtjAiVJ0+;(Q2c`fGAqFd450pLDL3rb)T!K zuH`9M(VYewm%asH5iio98hL;HdgLj5{Em~tDYA=KjgwaLw|pkGQ69h6rn$wb@h6Rb z)8*>VzK1Y8FQt@PoM2E?IJU33ZFSyuPf~o;M5^?_J?AK+@C69(nuXo8N6CL;2fn#& z2PJ(%3+LgB^9sB-wyqp`)7`SwE*0+DeSsf?ZDT$bM}dm-o?Hf6T99mAC6LPK@+|>e2!(l=ZED?Tm8jCsbLxB6?=#mLcI(h3RqY*WO6muXb@jb|z(o z35^3E`s0CWM<)O#E$aXsHKueH3^v}Ldyp>{|_ z?BI~}rkkRkoQmi7zv}5e$u@!1uBP;U=KTJpjTTSwI>e;97axC|knqOM4vGfVdg( z-!WKyGUnlr<_NE;Qu5qRQLy;_y{EzNPYadsn3`9`jFnT%;3O%ol_7ofeU&;4w6dxh z4{s!g{^@JfMS=)v+UQ92jkP+qUA>l9MleSDg5DmFhOq<3eUIJuq>)drt|!B= znFFS#l7$*O?sZm!A9YwCC(50I&IQ)3ZEtU1U3nkU*n3R!@=2Oay|W3Mx_$koqijmR zLW?i*$z5ydEAu1Hs*vwDdcJV72rX}%_gyD0fG9tr7?5xRWMTjpwVfT?f-sPd^XtXw zDOi{{T$r1ov1tP=VI@TaG`p*-dz5da=#x4+Sh%?7ofYoVSNknj%uz0b3|F$pT_+?DF6m<#ajAql`X6XT&CF1scvXY(AVB++K`U?(q>4g? zptAoc zytt_9`)F=t$UsWRCQ5A%$N1xlmHo;UN%r&`n{b@fZRfXa6L%0cjq}5gL(!=xOsG&} z>OMQMI*eMBtNjU!BICY!>KTAcd_2ZefZ7%HX8fG2 zs0cB}0pF^XQZP;Rp>=U))!nwJXxVHpt^i0v93^>2=rQUmx4C5cQHKsU5F&af@*{5w z_V!ID9I;km}l?R#x?; z=Yi-ZU%BiO(OUt%4YxfOySEqS{s3-oT9}yT@G>R$kGwtd+SQJ#&jrXygA(51<>8-! z8c@UEw}&Nf7xkI@$8;z|N#GEwq-KX&ur(2ge_Zu(OmSJ{%zi5_fK$BJzC8E_34hB$ zZQO!P;mmPY5Y&o#3}~b!7xnd?I6eN(!P>KepDoXaiHrr?OxL6oOKpXFnbX&M;q>~f zX8y~H>5URyRx|U9^62m`Mq~SolO5w8Rm4vX`e{a4a?1IdkI&;VuoF=S7+)Z_1kM&R zv+9yj=AqP|`dDL1CK`27is$t7RyP8J_J~;F{n%^tiHQUL*FeIAaw_-`Un&Sx!$mkF z!zsh7JPgd}_JT!dMv^<7SZ@;IKIvXHB{bH7cBJcsbwhU65au%!%qppK5LjEU<>R?p%j zXJHvBC>Xzo_&{5zN$G@V9jg5~pC~czMZdOW2n0wxj?LvV9ai>j#RWtr2UvJ6Wx_fSZVO zQpb<4@ybIO0T*#{yb;pyo-*pKfk6Tno{*4$qu}7y0PK*vZQLLUc=X4ZVQo!iIdX~- zo+fp#^#%e>ZjK~Y__ZFbb+4=vrs?FeP-BG8v)B4fA8%ll|7v8FRV|x6b8t8hLz>g} zxhez9ysxSuW*#0@g@xN7yD!{Qe>%TUV^d?Je?Y)T8`2p89)~9{#Iw!wY++p;H1^Wa zw!lOXRGOA0Qhs7u=T}&CQ(+(^T%n_)&eDH-=H;AR(VANB`Z)3Y?Eo7I6eOq-$A%=H z9uv-;ZZ<9j$U}{n7>mYdz;c4&;lz(0?*Z@-=c`D-ZB1R>Oj|cdAPW|_<4Ei>uTnCd zoQ$WE>)4Zz31gy|;vQu=H5bbbw)9-Dg>KyK$O_Za?g+trIy5&vp=Ocr^1}+Ga z+7Xapfi!s2L_~!-L)8^{(4-_b4#PJbhCJ@>L#sba;RC-{3V!TMbLJewThsR8XK8Ji^AJw=uM5TG0&9z z26E{Qq(0Ho;RpTPIVu%kopYY&2kJ-y-r&THYrchWS+!kZG})dQgVbu-pT0U-X%NJ8 zbYxzJ-_W-TXPy!lV86eK>qpOQU-zqX;IlYjAjXKUy1MwW`9fi0e2j^ki}2^uyn0V? z|8_cAJiMAQl!O>_%4YnvIBFon2;-QgF{V=mmhvh;Z`=YAbGGdeA>6Y(1IW0`ouSDv zr#uMaV$^P5hhWa$;HVtNbjl5*B1V0+_g46lU9Rr)w2hw#9|3tZh%wfE$)puZ+F><_ zbi=77YsPePJjuu)-$B}v70ZgE7pIFvG>2f}!3Uw^8#q76INR6D;Z#%0mP(lxeD(a2 zIyS~UqA~dw!wVEjF6=NQDWHTXQlFzUgz4UOS}2H8%+)TrCe^{Nx*afHvf+Ei zaA}b_joB~WS~}48Rasdbs$sD{L~kBPU_wZ%;BhaTuOTaZl+a3@F26RijY@nGa<{>d z5kGT$U5SI4=XnQ#Ek4GKx01@|UO1TMl1uwV_Va_T{znlp6Mt7%f50?Y`bnWpPY$hx zW3h-R!hJTYkgVQ*dfp&SViNPO6b&xoP$a2Ok1|B7{mX_*#G>cpq7zDfJtpiemY%iV zoo#))NQ{X{Kq~eO7aT60#B#=)9Me;`u}b3n@2nG+ zLB%qE4ICPMY)n~9lL{e0Fz)W&p0e+@fAS(p%sQckr4}`@EFEB~3@@v8JhS?!H<~B~ z9b9`padKG<5C0gQ`tY=)so}-@RW#xm4&!b@kPZ2zr%$%B*5UrqH$(8q!NDYGp5B3F zd3j@a*bIstJViwGQ{!Qe2sw?&efx}l(c7;E%TB8O?dB(E!KJvQd*7?8o|qSF)JG~X z*eLWzQw6=U0xcj~KlYx(Snl%>F-RY_gsI2Fu?##+_}W#f9P}>occ5h-+J8N=?4JX?t$ai@jJwL%5WzzQ-U* zGhBPJ0pu&YSRlu2XWkw7!l+xf4iAaY!|)4yp52gJY7R-& z;WTbYvTDLd!KY8b*^RmSZ5DjT#JfvKXGCkxHE+QMSpr{6_zi#1pQ4zJh)0!|Ls4y3 zm5f`r;N^y?a+(eF1?3guW3G(FgNT zCnmtUFUY!zni`j|Fop*Bt34lCF`UxGo9y(;Aut&qgjFoi*UkyP@F|hI(+;D;vU-nws+6c%+ z<3fUhKfybFO6NyYo-m`vA&$3|5%E7Z2TJ0Vryfz;<3%@E=BSGKDIxSN-ra~n2QswR zIgLLEePb_4=<0}WZ`)^KQMqvj)Gc1XT=OLh?Wi@^oke~Sv2V@JOyuYPJk^JQ>-O=Q z`AXy3T9lL|Rz^k>`uBSODZ1#pZ!MQc%LsCClwd6!cxWAz)3Sj#y1Yi#e-JmA$vZv{ z(R|S?`EE8189BkfbGG`Cb^scaxhqM_5(dGv;I*AYp6^{ZtENQI)+q^Ks^IGSD8iOm zaHLl|%fX)N+51O>d3ita@F3w*44=-(rZ}32bDSEh#KekOS<&A?@ScM27GcYQ5)c|^ z)9gIy%>fce4+Ie=+Nm1q#rDsmS9K`>9pn*#0Qr&qUHa8I`!imBnK~MZd$i0=;{_!4 z(90DW1G}Q^qTX}Ij{{CXpj>jr=i^Ib@yRj!oqdZICV~vHeT3CLL97T2nAv*#GhCgo z*w~2yqy(7XU+KJh6a8wjpYC>yx4OlU$;}nM`=aK!NR@XEfL}JZU)5*c5l^19WjBEh>HxrC#a=GFr1Ns;Y_5E~7Uz ztVG4@R(=r|FD8VB+g$qjD;CL8L(h^(?bSLmQZQq)`}#*G#@kU^&>Q**YaYYV@f-Qw z!;{Dnlhz%_17DS2kRHy_Tt5?oYy`$=DJpi!d@bjuem*&69&oRpnE2h|+{V)QQ2;Mj zH-y>1zfqk%qHu%{;9)A44~u+8{PsI1#vShL`6Ohv+BeG$-m-duy-(UCGR^?2?Ed2| zYpev%7ey9a+Q{yL2Zw`cL&ShKPlhHl#|S*O$T#$Nm7$V9KGLI@oWaR*L8MZRvL0!X z2nl5|!G&+F$>(q`+3RD{80%x|+;;)3zCR!WBPg9KwDyR_0OlmT_QW_p^-P!@X@X1c z1TB5v(6D?1(Z;SEc4TNE%~yEh++PDFzO}zLURIGUd(f0i8bmpl09H{pOj3v&_S$OB zWfxBCw<6GPL@un@k#45hTM`#VPU06#BSXeBy zb1Z)S0=M*Q0Pn{i7Cb`qYJ#g~2@;6fLMJmQJM@j1-hg)7WtdA0dYb9V1Mw zh#Eh>R;0(s@3=_)u)lri(Jl@bQ=;?(au^J0p-Ek_0e)#z$s~2>345L!Y98aaI@fC- z&L_*t>KZo7lC~-0czNcQN--j-+(TO|TeCQvt-t1?-0aQzsAYoGEZDv|Zc)z(&L zTPxwulC>{)Yej*7Hk<+%Q-6^QD=8Kwmwiud8v=Bk9->&>oc`Rb{SGUe{dpvMj-H<5 z)Eu`J_!4W4cdX`tJApc7yRMc`1T(+Qfv-I{LH7GvN-92MqCT@4(M#PDXa5nS=wMY{ zbbbVM$Q0|tFGhWM>g@Gj*@jtZiK%%_VqaIab?ikDZj}3@RB}jO%%T* zfkOtiJMl^Liq~4k&5`+2rG7?pgff+tM^a&^bIBs-wwwi9DQ+aNGSLe~Fi^NrfO~`* zj3@+J3k%D)#Z?|%@w7AoBiv`jUX-{+--_B-TTQ|rOa5>$dL=C$YxHYMjtZuW&>^=I z6cUXTz)URnO2?hmOZvT_2_IGvdJZxOXRL86hYqs(fk)n!vMq$OESCPZ=-+e0 z+ozMHPY!=}kEUpV?}G>M4<9PNorKA~B6wosj%o7@i4R2Wm;Fv4YnGC-lDK4vE7`-M zb-#-SG|3A9k0xFKB+uw%4Ex5b8ySuw5I0Sc> zKo~3#+!>q@9D)QV5G=tRLa-3r-5tIr=bU@bec$iTVzKC2-M_BdwX3G4yY{mW>&_;9 z`HU2>+lT@~Uew3L-xc5ecBRIjeY|&wm$yWU9EW$lgSaC@LcJg9N6Zs7e`XLS-GL~7 z^bh8N6{)EbNd=&gf3_bd+M}kUCqVJT_{nz$_4ZqJE}tIbub{fI6BA9-(he8mX`U7q zPTyT6TB!kCCCn(04VX}2>1tF?Qvc9@p^w1&4Kr# zC|tXp)f!htOPWutc82(fiRmAcOA>}Oh}J`gbf+6zd}`Rgo9O5aPEDH8CHT0abj8#0 zL-y&-5EJ7kE5MwvJ8c0;qo3V0K)1yFGB#s^X%Iq=Ro9PXm~J}D_|YG#(?MA(be`p< zI(Rq<44Yc8WHH_{eXah4tP%V0Va+(F%7(^kTm&D`am(x|x?Iob&WUe=sN>OLd8u~_H=70#|jY|l>)m_JU(qOyA~r$*iBy;h>(EM6_1#`QgPK$V}zx z7BlE|u(h6aglU^X?-LtqFjxp4<0u5StGcGH(*#@@i}5a?tdvGN9`hl=n{(0(*$ev8 zRdr{&Vi3G<1UrOW+@LcYl+RY7fsenIiQIcbBdv^uop|Icg|je5uO_0zs>NxRK%=Te zM=E)CsxW3wHbGhFNqzeQje8ON!NsnJZqjt=4cacl2k4nN0veI*S@v{pUn0SlAX6eQ z!r&Sz;fOb+CaVN7U6}8r5_-Q=e3EEifQU(FK%s(3U_3t9v|pC4aDC#+MZa7tifMAr zmk73(QL*eq3HZ?_BA_X=!#RD2941v0Eo^oFY$7ykjK#Fh9HaHGhiI(A)!;kg$+;?-ngge>0JO z@IC-sNOliyqgaJYCwqOxdV9YfiYY5=iB)(Xphcx1p{Y1O2#l`6O$fUyN?|%z2ZmWf zTR(fJslgE%xt3Ia%+xWg`>(13n8uew>8O5=B#|0SObsNXlabol+gywh18}{WK~z{1 zABI=WUea>;m_jR&>p&}fYh6zCj8!enHQxi{M`I8MTds;&CX5y>lY2wkW6y`nR2z}` z235-Uhk{hkk1=a$S87i=P{+Gj(GX!FEO%j^ilR%iaH=%hy%o*DRLDq$< z)K(f&U`7Wq5aiT*lK&oH1irHkSOQyqj|VUv3`>{xJTnh}Tiw#(Ch)T|FNh_YC76L# z)YSNRcvx6jy?lIt$HeI)o4})8i^UChX!w#T!rA>pm;!xct*CCbI-~$9T1=wlBAF63 z%0-RK#EEM!FI$2RwxN!2gI8jw+$WS&si-FUhe-VsM#&{5xn_xVFiD%(X_^EAT7L1z2Rb6qc}+v ztF4&Op}n27^pMR+mX_KaR+*Kr1h`VDsJBzVOMk&*XaYOn$H4)HKv!2cIyzc|sI#E4 z@u$V-eKVz(R`21+1i&Ve6g1Nl!(=IMfVl>I2ksUA%JD%-?rL(fyy{coV#|zNE(2F> z|8m#fOk(^h3Vws*p}s4Dde9HMJI9koID|E!!E6x=huS(#M=#f{ggcNHlj0B}q+-Ke zJXgr)M(bwJA~$%;M<~K!{p6aE_v$q4%O{nS3~q)ug$ljjlfZ1>U&&BHkwM}Dz~5gt z30rZUo!O{VpX!v#Si)*LFqXX^bzL1q(rPKk*Xv@cL_@Q4us@!Kjk$)M>V)c)aE0De zTwEkAqga_NLOdnZDBi^Dfi>&I(0-?As)t1sB~`L$AQ4bzVDds4Z5bvSU^$^4S);S1 zCjlE=I>&f2g23MFo`|FeFSM~{_uHunV#34NksBn)ad+TbJ5Fbi-Wm!k58-D9^hfxf_2cmR7VF(u&;g^oUM0fsZSbvfDs zKlzxk2)SXIVQkR|!W~kXVNkk`GGm;Sr`qk@?#-;ocOB6(CZwpq4+ArK2uFPbcIy)^ zhk{@THZfitt_V~a$E!_C8zbPGV9>=z^(o=O!CE2@JBF4hKLoA9cqQ*pP z!HJ;_wefT#2PM2d8Up zhU8U!tt>!=bWfO(iS0a^*EAl#`bvbxSDzIbWbv`Gj5h8&9YLXc5Fy7!Wl}BJ%(pR$ zf7?}8TZ?W(Z_tlq5I%~JB$U;jyfJ>jN2t(qNGkhGWil3eKJ{Cu8-4zU-n7!238UCY zIk3>SnYSOVQk8m9XOrVt8LJ{*71B-ldCX0+jm=<~1`4;0w6+woFxO3SC6RR3MoG_1 zp-u5uX2s-e0a+1U1|hZponR`l$Ja)ymb0m7bh;zlF0v(~rM0!GCy^2$`-CqT;{>;x zY5JUYAF)gBJlvyCYcFJJJ=4gvVB+=rhru*CNE!2jry(+Zrw_>rceIrXF3_uAmSxz~ z$5tq1LPm7)aaR0}bqwev->WOLqCl!kWVx1w3}>#YIK5L`Y-6T>n`k4I#A7e&xlMFh zoyN&4bWYjxFOlwi8f2&W)8`C!J!!2+iK5`<-wG+o<(taUJb z4m)E%E2>eFk#1_qEpyc;w+edSIo<5!khYJr=~0lP=`Z{HCG>38^fMB6DtRblNCPfP zYt^SWvxW4lT2yfy+-ewUH&>^>p6Xn8!#*d84=V=@D(WF!56;eRnRD`we)nDHg3S1r zP&XZ&KfNKmnPH%p9b3VUg+9W`*U$oUokNL>Y^~+l5T9YQ;TrR#cwl%lCTW|EqTVy< zdb4FStRm9V#Fxm6GRE_tlzV2GZ4bOgoNdxR`Ah)~r^I%}%C3*89%Ad}7Kp+xGtBz! z_1;68oyl)(wc1GLADla{XWL$|vI}(f;}ZBvslMu|hWl2r+bU|1%fRx$4J6J5w{PJk z)b_4rHR~qdXRH6R_!NZqp-K)ZL>Q78ry5QkoU1QeCzqJ=k&$g0H*MEfDtoAn0-Rx5 zyy|vhqQD7rqYR~Sy3Bw~?>EOUU@jonyB4sHAAiD?cQ(mf`&ij_?1E*oaS_!qKlRkN zvoBsnm!lNBHoRUOn~kX6Jd9lko<_}SNg+*5NlKd=iuKhs;@8NnT-Rgr%Z^l1(~{z( zzW`tMJvFtLc2v4KWHLV%G_QjpCu(i+vAzM9_74LB)iM^xFP%3Y7b@$XzOt^H!WKQ1 zSF9(i_1wS-g-H!C?kYK(EBqeL+lo3ZclT5<^cgOX&v(LS( zZKI(%TEs`JrHAfLtBG(#EM=*M(~z*jm&JsG?JBF(lXYrnnAfv2-es`e%7SH>w~HOE z_885cI%?U<85(&w%xev6^D#XY&B43uT*6NcwEy9`6Inf|+&(h;Rzv61N$>CjPkFJ> zO0)TqZjQC;(s6S8Ns443SPJ4XhN#UJR+KLvPqZsg5x%P(e*ZBuVT^m?TS!tDlaUFT zKnZiRfFumge0Fi`we- zx@Y8XJ?=W-WAv*{(NJ|#%R^MkU)CiV>wlX!?Q^MGxtvz!Z8%|V0N-W(URh#}lLS|}AWlJlD^hvQp#C1F;TK5tqsF^~u@jR7 zp?zi)0muG*_A4%ClIS1iHnnTLelk@-Eo~xgx7WQG?!t`s3-7m|gmm*%er|O)Uizyx zY(QSLoO*a^!kY+;bTJJkr@#gGq58qBF57v%c}*%`5jAhx`v?XVso@ti-Zuw69!{Pf zi>PY&S1xsQxh z0ZLv@Mqk5C^azdfx!3}})H8UJF>9M|{!!~=vgxKo){(LW*1_aqiYI{ddEXdZggbr{VtAAz3gYnXEpsXLYk@iu$3;iLNLu-z@2L`qGKF;;V_4ZjOc_ z=371&^$xC=C5jx9yVHr&y2H1V+vc(wrd`h3Zv8Fy{hEH@ahghr5dlda~Rndq-NAe|LeKs0D!s6$CTxIB0N9!c<_lxiiN>e3=@K`V33qH)F@ z&x>)MsqFd7)ka#g=(`IOyz4=y(c(F&wUdtpW^vivA@Pb zJ(ljL4#`r!8QGY6ZW=fKX(+pO>zJZ(;FpKXL{cyo2a8W`n?Z-;U^?Dgk-S4sEKU5W z?9EA|%}L`l%h91%&iLGmZ2d+ME+dG$2)pG3-fDK5>?rfAAGmW>X>G<|Ge#knRnda= zw7GY*;NGfKm8J}lB~95*sTW>i5$i&F5Kh!*zHAdMcDhc&&`D)B2t32OMued7P4lMNI&^29*fKi)<5jSi{d-d zF~sczSrWB{ul11H^c8m*Jb^U13h5a0ZXd19Y48_*@9@IxG_9;U3l$nKib%fiC**x) zclO=IvusmZ^HQ1L6hj(QHUi@ge(Dg|PSTO3-Kf*t;g%?dZ|C<}L66AHItpFjxOb!< zB0>wQeqk*+_(F2vs=3XhF2G7BED_z4s4}R;hi1XcUXZQsk*n_0p0HBO;2|dc1#K-5 zI}F?hyCSIchP{rIjoVvt4RJ*nviU|&DI-}ZboNYZ#>1|P1GzY%ug!DDy_gyHp1f9_ z?kq#w{n99KTZ_-hWRolQSFhXHXPq%}mxrq$XsaSg&JayG3ihxkf714Ms0vWY8|Hpo3 z=WR)mLYCBNwXk5?v=Bp7;b8yK2m#fi@$keY248ar8WA;2XQ3qBC|?X(=5khj3^A!| zNofBMPpCQWY?FSoA7^a76B!~dmh%1puj%#Wcj#u)F54t56gfhrGn)~+T1CGkN4D=O z05^MGj6wBwJbXdEkbIr0hqDmb-G`KihqEBl8=5FTPDVYzlZZ-<1FKJ$QpOSAp7J4( zs~JW%Q`1%)^Ov05Ug7@bdjB`gw8w-LXew87MShCn2`vKnBtIyC722xN9BlatOq?-3 z8{6HBRLzHDEM+m5^g}6$I|wAXFO~u|@2~N)C4DiXSk-{XHkbc@0mXhnDjv?H~3$`mi&>&h0F%6e8Zl&j%5v8KH|h>y}Lq1m8N zWMdno*787fOB5(#}MvJx*9@`m$u6TCk6h8VSz+ zA(n5G#p723Rm#nuh_7ogH0c!g*IMxvnlWavzE@+=5@3E!Q>nF8-#B>PQ$G8!#z*TZ`(ZR0 zNf|L&gqAF`6PPl`glphX=F6p+p%{q0cmo3^WkB^g<-1akVCrL0F zcjL$}g@tb3K0e!X6(a7>p>C@g)zT2M{VjkWO6vvH4=q9B%eF2P=B+XhzPXMurXp9lv$N-?~xp9I(*?_&t0 zpgEFlF^R32`azKeFd>T%0rsg3=IoM(*s%ETwI%4xwCH1osUvH3yv5_~If)B$kiA7x zw$b-=3Mgt^Y%DwBl)=Aj4S#FmVg=#_XTef_5Y0(>@qHpr_Dhyb8l{;cXI{CIY86gz zXx)QI)8G%^qI4J|4D#!K22=?3XQdV)xd+lbiL#)=?51)p3*x9v?$|3)GouFMu42Wl&u*X%CZq%yO^1x8e}6v^XJlq( zYg<}aSO_p~mnUA+mZpz*1GykD_Dh*uvA4HVFGA+lfc<}@#*6Xb zz?1!+-m$&v$7YcQ->=5t_Q&0w=!*t=ai0u-@a;{Wx=B?>@1bbVPj*@CM_-2hW+Og(!6|c^^LE5SF6&M#0 zD~J?aUmfVTMY=Cs@6sf)_(RP5VH4tQA8~p;fNi*H<_|Rh=lHAHZS7loe8A%En24|vSz@4m^8HIdoRmOWgtd@kCD zR371A_+?$rfV(;2D9(V)3G;ESS^G2``$Oy#GO zm)FHyR+DQ-GSpZFzq8TTHy5o(?V&B6P6t59+S}yLWdMUBT9W$B}~7yJyAd`Oon@pK9C02j~FBTemI$4{kM-?2&poF1OQTfbdL1)g5_S`{YEi> zx(33`kM~YDhHCIbWTygWVT6a>F|-I8Yg)r`I`C@%30zz_f1bm8_ z%k76Ap-e{@=#L0>w6iW;8T;fHP_hyizz$Y(bR=llgX4|W`hyEXZ`%&nm2SU1YGMqJ zbWX8{bM5!P5r${MDp3BFU_Jls@%*bCPBT7jrc{pUPM^HsVCY#&U=w?s2b4D!1<5K5 zHJm%L;T{l-c%W}LTkwGI;JdPb$08TR#$o0G-4tqOtFNmY+*RWjN(gglMgh&zVkO!# zL^ec;8Kl^WTO%#kiRHTT+r>HUTJ!**`+a!v0ZzX&RQ1m3Zgd0+e84dlbh0cE_F~fs zs^wvRDcX!I@N|ecG>9w+)f_&u*v%V$?#m<{?hau|3MZ! z!S{fI{!n`QcMLs$GPD(IlMf0=ix^tq`F{|v0OYA28elJRaPj=#aQcIsJ#8#wg3c%H z4t`Z`fegOa+^Sam2Npm=I~r82&SumMWv#BJmMac6DSMS> z1tg|`hle-0bXZ7LM>qwT$_hFLg9-J#hx_|RhK8X5OsOEokUht!0RqxMO=WrU$&7}V zEI`MAfioy>BjE$T>0-qhdj1mnLs0tm;y;eO470Pp2uXk`FsLS z{aTKqOT=S{#bd~*lj+1y9J3VLqaFY5JDjF%BMolGJ4_wAEXLeky_!7MaFG!UhivJ( zk65a?FW8S%X0K2b?*Vd(2!Z%9(ZhGK}`| zmDr(%g%>?C_AXWAh^6UV54w~0JF0;x@M^x(@6xTBUma)TEaV)mjl|548IFAPiE~L8 zZaop!a9YZBhOGrv1FKWe(-1fHYxxXfnYsXbLmTP=os*rQ5#luI9MzI3`-XWl4%g@l z^Gk}~UoF#b`E+Si1GC<=SYnHMk~Z`L^P_d$t1_K%seGfa={%Zdfs0O4?$>`p$(11sX zZJb^kKJadpD*)a=mi3+W;!sr00sA%0$Vw|)?kgJDOxhT(59}0p-#d8w z`DF-)er;~<=THGYnJzEAt9F}8C_xFpi`@(rAcWk$fyi(zGwAheVEh6%-$3#-uQu%f zf(vom;CPtT%~53* zUOxn;TZ9h&{HYgi?*7sylG@mz?eph+tuhrl?56kDNTEPz`(Jf@Hjt8WIvOkp$lmh~ zKbm@j0$g`oSyfd9K;r<$d87$bRAR@g^cUiOr6b zQP}-F@IIm_1ak7xyatR>r7x+juFh+UKMZ76I6ih&l>z`dK-^lFX?%}T+pZKHn1q~s zhK6mZwqaKW2>D(q>7{(%?CRs3M4vU%?ti6rjJr4uHPQp*PMSlccF93a#mWCO& zAIOV*UZ}cRdw6iKGeSNG z(b)|J7}y^S^y^pAlclN)d9WEWIyJv-F|fQhGXO&IWvud0glB=&6&;49HNf&QBR!o0 zkLU%94v9cHDJdzC+h^l= z(y@_Do}9Q9X(3?)vDW0kpiUgtcJ;V{ZqcjIt(XQPSb^mqu%HHq933XocbQ=j6#)Tw zwmfeDa0?J@R!kZW0}P~ZD;)P9mwn*iY78ntxg0D(o)+D$Z6#=2 zC)X}Q?8Pn7Y(s7?nX{)7d}$p=SMYlcx5M9Gm06tGz@W?fo3n8g3Dfb#MO7{y#bw0! z*jUMn;L8Np?UyXxzy}MkNDMOS&NrVA1Tu!CD#;cj8g8ATH$%5@|Dh6daVDEbQV?s}|krVxcKK@JUANKLH)Sp^ua)HQkdH;HO3(L*69f*@A>f3D@=28=@S=UPr4Hi7@epJMU;7cvyG09=Xp zH#(Ju*Lh?|*?pA)keSJMuh3VYvZh$1}T_mlI$YQ}6(oS;)i~ zv^nHa1cU-f<^_>r^Zg4D`r5_I`5B8FDhy&J{QG)tL4oHh1%VC(`Vt__a{j@L{-t2W z2O`Gg`xhnD<_}g^U*uoc^FF&01uq95Aj8ea&&KggrG;SdgCw!|{zVA2clpByWfBG8 zr2pI+un+(i{j2WJ2K?haW`ErpUf{X%|MEjmJ5R@FV)HqmK>W7?7e9cB2CDs6?YRJp z@IO1?-x9L|AWlrae|e#!)ia{BQw+oksSyUjVhalVZN9&#zW-sqcERVy|I6_JN;YtL ztTxrgUGP{<#is8cCVl9ARr0Y;U58@`vI~rKldLW`cG5x ziGV1m|K)w|R<4fb&l=C)4gLoT%nex1kb>Y(yZ*N8U$o@^YgT5gfBB=Ghq1nmKsbxVb2JfZ0LtFRvOG1yK?3|H~x-+%X_vk#+<>3(0_0>)z&-gXxCOY`fbnGxu@MK+5b^)ZNdc8-1xqVO&u5aZvCOj!fEMNg zCOJNSV0-~sb_y;5fT{kcQJjARm}wy55+E`v{(pI^xre8p>wlV<=g-7R{EymSjpOF# zdY*Our*RGtEJ+Xz6aT;b*3Q}5%H7n(!rtn&=YIm2dH&3zgnw)P-B50TmJPtv|8A%Q zWLFYI$ISn4S9WpswsQA0wS2DSe@SvdOr${+R6N`i928pYDnMHRj5qJ|!T<3X0ImE% z8bl4^;ezx?gJ^Mic>enop665WiMbdl*fjt?vGcPM*B@CKD-TaY3PC;yrwoYjpL?lU z`Tjrd#rsEyg!}&`#K|Z4N9q5s7Q8%=B~K7Fmp4I9wZOX=~ss(TSJbwEd z`7ko%kZNb14mZzhiRbw0OBsAXoZ$$8{FL4td%FYXYr8pvDKWj-xzE--O!7ZjJ=0*t zd%|3pd{u;n%AjLIOdNhm{q7Odi$z6jK|EYO~2jp%m)@+V`7t@j^NFMnfHvO~z_a$z&v)G3BNjcHLpT1x5n zclGEpqFJWKwnCD!KHx8~>1m@^v8fU+TIR{A!OF7x-h8{ ziq>{pk4h)YT~=B_w{a4zYv|3xqzfvKITY-oovCW9O!+Yl&-|g569`_D3VDlj5T#;^ zST^nfr>((C6r|hDp}}3o@uq;PD|?@Vba14KWW>5fpAhY@VkBoX9t$aoc+0bC!CjVfk-iD`dYu zVF*e?L1h={^DyA2Oe3-q5E8{+b#fm17cWjsAMRsyBKm`u9|#!t6Qep2Z8fnIK-y}$ zomly=cc~Kjv)-#A%A|aycpxMG08-^bt1vA-jNGR_JT^r}`G48iOiMJ%^ zafzb#LCu3FEZ8&s$ooq7-k{HNegItewJF%{|u% zgo9L}D&c}_RVv8vCQ`vuv3Q3AgCixdb(0>0*!G6AgTzP5~8SRN60TUx%R zdHyRtXl+*T(&^TP4wfia>tw<(RSN zdxm|Z$>+%X7_!mfHLt0TyBUz>VFU@}R%B<%`!seX=9J$VW#>R~%Z`nUgZw^}=rwW- z5hhtMMRKHz8Vufzqb!?j&(H0?4hsF1!-zq|HKEbTY7o1`Da&v^B;1$Ken3}j6_nP8=jPFKi&~~6qL2nlP_J*QE-jUdP@mQ z(71h(f1yEuC)j5zDGYZ>iacRzwrp!2DA8+)>a7dv!`RMHLuNJ424V_&zw;QRP+vMm z09H-7;)rpJkrTAt673u>fc1>vv|W^1umE>T2uTat-eEEJ{WeSq^=9)Fd&kH6om!gA z6-Er%$pHC6B@547rtkr|z$5=4y88vP6YdHE$@pl|nfwBT7<`Reg=aMJvED;gSf3(1 zAFpy2tm^1iY&S3{QZi1IidivUoJtl|7prIGX&o;AMJh|LO9aoLmP-MDzTKW?>?;_K zhcg51y%0gHcUaAow6NiWeoQbAOu@t`re7zD6H#!=m3fR3yMb*-s-jc=fqpUlyGDbZ z6_kUv$v9-E4lG{THz;W%#|n_p3EM3*xVG`jic3>LIa)s3hK6oB6xQQAi=~vo&cm|NmuaqIzNURNZ~dtQkq=0M5w9jjvosv)cX~gC zMDhW7bjG=DWi0CZmEX}R;2K2Vr#|p1Xb1H+bAM)2$-Mf?MQ9O4T8c)OB0L_P#_}xbx9|tX{#8 z65%A62jf(EnE)}zHW&~3#cPT3_sh~z!+6~EZ0_5W8P%WRR1sMiF5!?-QCW+TKsw(g zI%tM7VG@zF_n48+Nd&_=j#gKxIZUVyURP`^bTe_Rm^sF#>jn0?5qouR5aY~FNi`Ck zNyYT8@X>)WRW)eX^qaM?z-+}-Q})4yoLsdiGt!BP>dhY`&wbxc<3!32?8p0j!>xhi zQLr9UX{W90P>LFUWYYejVv-J4wit`WSw`5S*(Li)YTmxg&S6#Wi@F|OE9I#P&@qC>{Tvt)9 zDqp+Z{aL~qiM%tw{9zM&_5$AxgovpL{O8&#hjPWY;j(~_Ahhfy#yf(B=lS6 zGOJL8;YH$|7_}50af4M+7~T?Uw8Yrp&EoIAbJJ_qU_1ASnO6`A@?6<%QZOA)hJowo z?s4DYo9aiYHLDje_!iThQI{ZLFkkJ8$x!c{PSmmXQ4GVp{w-yRk}@6}DIq%)hnei1 zd-`0>FJ#nr(FrCNL6wY^hDxUCuBh|jlY?O%75?lbuz`J?I9g!tFEBMSNHeEqBuf*; zoB{$LR127^TwaPv{0_m3CO;-2e#>sq88oSvx~C^+QeTcMkRtdAIMUR%+Zycu_!*)h zQSupIKtWPCf=aQ=4O6Gt*FrU4yQTwAp-TvcgbCk}1uh}vr*Vdr>rHr?dq&SZ!Wm_e z*G$!b3Db&{o*j5GRT-#H-J8!NV^q2eptdr1qRynC+_LYx+BVgYljZjl^9=L-F(j z>JNYNDw*%S6{qclcEdOb@FMjFiabYR&KE`vr?fwml z+>Fc32>a8)9%L!t$~5cJl-^i>?>0*ueAidtyha*JG|~Zn>U+vn>|(+4Id>SSq#^RK8~xR4!q?_?>da=+Ko+v}&FtYJq9gGBP#v6eRp4+-Yk8_3 zp^~Ald|bT2V!a+`Ey@~BC>oKm$x&j%sa?%c5>DvFadtHy7sGdaYcpj27M-egeMe%aLh}re3zVN0Ow}m|qzAjx74Ws@RH~8+>N{er{}|y!ak@ zm9uo~lx+Ghn&3Ju$>d~At4K~sC!k83!0yX*W2(#u0>o2-#)4ryz6(-*VJ2iI#_7Hf zuHk(FN)XH^nk4-v0sbUQ4mG^Cq}KYiSK&hi;t`g#1;OmEjt3t_HeLPBw-P>C4sQn5 z!c}L#B^>hlQ}2m=4#VTYLyI8!L^kew9H9L@-O8Vrr`734typHhc6lhIae*_(7&kql zjywjvT#iYA=4^U=lFDgAzGw|>c1jFLUn3uN6G$+(gn9qEHe3Roj+|~GMZYC3oE>7x z`Obm^SGzX-?j$-^v5I}N-6$#b4XTGd*%0y<#kc3%fA`wwa_`zqKP~BavJW-~h~H6v z?QRb&&4L-A^a-1+rni!Q)@9M>FJi{herz4AdE;}sx46@=D`rajqiX@L z#IO(rNV!H99yx=K;6FUG=eDazQ;i$d!l@JLz?(O5Z#!GH)eCgafbGWVk71cC@%V!` z&i8-X^Zk=$PG(;4%*=$bjh;L^p5Q2sXn>90A`90M#O4nCismlAy)Jd=tkURr{6;I6 zN$!D7;wMX-WYvRR3#KE;jNus7tA0Q>fEjYtMNM=4C8gr-+MU zDF5*z;sbbXS{J)oykU)#oZTfzBzoN!h03r;$nZw^ZsRDM4JeAVq_Ug!abT@?H{_8z+%Od zmprm%xwQ3tqp?J=XGI{~4Gk(zkq8_jLIf!gN8b=aCZj~^Q)=k8XA1Z>~-8&w9`HjA|~4IV!3+ZBYA(mPOEBfI3uJW-Voa3VZHZ)4(^ls z@`gy^%gefBr8n~RA^M+@eNNEBAP)p&T)qohZ^PPIb+t%S!|HH{NDiA{>9R!Qc1N2c zn!f+euMksyi&MvZi=-y58F{vDie#giG(X4ZiY=UA?O(YyD_?xJAF^ z_s#uFRn9_=QX0eOFWx76^UR66%V<7g5~g&4H`u8H=+$Yyc(k;On5>!>7wK5!vPh@(_(S0uk>_WRa`@o<`L0u= z%-8Q#rv{V8BtBhZ3`NN2z-wzyx}$z>aS+|WibDU4+W~&GJJE`x*c(6dXFjFLS*a`!KS8W<+NPr<=MkyEjXV zq-Q3RNjs7m021FLW|K_GEr6TY>9D)QTdYbu4pgImp3#p}xtaFE`S}3b5qRM}P;JU& zni-bP2!6>r_pGVxfykMI;4KQn`IJMqaqW3+X0P_eVkO^*CZ)8sj32SW0f)tNDOJv#F&?!Ow}Hnc(4ZuN$`4K0f-MC9cV@2j+m zuB=+RI@iksH6|aK3LhNY3UCPi(|bQZ(G3vH;XGL}GAB+hJ5`*m`$&q9N#M)GLzRnxN^cQA z%u@&1#~&G|3tly?|E`*-(p#+g8f)Rt93K66xUj%G%RA3I$Gb4?wF*GiHyGj*!oK0O ztFCo~VV7e+QJg>bcEI+x`|>|UH>uZsT{HK$b-n>CE&r6b$h^6X>G6yi?9CT z?^>I>2rU!bF~6x(EojLutBE!>H$B^46WXXCi&1M|Es zS{p5mlZpf7@CW-=68(j5V(KcRDZp7x)r6N5-bT*ocOq{Ev|aE!ez#j+pQsG(9>9m> zFLa&O53RlNpWR{{$Ovh@hVyxa^RkD%dC09xbpPx+pm>!nu;=YaO?>TI6mXLH4OnHs z_&(__)12I@kM^o&Z0$576R7JI?YF=Y(OceJ*pO|OxlqrkP@&PAN##&t!VP{bqk(Ndi=Wm6TW)T zI|2U4HST3fHI-FtS78LmMuSN^tWSz?d7@bJawDka+GYqMmD)x6#I>d+0p23udP1Ch z1-(G(Qc)Lb4`;dfVAh6J^WyNDo|b&aJn$N<*zh~a?FGkPAQ3C$l4j-j$4hwpi>2jS z9455GYkeN_-IWu5&G!d<>Bgwn=N*k+t=6r0tzQ^R$Yv&_Gp#poFZJ;9lrKZjW2~3mP5ORhDu47l=lv%3Va+X{NnNz0 z7yBL4h3V#3>+8?igSstm!GtP7sc z(^s9u91r?<0KCd+6!A7^Q>i@yjA z5Lq8%Mx4bn5wbkSFBPVqrrZGu_N>F*CPz*b1Yby5#)<^x=4{lv9@x9G@(usIwdLc6 zKny`lAWj}gu_uTDvS$c-0pjC)ex6MO!@T<_{ow7Q zy38RLEDqFug%AoZGs#J|eyQ4AINB&j#Ic}{!q z=t)<#%JxlbdRkvMe3`GuZi2>KJ&Km6mI6GlS(;owyc%svm}Oi1Ska^v2R2OcK1c&C zOdHxG?GLin0VG-ICH!N@>-K9y)oZf1nQK=!Ke=uSvxGxBQr`q6q#bM;SxzA*#)Vf? zB-^a*y0H23c~jWS5o09A8n?8pPxJ<>TW86A{LD!Juv>ARnA+L5ckC%`Vt#|(NP2=b z#_%LHg7KVxYfkA&YE0`ngMVw!q)BSLa=ofo618PLk`TZcFAIUF=LbV=!IE7-ZDpH< z!(>N?ic|(C^itTb>l0LjycOlp8|teRLcbF}c6$N)Nf9n2)NU`B(ajOnq{}8S)tRyr z3m5MNv|RZ%p#@DIGH6gYfE0`F>las)j9AggsA{tY4YOEeRghOX893Vko*aD?ZNCCx z3w}x$9g4(42th_-2!uDm8#wJe0YiY>8$~H0rQ(VjCLvL+P#5MJjkNm{N`jUM`oJPQ zjW4vA;uw z1EZmJR(>ZBo922+C!vSg1#p8QValh->w^vZC6bcl2c2gRbULTA#zY0yX1=MHv5uh) zs+JRDfcgqmAPMdl20w5>AJGvo^K*q;G*eTsEbtf3h=Tndm&6NU4>B@|l-HqqXW=fa6bs(sxxVRf1#!W=2dE$cJ?HVY<@AS8 zDSjcold!X>3$RK-!*KBAHcH5wjk;&Z#Aa8Gw2GS| zeTnInXz`B}B0?;O1E@J&f7HjsMaD>75p>Q=F(xB-aziowte=NBTqpPy_caVymXo&= zx-oj*Sj^dlWi+3R4ZXRZz){hWj6J>^R zZmrl#>o5Gq8fZk=$*LjeQ*tUuT?xMZtP+wA01MJ@YX z5pGG3rw5+5GC4qVL#!c2mp1S^S%kUEw+D=OGCjfbesIRi5rXI)o{J~y%UFCOz84=5 z4Bm>)Y~V#p|hf_KSfvL-{z!hJ)QxOIsRM1l!lz%nYM zF$6yWlLaAAt)RFb<(B1gQDmDMncL&dUSfy-!0Jpg96^eD1SQNWg^?{v;XxFfv}ha{ zL_O?i%5xDFVEl%51ZG*(3G5^{j)1$21zPwC>WOF zMH7$|gj$@d5>HwjSxp#AqA~5kQbVE#3r))*2^AiHCJ8l$#MAtaNvM1>ZnVxg>Anb7 zp>kM%m}uS=#lM7vX1&gc&IO$m^DS_n#gJsK8K1iJ8{~}Y_%fZFysTXctnqY(Rj6fP zV#{&n0t%D`7!Cy96fcK0Mdi~Vt)!G`I|G2SdBhD530I`6aS+y-kI!%N)?LoH$)P8mg3LDs{SqtD1 zhU-qN4iilfM<KNLngU z^+8vOZ%FUNXZA@9ZY>nmzo+M$WT?(>&{=d=(!nyP=c{C}CW_!VP!JQ@@-X=H1HNI1 zno~N5a70q%EJ@%ndS_v={8ZK0&4P7}dV}#LIamiN{y}jMB@9M;Q$xVWP7TsUG3pmq zg6R@Il;(svu0dKRT85yC$=U`0*CS&VWR{~ab2(~8e;}<2#P9~yN@zt3JFLR@{$|T9 zo!l4(FIb@DjSJ&yx^ip^WuERxpm5|sk)s_^f@zb;iQjCGfmJis1cP79k`vkD23 zAM+yC59!TxqSL}^jp2yOvjRziJAo6fyq1T^qH9u#$d+Qh^?(2;Be(^)GFGP1_n4f8 zmZ3$#wFh1%$18oyphNtF9ajB~HqW2;$YO~`bPQ2LAHFOVuNO(X zjkd%9K*ZIRAmcAd*@n_q-<~1NxV-A2)a(EmD`P@5`K?k3&gc4 za@TsxX^#$!qMbG1*u-f$K&Z#|HsSrBK9@leTsPJYxC*) z^ZIo0YiQx!xa6x((EslxW8(Xa)8|V;3*hwQ%VSOBFTzg)w_kMyaXw_4@xCvFK?lQN z1*&lovu;5j9aXniI z$457-=h2zH{0d~lS%=no<_}Bo>hE7~cf$EXgThL=NLKb>jT{AyeDi#U2mNnnIWA6{ zxO%ypHF3USggKPHOZ58jjoTM8>yzrcezCql6T)Rp1IAi@!SS)0??zJ$kLjRzf934( zWCV4nTpqw1#tLqyoUdB_py;Gx5(tfnM+~B_(1jHcUG_^}N;ep3eDJ8dZ}8gZy$GMR z+}+Ke)we=lTxL|}tZ}c}6is7SX~kGu=e6dQwJKIY{kia?b9UG?N>34=Z}anfNbLV` z8PfmZHUn|J&}gw!-2VweuswGUs1>Mb?nw`mW_4>~loPaKhCZl0aUbvrUKJ(}MGBPpC%eI!V-&?iQ z&d1bcZmDP)xnRK8=GXiC>66jd9AkdNyK|=V1+rTB<3w|5|Jzl>7oj2`N^{w7;pn=^ z5qAlJc?mJS>lSl3mi;5VOLjSL7oZD!=aQciQhrrf0Z&zat;~Hd!(S5a?VvkGIZ(CA zf_y!JS9N9|{%R%k^|{>+cyak-TZgc?@3yKG;P8jqynfyPP+&zs?Rq+p6AF8Q^7t6c3>ZwVAu5N>z|3KZ_7T!yxqD|5vNN+;@21(EW zPpq?9(dE)?o8h}SrJ(+W4q}Il*Pcb8+{f=kh~w~RCsx0dnyDP6eR_9^Z8BQDo3cy( zSS>5LW$kR8pFEmfHgO~nJ#zi{GygGke1WOaosZOD8a~uBXNCPfk26oD_IO5dA9J0I z9jN@pqr`AnTYj$=w2w*i_bR}5$NqOZ;0$}mf|J(pW89AA9&frwG5xB)&G=OZeorl$9~F!+;hBrFRYku>k7e}D(tOH1L(oqawcskjK) zk{Y4#DmVc=GXZD;mFnjUfLnuUXr5;?=Zf1Qh8Z@wbuPJ{^Rx`h`DbI{kUn)f_tR(1 zQ*i>Q@%Ks{ccUxuSr1~y$GTNC#;*IVvl8pQb7wljKS$s~(Z7R&y|qM7u6)YMg7K28 zbc$;+4lPK2xEE#&FpZ(h*D4ekzeWXn4)o=>b7R`;hHShw%0Y@}0OFnag-1*fFO0J& z9deG4)>g?M+jQJ9ErmJz)T@Bpcm9$Syzdgch3V|CF}QM%l^gW*H&4Maxne?VB**X& zwZv}4y3m-u-#mLw?BD(n(p^ETw~o?U0)Lp+ND11?at%0p@~J8pqU6rbEzm{hR6u=Y zDASj`3l|%CD`K7iJd&v`BAjP{nQuD~p2k34o)GP2u4Bwo_awd$DW1_oHL2|?OFGOub#ZNC{oz!xQOBzjwsf11{aCN&S zU3J%1?n9tnyvY4rYymas--Dbb2@oH(JgT`slWt#A#^h$;E(l-K>l{HvG{=eYsax;e; z#f59Q+oU&Q0ELo{H29|P%dt<}E0s)t)vbhMdo|hh$?l{wxepmu-O{h4CZ5>T<{G+w z|2{lsqx8x7wHdlY<(NxwEr52dMx>Ob`4}wQf%{~aS5MRl;$my_ zaGTXOSDRx~jjtd=UyGyARrgDohli2=RXBUCuZ@+q7Jz&G$V_3atDp7xb={0aYX#9czD;dc z{obtY$5pgWKg;y5yK4_ruUsa&AdkZ$k4=m1uXR!nJjl}XX`}b_m?b#qUz-R4(SWi@ z!A}hGPr$qSh-Lb+g)eo>h*tC(cIxO&5jI(NtHXLcJ7urp$i_kJhk1v-5%1%wYv+^# z)0L|6&b#+=`PefWlbI1+@96xOA#ZCeeY)k!f`>1B>y~tQ*M@i+zNiP+w1IjjoI4l3 z>$=spm#34h!JD6$<9jY#gMK+jbAZ$4qi?TKIiSVkW5?%XhwAZ7tohRo9_(a3#+P}C z!*1t8;n|1SHNE@Bb*j3GSNxaQjC0gDKYWI5_Ndh+lHOxqi__FyWP5lmZu6wKDS+{NYb^n{?mRbSR4eisNityv_4`t0X z1VA4kKM}TT8bL?+k%s5bl#J*cWblU2S-9B};dI4&u}~sLn$i;fb@6dx#R;s+3k9U) z0(wTN(%FxD?Y;De!NF1$uJbV`%>W%MX1j{<4=nQScg7C~((S{AjIARrj#(vtGjV3v zYL)Bo$lkm@#gvB)@Yd$OhE1cQG~#|9VZb9N0pr2r_WUQ86`;SV|CXlT+9kmDZNX^s z)G6^nI{s0g>aUgRs~W{>o2T^k{1dD`wJEh~J&GE$t7}3-XM1HY)+%=NVYoHr1rtgNWF`358M;-8gqg<)5>1oD%(tF0NKHnlDW{5BjA&- zr@OyloNI=Gs_RV)HDG8zEH2xjM8hCpoo44rSFng=HLN=BOk(Cdm|{xm$7)$b*GZWP z$0(xro5Mruo1xvqb3Bo-_}nDhM|oaES3BYq&nDYurpr&@dbIX~jsw73zvkCqe#iRw z2zTkR$!$Qy_aych!s9MFpz49-2Kf8(39SGQqnP8+?GG-@XJ-xs(HAKail0h%0n4c3a<`gu=+O4{AmZ35SB zuUEnE`oV%Gt652`CXK=+Ps#w{XcXqS6#Ii3F6II`Y`|}aPLspeqUe|v0EQ#(4`H*L zOcyEC{W6y(o7|Q-f&$>im6XEgx}cZ1xN1~FW-`oE0&}~-Gs-n9NZu|8_!2%KX*%~6C9L3DI&qRpu@--& zRdAoJdu6+9uY&NcsvTha5L(Y(Ewz(Q6Vc^^U_d>MP47$Ki)-K}ev&Dh^2z;)OM5CR zZ|eD|-FAoUsm7~2et3+z$9>AMSl35BfguF*u8uvs^R*f5{ACrC;c=?eGjDjNYH|{5 z>kPqBuJathamwZ#nyqfS*fmcxW3Y;;z9hQym0h^t_orKwTBq91H~JVMV>iMd2+IkYHa>(ub;h5L6(8kU^cr{|n*5?0QD`A_3K;OWzw5bp`V$>rbz?p z9CBAS`*Bj22Y`gUk@Eyxx)s;CfnVvF3&2K{_^TNnY>5i^?YqZ6ob@LE z*Q>X*0H3DY_Y}VG`^#!eM8r%Z27EoFw{5r_Psp5$n{$#WDrVlo{uN|8rvN+n!8aWm zghlzpofhxC;c5Dz2k&L`OHTWE0l^A?R+EywS`3`>h@OdWgmW2?Go|s(s^>oIfRQ^3 zx3{n6`x7ZESG`K|D}kzmgOLrp&I5+K+20g0n$rn-G*Qj=&FQ{a-t{TW^xyw-`}zIe zyKfFb74Eka*5Rda++&(?=I*CBMVtAPSKcutCBN+}G5rJgD%}-W9CKe=(I@_3+$zJp zT5;`%_57%qcrq{(=GVNniSD*1FsJIjKkvWG8A?gY_@24v_{k;lNmBnItP0!F@}HAB zHxJK0^945;*MB$hsX*EPXSZPCFk| z?EK_0xK^g}Y>jcE_zhqFUfNpA$d}UJKA3*>cFy$GOQS%V*~%W#X1tcRoSNzS}13G{J({{jrcVQnDUU`hy@2NwC)f(g+{GlK;u z>C^lh|FZ1k>>at}T&jwZ~_%3cYJ7 zI$w>6EWNA~w*ehDXf zOa?gRN{RM;Z!1CL)lew;fn0=RQNsN#p6(LD!XE|-9ICtoZt~UnWy8k5!|$?1NWbs9 zE-@2v`OiMjD$^!Bnw(mn;AYxhlfJn95>D%O+{Kl`2F)$0kx=gIrB*+O3 z(;D63!mN+MO$O={=r1AFW!_sVTUE@`aDF4Lq>Y7j+ld7QV(dOACrmRjy^Ozh01lhK znxfVI>U+j*DtluH{2X)QG0a5f^@lp*uq`wqion?IbPhx>4 zEmoW;TE4aa(!h~mts#geUGqFp2Dl2~ho^4kD)9PDSmm8l7JP^j-{}x%_*wREDE+8O zxbot1n+I)QMiAl)zsHvrHt4o|>m6_#w0o2jYQ8u0FTdO~tl#X`XeO%gtDLQV^Y4ZV*P1DnGRjE-J`#dWvF& z5C%%beb@jje5DaVaiAC}CawsN{kqa8>+f@aGnxkqIzt4vonbZIHLddouKc`=JDhR) zlOPtLgT4wNjHFO5%x{XKnE(QYD47NO;GnjOggethv$MPKqKfVM-0g194ZB}8$O68S z2t3#YovOR-FaSEtWE8)lqZL@GeRkuyV0RVR-R6OyN_IEKFxce1VKL|~knHG#B$PUN zL=@Uk0T6n|;RslCI&jp;T}+1HLU?5IjGkX|y{Tt=OMq=sQQX!Sa3a|p zC8islJmkSt1`ht_D^R?j9_Dn%C=0l5wLLt+HzaKsWd=t+AmOMJU>-wz#IC0ONA`)}>Y(7Ld*9*Aog>N< z=cr3NiK&qt4BkOKd;x!zub~e1D^ipZ2E%aIHp#JBI`*BmMX#dI>U5@sd1=Nq1pQtO zRO+0*2lBV96Z=}jBR}U>)7yGof8zMTdi^0Cz0f!4; z%&Db~X0~>*4nHihc4XlsQb)4}+b#6+V1MERf;jRrpwT3fq7V3$V=5Bcc5%lS*wGvl z!X)id7CdtUI=FDCeiF!0l_(b{P-WZ@Yp+NE;kX*i<8%m%7KaO}zeORSkSdpaRw@j_ z5gn4gM<-!`_6)637&oXw(1Oq_^HZN?D`*d&pioip1GEFq;}@G>6xKB4aCu8td>~%$ zVOWyQeP^H{1`=SS4^nm&e5L!f0VhCu{R9k8`4)8W{V^FkKzjKE%(AezGhlx620GCH zQGJHoKzNioIniItHaz0=C|k|WE&z{U7lTi=Xo}K9Vurr{@+uOCsN4u97}9fY9Vgr| zXi^2VFJFU==erU;ZeOXd;lzN!bs+U{hI;~3{)l!57&HKa>a#f1;(DKrK? zOx%Dh=V5Tp^|5T4{=_BH#NPa{Zi;otxwTAh=_1We5hbN772uN?#?84Py(N107#J98 zk~4!t3)l}2-dWOEn9reB4*Vu47}6v#C!$_X~jy!dPYK>J8>!t3j94CvNOWXK>H|YB+SDbXnAlcFig|$rXOGsGQqJU=2^aM z3&WtQ?Y1kSjadfx>%H&?zXYfg!I1JRWQM`78XI$42e!7VO*EisFfub3Z;XY;4eeh} z6am#m++oORP`F*bRpIg7ui#WZ_s(`q3s~VlV$4d|&`eN3=h;Np$}R3lmigOu7<7UX zLm$oW2R9|~PeZuBlP^Krqg6QFX zf5$1!jJALAVO2{!xI0**3gjO>#Etqx8w;2LH*(w97?x2&Koy9CNS!&sKh44pv?=u@ z)yD4DYCeKZA77SzTxQFJ^-;?he4<`jeJU@uZQiHg@p=tw?MpgC9SgTvdm;ompAosB z(A|Pa>m?m#M{SR&x3%LuTT1;fC6Z4 z(63nG9|>aa49*@HUW<_Cec&Rnx?$PRsv8)t_zB;@+I&+8Utc7tPmm&ij)~gn66gR0 zA)Rj-3t32@1q#WTYpxExXB?k1c%ut0ZR3@LZRkoayHx^Jpebbc?W@{v=>~* znKAUvsCKW+u+|j#4Wq9VI}|gF`wYayTcWUGu6LL5&EvdBL6; z68a6pup~xWSKB@UE>^;cPBAznCx0kI+b@LYhTmTu`{#4~z54RXBA0h~s6rAk>f4x3;bbOy+S~ICr9BMdEbl0?8%Jl803@B_a zXz=C3V**;H_gGCRQ(etZfe=Pvzb2TO5$VNy+Uu_ZtjTdh~;|1`5`0XC~y3hOT-YDSf(+Kdo_qFqJ?Aa$Yr1s?vBtdQy zgZh{<`aBR8(AF+M#`;2Qsgt!!l0L6Dv}3^FJYej6r0t}%*)HGu4G8$~v12#(-POEh zbQ_q=_PArQVjb&>V|ZKl>W8x@ z>Ha^uk!zw~^GPgO$iKTE+fTwDC^xfEn|6G%g0^i(OFmEu z0ZdetR*JQ5bWf3h?D_Pq%CU4;E8{K0q-b>QP(jeSEVAKsR6`N3)17S^4#=g8<8-ko$%CppvR%+0n{dlUfYX}0euzZD1J zsU2eO1Cva;B)RG%BFTB`T@(>vt#VG_DSEdsOSoks_k|1SMBgeB$ekdhV6LFN9?#o# z6u+`^ei9j}-Pb!7$xc3Ck_m6H=q!pz-m9y5P-fdo15yVB(tXBn{re8E>Y(QZekFqd zBa)8i0Y!OI>!3&XwAimRchS67=TQ`@pWgkx+x7RuNiCtHOp zU~3=`P*qrwte~=Rg`R*nWL;0<5BeFtm4$A53fJ)u60n}wO-aAoy2S{Jx1&4}w=ede zU^2)+uI4bzPZxhkhYj@3fW?#xHYKwIyeH$onL+SOJz)A~xPf&=GrXRx=h&$zQRfcL8SFs#j4`hUGSAn;VV6VvNBK=737e4*W%A0brOQo*yj zPNk3sBO-d`%JM~UO87`Hk#I}7Li$T1dXTq0I7Uln&B?8!J4v46E5Qr@MA%6wJ_-~9 zJef&EDz({OgIQOzS9>Z?gIW1&)?x2|U9c9Ry^=}=2RLYm>uMqn>Q%xEns=lC+0T;c zbxfTh;{(Tb@n5s}zos2fWw$0q^5nNHI1AIY#DS#$qqON-5)bE}alt-f=nCu3|DQVa zG_V%uT2wd8Hw}&HUez=-j^!zCosJmHIj_2HN%AWH9x`Yf{r#$nj0?E(iSMQn{_~$| z{hQAzc>JSSw9wi~sVO>qyTRtkF+4ASuzIE4I0P?pNJHL|STlQ4=IujbIZ5+zeA>H7 z+%gz5Xdj;H+t^*$2by|^RQ7RH>*@|s8y7Q5p0d$6%7?Mg9WRk+~Zw)eN4oL!GB zx^1MsZV!mRxHHl7Cgsz2-OF>ZR!MX38xaIU+>IwFV17=0uMewFaDM}y|Hi!;r0Sfv zx~W;C3W+iNA1=Kf`y? z3t`b}v)x1P_kK ze&0;^=ZZ8ZD$1-~v0z{ha~RK1b6M(}nuc9bo1Acg$YTp1CQY@|w$NMC*Ffr(e$^_u z@}PXlXgd(Tuqr2qs2TZS62ngj!1}CU7*mp+m2DBxZ;+ta5YyMxUPBR(+_K%bevPjw z7x(rkX)!L7)jL9*oWz%i!M3NRcS1Rdv{M<_1u%}dM0b?!;_k1YbDKd?PZ8RlA59E% zZYg(50^UpyN&QPVx8U1oaGaJoX{zmhouz_Ucpy%miHS%k&4?&_F?T!Cpr zlu~>N+&2Y5pqgDKxP=so2KaZ;BoZ2Qo`X=cWfw?d?(m z^ax>z+@lPL?^DML*VqK~oOS4L*@68&QC_KzFK6CVfREE6bUP1g3c+w+4Fww+XQbeA z*%?1xLm0=%xk2i&#noNC~4+^hsNN2#7sHS)V^OrIMo+C4fWQX zc=_D5WW>?Ym6n1sIi*EseEM(x7bY`0n}VP0XQS4KpWgDD>Th-84RJt-4Eei7)LCAP_6`LEX^}fU!hX- z`Z5;0A`b8X|JQ9rBy_NPChSG2H&gE(CU=V?slqeyUnMq|VCrMJ#5RXu=--1(i;fLi zP=mPrtvb}bsX-dD2&?LhnptlIV9n0iVj!_m@9@rlNAvAZKkkx3I2Q#&bIyI)~Fchr6Q9*0WG&m2Cd^hVsF6);PpLHRAT{ z4lZ!#Hp-t4sDUNZl@5@*H7x_gim?(0bH+-%`xKM8*6=RtcBgiOfaXOqd~|MbXU&zp zCZquYxk!QYP~_=tGcR9|aLs;~~ADoILz>gVhJ%xrD2`k_O~myP@r8c)81* zTo7~mH)nY~`6om~fMO_niuzVb?6QW7r43-LR!bcWSzh|Oo8mgu?bIPX55(CsJpAAv zk$MWb@(Bgonxiic8kAk6VeNI*`xg~p^>s@7H624Q9zY;jSo;+a*jI%($Uag_?I`u< zVi(4#$8YlfNG+c`h70O;y@{Ei|WRR`FsRU^p7qyT7RORCN)x;O_!mq} z4tKtEFa>?3Lzyx#_c(2*Q7ltj5}@e-o048oMhAjp;%YuQS$hA^3JxuQl6KPquuHH^ zr3`m2S-#fEY5t{5@1}`jvfFntI;Wy%WQBs}F}lns*rm#mF`i=y z_42@aT#m5Th2u9>Mon}R0nu-<{S4=waq|-x{REGexDuay=1t(^YxU#{nDPI9fBGMr zSyygg8nz@u;u_mB0GF?>HSd{{6Y;(bW4d!b@KMAxKIADsz7exkTd~!fr+5d8ZOEf+ z`dJzlJc{Q3~qkeL5BeXZa&249HISkBxeOZFZRH60BqmuG0R| zAiqATslC6aRj=+E>p3~e#Nf~SaVx`lbyZ4QX%4$`fEe%>zqs__JWubbEt-^zztp%+ zE+qfG6|kr=Qw`J#tZ}dZkp5BGUd0_e-6Ypsg=_buvB}M|B`{CccuonZQ~Tu1`gv&% z6VddYJQ2O1>#?nGa`M-+FKg99zn;A=_bcV6&aGQF29@6@qvi2mWNY9&$e*(Vd*s@I zet1uZHB*JByRcf==gAG=e5-{2aOT)oqxiB1%Dl`wDHK)8P8jxag}Vq%6rJw#Zaf;DZkzem0H zz)B=5{}U4@zjtAbTn7h#TVwS;&HS^r!X728&u^aAqVm_K?K?8qJp8Wg?cCBA&@|mC zMv4H|&p3H5TM^D0N;-eARO>^FZqC$WO37?OY;B|jC(=vdpkZw`@7awLP8~jaE~};p&sS$mCwlr`+pX&6Xp@H5m6_oce!zE)Tx<7 z4DV_25dF-!;A($K_M!&{74LXaz72ZcjZ`|5f>dC08r(DL1cv$ecB_W~3F6R50RnK8 z8w8Kk`@TWtz>5~xU;*Vri_ZdCq33}>;=~Ew+ZEUPbjF>obYye~zz#GD6TEIo`}K&r zrTG$Jl~}Qm8Qq2+9t=IKffs>5_lyd@QIu0UT)Cj6d8P9?jZjf63ub}Pi?-2dte%Dl zk4g1Q+ziStY*>mPFa+hD?4kjTA`2kdeV3AeM1fUL%O7VC4V>GTN`g^Fg8{2ya!RcL zx_oGqQTrbjK9nYi4Wxmh9a1Ges6>Iv61UO`o`!(`d7(*>8hDf~1T*y82}VXroGz{Z z#%v!H93R()0^@4g9~OD52{y7TxrRtvYpfSLy#UZLQw!+M8hp?j;dRvd|@j8Q=&g;u793)5X3Fpy{yt71W-hFUTy zQqE5$(<60CUOiIskW@s+DP~rLs)0dk`YTwaU7Ng=N|;P~G*KuMv&4QvaQ0t*KOJU8CF~X>cQ&>qh7Vwfsu=xC5r&NNNb;9zFrm6iN2-P#nnQ8!u8u^8u?v`N zKT3^=Sbde0c|T?N)d~YnO*Z-dG!u>BPE*9~G6UC1%-`d7c{r8D&%plsB>dq44QqvHfZp3zF|l*|7nV zj1uA&hYa7Dy2=uF&*XupPxSX$AiO~&;8^_FeVAxlV7LP$Rb2+@wACINL4KN^xHA0V zo8~qQ+Mp;7ci6c}UZ8(}p<(e`p-E!Xz>aJ%MRLb&)Y-G?^DxfK#!GG<#i3tBj%xCX zLNR=w<+bI@?F1I5IM{%0;b`XtRdT7dS;2!t|>8hV2j%j}v@1Pn!vP#vle} z7*aSnN)16FrHl$_vJNC>v)N@RYA+rcXyMZZorknE6j4?#HxCC9!`0Cb&ZsCsM0pY@ zu6SJ(ykdzBhq*Jqkr1^)EI}hiHvL5&O+HUe)4 zep9%YRYaif0cT<`LMMv@T4`fLfvgCPTn4KMod64K2#pLV2S452s|6bjVLv1cw#E2F z5~YNNjqD302a7084+>Ij>s7p$e z_rj*gwtyg(wujcpikQpD9x>=`%_E7 z5!hryk^=Pyu}(|m0m>f}rPoAC1|18yg#Z**upkgyJgAX+NBoDc}v z#vy>_Qd%z6ZyA46vEBCs;ROllSzQ(+FqWb|c3J-*HnE6$NoK z(God8ifg6F>Qz@+q+l23*AXEqt6R z4tN^ok|kf@k_qo%GayY|C`2Ru#kiWJrXVUwpr)B|n+1>aCzOmI&xNv7rnL zOd?QrVh^;!RiDWD^6bhBr>oD^Qw*xm(B&X!EPHx?2YqM~ABqqg?!?ZhjG@N)OqF5q zqJubcHEMLaXBWHf?^#k%?5VAJs2_>B zV=9+11w@zzZun|9gi_?8)`(hsfTP6xDg}f7ff|KnsWd?FsP>@gPKKIcszL-{Nl4P* zYgmpfq%SO_?0E3UN?tS(W0F1fVjEn~kR4Gd2L6XR9ZR$KrlCiV&A0RhvD!Aw8ppyla-p?nl& ztdylb!2-)@Pq$XfNoQbzGiFEv^r<&Ji>W`YBIMX-m zd}Cx;zOv4)aG3C<% zG71V>WRh@5unW0?mS%ErI^1FP0~%a%ig$x0FIaE}+a7HQwZU(iA`jsJ$jm@vXk2!i zno30l94viLz0eO04XO=#yav8t@X8UmZ%&wD=%C~xFyV!9rrfWzG!!0Si8Tx%x3s`S z8Z2u;yA%{bvVZbwx|TStmm%Qd^o<6p48eMD6%l$#al`P}DY_MG>d(f(q&^UwbxsO) zIkhXz8W~C4l@*d2Efb*t3porjO+LhdzvM9tWi&y~QpiLqI$s&2$mmIYfVVyPOr!{7 zI6TZ4$x(9=OQ1+de9SNlI-+-TSMrt5T*g5U7h|(gEG6u`g#XA0Z;eqfA{#` z?!EPYTnz*Ko@NSm0zULgm53BTPy)Z!cZA+b7`#Bg-cN)-lTfRmi{|*$b5)a0J0(Rd zpYf1`tbe}UPa}r*)CZ+ z!e4rxhzFOeFh*8A0vR5hT;53vzb%?OJh-OZ?6K6M7Sy7oxhm%@wXK?kCM-F)7Rhpo z<}3{@*}JIM8OAIP%-R30A9`?|@^V%4uhj%3%`90oF97&*Ze_Vb8ar)IJLfEQt=I)8 zEV;O*2C6O13J);U+@xoAb7V;$9in46+AE<|H@ILOGMQgi{YTi*`kz0C+X2sKp2Sqe z0{k@xH}mIo)o4+DJh`kl>!Uub)FqB<4NU1d`)on zhD3qf#(+cy6Q?^HMwx$TfE4=*Vk?*zP#A-)Gb6& zK(tIgwU3A;nFQ3Deo`e2qAOu;Q3q?f5{eDe8Nl?8gPi1Edr(00Pc6F8qC+yiy??Zf znhNydo-rT6^bDk%n+b-c0;_X1iR@^;Y$WN$ zJs>b!E~=L-^Y1T?Lj0Ztmc?9S_W5!V2d}4)C)Oq0ps)A834piHWU$dL<imZue$bs+0=54&Jg(v6~s%oAy&AMOV}+Ew|Eb-Q-Myn`*aP@~T}u zZ9!*t`ayNt!FdINFrlHXylD*Zt{8oV25zV72CF{q~*kpEUl7`!`YrK!ja4bZaJ5>ik7I|Lw^~;_+~+jF$Y|6pbFe zCtJ>wcsBB?{K{W=ThD%whqJugmyg8q;nvG=T}I9Ls#8vG%yTQo&eJH_UtCS`w00rh zq;?bJOy`6%Uecv(IT(wgT(EaC&@b_pJ;V#{9hxOonmzRb*#>>+BRj}8Li+F-fLe;5 zA7Cy21{r;GNq1A&4%?Z}P-G1WS2`=W&R5IRA3%&-`nQ;#}pO{OWr_8um;q zN6^a(wLziGavZ7im2nFXVHE&0=zhP4L*4wlQPizKon5nubJZPgCLjo##&6mimTF~M z%e9X>yce(66~4He~2$&oLJIzhtKnJ&7PyN_DJ5LIfvok3) zR&;B%Lo(3SFj490g8s*&+j?j2?VY|57VaVqo8plg(u+IXiQ3DJ99<@ZE|s3C&QYG* zHNj!YL$|aKZ@rT^Cctwn$5Gs+t%8?M*M;ax6DOqOw_6NI8vXBknu4tiC4&qlo`bYb zKL$0%kb@exmnCtbyc{gG7x$U~75-)oZdbK$@B8I@O8qxR3u{CG9N)utepoaYr!_yaT@VY9tD6H#3y@jpdx9W)UG) zKQ!-^jZrXV{-$VhHfDX)6nj;iuZr#AKbU!pluwZIXg$5@V2$#HKep|5mP}nc?{z?lJ=`C;z_}-Xc$-OQt}q;Z z!e1G%PAq=VHnYwg;cu9V{$p2Az!iLqkfS&G@hwegpNF$yi6$#({WDC@*Urq?*d|Kk zYfSY<3qIoKVVf51N(Ak;t?QIkj}D=N(a=`d5~DSJkqIH=AMu8tN1-D17peGj@cU<& zfVfA|Sq+yY;e(kon^&+uq;*N~^amRwgM|+P2AkQaFfGcPlf6wfeF9w!1^2p@v&)s) zd>+K;x=Bi$8eN9eGe^z;5PWKc8i5F|z&TXn{HUz|11vjtunVS6s)+v56a+Z9_tp>( zbrP{Mo}VAIb^`-;e02K7n@y1d^jFEs?_l9uBe&|~>Q?W?VXS&OKmQ+J{~TV)6FqvP zv2AN&+vdc!ZJRsTF(OUERHQJ-yfJTA%vU z+5FsIk~}d0uOr0F(cMH?%FCMk&QC!Q*=9Ss%lZ;|Lry^u+rj0LGhDBDFB*$OhnnTC zqeYy(d&zd<$htAc?!^wSIevgVkQaslOZuZId#Za$@dg*^B zEDL7xx*oLurwVJn;HW@K{3&vGq0sjIN#_V}+N@|)UKdSI8P$DR?#=P5SgBA*ncwj( z>0;h_cXNf`g6t%iBc#n$<|2~?0Bak>_Mj#fvs^$MpHAtmKMcC%b^&|G|LyHOWNf=u zAD4LhJ)J9LxUH2SkZ}H1YV1}Vks69X_rYwmj3xneKCno&(YL0*wh+RXkYv5dd7cO- z%HvE3uipw9uSlOE{;}1(S&V#~(W`hh&`Ov!AIIrF6ltJ}o$DGITEl{zYimdT^?_i7Q_FfW70=e-w7b9eL_5sNKyq1|h@HuPL>l$B>v zJmcy%BcH-R8~DK`j0YdeR$NIddf=tF4jHEJ(7+nA$^l|q>M%PGRDbKqL9C8$T#>&+adulC* zDTbeq-_!~I>G~kb%ZemdyZ&8-|3nM-xPeuxI_4k6&4o_()m|Fr4Y0>+zwWX6DyQ_q(d))r8{W~YOOz=&|Q)pAScs;k7Qe=F74yjHzcduVznH*Vz)i;yX`By zH&pIUbY26y<};QS50hs$Pd+yl^D=pV33bJvs;VB^_m1T~MKd-#`Vp+26xi3u?|Mhu z3m5fT?saY3f@T0x^>C0Wtu;jXC}2(yj9(M@y}MfX?v%un(hmJiU5Xr1nF|^cDb-f6 z7u|zkYvd=V!YyfNcJEQ-bbbOnvfX} zi`!hze%`;1AvY1vP_lLl7Ve0)M3*CdtUl|AUB`|yxXA;|L=P6kmo0aCdiq!9@W+aV zpcN`Eujqfi+c{pMO$zU0G0$>whQ-|Wu{2)=Y8f>Pj+Un!e7tNALP9%p*HlQm4z_U- zA~+VjZDDhWL)XJAM* z^h{n9zPAT>+kvuK=t(^A(eY0@4s)dB$JsXFqRE}}WuXx?fM2|-)=droV9GAyQ&N2| z8{fWH<61*RciA#~`!)aRlDO%^=;6cU89Q$i6X(KWlV!KEsFTUg2T%txurw_E+^xh$<^8i^hjLr`^O1jv&2>!i(hs<3{T`lGE8bSjJ@16 z#9X*1nvhm|iQ(!N681n2wZdSnxOCH}GylHd6=|}wR^Mdpcu`t^QhBDrcambiM~J&< zYBOx*h>=%zA`&jjw#}ALmRLXQk9g6ulOy)-NEft)wZF$)%667NzuzNU6Yh28;=2nr zql*D-cxk`xm4AMyWe%Wcx*-J^*GhXVWDdY*HUrqs3Z%QM-9(G%tFPnU%YPKR%hS4z zWZ5R>h?YGEQ)2F7+*#0}21h9jK zVEyLJ{AZNFMPg;=W|Fja`44r#!Os4_3>0jvJpZSGVp?A}o}w)_06F1HDZWclKe-$q z1;WW;td?uWXrxaN$J;92_fmV-4gY{M;r)$5`&}(XwXAXm67;bIc{q_evXEK@+XIFN z=>P?6l+^rX+B;td<7WsNB()ehTK*hLG^nxBf~YwGw{69Mm>JCTH+`VM=JsD?4%O(?nBDau_C0?iJ79A%{}U*#L=I)6d6(>Km!XpQV5qOwA(T* z!6OffH(Ja;c7`Rmv6oc{Q#g(Lg~F1#i7}b2230X;_YvVZZplBSdvGqRVi;{*O>rP) zBuEQJr*B(GOU>@jP+aTlL`W_JlA(qZwVYL?%xlCNhbjS^37KK5G57_D{D}c6wBB-$ zEl~)+{LO+aa)_mra6Y!J8UsM(7jfqgBXo`HGaJhkIlQ*ZvNZB`8OV4oj;0 za69Gvjl5X4;jXALzs#!FAG6lZfh>vwnEkS9B$7^{`3s@MBCGlaw8~sh`$=*jiAGD1 z;(`ZhBiR8!q%nW1yraV-H+NO7g>6!e%w$??o>xZkD9yaIB~)RHGzztYFc-e#PO%Sh z)6}KNaAp2Ckv!esp5^|C%T;_!5ZlH2CEj;oi&eh9!hC49Ktq;7^^z2sMD?=BqZiXf zcH4m`a2ilM0iXJQWM#Ac1eR2g=YN%l5SgMlnln$Mlg zPVHadEw-kp@RCA3N_3-?%6J>bkV)>RGiQ&0n9vDF(5_HEN0~>Lv|$R(Dbem;_~4yJ zHrCI1rgH5}yfJ{P{EnK15l4JcKPycr6Ov;Kse=^~Cpaz5MxwzM8AW@s5I;}h)6ip_SrSQa~abF#2lWz1S9FIiNjbJzx*kOW}F z3AY|Lkt%Y^S;asTTAElVlQvMko?9{xc9uCIy~1rWspP)5C?TB2(a51KtdC?5YdjBc z)?{!iV?Tn^FJn&{yX;nyV7J-0OnIjxGK_VQQTw)NQskOo7TSU!GnFdHsFPLWPv7wq zi*uSzMp*bf^qo}Ogg%5_AGpw0m=DNAq;I5QoAD{A@{L)JHi75Xg{qLps0`MoAx{!) zffe_r(Le;5=aeb1!LNLfj}5ZoO`68DqD-=pnN*m5+r4?wJS8Ea;nXgwCK}Y0306Oc0>cI2EiY%^A{RQlmwx|=P zvfJ3JwRMJ_Q|y*l-HIKk~Z*II0__zid0dQsOjg9 z1G|X&q`~58Pw6E4YOQbS&G5+z^4Hz-r@Mq1%rrIP|LCMM-6d(|m}rX+2EFchsgl6G^hHS5&Nytu{yagyugR0LCVN{? z46G#c=pXKy=uxLmw*BA1%T}bPWw+Fe2y-)ewkS9Y%ty^hRumcDA#zq(q*LAHuf}+R zE=9OQ3c>$31Ni^vv~DhFhogq8DM4^S?#)Acs^`)WZ8ZlAx4=Nsl@OEhskxLK@;8M$ zc+9slT>?S$?2wY>T}k4YC*!6;Z){Q_U&e?cOeJL}OBibS7-}?|*$viIoH8Dl`L;?o z(0SZ>vJ1{G9yqH^J?X}4GJG;He0R#aM*#5Q`S!@5H<)5dsgMVIC`zKTPjcQ{UEfQR z|4pk|K5Nigx{tyZQ7W(H?=V`b>CMnqhR47uK^VLKWcs_`9LXQq&HdV@vZm9?h@lvT za}SnZ=$U5ICfzv8C8SrdWuk+{zl;mI&Y)Mhm7Q^->l5k`eKe6O+BK|yiS?-d%N|e# zwc^lfNTk;_Jniive%r&b{wA0stj7)E>s?lI6qPzc zryB)}^Tcl{5Wj}6z4hr9cGjck*yJ#}C38Dd!YsOS-7Uy)lZxx7eafKw+_*40^J#E; zfa|$Ngj?dw;`X~sNaVCfx~oqOUNrTDLoj@XXum3J+85?*Rm}K9o%IH z*PW5LnoT98HZzliE*VOAK%w7YReGe79G6xIlwh+*I;GH``mQtA1t#yg_Nu6JHSZhluUpQdkzdVxmQtHo%kZ8kCj_t6Gww?{sy>4T<%=}+iZWa}>};I=ezZPl&<&@1e<>j~H+ z)*eA$GTDF{sgU0loWuIwEMcVn=b5Z-YVj4ij6->BK7wX2rj;`q+ee*lnmg}x{qf3$1NN>Mnb7}XRth|v+7*0nXl}abaomvhPxxPKzTO3`$rOE}Ebu4iiheK}@;Op5(A)Rvx<=M`( zBp|zfBpvu)vbCyXj8vi5JYd&lK=9wK7zU3UMH^0_?vX0IfO2+=gwv&)B29VIz!?dm zhNed)1?yu)OQ0e{M&jcpL!NQJNBclhe00PKpN>Yrehho!bgXs%7-}(W^?O1PadqCq-as#i$>38jv;04vvp=}+1Qm51 zOTVdUDtoe=gWjVn7g=9v%u#8OqhgYn^buW-ut;4vzHI7p4ka!gki6zgak`qdzsir! zl;bGi96{PQe<(jbBk0~|c_PM@7r%K_`GX-oBFykXhM*{_;XuRv_LXrNjstkC{yyw` z%eo`A&rFqqM_T`IrwmX7Y;w>?;b+}2ZNvVg^jXj zoQBuKny5yO-2boO;OnsXN5jWp-O_%icg)jA)_%5kxAhH*<&ZBYtMxp!&0mPcQK9Dh zM5^b2^4;SlURtj*hOkk@7%?1wo%6oj!|CnCQRJPR?j1@7r*)t{MXzXeqoYBua z5{;c!FaOpz`hv`K1$eo?|E>?&=$%uO1*QVz03GniMWXGr}`FuONi{I(_{m$Ja z#Uk`|eScp$?dShIdGI#N6n%dMNa&5eCl=%n@OudeN5^>O`r zbGkQsfBlxGsB?}zd-cr&;a@9UU&#a1BsU#a847;9$JQeuk6Qml9&ztxqee<6|-c+}6djEt9I@u~w&Ak+-nD1MM|eH<1h9^lUk6VY`hcB?W3w!glcpeLb3l*klD zb~29aRF2fKOW-i31b&dKlH!}(&QJHpDMEs0dkq?o&e?V z(8KGXrgVZ@0rvNizqM4l%<&Zhb}WMYz02pFaST|=X$)95romOA@9Dc1EJCIIZAv7n zpNGFt5L)Yr8Am2y( z3eXgzw%q|@3Z^c*Ac`S+yF&^g4o2}Brp~+7l11+Ai#&%k*+UTL^6J(dk_7UZQ@{`W&!;YN|;sfH1n+*wc%!@|t$u5fbla)Y6 zd`kQ%iLuJc)kSrXw6en*IPD!VCLKsChV>ioT;G$;01K6ajTJ+?kvPbd;1?ly(3?zib#Ng12UZW-rDE7q~ z+3&sRR*-BH3uu%knXx@;K9Q*HjV)N zi4Al1cd~&;_D{|205Q9#UFYys(LQ58`b?am1+dUPq=Mnp!7WDk`B2gZ7?}j|=;DwW z?HHn;g~Jh|C-nQMVMF_1#y=aS0GVi5_v5{C4N1RU%^PBC7yh(GSw~qP=465WZ67Y% z1MyEgbp%I<8&y;k05$%zo9k+Et4h;c8Cc7<@&{;n<37);3f>sUEe&p^xyq`( zOfZqCPXG4i?raE@b^mVT^A_->>mJ_u?R73vFU%=i+^uF?@~6$YU4`{s-Sq;~m3)5u%2qN00f5?*EPqGn%Th zFK)jFXE-yfXN-H4#D3e=atJT&@o51#arEf1II(qjAiu;ye_ma5K;#jMzH4gVoVA|4 zdS`Gj$4Xmtu1*_7dU9h-{NXraL){2el= z%rU`nGkRuZCK=n>m7-at{Be=U(qF1LmNXv&K{P;(&qjTc+mU0^`NnLz00%yS>F&N# zSQxb~fUGt@=e6nuk09gTYcgkv2Vw8Hv|T8XD6?mr8;!2ZUtWeGU_gljc{A!GAp zLct9#HiA!sNo4iq+G+|4L^&*ckVwg{F%&X3&KxKk+mK@r zC?T_J5U7aN7{XmaAgmJyOwS0~;*)eeLom_|&Q#7fskDy^_4|z}5{_4kyN22Sq(lge zNHe{MG-T?pX3%>wLa-M5-T_RYN`1TxAR~61`=noo$CUX23r8tzDJ7s5{3c{n#EApq zC!HKrU=s-fIstMePc`$0w=PH@2wEUmpX~RlIw%Xy=CYF9(TzoBT>O}*Fbj5O&{~B4 zQBrOe0PqL(04PR(JZZKV1Iu5e_VvC$kflOuVl-3#!rVK2$@?G(OkssVz(Dx_;`ttf z_01wX-?j|pdjXIoy+c6>^~%Gg8ixXr;e?Z6t z1q}jk=o2Qu!kG&iLos0Tkoyb9YU&gOnZzNif|c$O6@=0+1q+%8Moa+|rbGBQX7t%_ zt8L=+24w>NWF84h$R7inkOv9ncCAJ!obcUChUrlnW~n6Y)WpHa3sE}8gmOEsPi`K# z@6yRf2+|v(BGAN{J2gHfNr0E*8x~&C_kc%;S0yQo{;6&pDssc)p{{Mb43a*#<2eNy zx&WuDiL)d)>b-|)f%#I>tcp6F0PNh~NNXlJa|cT|D;5$KHfCn7|BL2)kpruj{O9#K@2=+xff*j*jg=Vz0fB^h zkP?hB#!fUMikY`PxZK)0F-kY1RZB86CAB1_l}QKb0L>!WeY!K{Pq+65Hr^tK+<2}PO%X8(ugZ)g+3^KPD4iS4qVgA4;xx+%V z3f}}WfSr;SL%+ovP)@kY#tR}e`j^*sCe<|58pMvH)y6J&W2sOcxeB`72|Tc{(0g9g z^yVP04#a^QAzx3R>FB+~(_gufF#kv(FmUefgg&Q2&vjTMFg6J!7vS%<98-EKB(LKG z`MQ|j`>t&@_b=L?@XkD4F_Xh{FHv?mImPIcEpTn)WXjfow|w&&w;onY2(Y7P4rUcF5CBP!S#k%Y z5(fQ@+Q8`eyC95V7%~cZ4NW?xh(aNaQCwu?d=*|SJ7*8_1khKtWDiE&EfzPu?owsO z59;vFXg5S1vxGBN*{ztb*L3dK3H$lXCDDnoEF)&*1~7-?sJ_g>7P`z5%8J-9t|7y# zoVhOJ`D5^tpUd#$HE$W9YtHqkyA8-N;f#6ld`*y1c=^RB#DK&k?A&|s3d-*PN)O~X z+1wF~xNZ`81@y9w2wqABp6xiOf@nrF^#cPY9foWx(<07ak7p?h!D~|;phs~(9fbZE z%zfAzY7x0h`a-s#2AuZRG@`xv_k6LQ64rmMxBEt~e#35%`xq(mu)@8S)*Z8Cg?Gwk zFP;8$JW?S-bT?j3wWN_VM~4ghOB$XVY303pGVklX0nTpp5z`_OmDUV1c3jHu@4{uw zNm5L=&IIj0c7MB`ifJLvPgs)jl7JMJX!?|#h}?HHYyRVD^YLF_+Jyz&W%xT8Mn$M{ z_R^rl`Wga!-WE^J8uX9ln~3)Y4DrF2JF11co-K%lK9-dYK+_)nUBxsk-S=8p)?9sS z)+v7f0j$)e`yb;@OE|aJ>2t3>^%TyD6gMBNTygx48-V&1U|(L*Ymm3n@67no;$wjN zg@77G+~*edfyx}kBszra0iT>Vop#NB2tR5ZtONx)Mz-foZBi#v?ZhVzOJxkEEBW-( zSf~`cAHo`G`2+WX8)M?q3tt$kAH@S~!x(>05U?5U!wiR9u#NmnE7h~s^{tn-y)MZA zT`GQnO7JF9@h5QlI=(4&I!tp`$0GQs_k?>03uVaU)4)?l2;PW!#r5Hb9u#&VXO6LB zU`P3Muf|pOh|h4xPWaabnE*@?5c%5sQWuATC`6?K72#tU9w@qmSdOH|XCv49fE6s} z1%NOau2G_^4aU21|9MuI+YSj;z$if&q7$C!t#ClccXIQvQ->J_2N!|v(a+o;Ir}5W zQt%*~@xr@YgzzS>8Pg*KbK{#4oIpVjku(R_`FWP-+TFI9YIwf!J^pckVzH&sG2l!L zA(UDfQg#TY9GeM9F<@HGW&Ej9AAK?iKsyFfYew~m?fl9% zLP_hB*er9yF8(Yty^B=z+egoP9{Qi#@?Y|O2kldkTJ^}=@cy^u#Hpe8Z1VZ0MDM}L zRn~1+>50JNQ{3tQ(cpi#y&Z+^x{N0Z`maO4|Fg&cU132Jh&3izBh^xnT2T7_&wmOC zwgk0=T7FWXGuz$r*1zM+|KGFuzsB>wTmPSK zB6%w;BIi3mWsIXG0meE3TAdkcWYA6vN_P)+71meVLr*fBf|1X`NKbh)p&iXMP}!26 ztrZ6wua4Cq@BLPK{PNL@S(MgnzzGM|v;dYdS)kpA-)#731T#O}xSOAzt5yOzkSP6) zJI+?`s=q5M^kfLm83*D0HgnrBhbB+%?eH&^Ccp*2(MMG!NC3C{0%#1&M;hFw>UV4Z zd-0Vg&7@5Uxc%ag!k9(pin@~s=azbxxxo0M31A=shYco$C}a+>_!)#yU--pJ9c~jd z50M`HF%=A1p8!iAajJ#DR&3F6nXOo{XqVI5 zlg<&GZ5q$GgXS68#u2`vzGsVJ+YfFvjGU^Qx`@ZRF~pY51-wMo9e41Vv-z(S(SI=+ z#2Zzm^P1llN222qJic}|w3tf9SK?~>8>j=0BBE{^7ZUec_l?EE5g2Ldagv4RY{sX4 za!^rapnWTKg55=QzE=kAC{`qh2Z=~_R20ttW#{6hXsT#rO*)a6x3W4jw{pXqSDSB( zTU@2qWP7Z!9?WD@tgo${1hmr(EJ??rxo0GIH~nIK>0- zFk~FXV6nl%t`2Asaa2wHHH#f_u^cYcwm*tB|68YDL(7peqhxL&+$9q$%~6_NQJU(J z${RBdOWN|gTpt9$aJ5WBnZ_mW8CT(+oOX(ihG&MKJkgUqp;DH2G0B}3k6X*uYI)(P zyI2rn9ebL2T6!v4@WFD9_eUY z7Wr1WE_U@<$U8d0#r`(yZ6n{Dk=5{#^~vPQM0-|A;qvLho{n;<&9<1D>iY|r+!=q4 zJ(4W5a>!ohk8ZM-%&Mr4+1I#oTAyGxw!NKd`7JOR^^k?M1XOh}GGtX?>LlEU)aiiN_b6Cs|@i13DMO;dZ73eh&Q0x33y28I`tF z+=qW2FA`q`d1#sPv(eG&SF=!MoRKw(&$}mSPo&0Pa_x?+ht;=DOtX3`I%{M3xV#C1 zQR_&un-}!{xao`hBr?bZV0v|C&}Pbc8CF`^o;lTJFE2YZwX`I2&Cu=(%Be4I$hpUn z`gm8H5>7r$dTEj>O;?`Fva(%Y&{%Ud{As!5Z0&RiHmyVIYwz6NLrYg$*IJm%1)9fo zOY(1+SM}9wjVip+3%GAG!78sLWjj*)`wcG z><)sXF*xAGVn*#doOum%W$`UqI5@AP;mMq6ZnAhXtZ}#@7wbJJsW}uQO zO&pjgyAn4(oJ{Ls!ut0tRdkDBXK6N-kmlIdqsTn1FPys031P$Ua}Z(M|4B=I@yZ@?qE(PjwuC^>iN8Mdk-s*p*C9$!nH~!a07|J_=)NzLpQ@5rR)n#_!>EzL(^RjZPA$^)o(cnK)E@~ zT@xhYwJ)lJf)C63e{p5imv_uZ%%|peAhq%4l+X%jTkQS#ZMGMZD)3_5pqi!k2N*8YqFFSowrhVeI}6h?IttqOdXr(x{LjS2Kl}}JaRF$M zm|?un1>M5}5a~@5lICpAad1+Qo1MBA+Nw;MwzvOW|HN1N{oW!V{-Ygih$(zDvZVb8 zI(qQtj+X_Vvj~nPQX@UC6Xk)qlH4K+JRf9#7y)^47_>I{xwwqQm+6dAZN8g0wlq1a z+l6ddi{-aA0T|@IQGK+;n5Y@33koYS4@yS(ltg9%AaV?%81*87@mBUm^pggugmns0 zQa3Rj@u568d*be}M=FIxPA-Ubsi>SRju-Mg!JPC=y&PW&xhNq1EM81eJl=ct$6%{u zwf)e#H8sT@s9vETvikzlsNRBvc@awCx$)z0hWOkAV6hW zVL;Oi@Sb=Lx#v1y2~>prB6-hoS~7e zf9MF90>lJP!c4-Zp)r!u|DdO!C#9#PCu>H-Lc>BiMrWjKMmg>uYrkRPJD!14g?L{kxdbrjO4Hzm%Cj**+8EWm=pSOe8W;riu%dPpEilB3Gi{_H70 z*Z(CE0l|s~djkPZ8iyh~hi(Eh52O|)Ck;kX5CAG87nmWCLZG_=NkmCRWC3$1OAwf( zfqt*(?_=fU)G%lwv%meNAylz&_!?2C!}HAq&Vgwzf02W;}2X>`iRyRq9%SsY5d$B_R7P z=M}l${j>H<&MOG&i+_*g;VGN05W+bS?>&;&C-r+RB+rJTSLQXwp7a1Z&>uKD{$Sv; zB~nZLW5pMy3%0AgC#vqVkI7>6}=Ueh?4&hZqzjmAn+HCIL<53sh93I zlye@PAI83c=Cjq1K<#xyM3?>^=a9adIi32NsQSNRT2H05OEp)vBTnV%4VX5SkXWFu z-kvE6m+BoN@Bx@*^^;3w8o&IQci^G+T4zY7vg1Fgo5nmA);ou@6|VLOl^4}JfXj+$ zU&r(yGD)GcBijei(sm`<7>KAdwp|Jn!PCZn@z%3`Mp&r5H0|2?M8giSc)xg z%ioUa1a%iUlP~8g+(u!h3m`muD7RH!$wxv)2|!ioW0m_POd;ZmEk_O_@$`UA}pm2#f&R`@IT8DTp{Taib73dX5iJT$O3 z>I~ovSPf8%A{vtyWI7QQL@7z*h?J8gqfY=}B7qQizki`9GNbInG(ZTDhM~wu6k1E7 zk=bSa(l77L&lML4dSzq0RxB4P{0#IVc<^1ia#HV=_<(v)T>|8P5_nTF?T{b@!he{6qcs_9zq$TZd?XRfNOwS zBR>q2CYTddEekXYlv4Ce*hLt5pyYts0LFmX0QrFU0E8%bzX*;Zj#NGR8LUQdsA!J# z7)dcY6v_fj1rQ@RBSFqKNt_uK10s?H4Far)4$aQ<$5#1Pd7iP+j_?Qmneoz!@>kR= z_R@-yp@csqcsI6tN;&}`#VWElQ5&#dSFUH>>$f5E7BzA7IN8e3R+WZqV9>3n#QtjiuhYey$te8n8nf*0S8D;Hbaa zS@6J&_x{g*>yJ;q`i0X~TWB*DLao-Ck60B-*b!KBBZ-58l{&NreRZ~@A)wyAM?W)< z%Mj=N!_UJ^5WVrZiRBLe1YXPb%ID=^<{rJl!xAa3m&7yX*T7vU!n1(>OEmSnN7${tUE6||^8xn`2eminh(AY1^N5DP74mse0aCRO9fNFY~#^G)WEN!HUIcYK*-MV_ngEtq4`I|C5#{M z^&eqpx80>a?;sN;lG$ip-F%8JvY+^MEwS}B!=xJa4Ia%JdS&LEH56q7rSdWr)XOo; za(^Op*{4cb%GCX8T&e&NS#a<@NKVi&|3IL~*jSUezl*mr z9#X(#gJ?(#MPK8=bL$+*!0VK?79!IN-+`@7xvC!0THf9C(pu(>e}&ZxHQs&oLOT7p z)9=oIl03`;eL4*;uTVV{62I<3&-eAO>s4$g=yeFUug50}x7?NRBJ44xwF0VNv-^P= z_O&^o)#(ah&6ohR*LglpM|q^5QldKYF`q)v$Urx#HuF4%4nGOv!}|DkznVGm-owjH)g`#=YVwtON);Tm4tkk` zlQp8D50N$E(SxGfm1)PT4f^B6Fk%8(S{K4mk5wD)?gS3lgyHJt^M{_d6Kg(duZ=KlzpvRY ze7g?-;fDr5?|FNHe#Y<}PyW2@s65O6^kLg&)WTChd-3 z7V zMp?R3Zz~!R62Tj|jG;%L2+;L^@c&tSr0AHUX!C6yJ+FvZK=@jwT&>B^92(Ba`dWf*Tlp-+ehv|HHhRR+VjEfmN9$^M2&%=9bUQK zk7X!L%(oiUvx4^XkSFB*(Siigb5aZc-n&=@{gwV*QQMQfnQA+%Y!rH1t^D1SGPO)J zhJii|*8m5H8D?Xn+_hvJ>ao_}?;?P~p-qAik}z+EL5N(-{jS~^tjVrKUoZkrMHW1m}jaT1(6z zsvdQSTmq()96!NysA=?=9jEDX?3&tklRq(;+l4cn0BC}Dpyx#~QCQ$D~(*j#nR zo@M+Ot-6_uoE_^^$|eWS542N3(hq4=s7Rx*rx&)ytp@DG&Adw$=!RdVNKcln+_^H# zR`SX^5k^6%7A+IszP-kWg5{6R{LY(k?QG`iQIw0MBV}1L5NPco($R|EMfXR-Rxv#y zXc-xiBI)U2W)MgE6mnR3xJm(R;S#!Ka&f%LNnP)m;Luu2K{QD;87Z-fbFV$7tJCOT zB8J*)r>BVHsHn{rG$z4@`BpOQS$EJZI^{owlF~_9Y?DzT*E&L>V%dB6EUJrR@zWi~ z;ZE5L zPy0F`G{l}IpbG^c|E@p&9jwQb6Re1E zveWXi0zqLyEWqdt{dR`M3h7HuLnzbA zJRIXED)BmP{Ef9O#48G{M2{{N5i5x>W@~93ak=O@*eS#^Q+_4t_*!?j)Y2=KP2l>2 zzA>9?>4>+fIx_rw<#83)kb6S>l~M9uXC~Fvo6HV}Zm_tba<2zyNcc>?=7$i)unmS_ z_O-A+7V?IzN#b1vjzU?Ct4{9=Wi~*@9H?H(2yK1?B$y4tokLFZo?|arRK|^i-1bgF z4^Ix3mBV~%odX`i!*L;qNP0@hW6RYfFcj?=bRR|-ObI-DdT9Zj-Ews*QHiwQAGWA) z6ct)j2n_OmCT0SnGSoF{WDb}JBRD0(#VIMoW4ce?x~@#G{{j=Zn*_<132bptidagr zqI9qFIKF~-z|mD=Kb244nYLaSH{!eKA@+@lBu=eiFgXuk@qcVWfTA2_n5scHt%8Bs zKHT2lzn{o(4p-##{f!xfzaqe&t3`diz>}yGXaw9A2{{6;0;IP|e-OVM_c(8TQ%bjg zyZvc#L_t#+Jb7Jx2 zprEdlq@qw2!Rx-N3%UHqjfGL1ntPq5RLOOfSPw`X&JWFzN^Yq2NZ*3L!@p= z7oxRt=09I`R=P4J>nGiA!hkxg%|X<|~~zA9)jY>AX&>00h&(i%9>$?WY4yvh4m zuRh?<3dzHL=M>)?Y$`)%+m62IU5Mt&^hYXw7wPwEOClCM#DTtB{9H1P1d_teL0LuP zY4VhA@|Ia$LvksO;iUQTlgBv9wd!IMR>A>@x4k|ug0kX;_zUJ=?(84zPtr~~RJ=C> zt<)C+i}#|5(^;+xUL=f->3^^ZEfZ8|NDYO%yW_H&nhdHTBKx;l%WA$Qk3qQFFXtW4#0!cC{{=omIqodIKAPDNh35yb zf<1U4k^e0@w_7Bd7Y_bXL6QR77{ z&t;0H!+HImR&3B?{c?h>!Z?f7s8^ae9)U52&ktVT9{xPY&3r_Q&GF~+ z+s6`0S9a&y=lQCW46BM3snI5)Z`cXI92ZvYZ0t2OivLtLic1W;!7O@GnA@@gXyy2! zq+eR*@!XdLQzK>VoryO}*kFG&-KaFr6KJ&+)5Cx5o z59b`Gf8K>-PALN_ZQeWnELQ(Bd-s;8p(X$}hq_l<5d zt3M?12r4kL!;2UDnV^l6k!mBo^w&$KNCV2f{wRJ=Aby95{$11U+u?W}phMJemqBh6 zyzY7l(+;uJsO!@;?f(N&K(4>u2vcCq<`h#zMEIHE4K;|7x#nKmRqD{`lS5lfx#_9V z-A~09MGBIn)?1QHmKfEb)V1ckw4~5qBGOaMAxsoCv6iGnOSEcIBpx?`$;COs zE7y(eny8|imP)$LYSkJBrgW#I*VTWGNv*iGT$rlTX%q?#UV{RRaeuCeRwP3x-uHW+ z`@)20@wv}{pDKtx_4G0cFT6Ta6unLH3r{hwpXa`FY|!ft<9)4_ANzVe{wku!-1+%! z8$Y_G8o6oxM;mLpzcSXWY;3w>OoDOb$|g?Xmb<#!Cy&1S#I`$5I;V`f`^SGhGapzy zylUA!6EApZNpa<+_wi?2+(jZ@%dwCKmwBFTl9c;|^$-kk!ZWr22u_vCYun?+0G7?20E>&hea}n(S1TZK+$h zxIUx1GpnK|tz}WMJwH}lHTQqP1w*=n1+CB5G!FlIH z8EmF`@6uU<(^UI}gSftfgw3wB;$Zo2PAxj`&~^Bxx6@{e9O^X;#h1N3wuIV9?@8jF zj{MqqxKn;;DCDn=zsX6jlPE>Bh-U;RBGMpw-XbF-BO+LyImK-D#;SkD-%yk@ASX^E zEeuc1whb8T4I92JjLt35k6J$7l3<%MBrZ2IHFR!}s{4_mlCa#&MOPQp7sMv2gH(8J z1#4JB_Q>3r?$DlSZp=uLM0Ni7#Wlk(tREH{m|9q6ahpxzbekhYq3pg-I3gM?odN93Q=sNk9lixHt<=0Nj@8k8&~s^_^N}SSr^?n(y0-X z7%rC4bi99KCX{~*X=B4vJEw-?=<)5J+L6}TU8Y3T9yHNTzf&LV{wQp;h^MUqBlFIs zx+AF>W58+)8fn-zfOG%Ql{bhl0mc(T)(GeREaJc(1+l0D43wd`F?OupCU0zjt*e$^ zbM(sZY0Rh#?5CPb8w$*q`XBnY`;UCa-lNU&8OeCq(iNv^)WIdfpf7WkQ zN{Pz73~6j{j;1X%iMF9=6Tw)UW6_ja%tWDRYO=5`wxKq9wYvOrpg?6Wx{V9VAp&BMG&bMu$X7PiHF77BDG6qk(-4^-j9| zS`rs4WY5jX0qqp&f-d}%tePTFLd+~vXd)r@!Wlz$Dm8~nPK$RSU6;CGXFjq2(nJ)Q0-n zK0Om_4d~F`_DzMPQ|{sL$2gCzXM2Caw<;TCB)+b-=-t++gT1VE$0}PLDUZ7HrplE7 ze!u?8|HMB?v>{DM#~B0SyMX-|VGteKH0!XURu@0*xgDEBRp(-ft^}3{&!Kxxi+3Si z^Dj?a;(t_iQ122QU?nLN|De>GDr{&v__dRT^26Ua5E{?7SQt_wlQ5pvv21_m=5CjN zV7fD1Zt*cPLU~w+Y71-S@4B`wy>6&Tk3dbPU)P`cnj)Nf_ziHOG6; zOC4&58j+gjQ29BQLwQvYRi2Sef#^`47S%mxKRB@$>w@A6LZEi35Ey|boc|U)QLGgl z5(M~Bxer|>kxL0eDwk9)pbvnT$Sr2Co)XSks^ctXkDhuR9GFdBowR>ak?OrL8=eI9 zl>%q)MpCCqzz&~0Z=q>3Vlk7z6=sx5Ju!zi%{Zp?FqYv-UlJ6(Sk=!(i_dTgo5Lwq zS@|cl51blF!c%*eu_ZZBg&1)17A1>+vng7k^jjLil$x4X|Ee#L)t*i*obyHFKEB5qWA&Ipx>HO zXiBJ~EvIxfxfcpQ?At_QAtTqdE;A{mMatCBZG(eH*Cpd?59jSY<_ltAWq^hlJz{fe zb?(*cHbqYU$ElIk|M=4rrMuQ=Kry<{?$bjDj;}v9y7vB?!!m!_Yn0YwGI_L8zq2xA z^onIVR$6%E2lqYj(qm<{#j1%^Q6Y2$+>0Z98tPWZ1l{V%SwtV4X6Ddab5f6INset0 zrmkC5(g70Sg>Y030buwe2#^40?o2dgTgY0H6Cf`9+LF z{uP9}2;&Sj|NR;GwiYD!4C2OKnvFzsEve_Qy8&aQv15o1p|IC-GDPQ}cF{`9w6boo zEN?J&K6xny&9`uBK6DwQRhRtuJdUC^9RC?8vi?BYp%i~tUbxD3ezD3P=lp5AjF7Uj z%J0#Pgc0NXb>R|LhW@o8hQ7{UC=4n&B4iot zEpVL%cptGEdV*Ls4O~5Yn&9(^AeMPyJYFS-VQ;Bb^A%e_I6XUqt^(gnOlP7XIXqXh z@a2n?!C!y1DEU0d2rWoqHmr^KK+vtrNnNrS6^Xdgpw#coDG^uGR76MPR&L6=ldYPR zCpNqjsX|^8b!GkY7qM)x z)vX8zYH`*LtlEY|Pdioc1~Ll~2T#CZEX~t&P!AIyzN67$Y7r)K1GeJBq12-h)bXWP zqtoeAQM`eQcZay|1>&loJ99P^!%(Rq=yFAj(kS;MmEEM1e&5^cz)%cDrN*Gk9WqMS z1j2t@5dBX7$GUC(g}kkTHC~KVZPipZ4nJ0KkBp6Y&~Mb1fk16s1G44`kTs#o$UpLf2k!g!$yEd3`RMZx6)JC z&Z&Xoj+_N^p8WA+rS=E@+vE5B=ws#12VQ^p)X1?7@yz7WRcnrKh-D^^!MY9N^*rz{ zD_~!V)12r6h*2dxxig3oltEL%BM2cUxoz`D~G zu!edD11e+taR9;(AqX#iWZ>8>H@km=X{9KI4UQb!2mrYo0J0GPaxYRvVfnwl;khKywxbg%I+W>H`J5VDU<07WFM7@6?H~ zzIMe`#D2#(S|g#fLyni_R&UH(tbqsE*y`zz?rb$R4W*4iuZvwnNh;q|a_xW3cixuj z3ToA2io^+uWq#|=a;nO`buhoid0d6PgU##nO)O=LbohR1v0^{4#NC?8|I&EVF#3D1 z{2mViTnCZSXOJH3=vgk!rR7$5t2ZK#UqInp5CsUaItw0#&N-AmYwaaN+YOM$3E@*! zfv=Wrs_`VcZlxvIx%X2OOPSm9#x=s&AK%`0km!C12@H3qgAEQ+I4onfwH*FtUYXTC45eQD!;9# zcwi(b*BV*5-eoj7H4?o^&suysSDbVClKCybB4*$Vn}IJl5c_F_0EB;IMyDXyIW#k4 zo}&10tVt`7`8A;HUL>4sRl^o@@l4EBnZknAoFC?w5rAg~r0*Jr!(3fw&^-G637;DlCm&JD^r?S?|9DGlYWt_|!*qomF(1Xj|JJoyHb-6TYKyWq{7vi>geZKvhr=3)MgU# zW-Cqn4f`u0v!=t5q*_9USPg}PR$YaE!X41SNg~DNKj1P}O%s1&ZNM#P8=^^Ye(lKG zMXJX5VpZeGoYKH#ri0UhG_gP<>zc+&lE!=2EXGNNyEE0^@0F8Z#6M56o?N=A*Q+Ee zf05#*)^sFgrtoiJ|3)z8WGJ4o(Zu(#S)8_{!eQ7x2$#$lHQ255A64s^MVGHsT%O0? zQEF&{pw;X=j$MCN0#lHhAm7<=z?c6!utf@4^DN@QK7*JLKQu(rm`a+!1Chg>1q^Ui z@97+iFdWB3ra4A!pH??=L}M%!GXMyA6tnyUh#;mmOosWycwM}}7wnzUoq*^oBsi(zJ+%{b&7&aG1dyg@5ElE> zIfn*35DsqLLODRn$<7$3C~gjI6`J@YpL#A;+vSFC8D^af>TH};5J);~KSu$VmdtPV z1qeo?M4zbKs#U|4VeB|-V8sNjVJipFb4t}ToR5DD`9eCU!(+kKmyXwSOqoCovFd_aNEjoSn3$a4$2dYzhT0D-bdhh(1@-a&@5%6MJupN# zfKmhPNi|iePW2Un&(mU|66#<(j^C*X1tS4v=EH0Ahi-~@+%SCo%$1_JHz4fCTB18FA9@-eR*#kz3vBtgLxRr7B^%eZv9=XY1c}E%SO&Q~memq?&rqD7je6DP%n*5Xak9iO=+(|h=HTm9wUCY_YT zHLQ|L7m{0dno{Ldda#9)Nf|Nm6_eYb&^t|R?gO(2PCkFEQ*N;76b84kH3om&?jIg2 z+*b73IXh+M*Moqi!~}U5If&dbvtx2}H%uMz%qU`+!zO2ZzDdn<*d!tWO!NRUiG)yV zj^3M3|7UC0pOaICH5b6emXJK!pQF~75ex1r$>E}V`7~bSDG@AI^DkfOO2HpOR|m;? z@)s}jOST}l3+cSEQ{}H;yzqYl$5rVlvAlV-i;Sq#b6nM&xR&^@JtvDBK2UZsmW0Qf zurMmFg-dK{uKg;t(CLAw&f=v+xJJpklB*I`TNax6Ysf=c}6Tvz+f4{n?PIVCi@6guBsY_j(E&VRY~3h^+88iRjXd$i4`(7Da6 zF_YaSU|{pwXj8~(a_bd3r-4W7#McgINz#}Lci*u#K~juLDIg@e1Q0re+&{B+D7OwG zWao0a1J8kcFpV$(A04tCJ9loM4m^ga3)p!;Q4`pKb3@ZKxo5yM2T|LUcmHP~`e)~O zp%0?ghBTx7X9vp45?OzOv|<6Ju4<21*D2?dud{W)meZr&2SN)HmPm}EpqgKzttr1h z?No^>uPlMd%q_sQW!HOv36+X9&ICVl#mXyhqfv%&QVOVau`=|Pihn6o!5nuZP+h)^ zZevvZN6`wGy7H4sL}L~3BVQr+BljRjXOTm@hVeOU<7^=_EC+v7eKJRnaY)0h zpTiF1s6(Z{j@|TT@o3>zh|?4@iT2OjUQU7j&ORgWC|Kb32a$5`9BMf&>F3pwt`uM* zH30eco`;Sf;9|c6^8H0647Ix10U4><9Ck~(2AGIiVxpluPsIy?y2)eC>*tq2Et?#HWjgf?d{VDPTd z7Apf@Y`Ups_jpp_%J`wxioj~;04EJ0X%w%{ zCacxXFx)9Dlm-nvu$vPPtHYQ%{5%2qpI(NR5rQSK(g?Acz@8$$LSO`8iOmV4#qc@j z0Pl&t&J_)RLFB9)Q{r-|fkDes19*e@Xa3jbwu$bZse!lxBsLr)B(m1^2YL?89B%8p z^PhL``^@(ETlj{_cs^#t(6^)E>_oRqtyhaxPNUAQQ^*Z^W&4q@e&Ep8PxSX3d}@

    mOmln=TnR|vB;?Yn@(&p zceaEKavYT!69Eq>!Jgh#1^-roqX+tu#zZn>Zw4HFRd_j$PMj2pBw}3UZ4aynMS1Vp2Ifh zq(w(@FL)e9=CBjznob@&`c&c50I=B)_3ztu6e6ZPS-7*btF*4Ls?>8(w10Mt7j0Up^**dQZNi8Cp7jrHh=TtG0d7tBfe#Lh=Y`xy{1W)i7G%S0 zKJOa$z>PPfj1KZIYPCz{QX$z?R03UOeSW+!3=g{c-MSd?mGjv`pkygA1!TbighY4| zIzWnFd#eWYg7x1Qbk2pBiC+R^Dvb_pYYOB*2*KwXAXpN(%R(^7l@EW8hVn*QAt8vj z;=m}P!uSmvlZOv{zTDs!>?#@n8T3|UYBrV1Olx4?TyL}W($K)SMl#^(Tshx6tv0ft zE1ca~ob30(%sHOV^ujo#%7uwC!=r^VjKKE1BMgwAZH_BY#T( zFlW$J{`=L7@%VprAhSr)(!wz&0+%^5fk2B>CUdp~0vU%)eT|w@Ixwt@_-(Y9#AsHe z&|0)jarAADBfjrV*<~_&%IirwHRwLEd6V zk^5&yMk0ryoo2%m;adQCc=j9>29GSiU-Qw85m+yzy&Zqq!-cBVW=OL40F0z<`Hh8} z;lV(E#F2$%qqmSM)eKrM8&Le3sF}4Uu>3n8JE}%bcugB$!`#F&W#noMM1wMCCK$*# z<#J~x5X?9M2GuC2%)X1yui~mMZ**$1u(|+Roz(z zL7@gEK@ES}i`+Te*B9$7K)rG`qQy2NBE$o-U~ErJJcpe-r;LHeYWEy=e%83@=G84Q z3a0Xf)jS{ER2V9C7J?;_hq0BI0i?gS)K;xY4cU&*b@Rzf^-Q;T6id*tw9Ck3H&CPS zJ76tADY3=@SGeplCDgBCG(%gHyhb5xr2^S|FIm+pbr*=Sk0Vb$gPg$5o&D(KWZRy0n2!pfkj~3@U2V6tJ$?Zo zcO0Q%#nRoSYXgr01>njt$XKaxoF*R`xCd?-Y@NM5zo)PR9^BmD9xFfqnXy7osj1{G zDC>Vzq8@ZzT~#`#~g>tyWUnF-yL<1?OT2y(p7K{K<$}1px z-6hGpxFQL4Fe?CV66zo-kpOpsQK50AK4Iv^^jp|^>A5l z6TAffBZ%V>q<7YCclT3}LXH^S&`q+b*kFIZ8U}1v-d!i<#sXQ(uJu~=ay2Nu@0%Io zf4p{JEkgkp0*j}BuJ;i(&{9=~Cu#w)a|pRDCmkP;$Lw}mu*v3Fto>Hl?w&a`8HX?Q z=h|=QjWoMGKUvrS4@&)UcRSCs`wPvb28%7kM%`=z&j!X*s@{_UZ#V=*Ep_TeNhyEN z-^0%V1#j$Z|BjBlOxwz%^9RsZLIr8^bgl^50W&hIMnqyKW1 znpV1V)HmpsOK>Q@iIhgC9^N{QjtPIgk(H?_`jPgkqAwu%)(U!?P{|wR zx$jae-1>s0zFXDqCk7U@dzFF~al?nl(C-Nr7IVP=A4NVm+u3Ovf`a8)-^PuyTjY?Z znTAbwJpk>lmE9^cfrsy2BoXr6Rk)>a#~q37(9&!2Lj_PGtYqVIaqXzdL9B(SX}~&P z-th3oh)gaw_^lSV8YDsy>urAzu36ay5F9aA9><@?e~fe@L&zkGRPTrzR>Z}4i@TUA zK3~M`MYQL7DH3qqcF>FpiG@=|wH7*P@7))nW>*c5@5Z+Ic+80M!MCO1uVU7DBxoh?5k0_R1*uM@BEPyDchIk$hN@r&sq`tIMo z@YU@-FZ5tU530D<*Kb-lfkodxQJb~^o>1eIoKFM@y-r`fC%M)wWZ>#vbEdY&r_%$X zkEXf${0h9ci}U&9c=b2@X&t*ur%rEqcy(w<%cxV)pOy}dhFTAN`QYvUv?Hc;#_ge4 zbI2XcY<*}fSazajrM7?awUGgDi&r(0=UTk#wnEp8$*vYnZ_EzGHTdRu)X?D^x@$b7 zmCHOjs~3~t-rh~^JqOn&J-KyF&h|`FuOE)JZSlFc4h-GBCPGQWmA@56jG?T(Z`csb z%&(2aF;eYz*w|!R&&Bu^IN%8{;IASbfEP@jN!mu{uuZdwT#kSA!(}9y--?X23?w^8 zY=pZTZUG-D4$h&ga+JG7{Y9hps4?~2m0z7#X$xw@-^gKj-&kn>rJACvOr;uUlf27K z$2Kjx=LXZ)WAy5!weGwA^_I3><4sDqY$IaCOt>)J+q$~h?CtJe<*Ti>`SbmS0B!W! z?EwRI)p}cK-=}{!hiR2Y#_H`_8>bbk^eSC)G`rT7v@3>Ad}YhQXOHJuPit_p7Jijq z^yL$yQ|Xr7qe+FUncqk09>AquBKILlWKZp`a2l|wWKaY6!i+6wY`japoRj7vMNdC3 z!tvX5@HfT_^V4u6itBp&;$2vlN;~!8psEUlzf{X#YR`Wn6{hxF)oQLGpEb?_)f6!d z*>mM>^uy#3qD7oYZ*4CL9rks^!gqueVn^>jn=`Tl!pXm4y0oxs#8rPk&0CX%{szBL?QcNG`s&h4fenc>0U8oJ0~(Td&?sm~mYdI5 zfPDETqGnfc{aU26S~V0hElSfUO`$Rbr3paFHp73-g!+YR5jGRz#{?(LGqqQj-%@C0 z2o_GPdJZBf$XO%EKUa4L0JI!XL7OcpG&P+*ILVhp*oLS&Ggxfg>97po=`MEmM_L9V zC1a!E7dAV|@^|;bO%H+dzMs!}m)Kn?n6=eW+!~*kG8TAyl$BPxo4k>Y&AiYG%%pTR zd!m0E>mg2=0(M7GPZb{@$=tjusq~iz2Yu^~3_9xO#FUXG!G85C3tqotWJDio_l7!s z>h>LvlF((xJMa{mifHK)bbh)@>FDGi>Ehp9u_Q~;g$%%`M0*tW*WW;~Ml{W|i*kZ}fp1oty!0_HYc#Z^y_QHAD$|(W?*Vs5O>ujcK^Rj;@ zt~D<^zz)CPdD(aQh{k!@W#C_FUKWsrO}_4qc1PV0i~)XK);Bmb9^=>I-&O{Clg0#` zm))FBtO{$?Ujx7-Isn*bBbO5j)10o^30*^uCasyuFAgFJCGdR&hxBO zJkNp_tW7%E=@6WB3L+^uv7_}4&>epvJHbY4*B|A_luX4I{@PpkF(tN44zE1vbb}wU zXjhTz=VLG(0lU#2euW#@D?RntW^Z5LKp4<3hiy6fRryBEYUmf8iG@XJ1?Xh9)EU=L zsxwb}#;P+TGMmFd zlLUqjdZH!@_HUl{@cheHCzrj+Zcc%Vr4*wTcA|U(dlOvy0P?$qJ&2<9J&5{pfPD~A zH2Qi56k+Oj%1jPs(2OI4;rxHjL5g;?9qx2y=64Tz9qt@d)UoiE07Qqfgzn8+M8O>j zh3$hT_}kkiCqgV-s+w4|HBrv-fA`C7V8y z7Dc9!jaVPjjqJmEXFUP+-6wbzMPXFj+CAN^Rw(`tZC?W4Ms@BxXGSy9%t#uImeDfW z_g%7V*_M}Bwv*UNY{!4GvzR0f2_zvavEw8Ja@om)QkDQ0C}jz+EqyEn659z1q>y(B z^!CzpgCD)Geel}edmn{1+-{Uxh~<0EjAYA>6QJCSNJgXBqjSFVegAJc-}yd6>n26_ zjac^q)H2DQx9?q8zjoWg(0j=x@AW0&YgP5X2DdF<^~Z(X2RVO~`EKp}3W}%DQanWp z$W~9EK}6NLq*&uyr=dKjQs}^voSphELf6vK8S28xr}%7&nl8Em6)DCS2&Rya;FOB< zCQ<0B!?#s$B3X{!VhH5|zJ`ckwbO)(Ma$4txeOOy#O#V4bw)2|wPd$Gy!rBb*Qe$R zr`WwFjdm)aQcizPou3d)!CH5s-c}QtWBr;hzWVK3I|HP`*dEMZ*_W)$h@B3pKn^fZ z{tmxOaTII7?vbVR1)kS5Mlc`R)f_cz5@k$Ips=K`)1fJUph4?v?yN$I$9bhJ9T1t% zNJc^RMCNpcFV})i{0+~Lt)%lak1w`-_+6~tSBiygmotBfx6O`Xp|oQ}c9tTqiKh&+ zh<=gylSC`hP434wV(X6ewYFw9R!h>+V-IGqj2FH%13eo%*R7+fgFR?s1D$nnV#hnX z<6ZVn0p(0k9i_M;iY%g-BBa#mQatfYDPsuj9nOpdmQ>gU!t57M)Gm{Ys0(!O>kD>- zP`;0frj&oah+q#}H5KVY(#}P3X9a;SOikj{bk3v{*VE7!$gr#o;$DQ@*yJRluVOyg zg9pKr&5OqGZH36jT03%5_K`M3LX zwe4-w*$|=4!JC51+Ok1G2xi-sk=T}XS01?Xz!sDaoo8a4GiEyYB%_<>FZ5;s%Hx{-xV+NzTid8GB07CI&E)qU~h`W$!#zEz3X zQ+q)dUK2bY^-iPNtW7(4o$)_kVDIh1RKGCXRc_ru%3qC6&k(O;8Ek9GCt^eL(HR$9 z1kR9H6kps0T&H1>pzr>AE39>u0RE)D&CTBQmPM0ou|2~YMxK0cmT(5 zS8)D$RhedZ_dA+|Y!L`&>@0B<$G=TzY^gvXDYC>Ufj^B)A%>L55RZSeZs#;5aVJer z{Cb+M4iC$qjCKZ*Rjo#3MMUP9i5+a|PC;`>X55f_?u1lMVF%0AS-tq}m<99W(L9~B zz!zp_)dhS*UTR@P2y6=T`B z?%zZ5B$NVIM2VhthKhe$5*3vs4yu5?A)Tmmaf&CNP-q=B(Rhso&>#OR4Q#opc-E;U z4?jkzZHZ7kYXZwP6kta!;BBJJy zf1Nj~G&K~!bK@AwwJCsS^9IiC7EO1gQjGXuc)0FNs4yA2gAaCGZ zp!mad+@P}d1HLI3OZYsOG$(r+JmIDLmS!1C)E#b4xEQ^lYu}#lyrR|ha@Jer(uBS4 zDl7g=tww*%1-)T2^zEw_CQPEqWn%OuJ{>h%oq{#nSAU0!x9S~EyB*GMHJsf`lo|_S zby&?P<4V5-j-Y@&IFaWugNxC|pYsk|cWOtfkC1yxj-|X)ceXsIse?qb)t=0^%F_0O zNscb#FM0B78=W=jxZqEtzHN*Uv^xTVD!QV&b#;Hv`UY(d*zMJRXVxhOEG+R+=SW|i z6?~Q~1bG#!By!s7!2Vnm?GcdGdejTasM?R1nn>6zG3&*1E*7g{93QyIAkT z|3#*LZ6aN@Y)2DZlbFW?OiFnvl*PsVpey!%us#P%#+pXE9SzEYgZ%^0u1@1&h zbOfAMXP|9uougVf$!gz^hfRM@BNGpqTt>zf^j&7-Yck%bjZyrQ&!rZ*WM{^zQmJ^B z<8czVM4J4Og;|FwnDqqOZR#q!x7loLPNo*sh!o}enlG#|IXGWXZ4!$c1pz2bcAeGC z=*`GpSdG7iKMqkfjiru;^+=5E7zVxiY61V3Deg$s*ZRH1r^@%0KBE0Q@ixVp*|6(?3&HbwBcnaqI_y508*ZwNWQHOm<_db1N}i_9 z%IO>zVZYh;Xo=+v0->CTq2Os#(2iI#6t-qu<>e1VY?&$k^rh0?^oDHbN{h8Bm9aK0 zt1?}fM`z#TCM|#buRfj3L@i!3>u>JMmAK_FoPQik9QE_l(x%1i+9RQ1zu7%hp0Zv- zs8UkJMJ78vIV5R^QN3_`P?j_&1ZKNDlaw!gd2LgF#yn#Nb#TN_o;PA?tT>i~dhsM2 zs{v|8?@7!Ej-zY{Xrs`K^)NT=`=)GVU8oGLaz+{hG);fw%dhU~zpBR{={wNBbYD;C zA6a|S=Sn#_R!sUDTZxYrj`StNT|GoC{f#$i5z!_{jMZ@!rz?Ms!t(-TCXz;DUFQ4MI+1NG;ia7kG8Tx zjHy}CoSD1+f=M~snnGwSLdz+(Je$9y-sWvvKhJ+0kEb0Xx>0LtcyE9q45&i!Ua8D6kH=bcyOQp3@zDB2mV^ZDYTrUi{* zfBuqMSAE<8sY|IyN(@&!f}Ut|XLE!&km`R(TUjlqb~p_dEy?j(i`{H9nIo;W@wS9n z#cEi)%V5?h)H=1@Xt9}uaI0h+o&>Lxhp`M6AH#gE5LywPfn!~}LQh!PCk(q{Pb+0v zJ|mrVIX!XuoeK9NJIe&DFcW1z1APWwS7|KXpy7)3d96mPZ9&k35Or7!Z+F`~Ru_Ls zDxo59IJ_EKNp86O9I^oSKps*k;9q-?efZ0OUrlmWiHA<&kCR4dktdGQK3OCj2q$?T zO+<#wL+;Tj*J7#^*Bp*TMPO5y5!b{Y_ogjwy(+o6uBk6$rp=Pxq9ajjofAs5{S4AXUNPD zI~0m52u28yMqEkjEJ87ks*R#Z0(eWX=pX_Sl$tKy?{;2|_^D#Eb3`F$&nR@^ z$yK~19&$($dOyM1Qo&GKRO8D5-i2z%hr%gQO&n4x7<0(s3R!4;5CDVH8e_UWwEK>jhp;WPx#yKnunK zcpo~1qfx2(H3-xK6+2+pVA|CRAPFe4IYm~M*;H49=;DMCU)DOVNu=uJ3O zb+3+Vcm)Lw<`EOmaIbtH>JXAJne4pEW^-!{dOZs`UjW`K4R(LO=rI-lMCt6vI>Crj zQdT{SsWBtUSAS)kq6t(I<=rzS!@0ua0C$#?;EN-QACz+5i_f6vD1zVs`Q-F-ej+_* z;{~2`ps}~Np{chwS3F22I_hf|z(2)t_?-Vg`3D>$x1b)em<#$xcmZ=`Cj74BEEy2H zb?ET+J3lNNZ)Jb!oKE1MY0ZIO0md40xuaGF*wn6U7rSKe77G>z7PIcaiugid@Hrk$z#i|{&+F2b6%4dJ;gQ04t8f>ODX!{BJL~m&g zaA<0S_FPRsK6M`m)}Skj$z417C-7|$hSaA=X`%~jIU~1>m?HSMTbD1-x31{V9~#WJ z46MtyAP&WgKOt6&diZpQ4JvqzJuS;2=2z~@j;Bk_)$#Bo&X+9fuRl#rJC^` znFLbgx*j6zdaEEec`|R5ira)U&Zx+gZ7m|b|yz-=Q^YWFe z`Y0h0wueQIsO`<##M-4mYST^)Ya;< zHTV=>3wm5{%Py@YI5BLGBm}B|)yfqlVNC>FVH-Rnyk zwbx$vbr0@qafJLpl9c#tSw|jkc2h@<;)>n% zXowV~AZ3dX+?c$*hu10#k%vAt#1Es_x|Gta;zs^~m6AqG-&hkImt-F8AUopP1ZXlh(|_x)i|a zlLzqv7{IoZL&3$vS5Yn6Jf3r^kd`9_BIs!I??Q2`5dqtUxIj2C{>X?tV{3a}V4wP7 z97LLfAoKf~Bit=N9q>$uSh>V>AmN2Q;{kgOyZQ<7!lGO`8d1M^d^B(_iPOYjZ-L9V zFf>qn?gS{8v*tfZ<{+t;ZZnH6*!JreDeDygVddcx3}ZW29TON{^OA)M4>{@s2=kG( z8Y2crh=3be9@wIF-g~xG*n~Q(yMR$!iF}il|Dr|ZKg#^Ri9C{#JaT{w%=fpddv(h_mv`YFkG_nbS ztB|swm_5bI?y_%YgM)O**`N^C)6fRRKQ;b}aEE$!!W_ZK-8L4@d{5~UX{o_bXn#Cf zX~X$^&`1~iXrI7VA`1!{5(F{PKcjsDv^tVd=lPF4Pe#DL{gTdof{Rk@JUYQT&Zs%4 z)3c;R3=Ge>+zg9f7Z;SMNt&xO)yk$(t?gubnF>m@3$kzE9l;e`IES6wV$FI;ma!eR zcYdrH&^lfINrH5(vZua+KNpbA#?uL)iY2v*uLlYlzT~Zv@>jP;W?5i zGo>aw;));Uv8Gousg1fNZ#??i6vfN#V_1nmMy2 zwb~I*y}W=#a+3WnH{*Q$T{tZPpiE6ACd~E%mf2w?)Ko7mPPkd5+xt$IuWo)qNfnt* zyzJNF7$|Pdyd96k9y&Z`itW zxA000nR%SkbZ;?Q{unVOz)_)qFi`B5v6-Wf^36Ta^ctvThcvKE9KZty2-@`k0A7d3 zWjqXuWtomroZ)V&rPgXA-^x*3w^EtJx}a-ZWEu?Zk|1b96jR>0oS!fOdjaF_q0_#j z#G2JN#Q6vOWSHO8=#e=wh!z#=75?gpQk+4^-WU!cpE#{-1mZR&=>1DN9FaZ>L$iHM7^+V~*;7=21jkRtmLam2W}gJF zJ9>YUAECSLltWm;b~^Zb!AUB!fASfkS618xpqVU=@r#QrSXJN~LrM3$h2GaMfHeAL z8f4UsVfuq<5|5O!3p>`CcysFn(y{iqCNhG!EgeO&cv?vin>*_He!;EMC;rgD@5yow zr*SQe&gY@`Z)hWc_LBvyPKa_}UQ)+fB0LRkmu6-y1SZDuE4?&q!5Xp&u8Lxcb?6>x zM?8C3Gw#j92?HJ|g^u zAs=r9THNNlBgwYFvP!_~>P{^MxejRZAMU(;5YG+R8n`b2z(+v|&_G3W@fY?OwpM%K z3oO|jbeY*KK3rZ$tjrj`txEA-2P-9Z!&URG`7Tqg1(A~n136_N8a_Fl6B^8liSNuD=! z+$N53V^P1^v#C#S#r)|qS< zFu`>PL;B!DFcP(Qwr!k=N1U}zk0I<^?SX5XuiwTFb;8aukQosjeqaB&T85a(PafS&UtP~pMp>yH$dktM^`}A^eyo8zV=PBcSWX{Zg#F|Tsl2?!O#w?`en7H`Kfp2S8;0$XB-bX) zC}OAvvl8TuK^lSA52|KHIuUo53l5o-jmLt4)xy>GlT*;s;#nhe8vd>-KJg0I$D3K5 zzXJJKlp4hxh8?1mC-DcCL{>HP?lBjGxuk%}jK z+FB23^b=^(jLRjwB4G|*jffG*TKp>~Nv@byh7tsE1;w4=G_W$)#QBemWNBUp(E@U> z-y>uy%r_R&WKRu;fW?a0QAH3oIJ-yvp>!LhpBf4hil{RWRFsvt12Ult5UQTS4T^KU z-5iG^zL03heSDNuj&XY^v!UannR|MmXalF#6{3Wp1qUkE{?8P~q1&J=aFW*2@i<9(|X1m0Nvz;;Aw zJV!lqn?$$ob<1ss#-lzDkP~pBhK(6@->9Gf&q9SK+hy4|igYq~5mVk;AGlMg+cN^8 zOGu$(DtC}~<8FoS_nLC3sH=10d+7}|@;S0SUGCCbWpAss^Ys4ni=h8;zh97#`{n_F zANY`Z0<9(Vach>NH||C0Hmr0Vu_pd;Rq@-9!6x|MSRmLv@cGyVz&2N{<44p91}Qiv z{W#ngCwFef17#8LD;n98ER&P?-*ldB9x*0}s@7Qr{cB5-=zRl)^wzth?v_8bO)g!+ z{UeXgzI{4|qL3RmJggET;lj+jbiS0CnZeuXZJ#)?a+pEwVBj zm0>=iekVr0dq--D4D0O|^RquncP9T{x+o1%bxG*q{%e6}^DIMg3!4k2k7luh!BvEZ<3fW*Y zy)<4!?Xmlz2N)DZWftjQO}>RzDc1A-UEhoI+BymKXYEX3qW%L(8@8@q=?ikDNJQr! zAemrGTy%s;r1M|eW>EpL+RJA&Rzs5&eCJTmXv5lXDj<4lMS`0*R|d!!*6kaM{ar18 z=oQNVYStUY3u!uk+|c3(>arTwr|Eo;2+5L z(2bKyXL#*!p?Dg;e2}B8He{oG;Klzwne1U#@cNQm51=(D)b%^bn9UMwfBUASMMu09B0w;+vG=3n6-Tv=lTz3i-avQW1UxpL$IgN^~b} zVVGMH5P+%(t*xpB(zw76k+Vn>s1qRzbJ!*;JRvrP_0XfAt zz7IzuIu2GI5TYM`h=nPq5=zoZ3FjY{L{-jYdGr6=$XQEM?$JN}lR{H6V$Pp9T8?61 zI!B`(i4mCxi86`E1_cd0iux696qjMKWBhlD@wMc)xu*DG=4F7)E=D$%gMKq{RWS!G z8X!k>^=azqD4DgXgE_MaLbJc?zy!rV(+$_7f)y#AJ5mI?a|jBjpb?1B-Y905K~ zrsK%@6di%x*MWNpC4ayICD5gLi(TU5j}#wC#JD=zl&G5Y%fnc<7aTs z>K(8X(#j_CAL|?*lSplncTXBR;%xKh>|m#B5?N?ew^`E%&Krep1IH{UytJ=ZV?%yc z7GP*5lXB3grien)4DYK%OcNudj03XWqbGk_(ZHJUe{~Z=>a%Z#jLr!7#riz%6Xt2( zQp%?3&aDVRceeJW=_il57z)!mKK_yhBt5L9_R%iZQ+~)URuH!n!>YM%z~C4(X|ET) zP8ou|BM3N~7HVR#%RUUq{7gz|ho627D4uZc6|CSahE{w|b~6`Tyt8wxKL*rGWF!?L zy>9cK`80d~ zok?y>jkL848>}7tVA(n-E~x0E@J7@nx1Zu(5hKJZFP4~Uy9mqh*e(%cD0-{AUs>*6 z#t7UE-&6j83>16BIz?Q8)&QIrKtpn+F$q?4QP?k(w?aQUerz+`Lpv7KMciXTJMCV+ z2|+orUB=Jb_O_4yjqg}iBK&9G)NA%S3l4qV)zwS(8ofRu8o99QQ|UyyigXfc{b?se zM0s5zX>w!|nGXG$PDo?u(_`SF?kw<@2hSt`k?B1vu}i_S3T*FAumvEvf>NZ(UPanu zEtx)BzaqO`=d1AXj;0NnEa(sqF{=5;{28>xSZFx(r}H3_E>E|9gDb9R6Iuk?I-@4D zE%y=Dj<{Wa^JHnOe?REXboIPW^_*uNu{GD9N<0Nff_}z-SqPkRs&dh)L;f18!2pY| z*5en6CC7K?T;rt>r2(vG3$F922qj@V(}>-7M@;f|K1J}>3tu+m7-(2NzVTniKl&Oe z+s(&3GUo1-wPS0{CR8O^Ia9LCC-$)~BKh|H=*T918p=!duaIJ4KOnGuMnd%2@{ygw zscx=_QT7ZdE|YS?afIF5dfX7rIZ^9R8Z`CIIH+Y6YH6I^oK!N=2!eSeb; zR*5CODR2NERtv@)>Y1pU-P|klBZFPJ67?}Zlv0+c>f900W0L3L8-mcvZ1f>%mr@*mc}P-#F)nC^%fUn+Cj**xr$yen8)u{kLKF75ej| z_ z-p?R{?L9w}SMe>vN%goL2iJgFkrFKH9v&4t}*UWgLS80VbShj4z*P7nf zRWE%^Uz+g1xq#<^<-F7ByWa9!l~TsR_AvLXz;sVEVESHX@Qv|H!9U9F`Z?~n{K*`; zdYi0s=e|?$eC_BMH+R%3nXXnacE>6ug)DU(@WjC}v)5p^7XL<8`&N(VfQO8SSZq+s zM~TN?e#4lg`uHl8{H#nQ)$OF5$G1hsWs@)^{g8B&1^ixjI2w>BY{C%R5inJYUs8cD zRfdV?e4`EW#Sp2k*_739K*}$=smFZPuiWQo)c=1tTG@L8ye6o-ygjIg>XASMNA8XW3{&^@?v!E^J|lVgMn?AL^Ye_f=M+$i?k=jz zg{_##67~HmtfYuJQ%G4A_*80wAGzhE8mt~i)psH>95NgHz<3!vhLb8fL=Aq zeqt-)!$qZC6W1Ew2r;X6KCFcYUwMcDbXPvE*NDNI!LKjdC2_fQ@u~&i{1(Gv%?S_9 z^wqjdxU?Vnvo*jqU;7o>c-bQMb9JaPZQJ?Z@s9!=8VVdpEPDruL4}obU(veXmOY2Y z&*j`N#e}^JPJX;Es!4FWqfo=SfS**dgEs?vXowQ1wh}bg$ypoLFL+hDA-nD<0htvZ z92#q_U6=x@9{Y%AZqIox-KE=_m6gIrEx7oWp&|JDq5LnTRSh?w&^j7HK8jJi^1VjD zFrNfM`!`MNs&d7oXPBCKQ)9iMHLFe&;o2N0vqg+cSvPkln~*K&}eBNC9%e z7wUDO2>Kfm$t$&QWRk!8Azzq-Jh7ccdD1C`VV}5`hMCtZ2S3iW8d@zu=BsM5KE+Y& z3KZrS!^4Ms<7Oo}3`e8%#i7w;A+dN^3^S@?lr~98{3)d;TIvYCOO!S#>j>%r_U%W( z!?LR_=Stv1#3k2q%`vzS;9qqI7b78IY9gut_&caaht6JJ7YPv&p0y((cI=6hbaZvy zx>FtQ3}FHHw%3k=7#D{@zN3QPGl4t)vf?$zRT-}rjF+5pR;+DXu< zkCD}}M#~AeaCqF0XL}pJ51il=#U_s3SEXux6+#GE92bvlnVq+wxdiI$*mTbgIU+YV zr^npP&5i68tV?@6F##aldo4_{o3AjzfJ+vxMVdTDBo^KS59haFy*3=|-$b+Q>WD2{ z2osr0lXIz#BC?+eIBi?Y8J-cL4zkFpa#92Qcuzr#Q9`%IbV>Wi_{cFhSM&+}U2dNot+`Y}5%s+>_ zU##jw-%DNlGb>PU6>ddvf#Y_J5d5?xTiB|@762;$weZIPR9e7Q^iSg8AmWrl_s;au zhRf5b+Pt#%${snMK3u;!*JKL?9PMN?W=fW@E@m(@{D^tbmGIc>%VOn@DFGDS>=qvwjF2{77tT^K|Pmbbft1ifhJntp+r1? zL&RPPY00q+@Ogq|`gfmWkvl73;n#k9{u}qbsV;f5R_*iFAX}2mZ*6ZuQ!aP%khT_x z{#eJi&C!=LBqy6LDkI?3+KDRRS83%VJ9r&b(o7$|SH3%xt&YE_j|=hbC9X%6Jap!i(?m?@N47X1^M7}4(nV9Fz{G!7VREFAsd}Nhe_8Tfa)ziqNvGX$7ROu2+3cUUz(^+0?o)dkrU>j?S z4!q^cJ_3-SDrLSbi+|LWF?Mw`R4P|e@Mr5EI1<8nIy&KR@GW9v$F^>@alM&TO+|9_ zuH#$)-1+<|We!ibt;w!062J`?Q~hXqc91(x%zb z`xc7Ts?o*&=2qZDocT?l4(rq4=x+}hdiycMZ~s&(O}+|td#tW zjy41?vIF&urHCqesgo3n@(R7%8GIbEnZVcs(1SJ~yjWni-}W4d85Q6C1W_ufFUJcI z9n|yBu3Ei>*FAb~hXez}c8`%C-}Xr_poM2qEy2sjxTU(5MU{xtLOv#Kle0_TZ2b`S zLew7SEq}{}(5-NG_amWuc*v^8lr3AJ%AE8z{MEnt95!^FHWfZQ9&Ap4f+QP0gJC9ffX*9-E+@y7ppOa%!O|+)^2deW~(_d5C}yhXPKV{Nb*?1(9MMoHEKf z{u{#%_!BBoP??%V)u^h1Efm?OI50*%VZ*K>7njdzec3lYNra+0B;OaP`zyU`Hc9A8 z1zk1tybHf%ihR;sqZ=nFG~JP; z)qd6i_Sm}GHSqgJ&a!>${o<0y(c!eVPL?v=A5L8o>` zay?7=oKOJL3t=3Fp;H3C8a%JD8H#ikrN1@9tr=MM+<67XDiubQ?iRXe!sgv0Kpe+| zvJ{nxh9CF+JkU(<>^hTBiag-{jE{7t)`+WZ_Bk@QZLW3eC6=yG*V?!;cpjiv zaHHFPIlh1-B{Za9FI44KKw@;g5IarV9E0+=ko)STGSrp(rHjfuit+^g9T6>TdV1uo zd~p?mbDJdB8D|}cq$-Abqx=2;OA>}i@%rV#>#;v$WZMcBEqW)nShRA7kH{DyYE>EB zH@so&Y8^&pFfq4oEp1Qcncub{Dp_=Ef-K@~Z1_4%=rHlhZK9e>om$mdcSuukv0^D+ zebvgFvFygxXK(qbi|`4Y0QC_Qv~@Ua({?rLKzDdyj0qiAW0jc%tgRn8>~s&e zwu!INIH~`2r&Tp~Ezw#zF}qbVTIyrC&km2abNPXOVda{ld-b=o>Eqw|$idcM;od0| zI{s1?YYbAm^F;#a`hV)xOTlc|sQ~AeNFBWsnN)}lfihP3WYe^;-|xDT?(z`lB!=lo zK9zYu7D8MT9)BD_e`5z9Kt`<~0!0h8O}JNMX?OoCw7<8syu6eEj^L7G*+~O8KBk7D zCuDXRIUP5?>4vdN*eZfC%>xF~#24<=KOY56l^7I#ARx5}A8R8)dAY?6oDCeUW=5nh zB)#W@E({KvTzq{%z1|fHs{HX-vUF%96caHBbH~wht(6mcAkg~?kOVz_jKhA{>1Pum zoAwsv8|8q;B|ffOuh*D-eZ|BE=4Io(zL;c;T4yQ4*a!q z&*q30vyAtdv98b);Abvb-^r{XXndPxPRL~kN^OMBApX)KWeO{x7zq2D_f9TRTfKFR zl5df}kogD4oXYIt^q*wnIj3bj#-fcuwpU&MnLK%)Ro}OcNr(380@N4@Q9+HJ?X&7e zq84ul$x#E>cvVKq$+HYgE+rAZ`8uUL+-zM&EWC4t@L%b=fZ7z^bN86Xmd+cu(j`lc z^H$r6IQgo5=p$Uu@?g)0BJK*xJrItpNiM}$k9t;@D~&--mxMRXxpL&Lo3We{BEFXq zEui;lBUL|(A2B~RvpkWgRG|I-(waN}^P+~A(b8=zfY)_;i*L{O5OKGU&ZTAa9&ZBI zk<@>Y#uq;hpcOoEnv4c_f-YLTd>aO(aQ^dXsp}58#v9?tm44JP4~ej5E5N;EbZ_J8 zd2_CXVWrix-}n*IV{q)#;eF4YDRKE7>=!OX8Ovs7IYD6QA1MI{Ijres;#3YX`}=Bx zMYcamim2i{ICoMN`ti1Z9&k(BzwLK5_B48n531C=05|BGKLbFE&04-FpZuPfh$Td+ z7t<9Q-v##~qN&ArXYDAdZ)Ex3g{>>^d3$_eohFu-mBX`Ka*aHff0b@51D8Cw9;4`Ld=IUF&*rUVo=87K?!xzm-2Lj+F-<6G-xLCvdoS z3A@_P4m}11B}Kfud}~qomf~a^kl~LcHFouC05D7a)4qN>G228ehxn|Hb5u~IMM)t_ zs6$PDe=~IHNS7uM^23iowJ-vuVK%l$3tePy-+@)+kI4BJ%zeE*-{}uGF$0%5&kc+_ zmEgr6&RUWAw4Zk*1)Hc(2e5~S82zoIe?vD`;-!38Q|Cn1vdnvO9f8q^EACILXHP{(l*id<66dxL?~AUW!?l$$F}3yxRI5(& zRKNm6FX+D4pggCsnKQ^&A=;kLe9SOhJ~hlyrc7AaW-~PnZ*_i)jjD*YGN`u9Y3~Ah zSN}zDo=c6RwGJXNOo#PqAcc<s#EMdu+Pd4%%bORHJ3D94_h%40i;4i6wQqpRS9JaPyVzJ$3SEYpdIP zo44e*6h1D4FL@hWGlxl1PuZJ77YwF+``Cl&=ae|r$lhIs!u#Ug&{BBnzW^$cTX1fH z=Q_p;VeHEK-NqEoE_ned6O8KEc);Sl>bR_b`hB>5`xT;{;zdaTT9r+!3)G*J0L70# z6={}lwXS8VfpkU|TwLzhlX{rCG)DDw%bOEcaBnCImm_5A;7mGq5yakNT;5_RBin91 zyYt3-sF!;_4a4@=F-RBu%K(!u1sx5mYq(M~CGfIr!A2>`&6-fop=^>YWbH9T?t_ zzLV$^Y91yimw8`V5-vg5_1Z9mn|qc(=SZwh=xYhU`UR3}cF&DTxIRtyXNMN;SLO0i z-9r7upZ<2dI1Nv5A5Y~y3zpdWplKSOXWCER0mTEz-;;VIxF~D70{}_zU0-fBiMn5M zipozviMSew6ixGkTy^1K(?uNm7BrmFIa)Vydo+{9DK&6RLmieJI6W?%{c>s=^PIRe z-$KXE|7JiHuC7%sR!z4|(yDdSBkruYYkgfEQxw^!c_%dmOZrCrOEoB9>j4gP<`Qea zvCpqUvEu@3pmy9v_yJI?WPo4j4RcM{R1GVMl)M7@h>FG9)R?g~eUjq?H|ze*@?|M4 z&+!p_m+=#gWoTtKU+bc_rq-XtKK!g3rm5A-V99;5MrF!0o1zM}zPS=>sC5aI9=5GJ z_UV=S-CkaEb}uOcr(CKdsp@#wD0W{+OgB%|a}Mc~NgrOJAAslgm8U(+3s23rYPjnl zOGwrYc+s-a>ut>?hV-wX_fNV%3*|lPl&QzBuFZp3tEt_8XknE~8O^8vG!E@dAVu8= zfYGh@g(wRmbzM_n@G}LsI9Z#lhM$svektjei68G2PCEk5sG!n!C|H;M5FmU$@*By`|mUdPlvbs(fGX0qMH6Xp$Fw!M?GWy_de9HK(Aq(%aHEKtXcs zsBdA_Acy#lCnJ+%Pq?s9p-IrThsq0shZ@d%254MEm6e3&1e^;kXO-sluZY_QulF1snJ~ z*cJ)chE_@QD2v12$1$+DUeqZe*K{+;`tk#u_dLV7^~wS1f$m=g4|5g{^Bp7H*V3{I zSo89`-4uKVRt-GDI&NE#)GtB%{yCPDZy%9=)8W9bH&bBWrdz4j^bp+&kub1(;|mnY zmS5t99uNW8L1=Zy@&7UW#UQdH@Ysq6T+$OW<{LOie8Yx;l0~sK-q(Q|>bz-$2R_Fe zS^pzacy^4KF#SWNCvxu%uM(En@}3>Ky2UwAxOLz#*YdU{wEmf!z~p|%8wo;q_P*Z+ zzNP5&HuW@m$>h=5Ex7SGoAAvHJ$JnLjJy(h0$lt`Ojrzg z^gd(mclXviKnB$HnWHK`eZYzctuXaMOn-F`V7&nZQ1H?a>(T}f#mbA3FKV`Y^l;wq z8vsiaOMk>dsRLJT$yn!62g_3++K(Bh1QObWc6WVs*xar~{$(yPAx z{{lH4yWxRz-LKtLUI6=Nq6#7Ak6$y)=mk8y_ZKzJo<52GO63R%S3Hd;p?-pWC;gd& zUbHubcu#$|PD4!3eFE(OM#0P+KjW+9PO6iF@tcEfp_vcos}naTupY0`Gfb&^?!eJ0 ztscW*IQ1eh%*p|PM%FdN3&McXGY9xKp#M5iYm?=o>n`|1H%I`akgrIH*&nzX`u=~f z7KWr%{@;%Oy9;7`1B?!3B03XzD4vRNGNS0ReX6!9X;M&*G^zZK|Nr!O$7I$DhI?Ow z?5VE_b}dyhFCi@(W8i-eAf~9h1>A6Xjl5qsTM(lD5gN&O4a@%WXrm9hOI&Y4`Q2|d zMS9R6Jee^no)7eFqbIRm$hXQPv!lf1wb_?>Yip07Qdfhk+uk@!YMZ9|bNn3-jCyZ8BV0K!jv+S6;n->e(3HiD{kG8* zrko4^9a<67WirY)HicmdHnc31fli!%3PMj4ZDl@ED(Q41 z&4TSiFlI1}t){Fyls13!Eq7SmH$;Lq_{k$LK93a>)5=L2bSq^Nrg16oWDjX=f?=2- zTx)=E^WKK|6-#~`oh*T*CxIjx-}Ds2-uAoAO` z1@nIB1&T@!5b=c3hHDNxRdYmIty$!RadYCr5brUw!9m6b1z$SOKBWaUq=ZWZrC=$6@-t-c%ct}-{WW3y`woOU!UK&Yh&zL!%k2p49JYxQE98#1 zt(d|dAR*0lK938ziG$--%4$~5j2IOnA26-j;bHyhvG+OXn zdoj-ZPQt;hw^JL{?2zZ~9V7$vto^sHgwKWHsH;LVODGP-;A*M;cU3?2cj}jQnZcNs zo55*SyP!9;vG4+tAy$GAEE5wpOCEKcb*32y5Phoz#q04UO|O;XInQ*3i#PFK(+ZxVc)mVMy-9 zVUla>%a15F`yv|`G}}MzA7f7I+eELhS&hdT)HdA{Ly1Anjh1F9&8n7&(@Z%fSbY(> ztE4Go+$a3WFgFXxdtAZh`%*O1opQ58o11rA=hVSvs?(#Mv!A{%y4+;N8J*GuARc`> zZychQr6aBRouB?#$JpWCaO&d=*Mgf=@ON`hKQ^YQr?DVaj06qQYb;L3(Nap&nV>aH zEo3lQ75_N0W>s(LCh2pr|56%rkOoDVxf)^@*_Rpr2#MbLb+E zCeu!!1C$bW+BZaK<;9tQ`zMV6Zc+E?C%@~MQ0b-!Ugbv2DDTEup!LVjw^2s3H`Yz` zcWqbm$9O`fSdZ*D8I|lY)i`(4hZ{o{R=}p7S9!R6QR6LRw@(_<%WqHPunanIKlK=b zrksXHi2HbD5JVi1nvU2Vae_HBA3GBQa3cc!oD)0L;2uYOE~nsBAS*_TP*r?E~D1fL~fx! zW6YUBj$B^)o2kF6Ma`|V8SxxSFOF{>Rhc6C4WHH%DY&BT;yC{STpWI!!xlc-VLQI#WrQ*>&;Lg=53jo%EPN6IBQBN_e_DMI;qVr(TrWJ1eLVdIjzf? zQH0tlRk8umn~^}(J|-=udO2u7&(mQ&NtQl>rIL^MX81A zhb_gQoJgtGX$)Xb*Poz7O`z^g2?hmKV$Tm%X_}PqW$8+huU(Q#d9~neZ%b05IJJkm zpx2X4DZ{OQk$t5hT2yhd!;pc}i|3888vG1G_;MVv4HC&bLIF~_>@2fNJm zv?c57k$)h^8V=kjTcf`7w^auWSJ>V8uk12=cMl%{3+;?xz}} z8G3pK00oLc@A+0@fkGYds@f$xV@V(LhDsb*GN`i|Dlm8cY&}Ra%e1Z>g`pK}cbNem zxN3QGt&~@Og!YDn&I5V05y-aGN!M_RFcN2yYh(D^R&Bu``8(!qJmF_&7-1=?jMT;> z*53&ri{`u;y5Mh2Duptkt;^(gIBV4BNM!oo{E@NLfnAa3PJd1uv$zzoActf;JG=~G z1+<1Bqax=NiCy$Le3=T?g%`=c5;!Ws9-w?hg6i5+^`hiaR4BQXbFQSVT`DCgxdVaO zSJEUh7j#pT;pT*+)T8uCJy{}zq0*KT1VvaSJVhL-jFRw*upBiED?ErUNm5Su-Sw`qeu$hOQ79$yI2?pJVtu+dQOG?0Ucv3_Qi z;w9TC^q4U;KlAWC$$@y{NkQEM4I-?!AiY`P1Cja=c`mTtlB`fV!IJx)yv-n>Oz~l8 zqk}ok%~K~}s2DRxtc~Uv8_+K}VYTjpfZrp_=5XX{p_1DJ3;dXa6KmF@p+BcCnbzT$F9I{)UB*Ml8T% zFk_FMKe;oOmr+(>dDE8#nfR{Z|C>EoywSP)SH#ymq9CVWn~#;5Tlme-s^|)N-i@qz zIQ84!`;=vekA+W332C7h{r;gY84w)|BH%r``~aLr5a3Zrj8lq_M-bhb5dT^)2u_a9 zcPHBBVu9@pfZ#`k%Fq9aD(YF8Jcz@-{sMIWVpjKilN^(@JOO{0pSXa)b%TMrEUWOX zu#)=s9QUZWq~=#%L1_gA`T>H#$HL0Oj;IYa4oziAa;YecC(waK`!MZ%4OqvPTThk`0@bV8v%zr@2cR|Zx4FzY2d1pW8b>a}a4LcXu~(A4+S=h`bf8horM>ssw58uo&qUi$AzE-$_d*YrZ7rNoTeofUx5-~BxdX|XyXmN z4bwgl?}FC@e-)Q|SkS?775R3UdMo3NAqZKRD0L`z!|e|c5JdhWbcMc=_~!3G2I3fn z)7{9wGxj0X54Im5zR>gMJm zMvr<8i?1IPitG#ng=8{70?Pdp?7tiFIdj9{&w@t&8Ysr)?twtMzQtq*Gm@}Nv|8-i zKeujs(cBaU0uk}Sf`{3GNg(*D!Naz|ByjvE@W|4EVifK)&`4Y04L)}d{xPmhlU61h8I0^)oFj>Hx$M(V5$hQA6L$q#gf;noL1!W`HqboK_t z7d*JP*7p~jK`;_O2glC~3Z-&}fdC*a1r6H+lMwJTz#<<9Ot_r6q3{{OBjJF~$lUx; zNY_E3G16plQS>EzDpC*NNTETYOwL&#_@u$Z{y<`IB)g#D)i(T>xd(1{NTiRTVPhZ) z1U_ld_sIrAZhSB#te{XZ?qyRl7u+9lxhAR3dO#o?z9e`g&436PJ||ctfNWr&-&q+X zvU^}3(%C!lEi_T71onnz{=^#loO=@nhysRx5Ijr@Y(V3-heQ$riCh{e#^&CJK#~P2 zCuX9t_rx&|VTM7ngfs*bcA+hVQ6&pQpjVBk|2O)qLEt0Mq*&bekVu)qVieBaF!+XG zk!V3E21y;Ok>#7)Yen zfnwM>a_$%261Kkd)96CdJZByj1SWDy&`6#E5=3r$=?17ulV=9kw?+S=OJA3@mm&YuBB`1Sc)FO)KVOqusm)N;gY)PeJ3Bj* zTu%BX4L4}pIhTqj5hTiH(W>^^FsN_^%?6(dqQRy)vv4YrXib>?q~?iIh~-jh&EjbX9|R)U>)+ay@vkbl;xW z1N9Uh5FfEH;7$mB$h>ZEW+o>m=jBy}0X?{ot`BCm#4vhQS=YUu@>|vfnbWH?jo6u! zjEPA}ARR8M_iD-_aOm$j6e^W}?l6!_!^N#D zQjeHtv!|Vc(952fV}IJ%Vc|m`xF80K_widn9xy=+tQJ?$tTjN8JBuYjrNPt<$v|bn zVc_&b;FQrWUy9=t!PR9b3z13ZEyw}>f#qE}ir^4q6eF_M=_2DD?iAGJD&11FJos_L zEa9&XAmqza>@~`|)JM!NNJsa}T#=AGnSax&mJE~=N)tX&K2;PlWb1weS1TyanjGTS z=~e0*>ZoHJOXh1;=Yu^ct1t$+wNxi@xp;Gr3&U;^{Vp7RCN@AfiWKM2diVpFneoF+ zw~$bur6_@MKxO0&rEzG4=yCqeIK8n`$NIK(;ZK);3t^6{Dq-3jl}MYgxctC_ zQim)KpBm^u$TuEQP92r4Dklekm+rJFKxRg`{pDSlP@z#x3sH@4Q}1r<;Et`Y#|zKv zYA9!@MTL8`Xc^C4zHC~@)f=?^L11O`KqmDjFDne>rml+}RY=<>triF`52YXY&dAae zjvZhQuaEw=n#B4Yu3D^afDpd0P^RBo4F(dkDJ2VrCGoLP2S?4Y&wdIh07XA!89XGp zNmUo%Q3Se2q$ovhN{1{%whCALWJ|+qk~;| z=)OQb+pFg?tWw^w(0OMZ_n7VIR+hGW<}o1v=Ux5dKcuA@>Z++7}zes*)i@2#-sz^kW()=>VM%u<&UbzmFsxCDa~Lw(c+1l|RMNr8GcHi_ zqCKqERvO9Q;ukmvqoJNl>)g5_;{CPM&c9ayX!4btTX)7E=D%wZM|T+V;3$=*-?}c* z;3Y(Z(NYO_DE|RlYIgXY$fV|5sd#fUqNZmxFve z)JC02;*=9h>+6fdj&YUil#L^H$4pH41$av;#|y4a6lZ1^%${%Uy7P_vg8$u;nXX(t!ga;}A^^x?B$F zG=4cW&d5DuLA-+-ZRU#4clUSXmHRESAhQYAeLoH}0{?1wP!dd14hO1YX-zD+n3v8$zV zwz9W&Uvm)t@Ec(rWt~n-n(Tdo2WbXzMwInG^dmc!G|TFKXH>MwtI5280_D#^NH)`5|1Vs($|h%W2=OhSGuigD>qug$pGQOvtUC zK%O^(v;<$Iv}g5eo{O-gLHvg$F7r?QLNe(-U)NbEXq?CZa72rt@uS#h?P_dUkCsjC ztYSRgw5=I9T%J-9AULb`%!Wjcu|;go{Y?s0beq@G*mdNNTG67ml`~Kny?MjOytiqU@7HW`qz}!uVTT(gd`R{ zwf!k*6a{#{i$-RTUsfKZ5Hsyf zj^e&x*_iM!@BrUd24;LD)@+a2parqay9J-myog4Xa>Hvr^z269GiqTw$DOw}(X123 zYNb+_C8&xVLKFskU^B!=6HnrdZcW(5zQ4fY*1kEMpp-oOmk z6hv=e%x3N@t4zUz{O2yb`joo7g8i9>P$_HE^-XTk;(`6K-?VWSqVA#UOciOoPq7;9 zSqC?!L01J)`eGwtzq~$q!i@Jp%kon=E`OlZIL1Y>K7O{!sl#2!$4?bYm5wT6le64` z4W=^X0~@6~{t`Wyh>D1ojf%t}Ob9vrI{F)jnS!5+kyF=FJ}r+zHzCHr&rWVBy8h?h z@9>-kUtK_T?DJ}O-&BgH%!d(aftLmB7L@bXBL-J@OdejjpmHfD8A$e{Bm>*mf6P$} z5wf!bvahFd_o^1-CZXc}`5IdMupJB?FoU0+@9Q6G-5hb3SJ5a#`A~e~)sIP2{Tn0$ zkMV+}2sZSxnJ2mt3G9FWablDU*;$IoEaZB%&*}pFZSnkWFHQxDaMvc6H4k4u^5 z%4m>>6xmtgOE2H5Zs*lmYcii*7V-;~SLgZbXfI>-!vVqvZ;gL%evI17M2I&#*K^guD7ZiC^*>T3 zD)CD!Afn*Tp#8eu@J)6V>M2yAl0r7?g0>aQHGjo$W-g@$B`D;dx`NwnhC91XZA%ng zfS+{nJxDZbYzvL2+fXVLn~A@0t6*n1l@-t$O;?FLY4z9qME~vcCS@2+ORPC_uE$vMLQCIaq? z!5Q7AznBR=aaeg;zC-bFKCs7fr3Jh*t zBrU06)y6eim$_nC0DVmr!f_08u46J~nLC~Y$T^lhuOG^sx<$Bv(TcsW$r$=I)Ep3~B{ z?D{1sH5GpW7XwCI~tWgKGzo6(j9 zC4reoEnAy5SLK1eZ&3n^C?@@r8tgx$9)Jyz;2L8;YkowNk`JlsYAT-+afe(3Qo&wU zX1aLqKooe~jt=^Qyi_(?OaS>zS}Nw)av_Zp>jUG3eXp;J<|B66@@a%kAVSlo36#KB z>K(3zG-@Zgxs{*D(cNcZ0p#dzE;T+Qg|@ZY`$Le_AO# zV(!~`&J$*^Pmap-v8WYe{9Q2z9>u-himLw!JIc4Gm|d3SBN=jtX@JRT$pk+ZW* zVv3%X-#@dLE{ooy(rd|h`S?79aOyr*_*eD;5|}Q+-0kfHWu-4`aIg67_{8{67wor2 zGQ6wtoWmJh zF*RMU@~B_S0DiLv*^C?i^3>$oDEb+Cfw^|voy6Bo)Z~Zut)vJl zs?sp_7@)EfcfM!ib1G+WSKVYK_j?(ct1ZdU*wyG1*yevprvB&0ik{ZPaG0WHkL&Ku z_%WOb*Aew>f3;%KwPY8mQ|%BxAF&U!Q=6!;Ofr~soBsVX0k_TQ`}(MbLru&}{^L+& zq<$vO>|jAQ;bOm!+Q{#*%!Ajv;5B$}>0DmIu5d3f-Z7wcv6)eT;!{z3;!58jrV zc@W{;d%X~>sS;C2r3$e#-B)*tY8@o$vM zlwiFxMC#&tU%Z@dUyns_Ur0K)$=$&Lq!cE{=1=E9rA$e7p!~w8(cT9UQi7oc4IX`=;su zqD~EVf|-p22co^O+LSd|RM5DxFsR4U0YocS5DJ_Zxh~xv`TQQ*--7zFkyC!%D+K(Z2lGF_=i zq!DsE5@3101hsYiH^TcL%}bY#=tt2bkd;oRcX^pL8PZ8xch>3SdUciXFH5-kduWx= zm#8D7+v5X2p;+DwDeXp|;Z^~A7s*XIy-<7Zc!AW@J9^HShhV%D_3Ee%qM14(4H^bI zVsD1kt7p4{l4xtAGv_+I1{3!^JZ(6Aoww<-co&o7X`;c984v#@q7Ig8ypxw+05;Za z&C^<7t@0uFbJrF0D`C(6Y`NRX(2|)0RXm>{WMi23%BQJ(4nmi}bvhf!0!`hqu=i|8 z(N3{)caBvfRJKpW=GQlYE_2^-bKV`d$5=wfWHr!~_EeW_Jg|HDJlmy(Dr8{G$M{g( z(kGfyuypTuxgGtKTd!gc4_EpCtj6ptw#5=JUI!|<_Qw}RUmyey3C>92IpKeY{y6Nv zsj6gDdgNrwoBi{_DrG_?$wuwkH;oY`JE=anf9q!YY;A?mE6Q5qqj*tXBp|2iN9F{} zrBJ?{N!G}BOXi`F>U6y&|3q~A%` zO(s^PDWdxA}K2&LpLEzN>{4eqlh1K9UM63zn2$$cy`E<8HSm z{|ct9kLMeUZ^ExdrXRXK1Lx{5nW-$Zlb>ek1~k(i5BN3zzH>jmP9y2ak)>`Cgigrl zSG6i};RAP%Gun*#z73N*z(98l`YW1!afzP5Nn`!xGGuY=T_*hC+5w7`NmXm6AV^s2YFQ{kUW+`9OSX@&RqW7 zAbQW2T!(=rzjR;qR?RNT!g=^Wa+RKkj!NuyGPye{gorD9F_bU2r={(_Y`5k;G7GT*uAn1ymwq6-kDJJdd0qi;l??Fd%Y#|mz|I@)?c=I6sA`NonO z(2H7DNHd%7W#yWRiemIo_-F|RoA-RxTGyVi(VG1DY8G|0Qqt|Hhr@yM#b5)zfayb0q((rx6mI$80nO=e z!^P=A!Yjbti|v;Ck|jgGoi5~5ptR%fpATQSc zqV4TztV9jH36At&1)HS9CucJbE+fCoHq}#ZE%=HbFn+(dhwfN;s1g{uuj1eG@&>up zkg#0*9pl1bae$YbxVUwHKQmFV-$e&Ok zldel7C~(9zykzY9-`xZp(#ZWU`4{<$$||x(|Eu-jK|FKUjuZ9&c=jG}{AF6(CoY6) z%-0Q90SYuMkbE1*>L$N%GcK`Et1wu*LDc%jUUur)US1#)ejua>E^F1^^^vcP631Z@ zgP?3v!KNL_w@Agl$Y+snf>b%sj(P+Px(NidsEH${h|2yPfgfh zu+|aE$;Di3`Q2IFWS{p%r+D0q1$~hWgyf=YH~H^b0u!~C&W942ifPA!c|}{D!B&1D zkVPNClMk{#BUlh}x_Mcm3g7!glt8;ZuCxA1ob>8#>vgc%Np|BtT7%MilUG*;_DHfg z-kE9#UEj69xANSt|{gY3UV$gcaRpS znQY>Gu5r{ipV_r8E1@{qN$~-lnc2FbTRGEbZ<6nPL9zz2Xw&*JAs)_;3QbyvRrJD> zdB!4G@x9vzE90_J-`3qwr=%oZd}P>cu{mKQ3pQ{vBs%De{hQbcoLx8^Iwq!oju#sX ztNR9`nxRDkpW4Ko__n3>a`~v!&giDX_55m79?>R-QqX=CeFn?;#6U#}&DKFm|9Eo9 z>qH0VW9>trow0+XIj^{!qQQxSuRFV4Y)P#d#`&et|Yx| zyGh-)^A@)e2CLcb!O7k#?^Y0itJ%S#Rqvs!yz&`~?{_<9ce`MvQumCRzr zZsLTm;Nldi(+D@Ccu9I$#~QaQvC5CFebb@z4;LdZN8dgF^{wT_GZFefW%qc^#0aU~ z;fT+;zSCgdkp5+JP2auu&;zv}g0oDE1_+(Z%lq}bBW85aTkgy9$UIDBX$9jI^d?e+u-o7^3ciVjw6SZ zlBHyd%lValXRFE~P2Xc=bLC}P!Kc=~Jq>gJ>ih2ozf>Z&@F%u9!z}SoncUnW!i!}0 zLIdwZC3DNS<0gW)liGJ+EW5psuq{F8b-RyC%ZHo7FUq9=m#bQk5^nYW^A(8IgRWww zh0Wtn&^ehOrw;M!t{tV{gWv4la*?FDfIpAIOyPO3i+ru2>1ZaFI@^H&-?LJ~F{Q#Y zx%H(Ij+O#h!~RyU7mLw}9r*~JN9W&_s;VD0b zPsa2#Rkpex>R2dPCq#XKs~;7f>c(MM8U6?6Bl|b&GmEl>kXWx1tKZFs_xAI1EUXS$ z%x)oG{@;8jW3+F(CqiD(^x7``x!+0*R^sZd1>zWgPbF1^g^gsL-5vQ=t!YT=YQ)?Y z;H3YzRJ}{bI{|MpS5F-U0`G;jgGcYYX?u7sYG?ZkS3XCjGeeM)9ZsC>X(#>xLIYMtG8*Fi=3S$fSa z2QsFA?|BRa6i!@lvIj#*=$8CSI9ZSGTdpYOY_ zalE24@`$s*-aF5EH+ahT$p+ugu2R^$Qj*I6Dc0&uGA%di^XMsoa`HcI7iqAIt%+d_ z>ST6gZ5w{Wb$`!#hob+Cum##|K4sNDsjzJK7Q>`hY~;r$3tb9!z8uF^Z6=i;-YE`6 zq7nj!%O%V;jl(BP0Zm)N1rR6Gm6~=*f z!ZW!pOKqw!SbHvTY{ULDak6^Z?C|_)bIp!ep}gstS6_>cEljS0Lb6=orw@~VE$oZX zr_&~s1SeaZPpllw9LYwppQxJ517L%oVL6yN|EEg{aB^|*Ff+-T*;}|;vV3LXWM^Y% z7ZgNAc5!t!GqOWP_RKi-L-1AYf4=8CIE5t3QJPA-_r@!7e&NlPN@7RMg{y5w`tdCo zDmP^6k0w;Kam#&7M?kBVVh|2aoACuIlYW){pP0o+kxq+=HrQO+2jHVCd-JW+FX4cH zvi)WP@Yx^ZVY9%6`6eueODwCZ^k2F`>!qw8uNB1uhSny{5J>{w^nWZ7^;=9>!7GCb zBgZ~FDzFb&;WyKzdDi-SJwCe@?R~_dbDm9{PWPs zwN-_&k22J{^4zVmW0JqD&t{8N{cz(*obQU#1GdCF5qF6+5hQp0GELuo!EJNnI<>Fy z)cc=>pJeiub&l~=)fVQzC&qbtp!ZNumg#m@CsUeyJwEy3kgZWyaNX*{`Gc~;ntJ45 zyedP(W%ds&n^fco)$w|@qi}CLCw;}>oo(C|3f>|^RQh}i#q>&~V{4UkjQG@llkf(X zM*tgz_Y(9mzQ_#ellR?d{N@jB&iBP%p=lxy!GANbL4-BAdS6JWYUpies}Rubk=HFu ztu08Jq+%No);spMv#Qv92d{a$ve?ni;OL%y?isHt9vJ`Sfu$~Z&?Si zqS9mYlkZq@S58)wKsPj@UOw9;f1dC2Lj*ddN2?Po6WpHNUBKUekEn;XN*wq{1S1BX~&xUb|U){`yAA! z)Y=&dpYh*Gv(4R0rJ8oT=*fGrP#DX$T#0MvqvYx;W^MVVyKI(?!UAV;8c=BmbYeZn z`(69Ek9Y!%UV1B$gZuNd#k;03tvgns#`R4&P&ElcP~a=z(|%q=K$*$FJy z3xj=H7wB9%|A))s@-I%7|6>fY=pFFfP)*ObCipy-o`he+S;~ zt7aQfGvb~vxM-?>TmCO4D^U$i`hIRD#)&yaqRj!;l~> zq5OY-t5~9657Mu1AXi$mA3SWA1Z;-T z!2dnzf9Ic0vN?@pJEQ+!%l*GsCZ5GrW?)8?LSPM0%^{k?sD`;x{*XKf1EH7%wo++(jNmx-J=SpT*NRk)JNkhq2r~%3b2hxfvhZOFv zh@Rp4WOU>UY<5m{_V@?BZQmvX91R3rw8&nkVEI(`paFa@fG(Q9)7{Iv=vHP}B5UiN zUs@uI@}A>9dPsDLVg;?f?YCePHV zyn7b(>w1p{-YecS-#gxaz30Ct`2Q42ki{0Q0sqFB%&Ei=Wr#X*94UgK8yHGb;*l$| zF3pG6CTGX^!9cE65Mgf|M1wcmXRE}78zxbsT8@DihSD#-t?ZQPsd$R55Mj~pvTc@N z&l)a3RYyC7ZHvqjoYo_|1wm9PpapS@GqEU}Mj9gnn6Do#AHJ^_=%QLTAB`;0{+rE( zAIIS_`dwS^Z!DG$)I{jK^I?w{o>-2JT|^(hSa{FcUJp_>-=v8 zd7RAoz~XzG1$)cLVwKKJwdZsX+|9xKWF}jiy}F&;-59}akzA&-{=QSPe3~Y!(Q9*! zNrWVT7fq<8`CoQ2Ur!?2Ym|{_=;sMicE_LURavR)tTS!g|Dy8SCJfVYTSmFx{s@~V zR3eQqIAW_Wbr9g_tAv=$6=&6+7XQw#&CKty2`#%^!msM+L98PqIubEGbBbe(aU}`I z#(iNXTwt5k|6A>2Fzm6UBkmQB;BC^GKX$$jI2_i5aGK!Fp)rTgw5IO*LC|J3C0)OWsBCSjrf+jr#y9(@p4BARlZXCBJXx@N1AXx!Eu;lLsrs1aPjD8?RL1N{MYt<*T~)t-+(Ev!FRtwZ@Rav z9M@6kcxCxwJiSdC$Uz_LVsguJ;Z}3o%rv-o~%x1bzuDfX%@-E19nJwW3`M z?y1(`K4?F}_dI88kLKz$$KTFJ`+2oO=S2yiOL)7a+TVhhVzc{{+H^D`+i+w7liF>A zY5Q)8Mvo)JS!t|Z$;7x04+7kJX-*RPIF)D3mN*Pm{M-V4=hNlhsqH$BODIl`yJ(`p za808$BYbImW9Jy^%0}FgLL#Lm*Eu;w2hs6rt+r`gBWdbM1NVG-wa+i6@(&^Pqh^6S zQrVCEMW=+4qiAkTcyqf=Cx2N0>G5~8=eo@H>@;GOkML=7v5g6(Qjo&nSg?X9VK3!{ zas0Xr)+woEbpBYN#Sq6IiYmF71}7krnkPbLL||b3UWl@A5Zo-7E~5_;ZJ@LC@`Ojp zRCm*fzLv`OE#N+GJ|4zsafMerYG?{!{O9uY~&cXwRdVs!^2gbL;cfk>5i?&#Yg28q7^-%a9dte z2|kD^G*;40i&Q1tYvk^GqWr<=^j_dRiG~vQ_NpAKfTgW3Zm%VSH|OQPbOpoQo^}f= zVpuX0Hctx^3Bzz$-y#RBS*_(ldTBHokXe1djZhbts+nX5D}aqMhJyW!)XKtbbm>+; z86du-akr)m@qXgK)%s^aATA<7se>{M?H-(}_pMS<<2P=JkyPO*!enn4Do#Czh#0aB zinBcXT18$7<(%2Nk!jjttgT4FEeFX}?g4AL9(hJA)0*Ec^4cDdRe|yQbpQjSW#$r_ zYJQ8L=cS-q|3`M$yqViLj+ygaju?O0Bd-1yzP$c83$XxN#AOJNwR6W-jPB87-1|Q# zN@;*O%Que3v2HJKRd=gfB#L0?TiM?h$SC-Jp|Md}VTFF-&CDuAMkUZWmTN9NIi1Ik zeOm&g+AT1%s;UOiz6jgL+7e~xtEz=~m0*$=3=u_q&VBzJM#H``^b{hY=D9#e67ri! zMp7lUX^d9kI91PlOd~Q`f+xiD7b|xWk7yQ6Svk+b^rEIO^J4D|mlU%2re%DnfI7BQ zEh}lkU&Pz?k-*YYWIiE^1m@%?GYoSx1=Iy!6^ZCT=CUpze%I{iXe-WWV@h8t%%P;$ zXP9F!gH%_2Ad?G3^a{=0)K3&cYF1AK0$`)iN+V1SE<2$05_1(s*eNU6r)!91icag} zXz}MahHmpf?d#2c-25@N^W0*LL0j*{ZA(P|P7lmZ3}tS^8RK9?y?aQ5Xy@DRjpPDJ zO0nvKZ#&S-*T2lhw(IFouw`$L7S8VlOIr2c5QQyw!!6yDI@Bn_gy+U7+_l;f{(4@t z3n9a2d(yLRA~BidZVAc3Tj@HDh|Vmc%s+`+ugW1*(M zm7-q+$rgUr=jxwintV~4pWdZ>!<#>qPHY3irw&-(#^3%AA^%D$9C@vPViqP=D2tcJ zDy{T1E7fx;uDUv}rCQ5gsf_NecV8&Mqw^*OoPq~~j*dAzdc`SMtpQ%9ujas^%&KRn zH>X(AkMt|eSMEfny1bL6;cBEy9KXh(K2;ql-!N=Xv8J~nw(|Vtxrf}B&-7w>tw2=E z$p!GGbquus5M!RPFkHcr?s*U?%CD8M&$Zb@YaOuE2|Fjur>N6HAx;_Pa3nGb5BvwP z3TbKD9=xA+Fct;IEb*!>*;*8(C*cMuB&u{6$5U;XD}KFsK2aUaj3{2K8X`uFpT-F5 zg*>z|=F%vOA}@5z(uv2-!`(L&ktKKQ2~Zb*F%gum89JKhHO*JnZ%@%YS2_VRmPInR zGxDpcFRz@>g9P4JP3oEALj6I51#P7vu2YV_OD7OCV z{`W_>tV^7yy-DUTCV%KC^Y&FPhj z`WPs!6N{Ddw8QBr&FPd%#DXyaHgHO1A3G(4jzv7&nQ{btN#g{;Oh|O3S1RrMPDw?l zl-Ku(a)6#iKD-7LrIe=`J`KXAWdVi9fw1Y6a>P0@y+FHkEFwtBm^}YHIk!JkhS0L8 zhJOQnRwvg97Y2P+H4eahOFS$RGoXB?nbrwsp!BAlRtcA-%mCdg=CuKs>)^vuu@KB7 zkgHNpu9yYo47i%!NQGQ29GjAt)<}(9D?A4DopxF{T#OPE9Hv1oAFfGh46dfZs1O5V z#(~6WFe=4TFmpk_X)wyg{=+n1$_>n*U~;=%J;%PCeW)& zcy=OpPM-qkwYU!*1o&3V^-3JypXc!JeAoB%pe_ z8olsPu%}|U9mrO#r${UkQ=gJlaoeBrT*WvNGd;0cBiskvtP|b_ZdM8B12^l1uY#M^ z!gat)1%2b7wSvBA&{|I49Z0vRuK}c+-!~7^E$mAK>E`zBfnLSKN5Rdi;WFT6&G2Z@ zKiBtQbPzkeQy}I6eT{JV9jII-*)|E5BH29&76&%0AC%mk1k0Jco&-zqKNT*DU993N zX>Ox{$eDZc`@c~@Y(t$^yWz&Sq}OhV?L`^u=Yivqt-ClO=_)rBboAq=HhZSmaFU zjMBQh~$ zlC@w)-5JW26>WYpgxEraWnoj{9c$lZ-?(KAAcC?TJX*LaO!kWjvSA#*MuXR->NJD)Ebt*gYhUCA*h-Qr_#E7?N z9Avv#Np@QSrz1QF!1^}k+MTS5{5+h@j&w_r4EP&9XC3iXz9h+PGM`zj47wSxz5U8G zVDTHi^?)#O?>gu{XUO=p+-g83Q|=wti)6E_Z%iPuDT1cY0iqiRGd{8x&%7B(-h+!q ztcP}xrllvUSt8jgwvK^sRjg;`2lTQ`Y#n{K?8hfGMO80u4mWGJK)G4@{-cX zY-irOm>hPez1FLBZr&Psa&FrC>&P9lnqqI(8f=9%JDzb$HQ`J#i>m7(FzY6}$g0SC8>*9Z@?{?Rjt?FmkZzb-N1A{!5VA`5QFFYtSP* zk@e{39&<;N|hY9Ov-?GrK2|LjS|Sz^fYT4jtC?n8M}`XaNMiz&{mECd8VkRb%J zvrl52Uxg`rG+J}Qv&g~DpV&@T*t1gZxX;^*LCC&WL_eQ8AM1X4bv{xlRx&kyVGkPa z2lukC;YB{QasQI(^<^>3$(02}eOa!j@yEbtkpxJDyOCD`@Xy90!m!PiLMlQAvQ))P zlJ{5rLntR_k#R0;ktKLs7sD1qrq0f_q_XQgTL1R3EP?D%Cq55IFNHXxj_p8p$JBko z*aWoaPAi+4QZ73zOX8PgmGeE@jJNpLBr7a<2;7Z5i9LutifY^(7z|`i%PPsn$zl)_ zOvD+Tel|lkLN-U`UM@&dL~VqHk_9r+RSk?&G`j$w5(@7OjQ)+ewFCi_nl z!Yl11(k06XS)kA-K`3AYVIwlb#)qpm_Kf6mHSVsliJZ;W0mk8H7wJ)b2Yfs7sl*%o zWd||O6&238r-(#=-!-9yjvs@rT&Ze3Tsyc^GSj%(7={Ws5{o3f-C>N89P zwq2%8iqFx$L{kY%r;~L4yGs7j8qGD4_=QBSQhwp|MzJJ=6O%iat^O&b9}Ac3$2}t_ z>K)@ooo0SNd3l4~!9xGSoJh6J-L{m>7Wo6rL(e$M+Kmlx&~lLTtFF$X<%Dz6dC^>> z&4yE>t*q9fmA;OCjjgt*rN|*`KPye|Jgc^4O)u%pDLedec)8I2VPE;7;1u&8w~O-p zYI$dE=Py~h-YIEa%aQ=E54g?phUQ`DRKx?CF^gA=cbV@9cRA20a|)|AVr@e`*)8^t zuPnS=|3n@rBPGhTm04(&^uYGo;fsJHnLPHCmK5MUn*TnYI44lY+}c}4B6xObhoF*C zCig5Ta!Fk?$8RcJA5kjVtB4z*<0xTwT21*Jm3LF-{F*ik_ZuT4 zn?KbbA|{}?kEUw1IZoL*vV%5(U(jzB0$!^%c1W0GOwL^`p!yBwDdJ-1k9q>N(gPFS;v{TP&9Ha_@Vr-CnYeAgB07|S&4xK zLILu7?Y7eRsC|8#_mL-u>0N^#PW3!{-0TwLn!5UhzeP!X(Hv15;sw0 z6q5|1B~mlGY>460rlEB5GGzR_=0DD;-cQk9ABaA_Plj=x@s}=4z)e6;z^4V&1vGRM z8gf)4Ya*3HCBcpc6#k^B{$vS-3yl&8*A4g@k}9H)!RpAlL7;VH48xC#!C6z9H?xF$&5h*O$D_R=+v!g_*wCD6nsR0Qnysj7aFMR zK>n|I_|VM(#D?6C@XVj_kv~Jj!!CD!HT=p9b%=fo`wZh3u<;Xj3gr;V6h=M=VTuGe zgm;Bw4RFmt`3uDhYZX9J4PEjRc?zi-X85P%SENIz?=VO|`M)6a!LS6tg~8_qNPUGt zMCb`n{Q3zIJ_w4JjM?;}QCi z^bze5_Yr;x{S>wn{vFyE&KK#Gof%E~Rfn89^(8(~#PFB{hqv<1B(JgLYG6s*aUPFeyxT_{QtE%1_VAaF@M1AcXqGg zrM$qn7#N;ui4XO#f2HcWGchH#KE%LiNLHz?B@iGyL#!Z}3$o z8HqiVuo%hU#EL>sUSTSfJz*laHHmXN(-qz8NZLDaL*NV$a3OT}4E7=wKU}2^+YVbn zYdjP3rJk~mu|8-aF62&lD=r$JxgU4xbU-uMFy~n##FjCVSd}_M^#rg(R{*r_#7O7W zpIQr?KP8ENbfR}2UBZT5@Y;U{6=y)ERMRAIRKrh_KO`(TCCnM;XZh0{!29|3xG@bh z<3F*J@I=X?wSS@n_SgR=w4&|A72$f6skM(&vM(@u)Rw2Wq^!uBuO9$(%{|rg%?p+E z(aHH#zlJJ?JGyjT09Ad1pd#)3%4Y$k||dVH7}jfDF~AwO6Pp*SCNwh7lWrIfAt^GmunXVOs?Gl%GulS#6o4qU@b$#Ps zByCAf;)%00^SryGc~miC*@gO6&y{QczN0?1@$X5oeO1au(MuHHK_Tw-wE9X2-_sYn zBK6)6A2;e7hr1U)Nr0d4(8&9f!q84V7X7%&qjJ{ZU!R_fb+gCjS8Rdk+NkZBx?5uP zV!R_t?^OLl3&j;X;%vzy4)0$Z1s>wx=T2^MVnPo&ZVs@;DK4)*jG}H(*)t&@4wd$U z={%{JmMW`EcB3o)(~?RRH2v_-DCaYrt%%u62V~LMoXBi%iNLm%&g$f|s$-KVS;`68 z=F0t#)EaBfLkGjeS=to%SxrJo4WC6Gfmr45?zG|TV*HPWBL4nTlYa+mV5f&-1Y{AB z;tnD>t>RV_5?qK^5kA??nM7!dPulVPA*$h<4WT8|C>{$$aknKK6n$#(&pKR%-qv+G_ga;eSk zBw936jfwy}P0oI=xnJ!nC@h?XT&$g4eNF$ePG{5tsvBcHG`0OFm0&o0y^r zurS%M(h?a=oscm+4EI*Sh-MVmt}@q0$);tD~_>@t+#)P zF(&FZo4ki2p0|j*hg>|5Hi(=7V+A&bnz)MBRq{6lIj5O%`RXYoBO_z!&#$^#h+O0m zGdDadB-;$wO!4>gMmb>rSlv9TZ&i+CC4Vb=z6W?#52TgDV+x$eQS9}-jg9|v8f-nb z@&=zDX2h{L{`Yrv?%PssQ7WP6Z_0IZnOGE#AKbV7!~zTx)3lTV+P@LAX=_auRefT2 zX=drJN<5FF#B9LQ=rM>mqUc>;2nnoNCAF~RIxmaA=%I(BZF*YbWbOYDqY6CWP0Rqx zeSiUz6Hp_iR-a}%r8X(KlT<|apP0CK;O6`|DdVq*Ul7V264F*GE4K=~#mHY-f(+VU zY-9tWme#9JU)jxWd;L}-q%J*l^52N9E+=&;KEFHLG@FiZN33CYvgx8IoIk5%3;xlI z5;|cz+NA5z36i0;0Ag57;3LbevI#^t9)1ASC_JzkzqCe?u#?t`P89B>jN*72=XF3q zX1E3dGltu{_^9xsJXmCA&IN80_+MrL!!GtHx1bFElGejb85eHj-LY^!I=P-Cflh0s z>8%$&*NY8dQ-+qjQinVju~=volvWZ!aE6}XN)x@qc6ZFqjO4_RWk1JaY9>+k3>Ls< z`;ru?u@d6ay22`>5p$--%gV=T+uiq+HblslGrMIKle>fN$KS^`=FZ(Vn-hL*prq00 zXA!|%WZc2BkXDgtSv)HgA^$-W^f0XS380XiJ|Yu8*wGd$uazc`oS_jlecq-@CB+c1 zgu27+&=#RKx$?5<`aQJ0Roh;NLIEtqC(Y5-HZBzPo7G2*+1)uMz^7=7$5!0IiujCn zxt2=Gd|qQL`t7T`lOMEFK`e~)o+wtyf^=1qM*QRHFpZquMXKFqpfs<6NsrZiMy)D4 zQJ|=OiqLpL?%UQkCBH!?LLo1cyBuh>WO;&B#Tg-9ZU(7Md+CVih>MMRZExV^fotP> z6;=i7RG?hRX}IPpb6cd%-0g?v$L_IOY$gXe1w91~mD;-y(zRCSr%7jqOKAUbKfQ#;a3r*U^FPGk8Bmr2@| z+8xn}b5+amE6UUtDbWCSJ1qbi{1c_{M~9u2jE_~qQuwzYj+-cj^?L#vZAWJ|GEZ@g z|4G^)p9N!L(m!OdQD|}I20v_XPVy%0kBvP6A2)s<7kn1j1cu);gI@b|>GBv+m68W! z{-=Z#pJ0D8_70!{#@G+D{^U!#(cz&WX3<{SkNM4gGTbe~p3Olc1-xXZt$bBVBp7lC zRYb~tBs!lKOrE$fDn>f}&PRXEHt>-Ny}sqYkZmSVlD^*uJD`<(B7A#p33ZnxJMN%q zB!1=U#%6YQ7Q**}yZ=P|prj$YBP~m$_J4|P$QKvyj{gUBK#IQfNeFGuO(+#B1y2MjxfJeZ)(LCBscIsvBu#@R{G+vr3v7zb&1 zf@2CjKkYVd7}E$ud|={*gW{qlxt}r^*}3~6FvM2Y$m(?9SDwa?vB0lUdeB}$;H=R= zbz9sPRt1T*xUCkq$mXxo3m(bh5}14qE4ty#`rf7Y$<+X_e;9TeXINpjLNc>H*1&cq@jEqhP zeo;?AFuY*ge^*|5le$qCz*@22s`JC+G0Sj%$Z&qh(0|JY9=5<(WylR9_Dl>9#B#As zF*0V>P%>*MnKkcY*1V5dL&*%ED@fJiwO|?;rb3}?s^t`J04mCWCyr%@t-!Y&O^rY{ z0S_dqplQDR%-GoJqBDo+h2S|(DDWh@7SKGd=(2_xe>^dzWQSAmOvjYeh)S!|NwE~s z1%9ZmUW7D*ehT3%LXSW1xhU#Jisc!8>4w|aUH$kcT03w0&ScZgOY&z#kZ*JD%RT|Jg$wUN62c6afZcS;1q; zORlIleXR5$3e?+(6ezchB~mE4Fukt1b+!4-jC(L=a>U7PJs{L>k06gqkISi z$BLZ!Sss6h$N7a?2Tb+ZRvbjtGteX&spqHsf0+At`4F%6S1=yTdVZ0{K@+{TFw+sI zOX;nK2OD^=(4t zf8YR6<{kcV^d=bbf`Jx>gs&|OL~jc^oTaxvf6L%5nM-fte*kwG$8J_NF7`2Q&kJr( z#0R{l@R0r#p2j2)s;Z9av`7z}Qt@`($HPOCeg;n;S0tT`!n&>y*5~IAUC0Jd+Au$s zKX^KJ4teUULL8$bND#eQXSm8AstyS1e;_42-ZgM=U5(x>^1SG@*g+~_wwT4L!8YNoq33c z9~HyR!Z1^09CWLFAav;GPCF6>hT$(kq1Dhk_F@q z<1qaIi3lEE5ROnLf@fe(f`Fuxf2`H-bOa@q$Y)5-=C#^=g&0;VdI(P%7ex7#iQsE>4Hq9y#K z4j64NW4$XD4%_nE18p9HAXv#S%YF-6;TrPB{9X}n@YbbkWE?0T$?voWENr(GB+r~T z9V1@NezLLW!QP91D~f=}f8!y8BjKO>N$vQivDC`%t|XoYxgiiwU^)`m_@!CuoGu95 zMhyG1ngv=RMpj5oD-_OFD4eab3S%ax4`9{UL6AZEH1K^I=Y5(e@M)sJr-AP~1yT|N z<^&SJJRF8|S2wayK#vvY@KLi9g?RI@E{vwKZe*c=E~!=^{ali7e^BRo?|x&x`(RE+gv-{x(0KEcl#QVK4e=GLFjqR9N2Bi#5^I&+~aoZqYA|F+XmFj959zCsq!)@^RDFt;{ ztRTaSWg}IRT9D7@_WtXQ_v@vg6Z*Mw7j7#b*l|sNV!Cm3tm3O*TCuGwLf*gmk!zds zRmBMiD8o2f*Y6u$c~z}x?tHv^95JO$_i4bC7}khAt*S^vf6x+#V~xYH#vxhakSuXX zmN*!1&VU6x)t-YM(v#L8OluIPHMXQRwxl%()9@KpOVD7fghX%*mr?bQGDb+5GcQ7@ zvh%ztD#k28YYKF7z+O4M0{Z1Bqp==w$cQ*3oN>Jfaf4~UP6I4Pmu9hA@~^`e5etmk zz|+<%u0PaLfAipYfnaz3`#n8UqNRNKwLNhwoB!TouI+L7MLO8JuE|$1^4Q-WefT^i z++V*uc;wKo%BE!@vlJ#?z4nK9t{A@isqK57xeKuGM;iMm4zRBd>%e}5Q1%H`Vm%9> zsfQ@nBSzIj)axP4^#HGv30Rj&w2Ba0&=NI_MUAGSe@0VL!&rn5A9$(+khGoHmBVv6 zM>Am8ba2q21s9a-%@%xcb~|1hjYXq{Y?!015uYn)<*2>3%9hoQ*A>_cvSX>H&DD3^ideXPeKt^A8Mj_< zV)Jtyf2*9Wnft!oG2ZS6;RR?7J#g$bwWF=!xnC7o4YDB}XUyjFBebRR6+>}|s``a`)+ccQlv?$Z2!P+)M zROFKBoMgrO(>b8YBI!t)cgwJ^8wPo|Ai!Use~TNM&ixco10(%$HJ%Qs>Ol$>&2eI&9b6zb@0SRhYWfrwNuZ#W@>?S zf2=J^$;IU%njBxY_iJNqJ4YKG9FT>qDYI&K@6xelk@V1xYqt+&8h6~cIypMfB+(Q> z(j3F3I>s96R@J)F!&hB<)o=#C`pVCZr|p4|T;{iXElemL_SLV-)URl)$+WEAy>jrD zkxH}EFL9zQSv->76ZU$m+so=!G^I1mf5W?>3N-^S|4T5>LfAo+8OS-91B(#%DJZo+ zvdf2ZO}zB%G@NI&1r`OonpaPQRN-v|?{i7vG{pEA?X{pvfVbes)AMD3`8=uMl8{vW zC8}~9DP$6$rBy-5L#PIVvi}QTDYASED|#eJt)YW)J`UphKA^Uf*tF`iH&x;Rf9O2| z(3=DxEdx+{1|TEhQ|>vjG=Bsv#_Sptb`1)<28CUN!mdGKe~J)bwgj_GxD__12d6MZ zhlC;bJSS07srm0@vLuz7h6lp3**wWwOQZh0g10WtO{jgH2WM`$`UeL()Y^!|Rt(>; zyzhp=Btk6+Qj=Fc@#MkwmVGDof0E$>QWyWa?(h|r6>D!BB^{+XV+eTQ?EtX|c34F$ z0-bL>g1g{r)P=_#c+`kjIPnS@cg|?e0X3j&mJ9E|M$Q7?a>`CQTIL^;brv;;v}9XF z3$9KdIC^Ys3?CaCOO7SoCyR&4=s4&|kszm_imaP2(oo0xWl*t+Mf7*kx$TMXA z3KqA-L!O{TPvO_$_zsc%3ME(c(vvIeiL#w#OuWf-p? zDjy10b7W~@0Vv~EU~TXZe=eM8Kkl4)@v#LNJwJY!kdTGeVk8z~qPv|EJPDsa=`m6H zw~6;jlPeJjR(Q;0{&5-?qXBbx%I1_i_G}XYFVNz@6F8r8kG=R3wk@ve zHekLXfF6A8J!QU+R&RkdumuZAu^_W>A&Ei@N#w5?QiukFWmc9P&F6+FgB0<2!zO~o zcTl_>^Etz^g=5K2e-huvw>8<}cxhfg`zJjQY2vYw&v7P(#7Q0S+XwRo_-(mg1HZmb z1+=xKtw=LRGp7g=<1jyAKMog*W{74mUd|Q!T}=&B_L?w}d576nx~6mHENGk+&ZgBB z(3;rq&;m}`Yl<+zWZqH0(I08)hP>?34f%CXrgP1BTmHXWe z&|hqoolW1F&bGyEjqdv4j;CK)(vk7vnc9)gbV%?9$!`R`p^ovkSVu#pi7j8Y7JoS0 z5Vz-_aaT6w`;zTda{e3kWDA@>*Iaswyq&7XmS9&y6pqPQY=&sb8F>4Jl(*GOctbO| z1%&af#Cw67f9e{dreX$Pa+KKti#21j=ob)OXW){|39tQv;uTQ`gCcINA>LDJ7Rej{KrG=n8tI?$5q(+pRzUT(95>y23$=OJw~Ke_#E!2gkNNIFa#%eYEI-$`!KU zB47brg=taO$R#2R7g`8wPOq2GnTBZDFkh+?Z7#kOC5>cl{l%dc0?xh`mS8^AbxG4%;MoVH|BBc&Woahx)7LfY+txk zQ5cq4)SXwrF#+m=f{t2{VAB6+g~Cp}Wj5#c;k#%a4uYri_p%ZUxmFgK=e*fW{w5O0 zPqBhivbey#uV&T3vgA*L-XOep<Vn`elnIm43hJ5C+= zf2lUWN5vYpTETocTD?QF5VVatV}OT*%LX~l8Gc7W9U5SdDWzd+HSBXtsoqhr6^y$d zwpb9J7hkYmLo;f~DNHT$O&z1B%r*Vj^pD)Jxwd}%vx8NeV}CB#5Z`DI2x4&6>XF1P zFWj|!<-IT5yll^!daHrFOL7aWx6Ipgf7Jt5Y&G|U@;~lfY4iIfzh+w?0i#$7TZe2L=HcVyjtB?8v~mf8CX_o9b)0PdxD2jt&qwME14 zI2XZ{*6Th+MA5g5(?nE6-&ua?E&QwC`f;pw{`y{1cv6PGS+_&2GpqLzo`i*S;DL2J z3MJ-$Qa1mpYw5;rS9QV*ZU*Ese|m#j8fHT~WbsCXN>zX1h;h zc(YNAH0Fq36>nbU!QJ34mtq^#y9^VXrYbA#OEXUs%^-{62rFjC48(ZOh}q+lAx`v6 zibX!C6-?pn^w|`QvS^}|9;EF{DaAL2Uxo^r*g~Ne$3d{Yo0Y;&PsCx=f8`H+fDt=s zvppcYLXsXNar*qX@VzuklQIK*1qqjM#JRt)A23vY3I0>?E(zbIIg`lcugmLMlhL60 zaN<`01-W1=3C;q>I0>e>=_s|WuqFU)Wt^noyT=r2+x&6>eVNq&;#Yz>@3%(g?;GY( zoe|)n$e$N(>*B49=vM8Zf13opb}4ohTEDBXRmK1%F6HzgW6Drj8LBnFzeFswWTMi} zk>2Qpce|h&qF75#Te8h?86C_|5!F<3=Ea8>>hp`M^P0N*N7Z?|O*hF%0f#eSVTk;l zR5)()SoCE6A%d|4oKC-miOPzWs|Kn!OhffAKsZD^2dd_}SvS z&xZoAEI(IE{KQx8;sT+9e|ig8q!H^!{wZjIUwh!8s%P+@0V;axCb@D4j4I@|QYvbm zDaVz5zJP@^6aZ@F+^VkIE*h<5w>vUbGn{-A0)WGhxukOBCe=ZuQPsQ$j{6zRN;Cqe;sd{7t=oLeyfr+7n>GJY6g;TFZJtuhTVa9Q zTy!KKsleUQcFPZMy6NQ2P3;GNc+(Bj`*X*Fy*I91yRR=Cf9M0RH}wYz-);Z%z7-vx z{^{WZFW$SN{+?Csei>U8;Q{PlgRE!I=d z09%w{S!@&15c+@^h2KJhxvSwfCyD_*pM+rBw=RJ%6c222dbUtY2HHU@AcN!VNn{@T zRvsRDT!F{Rt*4Xom1AxGU8Zsj_y{YRi;VURZQ{gzf8#4diGu?-o!nQnou#ZUwB*J% zlPUl2MJp}`uQ&IH*4uoxs^-?PBhvAipB+B%GhoS2KYwW1%~!9BRJGaYGNNzok!yfe zKfh}I7nG*KhG&ZK_5{inZ{Id7_O-6q-Fr@wLWANA_Jf=Txs$ z$iU8~e_;-m{SOo#EXhXkH3b|Q$iAy+$6mg?8@o(-x0sDN03;hxckcvw?VVREB zMr%!8_&r3J3Aid_PM>W#?_H)#ZUydJJQ0wpB|-vz-H0YIO3nZ@Xx|(HN!0^Kv#768 z$tGLQE2z5!`)dpA#=`VItrkpACqGOt{DWF4aj|jh=Y}&I`&Dh~m)EY}-%~!ctj2^s*E9M=^H3(1tB@wf21Wro9k-h)0mRtj?g_(ot>k(7f9>aBrIT{Q52h6K$$X`g{_sL)i`kSvtG5K5 zF29w{pDm<9#5rhd@;7C{i?oh8aH2#|dl+5wB} zaM(a9lrwM+@1$L)DPjuD-XiM?MuaWBwMy+6oWA&Hbrx|eXP1rtE zE7hkAJl0fQ&8KJZw{nIi-XR;y!eKr%L)deo%-2trPgaLvnQuN>fmOc3h@2@{=aL1r zZOK|RakRMK<;sKPWy*t6M$*cIS__VzdW|x=;=WK)=EzscGZZh!{eh$le?akn7~B#K z_<|Bc{wMKglC=cAo{)th-@|`TvJynaM9>;40#Cd@r{m3w5HehRoE+wi@Li++;&;_H zWpXAmW1CQwHtJQ zAnXa1nRFcfK)&d6@B_q3wHgXinQHtcmZK@k?1ZzR1OAU$z&9q;9Q{d5AU2-} zSiuh#gX1l{J z5ibVezD0&HTa5{`&E}NmYC=$1t-mx&wvsg2oHrQ?;BOU%`fu<6qYLNMMfJ)$98WRD{Le=o!l^%)%GQ) zf#29L=FS;8e+ORccus-m3!xL*6)c3?DR9mz?;A>0FW>yK0?#X_N_Hrt{iI`R9zw%u zvSdk#;L9x0M4t8zg@OX3Mr=DQBay9w$L;c)8t)tIzHYFx<@#^$*l({{k!{|*yoP6a zJ;k`&N4C~({>Ss%>Yp%=0wO^Xpo>f6BVHw)OAoE$gaXwZsjgH7hvH zPOmHMl`7U8Sbf@2*_!AYZtnm#dI;F)7rNb8Io6DwK&uVFn;L?3+S**5wpLfCp$`8> zsMpQl@8#UKB;2o&48SJ|pcRvFWiTnA2Mh>9PLJ6PbxVSj4#*tciD<98OX$yn=26`M z3Z=jhe~xT%Z`3^UWA2k`zbNdO(<^FM9qbEeJ)j0#fVLxB5^-a;4~AaVdlxbxMzq_J zjQmAr{NAzT@~*BJYjNAG9t#cfU68z6*mz%0PkhUrqwyzfwIjJeORh84v42_1+IlDc z`VFTJb&1i2#I>witz>me3rXGF9}`Q%!iw8}e{e(RZ4=Fw^7eH8q2bY{@tdK#SO+i; zkS}0Mu%969<3X$R>IThMwT+qQrr>tH%WS`YbK$o8OK+&#@d++xOqp<#^L2mDVC?Zn zW^iIk>LveF16QE+#vZsdKp)i)K=qlNMZb!hrB7=cgmS#!`MRQ>K!RsDsYtywt_|!8uH43hfY?5S4%pZ&gPd+hv z``TnA8D=G~iYomZ-Hq4{*cp_yZQD3_e--@h@#^|P%rk?ZKOT#1w4TDxV=PeYT+X#I zIlHsFwP9rgQQe>GCmQ-2`ny}tr6+p2!4PwXbpx1(4E3A(oe(#&7ZDT&zS-7{x(i}# zOv}Sz2`v4}nKNfabxkd>GdZj5>^3*}8wjjl=qGp*oqeM9oC40j4qbp(idP_=e+X1? z4a8%3kz{K|-46l0$C#SUs}ZNPaDnh;=HG}$HIYwU9)8;bBiS9%sAewGM%~zbPv5$m z`$BpP$e;XH#!=l}({ghsi^@I{%Z1I&qf6b9N@OczS#~h1*=kK|IkFYBY-8UjvTRQI z+zMNT-v^Ae{cQl=DC;QdNF)hhcFLp=!mRcGk0g<9qNA*gukvQ z(K=9V5?x}r8UZiR*@vsnDd7Ce;RQ}8+7(c8ypRR0YR%ws71jR_)6W-Sfk?xF zl9^_#LAN_Bo9O(ZMfMM+f9CCf!>u2~{`eZk;ta`7An;7){8RW&-heh%k&ID~|21!1 z%z>qAQvWX;xcFQA69%K6BpFW6%R>ICe3@udd7*now-Y;{KJ__;?cK4Ggv98nUkRVF zI-lb*&6$>a}V$; z)O6**vRSqZ73BaS(xtRO#USd#Z_~0@R`G*K>LYM#~KAj-%_{iKL>h0F5e=Bbr9{%J|@-?VEMB%miE=R;;V|6S|GA2(f?d~4W`SzMEl-|hf zbyl_~;_X#VU$tIGSa@UE(xUSyIQr7C0LZh_mL#X#9m)2cLseBHx31a1h%PA-$oqD0 z)Eo3VlWg&Yj7E+r>$`3X{(c}LxkRS7X|&$$Nq3bm9ZZ`nf6h|ss3F2y8cYCnmeNp@ zZUV9R5#2Rd6w6{iM4Hs!+K6-REL5UdxRWUhciCm3hRH%nlZ7D!!%}LbPH6!;r3L7e zrcP5@fKEZ#1Cp68E*o=GrgA7)$q(a zD4u0C0NpWw?n6NFC$U=W4TNras;;$eXB{a)jVJ}+e5k+#k_3E6bsB2OT1pd0l%|8w-yC{X#Xkk{4hAcpKSdfiF-m5hbIMZ7O*1!L|KzQm9oKzn zt#sRws{YA(7!AuVy-yql(Xa{o45|d#1t>6)f3S3GI^JE-?`}=tyEWpv;TLsRmzT|4 zdMRgtPkogcX6w3L(b?*rK)=v~0$>{IpXBMx+p31lz-=ZuvCc57fFrA;vx;^s3T5fm z53G@wx~SrU)VyC(SICLO6mTny&6jYO)doy2u$*3JF~0x{V=@R#x2Or}E#aPPdc*Az ze^?waOAeDx&*|mNV8a&Gb6osWA;6F})m@Bj`1DA^Xyzq1^a5o-H#7jGCb1jUeT`G) z<+ex)s>ZBg{Vw>w+YH)l*{v`#a9Br6*06imdP;XS%tox6dq=u_v%TF_4YM6Rwf&JE zq5t~Qqy_<1$Zbw%kY3E3O{gk_ix2t&{vG{S^mO*Oa)u;TZGvWM7|?;2 zlhq*Q9-eh}BO+*?US&jDU0Kd(e~J+age>~4Zluw+p9CK5x$BWx1zzd!{#j-5wHiz) zEHn&M!^`D31zylOJgb09B9>_JL8VJt+hMTCuy~OGi_&D<$L3V7&a~KJB_t2dUx)RI!^Vw6F}A5=Tq{>30Tkud_SGNdLv!mq5o+Ug_4-f7Sa^y;bk~ zuHMwGwIx~IvgGb+sU=ymjb*T88{6R6Wn02FB$$_kEkI@xVz42+Br}t9@{+vsG6Oco zb|86^caFmwCSwlC5E8NtoSB!9aQY;?ycx)Xc>hw>-I7|ifw3&Lx>fa8)!qJk|9kKE z!vG!0o*Kv=2V~FmEHDZ(f1}}9N%oe7)lwMd4^>hdt!iK&)HnWs!04F$9$=wvS==t#Y1wyx zH15F_!sjcM;Fd77zZoqD#m~1jXbPH$LRUsvzp=7~pRO0nAud}lfAEQ#yQW3PSQIH} zkuP^$h9cF4lH#Hqxo=d~1$b_8x-P)83)#BRIN#oskD@exNsRhXTn;opmVE~j-UkT3 z;RS3eUU;AEIvoL@CP%Hnr=%Iy?^Z$reqh4yX?`a1KrRO}z+vKxhzDI=eXt1R59e?6 zdPkuVICnVR2VO2re^y5Ko8i)`yktEvzN;LoZ>jW+)+hN5wKVS#W5cG+hhgEBE}RO5 zEWzFA=fMyM&=^hu4zeXy7r-zeln`15vKL#;{EFDGP4xeP&Aqs=AeUnb;7NUamF=Av`lSgzC= z$#}ywz8t>N~b=0Ewlx&Q~ibFnV09Nr1X2i6*1fvMC5reUqci?rD4)u#E{%Rv8W zHab8pw=v0;e}~6++%*wUn(zXtJyY!*J~;*i0ygg=mmuBuq0I7WnZ2DEzK#VXV2{mVe68Nyq^F0TQ9%@mcQ)0lFYBD|7*kw^mQ<9 z#d@n1R+`cmR9wvKiP_X@Tg>B)aVpbQxKR1X7?%pW)N&aGSYdQV+?xg{h0`JXCwCN% z5OupF4wcFg`BUy{^u)8LQl-|gcB9{|P%40ZcG)pSnYR!{?;_42J>9%H{ZUBA^Qrli z0Nkphe;3p#@Kx|ZQ+wCWG@AEDHxxd~8yIHvczthWCqGxOmec-1eU$I2NyKi zkw`AB!o7&}5}Vvo2na&7vN~sxw-(y8!gm@#)vCsLU5w<%60SPD(sQ9nG@IY zjCo6CYvq{@@eFCz@}X<#kWW&fgab{LWx&#Oe+aOYq0~Bs$q{vJ8U!qLUN=kEQy1Nu zNwhu3mmd{%=vLw}q(j?99m)aYd}}ax>)t%%v7O&I+-dp9UdU#CSAD9IAFlI!e+}4Z z*;&Ulw!L|gy~eIC%;77*)B?SF9`eMSVeX)N!!*?{}9nls-1r=F$Mev#w_^S z8oETymfVhoxvl;6eHDIdeSx2<4f7o}d06YMX{$t8sz7NhC^Z}_9jc<~RTD8)QvL^=l z^8FGsDWyWw+0)5g+k@_ji5@hw1V8=r58C82RBaO{@86Xcy=OPD0gn-{;!2bIDdCxi zckLQHGz5KUKAGeqXccTw7<}|Oz~lP}4fLeBk8y+Gi&sPTMu^!Of1if=e{}WZWncZa z$|3&N`doP^%hzZ5jkTUygf}+AqQ-PxEQ+B~(~AbIUg<~U#)6nQ^liSn00*DDwJyNn zXZgCY;sQ8aYRulntE9_5u#4P&DsOSmR|%WatuzOnO>sc8IS>bJ7K_7m`^c*-0QSp! zVw{1N{Bm+DOtAq`w5s)be;|rSwVL)Rwhy#wvBDMrL0avfx0O^ZVf0sk&DcyFKsLkY z3zgMyj@j%8!D+=(=*mu%&Glj>gcmd%JR>=F4IldDh6S)rl#AxN0FIUxFwpV#MxeYR zM*g57G5wVfp}8pbb$kfDL`?zM+WrgB%{wq^Oi8t6OJ~;S(;&J%f3rKA9XgEGCGObO z2?^;bmxgWwguJD)i@&K}D|d#5>SeyS)!wKiuo5wd1$OW)(@#XfMM~Lpw{u9s2yz<5%EgJZ)M*=Ifh4( zKU^Az%MjZAp%Br%e}BKWJl91)OUtp^Dd_Q7cTJY~E`DHuOV{0%aY9??csWWK=CM0m zEaKS`@bNNaqe*JOJi7}G;1n7oxYKn3j=^c`0vg3GG7t}wTv^@NhBd888;LpBOfi!O z*Cc5whsPsjuU0|RawVg*z?@E(-#|X5gjFYglk%4kjKXC2e^oEfMch^eI7p^qy@@PW z*;n$=nRU`QnEb6-pI0PAs#nC!v3g$09D9PSUL}uA9Gjx_m@D#M0WJF+@lVJ;4G%k~ zVD9Ug*v_3gK@THT=d|-<_d*rx&>hw}!B^}PL@pWo7%%Y0j^%EtZ>vo4e7&!HuS*}R z=lDR)QhNYKe=iEDs4d?NQHyxxsHG}k?b1=5t@6~)-n5&D8d4W={NbQlQ!xfms3+bSI zsN@QZ2mJxa2W$m}BfxqC#>D;-$%h5Vhg^13D?_iYf2*@?g=PD~`~%w)dcF8DI01dU zcYPUx7zI5bzI}-P2V$6*B6g7+vd~sjx&rG2DoQQ*;b+Zct1idMx=Z15DZ0`!n7J)=!_@5@yu_TJ z1*gq*e?&?e@ES36D(L?4pJ=zdVYTk=r++=fclbBH+CP5NtNv-RwYi7^QeVMo$Yj?Q zn6kA2DTJUQM(`nfB?5>jZzw~lslbLE ze}lt|+j5c8j_$y4f0x5iOKsR4jm&SHymM<>r3@^;wewbge>J}27GEF#?!rKkQaaL! zxOHUI(>aXlN`QQPk^Va|?jdITtNG#0URh`a?k<`h z2eB^wOsHmmlfi7m8AB91zkV6n2vj|!e``524NpBUq{l<>46H>9^LS>5*|}kVZGWN=Hca08e%aKnyjfB9`x zR#Mz_&%Pm3Vl)Tm(kFmd`8UiGk;fQ==ZoEBM-y6EENN)LToy5y!F+4;Vt88wbc--< zQL%{z{!NXMZM_{Ry>l@=9xgW$IzWRO*r&KKxqxA79ch%uQ3;L1u`_DAM!IJ8f zD^}F+8pCsC=6zgon8Yc{K z?tlk9BjBR|>7Gw^wrk2aL-!C`3Sc70;nlP;rv?X-@Vh}B`aTIGmh2qpe@GO-H z+Z^9{3B26k9R_ql)&M1^G{73{9rlLCs=Ky8s_mG}R12%E!7F(X6rpV%ng-$J*I5jG zqG=2;2}igfz#&3~wnpLke|%CJ=vsDRP1{;ulNc>LVOoBt|DyZAUmeITOy_J0ijpyE zxhk<~-&k?y25)dvc|5w~j*3^B(Jjf1Syy4hSWI#O-~9)`$ByLSUb)N>KT7Tc z{0S4C#FMC2csdVv@<8SE;PwAP*^WqMWpIlRDC7~yx}=s6k81%?#czec@=BxDoSgSw; ziRd;1G$@QaBhPB#qh0_{8eQ>tqJ%=+A@rw}4{{xkagAHQ`W=fi#9d&9=q8>`Od3uuohBfY@#Mh; zHB7wfE;p9E&@$I$FkNI>R412zO|pISKxbQzwu^^fH)sZ4VxsSAE-~G=+B%V2m15ns zN(bw%kLcPj3N@#W_6s?Z?F1CH5;G0#^P>p+ygitBQzwv(ElW1GiFIE7V1~ANulTN* zmw=zOne-w)f4fX@%K@}6M-*Yo#Soy};w)KSy9Wct-E7&b;WrIG!RzH9_OLgPk+cz} zHiFYe?gCuFy0{sl8Ezh4yA=i=cFmR<&ynu{hlM5O=O)I(sLFd}e7KzMucm8`7HMgP zGA@WnsUR{Gp$(zef%bKFot=P=$9Z95d<2cA7gi1@e~FWb25~i4WIf-+Dt0-F0>`|B zT@+xoQ)8LJF;pP}*JQZVXr^$y;jutC49>$UY7bZYcZ_wi>6wX2c>C>DU(kur*~|dc4kN7xv>s2aB6Cj{|C69CoUnb8!*@5578A|&DnK!;ebtRUJc7i9wFKU zp=JLAfAXD+qEm>xJau}!!x64Z?1E8M6A_=)r zpS*@^xPq8~h`XU@2>Z}}0jLO3M_xd5bQcq3+(agf5Ro#fC8J6*svtWMm|+`y?$_Gl zbHm`qn^lwQ7T|CHO5pEjDK$i@y=WjN7XdpRf0sz|oMAk4iKN7;S=gH3->_kJ+XY6{vn_q?36q!bxH<$ zf7PO_sYO{+OLkB#(npQL5G!tyMD3CY(HHkiw(XLvveWB!NnX845}bLhCdoEpw|I@84OwP?KaiHg@Oe@Qyww`Rm)ib#H|Yc88XSC95s_ zwG`TYtYbJ~t=;$JiA{I!8#05~Zu!4%f0-NFcNdDEPowx5QuiXZ?0~#JO%keUQmvI5 zOp!TG!k&x{q6-UR%g$iG5qAcYb_|nt22+>R)<{*eA?cH`8Au=Jct7mPU?-vb(!M7{ zYRQn!b7oNOt#h31M=crX+!ZYuP3VW~kFixy(|s02qeMEt_tdUT9SU8`qsK_K;D7D7MWlctr6vh;nU!;%jPw z^M!IuIDu40N~+{|)L`{jtu;cN%8=`mY{tuHljuOT&^*#E&Qhzo1KQa`B$#sQYm{82 zRN6dYtE01LAhg;VMn(n-9$g^pf6>ZllD?Vq8dWNl(vqq5z5CQ!dw6f}Sj<2x)oPU< z;&IKqSEpVCG^vs-_8YSk#fj;OPfR>H!L$H&|Az?FjRb83w(pu(0eK?;Z}Mj)A4cs) zc->HJMbK{8VgW6q>sj(Y(Doc^=t62s$gKo#qhP$E_DL*g?Q!l6Y!Di-+#)FVJcL4S0p)Iqwo8$|%+Cd*`b~i_vPQp=*3%*|_fHWj_c+77 zA(@H>Bsc7B`5>s=)QepU_e^ze-_*&eWe{~cS-hdYV=V8Al{RmiDa8`ACuhU_K*Fk^ zX;cpp?5$=yN(pPcG`np}eJpLM)Q6oew9> zC+~;B+JM1fI6Sg{#B4B_NA}Am?DnO&sweRe=J;ZEuduE%a=`frPYK>{MlbX_$v&q(S4FX;j0Vy zLbDTqGqdche->~CUF%@i3j(-WdHWjzxSqpM7aY9mArwrh#5r$eA7IjmeZJPF?6%#0 z)M|cNugc$+p3!xdfB%`oluV)Z#Zk7#d(vQnsN#1zG8+@|(N1T`ql9ssD%dmL%H*qy zNP6?3VMo%$**bULyLI-itsTFF80AueNK612Iip5nkWv7x-GI4rqBQRId)r9Iz}01I zV9%zgTyE#18;{PcXhCcy0U*-OZ>htwza<8UhmieD5XMkif3yi{(N?5ITagwgp|ogM z(D|tSSdG=qVkn2}4;|-|YSFwfN7A2!%R;F7pt*??OK{S&6 ziTNn8k2sBdf27%wk^H_c`0$P?cQjArgWyXyH?@ynSde!`r|NTjAIx5=`N>qx&2x2m zMRa;#9u20q0A((V*|RHRhXYER8N?yxrs~2Rk4Mo7co;cX7vvSm1A^%?I1;pJD-&Jf zbi7XP`s!`85|QbF5P!HD9EH7TD9xGdL|LpCaBlM-f2HYaIoU$i^?5*FY__VQw3SJ- zPGehZk~3gjmq`%06mW(9Et939 zt)!OjNsjPrvOd_u!xf#UBa_Heq>s2_kxAhL6Fldz2VnW4!>-z(-{9%qFB=b%Nx^LtB5U*e<_4g8?G zE;NQduuvBc@N*T!%DKrQIQ|7eya2|1NaB=!QG}Pip3d3!s&m~6)x!Qp_Fu7E#;D{9 zE6T(B42|AfQvhf7Q!U(77z433(xGGnf7g@^@?}^N5E%*TuHC)6j?!MIF1HE~GOH-< zFIq(T7Gx36V~fa8l0}q{0L?#$*OAZphNqDsJeWVIKR7>sP*1z2U=`NJ99-u-7jbQY z^NwxbBwrimb9^%C@9*rV`lkt3J;KYN39yQ;qG$k$c&>+*6Uh(~9<*cWJ~Wh9e`t1s^FII7`GB+~?Yz<|YK zNcM8eqOPl?5>L>F(ZWI#;$an%b_3yIRcfxcnVF-%s4#h~Hjhz0`50Onl+tasEZ;eN za+AX1gUL2kW5w`}ZBs+HK6En`Y~<1Y-}J80$lNySL^G?2_OhW*0xG6Rf1QXL{@yz! z8(d)bp`BbJKGKVS@sgZK4XgNSX)e2?S5ss6u=jpf>VsR48Of-TjIm^#A%k)7!G<6i z4w3=*YcW8E1Ee2)>L?#$*6~nxyiVUOwi=OAUQZd4yMVW z6v_InVJ+DwF!J`t0DjKhmhv;my5+KfaaJp&8>{^W=8lQVoAv} zQZ=wX7G6rG#n&mJ3vEu3G`ffhTqK(6O;HpORT;hv;Mfl#P)>3eyb|y~7v}LQoxH(1 z3C9wHezxIa%dgCRGG_U0T4#%UeH{)h{cVbRlGZsBUSABnTmA#EZGXT&bq9gt`6@;I zZ%SnXI_EPfsUK0~E0oF{aN0eP(+Z2B$!F>_D%HEknp`(n6e`%Xc{!MX!DrD;8U z1$3wcd`-6n4sC%A9aWlRK5xjXk^T5bGL1Fp_C$=NinK4ktt8Dczb9l-%dWg6QyYCQ zPsBv2mj95_o3#uLF*f%ve*wb#GFr2qyhwgcZ`R3ZxmvM&mVcaAO%?dkIs|1t`%2ZIX*jxJWxnC)&xVzE@AhRHPFw(+xODM?WO1gY;D$YI9XRA)6*9 z#55kd}j`lvjYclwQ#{4Nzs zFaN!g4ST&oi+_qCN%|eRG3a-Pjq>GZSRPPfNB8johze%v*NjbQySQPC9nFYsmtHxB6Dq_4uQcpX0Lky*5CK@24^H+ey z1k61balk{K5x_A_45wix-Y3GSm!f_oSL&7TzG8JjiGL?Qv-}Cx40lteWE!JZ0Y6(l zL4H*U;(;;*6?F%KdX96j)WJXm0yfL_oYAkh+nnsXk11FeK@nrrcc~KNBGSYF@t4SF zQ&?K%@*>U&guoIWP5|D!F-jR>p0 zwe&9HkAIvIz{wfwDS^nancrn-Ee+0(yUqylC3WAU0vbci1BmFK&Ao4e>mq+P7uQ;W zKdF+-8*oPE2T~KgzW9VNx>e`vibjUgUZu{YAKbTLY`)<9)NFh(YRacl#W3}+TCGOc z8A))dVn=3EnhUu)+&Yuh7;>8}Uc0AvGW$s_=YQv7v2YB~N&vL_lH5#0i9TW{qLtd$ z`5d_&rUc1PmyCqjr`D&Q3NASg>yLGvWsXY;s6s)6@JB>}M+H+)3HUgs>#P8dl+sOw zRq!;ceHSe63NZ_6#mOe>OAsH-ozJB0t{}_l89D2;Sez`A-_cdNvETVwoi87bl(X?l zB7c+vUgznw|@x-4h&n8@u*EBr=fXLsN=;z zr8Y619EoZa3J_s;>r6VeJ@D9PrjJd8ZQFmeWYcF)kpn+i_<$gW~;Hm)!rj>;d5SK?t1U247g zXtYf0RaLR!0m zH1O%orv-41ECbYBM!INloJ@Q$(o9HEOKME>tn*0laqjVs zqwZt+qiFr2jvGhb%3sC}2bNCdV?yVVj^N`$2M50Kk!T^JHKpEI8|B*dQS~-^3CL$D znVgmd`drAZB)08bYp10+!Du!bIS#MHPI<2e2({Fcs?8`;K zdKu(D`M>NQx4pM-w#TVdDRmZtCOXKssr^7_hlm<+6Y)!&(U~E~h&W*)XTg-ViQIBA zmjquC*M>{vmU9YX5*jlXv6Z}`6pzSG7mmhfPM55kt(28NWymP#UVq@$Xtn;*soo|3 zc5?fvlArWLz+9z<_uozwlk@c@EF&N|ufH;1FNlz@FaHc8dt#{1*AZfPDOZr47Qh9p zGp7Z@%7RO1wfrdoUF9`&mEO`R0bU1)l%LemEf=z*Kte>21D8s&&(9|d4J@9k*UVGs->vo5#M<@7OM!cz*+aGdrj^Ob2 zE_c>?L8JNhK%Xn&(hYRGlP+DRC;LFiJ~5UY2pMEQb#UgSJ;UdnI<4Bqn(UOEvPS!Z z@zHJ%7wz%KN4&bMGc;)93dtI z`X2RhFe8a}`E1+-Ip`)dK%5PP+Zea$&nB0Ghi%80V^U#up>;bMa70pnR%jd}Rbv-c zB;+A=u2zjreH=Iw7BiS|`uanBg2A(oT$+V4H+Bxpi!8q(U&SF-8lGt&Fk`KKcu z9^O&_mTC{sQ-6y26RN~6Vd>?_pMZxWz#~F%5$AaayNI6a7tI}hV1cyrg5W5jKY_<_ zz6j;Qyyo8fS}H&PoiRAA(j8l!21Xa`%mjj&&Oq~?DZ5-Lrzr5_Vu#n8=b)P6 zZh5mVncU4MhIV3sKLa>1!Cs>w@mk26?_ zx#&J@lz-$(6f3;T8LF>tJ))&nv*Fs%ZN#asS*xiqa~!otVRCbv+o)oGuv(_h%hV<( zDyLEDzw$kevPHPk%m3U)u!673)p8m>vC?9CYWYo*0Y5SEd+@|974F;5tJ%ZosiX?` z!}tl>O409E-&gZKn%5RJmHrKwcgw^Pq^Z3jFn`&e%M2Nzpty-Ln0YN~{n?Qv|JlOQ zP;Vl?m^fx@p{`ixn0>tf{zC%WMu6UqEEW7`g_S3)s${&17O#E}B?_0(agE;I-+%{0 z($wAKAC1cmPP5fzP~>}p8yjlw2!(9Vw)qz&0^!O+Xw?vD^fCQYLdy{?b%a-; zM)T>RMLP)@Y6g$m+aIdLB_cRN0Y`p!*Whe!g*B_fM>@Uck-YJYG%2ApOl^m!>fxOTZ-FZJcb^lkj~Vl^16 zotPRwQjL7Z5ZRFF*bukC*Qssv+oOxK=~(S>W%TGwDlu`m8n5(t-QAT`N4eXx0Pj{H z-=V$)?iNNlH{(_OPBkRI6-7A~!U{tib!XNmV_b{uiAJCU>$vKzfeweGoaUjev40Lc zy7h@xm)13Su{PEzE^Kh7I^s4-02w{U2Ay4dhMKVspN^N~;Vu~KRFO2z<)`{**l&R>`VIYF9_&Z92*o@78Xj);H!$>IICiH zaDWXBP{FyL(vE&-U}X2OBb~~)6u9-2<*fN0Y!e81m9R0 zA0W*mzmL`f%BasH=p+mnruG;)~mqGNoJ( z_xjmLeV43*rzm19-)|BHa_ckxls~0)Tq3uXJcPF6)N8rl<)~cmBaQ+SSyG?+j`1ZU zW#k@Vj<@bOHotPqu~H=0aeqp{n@2}_9}&>GM)fIFAO@_Zk>MT@B^-ksqm9Sr+t-8j z_H;Mi%2q_ZfFkv9aYv7TFyqt8X+|Mad*Z#3^l-;;wV3c1X7b*ym{Y@mzc6wxob}~F z=rLaGpzla-OxraEgVtu%nY9dSG6ZApfXx;!^~8pfoJy-xgTENHjDL>RC7j-nor|EI zvqOMhPcmO7@;D}Xnh5z~kn613pz$4zJ?_vvZa$iPLV<16mH$uLm%z7Goco?Ro1}9j zokiQxzS**5S@J6Hwq$vWx5SR)B;H~>ixUSWcH)Gvln_cn*;=@PLQ5A~XwyPVLlTqd zl1EG5rG@(-yx0DK_J8&V?WKkG{%F(f^}=JZ{ASLP zd?SZMc&a$_~vMzcQSiNSX+K4H25N%z2*7tN8it36$-xvI(@FCs!!< zc{sCLw_h>IWL`DLgder~MT?Fq+f~^xP;RCnUN%~Jx~9&%E|e2Bd1byr79F6MRt7Jf zd7-nbGy+n&Yk&AoZu}*v-5If>?7n597Xshg7Ytst7b1(11gr9Ry*k^RZXTOcL?p15 z+9ag4=l3nk|E>tgYzQC-zH(N5A`n<@)W_XMJEtbdrwPXBb2$7ahPX&k8s1?vJ4Bi| zi4(WuYTiy6At~-V+6iTg7q532BTWl)MSh!OQfJOR?n3-83}uE&OV=eGi6)X{1#^Nwq?0J z%+P*jav!eEw{m~iwJ%+C_4i+KN*skGsUpa45NdcpN1{q&Fuk(f%E6oYQ~ZVcRb}ado*Ta8r+r8GG@n| zNq@u5X$}(CW`X1C?feuj&#Xu#<)UQ ze@+7BXBZ6r{0sw>!-)Q6*84ZKOLpc?4w5FLy8IhfFC*LuUSPO)-j}xlRdYt2%50Jt zj^kO-YqRU&wP>*#9LCH7r86Q7i4hm%Rn#n|#e%tgy$>wV8Un>%{^cb_wOY^+34b}B zvhA0bmM#8@VhaXxi1v1$o`G7d$>b1K0#KX$4u8Afq}FS!LAN_3X*5#E?G9Qs;BanL0`as~)KWBL zmmk)7!*-UnhrQm2m1V6F)UubCE`!tLgj~Z~Wwe{|otOtR;dSR(z8Kbb27{I5pUY_y z=h4lC9qqAcL-$uH;Z;|w^ygJ@B%19!4FuXy;IR7)Dvicm;B*8m8jU63aDNtR9#IjP6(;2ifj5P>px;XPoFpvE^X2+betYR$=jDH2i%s9s; z;5p>hwoBP5FqKN-y)}k>Rpue46YijN2CG4^Fn~P4N(DA+frY)tT@{U3Uq-_RP4WW6 zF}nw8;vU#e7nj}xpCvvouYcC6Q1(nUrtupuFfPBfm*OB5UW#9mU5QW=p?e8VCPjGr z3VN2XwtYT}de9R@Js9+$9$b4(cswPj_ewmz2s%a`t3jYm2~^c@WleKWrHm z3n_J^(@W2u*MdGs&Ak|^VEBiqnKTKaSFW70Dc&+E?=Nj`jH17Noqwg#cKC;Q$lb(Y z@CtPuY;U{V-n6+BmW9fp6XwobIbc;>ks5`M8C9THD-~E#^D51*HCRQ_!jfdi&2|se zQUs6PRTYg&FRK}4BYE`1V)(@Q6;EU>xhKL7UVh>~*uPZ3U0E8DURG)4S$qvJ+-&oR zG%b3N58Biht9@2sRF{i{bUWd_9Vd!#aV??+AwaJ{&0)xovq0lU<+Di6lD- zTC!EiE)iCJo75SdCaYH@X?&d28C)i-M-W6U1@~MH^`g2!tsyFZ+{01coc8KpsZGQVN$V| zNeoTBpoU!_*~=-kZ(@EfMWG3Kk~k^~nQbEc2Od%Dpzim6k;@$jxM;x!+o>IIgXLbr zRm4Gvf$zlt0Nvnmi`XxmqSh=%v&F&V)b@YP48QiX%*cycfu$h$qNacH^EVD0cz^xhe!82aX@X{C8GHk*;qPD# zy;!RvUqrZOla7DJt=tj26i0X4*8`Wa03eTe>vj~3Y zs2!*#v<91KbLs#!wr$%s66YNjlS5GByAR{m18@BNC)1Rg#wk|N{txi2pS=dY^{*P9 zfwiT{OMjUSu)aUYJd4|@BbZx}hfi5w;B3#M-YdN!C4>_tq-otX)*MCx8)P9~7E!rhLhc=>q^ik!wq_v3b z2Sz)uvU>#!M^n!^Jc5O%Rf64s>TrCC13xAgAa#`~a|S&48b)I__zh7BPMn3rg&`;8 zzr6OQyw~~}c&!ZA9Bmn|NLxSb?e6U&buLM?8d#zv88J)IWHAmQz6qi}lKkAGnQxyy zlYjZnHyMGU5JKJb-P7mB#uuLa&L*h86BL8ur`-T+_q1HQ3Wc)V;HI-C4!ekpn21sE zg0nGl^;hBaSIv845x6@-N%o5+ejQt~UZ%cc-rnZet7_ARr|XMPJJOvukQ^zq}Y z{*=q%^iW!#oz|Oq&Z4J3+$rxcu^ZOoA-NvaSsx?tQUYoOqV}SN%~#|(WipYmXn!xJ zEF^oSilBN3%Pu4k?1G1U#CLH|uG;4@sF5 zOC;o0{{gwzQCZ5|0Iz>1U*9ZW|6s`p$KEUO`j~t@vgCwg0A1fAOQE}nX;4QUhEhV2 zj1-@fj8uYOB^ebInX~HxpNf-2(SNE}Ss0VoB0>EU5Vz%*uKrIsEQJP1UmQIHe@K2t z9<|y7o#;XFOESEn>rfF`^0>H6ZhuRrksQYioqg zGUco9@sOvI7`F6B%1w1+o3K6Dr?8u_l+62?uK6n0b=DCTw;x6CS>G25aesAaIoj%!m{M(h+|ECwxQ@KLL2miB0gYp2IOk|mo}?`H;VDx;3=EGhwgVJvm%h(HasnZ-Swk9phU{s<-yG`e!FsR>>;QH! z7fB+yXCFl}O-%z>dw)3xq~}*rGJ6$Z0AgQ8pO^t%_!@AUP1j0`wz{Q%5MI=yZ}_N)Kv;uN-(b~ zi5q=41;eShBCvWVGM>NA>y)r%KO)>XSIg2BF?zM#FLyc~Za+vln@y##yvIQ9Vc zAodq!jra7i8@G^~W;XR4;pWqL>4mA26w^%h+;b5RV>6H+h0mQBnSw*|!-STbnmNI7 zCuXL|9{WY`4i>?xfI1-=_fyj+iTyV=Gsnm+Mes9n=YL=KKR9sYzX1(4g0%oGWD|(N zBSJuy4b*v-I$oJRSJnW$nvvne10B2%PFdGc_xO;t_4O^K`6VAlV&kXMXOhiA@`G<#lL3R zKN_qent%NK9h!0ll(BK@#(2r}?BRx*(Rjh=6CXT$!;c<1(B(JT%{rqb8EMww_gc#* z@BQz8{ih#*vR4iSyQiDBel1}yvK!QBE(DOI#u<(|2YzyB@9&Sa-Z-T$~GSnD6fYN@vq`^LwKO%@G^;wSS?wwLG>iVyv&M9PbQ&_z>ysoZZ^( zuh=;?9Ejci&3~EwCIF{LE4N2< zU%&X}=CWFvrbr0W3^qZ70uc4JcC9mqnl@~&ZJF89sKQ& zdZbD<`YTtl;2MFSg4T@%LzbbeH5084sze(qWDjxKRSo4F>H1Yl&gvTdRccLMX+`F+ zoEOFZ&B;tZq4=tyvz#L9&7bArt09Lx41c+KbZ_pRrWPfG> z^rAj+!an#L8NfDRgV@hdADp)h^tX@+dm6lWp)e3Ftsx6*AyT}M&{1SB*`r7ICF{n) zBq_DR^F*YlvM?d_Xf!=iqOg+2iaU1o*0j9UUrP2zse!j_0iCTMemo7kJbMg#uGWPR z@@3Z!mgdI($}hQxQNjH!Z>8jtZGQuArPdVvcY2u4buc{187gYL`Llel=1yu9{~VRd zTa%rvR^__)Zz6ZU?*!_x2i$-bP}hnyaAkf6uXv|&<-Uy*Meaf0ohaEuE^jGRQsG@- zb>i+)i<2jT<2WZSKI8*7FaArPBlBm6*XR8p*M}c0pLxAL2jJ1K@96cUihohP^Nx;_ zkKT#Qp8*ehaAN5)86zuYi`Y6vH!|WK$O{2}Gnf^a&vIk_G%%l`CRVv3$l-&`3n^|4 zg%2{HO~KzkY4{*A)_CK^qo2NTZ4El!lD@X)Y(ejJgMITGf(5-t2Kx?e2;zo)&wpWL z<9*K`PNCz;=WpKf;9R2dntzj9wmfhE9`8f*lS?1qG#P{%d82G=v9M{}b`BG?Y#Job zIYy~%kYE-sp}ATFc+Y7Q4)n`HO8yB=*yRn3$~2vdrWKA{Q<$oQpeVegEipFBb zXUTwW@GJSGJh@hsc&7hsO4oP|y0 z^3W*L*%ZtrFC9SMkAjSAvg-%3=DfmXkdo~lI*)c#NZlvypcqcGSf?}V)ue{g0aNEl zr9mq1schcaUB)6^pMRj#Lc^AW$)V$;rM9;Dt-r_1)f_{u6YV18|1Qbou^Ke*G*0%n zdy5iLo2SSFIhYx$aXP-hCl&S1c2sSjxwhj68fDMGflP+D9=6X2c8}6Nm3UV|*FO~O zPX_z@gGoZ~Oye^bFukG4&?G@#A|;rfq3Dv&NA-+JX<$7=O@Ao?TuLw3@k-bbd2(J^ z2rAaeZFXMH-6Ln$rG|XbrIcI%g-U>=JC%*rQX0<2Yq?rPPtz)q-#=J-bl|Q%jb^u-)tOvogO#Jb0gtbFb7l3`xKG8~Oc2u1 z{`hcpsH@uT5BVwHZsyE_-dO0jL^mDoXqwqrtHr5`jr-xK_boAG1?1bsSTyU+67}+F zoL(p*Ni34asSD;X?;VZWi_*aI6hF>PlH*u*^8*yb7k`o?GLoZFbwNqUqm<`U*`!i- zcY|yIU&uG}X60C(8gnriWix;uc*zQb_>vkevh*5Mi)mKW(P-Np@P8E69KPw`U+oDY1I^^)~a4ZBGTw~IC!E(gG{ArPV>>-exmTBj1s>FBleOWI091& zh1GzcJ%1If2v%tAX}t3+ruC!&cCNmjs!oH3vn3OKb3;XOHlfS zRLKZsUP(kbPxitqM}o<(R1vafQY2NpS(jO2Z~IM8?5>+0h#46Qg>orO?&^+TvmxT^ zxo)$&w5Y(~klaq(rO~sL(U58Mt}B>*WTx_|YkwY{t>sLTvB=9qTrW8+p0=5;_;|C6 zph#OG&U-v+gTqh|%zU0Cs;6#8lKbe=W#Si<2dlt3u-!8E3^k?kwgs)trmall?H4d@ zbg8zMDuAzh)-aq*15-`{EH_Hd(_d2y2NX!HSFY;{cBk(A#d=0*|!litMA#A~9{X48Lo39$_oT87un7#w0zAuT#kwB#MIM}JCrp&XB4?SI%c z$}C_Mw_-*th+7kki}TAf#!U4^ybTKY1m2d=GL;Qfc+ooCx|r`=#mPm{dg|(O^ZXo4 zXbmr>tix36;);%~TO;m2Zcrg)pGqY9p*n4-lC@@K2@mnprh}*U?s)h>Q>brWN8@`wSF|&`&sbP;CCOsd%BU~ z4F;zj`RDQmzUSzvG0th$)qhXlJ+S%9M><9x`OTqYr&Fb68+KJSOtluuv&riqB|X0u z6Sm8kuwBN476lVpu80XOIZSBzhcF@We0l1LqqjV^GgP+kiKE9J+ZB3JYML47-qYfg z8s(!47gJeGxbMdZ6TWbC>w~lL`n~sU%^u;1{T>_&50fD%*9Mdk8-K!W2~KbcEc{@S zLG+J?;K(%Q5Y`(I9_B(Jp;x$I5EC#7jnXUwD%%^E)`F=@?-k&pJX1nEOfx#w;+RUy z(liuEK)(t*ijpXKMEV`IUPHB^xLHtm8$_rTl1jMcw4`upZh!z`!2Ekk{qs6Ylk|mFa>KZeDVzemd?y6SM;-IHw zDJ2)MTF_q&Emr?Og2j`~haSJC<-pc@PE8YfohCLo+m_tf<_iyA-*+QyFBQ$|H3wv< zSTzunu{-wu}@lS)>U56Cy>% zJ6dFqqLEJ`{0C)WLo=4&9+2!6B%C%P;~mrc?Uy(+C79YFoj9eJF%3(A8BWSn@zYMh8P zkabT%4a6W-Ujz+U304mwAk-g9M%E}GyrQhFz>5nolMEEkrhN5KI9y1{`97|9tkl=8 zq;&Y`tAB#V2Re?ONj0W6#dzfYs%BM8ap%ms*13Ub(ZHuRH*F2bps@*QX+|;Q^mmob zo|>&YyXWh(^`ceM=>(e~+6A@MWpyX_bT?1L-P+Zlk-}qBcS2gY2FitJAZDz>)?q)+ z?#8h6Y{J6feUsfFd^irK<`zq01bcC&?Z*%#~y~Ba;S*jr@?QVylG`=mK*w*X>j}AS2{c2FkiL8z@=w(5<$E)cvVmQ&(RRQwc^Xoxb2Tb8K~%c?9A=_Kgi56=qEbne zQK|HIQEA?VgE%dN(kR7Q3T(cBfYace#ee$@1_(+2dKE|-EC|Sel)yGZYI$15qcvD3 z$VSwtMqz#g&|8h-{UB$FSUP(rmb+7xyHl0BBL^cEmV**^A^!?QbX}kQiKxpM1 zc_V_dG(^8vV^H=Y3CiJ#vgaQ7YcP#V2^+%3u(?raZS;jua;==E7R9VFIYD2ooPRNU z6J@M@8gIq0rB}`&vRx+QXU`e4M?QO0;`%?kfE+@SC^`s(%1D;MLX){lCv%lfW-FaU zgGXRcj0`5$L`5J(Z(jw`vr&&;QNrx3h*T>d_!V)j(RjeZ*?$no!{V$F8OXQ)qd-2l z5aHuU{^`a8r>@!g)&2Fsp8f5OV}B6I?~svv2?{~bIonh8b7$>fEHw+UeB-WEv9Eo1 zTYRF)ed74BTS4!pTSubB8?WojV)=ow>b4_WA(r1CuiUn&%Ohj?iQ=|0D?;;)b?&O8 zi;qNmTAIA>W*N<219{U%$h}X=XueIcw5>+-tqX;SeM4T5&=e;i9#9ppgn#ranD;WQ zN4&dO&Z13u5(oppOskRo3eJ5+aKCE#4*4<2d&*cgaN}bT-6uP zC3x)q$<%$rMHPF$ad6ib-vO}M}Mc0xi@x(-mRE>>#lC@tx9N8N)BY~jX}h|J8SH%yRxyj=ICDIzL+!POMP-q{VR14MXr(&CL+8DC692)%=cwH1a z1e>U#A!anWtQOr*+Ga<3y}pJL$?mhM1cy;)6m-1HX)5X2S$|ixbN-Gkj})PZIgs88 zW!!#i4!75S47Vo|<{WT;AAQvR1xX)0WEUnzy9zkK2 zQG@a|utC=!8Gi`5V!e^Z$z%a2UU%)r2yd~W;Iu}M6~ZuEX);*c9<|bXt5LM-DO*{4 z$Ws%NY(5*Mw;DJTuj5<}qrY`~bHz|=gdwQn#M+ef`5ldz3jczilkC5Ed=bjX|cbL z)?K&^*H4JtS5!u~8AUV9ltA^6LV7K@gEqRuE??B8`wARRbmn0^^98UMG%=qxs;ICk%j7}&h!#8@dS7#UWu z8F-6cC71HkD0oD0nYrn5Gi%=A}S3 z&nGta237&w+rnS3h>&+XB z9)F+O?QCkOGP!C7s;bskNMKX%@rfF5d}Qvn?#|DBdTy{x#d5q=LJR5`EmJ>rv`uRk zn9_}h`p0%_1ham}i2dk(uw@9GCHy7U%1b>mo??ukX#4kjL)uR3A308Lb=2>DUP*8y8 za*&0$2lnL*>`R2Gd$7Zbg|`gHWeYF9!opj75jR0$p2W=%L)IpnVr4;^3cqTd?tC@d zxw%EjYt6jITxx6h)s%Ib>U=fdw`-OrU)|QLNc@!$G26d0)qB3Mef!DnW$wg83x9-z z*2vgh6C=mBgr%y%h6Ef0FHY{P=q|Gu%QiG@-{P^>j3kpo0ew>wza zKG_)UUzc!O>k>UBwL7}Qg~_qnaCfr7;b`pG0R9;7GZj|3T@@uI*2rjv57d^I*_<_1 zRSr*W(BdeO;~i~;E!hiOvI^@^qJMOsaYL=tuz>MA7DuB(44F)}`u~h3e_K$XicZ_! zQ?2D1E6l%Um^NDfpQ(c6Z&Pw|mF>Nh>Pj4gT+1<5n}1gzL}j~}UVTyP%zZnH*EbjG zX&NV045bOw^_BJP>n_C2waKo+;bVhEWs~<#cFYbo77CBK>iR3H`l_tkcYnE>8msWS z_-AfCyfvofd6wZsoyn#rb%O5y689ZoaunCPUER}@x~IeR*kJi$ zw0c!FJ-f530Nm&Io))INtADFzx=)>|^Vd12&S_bH-CP|U3du#g=L}rGvCUmtzU#Bi z8$Ywi?=Q}euNl|!CP<@ENTUUiM#z7(v%aUO8M2j!G?q22{ggN!{QE3;SY}20sfsvG z2mgK!WT-eVGF%W_eb@H>9ZNbwVsz}Ti?@A#RrGON^TOt?(Ujg^Sbx~kwJ<4?`m0~L za{*jJ@A=}gYrc2qf}vYpx%smDHYGbNcQ1#>L`UUrIFfIJ1EmR~!z8hwuK(3P=@Lc4 z!bouKTYkd7B`Urz<1OSHP{l$Ixd%vPKdMpIR$v{a`2G~aYH$;n(*EYotNm@FHH`A~ z(=>w;Z!`2;zZQ+G0)Ne6KuyE-z24%|E1y@vyWM&#uTt?=z1}LQ$iH2$0leERns|o3 zpHfgL42$Z+%b>73bB5Rg-zpFLLP@=p;JJi?|&_b2x+Vz^r|0K!y=p~3BHppWaNqroX@JJj= zed;*U#zCo1lzD<}{cSQyhu()0|LwX^I7`|~$=2UOX@5^kq4%+*e|uUQd<^~B%t#$m zV?D9-wy_b4_RSXu%#|e$(nz*DVTf|5WGNF89l;)~*>dCWo7s zE%Vr0mlX^1GM4Q-FWwG}cYfL1v$;3DaBhd)($+n%skmt%7V2AFSaxIDQRkQgL%=b}roWTc1zW`gYT} z8${9AZ*_jrY0j66TIM=P+x`Sd%+v)%f-_J2Ni z?KLN^Xzkeh?7nN^@n~$p?x7V|4tb-amklq!a@b4mzx%y|>y|xo>R;|Tb$H#fM^D|y z-ucS@;>hQo+a(|Cetoo=@DjP&IQ5cZSz{I%mT@eiks~j%+MdKx`w5mQ<3ham`k&&? z$7&RF?qVp`W!7VNKDfRDD6vxAn|}{dwv)KJuG<-#*6m#PBqO%A)zmvltln9S)H{(Q z$|a5Jo!R!-Cu@z6k|!xEc@|?OPvmF?wro`LoXa>XeGI2QWSwoTJN13A;-VJO0as1! z>jzR=_|7z`)QIiNc66@2ZB5cN_rRx4k||`M9nw1_jY@Et3@)=-2ehldaDU~-czmSY z=L>t)qSMHkMNS9?Y=zZV^>G1YV>mcH);>0QiGK?f0njqRfCn5!B*P8BCXA0 z6TFn!^5a@*nVOaMuUPG~7+GnVDaQS0Yku~$?Rsoi_a)2QL^Vz6I3_>3V@}iy&Mv9>^L?OD&<2eE#;5V0u8#lyam<7*w2;s;u3MyC zdR_>4tY)QU%1ou9_PJ1CLyn8{di5y``d8EjY^_zFetXKR?-knMO@F%l88`QeBq6W9 zG4K%BA8}8)k%oxwgZtz>a>r*Q3#6 zo9&lK5`eWEo7FS0|lXb5Cx%| z{}i7#MOE*#Te*MykQLBocVs}+NDe6!LMBA`?6OZAeD-e<1b_C~`Xe;~XBOnMwG{99 zz*hP9n#zAcvU@S?D$Nnq%pOM4U60N1?^S%|zhEK17@2W2M=Ppxb?W~^A1(6f#Ru=Z zb!&+cjC!ZdXcv^&N9&>0f&=+z-LeS#Xx;zo%l3Vv=A%{G&>NWc(Snqah&W&{C9JcO z4hQQ=hZ887Lw^w2OB0|WoiNJHZ9sWj49J{mu%NSN$OKy8*V62HWOJ)W&H?L@lefU* z?@=_00E+WVCdwME2X;uApir9LvIe$DX%}co0_PRsak_78B7Ff{^$9JZO*GkS7$n$$ zK~M$+Y`;W_4}@Q>Y0L+WjhGFYi|uug68tET0y|65fPYaG)XS+)ePjPs4~@sum2X^k zH9UTUv&Ty#>80B{Os?)N1FcItA{GsK^WA?tvSIlnr|!G!6h0o@aPJjMTdbqEK3n0}~nzCT!C;d2k*NGBE|`YCY2SG`WvpY9wS(eijC0H~-i$51Hm=q*ph^<4i37 z_d(w*m%M*0zo<>`D2(PiHVkH1q-h~(wWYZ7;$jW--L&&0nY%FPi}=)fmytIKoH5|H zV1Lke^&N*V#h?%CW!|B_fKVTpTazoRAfX+I(5pa34M~|n(@q9cJATU^k z9#<^G%VHTP=qLg_Eac%)^T_xFU=*ik!G9TcUZ3*4z}OU?V0c=evQWU*B4DUb3RR~w zBK?2yDI}F@seS3ra-&ZnxOC+m<1I#~o5N0p4o?uG)uq{%73BuBy0RsLcArGBQy~wR z2NL9zSt(N{5yp74)`^7>gi&{UUQx> z1>JGJuM?roaSz-AS7xuz`+hb@ga0_D6=fnlo&eOc>|CWj&Wmr_4jj#Gcu5z~Q{0bC z997;STG-jWlIXG5uV0+T84$3Or z+c_1jR)0Sk4ztx3)2n-(o~ywT6BIryk3+n0yWjsXe2co9u-+320Vtd7mfu$v8MPS* z=$3BC944KX_`P)s3D^s}J5I9UFKbTz0`QktbhyWMe&0@+2cCf9u_3Z_S)*1O6A zeUnGP(#IX09cLeNFibTYE)?S@&^DU?Vch-}HkfPa!xV%qZt1Q>ZY59+rYFFT4yakT zZm_rRno`;m_*ERhzqV0A6O<%#RJ=P4t(Jr1;BHmn+18Ka!iC5FZ#yEyiGJ7{DXMW( zXQ(iV;AM$nIW#yK*>qEj>b!m#Z|M!}H}DD}z$j%;=ZK1t~gFmbpZLko=@ zv#DVilJz3kl>UZHuQW{2yJNMZuKR-`$*EVJ&OSt&5k7XEN@3Ej`%8rGH0m+^UjRj> z&S40bz8R;{XeXB5x}Ip>u+XPedd>g%U?)~k)8SLnFNYxy2RLhGeF&Kwham*b8vG>5 zBB;vGxjPd>?h9ddw0q4dnHxxli=S5na`~6oA)Cc79v;p0>Q~H7=-^1>{xhiPNS=y3pfb_bdOp7OD$?fA z4SGFwsanq9pXa$l{aPf1XzAJBjrLD_RRK8`w0it9-u?h-QBkK{rI^+qYI)c;QL`3@ z8Q+B=Fi#N#H!o659q95b9OWF}F!K&PslKcQB>j_%7BDFvcme+-;(Y(&tY+gVrxzDy zQ5u#EX!|x6zsO)|0)HEbVsqukZbtadP4O|B6Lu+$ksM%@j_VADTpsFnjjEC_im>o0 z@@ED^A!90>Gi>!79yeT=vv$vawP2P>Vamq-^P&;xT(Oo)K%(@IfMQ5eCvx8`5zPN}Fb!7x?_9-GIKLSY};=+=tS6 z^pqdw)O>Igw(2Rn9*c*7xa79X<8^r=TCuQ+u=zzdFT`)G16CZ0I@-Q!dLU$GdJC!9)Z zXQ&od{iZx}8X(n%7A1gp-idoZO6=(x#rQZhHW*7Bt2gbIGI)(7Q9GR`>UU41J&gLI ziY%v$>Co29p)>xR^#;LX^QG??gcJ{(2{(kl+4K&4ja}j@A;0>3tA5nUS>jF@YfY=N z=WXE088+#oQU2c}dbEejyFo>sE2z>|5rz%n>~t@Je!zp=BH;_S;RH-sML_IF(E2T~Q?RHFEbqNBPBY}$-}7Q0*lpaaV<@%`6&l{f$DxE7rRY1X zBRgBs03$2}1QT^7tz5n0U#`b0B1g0A%Xk9pSS2`=+i)3xm&zM1-`vN_66*nepXlZgo@_GfRxiA*O~s<2p$3echK z;)=9lz_zi3AYe>`XNbYM+R3^m0jRNay_x=a0@4#)ipFCVT6edaZ;H_BnBGjPeF9F0 zkJppAf^yV?OC9oSUvW#2=ogh5YAas+WP-+ulY`ZAc@%7r^D@d29k4gF)Y5A!ezy8w z?}&z=Ct;ey2O$ayF4oxE=9z%aet>m2=}%FnEfYEL#B(FnOVzs1cJch#6!jN3=^iM; zfWLrR?Z*x-;qiYxELB7fL9K~V@cjjEGGneNZLs#?G1KpTcNTj`i%UB-K{bbfa(5%+ z4j0uoP6q+;Vyw8%JjGAy!NG;!9j-VDWoYW9FR1=3nJahW-FocZB+cSeq~ADOIy5eS zF7)OoXER=Jrgld?;p3VTi~r-zVSxt`1z(w(5s-- z6;#ij7iA!KJF4>Wr#x(t+O*?V8j`|q?@eUV}gSYXLbo9%*P!pVqKtD=q`Jfw>TRs!}ET9a^4m6-of}~3$LjlK%o&raMkj~>Cppo zs+~KO`lkb?_)Uv(o1Bg(KPDi7ncJOPly~RVeaM~jm}pAw^mY4B#oRNZpmc89N3DkMYw{02$(1Q}Zw+88-Zv29<%vRdYpmAaAfpSlC)#9e zNjupi)JHrZH>VNQK?0-aj=ktE$sI(jXauU!?)qM@;&|mm6&KIu@0$QZ+oQc}YP61* zBO?*+%G~zdogRPF##YU#diOHH&3?Nd)cUtr$K$S*n0C6_q22jN6#ZJ-b$*vw(D9W^ zVXm{i)w*W)0WD(?=2-gUrH8N^=ioIPv2p_OV&fd zmLN~prf4evD5(_kjkbgkRuk8ngfj&R5-b)virPCRx1daMhJ`FA<9#xk>&4Ox878ji z;#EoJc#vW)l`G6x>ARxtW9VJM9c^(MlQJN+_P3%+&1wGicNrC+vBJsqXE^>H2gV{$ z|D#2*R>%VAN(qh__L?x1TMPG}jk^KCMv+AIhe`l>{Jg4)3I38+`n z5fZ0=5{%x$)8>Qu(mYg`v}tqCnnfQu%><8BX-OubG0TzJ?}M~)>K7=0aje5XshQG9 zyBYZMm}Q);nK(S%M_6N@(@=J6_9!G`WFA!f`sg%6jNJhB@&vIAjx}^A(_H!b9_((x zsUSAuXu=&E+!5Q%ff}ya>XVL|HOz+AIFiSraHV_8dxhRbz5SbS-gVQ8_r_aV#h)jX z;U-+FMyt}Ll{p^I{|S7eRvrFu3|+Ld4=7(UEI*6d8Cg%O;&CB0K#WH)NrD)c_mg5W z?{*0+Njw2QW=Fgmg||Ol$-8>WWJ02Kb8VejWUQd|knbwlA@vI1$7|5&@!3$j`@=px zZY$nsH^L_qWu#_C2P|`Z7~@=_s)1h3j}$397;HS8EIV32{MnO8AgfegtNeot@m)>V z>CaT3wTowxMNi>f1%Kk>$~L5k>$Co*2#++OdY1vD;qy6GJLa##mRIpJm$HH^xpy8LecfmTEZ{~2M)K%4feC;N4d~ZPH zB8WsA?r`!`<=M9}j#D7%;UCke>LBm6YqZo_9bz6-z`&;6iE%5f(-$<+Sz6N+F26_jziFh7sc^hqfG9-c6__XxCS$_Kd zPY{wwRR8Y=NUKt=Zc+p{pwo7B{|sgomD6d%{TH1z2pMQMTK(ZFv@q#!Q_FkN_7Cf0 z{?Dks%}p8g@Zh|^wWjtA|Eu0fcM4t(v+`^m)V6`lf9rq$re!&SDIJuphX!phZWh@j z9`Wt#Aq_$JjTvEq8_%BPpa{e{3ROl&MIHEy-TnSP-)h+J9^$a4Rrt~mx{pE!S+g}~ zWc|Xb$CSz5R`kegv=NbHHSW&UQs@|fpY;hg3WHt-6D=vN-4<@2*ooV`?*uitD%;JC zGmeW)>&LS{mZm_wPtzAakG6-bSWUpvMq*cDCe*uZeyL8Mfk zSzfWR{rJhT{`zcdMX!D7MkJp#3)O_?H%1L6O+F`(Olzp2GueK%B_6}hN!1##L66iI z%dux?g(r*BbO#3-G3;X74{zm!iw`J>c;);K#r`T2~h4hpj4EkFrCeCH2qsoyx3 z41^eg-T2p@#fhs=^Y6(#mm#q{nUg)T{g$;s+f9mr{P052PnYx%lf<91g%CjgEEGA}i^cw! z1Zr0jRCxuFsu@0W%e6qhtDEDLUt2RQm-B+{yl0wqW}ZLB=E{je*P~}eqpRb2n;b$L>n~Z7Z+tnR9RilI@DVcLlz2S4*=LBr5<#aGA^)woNEf=nP^w zEJ>Q*>8a+>bwV=w3PZd>MEV&gxU1?~$`-FcV+7Y3uQ#fgX7=1lbuo7)jD&deE?_9DfY- zP0jQN*gxk0leJ;RyKn)FTlHIv9l60AwOd5~i` zUti8vS%iC8@V^@CC`(5)crq<+SxZ4{br%_GT80b)LnWi8ERBz0$DBU((|gyBg8qXP zMNkUAK%VamToz7#(j%#sb#4(}IN&X*9G`Xw0|n613W~+N+fh&#Up;V{AwK6`*~ z#gS7^j%5mo9Y5I?eP)ex3vK!UyP>mFJ;bpl=B#vkVt%P`;x}%=jLRzp zKY1!3-9Ath&Exl2PNL7k;amRD@r~SDd>nbC*O1MxoEPGs2`|vEW)GtZBj>+j`9q$c zQ=T}gHjd3MIpjJZcrR`pRnAxB-aqRLF&Vtm-C_@O<@kIyScmC6zkhfV_i7J)VKgax z$I$O2pMMu@#sQx!FKD-iu1M-hy@y1T{3!1Q-1AZi1R*bxn(#y@7@BtB4dQy`GQ93_R>jO(gpmLB!d_iw5@FeMQQd>&o?&U1gnTNpv z#2YzVcyTA2HZV-XHgRU&BSeeb4AHYl!WHuHQ&?R;E`bWb%c@h-;IXxWJd1r ze>6oQP&ti;d97bLRuFD#+Y%$e_;+CaG4YuY{@r%;8eehA`H+`3M{Ri0EVb|_bzU;| z*9pz%K#{NfI~pEgva(rM%MC)=J@NH5B3Y;{S=5(=!7X3vOT`m4%V`Fom=XH^y(4ih zvoQ%?j`Yh+?bBDv|KeuDVu#pjU4~1G#I^q;jnGnm+EOk^Fw!(VFq&bfp~rI!5RG<0 zkZcuCc40F1(MGXwg}dH&Wnr+ncym2m7fxByA3?6D?w)d*`EGBns8l~QNiEAqKBH3Q zvdu73CY!n$B$f(xXYVY(k{DwY5Y14g)5;nIZF0=q>*uJpjaj?0)`h?~6#Gw{-5b3vMC zQ*h+0nmdGOI}AOb4t3i51wqwGyPv=fUy2ut6Fwp)NC?LwlwYk40fAP4u$BlKBbj{N zT+I$qE&AUTu5JfE(v=NIvjD{SFsHtN>TK z!_Jlu%%Zz++LW0gknK81ndR7*@lwfchIv~;&j2T|)1QftkhD=IfyP;Nl{}z5ONy{i zGAv_K3HNYhz8yS{u=~kFA-`N(NuO5*yz=0K3!gixc44zN76kzIBfaUX4_ zp3k8j)zxRa;z>rw4;l?WH;skNVi3~obXIFDNF1ItI^JwF^$j1z*@x(qb#RC1gtueh zBFdjE;Q~aYA9;Fj_xl8(l{=Ha=o-NZQla~0Kv^jWdAU7p?#h>R`rntG4hfhjW5`9ZG=HNDGCX!azU8}Bb#I_iRh`Z2OK6|pcye}L60?W8p-Zx{ zs7_eB4lD!#*XH#l49pMZ)R#>2sWdm|WpM*s9nXn=iteAtP$qd0`GUI6Gi22dT4ETE zzf(S;O{W+GRfr?_z^xi~x-qu4|8!}mkGARW!aulWWyY`3h?@VP_fr#ol{`vVg&btK zkY)@^o@K~O_$UXelw6k#5z|4p=DGf@D`spDxN4_7y8ma8)93t82WB*lUtfsoU0o>c zg++2^!swuusZVXUQ0pZsR?;K}Mh zCgR|u0Tr*232IZ@WX1miXZSt3hull#H=HJ;crugT2t-2MVxDOM;t-A6SUtO7;I?#k z2%t}VI+jePUn^2ReTb`6?u^TwD=*%u1tfxnM(M2`OY7;&ITl1*IOJ+A9T(*Ov3(MA z3@A4RiurONCVnUU^0xFNge&3Y-yzkLH|pu?!QlM_>t>_-?dT8KA2-U9$3Gem_wape zE#-rLruX>H@L~J=k*?m_>_SibE;IWQZQR$l7`~Fmm@KN3$%K**vdA#QQ=sVdBqk<4 za@9En<>!+}i};H020%c*ywmF)WZkWg*5w1Qjr6`E@PWyXtIwG~7wsWV%}fQs6OvSk z=bq;so)fQ`juXuj9#e>K#m|&Bq0(tzP(Mz6W@TI(s~_cSJqP8H%=%Z5rSM*^B^cAi z{`qE_B(4ICR*;b9lPirC;zTRA2tCODx?DVx{95W{SD7QNPOsrO1)dSbMivkk;IsWe zlNedch36^^pc6-2(_MjXnlK}--fNZMSX!XuFrN_<)sAErO4SMm>&X$Mc>Awktfc)} zh9=PoaWMK{@%?)d1*d+U!Dp`6(y9DY^x>_0FC3C!|0{Gah+`!=N4vxFq~BCGdC&FAH1BmA;`f~IWEfs_j{NDY&*(bK$iALQFrK2-;7wDE4DisID%X=)gn z7+8`A-WI@*eOGO>h>R1jf(XZL{Gy>ldEVkl7=y#y`7n-?c}fMxrQ0gumq)F2#Y0ja z^q6%+5`-yfS+Pv$%13OnC%W3T?zc~Vj|>i1-NAaT($WN7Hy|?DXHGhb6D3>QPP7zi4zBx`QQEQ0H3k3jM5B13Ud-lJ57t z*JXx7$6z^$->I(Nx?Y15D;`bmY&6?DZzgo2HeORG!n{(q4`-3$hB2k@hLxi6^30~A zb#w5%$7uo~{!U4%C$ntMdw=kMDxWbmNB%~lU$SXhO*s=+&ntf&>T!HuTbV;Y&X$g| zCKqPW0t}>6^6S|T3+lG8;05&DceP*^o1I;(-dE=lyw&7{X`Uxi`ekncpBQHxQT~2Ay3nxOe^bAI<&$pqIds;aX+u2c-K@=_p!dfhdzE>+EA%Qf0XkG+*Doi`&QN?{*UL2mIC!OQlYMe;ebJX z_^zlGbc@Il6)LQcR0Wl<8q>SbPOnWF#!p>F?=R;W9&%q$>WP{ok zPiKd#k_xqx>%VA#u;4e0%IstgSuVWpZCNb#Ufvxst%g*C8j$cpW#N)Rb|j6ag(0~l z{NJ6bU+}nIn%Y%j6)=xuZM=*O-N{6Sdnk_2P3EH7Mn*84`ia#`H+gyN^qL*R#9Ns7 zVp4JH-K#^yo4ZRlVpr@YnVxL4sVh3@g#F_aj@_*Hyv+x|)=#Bj#|ekoooD``^4|T- z%{l6SuAU`MJ5ue4Oi!HxhrK!~oHn%IG>Bk0vzBSEr=N8W?(-a&_;;pVIlbfOmAUZnM7>vUBCCO2iQ0Z$+aWMz^4Ci~jo$XUQ>)DS*$TeX z<<31VmG*03JR?bWHmTjg&2=QP^vOXTMFGP~tvW%sel+kV;o+CH5ke(4)@CtTsq{z) zur(Xz&H9q;Y@1`+Sp%I@l*9237lZ87 zkQ(RmXPofk!kZAnl<*^#%2F$~UNXn{(ojT3_&MXOk{**?Ovf%0tVUIb_R4;~*#2>} zsAa7Iq-z^Y+-r8Uw5~X`-MuCQDis~bXRzm^e{}~jVTd*|?FVKux9uQ)&WoXddiNxn z?=S+n{xGz1u3*)+RWwOxENgQ5IXLrMyHe#IOKU{MSqsbEJz|%K))`YmM{`-dX}^Zt z(fe$8ZJ2#rwLPDdijz^lI8;Fo-7NIDw(hPEph(;La#dOrtMRj+ikt#B76T(k4gNCK zUdKm8JTf%SBvB`%vY?i(>2nGOo+`+JNSd<uiJUPk|?7iTz$hkTM08@or$G5c}UVcD_y zYM?q%w_buSE=~CsUc24pHL+riTJ*~@fMKWGd}YAHXmtw1EZgHnJmAGNP*Q!N`6gZB z?$e>0CCo8DVud~N(w`c3uNe4Nzx_Nv3jIw60aQ-trMft zSyZ#W*DYy-rif0JLFgd6Lmzj}aU+?8?i@xrY}|E8zYc@Tx1Z zejRTKSXl{*ICeM={W6W=sTWavXmZ_cIA%};DOVx9zl$Y-2Z3fKmq)95zj7TbJ~cS>hxd3J0i*TyUz(`aSzuWnmboGCccnj1aNT1*wgKp^SJF!div zw>(x`Y>xPx>Z(e_&BeulOPQ6p$70K9ddrrWZ@3lVwI2BvA$!&bEPfhPw{rZkT+g1I z#k%G9?ii=-BfZ*CFu+hhG~}$4_O)@2GU}@Xtz#H1n-MaPT62E_o+V?${gI4%f^CaO zwkz>tyPe8>9L)+zS!u`o;kN0F67WgZ6NBa^H{UEJ9RZ#7c;Cs+q{0;ok8o zRk=L1lZTd)^5{YXsapD0Ahhp+y%&r2)*^QeEz11jvT6ww%0*52lQrRJ#U3&Rr+pN) zNz5mf#_)=G&LJcPrg~oX>~>ozU2A2794mB0%4a0v-S3cr#n7ivqI8a!eg3D#T!jo1 zlcdTamZgchmYykKVjvz{(Uj}L)ylc)D&DfQqk7tnRc@tD8DBB`^)~S7fjUr_I8J#k zI&N{Yqk7;6M|+mchAXR_?Biw7Pu-}F3jqy>nzp)z1E~@d1`ZH^%7XS|ZlB+7zv?b? zaGRubsjgryP5eLr6eH<8Zw+H<1v}yK&vMrKCeB8)R|y@!F`koiX}X4mbC&+6D%N&3 zLhlHpP8<*KoZfn8LI&eunXHP{ZIhGS=xqNXKHV|>Qh=MDikygk$vBAJ90SRoRy!e!R2o-SR-R?N z^Y0wBnwc6P;v>8V>Onl=JFjWIMk&e3RfDZBmO8}0>OOP8D7EE?LApF9FboGrOmIwjAZzFmWMxyimwvvcL!F6DCNMe= zDk|zbIq`$g$H^;zdFALxZB$A4KI79oQL{$r>TG@Qg5*e(t=?M z<~e67b-;pH>ubxV7N^#Bh8aoWNT}t@(Ps9$b4lcBp_a9j4DO<3ApQ0wT}`U8%y(l8 zZW1|k zU7RL7g#s@@&m=^5>DO-REnS3#bJ~2puChhlAl&R;Td1s@jhPlzl3lY)4TXBX826lE zyYghyU)ii!{V7{UJWW_2xq|Vlkpq?St@{7V>8tlfy11@kp`Dn z^Dt7^;T!zBFHEI^zPwyQr=6^vjBYc&nP35bUjmI#K(pH5r$k-V%anmpY}@@=mfG&HAzxy3knEI5X8X=0`X8kS9QSCMl;h zR|s4DbJp%9B!c$Fl@3DI0_Wj=GGdFHdEctwv9|Ay>vY)gBYr?^|fcT+Xk)UcUD68 z|HQu(-1uk5d$Uo~Srzd+XL?m#`KuKUHzo<`zFi!ZtDb2^huWz((8sPbGO0DHt*Wmo zzt&K5MA1v0rsd3>qMOKpQ`fF{BI;2qJndJHW%A!bf^0@Y@|&gzVgZ~~d=UqF-Bg`4 z1udEK`v%PVm&&=`@@pG!o2a^^dcGy0(<)c~Ij!Z#*NT~n;MUq!yAz+v{kgS=wUjl3 z7Y!K$Cj)0OvMXW|Se&6sajh(v%ZhjWox#`Cw}7{sFlmMNwdj@kcg6S4+jqlaq#5KD z-iz99a#{@kbz*+5p8%dEv9?g1#lMEK72ccWO*2mZ`jGdu-4wYA>$gFM8irn-wYHs# z@(`U)dyD@3dApIdyA7AIyOGAMT5r2Nw;lNBvR95Db=!=CX2$KtLd2bhB7*jPS_f@L zKlUPnT`XP3Pue{8yEC$yZ8K#vR(2yDh+VQS%Wm6F1e(IuZ-HGsgZ10Z3daubx5VF! z7d1u3H`IVo2u9BgwbnJLI@%Vz0pf>MlG&8B-vNeQ}lw2_N28^k)s^P!SkDp9=PU2!uc#-$&-bC% ziF3gD{p&MO3%sAc0v!cMj`^pl4NUnGJDsJv$1l2z&ZndG#Cp$*pLc!bV69=(VOKn$IU*f1N%0)4wSOT8%;ZJd30@LU%l#L=Ebd&2c=*$&8t3zaguv! zlbBjfY@V?HvJXM@kE;*0|9|iQiaxSk%?PQYm|?PgPds0({&*I;6wCM)JSt-|ukhf@ zZL@HAkO79Y;DF4!%>uA3HZ&H$@h8w;7^;Byc_0Oz;2O*T>%*t$$+h-Fi7nAW)B?(r zV3ghRCWixd3HPU|xfG~n@(O7wBS)Y`5x+1M?%^_f9BCZ+jx@lD(Rg_1{Sd`Qjm31S z6PdwHN#lDb=Z)x66&qiE3*ka)m%f7&!qcPZHeR0(6`}vJ-xCn7gaQHnbBazt>S+_- zv&9m6>XsLSP?tnQP!GO@Ih5blC0=C<)Xt4h{r!sJWWWVR$$%rI5}1%{o}0QRtPAo_ z5z7j=qV~oikMMJbZdq5bISODDK4u8_CqVsfB5f|BqhaZeA6vr((qeu`H zaYriI;F2RgT>>EAO6ssJq)O0yKiwF7kWh3{%J7PZ#;e3Q-~K{VJ^P6;ZlN$O@}E41 zGg$v+M*eh$)_6hm#Xj`Q4cLV+mLc6qmJCto7C}h6Ug}MnelOt;)-y$nk8yaA&f;(& zQ);Pnp&%<(d-C_qLB28izC?6+QEQk7@?`-0kYk8?ToGU;`u@3Px1a&#ss5kriFjSE z4t`Q_4dGu79Cj39^uG4a}lEvQo9|>8_K{E3s5@mtiiK zN_KEhMgB{vZWUbY_)3HJ#gW81NmAvo%m`B=t)l8RO2njWAcv_YznDQ3IqN#0bq0Ws zVBDTj-vRzTUY6XoDWS?_V%)q)*VQ1zZ1-dmWqU^|E0DLJAT5FnO*4t91}Qr4f-Es6 zuo%uHykT!M-c#Ma5{5JZTbUu`kji)H`-KaYJTnv1=zo-)QXOi* zk3bzkt%XINJTF++Nj`+_-Ro|LfTb2Q+h>yuRlmboDY!Gi=HUgcwv}Xe|5JUsw^F7q zuU}wUlWJuPGcn0G^g*%;Y`^Mh9BudT>6POG`#zWMn9vS0ogFnJ{tLQJQ}2YC>hOcec$l3 zhgl-mPy=rBdK0m6kY0Bd%8H426&RJt(TRSYuGPCK>1zJDBHWHW2SThhCB=ZYF*o(o zFx#P}Z#sp$Mq_G!b5H`(;6|!)=Dw-o1jiQ_h%_KYQRE=YP=q}n(%T0*!HpmHcii+B z2bsCq$8V;XRx2FUDKk7t`{CB!A$ z!c+8Dsdt9D6^!Xx@#z^6yqH9(G`Y#5Fx!}R(TCMw56C(Ik+8PN20$egMT`tHu2x2t zoS>N2?Dq(msB#Ke_;WB1t%aKq$ZDRuM1Nt`b1rBuzhu`xC7ep?VQi9ysU2cLW5s{jcj|D@DbzaNnl$? zc;%>~ZQ(+{b++AFKB%0ty0LwkB~m_AIu*T1uGZf|B~I3y{G>4u!54+DQ1oeXN;l)8s5J^6oi%7M9M~O zU8jGbve~d~bXTG*l$CFWkY`GDQjp{IDmrw9GKci(J_fG4@WpiM&K%qe0^z%`(&O~g z1W347MSfQWnQ}uLJLNJ>Br|Uj6e5QaLKApGa4$B4mB=J}NAD5iIPb$jS$e7&gD7!wz85#7spI~qjV>&)aKM`)L zFs3o>XaM!y6;>fasz{LNEW##3C0F7Hkb=ua#?yPtQUk(r_*bL$X!o(JE~r80F1#-k zdMbAiX`N{5nA+Y%3LrAHizh1?nI8f!z|hZ&(J$$W_{om^{}T&6v{WQazL*eOs;JQ6=HHD_FJH<6Ef(^>eyp<&l|b|UHf%mD0nBo zp8&(Ea$f1|t`L1@DoN_gm=w076qi>1hN=D=Ycg6l>>$YNm>$)xFly!_l3sFWN&?1n zqntl77kbsaEPvw02s&)bshiCY zv`?vM&8`UhdJ-1pNB#5qS-_<*;sJIKPb85Kgt1)=hGvD%>le?(g2|J7)h3-aj|U_~ zr%*=ba_tjOP#n2xcWlL;Hw=?7d}#0Fmaall5CkTr#3alqt5M!Vc)_}T>>a{8>zk*gyW88OtWJPi1Y4bkvxL> zs?GP7dSH&etv*BkqNI|=9OlP?{Jy7?riOc9gSP@YY(zMP6fpqKe|gr{YyE3P0`aZW zTbmPG9~0tZD(0?Fvo%Q_*r3x3qy>!MWt!H4Ru|^&2yxLoo&)dBIx1Y~?tuDxc4uUc z#``*i2=2;49QSrYHuMOTJA^#Z;$oNMPZnj%OY1X1ax%uA8qXV)wUg6=3!+Qb!nxRg zC#HoK*4SrE4so7>o}N8m%MLp5#_sCw>uz#!tQzah&}bTApP`PKIRkt-Wi)V3hgqRc zpNoCu+P%}BmUWh40vpyUOaVFYV=!PzLnGoBW0^yZ#xhu<#Y&#!4RWwct(0_P3x&*6yk!mTmMq zL}AW=0KbAf1d@q9gZa8|Y?)spsi2b~~{pNBUcQlC6XRr*+*}fjm%?Ge3a~yKdZ>y^)cC&g9~&P3D3SP%2`14e90bNPE5)A zum!Ha4;#B~44J+0WeuRgV9*oM@g}ZID7dDznf^|?B0%8ZY|XsmDX0Zq_DA;&Vu5G( z4KK3*M8Un^Aw07HbODq9VP)6NJpg+8ob1zM=lkCLpt&|^_FI;*6GzYut1~fc*HhSn zFZm1tJksSPl)MH}@T2?YGqX2@>^roq0W6rS`v&q&fi?2|d%?C)eEv1@(CCYn7R7sY znXvk|<1W=kCR6-4+yQoYS;Ve71X-OfCpg(5lWbzyd*8z`kVia!HR?x40dSV@As+K< z_~PhC=tz^*{VnK{QT&TxW%s*oIGNkO$`V6?<3LYj$!{MIhAYUbl4lHcwjTm%LlxA6 zmXHh5x@JBXd}dxnEeQVK0cZMez={11qq=X{lRFR#vMxm1QrEi%ufMu~)=xw&Fac>p z7G!{0h-A5bf5aJR|00X(fB4avWsnENhx;Sg!1s_Z+VQ2e2KOzTJ`hk)@9RXhdxcU7uCi-e|;o zX>j;xA)c%r$b%wz4XR)r3JlwQ0}FcklKl2X_We@IgVi(3roQl zLNZQ;DWCu?!53hFcp(eseGi3v4{4ZR;gdVy3y4|NIf-O7{Ad#GK+P!`&|u&b7`E%? zqZm5bXVgI#qIB0mlh6pnI*(M)3j%l%3R=4{FXLMwWzS*%i!^QW8;q=wVdYNlg1;A; zr+`7%TGxD4@T2-&=?hviZ`Ta!e-G3HJ?SxfqszWCC3ip<0DD}+KVM8!QrF4Yt{Amo z&g0ZBK5G$nYRvsJfHp`=XnrXDAF{qFIk%><6(_GYS)@;&OJ*>Gs(UOsOrtmC?-;$mfL>a~{h86o zm*>OkkN3OikK99rFVI)>kI=jG*VsdkJIkYIzq3K3KPYkl>19b8@~<;jaPTS3i;dER zMw+9u!O)q>si|yYT$t-kIs+GjZ=}G-S%$QNf!^sP}uPKK0wBn_TOiRn_u9Ef) z``sYLF>RU@^)ZX$)Cfy80E@79HW~bAF{q^)jRyMX!@|zMc?_==XsN=M&$C_YmLura zstdf&WqyY;y^~53%SBi~j6VSnAE#vUhOcLf@GSmzO#&;;U+waZJZBRZuz?<*sVQ)9 zo@|+^vc(ms6)1doeE4(XfhwlTxJH;G?4_J`?)6rbis^U(G!_kFz%$BHw`*^NnlQP} z4zGv1yL+rmNPh}@mNgNhnhMnuo@_7UKm*ob41gF>@Xb-uqVkzn+| z#Tip}x;DXD!iWL*1kHt;pi87Wxj8EKQjdcym^GLZuo{w$RTl%zumdFH{A@ zQwu~(=wq)*8^FW6CZdhPevBTE5fvrwTLeDvjEUkBy#FQu++~< z3F%92a>+tUZi-xt;PUJjOU!4dC}Yg(OB};loVv11qCDJD@aA?wl6BC0NupL&^ zLgK`ZWL%|Y()(Nu=k=YjkdXFdGF4a#ZnP&dz z(g%P75~1t)eI5z>;rV32?Uj`LGvlcG=xIm$;bCYT0|Q_-kt}2!MZ-}x8=Ml7QNY{E z$%4fFbfw5i=_0_I>=O+ACyhY7LrE*+LF%fFN!Q!BufmzqcO(6+0^y<$W9UdWBc(;t z;kaBOZ@v-QtU@9o^NA5LMZodXkrYjc0twau{u6#RG;X^MQsZU=?;2r$@7{Oi^>2=J z5rdKP?hebLpF~u{c+%*S#^U|dNa&DjD4YpKftKYo)TPHNva-l!F;K}dW8u>JlpNoN z7NLun^5JfUSd!L2FZPu5mgsPmu$VpCgo)_}i%8}Eq?*W#x1&CYP{BW4AfQ1kK`e~` zgwkx2#)2o~Xip%35!(F~#Ls4TNq~?r;LVx)qDLzF%a%s+q*^G)6)42eV941K!|qhh z*pd)Dh_ktJrVEJZDiVl-^2oDu5UOJXAqpJcz$S>$XeptyM6WC=v_NjaA|o1z3e7|d zMrSPYsbtL|vZlq(vS5m0b~UvrC`hgWy3FNrYjt;T|4fy}>Zo#gwZO9j=8wAk2W>|E zjc1!?XCso0!~kL*M*T|iacDrav)WMEm*fv92z|y^!0tyZ%t#Or7LAJ;AVNr=t@lJv z8`@Oi#bG!?kVKpDR7j_;XvKkUA}IaRR5CyRaaufP5NqI8L&e0lIKg-D$$4miU#MIh z%4hm|EaL@tOKm}li+!-#AS4J?)+%R>(i-_{g1zA&Xb8~YrAkT|^n_#>pyu^i-CcdY z#GI_O(T;pB_rb@Fv{T0avps ze!A=+T-tC5N*vVZn#s|)9oXx0imR{bF=(#aBwJ9g658NwI*##unE^6@vEOB+=B*|$ z+sPeqMYsa--Y6Di9ZcjUjbQ{yJE#G%1xzZrDIv#s=;bDoSb-W4QQo8+b3Mf|C??P`A6Z5&)zk}D7g2fVrHv=SvrM^+dV_R)yk zP{=WaTu~7TPaJ)at6w0%$Kx&+Dvo ztR*1&3mCs1-F4{8hR1~HN0=7^+q`lPxrn$x=C7oZlv+75N*U8l+$RzocHkkAEE4kz25=Q{FB?1iCCB5xr@K3nO?_X0UPwq@f)-p)LgAr` z3A(p&X#*9AMtmp(Ke;^eU)MTU_VP%jEBS_kgtDM zq&eshSJMPiN+|P@QXU?7iW+yqNaC<%HwoH;Lh%{2&6E#caAjZyP&8l9L9^b)AY z5p{rLRst_BoIRpHqU(2qEi|U?B4(ECMZ2Ixj)+w zq>N9^QbX=LT~q%f*%?s#KB%%F0bO zuG~sLZBz(=i#|xe@h#Dzi0Obd*PIS+`*;B&MS$WW`kD^o83#9s_wsfWr9^ZTAaH;~hPH;p&*>k$E0V z_8f@E1YmND(Zcf#;dLX)3dQ;ZamEqwBV$5m0(Yh7Nn#74Y%{XP3<%g#V5Bj6 zJTVl|jf17+3q`0U14|}I0pZ6PbFHr*8yKW-`C&r0N0CVf;iZ_0I52w%Y{2z%akPPiNT*;O1Su_9w!Q(OAV6~+ za-svBu<@JI$b^!L)auV$^IjU zCtC5>1HID@S5pB;3vq569;IuKK;xEUkp)pBQpL)rH6enZ&TSozrvM{mTMu6(QXv7X z5Z&l#R184lw~NV=$&-M><5VjQ857}IwEi;xvvVe%JmAC`R99`wm6mU3t`YKdY*mm& zpx#82!A48MNW$2`&|$9>I0%LrPf!wyd~)=FgJWkbKXufu2QhBmuW&68Kk#r^a}h4W z#;no=OH3Ka#ugGc0v9~;o9Q+K$7lm^#-NAeD4tqZR~N(ddtd04WLJy*EFpL|CU^&t zIN4d6DwQPO@1;~X#yMR{M|EX(ds|6UleAZvo|&6U_1=C#wdy!i zj?YCYhSCcJSzb@F({a&E@k%5$0Db(?zZr$HI)vgc(v5OZ84gZFB4q%sX~r)=`?T23 zos*yQ?g8Wr6B~&CZ=_KOB3AZ3OxIqh?zDnYl2DdZ_imy!YHR3o zb&&XTc?(u}2&d|ZGGPi6K>*Wu(1+)NS4xkLgYo6P~oyzvv8r*8!E1-y0D0Golc1R zl>V~qPUufZby?!@FnDgL=x6MGbwuUEMeChf*saXV=C4B98b=~0w ztCyDf$-O(+clgPP=Q6GV=_x1VU>UUX;4_G=sWb`UxTqSDLUB<8jO5(ah87Nhx2hEX$B z_&Oc5CX-zE;D1fJ>(kOm{tg{>|20FAA+cTyq+SlY5kAHHTtzb(V8_zr)~z!YuKPX2 zHfBoAMnAu5;gXPzrW~k0}!SPAe54plJC-ar&St5EHq!q z=}ycXNsY}^g%Xeu&~$Y@4F$>tmbNV3ot2t(oIAW+Mq#mq*^SZNiHV8Pjhzcb!iJM_ zEhK@2HB?$pCB|}585K5I#Uy6T72$q=Fr=djMtxhfbGI-X0rbs~{0Y-(A`?wn2R%(E zSJ7U0QpV)(J~4G|@9ughZ=Qm*TedguPm5PY)1=}YHUbaK6JJav`)47y2R$(zO-r|) zE-%Gcb}EduF?jepCb-KoMGx~TV>hF))1`!m+We^&YlQU)r>Q;-T8e`S*|@aL6}Pm5 zgAo?|e~9FH02zWq&&09aoaA12A})&2y1f@HPNO~D4hFvWpi>XIUgqia*FK*gRT=n% z;~>?oauu0sAvuglnuUh0Qp$`diq9gpDJq&r3i?+`Bb&}V9n{Qw7OJ;5yw9*4Gln;v z_Dx{;OpZ-|Po$^tYvFa-sR;MGqMIcm!qlQ9EeIr;T#+~C4nH;ve2;q^E?=bmGO>`W4e14=Ricb?JUl8KV zPRYgdN4GRLK2rD*@bFZP7^HQ6>#TBlmOhr@oo}J)Uuv;haoYR@wnT8((1vKbtnSVyxH z&)duM0i*d_3b*T-HsZIEUf&IBO;gl&Y#ncZ`S%K}`8|oj7o}S<)wN7dveV`q~^wF8Aet!uzd9i@5 z++eFel%K3~!T2+kGJH)9eud0PkUcwQv!HYBxx>v(W_=p@xh*%@`|m-<7XM^^697wS zSv!~Q;kGswa34kf!BMysQ)`)RCnGL#XwcbN@t9I(^Lp}Wyf&zS&ndvveKXlUdG`U@ zDpOq(>h09^d0w@o7}a4o8PVAk#?09q&N+NNY*V!CaLCbNdM|dh@(|suNWrgj_qF^- z{s5hq(DJFG!_6s@_|I464ny_Q6Cjwv*B#$-s+9y%5z*)}d-n}v) z+A%NQ6?^L;*tIZfk`%iPrQD3Yqr=ta&v9~H|4gUpv_g-Dm-Dr9xdt)@*k67szsQz% zlkFWz9LPxojB*_f_a`ihy2c2{VZ0JviQo+`xST7a10&08+XGv{(P@hLHGnb_zP;ti zDH8rIJop>A1P7!_Z6x6A=+NvBm+|vo?jm-8g1?|yS<&Gd7%YefurFK}78ldQj`hu7 z2$zQbENB=w&BDHVtkvo=<-F$|ggm4EUMv#ygT8Q^d@Ii2AmW|=bUKQBDEXC_>6b?T zW{bks80638<=e*X}5fvl1ImuB&F`=jO9{uO^NGn zmxg4v<%?4$)_AW0|Cp80q5!vc2)9Z0$8-3uI(}Z)ncN$AABUql+lg^#g?XSrm4(PI zL)@V*{+LThIUCK4>q)I;E8`okb*7P}7B9ZvYU=y@CY{To=%An@@__v0^TQ<^3B2s7 z->x>kf>XdY-5zW7?)v9E+khNx1x@a2Z+liz%SrA^>44dO)|IR69Q@X0mNU0U|C7=# zuO)fJQ7*iK>&^lz$pEssf|9|3wwCDLQ2nnr7B8Rv!SqZM%v88HdjFl~LyOi2tvw=( z6{gDyl1u)Cst(Ql3P88%6#pZ_J3X@b5}>1Htor$Som(;0A>BBK-}E%+-czWz6fQ9y z*^u+Aigo-(Ir&P7<>*HQRt| zZ}2s(c+Z0aQ+?%FU*^t-sGi=6_FE~0yesXjx6}M`b6qv+Urqis;-q^4KAuPMb9CZ0 zECU0(XW)#OB;i>ibLak_vhs~M=s(eGjHVTz9`Ico9&2^wkBoR-8rT{&`;+LMJr(wK z)cJ85FFt?VVgatfUFcxIJWwFDX2O2xHN1oVyS{R zCswiW5Qp}ZL=jI|bYIU;vw)FnU77s}-0PQWf;a-p4ZwSUd1&l(HLfW}+xH!RH;~Iz zs-}lNe!C$0!LwEI4xD!3f#K|k>7#$am{#wG)MjI@LicFCjqhR}TJy;wwqXOOVaM52 zCl=`WbZ(9Xt^fe1uDWQP?q&aOW?M7uQC0SQf{#j9@G|O~`5MfCX49i<%-EEEsuK>k!nBDsq5&H^vYp?+D za5XTpVvRl6>N~!^U^=O8$a|ei~WO3a^#J{ zZ?|W(`}wEy6gbB1dcffY^!2Gui?UW89o35|5dyjwMyF-_=el*vYq@8I_NF|%6XXB~vgT#pmy^)zLxcDsL7vtTjH z+Y_Y#o!^sB5;N7mp%-GKDfMA?ZNO_fISpSNKgQ;v&*2HM3bfx9BDU!&0nBJVuQv}e z7|rhOJA+R~*+Gvm({##v{1;QZ3Zv0N z1eeBmhADX<=kRJ4ZsD!>n;GX;fw^~UsH;z>qFcb83;1A_%4+jWVyGLVu{C>+d2p@O z_oY_tvY&b6G`EiYmU~IFGw{YiDQ-VC1!H|ArMPmU=$rwaUGz_NK61MgFE&TX7{GdS zR!XkzW;)Ejk)(&z>u@uQOE^FMQNRiK^R21N`QVW^wUFy;oTeO5-qS&D#6Y@+|k3VS@>%t8|jH%UKIPRn3G;eTpK3Z=}v{yIVC)JRUU1 zBt-}pDdXI<1ARtMxTL9wn7nz*$z|6- zf#bZcgeeJqePPALf7UA1&hH@jMfJY09Df{*B13rgHC_b6p zMu$RX>N(< zto>hqIO;aCXKD(Qmk@fwf5GzAoH#C!q%zP!vBolPUG&zQ|5!pr;|3r$R23KZUf1(5 z$Cd1Sgs^V1Gjk!EcdwNmt0WRal$UCmR71+2X zuVkZK(Jtv?W}Dg>KH3lFe0ZLZ51a76K69NFF>R)J^_eb~QYAGKJ% z?xeDVi(PgK`UfHPr5O!<`uc2Fa!xV#hFJ-<-W)PgKI^WN&M8Rs0xJ+>JyWC?xM{2B+Ii2-`E=K<{V#D!CzQAm% zsf}%xJ7ZdA0A2biTjyWLejYXxG(Hgrku~gFXtDdr7B` zRnYDB&Lj0L-Wwuo>L`1&Cv<#mmgC?aZiD?V0CW>#Nd6|4$zqs7fkx-u^OkpPyj4Ks znKyJf*V#LH^;yWJTwM3FyA`MSoDMcp!Wz!B*Z6RgC1w4L-&WAlh1>O>_`AOfXL&8- z6EXww%U6=pE9x1{vQr!5EpmKE+jX;*U?7&Bhl|-#!eqXtuv~>Wxdj#9=QtGBZr(l3QH|*$@ATA1a~Xp5d+b8OIhpNStjVc zQ0Z;BxTfiMQ)SZ~_wah@;2>h_PW726_tvSe!QkD|XPG}Ej9`+S!G_-^%`G?kt=%5N zF_hpo&t@CJ8KA~{5P|dhw?qv4N{js#fCbQVX4%U=?A7~{v3JeskrmF%Q*dK^ju-zG zd7^MW{~+PIQ^AzUd?I~zGHqUM`|n#Eb%^dKuJOntD%9tV@@4NhRYNo;X& z+U$$gL!*5ob<1s|^rr~pfF)?7=a<_$bTAOoo=>;QcxAJmQlSbB&B_QiwY)zKK>ScA zDoHXn85cl_Fu}I@+VDRgi3L^f#iO1s3pph9Frm=yQ~sWUO$)9V!mu*>r-DBz=SC_H zRCa0OzfyzlV6ZcOy0-eQCgOV>ukrb=RkTiz*Uv>)iz|H&Y&0Ze+FUqN=eZ7&iOyT!Lm93N zms-3}(!`|;_^FETY>ws*n(6HfXXwT41^L^loj02EPYz}j-{=$BKp zJH`BBk0DzJpwMF6$XNZ8-GJH)EbuN0j$xmGJjUcS(m z3mkuHa^4vYpI@wx5%9fikJrYt-JeN3OCja8gqz)1M{^t8UKcFixMyG@eC6MF*MA{V zE~kYXRN<{S47=AjnfAs3LXem9DcZ?R63AC`(kgAmP{X8o@+u(rGHAbSAa4o3OXR00 zOO5{gV;Ix;97X~Uq$OALr?}nqjO&|I09q&#^enQJJ)WKNPdU+jKRP4Zj+RziRXZm}Driq&?ZY%$xvy zo4#nRcH$Rs%bsc$RxNCL{`e|$&9@(Lc{X?~f9^;$V3y_M=*1SWne)q&&Wtuppt1dc z?UJ+a`WPw+ZHb8=Av0l_=V^5Wn}kIg3CB~-8u8f|MvKGd0e|+a~u|~ zsldmhH5y&r!(lT8IDdBOj^R`<)xYfM`o!{z^uyWYyIUPQ7&a|U`VkP*_5u7h$L1|m zw@EzDOLxLOFKIKhTl2l2Zi%pLy>`T~lDE34>xuWgYyA>s)#YzX`1`<&7}B-H>vY(^ z*?w9%-}t#RxfV~0Kbu zaQh#?_TN|p81QK6pDBB4jw<+{AHeb7bs;tI6y~2PXX;uoxXBOT`p-Img^i1gi&4(p z-qO{InTV5xiJ3z{03PQ5zouu_g*T+9-ctQ{`?LLZw^j3cr_QC$e8q%D^ zPS<&b{aO`l%OMC>q`lb40|K;D7^+q^@hI8?niNP08J`qU6Xu;tm=!Pxgsj7Kw!StC zgxuFFCF4%%+%(`bo7K|dDvR6A9LyMsn8!0r%1htPZX;j5z7hKMkTWO@_q+mg*)jK0 z1?g_?GRTo!Hsu)Og6D_hEt1A>w6xuvZ+fqN@3DfavW{?>t-ta13OV!V%34H&EU>%W z<9;0;G4{eUJnl|eWYOA&l-J8}L-PwF?byGny|%RQeF3nykP8B!xzSvN1bN&V234vJ z{-d)K@`WFIwY2b-3q`$+v9`FBul;XRW^^hr$n%}U^zu=3eO)l06jKNQQT}yI&!0Kt`Ntvnh0+%P*H{xOL@OM|*Y!~m8`9kvO32$C`i zRf*n6N2^j-;1Om)A~ZkU_l(kDMLn~C(u->vw+$G76S|?YJ0L(lw^r=$44IroOXw2O z`QBpw=nQ-J-1i5R2r46Lb4`5{X}iw1oW!a2mS?}xrhn64z9sr-29TksFs@7gQ^cBq zFZ%3!+0Ws^AbcKih;dV4l!NG<;8hquX+*8fiOLz3*7;hy{-XHatX1%3_%Nh6)qK2V zu?M*B$2&9_8&Ih496y`6_Qa6c6~XMk>3GEl(tR;}iA{&kpqM|+3SwY-A#z{R`a<^5 z@FIstmr=f6j-7q8hHVJk4tO*h14Mn6pPcZm;T>n|9Qaw zz~72Pf4Q;04PpUNBJeU7fnsDITS7E@`C{KGO7KVGX7Fc3{ATppk{pTjMY$J7ciF`s zSK-k8I`W%N+4jPggHAk?LzF>sAK5N(yh86Yho&NFWWytL6fWERAMTQTAxWOL(gO?b zdVSHGZbpd%a7-I%`jg^f1Ku=j-Z-rS5^zJ&0PwK{2MWM(+VyopS7OP!gXW$>C{qxZ z_4V!=To(<2K|yU$dyw4MBgOsVcdFJmXxQ0jYq?H7zB74Du=(3cT&Lt)-pjvNp3Ws$6q9 zrxO1)q(1<7s&&faCW=t%!%VRg)KAJCP6~UT%0^GL>xeR!`SFQP(@3mh?}#dLYfz6i zz}bB}EP&X&Vi(}@ER0kV=WdUR_;@30?{DS?n+be_w6{?L?uwgpmS7Wv7SPRczh1jLNrhyF4VvT&wZpyuoS?tXUJ$~U4-8_hb z56}SrU4B!*kK9F=ESbR;We|onCglRyWjKrfDv`)(?uNW+yC<0tPd*C1EwphqWp)e} z^x@l}a!Ym#Uy2nor1gYRf%$yb)n`t;F}wYa}({{odWD$1S`QD=GDcye5GDM?u*GDVaAD)$$@U4jqp z@G7ivm*kwBF%UR(lms=FGF(Od2fd(tcUpk$(0{%;fD2B0y5Y1AZNBbOt~ng41&IkL zDFg@UAt1>4=WI3G?+C5VQ?PX89p)4lgwsV{BP_e{ArySSOqVB*$6l?y>lnHvwS$yE zN|3mUn=F4@4BBrd_mWc!58rGpgzc@bc$oxL%8fn(8s)|7ltnis{_)p{xNxwYXm04Y z@lik&IA=guOhI&Pf`!20*=-O%Q|ONkEAcvKhK;dzX3C!oos`g^xtN)R7Hf7}#(tfo zwtQ}7V;duc<#+sWWAuOb!Ea`6{Z3Qx;TDL|HdbX`X^sXw$@qg&N=PeucrgsOq5N|S zy(97mlhZgU$jP16-4M&a_-#FM-VhLL56(k*Bq$(wLqkCQ^QYV{ea!0^LipeTTcSC| z`Ocw8-ZoaL2d;1Spw=cC>lOXzvK68HlQ}7SK#i7XceBFy#2+~=N>S#k8BhOi9C4b0 z5$@`~VO3IO%HuRVb@Fp`@<~u1@F78i;9#mrgozeAC9p_F&7iSGJ0!G{&Thm7_QZj? zz&a(wR#Bv^B84bK*NA?Vjx?JCW(x}G5m8bMo~=mdnew3#sD^;Gg$R`De_^P|h%?9W zL3KEX;3+Zx8fJzQ&;`GRV&$Sk^zjC~|(<8u`f z@9Vt*i~c3U1Z(HR6uQe-e$aXL!OObIxkymb30dE#7mSE%&X-I!{)dJbU=mJKar2-i znVj>BrncaYCP}tT4~8|jo{4GIbpij^bDsnpErl2!Tn&3n$Dt$z#k$DVU`%}-?()3M z?ooc(CSqvj>IT%Gd+OFePhZ!%%D`da0ODV?j~uSS#`+X^0WzX$2n2^thPQ*yQ`L(?#&LK=Y(DUTV^ACYz3#XG zJQGq`Q7R`PbOVfGGHG?B->Hxp9qYfdNM()b4~+92e;oFnyyI&nje<$HrL0=HYE`Pk z#$Eb|y{)vZVN0T zI{dsw=S9M>IYqO0>Rz}!yRM>MvZU7xx#gio~nD zr)QEUgid%t!7>A)Bd`UuA8XnT2gSdH`Pj%*b60`x$yF5#h|Ie6AJl+~P!-Y~a)yoF z>kWk@`tl_Zv+%1@0W5k>Tv}ZAJ-l+wM5`9YnD08|77-}?dEh6a9qr*bsI_}c2;wUW zwNLUI=hTDjvzdXdkf&f<=Ef;i9%7_Sl&CbWbT7mPC)D?|p+T*1_T=Yv}eZ z1g%g%Z^lg}e*6a{tKly;Mob23d{I|t)V9JPd}V4p>27>}0?sUa<&I~gC+nz!mjL3J zeBv1;HLd!`Jh&^Lx?LQqKFh|Pg*j2ineKrl~%9PuuuMSO%ZVH6xIdbk)R<*VWd zu2*X|+>gP^qHR-@y~eTFah85sv1ObH4obD4WHH#%*TSl1FdXZX^yQ=cA%wqk#}HBu zKo-e?I`_&g^k{?x{XPB}JSdv&T1eyD}UJVo04`JMNZ9JcLD=mRCuB~06jq40)2h!c5R$dliKAAHvXs`hWy1dxIF3q1@V z@CF9PP~wF#C>6;!nx=PPJyOdHc<(owK&T_uo_3HWl5coMuh0uOOs<3{%$_AwAv5fS z>|`RdEP5X*RO|>HEf9gIC)ys;04WqAfRr!jhG-pM3`=+q6iQIMjc`vO2o#Dr$haxe zgznkok|5~k>>?KViSz?%&pwE-U`v4Q1sLX9dRDJTOoe>^9R8_JQGrxPeUJJyllS5BnCwD5f+G6b?aX;yF@?4Dc@E0RKNy0M~# z`#!FF-uWfe#tl3umaO1_hW8Ezn;^U~>i|ViG!!lp2~??x=JLV&GV#OTNpT<>h{Y2AM%gyozjFW-VT4 zBY<`l>fB zKkCZoo^$rq0`mfYg7_l;V+0aF{J^_0-nI141^yzxVe|vk2rNA|@$CPR z$v%6--Yw&qcqALm@w+?t2Vc`SWcu&1Msn#~FLcqTMl$cn*sbTBco)(iu|mNmx~!#* zK*`SSQ*G(GgAni{unVdb3yct`fc9dr>*WUk`7qu6>=Oj((fyrr9y-3D|DMFFF9_5n z`@7`)eO$lh+W$jgm)Fk$vIqV}V^`PD0ip-`MZ&!09Aftz{atT``pQ`!))W3_sn5&5 zR^_3+MlI{0L&PcZ-1#qk%>-I&I|KMDdEbeP!OCyF@NzYA^o_kr(or`7_vf;Kmao zm^f&O{}=Gp0kFk4kScHAAv_Zu_ALAjXjX+_8+n`CcM8$ke3!YStZSr|z3YUou2w^^ za+DmOyAdFgw3vX&@ff4I=BsJ9WcT{wc*3((B0svQvg9 z5TE?ApPjripz^sEriMo@ZtYP5x&l(eEia zIV`| m9WFJK|ewV;`r#>N2I{7I}^_KbD5fsbYlmAwCmR%8&)MO*8|&U8@>pij3r z)B7-Q467=iwIr{6GOrZX`RQ)y)<(@EHR124l#^!;LSsy#7D8Xdb79!+W>hJNR+fbP zsr!cbkoBs(bmTU&Mc3OIKj!x7wc(FzmhSuK0OYUA!AYR%_wqE~mM78d zFE}W-{ci~oc0YDq|2NcuFNc=5Sn}f?{Jw9ehU)(B@RSD)k>O{B_mdNgh8$b+z#D)I zaC_1Pd2GUp6eTyN3}@WN7~<#_nG6ACFH!Bs;P-1UC|&V$RPm;111R%q zqucz4Zf8SG(QE?k_Q(p9W%T~FWzS!tra6JKB!^ilQ=pFUN#xVz}_OwN!C z#ckT5p0mKs@0%_^J*lU-NT4&94%4-sFIG7>Unc zRECJA0MhpGO**OP1e-B8kxLF|$|gfz`P3Hth2G#z7@gKcUZHz0Ca)*_QdxEfQp7|_ zBL#kOgnnBuG#SOXKqcRRF6nKO>o~y#!FWMd-;%I&MFA4R#1rE8?l`xM`>6pJe7+S0 z3vb>-j`+1kBGZNYI{NL9S3ZE`sA_>7uayB*q0=;4Cb4lAN>7>lz{;ZcoWL9bexfnr zvw}>_qgMy|Kl!P(2e@r2sghQL+_mx}-kz2tuS162>%qjB!P{oBv(UN$>hG`%O2H5m zf!HO~;@mi|(e64-xJ1xH-#gViAnf$29mrA|;k!5{SONffEcC%Q88*6E ztjL*B*W;Y$M4-qk^c~xU$V{B&nDHHJ8m}Vk2i$Lj}Vnbrh_j$NRg%sO@UZ)gt3!mGGg&j6n=c zOmuV%47COqi<7z>HTXJ*=?j^bwgg%_DPwT;MYN(kx#G=A!y3SD3SM%ZW!pav1_e`n zglK7U3(p@(fJ&_d)5VUHqEbj_eU;!K^a-+tsD|~$^(AxZgJ&0&Vzqu_j%~IaoBEu1638DBJ*PDM@w`OpgC9-8mIdtGq z%IESP)Y%BSwJZSg4KnC3@?9TJ zQRS{=O*@#q?1_u?Ua(}WJKzP9p9e=O4l<++2?8AmBUWn*vgzi>6cm5YOI z?U7v5yDpt7ZYC5id`wgt8(m}61j%ZDOJtj*&lnU_^!xRuV|phZk_Rs^!i!|qRy&~}_ zmq`G>k&06tMssIGOpGoziTBddj6Wxm$Ud!fM}?zob}#wsu3MRGB(b__Km#VB%B7K8 zpxu>d;d0XG_^ATUYcI&f(xe!KNhOp3&ntag*#d8$qR#|f#xwrTN`{T0?KRK)X3U4l zWUGrmSMTkb-$OdhCv&CwD63*HSyxXJzDt)E7O-BuCx97q|RJ*#I}7 zUmvFqEXw5rHH<8oDystlB&%$W@1@!a&M0H`-G*W((Pi=I(&)d+d2DX|B9)dMfja9=oG{a<`taI z26ZnZJ1G-9UqwVxUt{?e5W*if=2IcGYMpFY38K%K(?C3bbc0-3SG0cN+W1ah$ku6B zhcAOoo2BlGFWcTLT}PIlMg;iN_DVZ+(kRg8fka~L^M~jCoH8cNFl5b8!XBj{OBBsq zM!koJQIK&Y#irRSalXr%qf$kA(N3MRm|Ds{XRAcz_|R*@wdTQIb4Qbd5{D*>7UT@} z_C!mXORgug_RJDArGxOaV1!zp8UxTcNMw3t8miqs zX4hCMG@cXplDJGhCBq?AgUPIT=IPKo?OwGV} z!Vy1vuxIyS4bA%(Ut$3T)-_BQIXGWY0h6w&v$?d-KQwD;#RzGchQ>t(L*wB2oOQcv z)avY>a?^DQ*oR<6bPPb$F$Tu0p0>ht+%Z&1m!s{mV5SArX&L41>IPjq7>$CtUqzo$lW8XP{r+PD&}(bvE)%tyYnK}2v`fF-8VDrp9kuDl z;=2B+ZKn^@bWh3ZdiVU5#rW~HW@8s*@a3CYnV;X!T$*3c82f3%q9EZHT{j-FMn>Q^Q;I-Y(Txlixf}LYAUxz zf#T)o`m{(7iV&AlG_UUE+fjXxaWzoHLiOmOzoG7EsInIEyV|m{aUl;5+Td_O zBy&crjgY5*l$I||X9W*UYYOKukGPvWBsN2->l%vN`pEyj;|ZFwMEo7^?6XpNnYF_BE8yz zQYTj?0~1wKaya@d>3e3I@@5u)$*ChbqjnA|br9YsiHzL@jX8hZ=!25SkI6a~P8lbq z?_&G(QmwScWMapa6&A`~PlQ^uJBJc0F{ek;Kp)1VSH4TeZb_lR+QUm$NwtPuo{%ZG z+DG;H_yHXdbU#PZ(ap;*_WpDRcV?KLyT@nX>)7e>C-DErA zK3^f8Cv+U4u0{q12U1XZmFkm0*+u77IZ*$Df>oyKRXBxbxIir~Pv)>C6GPe#CLGue zIzQlf;rFQa=bi6r({FNij|Du>nKSR{8e)#f>H&G&?wEV|BswMZnBhrRp6aIKQgX-9 zEZ5I>BjlEmD|=(JV=j~1l*Ls7TL-f2Qfs*B*05FNrM#lFD|OQjscSVqoRpiQ+C2G4 zRAjj8mTgV94JFQWaYHmYd{G;8k=jr#66pTAYEuliwzTQ@zeKhj!hU?UWa4Lie7Ol- zCjrG#OfTEemF_jxL2W0X1y9Tp)2V{}B@k5-B)Pm3XNmULA(JzSIFSPI=9muf!8c~V zA`QL=Gly6ILy_G)G4o*UR#50n&`}yvc{el=s>qIi@FgskQNPiVoKk=l1c z$urI0-Cq?ZkIp&}5AT?1JKRNCcyE@=K!%ng9V+TSm`d1Deor+xGZqg=NllktS-u3( zp`mnY&#sEyp-G9QO#dWtHbCTU7Z>a^fJvf90XOId*T}PysUe!uklc7n9iZdJ2(L87 z?8F|kmR0Kd33_GpbEKAJk<53n{})mGpbFeWMh@P5Icqin7TZ;oDi@R>JU}bTEViM*nUoErlS9qU+?yJ^1 z$;AffUBcL;Fx+UGpn%O;j&d3=4@U*M=|@=(HQR1;!W*&|MhKZvJK&+W`vAkmG%6VG z7ugt`D?X1IUTr7YJJHBoQ1cN!L~Jek$IvV^QsIwg5WAwPbNxnw3MX*jawWq!K1=hn zPPII-a(;Z^AtGgJLh)23x&18}S0?kVBEjLGw@D>WaY=9SQv1nkP*dVUr_rzWjS419 za?Hr7GB!#rI<2NQTEMlnOHQo;F6BS}zYfQnA>4{mTRlh_(o&o8XGSX7^03Qbmq9r` zlBnC6U;J9~^5iq~%sHiG6vvRQE=^1~amw`pOTGBc0uLg+L^ETI^QrCkGP;g!m2CQA z?UHGQpr!ivrc(h~?6n(5;+_ol<4!moTP?Ttc@9^GJBv~KyFe#1MOH;|Ke_j!HjQ^z zAt%#bnH*kAH_lils=cNDgQwVS1@}=~7zIcSI6Sf>Saf$&C~0>slE%E#f23S>7i(Se zYr}3W=iojGs8o%I!{qL=)zF@6IfU{dxD_;q54XN>|AXCnUYUU*EUK4gO_LA(=WfW( z>dNVd%}OtqT3|cHSf<{3LgQYh`Os}&V_(d7v<|PwlDD?RhGfFAN+Jd0mwbi@Z;ow9 zNwHAAvxSU*^CM`(00M7uqv%hn1(fdK5@**{qy}ET6s9BGZboo;@S<6scfpg*%Fu%% zSa9A+-{fjF5&0<4r-(NKJhJUv8 z#MCW2zrAqTn%)Ml_3YL5#{9>@BF;*;Ma9Nk{eh5OadH06ikCqqEfddE;V?tX-RSuC zWtq%V-1b59Z&xYa8~Nah37w6JDA&jwR8{saqo?Cf&7KD7d1jdoIHG_W?A!dHsl{+V;?LLXMHCLtqBlQuOFv=wT}y-gLjZ7PtuL z#0I|b&(Q=IN0Z%kF8;OZR2z_ieWsU}j$JsJ0Jy$ezK{%HK$LcEIWw`-QxFKB5m#@RFO+jklxc~DK0d6Zn>DCFZ7;F$=A z6FkJ8hCT#je)hl9Nlo056L*Knw$F%QEw|IEuNmYXMU%kY3BZ^9dI)N{OAypxfK%u5u;9RX2S&FNmg>CH7zTX!e{Kj!wH{cb(F0%PPxIFFqu{bDWu zEOV=!^n$JQnwsi+`_gvlcsdo~?cx$bz@*sHU$9_QeTu>(zpLlqbdULgO$J_OQC4}E zx7lr58vaKx--vmYTCvFwikQ2!08aWB+ntRo)#R8>jGLeBbtA-Z-0XE<74*}+?%#9J z&o$)t!8P6YUy2U-=L)^Os$8#M>CmQ0*W2aG8F$%oPl4|(iwG+u6(&n&!V^BH04uI} zTldykRoO`tjqx98H3}o$wM_q-x^_6y6Sk(6$OJ~RXe(oOMfzQQ<0|>~chM(vuM>4K zr{|h_&I4RkI#sMWOxT+93&oi8h64MjrKDerpA8YH1FKiTP-AgZ}O900BC8+p`^vsdU>iMpV z@9g7=$(0KK#tEh81zq#=Sk4#IbX|I#q=5Yi{TBVZh8?!o;V0lM<96`{EaCE&bm(@^ zdOH@E8nurc;btnBpn9F{uZODDf_}^WrSWhnOwaVPO5Ogu^mobdFE5H|&%D`+n~jT; z$VTRqk!zsnKHU%E3Duh+u#oUK#<<&;YItMD6!|5Ck`VI4PFE1mPRWavf$^fh!Lwct zU1a53W1@j{b0Pio$zVo_06D@62X6eWm9xMSU$ar94f1v~eanDjkVhstEfy2!0ZNt5 za4ZCkAb3M%NX_EjmZ_VSw>xbW;ugiT>JGHv$M&nA_v;}$t}TD!#`70#5fFN=+5Fv-mHbA0! zcsU6tbIz^1e<3bgFSEE#4B*D_L4Ly-Yr; z{^hHU*v?<5d{Q6C7Ld@OQ6TrWOKYrvW;5Z))aodq-}rNFy=2bLlbFALgaT10e|4I5 zIW$D&+0&mbK=O**k z_{;hDz{1}QF|uh4m}`XF`hg~_uTLAdN{&!lmlx#7!ypKtTE$D z37?}YI*^)L&Ro2vTc&^VwAML4&YI5*)rCiAUGz^oMQGOneS8RvZB)y;5LFEFb4XX* zgc`SCp%NpW48tQ79M9Z4@+aKl6RTGsPdt1#z)s%fgl^KeS#pT%G(BId`NYiz*lIov zDK5q-K(T4{ll=%?nLsc0l4oWISYtj5lb{YRyY>^GuWC$qm5=Of zIk%o2GmE})PLQK~@iLrMu1U$B=#WLV#BGD1NlyjK!;jIx=J`^)oR>u+Lo4y<8_453 zp*F2(h@It(2F>2(h zxiY7Gb#9eqRh34wVnWy7rkdxuQ_pS|pXOV6dW-c5uYbe_@#~q_-^jn zgR-(oF6OW|sH96ZZ2GxWX!}UaQg9lqt~xiX8-7mP@w?8RMu;o z*_te8li(_tbv!?4tv~KlYlR0v5Y5s`(Hja}~ly5VI^UQ}iNnF`e(`oq5;CA)( z$;x|yt0N0ec~A3$(a|cN2iVE6HyXjb+3i;61AoJq?DmCeUW{tahdv!E+pen9=9k)9 zD)5NshE-qg&w@FPTdT7BHaA)s&}07+h{&I3tx(rsCs+VFX@2*zizGoieF7O~ zT8C@lt{RE;{Hp7~_6s3!Fh(59Ib}9QPoW0X5peSDp`%q+of0g z$+dd3J%DJViwF)Z`sNz+^kp3YfmLOoLtzBc(z;JeQopbIbDd+=zwz`lX&CP(Z^pga zt9N)x`3#EVad$tp`PXW7SB|CMo5U-nGJCzVIadv+T+=mUSW|wvN;ds^`em#$tk;2S@!MkAbFOn;7!k``* z&X5r5ahet1j7Qr9)E$KS)Q7^CU(=aUC1qqepo@9${)$D|S1icZaFt_q;_yF_t~@Dc z*?z@;?(0kd%1XUOmzkI&fH4Llc*LogVBMkT69NL-TB9cge7jfRW(gv52NPA zO)aMrpO;=dRfEh8hvzvTukGc(cklGJ^}}b3h);D|)k16zfxf(x#b{*AVoH6tg0#k@L45d%8*8X`%;%tUAB)Q9Xx zhV~oWrLAbb@&)?+ym792(HJXur}VulqP10iLW9UpDS5UvdR5mAwo}Vst`bHyLAOS`X|aEo zauQhhXEg5?3%ZR)HQv5>fF+`|knVz>y7t2Ec^bzCm-m+$sB;(7&^wY=C@Mmo1AS+} z(;C8904m=@#!5ri05HpIo?Dyma0KbK|gt z>&mML86Q|&U01TL3}v4qpZ?>Pg7XAy_h$7_u^2ofr*O)sD;@gnU>QEM4GG3H7rw*x zAY#gZpW8se@pW0|Ln}v?=5wws%&%3|c!=C`WhRDDW?!7hxZ{RjZ)96sjoPg;$0RtJ zwioZ^VS~CjA+|z=IN;<&@vh8d7&!cH#UD9tVQN1NPrUbYTRE~?W~s;G9I^sr*S%UQ zUhmH>Tc$xi?n8VPwwm8qa&Fe>BVM01xk*!0lahI4b^di}`@bib%vwwWCS!_Ew1;fA2vs4D*H3R}|6V?`JyFGMK?kD4*S;}I zn|kNl$9v(vla8^SnikZNOdC&>ezc}dDcKl{FJ)TwEMl{DMqssS=B|M&f;^-2R=-`j=%@U|eM1^zmG2 z>Q&2EnSj5lvq`txkC+QY*4mvp(a6D%aG4l3-lfh9M04&8L}*TT{x5T z$c2L&-_FTkX(GFYjqaNM(=tA;&0Vsz8rL&^k4F+_`!|6@7ZeEOIt@u)z|hrJLeuH<){baJ|M;i|bMFeBTj!H69T{hxdEf~gURBj)(1K_(#~`*! zlx~u3$r~s|yn^Kj}wjKlrDTz?jWoVp_eYxQpKOg<2eS}>6(Dg zTh!pKK<60~Y%v7HcKhlzdNb-dlYU=i22kq6)_0b1TJD^4nrq1~rZ-mfFrTjY<~OIT zRq<4!3S1TQ(2l-pRERGj^oSf^K|9UtZHDWVWv~nX4Cutv(ozvBwA!7pa!bCXX-vD> zg?8#YlG*-3N_lwj_Av1IapE>zmC7_Z70I{;_&LlO)~y1DI(R0|uCZO!A-^A3GSDb7 z&f($IZj|W4{!vUPCsj4oGWLBfc%22%6u$ASM}VDj+;`2qdCH_VgMFu(l{Fv>=4+VF z;k5S{x4g70F1B{>uq=Q77znb&i`Na6e>2YxmW||LaCROA_fxU@>jqHE<2JQ+6WaY` zeFVtmad?1H0dO1G2ePAb2}S9ZL@1`PH5 zj|ZHWFvv?WJD)>FHyoDFc&8&X%V$p_7P@NR(4}Uv(XEf)S3bxBcyLJFRxJb8vp8BQ zT@EKp^9{V z7~S@u?$PdH{^@T&HLFFK+?cVIGSsbKxgn|lxxP+OwQn^`#QH6gH@9Q0F3hw+CXSy6 zZJtzH=xQf-dxwLuUfa23U7Yrw7-o~7@Eke~wOd(c?X=X<=>Jt6TWPbKWqR}i1Jf99 zKgR*^D;C#{L|l?p`v_#}lArWK&%6E`gU%e+Tegu-HqSSQ2%8o6>dj_ONUz4U=+B?Y zJYG(>e23@&HTBX))r~dfT4YOV9ztl0UxsAIIl#=IWi7MG;p0Pe!a4fIeC%>@t}e9$ z;oc|YSs^Z^3;C~|RzBG3m8@=i546OUR5n1)@ooA>&_Z7=;o90^enu}vz_ZEN{Xg$U zDj&lGV^2F<9xCRd7)@(p-8Y{Jb>qyBN`6$VWMA$h-Z}OHB7!(0M^%4UgE6!ndtc3W(W_l zMsCNsgzr3njiRim5#T#8i#!~bSLnFK+^QX*?Cl15I&t`#PTHfBM2w*mo+C~I4U5?S z#JAa3Y)BIPhk#mM`B;^ttEzVkW=|vj8rD3Mf}B>-%3n$@;GSHW1Mn9SLQj#8YLr1~ zvn9PMERw*W7tPfihd@JNIDgF6pdvpV$m!6QvQ%J-BV^(GIu{trXQHx!I#SiU8(u2d7-?*f0fC1S&Y0yLTg*e8q{ia*bbc+f7V z#?k+LPd zHt~zp@tYo3tgL(DwdhUhu}7mBZ|J@Qq!^q;(joJ>fJ5UsfG*$6Uz57z%3NO1qqd7L zgdpBVAh|NS8pzNV1v{4v*Zu4XA6lO>{~)Bmi3KM|JtQYsrP@iIW%%>smxxx%M}i(y zXWox_uy}ggHt+PO#!-$HxPOU*Au%Yl{q24FlJMYHs>5(JLs95BOpuX5+Bo3U%Mu(J z#I89cohsB+SAW%!;{?nxcz%(|kta@B{4TE^j0(eBaR4B0(SPoGQm@g#8M#M{vJ;OW zMW7|u4mftkB$%U<;whgW!{SGztXR>}w&Xo0c2^lQj|6^akbvSdV}{8#+>eTVCO%)x zJT>Hi;}|NSaEpft+K@G%vy?LLTR7~iEIu%%^4p3^;xjJV(bexp&ru`xR9nM;2F83O z@VT0W9|I)fMyH-g_oT<3?ae<{L5_p&MaEK4$N`5ph;*C5u;)7Uf&XY{&JdPVFWM%P zq8ES63NO3%-bF*tZ&jQxIDlHeMm zspT6toRT}?qf}v1$bTzQM@fD!K;Pbsuqz9INvceqIXWLsmf1h98;4PA@kLvl(a8(`t#! zr6)KM-iU@|(WcVm$9NlHKgj=xkSy3sTXWm$o;1Ed zR8U#n);+jHM-rZnOnlkY;g6jRBq?37XAUrnmMmG3oW%fd1iNHdS#^hSm*5@)HB=jE zbGBZr&DF2M056&GCv#e6A0qzX-mYBIgiVu}R)Hqn9264%5dS4Tb)s64RGG=uxE3we z;!vLmkBU@JUkRhMq3(dJXReA@co@bciCU+F`e0Ckxwus=WDu^R(j)yQdSvtV2OE$v z?T|~Xo}dF`OnUG{@D}U+lH(gmXTX@C6MsleGS;e*k8)v=agr zvh@TrT|*mr!mQRC`T}Nw6N!3e2_(LcDxZR}hxnd$9~$P1p_NxsB8=LcTNdETCZC5N zXBpUxNv!14P*o8P!lhHA3p5;6=(W<2cV#`yo@Y_W|jIrQzuJhBt=B_v76B+*dC z6+N_!IfdJKnrP1=_O7~dA*>rDDrXns%9+v{g{jk%?)sD67+Ve|Z4PL*1UFKt)9VgN zQbjldu~laiM*+nGLdF4S8Nk$&H@Wfcl!6St%@zN=7+r$AX+ory1y#B{`NEzxUAlQZ z)V_lSg{v`jX1r-Zy7`;CbN&z$PPT%if|N?R`JZcJ8k*=(1qzLNWj+rw%y^Qq#W6Np zV#C8``Emll`Mo&Zp09~4Is`r5_>d|ohCCH*{&ZXf>V>rhV?ydq1jrgP*2amN8ZnBu z*GcdS;`w!|I!>lBA72(U#*Zp5S)4p5!bWeBS}-qWE{_u{UJx$poS76ZQG9yu?QBTg zPBdgu-iR_KHeZKf8v9s>G8JNUCp)3YMUbg5Vozvj!42y-tH2cxn&fP)q>aEhvQJrz zUU!+0q?JB1T&TvyQq%9Q}YO!j9^ zcH&if5OAxSBoj-M`e#6?Y!bO=CaH&$NFym;|O3}EupC<4`(^-fNh8G{+tGN%_ z{!NevVO9eB8yBQ0ZQjO?Ge!fI(qhE)6^!lBDPXyeG8`ib54A1E5~&*k^^|rwyr_Km zJDr@5VNx=Zk5i}D9LFtpEP#1PNW2a8)Di&e{o=q$GA)%jeny;xD4wli<7aK+WW&Qt z!GSW}Ywu&cf}e_(ze-Qc8=mYv+yu4w&x<#WkLU_X4(Yvk_vEcAa-Bifuf0^ZYe z07~y+LxB1*!bg&~zQISa`hP-`aEdb)E+Q5V>wgFE(T9)aXSaXy!T1TLhxAC$ zI7dh;*c6NXfgkdDc=lcSiC8I6u)?Yss@1jp1_fUJePvZ`$Flckz0tJHNKO2tpl{{V zkiPi+)wJBAoiE@`@<9(3vv{(r21X-{5IK%bnShODX zD9`ee|H1^s<{`6~&5fuUovQq|U*qKWOk&X4iS%NHyW0$6%eWf@a!t3(0Ah<~ZwI~E z0s129_YT|psnY8MI(yq9FpYV@azoqO1a6DC>k4v>)SC^m8R(Y@vbh2J!teJ^v@3wr z3V^mUf?cnGUa|MShW^oUtpjPnv%dgwquoUUxn=`)3BWelcDG?$U%;*h{N6Ek1>jrt zp*HQn*1tibZZHojLg4LbK~~^fyZm^;TD?HsQ0;dhTT4M-gnND9?7z|Md%#+2!LDCG zt`K`)e=#$xX!-qyY!&Fm2jBek!v)`T1HBFfd13DTbn5+N+06mpyaBoHsjxL$tcYcT zGPeOnd`T^_m2mYCYo~=gQTW5I{fmx&Hnp2QK7PKGishg#6-Y5kd2F02XlOXJDHk8U zlT3tFfWSe3RaRD7A{H(ah{0D5RK6U}DHj&L>;OFo_HU1$q2g`--QNl2z$-jfE^6y# z2E%%#o+ebU%)k5FQf>3rI9gAFMZ}+{CIR@ICA`u97>W3Jd^9RZL3Ih$hl93-nS>B% zeA`=Eh+DLjptmLzaCyrokItBb!5f*Y6d|~G8O-elM{Yg;3f@~NRYIr3OjL z;rU!3ArOn{8$3=|RH0y_tBgF~p9K+1+?(Hikl2p((*ROHrQX_}~IY#j!VJXc&^^?9DlV_??@`mzz@`IaaFm62H zg{+3x>r8G7X}r70t-R#nV5F9=2uRy5E9LL?p7C>5*dd0=VBQ*=0$i`l=fHXShVvg` zwOv%Vid!iJ>5(vQiXR-XUvdwDfq}jFZL9JqAPm6CBz!Bk>z_&L;raV0b^2de)Xvfv zaZ>I>ljmwxdeuxatxE>B8r(Tc@T-AO6cYOL2j>npHxYKR2R$15wRAf#OQGGzuNk7G zEI3!wQin&W`U3Cg4uK)e=0LhymZ~|WY!4}u@~$&x7u*DLbgwyEa%800j^|l1Ys*<= zM#W9XR4+4B4Pwa5z~N1Cs@^;{b~JVTI3I??taCFW<-7$6x_?iD*-Qd0))2Rh(vg?l z2kCHcK2c5rs*9yWsjZcl%r$ZG98vUY_j85;L)6C@_QS-ig)0$>?BFb4%FqINx^ z73%(8(D4k%(hO{EeI2JQ9iys@>T^fxXBb46JnZBYeOUNzNxO)#`m@$=@mK*`^rFWJ zS_CTveTGjxpD83{2?7r*j#5O0kE&=fFAM=$L@SpOp$j2g1RDTDGA zQ!mKD&Dz0gW;XM$8{pvhQ}&|~Iev`WDeh3@ODm0Am6V6da|Kt{vD#me$g zOi567rDPdI5JLRxSWuYgb}*Qr#9osA>KVowK;n~FhXlD#0;#t_5QIIndz^k&3Pw!r zI2Xd-?N}EtOH$Oia6j%Wk!5@jr$$&Zz%?}~{en}DM2QVxAY#nw-tJWd%(`A*EKo6O zpvzpFAkp_8;fTv%*+WqWh>uHPxc(wD#`TZUEFQ}}-u6=e69uz#vCASJs+q7a4w8ZX zpl1FVl!Ot0yt~#$vb>`ge>UCE?+590gKx-$3KQ|4N2Q1>MqT$6Hk2zY;dq=I-?&si6?Jl)3Yo9hCI&%SA?XBR_krfkcb%UT1ElL*||&g8`( zrL`3;f~u@NZ{~f1Uiu&&m%92y{db3w=Sphm7xmSZj)jvz?2>EtF7d(HX;0>;iRw=xA18A$<6laq!1{X~*;XW5o|eJ>PuJQ~Sr(T8F}cuMu+Y$WkKh~l_I3p86ZozORTAdX`RGlZ*G?`h4tV6IHkdq z4Z%ev@k8V+vR-6@!qz3*z$;y}yrnVP9Wr|hZ@3H|k(WTX4vU5!hG7z$y_2%xW1o8@ z)#v*lf0fCWaw&DjM>Gf#^aC$JJ_Y0Xr~MCy*>Y#)E&HK_$xa^*P3u+@l?7I8> zGe`pY7fX>})Wb!FVMk8plKGowIWIWOH+DEi;GiQ?zsUL$ip~*l=NxxZQatmePTV15 z3$EI2?1%;{25#L{c?Jo^`=4Rm5WO<%8K6=wc#>A+hv%Uv6~F`@S~z*nq&kSm(9G;KJtpjP(m9>g_pr z#Phn))!~-o-+~RtY{iY7X%t171!SS(#EIfSY~N!{1;vSO3FmIS_#b-~zsYfia;y%o z$bOB-z!dN7yRF{G{@D6(XD8**ZP>Hy@yQD6EaLKl^L#L-hQ`z(T%OrPxLU}%nb!UW zGx{A)v2!f(qpFqG6`n~R-m$7rSuG1|d$UAAGssM)C*g_pK~1x4mI&N=9k?L_)k^y8 z>$(87Kp-Z)lPiCbD&)pmlPMC+I(5f~ndj$xBQfzs_`Lcs4Hm8XGeI9CT^hA~U6ye; zUPluTZK_|CyCvwbNB{oZ4_o`iTGZ!XYZ2W<=nL{>exXYqpCcgs^mJI9)3R(=urge4 z!G#uCQh?ML`*c+2f8(>n0EFnrP43SBw;FJ(2fDP)d=)7MyJnDLtb|%A2X7zokI)>$ zA2&Xc*M1;0G*j1fnH2KIlg1fY=P8z39Fco;%BI6@HRhQunccac6%^h3NdOxuvc>`w zr-vmP!*4KB%pSFf41_3-WV+rjDY3D#FfA!7F)0m0Sy^3H{hmm95)fC%**gvsla^`Y z{sskWQes$;5JUdEf;>8Ezw(~+2q`@O#S8I;neY7x216Cbij{?bP=#&Q>;B#}ax)0> zlUXPQ#6QN1Xcn(`O8r?VZ&=^;798?h63ZWiT+e|EyAv@GBu{_yXGE}{@E`)-3_Wj@ zr#nI|b|E37t#{YXJy3QvV1^kfzCfTrUm&Ub37_~|i^Jmi-57EsjBU5JLDVR7YdnW@ zN_5f#2g75QMj#oNP-wYa>qHZJbUvg(Ysr6JB*d$w$$D9=X#XLh%9saHv$FNw{6?^E zK1G^Q!|{de4%2Xd1X8nfb9Fyyu!TPV?W%0l`|u;02bL6`7ud&n3nJh+2>}`BG&1~P z>p#O88kH(`CYQ-Z$!WD?Z+w}SOPt4bi_|2wK8z_%)rowP#(MmmRpVYMa4_f{15vRX zu1ZeRI$a1sYwaNJoog7?l2&>!j3eQ7xp%KIGw$mf5y;vpAhdDgFvTN#FOgcw`K7Ur z$@(|QhLQC|4KS)&iIEsV00^ekOg*KsIGqG$0y&pO^B?tsK)(^FQ*$0xWU$Vj$S>&e z5C{p|$TM5%zv_p-GBPw6JQpAekkg=L!2WK(8+z1U3dD z#Z}4=*o^NJjqv-d>XA3Rg0+{Hcl8&%-j67QPYVZ)Xpn$Fx8Fq$HtraXU=@wW-#q*b z&!p(?=DHnBuPMzeZ7|BCEtOWx3$5)jGoT{a1pUtiGfs@Cm>iTFuay)PLJ6%m@_QTa zt@f6`wztFdqwN`TFHvt_7M(uPuDv13BZ>wJ&}YH9o$n;1CYY;)f#7JSTny*zFV!|+jX#Xg4pEITV?{u1`{f7Yh1P7;)eN$fcNaM{% z$uP>=ZC%BlrP^xpjQBRz79o81EL(NV&m7D}3@oZxW;V|Jtbhn#?wl-yyy+SONJmZu zAl78D>tLL#iy2Oz+=l6ixh+3F>%Y(Zf}>^yq0wqGqjON^ zcDvRbr1Rz|^m%Qow-J&Jsg zm%Bx;{x>GAsMJvAuBf3fe)|H?yZ`LWfK>Na(?b6~`)4fhS+qo-69`YHZU_hi7Pr4Y z6A=uiC1;gVjqs6v!x+mx^tA+0j>;{>$m`PD|JP2(W>ThbGzR4FO8FWF>-jB7qP4ct z8Z?T+@qomH-Y?y&{Ym=%>U3|x$#sYhbp#_$yCR0L5kgno5rwJ$p2@-n@GW_(fv>55 zOtw`PtkW**B1_2KSzSt~_ufp4nuI!}1n&LAp=f#>?v#AxN*{Y)w6Fs5(J67h;PS0X z%M*VG5>w>V)Yq!et#{MzDITRiZUewxKM%9X91C(D))Oa69vKlQ7-Xli1iz>XK5fq7 z>crTbImFXaH*O|MtErt+xR!XvfFga?LSfqitTsT~$bXaEtS2k|%&cID(hkp(S{vLs^tXuOWBQ?#_oVf*xh=BR|%oD+> zl}N|>x*u}ff>NwN;e-ya^TbqzyzHN2C+A7Ox}gr89@QI1?yk^Wk>9nfKnOQ1z3v!l z0tu3#>$#fo%U&;o$|kxEj&fz@SEqf&*Hlx2(3wQwH9Ft>zd&lFbh50!%c_M|HIl>TwR zdRPCGQS#9-dbkYfTDx)4s}0okIiQk%a)0g=pZZ~jKoZnk-eF^%3!FA!@U11aR?*o` z?=Hdjy#44+2m;k4DJ4`D%I1^K13RrX1fh5)^#4N!a>-RRyW=pLiwX)RiCZrvq-`6@ zhJ+>t;fMA86b1?ZkJU}+b`!ME0ebpmJcaYqLTiXNC$GlH;;GoScC&GRT*URf-93eORT}A%XuHN(J(MnTYOmj=an6Q%!r7lg0AE z>ZyB-1$~>j+0ue?{5Vs6#mJfDJ6>A2=~loFvE1v6%w$qL4&qWd=PLghS}0VqN7eIt z)%XS`llNlhr}lC&-VsSO!?;@ss+axi{&1!SnQE-HD7;IMDNuHOI3RjmM8n|YLHb8- zBHxbKoqY29$@d>rwvhrR){-(wZpcc=$X`CSieG=du*|TBI+ckWoN2U#tCZ&}I)u+~ z?}hPI>q?r>11`_zHeu%2!6PvkEV|{nlO}#HY^0jgq`4Qo32uiBXX&@-6L46_N%3!N z4*wW6o1t=d5(0!2Qy5jQNBi;<*|BJ}JR)SaF!8u!6kyH|*GJ^<*Z6nm)mY9dT2zmN z8DfLhr1kFtt_{EN5QYJ|lcy z2SVIB)mSUN$^)0~Jr4gt`rzla(m8ndQPf&qm^5t|djU`s-VWAEZW5AZ*bJJg-sAlH zSKO41KGkB2MiVm4)x-e-gqS`&kcnc6NE6u23SyNbF7anBf^@2hFtWcTZSuIQ#r9m0 zEY_q$5|m~tjF3Cqt#6sT+O=4Bc%2@fG_Cs?+!*#-ot`-#UlREM+*GEk93g0brTWA` zS=ew2OMoa@@cukk%ENB(fRO@On5=TEfRrUIjkY@!doMf@tjcW^@f&7|NncQ(Q{v>? z^EB|`ch<^&mJ26U9W>chycF0J{)VU%g&(TH-_T>#Z-S}M*k^E1Spq!|d29;s-XgHH zq%C2zP_Q&9p?{KYC`^He`oUVSEqV4D$7ctpguwYF7ST28DLCG?4G5T29Vz#kkSCEw z94~R{NKV{BLn1h4L?T$XS!vt#@oBhI{eKV9Nk5!=(%S}eobGG)S01k$lK5LU>=mXfdJcIj+|ny1UsLz@$Ai?d-!ww3CAxw{ZF=PW^cf=IZm~0Oek*{wqys zB?M-uevPt*39PB{xeBdvRorm2gEPrbN+7jk2+D?GXEvU+M`qihrNFWM`ON7}(+H7P z>kt<7n3bLIe|r1wuqdvt|0uX1Euz3KRRjxtcgpU}S|BP#V+*JhsSApTfQtpupo79H zWq~hIvL+H#hz1J^ih>GA$BGcaiqQo%e3dBJ!2X^AY%_VD-|vt2dHqM{%)RHFd+zz1 z&$*YC9VQA$KEG;x=vA|{XWzXtAXH<_##=ZH)zq|+WGP=q=|!%2y?oTnrQRF4%*#@xNp>_Dbu%ODT7GoZ)M( z-P5yKo>(~Rj%oSIaeO=ZkMk#`<#nYR%&Wb5Kh5(9=eGRZD|7r=b@psetGvfAy-hRR znrhoiQ1o1Q9 zlq5gu%}}8n((i?w>c0EzcG9`s>gUUC`K0~E@AcHfgI3s2seJa#nKx7|@_3_{Fx<|e zd2|nzh=G=7t^Z31FUaHf*N`RU#DZT=P03*5zFo!f7l zoPDvaZvTb@$?J#OM(xfTYUezHn4)~QE+a|TTYbvmu+dfcs1L`#d)sRp`D4VNIzesA zf6{aE(yA(LT)RAJ1fHnYpr-rh4Au9SU(YizoK1PJ*)a2;tZP)tFbZF!vLyF)p;Gam z;VW!|M^7AiYTl>|Wiww)?r=X-;c}^5!+7H>_uf<1<6j-juWr9(w*$TqazrEkboi{p zX}a3gEwT)kZKs;uns<4+tryQwZ8@;KqQZV1&*oylF4Lh8gq^ddj}DJncB8_yFf(rT zrW@nq{GPSno_FcQx~F9msdZkhJ~{bL9zR}+Jcg{lua)|6Z|2Wx*htga$9S=a*8ZBf z_(bn7-N+Ly%e;mM4|-obKwe&+dQO7Oo_a?v$-h)owfNh|lFBhMr0W%S?b{9a|5)*- z>R!(-72))A`;P9|?>FgrL(;eTJEhhlpKAuXre}{vs_PN(=~Ox2@0)GW5&G~I6^K}o`}eT#RfOo^*HP$o4&yq(BcgDa zz_C+B#e}FNU;;;Vh+?-jN1zcK84j^XfFKH`A!EgUrzyR12+;;t3P ziXOPcWQnt6^%6%^fC}veLVFBZfRGbWd?Je23IvKM8;+e0LzZvDk&i`OMAJ~*#o1o$ zf}-}gE8%QEO^gxt&eKHXbXNq!MdIlSZ(EMd|JTTpeYTvL>aZA8@f73O!9Os?7@T9= z{|_geW9lvxpymQ|5B^MN-^nh{C@z|YfMKx<;f%Y|hQGAy`2QZ^Z>~Vfhni9%^6RhJ z5Vj55v0$M}gXI16r0c;JX+uYjz>672E-kdvAG$$PoZ+*My=vX0j*yG?;kH_|Q?|d&knfQ;!24Bev zxpmk2U`fe%*+y-uXO^T_CY!Q_`_d%wjOIII<)-TR^?l`q*Cxrz@7Q!BkH2+!E=*Yu-ain}^FXbKc~0HS+$sF|I+s zeu0!zVJ)Acy28LgnA71|`NLb!(yrJzztXqa)%t7o>YaQ`SGr58ugQ{~xZ~{|{9epd zKD5=mCb#vQbWD1?u=-wt#qt-p)KKOC}`?kVvMMCG3bQx9l=ZD80-YY9TJPyj&tem>XBj8qxgJtH# zCHLm{9-CHvbl3hfev%uZGR~6eK8GVj7oNC#?=hL>Q)DvAXTRLTGiRaq{haCpURUI%+_3G9=4~_U zh(+ngB3?=*&vt6~UUZ1~uk!X2n}{W6OWv0iM!uVtQ7_B6?>F!_Ap(zG%K-?yDZa*HttXmz~H8U9$cF&i^}bugjfj7wWBc78I{PUHEu|?8W)! z`OEwR{`>vT5Y5P5yF+&hnhxu~w<#_u*IA`u>c$mW9dq3~-|*P?f204QvK(yNZ%w;) zP2=_jzaI>rx=K8L`No#me(Vf-zqPt$g65S_y?qLwA~f&fj;vqqJLg{v-!e{i<9^$r zHgBDq=d)MtUhp8Df6?}c`~7_zGzrE0;+3=38QMNG-hDAD%lE=m-;)K|Xx6O>29K?_ zQTH3i#O6!AMzwVLT*7@QNx|rD%5r1%<-S1eET^L@w2!}k_hiT!yA6HqD-S+s4DxAl zGhOh5@rB(E5BCiDxyH!b)HZnCq4cmyq&2I~Y1VqQ zXV{`#{i}5`owAo8 z73BN8^5u2INfNi`^*WsiA<y0wVBwi(Y zgiga4Qg5p=%w&^gv|eMq4>`O+8JitH3K=n>LoYk!igf(k2J`GqRlLo6$kBf*O|nxp z1v-jg)h!azq1MVTF%=mZf*2`+wDwWK8ucBhU%IVexL5Gd@$HNJWCx?Qqbk?zkUv7S ziC}}!;EAC@BD0#j(&4KF+-FkTsCxSy8Iz)oqZ&+0xoeeCZ3$}8qaQb@c*k$;7MN9~ z#txa+9zA)}(r&$+`e(5QmzCqnGJ3m>0_tsJ^;am@lx-q<91Pkc%MzY++dEcKYJDR{ zD?{Qox%BDnQm%?i;P>cP)Ca$nkM2>aX!y`QYGc)rKJ7DH5AB*eeVWwWd2c%~eSYiv zcd6qZFDOg${oUa;*IlmV+LKE)U&;^DHH%ZJ?U?qy*iErNl! zCv&$npUIaDyv=oM&V#p|fn!mdQPHU_E<|3xYCV1m%pVYNQ;Q&l`z|#IoT4(%cDi$}W&gmR>{)&QR;ZU( z;eMwxG?9<;_QIoe-ge!Jvq81^B7J45maD)rF7s?surq@4+`)8=<>}0`>fl%|Ji=Uf zTa^?{&#jVoxmsAl?|8Hdpa)Zt@*vl~+-Ucjvq6gm)m&w2yURn1IC%6(9JkEWePX8_ct7J|-TGR455>}-&8FOWxAu9yBut!+MP$K9*Y{H>?L;+MFOUM_Jt6o0=+!?XT-Z*A=&o2#_|(DEj&InBR^ z{_Pa__D&;FKe03UYFM&CSo(`XhedlVue$jbPgN^+n-r1Q*qNwZIObF?rFr5zB4Tq| zkyuo-uX9sDlc{g8Z$v^tGxv1Rq^|gXnvEv~FYQWn?A+>KWE|6A)|oM-h|39D(UrQP z(CKB(5ORcChq+10bSY1#L6_8UYv-Aybx7^zR`!s(6C`@B!RB-8tx5eql(Vzbr;;iO z(GHE(H+Y*@3AFxJ#`(qXp-Oo*(PLciTFC2+B2RgaR@v> z-ZRRzZ#Oyh@ZVPj_8HHL%NqYfnN>hBQqA3;TJO?fk)T_5Hi(A9o-`T`(aoi2gXpY# z1qkSawj>}=3>lz!Xp!s$omntKyzpc=V$+E`8Od7-C0?_ zzkSFO&eU$D&UtrO#Oc;`h880?!2=`OgVs9F7QsLv(aYOOeHAgq!(6<60U3m-m~#xe(kB%3-30iJw84Rw%k!y*?~ue3%@d80yU} zXd3xjlR;#Y(Lc?U&Z7{O)y`@WTMl<_ZoJMjmQ0UGiMp=(MiLmY^)nhZr!=da4pw_! z|FSdTw?fO;!Q3wShQdj&CB*ZFoa-t-hVZp2_wrILrRF-7?@3h}lj${5tGU(9G$u)t z)DWo!jmc4ewCiQduOK7-kO&$p&9!Q%5!q?Sq-KqEVqS`-)UiHD)uC1@udORpR|Mg% z64Bwx`@F3e1ZH0CHnXc$XVVeYpVuL+UW4lgU`j1lLakXXaH@zK>ljU2x%>(LeV>$EgMo-@IM~_}k?S)v%?6T6Q zERowY^sk1Uu_{M^AZ6jd|5Y`uEUmYD$ou-hKCRImmT^h*iqv=QzM0MM8Rpm!9G7;a zdsIck+CBrPcC`iDUQF0n$L}+w?yi07nY75+-s94Zk#AF}xY->RDUf zLpv|F`O;aRM0kAH&s=M0ZvWlEgR7s`4h1MK`oANR0ir|Jyegs(v*Iy2aZ9bu-eW8{Dh{%B2%|yhW~TXLt{gEJ*bLvFMIft{YnE$Osldi z$UHQ||96LQUR|oQYa{)(GfA}mgFBg8Loa{j7QDU8NPoOwD~+M z(lC-lwoEr|sXOY;c~LakC`f!LQNPf_v+lh2u!DJHJZlztt1J&T#ixb88d zwn-EwTT^7VC{N{P@P^{))Q_vDx<$m#?Uc`H(l-vajF6WXaZgl-UN`X#nzh=EACVSW zXup2>t^LeDlxTDfWRWn*TG&|-#K-qPbr-6x`r^maC83_6(GdAjX;RXAR2t? zI(53d&Bvnc(gB2=2>`;3QBs?^)#u1z2~s0Y`|4~NCg4#^+gJK+c^0kHShtRst|`!~ zks=PY>VAo{1S9hVMjZl9NVN4niOu0!eO|^)pu6EBS(^69mF~y{o zp%T#piOz#|gSNz-(Z&xtJlm2_M{^%nZ7Ah_dw1hxnHw~xwbQ-hCv=l$bs@1Mj{pm% z{?S8eOxx z6hU{UbkiD@`6wxv?vXY9e=JI~A&r_fna4U;ub%iCQaQ%C z&0-C$x)>Sge?R2L()qR>2G^yQ(w(ULd8>e0`vF5exu&{L1^`KI$bg3L{TnVxXM7uE zUJc#e+88PO0RURg1_5xrevWv-^}JkqRCMU%{fo&l&UDKNoJS*v<~$2v#JVs)J^oPB zlj+@1Jz_J@(zHdJ2hOvEgtiL69a6woE!Wh%i_HhZ{1yYn7*Y@=n!4-H2GJB)mzwPo zW?7tB6&8}nKd(=#HilLniV5AEE`&E{ANcO+mGtA+;tK3;gh#cy4qH<=`R5umKXrXr{A+K6gF(X% zC1n+&o-WgitHQlamj}%`Bs<=${%AMy>u&2`_lOtm9=Ay1e`xE~PC2FBq!U@>I5Bt1 z#NDG#RJvXt;SV?r!6H)TG->b5yU3=Rt>p6`c3X@%1x(s49RO~4>L)h9?eUy)+I+a++CfWG)ii6 z!1N%e3(rp37OlZ)kD#)Xt9Xf+)L_e9lkBalqV=~(tQs4J@zPVHbpeO+TAtr#cV1di zsfj}AA+OQjku;o_VT%ke>6qx33Ma+!AvXK&u5XK9wnO&Ij&#EvY3p{R8Y5~1O@fz7 zhm|Pjwrx5s{q}MF6`BMC+P10{eUou_%w)M+&)A&GkXXuOo@7i;!>U-$<@RA^n-x74 z0o4a%N3FOkEK4ux7CF{Uise30ZitHyKk8WB(5IT(ZCFwHcb`UJ`=q$Ex<1aGt9tpX z*6otr^gll@@!I3{3zcsIHJ!HiKFfc$blo2b6RFe3S0kP^KRx={V{Onnr%k64q8zjW zjPGx4dE|IXc;47_dCR+3c5$WK*Q;=H%QUBz4?nIkf8+jzk3PITRboWneDY#fE(z7v z5SXJv6o@ z3BE8aCK2X91Qn1h8Ab|NG7$>boAjU0`VfNcG(wPHErfy@C?dvLM&LS^r4U6$tkt2o znB@#g;H(IuVwANw3=vT*!x)Yc%#~mS!k#P^vBHX@C~Gb*L|Ha)@}rFU94`2pX4XI< zE*RLSFTyG${zWDxScXL?!kR0>gIK>uYNc*BeqLET#y!!Q`iREP;#$pz`bN>=z; z0V@|UAu3`yEfiv3hhIPmuz%T4u*(V|CK8C5TY~+|9%CX{33DML9A_pgCK5sfY5aYG zSxiKrtgwnmR&rq?v6u-(8YIj;#t8IdrhiIwjKJ_uiAfDsJ&X_v*po?wwGvXm-Vzc_ zGgnNCSd|bX#jw<`7ffMd_&66sh>0=w>cm2Vv3CMYOrp#v-~xpHLC;rF#RVA3oD0CF zi&TI7KZOPt5X7g@3`Pb=1OldmID!h9`-vlL6guoD%(}YmWo=cG|=!i%*B19z4R!FjWLqxJ!Q6xrL2os5gXumVC{?FkT z6Jn;<1SCH*;Rr|tX0ie&vYHn{K(hJ;0!a4DZ31wC1q5SNI0Au9VeBV?h%sCdJD)R- z!boN;p>VPq2LdHov`5g?#Z(O3^F>n7J_(>ovIvQQ`rIF(FT+MaxngE50o%ngfk*`FlCUn%rZ#`$*(fLKWzyS!8QyTz}g##CCfo5Oso|Xuscj=2(gf*k3=XjOCdBJ z?17N;OohM!thr(+SFCYDR@M??a!&l?*-v;TG4Pu? z87EkH7L)8GgkO)&Y8=F3=%nkA!8*p_L(OcM1UjArUOB6 zF~ey}fB@YxLk%*VX&7WeW(LzTW)}l8f=Q1cBQeH85JV&(aYoyWz)6N=WIqBd$}Aut zLzxW$$Z#e+K?a5Q>!^ZE{E1pWw#^9LJ~1*KWYG38CyRy5x&Y%yX7NFA`aHsz3)IiF zLBT+rU{o%U!GDNkO%^lHWC(0Av$lf_V^&O%i9W4(@SFfL5^73+{ri;Z2#yNA=&AZ! zDv+T}*nv#Q>})^=WX*IM6%U@zzp#NJ1GS$<*kId?z+r^hZGue1#4*UokI?xDPXx!m zrb0jif&=+8BM91<9S}l6dN7YX2=w{{bMFY)I%Z-La6V_|2b?XLoee@aG0ZInR-{k0 z{qg^_5}-wlQIKFV$qFGHBR_|5pdW(<8T*Ra=qSMNLKx^yJ{L2P5nnWs18p-1q0}(; zj(`uev1K@`_`u}|v*~~f6ETwy5U2_mD}s~=W41Ohkky-m45~lVL8!J221KAJlS~-H zQG|JrgmD8fw*R8egOCk7f`IDt(Qt{CFUQMt2&#yPx>jzUw&O>L74%`|L`| z;&q%A!xYaha&)x>G$V-MxGXdeRdjFUoG}%Cd>q_2nEJVdmRzJbmsN)liljs^P?5+v zsYsR42E=fU@oB9k+hrV+&EQ7#a?YqJC=M3`gC+)hbEq@W|FdNzOQxtAPyr;$8V*&Q zEkju{g>FQ@7qE});f&QnQG_c7);NV^PzBpT`1B%cIP`ifnWAVw1r%(S7jT|o%h=v3 zhD7!+1hCH@{x9K#HjOz>;Xa@O*qHeW2X<%6*xoAk460x|h(oW=R>AgG(KD!m?H~^5 zV5xxoW6Bg$qxxe3hh*j}9H@ycV|%N}98|$}5ZaJ`QNi|Bp#&8aa1Gl*`j&;^1wffG z4ix~aGiU&0D6?vVOvvn6P&g^{*DJb2f2`0T#F^zCZsAz11IS3^6J7^UiJ=7Y>AG%^ zg+azT?!i6US1o8iMZoQXfJycAjRUj1gG|V*vT!B@zW7+f2A%nrqKJvvcab2Y;H>ub zWMD4V-66v3`SX`4q{G!zDfpQK-($s! z)#ktg^oNh5LRY{KBL25OiahWUWXa0a13&A)F)^I7v^B86X7PXI1pkMXOJd9i iZ1cT6mW0k<9SM&(VTR&N2gPvv20x4$H_m0A>;C}gVj7zO delta 276441 zcmZsBV|1lU&~BXUIN7l#nAo;$+qSLQu`#i2+jb_lJ+U)0!Gt&GoO{>z{kUuOyWUk@ zU9G3OdhdFl^S^}kDFok@(V2*uh*cOB-QDc09n4*cSy(v|OsOE*I9U_oa6Vsb2^D+* z)_>X%Gjp&cTzj%I|7#$@O3eIkHKPO@G0T6QNU#&La{s60AZGu+T25k4wp1x_EK@dC z;?MHWVAA%+mga2i#GmDVL{4Hh&i^HH6SMu-)xV9|nTbEkXJY{YMkQl6H**&UK0Zbz z4kqHy@=qU192~?P97$*pQYc*iR1h=&Yfa3;l4J$pj>`70F)y}aE>G* zNVlZkIxGM)2Qe2r69X$t(gh=Y@vNk9Mz-qp>;+}Iuo-Yfgk|03zIHQ~fl{1mk3 zU}vYv?L&1S{N2sU%~-Zk5j%C3(%Mw;j};;NHv8gH%{7tdefP}C%O>L&FhC+0zPfxI z!(bKMGTQ*u?{G;9bRp8a5y$H<9(5dPDC>@WA3QG?CwZ9K3E1K!HsoRyATi~`K{I#l zLm7+5%~`>hM?>?rJkZ0)4T!F3HGEbOxNbZ38<8cY(>i&&kV{rx+u-f|_w4)XNuK#G zMEGU2pt<30L6UA%B#|4yS+>n6rj$=Qn#7RUy|%ypa;*F*_zG1w2ax z+I4raaR$jh9%o}rHbgevZjcBF*C=0K(qL$t7lD7+du#(-_pP)OP0>GWq$`MO*0{9| znfmthc9Qp|DgTCZs#kcWS6N-(8imJ;=ZD3cRt}ypURn4fbd<&w1Q0n^F>4%`RUS&3 zsgkSgu8#Ew3qwB_XM6CDpJi{3CUc1DUbynS1U3zHXB*i-_T;d1L8YvkTL_xlB+x!# zu{J8EXCpavZy*^pEZax72j(p*0t7}?*cv$ayYj4eg zxhJ+65W#^aRT{w@zf~SPJ%tWY9B7mSX(Tq$B!clJw?gno=?@WWlIm zxLX%$V9#kwqJh%2xq9J}QUjX#_Wb1&sw>5u-q*siyferr{UHd14KRUCp^PdHaOnD_ zj$gp9&5Ac2G_Ld_0Gc`9jc(cK|(In$e4H`NA^DB!wYaxCFD}k0Zy0#eIFP zX4dX@U5TE(Lua>$+G5B?W6?A@KlUWyQz}xSEvu+@R1mwHGxVX(Fpc zQ1?POOg6~HrN3cFLtUtku7|l3oizMg349WQN)eY4=i0^JKv=Cn_!OX*Uud6A)}Dm! zOUXk5w>Ko4jcCm)IG(wB#+3i;O83vzmSpjz7L1{m*_syNFP}bYZm z{#k`El8sUm9>$Rr(z}r8?7q)$i?$V7u=;Nr1rDHUZO&38(cz#8x&nv-Qnqv-Z_B&z z3EgRB16-;)w3-c+WKX7gqDfSCkvx1HG98I_f9-M^(EZmimtoZEZK|O%EXMxnL-UyR z)zz$fRzQvgLeFURgDo_n1Y1?SZGncT#kGD`zxD1&m9{pm?D*C*0uC$T?rZjCcd82##%)R!MM% zt;Xi|)iRb`9SZL$17JBmui94g4O9CrUcC=>G8uW)Ka&Vn))V=NgnQ3qr#3H;YwHp{ z3JwNB&T=oUTIQ9URaiM1j|?>%gF8+>R|N!3kD$S|P~=RqpXMSA%bwJM7umt~4p%Na zp_Xu*JN{K(JR0dqw?iElhw8#w0~)J}y7=ur8rt0;%vC*w6o?T#cJ*3-0q`j5$b_G?vCoXYTIN_HF%Yz} zpKRvw7GaScIZ~RiY=XOLNmjn8LxsS+gKSBThI#fmp5ta*0(O0YK7VeTk0( z!l-S9^V2ANE?Dx{=aPg*V$YPFMPx^|tE%d1*?XQLYIgpdM*|1%p-m0HU{n67CixEuWEgH&_eoJfTAfn%e@gFcu?EsD!eH2rXOvKme>S zY9>KUrBD#!nS5(_ezTxIJO@9SS$%5inO!N=(?6g&+J3)!&M?^CIw)Ku+1##`&1b9X zLfqY{GjHhhjRz5lEaaJZrIi%h!{MC8q_cF(;-DWw83U#b6~9rLsc=0og{+`GfOoAJ zN1nj1w_t&c_!cpQaC)MDf{(h&gT+{8Lcp0;#T?>owjl3{m44T^1y?xC1cT#<7QovR zD+L4qJ1D>o!lb!0$E)4pes%;|)QIEEvIn9fl}WAU2yrFYLKw4Y>N?fm;|W{nk4Z+Z zd~b%nD(}4UQBz`?r$NeRfv_9m_=Gm`LfLsRAPO`xR&)>oj`?W(AN~n^|Ke}z^Xc%) z83yuhHS5bz7Rv%D@^GuzO83srB6$-W#**g1IK52f(RR#~H8`}nfYMqkQf6j?m=dBM z^NAmF1>X#)_gCWLzEf*fKRKc5bi0jY;)p@`{7A74(lokTNV#YSpG=_@h>}YI*_vEt zP_07MMY@c*v>5SdJDtv*{kV4->n^dG|5Hxa6gT1gSP`>tAE$w$&g7dsErh~dsqy*b z61gDF6?oDw3_-K#+&is@5Z7w#5RT<`^Hys7=B6?H9ZR{9A~?@sMQo~!=SC{D#B@i$ z5z>>EuOBpdfL_aAI8mWlLp1>Ue;!%-B4<~~KiPX`b*zFn&Nv|8n0PEt4ZPC!5FHZ& zH{OQzSrU6Oxwm+{c6dYV=~u`$AiJ3Wg9_G7mbqKGC0n%Ro?N*o=Rurm!2>#QW*Zpp zTs2fXIy#^{-TZFKu12ek>8 zzI1qVK)mQzPbA=-Khv4F2+y>b5@}H6-wx6u-P<7`LH3#(oHOl4FULEs%uX!7bqeQg zTDrK0PQtJ2EUfs8M#HuD*MEcgSW^#6)WF4H5Ti1PD7PXhcYN7oOu_=!JUojMoJA=RCq{t?t3AoIxO z@~Nzv`1CNcGCgDmaG|An7xY>s&J%SB+dIa%NiT|^(T^`6;4&xEw0M# z{uyfJbEv>>&vv`*2WRcO>vArV7@~4D6n;uXC+AR~b}kZ@qeKTsAPq!(t9B9bi>wC7 za(9RlFIytDWFSeXU0OT&bjTFwHn2j$A@^8p?R|b=A99FFw_^ULt7Cn{FB*O3yAUyA#uwUPyOOTC9kSCS{DqT)U%7`G=FlS&=}$5nazbSwCXwBNwjfFobYXKabo`{_SHVGp_Z8Y9qN!fJykfWO#BKQEt#;?LXm^IF|G|2IPU#z>9;{Ao6A2vg*5%QFpd zyDWZBz)@%}e?sjfe_A;^Pw@$^u6H}v{4d`32~{Y<~!{7}Ql4$sq^VZrvi|6>+o|88|6%#1qgaREnrq z1OVBs18l?OQugGX@Tzq&fNcMH? zV7XMT9W7?H%F!j=OF~9CYtaQ$yiyEp^O`!o^1^_PRu2KBuxdD#SCG;VU zevsM#2q)a|wPO|Ltj(_*b#T4J;Qq((kfbl&CH~f~;*`yW zPgQ71PE>~~m-2KK0@H#5H*`zTE@7A%GLKe;O||@@i)Dm6)KAbZ;~<-2LXCiRxRXVk zRX&A!#=1~0L5?2%2xbmTo0cTiUUq)aYFnHRMRNYmu5ZBA>6-o!bfQw=cK16#LMym` z9&VP{DP`NlnzqliqC#nfhwi~UMqE3%|4unqc+U#n7L_a0#0>S1rX7|GICu}lbcHY| zWtz^C{!oR17!&VKVD9HC9ODn>J%9i)<_1;fY6(yiZdpZu7>4sb25Jdj| z?w4yXaJfb;QcMQ~Rfg(8+m$Wi@h=FJR0S0CAl&8XP#}6in4QYiPni@5OGZ&mkYOXd zS%=yvrb9!*d%Q4P=~z|LSFi$Dp<_}Y-=^V2zGOC1nfG0}*oG<_Gr7j@cfjkZ##?yI zw+a+>`2J+UM|{84+Hv{bHmrIWJ4t7C*PYj~J7TE~_!4OeioGjhYb(hfX;GL)7q>*j z2+Qk4`6Ja6b*HXW^7?lhM!Z-XI=Bjn)PFC(?2OG++|*j%I;wdXfMbPh7ukqRu7;Ci zbYpG}+>+EERHN!N4^xG*K6h#=(hwMW?(h!ot4qpmS<>4#hpAye+Fvr0M{<6j^+i;a zs#V$aRdd4yg>mCLrgn=(#p9Ot4Vl?|pl=9@QqoirOxq-pY->dxbYWNV`=Nh)gQ=_e zjY$Z%Sha1-gZ*HVLrmzCp}Z2wtkd>8q9NB@DmJPC_75jMmtM}Pv2Xh7aT`aR^`0pv-m*`k*YZnS z6K^*HXgovH-2|Ke#W!&|LZS9Dn|vq_b_t*D(DBUg(eyXH z3j1$`PP~{*v|z$4SAK&ZP1+e`H^gNvMyXsPTdvnKi&{@8HAmq5J1p9&logtw zor1j8WvrKha5KWvAMA5D*)sx_Llf(CKa|zkK%o-X@onqT#r0@MELE%uAq&Q5P5PLhF*W# zSp(zhbjSkA{AS>`zB2T;dE8X<(bG`{bl(KS{GEb*SgT`7#@1d-2m;AGUTBeYW%_EL z``uSqmIJi5)BCNxRB*Pb=|cf>>H40%#y96JrcZjpvw&TD^PY*~YN=F<rQcNuN>_K$-_3ze-NAYCZa?4smpe2JwlB)>nRa0cUb5RsqtUgo7}oC-giKp6kO zYev&6%Z%bqT+=D3=#Hg#ayO~C7q~}L`kfv)1<+5@4!AtO(kG`5H(pEW(8WQKG1L6? zxkfVREc&&BLUX78DOKFlQbg_yFrD+#n6(_4g(R(g zjEl(o8OKY}nkyt9kW)7RSvL3G3n-7-dmbtgwv(7oH)o5*i3h0wQP8CqR&NpwJ9k-T zLUZPl%~YHQ_->-=aB0z8<%V7YzS06*C;bSaKH>xBNvLA#?WiyK}xyOAki|@uZmjzC6)lj z%ptwUpfT9p#?=vB(Dv4TU=3YL;m|JirldChjsQ63{zu z9jmS%K)pT2w!BKjTx3AfT)Qv~L88 zqZ+u+pl=gg9C#?de=r$hPrCSa_=d_}d}#u?j}!jJ+$nJOoQ=Nm;wBI6>2?!XK6GR^ z=uuo7uf*=W46o7|swY6if0nN9B7PjH?rLr<)$+V&d52%={O$aW=3-_;4+k;cajj7! zL*8n-^^P@%Z^su`PvkSz$7DRZJSk^fjf;I|L2aSOpGEj3qIVQsYx$>f?MVv9(26Mt zHQ>U51Pr?>8bM9fXfP1IYQ`E?1>^Q{_7ue{SIKo!>$r9$MuBTDWm?TWShwysOci|y zSS8X?jTl+nG@7ufjf_7%kMUfmG?#Rfm47Je+B1vMUF$J^R&Pb?W}zxf>?DtM3x{X5 zJ8c#T*yYw@b#3dH+@?2#6?}Z>r>aEIG17G5Zy5UMfU2vq>UPusgqvZAywP5+BIjQ* zU7PEZO}}Hh)fi?I2e~;Wy&$?|#QH|0(~`}n_K0_Jr;R-4evIe8WgUKnfGhA;7e^bN zLs2*z@aV};X9QxPaia6Ns49HJt<$Waq~@}k{(4iPV%*+wrZPfJ8V7usY#asyfpO#w zCT$Ec+Qv~6zPik{46bPMlmOM-6z)V4!D&S9^&00BVSLz3Xe=A#PnR!_-SB^;bsw&Ww&c49 zT}8I2%ObCNMPP+3!Q>nM7@nyJVjB7Lo8#4zhrduCK+7$hnT$ z=6lA%7)W{0G)&8D2J6uYTr=0q2z@=n63(lNgqOWqu#?B(^yqMco=qXj%iALJ_h!om z22W{4#*BJo12FHI3OZ>jfp~MvDV3r~Px27u?ZJRmOvxGEhFUg#WX~X5b)Y*_!^FO` zRzZzN6~X5SdR6@q-#}u#*9-kFlpY?M$reuBgbT9gj znq$+qk0EOrj`sAEtJd`p4^R6)h)qMIUS0P3K`&-mObwebnU+7UT8+x2HXVQ_89C~! z`gb6#b>>FJeGW`xLbt4mnRu5hbQ5J*C2O-&(qhE}NQ`~{;9U&F{Adll9oaWob)EFb zMS?PmDx4A~8MATPGtmb>Vb5~npYuv77&h7wq1_7hFWyq|1m(SDFJ+G?yswYEZL;Zo zon`)YS%QMyC41g4AvnQMFjIKs^Sl8wA{K^($YxQmxf3unNU zEvYw@RDXleQ~rw{IP_5%AmeLvgt=OC;LkAU zKu`UE2JxV9fas&2II7<+%9|g55!zuNRLYz2U=TE%<-XmfCb~+ft??StL64)5kCxKl5=09Ns`4k*NW0RK(ft+= zRrCQ{TR6T`^1X>p5$qkl?35qY94R%s^ly_pH3k*ZpbR98lTUkZ*Tfvc?+ehyG_u;k z)%C-DkxIS}b@`9^;)KJfJw1K9b>>c`GtP!e=QG1OnV>3jDiz~boiGWe6vIjPAx&ha z9((40Ke=>bg_)#v^E(37kg-U$3|{F09Fi&83a?Jm(~(L~-iqb;k5;lqf~I+NX|*38 zrm1`zHI~{gxYk}cb8~hyAkkX0;@unMwHoh`jK94JQ4TY3ze}SfINY9t3XANKSzRR+ z;eqteuizIh%90)1&CZb4RDE3{NG{{V334>6U~Ee}yS41QT`V6~hLhcq#;o=`#?mYe#(V}Yz=De{%Zh`>}}KQsB(3OiM<+)90+<&xo4 zs^-v1?EJS$Uk2Sh9kjkoi=Xr^elVD;XQAAV=B@sx>d@Ml%(3+)$x#)OsZ;}Z=k!Nz z6=0wvRL^QeHQ&^%{$9fT8~AiaD_`SWCGmre>hbic(p4F^q^jvtGh9$~a#FEL0WE}c zk_*`7TK=+MtgOu3co@eBYmw1J^H(cV{jU|eeub_8m-0%~StX01E^&0}w zL(z^dyuz2dWD_r=_mQ9e41q9MS$rRVMGLIl;sOTUm6@P!oEy8mJHmJAMR;HCabN#B z1T$K;-f8mC2?Mh2hrn+pD3e`hJ?;!iv~I;SZv{eM_XK1C00AZbPe+M;@dmKag9W|{q4}k z4HQr!(J;gsq%=Hw zA3IEa^?c!(*fx)M_Pin6n*V7L)a6fjblo`C-t~xfU73F9U?|zqb;*2v?H|I6rwrV> zx}fq*;|Gmy_k3~r@~E9jt-5AE*7@CUwaXXF+ta$cAju9nq{wYnfIRQJs}n(q?*p}9 z5u_6x3+HK)^dh9+d0(4<2U){Esj(9tnyk69M*pIse{wvVVV^l3C$(DY28xPNJCQoK zboIY#3?y2xiM@O3kd%lOFzt3CuW$wFCn6TipkE^2F%4AW-X&K`hIWHrAmwM?9(=3V32JAL?9G`RN>~bfk>& zMV#zikY5oTJL^5EwqeaINh=)374_Mx9r*(e(<7YlKCm`^XycXk^#iNT=)tQ5&h4-Z zW4u9|;ZaOIX9;+x^}C(&TS^cmM_m(t0thT;4hXKCj|D=>xgly3<3Q00eq4uy?xX^~ znAq)@zmRI~0Q{Nt{51ovFmp_aC5_aq_(+7(l)VbcklN&g&TF(2>hQer`IfZ^_w3km zIZ%EQJZln7RueGW9;Ez2)=cwRu0INz)!9)|5RzJWny-r0W_Qx$)?k-&v*~O{1hov{ zcYl4ih<^Kdl!-a=W~{HwIF^gn*<%AGz_DpU9w<;kNfoIgZ?knGjmK#rtK}{{r=Wy= zD#Ta2?l@0zx@0#F>kGxiv7k#h;O-d|2e(YbBU!$zUPV^#k5Z!{w7)jn7{UZ*mdTaB zo+1ogg5sGIq_8MD+u{2+EkhR06y%g{UHND1k~a0*HPo04s6GChr`NO1M+6B~CdDW! zeS*A504!P$@tRFSQgQ?hWy*LOwaizaFZHUVWoM`X9?5qIpq>567erI1d-_fcbzqP8 zYDFfHUA{ajJo9)(n+)ap%$}EOw#GpUGDLW~&K@tS5@;rII zgSeinblwc#A-}yt<{pO`fhdT-r}{(7NiRBN2fejNtN=v8dM5Cjn$o)IGK*w-Dakwx z;BXj+LVWdYRZI0584BC5nvUtEZb|{o%U#BS6tqEV*S4re&A+Y9e^+$fo4(1WTB8nb zRraFY9VBKBE{dKsgH1l4^9`Mrw4H{_n9klVJ*lGMiq8uSMhLXugW4#c>toW-DeB1h zI&N2#HR}X&7fl{4`cT}alHUd@shCTn>i2Qy#Sk4)bwt{NVabdtUTX-t195$t{Tc80 zavyd#UmZ{wQg?gfk3GAr8eSj#+4?qNqmSBdivDgZXwdcf3(oAKxA#y!Zf$y2+%nnx ze8?4>KOHzuB0uHG0};rB9)BddcPYkI_r00@=)9toT-gORnr*))kzF_nwWuGqrs|2* zMI^ViK`xgh z$V;%RzIaWPN#*p3bMGbzNOny-hy|{JUIv~sSg-c$FIp>+L5wT7x!q3>kU4z;F`Twt zvf_D#h}2|Sb`?Q*OZN3}otm`vc-jM~h9R6<47t}rtb62cA@kALuC6vtZg39xEgGWV zQk8zrN5?74F0rq2(WIzQD6HF1|6V)Ze9VGn!K__1??O!2pB?IH`RXL*e}zSv|AEs= zZ`C~HiIPQV5AsbVy011hB0JNv#`%~E_JdScALCf(Ff;CMV0Z6xH5Jey)nm1E11PD` zj$vg~>)j#u16(k7l7%QY1)XAOc@4d`8D{l{7WJidIXv@ORX)&kGB^4^$3gNOn{8f!6HqlMwLs zvW}uxZ$;$3qS1uXDOkF7&R2dWtl`+t8y4?EY25=!>E2+fnI_P%9fDa|t76i!y~*X= zB9!8gpwNwLU!5ByM%Hf&JF@z~lT=GT^u_6WtKszxV@~OLKqldYt9zW`!U^?&ZP9AQ zCXqq=droV%<%_46ec9D+ck7?sy}LZDvpwU7V!mB2&p_EW-A?-+ig)N-gX&GBIKvW~ zm9_3ckLf}8sb+EF>-7Dj0M)Sx6kFSQ?)yh3P?NO!UgWxBlg(1USXER_+IQkPCDdxn z*`T3;{tRz5_ATsog`~{w>CD>J+1|eo09faHrhYo2WN;)6>X;~#S>q6qgBaDn7^8VB zDqMst$f>Awa_V&I>7C>E^-N=gG=Hb_dUf#^ytph!CD2Xo;mZ~_ePigFdrEd{6yvXC zKsexqQwYfPL7Jv;X+k77ncZ}v0EiQRU&d%zr(L&MRpvXI2DK}MZn={8W_@V}bsXx6 z?uxvHl=rLpp0T2YK2X=sezkaa9Fz6dCgpZ(sZG74vE)i^h04%EWZZhqfaXzSjoi81 z-F(B}kk{}Q#QyFm1XXmq zY`D?k_6$+y<=vo1J&t&CX07VhG&){4GU>A7ZpmYMaqv}fqrb(bDgDBfCJ(cyVAfza z;7~X1CVz30mhFe|%(kD{VSvBjfc=L(w{_AfX)*)!c@8 z{FH@QiG3;1(dj$sYO+O-Hgaz48SYEeb_h)^D?1dJu(MlK&|U!OC;E8w%3DN5hP$?wtJM!|Lik<4KQfW}?ItWMK-6z`Zwc}f9SN^^7ZcM9n{7BvgBytG1zSIuKzlYGq$CGzbL0%Vt#GD{qZYE9GT^hTv?o*44; z{-x#&I&4AcI;3Ry@t@3|=9oDq#MI5uNOvvyP>*y?GlknIyAXM+rgo^haf!{@c8I`@ zmJYjwj6qtLlFr#?P`6w3DAqVy2WeZLGX{N;K?3ZXTWx)r=$pzxYH8`w&pq7yk|i(e zY6FB{JwyDVkP=={vZ3xgco|(?x*IE*xBm&O~5>L$e&k< zJ@|*`$J0cQ5{_P7fK|eFgFLAO)4pH=x4dF}DO znPiQ}2mV_>NJzy(azhPg>DjCp0j}ig50hQiGnAO;A$j-|&)N3LXFXT@V45 zfAP0!M*NPp?ceGct&h0GKJmShzEZ;@cXm@5C1sCIuth+F|jcwOHzr2mt zDxK4o8l z(pz^9fXWBdaYbdjS|-dgq8kVMquiIh)J+$yb!Kj!|8`q@W9p;V(#F$I5oC@|pEHY4 zBBGP0M@am&$@6&)m*s!YXq$q{`SZ%{)X6etQ{k16154+m7VGL ze~(EEk2~J%r}4dR_)_5VLSG5 z7sL%mmHcUR7Pf_AO!-{s`-WzYdmf)69wx(A>)*HaJ$=&*C_<)DmrmZ3g9hM`-Oy=| zJqY@9$h2jbZy2UG?gh1uc$v+qjgqPbyCQ-m4PCo&>RCpfe1qfe7#+^z12G{C=BLFZ zWS|r4uVt4#7<}V9T8GUgF{-8ozHD4x%WoK{ZUf`=v}sI2xfm%Zt1a%O=MakU0bBvO zQ|Ee~&Z|ruzm{I`hC8!~=b#H>fFY~;1obipcd1L6;_5O!FmJris z?l!$dOSXpYev~#(5i+@E^!8$2{Mo)O@srchlcdz^0iu5+SJlxDw?S(k4cw(Vvth`p zzd?_224olc_dZzR`Es^~8OQZ5Sg;6;^cFD{e)0y%)GBND91n#UxC;bg=4tPtgaJTS z_Isj($w2sEUrT_)I8N5ln-r(&liUdqo(KnnF;q&(*hBCXcqA6k=qY=fBtnw z#nzH79ZUFROX}tQqc7x3MpDJs*+G54?lM~cPBRSF&kpMi?LK$YQP6^}I_ICNx-ODv zWtK7-sRwg&#tV)VLxwZ{pv9(Dm(&5ugs`ptq_kcwr-RY$+o^{NaI+g%?*V)8qAd|B z;51De^z35^BS)9l60GcEM_lEXac=1p${Ql>fb3Y)M>dyQY^|el;zR5l3AUA^M(8I0 zKONTea%y93P3#e7SJSXv0Z(D;ccNH&Ey<;nB~Vf0(P?>SkhdCQ7nx1;{Jc@qxkk@C zwbz`S{owbg;;FL2f7pR^pZM}sjxrXkHt}7`2iNi6a*#w2)mdISAN~Vp-Y1-r$cibW znCj}w1aI{6bw3^0txu(DD;d^wqI(=|7CMwmNfKJ5kVa0Vt}c+R>C!~;{AZtWdgd@%UcWuodw4Ei zb5LXJu}^OKo_3Odalrm=%7SaJ@h*Hma*=>Zh0$95u!d}b4)C~lX;u0 zy%aLn=zN|Ux0N`CcL^Ws-Rs?h3;a$syc=;`{W*f#YIBE&ra^{*aS+Wh`h)rPcGKWB z8NbRJN)|r)LqQWrsI_L;SP6ov%Z5p3v`F*jhe<}&pc`q>AtBaDoL`M8#QU)ty=X$;QLJn3 zP26AfFmN<(D->LZqC4T;=uv{wzh~CZ&0!kw5M#zavNC7YaCC;ONrx_glR=PaBm5y! zOoeOMYFSXA`9uSmqwNKWJ6)hkv#t%+CQ~gz34OXdafV9(!~isDMaURyQCd_^G4gf( zbK&Feo2!gS{FLNax6?PWXIu0lV~L}Vr>B^bcuh$F%|ME_R#e4lXfFAlGgDtQaCA*n z97yDyC|(5HfzannCPmA(sY@yM*kzx&MrWIc*__8aDMXsuGRs#y7B#gWHgtd07Vc(E zeY&Rh<8I*#C@nQqj?F+3zyU*Kf zCT%IVr>L~?Q+iNK&{^X6oggsH(Y51Hs{$?CUkypeYCRXqE?kerGA)7)pMUb`gflkWe4IAtN$IW-Y77~JQ=f45Xef*`Z7I0gtXwFbmc7l zH%T)yH<&VR$EzPJIp!c=m}8(^?>5Me(C-+ro4Cq|?Fv+!noUfXP$Yz+F4OOyKot6j zYvR5Lnol2XY`u})&mZ4;d5X(PZqfo4U27Z&4RmRlcy-$UCG0}a6cKATtY%=C*;!1f z(?nUdbdy*1XgyimC3wPDX=07Cd$#cH_{mjfDM)!KF3lb7&Vml7ndOBkR?czfguG-L z_A$*jG+0?pT0PcirNQYqPqURob?vq8C%ei3f?ergt%u(=4cKvrj~V_eB)pk_Za81i zGuiShm63x}w@?~SA(eSR&o#if?pw!9&M;vYkH_yk=lN#ua|#FcVG~5FY?h$VS`t>j z=~H0cJFa?=@I8(xUv)?s{7AZQ&E2qu4eWRYlFIW1-GhsqzZ4F6rlEvCly>;in6acW zh{mvJ!3#?TPl{~;mqOaS*b1>_sWjNfJCc-djL>*z6F zXFNd>2-8adPnJgR&|G1Dj0{sfrxKEdOn>Cth+^O<$cGYgD46QYy~2h$DjVli#@|bS zo2%WY&b2}Lu+l6}%RX66QMo?H^d8Cv(v5JJYJ$G{k}qs7VRLz1-vY#&U)43!aNdhb zqU}Hr^-dAnMYfVW(`+Ru(Smlu2gm6Lg-0k*OLp18aX!A$7!YAT8 za%z*-cJo~N+FDx|x3)}o_G^Jo5sYq zOj8Z&*_pJGUg|xwWQp_NYj9fUu>AZ*OJosd-AkI@9E5cD1tX0rANwv3Xex{hmS5jy z@U$g!T-75X@)YXRMj$Xv>SFLB!em#V&Q{A^FRm~D4p6(VmDBWQOGp|(fLLp=65oBT z#A_-ZlD5S=cncwcO6TCKW~t>+uc8pfPLTLFEs`4ti{dd>n%*8}Q{)=me~f2$;Y8Gl ziV%Y5^2^Es=WLmzH0JoAI)(_t^W}6%8~@7DVd`1Z?P=j;s_qDIe=wDO{f22@Tx3M0 zZa2pi4Cts9LG*yZflojl04a5?%Mm1Va}~Z|Gc!4XOnde^()BlOj9qHc>_m@x&l z^>hpFT^jU1;uEFCMT96qS8Bf3!`mmoL;TXCyF+EVJXznWvB|B-t18AKc;;qQ-GcXnbI2lSRf}zct^ZM zNJKW?^@8QPt#I{Ovpm%WpY5C>37?x;NAHgEkbYc|NZUNk=rhO>M+4sO5u$W)x^l6e zCl{EWL!v_ZyO+L&TatHGSNv(_iJuP^_L*A*azbyXrRIDLtSIpax^xf14SR^uY> zbUQZvD{FJi*$A!%Qb2w8Xc-(h$Ewy#^&J(yDPMIs)mr-jL(MzO+8+e`uwD7~{$)rv z;{nV7{_-Pe;!wAkIH~cv#At4Dv3L(tM9F50Oz6EBhh*GMX)8I2);u)-mk85`N3H>) z%=5AQ_isfw=_92*h39knBRy4)_jhc;gHtpJDl$$G{A$EUphgda$&J)g(J(!C`H>P# zlg5-=ojc5I@DV3*eS8A1=hpT^srkB!LN=sYCkGhJ3Dl|*5Uu7&UNo(?}RZB4GB)D@!!*cRzpa$W;ly<(%E-pX7WawD7 zqdecxij9SHf*_&+4}IfWPFo3iI^-rE!xm@R4}V31w0*w#cP=lawUmCxDr%Hq*xyHK zFSKo_y2a>tO;iQtmll;XvEFZV^22UWsSC4?T&K?PEqeP;Xtr1EI59U^HFRa5rP z6~Uy2^PSP*$AS8JP9tV)GfR#;uPEu6{xF4F)W%k-;GECf8AXI@a**;lL)R$00a>EcqeU-Qn zqTu$Rz#-yWvS4@?F%+hVUjnksU?eh#^t?+4&GWr2wQKvRtAB)+R#E+&f{Ap}P2$CC z75Op#60y2<%rjLxpP@$dJ!_|j9DcP#Bq3U52X(v>1RqLWirW^R4``A-ErIz_+t0U; z_pkTts5|*8&t)EZk+Dgimhq9@;)L9!e@zG1b~csH`Mqf@!&A#$yE3DL(B!##ec2lY zz71JAZhnp_B^wih@H5#=kVI^(qGA_f%r4O*6g;uucYi_;V_=HRpd(KuM}PuXN*&{&w&m9`hUVtu?eep~;~X!9~pA^g3Wyr#hicR+mXZ@LEm92U*c z3gxe9xH%Be!4XGn7v5$K3q+msJ6Q~jIae-qw2P0EdZQ}c`=Yjc(2XbzieLJv)=*Fi z;RDE~Z6M}xf%jnCq&_&vmD~Pu&gg>YU?8SS0CHzZlII7ete}f(CGq}HVEk0Hb-6AY zjc9a_q`+db?prrv4Y!$=a9EXi7wJgBuT)fRI-L`S?p`uoDWbphvSLQOmrK#3l8oEm zZJ9fznXoQ#lJX{if5Ks{+Z0Ur#zA|?l{;O*m7}T46-=@33KC%Ft(;ZS$al58ZJ?Wq zR7fQpcJoLA%s&M)Rq&0csd14g$Cr-D3RrJ#EH)?CSjutZyyXHh52=N;9ygI&7z4H0 zbZFo%FcuR`9fs7@K0RJ;fRif-!Dguu-`M1{&1jo}eP`1Z24%UMJGk!(K8{dze;j(Y zm7jJk?r!(rUSQK0aE7)RzI+$khy$fWc@^pJs3KdpJjGn3-0YqsM+*!|IHb@hZ!|F6 z)!W2yn^0&*Iz+@$pmFmXoALoy*`+clDaM({YP>V=#`I8g*r28@e-^8|{ zOs*)6{$$?1tYrq-Xy0YRSAnQkXu)Y2i3#O@Wfvo#I9f}}Hbf0om zjUO#CYqN8{{lQ;BA)@%HyR(1?vH|9D2%G)Qv0Hd^D?4lJN;uIrF%|VieBY8~rD~=A zfDN_7Eht?_VKjpBJ^7vu?4E))jo!rSIIbrmEb+ROu-!4EY2aLElp<2KyT z7ikZ>ePldQlJp_|*S8ykN@Td1q~hcaCS{ zPrTi&z4#Ehh&D>kMLaw%{4kzkX#eql$a)K~sJiZbm{z2_5kzSQW*A_G7DS{$y1Tm( z#GyMKLb@A~?v#>}E)ftBr9)EkJK*#F-sk;)Ue|Cq&VBY?d+oLEwa-2?H`HhftYNZm zoAv5Pi@MM;OPeWh!hscT5>gsX59`&;~}*eeCO zd8W$SS_(yej*?OmxFb@mU1B0l>xA(Mhix?QWD~NaejTV8X>19lW=s!aQN1=z;fkH* z=G7fOe=W#Iy6~=9JyGi2d4F%mr@F(2v?syQi{n2)4K0WhXK6CSnSmNUevN3*k14bJ z8{?d2p z-ZxAVjn!`2ANE~Uo#wYi9zs_>UCwmm;Z7bqPUUWe%^^&=r;eR^zQi_`4*ZxtolL%{ zQg?4OfoTP)Jme3^sG-H35!=Jk74R9or*IT_ya&7-ftQ*@;1zmqNNyaGF_0YjSTT}< z7Z8hp@q+jv3=jc65FeC5fJXoX;YWfs&5)HURQTXq`3G|cGe;8}yazC(zddR4-bd62 z$Y>>BbSNJm5>NRMIPxRWRd{Hiy!;?ufxGs=PzHW5KL`&0cY76i5Ah-YZV!y~vnTsc zd-zB!RY_C`Qalp)$deN8J?LLO3*_+2N60K~3S^aPH5!x;>8i?ddj$=$NDcf9dZ&1y z=BVyqZR%)d&H#b(-6?1MPbasaJM(oJz;`km`V9Xa5||H3tL}ixpM2AeN=E!wc0=>F zojcJCQBfqJIt6k-T@=}-j*E=4XF&35RFgva?vyqDrx)b7;X@h$C>#U^10H~aU=Riv z420j=BBmigN z1tt~-XW)bLg7}b(DX)+`y5e|z|295(oD`LThED)~3+EHyzdi7Sc|kn9KpO%e7%wu% z!V4*?CkY6J`0H}g@bUo-0~#iL(Ayd2g+oAq+oAk?Am}a90r|o}7+>Ju9YByoc?{G7 z0=F#!(E91~kgY00V3S z^iud>a1igEZz_zX0VnSp{RakxfOz>B;5^XV#`*Yo|AAeZJV1_{$N=Gb-{e0~9$pX} zfc~|X4-EL`uEjl54Pf5ErvJd8d|(hD7X#ymf}s4s@WCK>@(Lkp6B-zb)Hma#;)j7C zKu>T01!n+51we3M=sW=Gt}zY^3RFI%y*U@<9SjNwBJBTQd;kpm4~!D2Yr#cz2ZF$0 zAOYxq+JXSl$R_|eJPs*i$w>_cVvz?(eqP{GK)nVSAP|fYVASAS?;*!b$&lMtj=;PK zSaFgAM)AWKfG~kEfWbi95Wq1Y{$%hyRBxo1jVKxzj(lUyMFdFE@PeQK=5`VQJmfBX zDvY0_L3og{Ho*J>@ecuXX>MBsLx8?u3=kNgIg`vN4zy%xCqeK(w8IPkH}BvhkL{Fz zsnktn0g~V@p^+_ie>tMuz5^YID5Rr3U2-%nDhU-Z%Rp`cg9FA0<^wu}02(~Jw*;4C zVTz=1Wc*)3f+jO!qdugDfPtL+&t(u`yb%7o%YZ4m<;6datOUIO4sR%LvY!YV7n1u8 z4)TrDGt9fpOa{xL($)NM(!@kcIVm6&->4zKdh8>GJm5&dH>Am8p{Q)QstU%gwm=Zv z(%4_TtydBza@bR$M)8dbDiZY#7jhV(gn36d$f^*U8X>=ZRAd%H9%xS$IT&DvWDfu# zbwVEgyFI=;A)q_>WS|ZjQXudzd^jW*$rS=ZriUtG-pT*mK^}zFpduYY|3dU4T##+y zM9Ad`BY=X$Bbmvd{Qo~j<%0tA!GSD{tOlG7Lt01DA*ti=ka4kUbbNP10XXD#L_k{o zJ=}4rJ_FJ)iWx~8t%pR9RzQx$u^>I8d62X*Qpj!KC=&NP*_#DbiB{k?zJO_hfkAx0 zr11bD$q!7%-DxrxCn^Iu-`%8(0{{NYO8^sW zVsA~*MdHON0w%B`1LL>>6P_c_fFoc6(mozHIfMmOl2!l+9WbES#4m807=Rg25DySa zcc*t|kn#T`!}LF9Amh^>((v*^ZwnzWz#4#b6O=C8p!oxB#7#+H3$?S%)dAuIFPBg#PxqTeq?*Xe{j42 zWkDHu0pbR)T!`0Ag2Gm`m$d|yiX2L}cW zyX_ZXDjqNc7${eF{k}rxzhgs#z>({~4a1#*V8B40{{jI6Z+YDdnVP}@r0ep#|EHW0 zrpf}t`eH>;fZq54SMvkr18)1< zn|QkP|1MetlKt^f8L0RHrUG~l4!9SfeZV9UuJ{KE5r6^XPDaf`vjKo~NY9M_z#xF*ZecvPt0xFAA3%$LVVhZO_|Sh30G6Cn ziuRBa_SY0J9Ps3SFXZ6|>c7mLA;5)zXN0o;=>ZH>+yC|ezU9`x6Th6zgU|oJ9RT#j zK>bhqym!nF6S$*vFcctIX!6sisIQPqIb1*>Jj~&w<^@>%R;dg?0&xn^G7QWB1>%%f z;Ew2k1sfVK3`w2KNprgn01DwhPyt}jx2635fx?j(d7RWRz+Rv<`~!spb^iZBG9tI~ zILY||j{=ztWI0gYfW!jaD8K+ia_93RMGIJgB0QMSNd*Iz2fz~Q9}xVXApyhy*vEss zE`S0v7FEDW4F~7}2>O3;U>-QI)POPo9ozz;$zqJCI%vS+M6HmM`gS=6D7QfXyMV+N z04nTlGy$cG52$#5BLTCN4#-dSB4F5mgAELr0St*Bs8YbN|7OJBNxp^hAvKEs3kB-? z?b_uZC@>e$f5PS#%8yhp`7ab$<^U7>ALw2B{HIlVynjzD{4J`97!X}|Il=uLpv61x z;eLKwKmTFFf2+ZPd2co8{z}X#gMoPiUVtK;AStjwxg}=!Uz!G32{=PGzMt3rOW0sw z>2do$P`UpedGC4zF8`|<2L^5z?%oG@>+kU&{9myT^GQ_mH#=(d(X?e-Q5m zFTSNDOgX$Ad6*%npJ>X`r1#`i)12oYhJu%Qi}BE3^ZMqNv(=X?*C+S<%mjQ=w^xq% zcUo)8TEF}ZczizqxI9AMoE;&j z9kWBHe<2L6hB{tf_j4m|rc1A95&Bo>W!yQEc~qBn@cyh){YA+<`{{k13i$l?nRQztHW!zm)QHd7+5Pu@Q( zp)|Z&^UQkl+qGbHmgu=jOnfb2;uy!`;2`T`8BG*)qJ2wkYs!1*28dt+)q!0cqB6b@ zZmV+ldAa>3##VW@2-09Za6pZ=ltfU+B(&*tFcHa@kj^ae891N!+rY~dWNEci4uc> z0v9`*lT9>au80HWWgT9b+Wv?Q;U>i3qtn_w_e;;&V(#_kW6YRo6E%mVY={%)!#FJ~ zjtlDWVy5sM5v)Um-wbvH3f^}VDe-*D>GHaeZyi|7n`vdqTdOTsX`waGl-wldP`3Ec zG*K@5lo!2e*q)PV2eIQheZ^KUr<0C4wHb+9F|dCGd^c2y%b)(CLh6c@giTlF44b#% z$B0Isj#m}44>i*~u8f&xFYf6P@9p>7 z7LQ&${@H|PR5A0RDk{}v`VY}ouHB$o0fq78#m-KHWz$p*Q@L$io}T*1s}QJp9|5rr zLBE*Mr!+d3AKfi2TNGzQma{Fom!~g!v(}t!bQ4r<$DWwB-c)09{yEn*5s&-QnMmZ& z)@!({(K+oXkdAoYuorJ1OI7}9^KEN!)U>7;h?|{hynJX?s!tYT`od4fqIG`RqK0wx z$sc7@A|^E7&d@|Y)^}Qnnq|fLY2afrIs`1j%65Obwp(9h0944^B%{hMV3!%&{Vckt$2-Lw((Ene0AK z$svnhO>plccuKgIw)Y0yUVWOSik#DvsW2x#ovU%j;@LWkv0o8@RGsGY#GH8+Db0mz zXLeUb&e^F{Jt`>vLe4L)puSa98rRCj=pODP7NYw-z3rjla63)xa`EIr@(e>Y=ECFo zwL>%!_Tooct^HjX)#>V=D8T&EWy12p7p{v$G2VD_)>}z+F^xQ*TCFF6Mp* zTlyY3-#xBQHdgcNfSN!f{>6uCeAlx_W|+pfAT7TiPmQHNVjuW2)Ne z_Sv}E(M-6CE`UsC3+6PeV`dF%=1#C;w>$2AqV3~yt^7%)xvAJDoZ)P2`*x_Y(v%#% zuMQJ6D+WhA0gtkQdq4Udc=gxZ5Fee7;y{pB?Y)g!2&r zsp}w^abQ;Oi$Hj0j5JhMCB!(ot2eZxc;Ua7&9==K&speZES?}cd+ytXu^a*MNUjN% z3M zhBvqx&OCwQ=8UI$w#-3b>oq+F`R$JB9ZtJmn&Dk878Dq*r`uFNAe{fWEsrRo9Polm*jOVO40b;NNqzw4a_m@AGm zmaw=vpxF>MQSgH#iA=q>KXlyC%qS6}PB(7B_(ZEFybu0)N410Jg8cJdM7 zG>~p`yoFo-@+9rav~WIc$@drLPU^_&IpGqcof>%lTQ9VHm9J4`ORvgb^1ox6=DdT1 z5lmSwXd%Y=m9yweRkP@AvPDJIibO@G#C^}Zj=lbjY+ySWuicI4v#Se>>6rh44IS?xm^n22jY z*oC4V9r~a#aE#Vo>cV%uBl>WX4@=FAgk#;NHv64azWDEmfy%*R6b}i8{R;!7j*AEQ zI~AQ7uNq12%`v4;KfFN*;DJsy#m|%3xS%LA2_|y{rByR=Ma^8WBg~iIcL{OqqIWO! z4b}4a@u;gXpE9k7ngl#=cHG;z84XmF@Es~p?4o`x?Pg<-bbnMflf~I5KMj0a*y_OH z!*Y5un@h=1JJC58dVD|;eyJ<0?f%uQ_Ih&D{b!%E-#6@j%?Eu%Ty2FatfmtV=-c>o z7-PLjoQb_y-uu*>_SM>S^br=0s>h!HW6^pVF`QfhkLxuxu7el93lZ_Twrd)LvlQtJ zHc*3&CAb|j69Topc2+$XCA{$P<2N%MnYZ- z>KtefR6_NbnGg+$C`x(GibsT4+9Z;l&C|^8iZ9(Ou^*Q_XI}q;qxTj3$HRwpc^u_I zgIT8Gx>u5R@~^(OL0rFWS}gH;qx)tX)F|@-_+iC!t3QgVbA!m5@cmvt#dSt0y|*|Y zz!>+$9>ol2BJFt!WR1v>uwe@2Gg;e*5nfE^tVM_m^X$2`58`=B^+sKx$RX!Z?bD|o zlqy1wl)nDU7a}$G7pdhBhvVD0iZGkzeG@ZInT>F&Va}8mnI#k1j z*jPiN5rX&R_#9O}k6#?PRAW2~*pd6n9Py?9b9PFpfcdrJbR>0fP$9;`(}Geddx^-OW^LFsZn>F~_fHC6;{!e} zB$S#F$AR=Q<9^xzl6yl_N{=o5Q8S66s=z>>i2r1Fl2$bACl{ZZWp_CzcvRY z%@_p^jU^VZKKKO6t5tvtx5OIl9-Z&{wLhfXBxpYNN?YWfnB)DdZf?osbx2Z%K#;8< zb%ybM#8!g&uU}*$QruaZTBpJ>WD|G<fnIGVciOl#w>wRO}xna=d$#h`DU6B)o0^g`S+;PStDdumncC{R!J@ zgUf_TlOTm9oO0md)OYF8WS8Pu2w?_MbTLyqO0$xE`+3P$d zTE=Xk!BGzdVx3!EW_~;(ILbXl+~0!vYYuA-^MZA7U(db!5&mxGsNDkXk-152<49UL zpm#{llqh=XLRrB0^1-4Bki!p{QbezA&kOIoqJk8@{(bvy!w7j^iMJ}{%23@9J_=VR z5PYo36|;Pcz@1?QcZBH#m1TVn{a}NzU%*PZLrUDMNwxB01mLGqF|=A`8!rs295V!# zRnCun+%XBhtCI9!n*i0Om~D}hH}n$Q`^f%;fxCIl;JId)(gd(n83(=`2 z>lu>V-7~gw2>p8Mx!(emr>|lPW|Nw2o_LPJbl~M0o2Ap)BlOZ7-Jfmc7Hg@G&>X)# z1oscy%IVjBk%`JptYH|^$|98&^H=ZlH`47p>468~nNNn5X1HoEk-L;QyHZMVNZLI0 zoP4QXdnB>>vP4$#yK}kAD4Vwa=I>sk`^zB>(`O^E`w#=5vdLube3oD$SH)+KKlWA) zvS^psQgCSIeKP-~u8|zB6?3p(m+L1g-ohJCy<}+FiwzZ%{Ca1{rn?r0?+_JztP!Qd@%%niU~YnhP3$A0UHvG6EkXn&=7TNjy?uD}CR*Ri zxs*#(w)=pAX*>-F-r|(}zWj???1JrUpIWFw7jyZfuf@hGr0R34Q5S_Pj`pMAm*ie@ zk2`DMJ^8MH-v>O=c~HRa#4K$WGMGZEeX0EU$EVHqcLPK$?%GJECCiwBD*5K{1T*o6 zb6Gt<5HH-mrqG`HJn*}WdGtXyEwDURFU>UN2N_!$dRxHFO&y$gE_poqeW6e6v#clE z(adnMUf?IV^KA$%CEaib)jMl<&g5^8*>%U@Zj5<(>j%<)R@P~f5hst*@_vA&?cPKH zMhq(tfB&@Eme561!wU;9AGvwE6j51Q5`GwZf()+GCG&X_cxfE`EyY?X5`P6TJuNlhI zpAkEsmiWV=iIWGMDWMcQ$7c@@RDccB=7-kQ@Y98oloshPBcC;RhaP9klu#YH&}@Aw zDo)v15f85j#g6g2DY!z?T4i#g>a&-V72H^BMLRwN5!fCtT%n@t8mEdaIUY2%vu2a6 zY7@QJ5Z$MLUJr4Zp89d(IVoLlGp33NHl&@Gg}naFtYZ{nC9g{fib#Qqf4rHhD;rO= zFI|NC*`hL?DAdPcQ1%*ElkqSW9*=C(e9I7evLADDBu;6{6B%_S>d!cZPIL`>(WB1L_DTF~&Xh-Car)tXA)i}W{R)#13I#k3 zCaZ_@pHEQC2QI~7&L*IM)QS2GDW2}Ns3)p7FtqP4+tU3WJiNeB?f+e90n@HFL!(ow z*S4|_|L~gFYHip8VjaUoZaZ%H=cS4Da1dKUl=;I^CkwLyC@fQ}X3V80B9CmfT<%$2 zT*>_{gKU5|gZV6hU)$H9&+Z`tsvfDc8o;IMMB~-Td&RZp19FaVzx<}e|KjqyI@ASo zoIY))m*Z6AO8^P0P$$YDx%`W9v!#bav#o2%_b^Uhs!_g%+(6kW_)k; zCV<97xWkHMu|uz;2j93~%{L2qlkmi~PT0LB_Cp31%)l#C(lf0;iuQGQ2oZWT<$kF( z*t32Zz9wT4{%Z3e@Ol4QPePl{s@5VK#_&Sf$g+!tLp(|Mx*|o>P_uZnJbQz_!oyII zkH4i(c%+!WLe7F#E3aA!LX@I|y0;a^Jgu9B*(8T5T{Kj2pSg=AC{QUi<-k{vo;M+d zPJ=h)S^IWd1&SP#OdV}kvb;-elmlV*ON8Jw;RYSF`^HX)2q~2VVOjFRj}o3-J*!Pm zzMy?F{so360i`Sx)1-Mkxg{Kr=7%XKKf%$eU^6@W$D1L=)RIaB(fP{!+ImWyG^JXH z;fp!j6T%(N0`&EFe;hDPuIoGeE{i7cQ9doK7Z0-Ed*YnfUqY4qx{Jtl(oK4JT;PUZ zJD`}#!QU|;082oHy8h=;!FF=rB-5$8)UQ!e(}6_V;-ICf7Gi|>PU@CeNlV!^Mq1bM zPE0F@v5{VCq9dXHAcC~rq(-E9l;hdEI2X)&oDAvu{xq?+BZ&E>igOGBzl?m-H~vK+ z9?ZPJ(=2!*s7Z^5um7DAEy+GKyu3C+-3;wfqWf$;=hcQ|_1f)i)@rN-(q3M?k-t%l zQNBJtg!1uHU8h&b8XCOu3o|Yq>ZOrj^`itUaAh$EumHh8+|Rb_!cL$wK{3Y>WEC2w z=N8*VHSi+tkzmy%?4{4%d>VUu|N52-xPK+FbRH0P4dN{#2Prv3%9zC|ts#;3s?9#b zQ@1Uc1KwpF2)}^?m~Gcgzs|N~mge^|yH33pg#=~;m#&$1HDljNrv>~qX6%?%7X@ul znUjAtzenKd9JH$N^4^D}$a`!R^WktwzXu9%>l5U>gRLjpdyD)QOdG}m%&e5argz%g5^PwmBJyJH_Jf)(jlo zifCTOM$>#pp_)rH$8s8J5{)6m(7ozKbb=Rqx`dcVXLH>rA9a9`xQe2Tn-EjCPAU_~P%GQnZ+CECDteT*HQ4n_R?UactX+Ul@G zd4!{FIG;2hW0g@JQdvP;kRfGxhNw)^7OM)#QN5EVyoTB)BNOuPs%F;{EC$12$YGzg zu<1O$KrQFmR96<-!C$s@DV|U0qFtUGJfjmJlwGx$A)`G~@75>l1s|syPW0>qBPHJY=B`ACs$YV9NMQ zoBknv3o!?3pHFG=!%197wD;l6t81j+>dX({9$XU&WyQuC$FoF@N40uwp|2J%P$AII zyc@>1LW7k`_{!1r4qfBD+o7V(&!1VWy3Qe5h$fc!E|*W&f3&qo_n+>5HgPmm%Wyx? zVCS_4Tg?BYRD0$#>TpgP__c^4DBhw{(Kd5`eez7h3e5yk$s;-Rs`)l2uu|hE?eiJ? zJ};^T&YI0EVJJ+s>9)ouZ9P|TK)iWy$k=$xtpNbH;+kGziJTkbc?Xq#3KB`+3i}?c ztT30y0qYui`J{7*T;A^Yg!O&2AlQKI`=@u5Dhf zh$nC!`V-sBCWOKh?)B5obfRRKR>YVs5?5H-8uHlBHc*<}mEU&**COUMqGoIY&-)|u z*kFzZ#5tvid~!X)2VPhElmpds(AC3tqt!e{2Ph&_5qXKOzXetPEqpEk+ z5_^ZpadT*8d{{Mka!TJ0oRd%kX@Se5ArAHX0fHKTumM?a2wPiFOU%gr!f z&4j=HGCVGK^f=sDBed$pP*aE8&n?$yX~Bud1xiMVe2Fr7VK0IaDo79unaGQP3|aYe z%aZ+C%xC$j!HG=jv}K$XvR{Oru`92-;FrMevttK%FOfvMl|t4amcyNcZ`u9TKj+vB zN~ZY!VqU~4#i7W4%h6rR9H90&#a@s*#pfsgJr22242>$L1wA=wBSEld35n*+2!{BV z&qQZ_25ckbnC3bCak24R}ed>x9J+q@x6WcTJ>nzUrweInp2+btt3aj}V zp7`81m7eaN+r#EcmnXMuqI@i44-)>)!o{hPfIBCwg2Uq4*970#Z&AZZJ3L$aG-S35 zlWYGHkMEjhxw-5iCF98yGX!6k-&iiJIzuUe9E{g0DSSinA$$uyDo{a;7J46zaUq33 zzl*!FarFJxV;>@xjXb<9blx3&^?N#yprRC=D{PD}qsi@_u=XXlmT z9_Ayg`N=8P3 z+7`a!bzRwXuOZAB>IzI-KK>L2N5#@G=Qh|Y?M>fzLkah6dF`a>Ge)svCuba5F(iCa ztlqr(kY7HDvBFY;Eb`{m=ISC^Z~5cR*^k~OX*y3$f(xO1^s2=&g%}Gt=1Se?n327? zhg`@(P)R^}j}MGJm74T^tL>Yt%s!uWF_@{+!VppJ#w%IrD>V*@NM1U_e*HjeVN{VI zlJ9EH-iK~j=HA|kfp53rN-RU;-tNK68@{A$m!y+e9ILqT``RNIU=z2nht5v3bEjxJ zk0%6*wp|Vo?L$!-MzRTBp~b)kt9?rQ6SQJ|F7#r?8l;31WP$I_#e z%_ik_*Rsqy3Cn8pDc2l7sD{YBuq2JqcTvsl;*u1CA1kQ^`JeVe-N*$jgR9AvyS%mVs)Zgro2~wtw-e|L_r+_j|CtOTml$%;ciiDVNQw z2OO@DYn6o3(d#!gOw8Ubx+-QrDSD; z_PLfqoQV3dsN!)~yNMq>-!3XIP_?SDOIGxoolN?Ce6@J-HIYeNX!?u+J?l@pp-?dK zIcrkpJIyT);*QXM8reMO*9UK58+!s~?u#9Zz9$XB73`~wdn3QeOEkCrJXes4uWJTK zU=+e5iKOl9OFO^s&G6}W^ql8*|CYWSSL$RSM2vkbuEknT?{#MLY?u43b*Xh!=;vXd zTT|q~YSLz`apL8;J08xobv;t}OjcvylM-)0=O(NiurQXUvKlFeR}&$HqMkR zKTkN8>85hNm*H4k18T?@V%A^`(Tk51FYLEEDnzd^B$J0KzM)|HHM|6#guX}7#hgvL zsYd7<+iRlmmIb}vc>wbk{!?F060|q?#+ZRIG>WSeCV{W1`>o%2VY9usY}-gi%yjdy zu+14nrUyJhAc%thj^0UwwlbR~S+YMdd24ww?|Y-qYk~;H_Z`*a6S&1qu7zRtLGfGV zT`=V%wRkEG|EGHo{6x=w)Ff4*c@O&BFLgs;wyPNKgLoWV(tGy*(7$k43}}+VU%*;C zHg@*#AjX;u0x>gOmT?=S+oKFrnP+=1)=nN%j}wDf@nM&^;0gQb!p+{V6T-l53vRb} zUqsdy-2L=Y3ZJc?2Wq4$8!o~{n+hxN`DNHtxU?$uQB(`<2(U+ErFfG3oP^hR?8#NW zxGg(mJGYNI{Hp`_{HkyFe>5sE?;eswBmyNkU3^}O4%pQpVQt9=s*)3$Ib0A}djh*@ zS-|PH9L|fQT7t8ZqBe*+jyh0}2s0R?#9`S%9F!7ptWBVPb-ow;s`8HKMR=cOXT;mM zd3jbYN~!lZqHfFlkw0=ijFGi&ZB2pVFq&QKk7^|l&4f9OojK@MUdw%Ha=6?f@Pb-m zD+y^$d`^OS#iu3{&-fVPjK`2Zb zH_+=RxK618m@7O#EdNM9tbu5n(Moa>fZN7qzwNY*9Q?UH{!>=}Z)SN-<5cJot4{$t_#ZMiy8?fx+TZ#|< z7)N>&BqfDEv3dZ>JP+LTNj@R{@E}RFc`cW*FN!Jfm!L&-RME~=&xi5k?eOGKQ(D#% zbF|>zd*y8R^>Q0pW?@q|ODkNsedk3oULp8z9QOoT@nx!7`f4g3DO$ul6}NsiL63-+ zWbA8v6mo`7u*8ZAavE{28~0cGPNq1s=i>7L$Qp;lXnEbz@FHxSE8A;kV%`q~ij=GFXM@8S#6SA`&Bp4~r-iKb^vh zXtAH6Tb6b&IFCz2N^@vbUY)`Oy7VW9? zUVJw}u}zkMLmS=heii{u!~J`a#N<0GUZK}vrMej-f24SIK>dTZd&{0eh#`Z*9cvaF zA<^ATV^0^>-{eW#F;0cgEhlg+Y5R)qn;wnJt9%S(XAvteaqrlNJuWA)ez~e8=uu_X zN?h{!GOAtNH%i3PqA7YL2XvH_ z0Y&?V%8iJTba6n&N}&f27J@J^bdd|vsay8va+y=ChlB4(<5~Hs;5n`vU8<;lF61OgFd)oKn0C|xUgWz$xxhv5{(!CV`v36 z_QQy!)CF#NF{@}pO+N}ishZ`rzr|qxVYja0jg*LrJ-d}|bENPQCgOn;M(#qrxFByx zT?xl&u&6&dm8PGle^BX#N1l_yAMOR!`k~d)B>s}fC+(ly6^2);z+7$aAGF=6L5FMS zA1)TQgtWFFni$VB(Z@{9mGUJzWzs}<3M*Hjd}3VDw0MLmZmRjM)D5#@WY=etGd8*D zRhRJhN*la;&SRXe4nv5c)*EZW*I^sM(hV(p%Z?j6Q^(gQJ6~yF66kck>;+#E?bw39 z%oho?4#)eTUv2Tbo*1l&EPsy-c7_>4U0^TQaeN~-=UoRr|GpYIC2eJ_)H|X4@so?y zjZVzC<^=L(GGN=<$K)^xH(OiRqoPgWN{{Rdosdqv*!epRwhMBEa~*}0o15qQp^}#5 z&c1V=_KY0d;OA230JVQ;zT7}6#27QZ92?xGJo9y#ZXN5f^aL#ak$7m}3u{s-P7&^x zgU`sVs9zqA%SceUq+Q`BP<%0_NzQ8|PR1b?9;yFujvp!#fx?YDzAE|6KYqKqVcV9%~c8R@s_&M~RzX4h1xO1?BNeZ`% z6qRNHR<;uBzFCbprwJm4AmG5BAlqh{IXV+<7tyJ3IY7VMUfJ8b_HOsp4>yibR4FRC zME}h0yqAhHW8_AiI}3-hL4t`rh=3*MRN89}(EEyO-w36*CNkJ;1Q7J=CO zYMzsoosaaWw8MKzEd42U<%3!al$FV@IvPaW(cG**h&ZWQt9>Iq+pjwZ=u@M~N!XMo zY^8lzv8dxVTsJ|s*r22G<@BGs-HV(BZQ&hUdD#AJRq&y9O( zeu_29m-FLIo*n|*?xAtJoEgI~O}KUPDx z4{GfD)uZ(E>*1O%^rPsgac6MU!GSVq+vjL*D4~C?ypt>?pK9Kvsp`_@U=_Pv~NUioZMo?Z?x=Z5cDZAZ-D9zra+ zHY{?S7MMOF>ON*~5L&Vbd|-9g^kKk`zPO_A^WA%Vc8nBIHI0JyDk#&$jP zG|&A@(pW<;6_m#`aEC>;YTg+XS*){!HGJ}Gx^S7blDI%?zE6_C`HB47)1aGNM1=R|9PN*4tvcanE4Tr%zL`~2l5&@E!=L661w-SU-b-f zQ+@V-|Kmu^5H|nKN43sJXW4!9YmMh?@K(!qjxatt>#QTe8WEK^s`j&n=CMdWw%R2< zV0F2+akq+eS9&F)c9zf(SbazVEGJP0aVt*`DNJJ3rCx9w64K@U?!tN<3y7a)iukbh zDP?Qz!vuBpWTn8|VNt?{da{!ID$S{A$hRA8C^4@{3(upan8X`qEJ~Npa)0MNd}Y!K%zlU-z_0Aekj5bgKfxKa$-OLV1f9^V5$!Hxur z@t08(daLfazzB?JpNqsvgM%a>0vTtLtjcEYEDeg;+upc$d%0`B{yLy(KxB$RpegG* zQz!EwmT8X|LGjvyT+?S3$T&l>jDu_($Uo)ZB#!DzR!3{+ZUG>CMxeEzbo6 z#gD|=g7t+DAF{lQp%RiVDjRm!+Rd(7()QJ^r&hl;BMGR!dAqLwvJ0=d)jr-97#Lca>zwAU+Gn7Q$SwWtq;uzEUN z;L1rSzjOP$#xoBBbj$Y~^eSpV8iM+Jh(n8`T^3veB?JB0E1Hyr-L6z$vcPKrfgkvu zj#*L7EjNpy(`14XD&@oqRkDxUd4$BctD^`=MDGOX!rOMxV)mMRj3V*UAv=s~yePVCbB!9sN0m1$scooh4FE*+rAX$H!>iW#12yrM7B!Mb&G`$>69wkPo!-OTzU#=O(J82nfWCTG1E zh3eFPi`+$QyV~p@Ysn_a@}E^HR-R}yPk5$!dgmUOy|R0YLbqjXf-k#3Tx-4jWRfg) zwF95ssxg$CQiZJb9spvG3z_{Yu^l+)`ugHBoNqNGjukau|Cxkok z5q?I=8oiLe=X!n_+zmv=M4u6UEE=p>ohtoH0{(qGMQdMm9Wc-hMEaOM16u}i_ZAD6 zjPQlK9Gg{*pjXG@?2oc0Es3e*7G4zO1-57eCN?H-M23nCRBe=K6Zq?q#l<5as>`PklrhqfbmbLYM zm{tt^2M4%!s|A;I$&T#-P6LjY%E(&p(D<>(hDRsx!{w+=-)i@^(-^>xkypzL!9(Mx z9yv|BK51h)4i-Kmlc>eS1g9ZwFY8RiiP zZ3+SY)~U!EjlRX0zlbAcMBpToR9^-_ynGFZURJO-OAEEB8o8 zz)d7Ud*_e0&q#ldplx)_&lN}!PxjuE7!dNHNp+C%{4u!1+x9eyUO$W~2GJLK5X79p zjNqo{Q0*F=kP*%c-#Q4m5z*gY;6Vm5pge7y>i*8iBjV{4EwrL))-U~AI-+qh6h&KD z_35M&=`?oGoAm7TvrnZm#O4P?rhXX6&G)A#m2!?=_TFFV0$?(}!p;v%z1%W>KS<5t z>1VNR$JO*tEC!UtQkC16_hR17=xe#@KSTUn{VXm1`N0b5rxIJv9fzRpiEzw5yg7b&Vw2Vx@INW%D)i^TGRKX&fYd*bn6li`U;-(V+}Rbjk2nxM=tNc?Z& z`Z6kBQga$oq<=vDTP2rv&?zR7-r3DXy zLH$!1DrE`Pgt?P;`&H(pQ!KaEOmvk_PYI)osXRzkUWPQHNbCBiIP>Dj?n$`8GgCI) z?-YjpJs0|ddN9F*A?E3YdxZQKOz-E@xHuJtci*mB<_>ykpJ6^pLHJzsV7j}{Wf8cn zCgW@U`TC>JS=AiPg1;_5lob^-q^W)v;k5R8Zm~n_%Q3olP=;piDvOJGzCa-Ji(CN> zu^Q~zC8X}a6^_O)>r{z*ODtoHS0f&h9>N9J)anA9Cpv6sEO#uaI$4#=#&xV6#%q$@|)#f8g_VzSI3@; z7%FF$Gwr-qbCQJ+{>WQ4_`F^W?5a3EkG){p-dwI|ujY?Jpz1Pn+hZL) z(pfJku`|L}@I;<0to3v%pI+-uQ-@C=nCPT_&|Fh>w(M1ioGu>!>JSm#^~A%?5o#jeiaV;p7cYHi2#J z;;zoHYg!gMFYEYyoAFdGS!%sH&RT^=3*M72Svs8#R|!pz>R6dSnrWH;j+ZIS`G`n9 zM>7I}a3L}2Dd4tVywTvH! ze0Xb=UI~87&l@7bx@@qc!QYTEGMUyPyI%UJT9mscaHN(F7d?(^_fUsod5o+$bu|a4 zcwZ-PZ8lq)UX`rd>f!{)9?U>dNLq<$6)A%&`>j1#?FHRz!i9^7in(rfBA(-%FU|v* z7hEzUtYgJH{k~82L&FgqeuMZbn%|_&(>B|uc1! zpdhZoQuKLlf^-&oT}n10cOpZEU$a>;cSUri8`q;)^%zI03{|2yS!ZNc4 zzGzUPYsh2%Jr%+XLVs&hoA83+YJG1{+x%tQD*7eC$)ax(J(np$+cba2BWxu&;z;Oi z-H!L^DMvF#r3{GP<$LsVA&Dp_beu?9S+_{kD@d(9l_brp)D-y>;L~>sRFY|OL$-MO z<%uWr-zqDfRSQI%KeedxZQaajJ!QWNQLOSf6=ih#79VFG9Ggz8_Km&jMtU|jnio=u zU9P0^tJCPlqoW85v7x@hm}F`VjSPPI9R4b}>&-koqgsMC}*qTv*vZYT_o?Gotzo)Jb=9@QLxCmdi8VQ0e^71$SH0y_h ztz4_xt5CB*s{Z~~)fbY?-g#Sp`gfPEoJtc5XU=$AJ}EtY*-Lo0B>n-I4e+{QajidP`=Qu^YQ*dFXc4P)GB_W)9?v z*opXN_mbVO&<>lS#<{aKocg{`pWc-X;bhDT>C+o|Z;Z_CzId9pd-~z<|6}Vcz@qB9 zc+XHG-Q7q?4-BPrgLDegjdTc-1Jd0LCEd~?A>Ab{-69~3f|7F2sNeU!@4c7j8F)DS zcbv7>UV8(xe&>_WZ4_*rvbt!Z>XACE1<^*2ap|1hupv>}kfp4GSBRTr|23oOWeM;% zLrZ85!foePRdtgKMJP1I#~{GY%Q-fm_NfP35eH2dE~6k3eF z-)4ze@M+$nmB(XLhbSb7Wncv84pRp_#UYC8p4Rh(9$T@A~_&JkXiU4inmPZ-@l|`mmCpb50cWbx73ULcDcM~Mb zO?o!#HHHe#+tS8Zl5vRtC*r79Ph5f)cwv%T;!Ih zNP79|DEsUzqs~@d-sHzrW7K3P_q>|{lv>@(>8*|F7%n~^A!~TW_FH>gwCNczc_NgP zF)3eROX?Hra8s)EV}duL5jZ*13@K@=R$)#!H%*kNoe}a!nAy%kA(GEue<{@!b-n({yYua%Ka#Dv@V)Ub=uYuK%*#L|6xzR4ToOv zXfUogxnBRCd`sgSxjT<QzV#QJKWF&*C5AFP%$V=37HEE!mGAjb z7C0^k#Vk^DfJ@{l6QdFI>f;!ZG0Yy>w=d3MeylY8)yI!S#`7x% zyazn2?ryiOTLn9Fe7y5xt!4#n^cAr&g{W%pR|8ZyD6KNhGpk^7u=&wCh4ptO1t;1m zqjjBeq%dYWp#lDAZ@f{j_EOV@QEHR*QGR!Xc=zrnt!)J7r2=SYgOOU^7~dR9%3E)VfrXyf$UL-6qh*b0l93u z&3c>BEcc-$$=c64EJLm*_0Vk2rf(oagd*-e87$NN7+HO+z5Gx-!v<|?!&%&JN66ES zc~8O(eq@$ebXw{SSJE4ryht_-p9Ma&`Hj%#P@n1~#1)Q9vVhphaDH1kKL0p}c`1JF zd)|cWSjE#zIu!AXmt97|!Tl#;qr^sT#3d`pJy@qI2u|}azSq_YY(wn~Cp#|?J&+Eg zLOgQSzneIfgnps_!Wa;@M4qp~QVl}vVZ*a!anPQ347c0!pXD2q4rl8=U%=9;GP6%x zr7x?=^0IhO%by)?_Ia3^f~%=fPFM3?QMQHx&aWnns9YHf2kNeIq#o|SZa`hx4D#QanxPS2E|?9X%Rf>VCnra?DlOC;=plkdr~j^9|YXw-fEu0uC5 z*Ek+cIfvnfe$GWz!tq^kd~rk6>)+Kqu|v_csD_Iq{mi817iw+^6ha?r$WcX%f$>Z5 z*OX9}v{2u}Z6St&Yn_?9^Z^+xNxnYyy{H}clL6~&!=)6yj`v}(`aXdivGCk5?7%s; zgH{JB$&!lea;w6&{@_qO@EKkS%{+Ay8Dq%-{W+U(k;A>VV|{O^r0kollAcemrBK%x zV3}0f4SBhbjGK?5p*E8p9}IGE$r^Y{ZXaGlgM3<#?QV(#jaa+S0~8;i;eqrd)v}E} z!;;uc$I0`WUnZbA6(Z~Ii0;IDABf!)$?-5YrNw!GCgTQ-vL!!nF)jx_${HC+_e714 zr2E4BWl^2SGWdBcWI&lXxAkCf9&E6LshT=+d-$M$ifTuG82bIvrZr{`Dk{g*E}|bh zD}&%<#}9LfwuACN4(K$MhNdO2oW5!lM@T)jKzbC4pBKl0Err07F<9rei&*PNaQ!V3 zp;#D~4KaA^yZVxY#_0OAic` z+|s$!*QJXZ4WY|F56&1#A32#~&Pc~RdCQm1vmC)^7h)&YPjIzDLsldH!RI>=oMv>&=u~VjG8+?g#5C)S=0!L~RBQ;WGOCff1g?v2((6$1F`6+hR8A z7~HiY%al(_P+g^odgYd69p~_bDYa|s*)sIO(4;FY$E}lfWu8KG*^Fp_UjubwoR7Q?{rI^}v*`2=- zO%eKNWtX6DEN)BvabRRTmt@o8cq~7-ubJ1Z{ulNn1RJ+f^Qo6tBE~JA*R+89gfF3Y zi^7-T@}9cEGU4HZiRamv`q#|gE#7lilzox)C97Q#?ZmzQfwJ|8r8oa{&ab{EZg}DS z)ysuBGz}$cYUjg;xMj&j6AM zfbIb3Qvz^c4?vOuz6$aH7vb~`i=?S*YD5S?dZ-|SeG~!_k^w{#fFA+pFaZD#2sc1v z0r)-uU*|V+3IKMQWB#QdoHDb1D}e-1qmmw9 zvr_Q>(eeYV8i2|2SIZBeUwHqk1-K#DH=Ja@XTlE<$pApse{=x%1t1*#?Gr$E(cNU4tbdpKnI}Qps9}JGXg8&>7fZ+uoQvgnf0Dwc`|Bb+c(SShG04+q~ z7YFHoq+o!g2FHEzatZ)a9xwob@qzIng5&^Hi2D71yM#0P0F>5W9X~)^``e`o5=a)2 zPawq<1fL`@I6og?lK&}xgG=By1G7ekD+OV%Kp-yCKT@9Ga20+4QwQM%NIGy}&tK>l ztg{;N0n8r--b4r%hX~@J5CljmfHmPW0f;Pc-VGee2F!$;2TlNM198Jjk^Z3r14I@$ zY3GlQhx@-eFsvIH#6kYIKR#Xn$MRnt9~^iFN0`BkaX=`rss|u35D#n-1(@>h(IEim z1&(d|)9Y{i+5e^Hg&m**vk(Gq3c#?y*>nI0MF{X5oVEraj{vj{+!|ldK@uPc?Eb-T z?eD(f)FyyxCj@)}49E)s;`bj~J{ZA65SSRC27%$QIJgA>F9Q%WIA!OL0r+9e=pYW5 z_(Kpf0bB=Q#{d)k)j{BVKc9cxmHj@hA%O4FtE1ZL?R$2;S9Ln-3tOkLVjb(6-+(dTT3}v42Ka5;X9OTcz-yVf{}2LDD!>7Mg}~B>qx=B691ZNZm={)o2ZRI! zuq-!#&;!B}VDbT$Jb{1lYyd*f zzxZ{qC*&X{VAL>j5Hm3ZSoQ!(=b!u=FhHjR_-e2da?l4N2#`wupP$3M1@M!AnF5%f z|L~Il2qUmC{_>NU5e0-`_hcaQq*Y@=QXmPy0f2v$aEKB-eE$bg;>8vGcR27QnHJNL z{^l6{ZS|wAQU3ti3@<=0B#Tjuo~RRaJCiln{?!ryT3`}z))c^zf`if^LNFI;kPFP00mP3d_%F5|n3o4mc56Cd0L3C9^76ub zm_ZsO0B4Q|PNV|z5x>xH&e`wp;9xd765hWi`|<~;)bHD=lnI3M7mu z2!RdJfjG(ks^LsfLBJls+6B}A5Q^u|Zot3^#FQW(Y=|BReLi5%07yWN+eq`YR$>ItM{ma}yRsu+h|7{9D9=ZS56aeA@DF?n% zop?d0Fgacz7jwgO*g*iX63&4HCI>7=I2sSIHw2g*d}pFd*Z)gL#e}IsK#zgwGv@#- zCjf*f&;rsdjQ7t7YJ4C)AoyN!0!thSIv`sBUIy+MXeIz88Q}B* z+&6qGP<{|4uF$_@5Aqv1NA_n3fP@I&&%xl|-iH8l1OJI{M*$Ewq7Ve;%?;up`ZEUb z8CVKHMuGqX0@2-7h^PP)7XeU}C@tjR!bU04b3Na5y~O0m%e@Ot1tn zwSOFe^KZ}d{q{U5U?n)d5x!poY(uymz`$nlH}qeK0Q)*OtePL5cmD{1QxXuq0C^7( z0*Jf6!k3~T8NksE0zhc|6#_N`@-#pf1nvjEISBmTeZ66UVjx+-(VqlC9E5+QfRzLR z{3u{6e!vy54PlTEEL|L=jL6Lks~7sO3@{MDL;Eu{aH@iDlkklxE*}vE)*%5BL*xd4 zWKZA|03d@v=KOO{JV4|CsQ@@%{9}oVAae7;vYrB4@L%cgyZS2y5S8!~z^W8T6p@=B zmMIJzYW{Qxr|AK^D6sDWiyqi1`TyS1u{3;i0a&>Rh>PgA6o_2_(e}4P;5761yha1N zm4Wvv2o>Vf~{8G8S+a|AWJYVaS1ii3-7%#DM()6QnHuKc3wG7;|9S z-)J{3Szt=Q<^g0uE?MAy|1jlb;UvI6*Wd^FRCy37lpE0f;nOKNm|9zcfsGCRf;aqo z0p8P}R(~!C0!@I|e-%7%BLJ^|TmZ;?0GaTA7r@+rnf}=XSdcuwVR%V|hyqElYG!00 ze1u?A@*rX!V1of#0%QCkf`SGAAVI-`zi$V){s)E!xb?420QOJ;R1BL?0FjaX`58b7 z{QWZ?00j!~iwDT|n+l*{IMI&u|4Xz3f)_TT2vP>Z`&JytpcVJXud|N)9O9N`6Hh&nu5hkh!y8T~4+Z$i`cM-E*Oq&alG^KkF5;YZZ;TD`j;K#d zPxt+}yDlkj%`EJ5RJQBOKBQ9(i0)5a(7w|#Jh|8co}GMF+p(nFaesi5WZdbUs``z6 z!c7N#fGPTm*FYpxq3oN|>9EzWPxa7S+q&!h#VD~(?WD{j-HC;5)b*ACSaJocsWIM8 zN}|!#Wl44R-JtFSlNe&~a8##q$K8*9W9a4Rfx@r-Pun;1VhCLtyq7OrVxdtl>jG7t z71f*N^G!5lvwyHo@5WKorZdtfA=6E&Gto0@En(|o<3?5 z7YWTQqycm$Sw#>OV{c3B{`OP7*#2#sgTVCi2k%eEj6b&44?cagcw%gLdv`SE$i6b( zobIL*uBh@2dg}k{7nRZ_g?NhUnqMEv(Ahk<3y)?JA}-rz6l0}Ko-M~|_4^mE79!cs zzn_1+JCsz`t;Y~*&xrVnEyg}~T2ZpR2vuIYTh^WM_njA`@R8aw$5cQK?ek(B4Epd!<>-lN>S3cy#;^RB_m>G|z7XV)AXMLDwpi+G; zUoVH@wq+{LnJ@3V;_rG7DRia=+WTXkrW08`n3?hAF?YRQjy|(po#YqbIEZWh@Srng zCKKiMc^8!1iUh@XBJ%4sHgrjhaItqL51$%c`=LSGAZ6r{ZCH<^miC#_xo4-t9{-1u zK)uM-j%og86~o?yRpY{yyE`vox1R^eAB?}UewGqmAGh{+p<+d{m18mid;C-QmV>5g zSHNxQ!cqCNryrd&Gg2QbOn%t`$|=_M2Uu@4O@g#8O5MCg){Pv9Va+!?aV>=b znLIG9ev4F$`G7FIaoap$tcp6__}_kdk0lq&_N*7gkf?wBac|A5|El{4{R2YrwneR8;5W1QD1i60n^9M0Xp?tF=Hov+8);8GG1f5btu@RE z?U#9!zLKd%<75>fwNgbB5`}r>T{fzO3BEh~u2l2&c7M&@X{(!4O)0Rltz$shj$9Pl zts50f!@ELu>#dOK+uq%);ndNUHl_nBLx=C@bfKXwdBNxPcaITp~**99)qI@DjxsmE)w`OJ_VhLH`hh z?iVV~bb(t1`u8T)$EssCFXy}a5TdlT1Bs+jt$oA@W}dZvb(uA5eQTIJ13RfPbrTB< zCCv^inHqGpjDMh@culC`Of~b$$Z5sWL63&>EwcE02RCBZ7K3o&YYbf>Zb4|*XWm{8 zyg29j^fO=mBzgY>3l|5Y=T6ZJ#!9<&r=O1nn&mZ6H))*| zyoMx1%P}Z51}{>)G|y~oggTSzlx5?-;%-Z*MWxn2-0H_ps|v2b3JOA(v_!Zs*>p6) zv93ek#C5}-;TEJM!m-zS13c_}Q?lUKmxza`l3zZRA)6BtTMHtE3~jW2=hR*yRy0@L zeIobiV}b6@?$;mXOm{cf!S5gFBIkjd=g%=+WnCt-PV^s}Iw! z((TTF_z4@rY)K{bxZ`&R3lDg(7+9X6CU2B|eIjAW3@AeJw1l{it}$CVXGrsjkTmk- z4APhTe{81Em2Sxc+#R`$#ojpHl`M#hIOaO9RQp?ilv80t|UI5B3d z}&gShKfn@NqRU)ktI9i? z<)eIRX}gUfjo&+WXLs-aPa(AN)P z6k&!vqvGO;(3))d`B;p$wa=A9_2~w%z~S=ZgCeXK_P*nBHgU>ZF1m|F=C8|;9|RYz7mZw+l&Z>hwofKaoix`L=dTCW z4$PcD=4hXF-Ykfu`cH@%t1CG|KwO)*NafO97(b=^T6yw>!?3s$dLSDo%gpnJ%g)j6 z%sh|Dp!(#`x6c$j^CmAIBaFv8erqGmafg-4qQ&rrx--`$lTBB;Ej(mMJWe<=Gsw3m z7XQXu^Yf#JeY_-tDjtH+HA2zZ)|r%#Sfy?|qY3|Eec7;(p7QQI%cr&+WvjNAPD9~+ z8ZzVxOGXLh2tvo6ALxNe8z#7zE5DLK9UzCwK#Re_OKf#&0TcJDWPhEp3GP6ciwO&CV=W#Uc`w-u17cwrid^bu^@uxeQsgbbk!MDFr zTsFC}&xxC~d&`Nsh_8Mx8?g3G(|6lFgPXX-i6pyOfJU7`W#-ZD9wqqA^$#nFH8R-c zgCEGn)FAJ@WrDB*Wd<8!d>icsEWRE0Vlea@k&Hsei#UOAM{_hRw%YAi7uktaGJuZnx!S?HpXCEf+STpB=%M z9Hi$~i|JcsgVs*Om}=}u@R+KqgeA38AS;1a962jNjrdzxOQnwFC7E9o)l(mpaum%+ zv;wE)&CRgXz!0XGkiO|OUiL@g=8jMo8k&8y-iH1R9&yYWyk94l2%3}5e4-*< zXnC}Paya;ld=Mh**A40gO6IdQv$VM?Vlm{m2X^PeP~P;nX1<&R{auq&aoQDwly}l} z+&gC?s5MU9A zFCSg0gw5R*?!~ai#Li|n2e=-GrPs7*cPee9RdStu=5mAS*w5>N)xOpBZVN4wSqP0`t6R_K^|fE;&{N~@=hde{p3r{F z8_(b zUMen<`=I8rYU`e)NT!b#W>w{z7HfJs6jt?NNRG5_10M@NB|F#fhA#VJVvUPD`I+Hs zAZ~fb%5vy%soy~R)@F=|xUHOZ!w=Q$Ub3DH?@cf}m^OTia9YH?BYV)J(0;)b()|SPOBP7P(&iEyTK~vS{ zLSjrlAMP(#oK_PSaZD(_?v7%o+4VBz5A$*Nvwg{K>mRG{Fl?8(rz|*)Y7vtRI>yPk z&Y<71Z@|`HaCYkN-rmWJecJzoA|O^knKId^w%(54a#UVnWH@=kA$YOWp}XMm`k9|o z*Yf(~@2va}eUVDO#CWkmzwhVQ$eUCAx(_POi5+84e~5zj28+)F8hZcys1&`YHN82? z_0IO20BhvTs>^Gqp1APN?DZ|>7X^!PlBn) zN)iORRQE<)eyvhIS=3el`DZefz9)+{eGYRV?lgW;JjTtA@i|0pY?0b-QU~8PYtDRN#8x)N5P`rGMJylRnG!{c%YrG?lr zKYACs6cZwbrmFA@?Z&>N8~Py@P>D!cj>|8g2l(K;(O#Sx&B>gWc%VW+oJlHaj70Ro zt>+3cXM9CZ>NF*vP}u*{+OZPUz-ld*TWM8lg7Db?{B~!^JPeu}+n&eT9e;-*{^E7w z(`O8kpVjMHQ#l*mR;}7-h%vpzMzi?H-<1?6emvg!rY!|a4{hTWen8h;7($O>6#7RL?aVi9B+qHfRYH96TP=)| zXRa}b1oZO{R(5fq6v?2Ps~NPP-)lM)I8ln*&`h2p8gC)#8Us=}M)>^?KGhI78f z=T)Uv6*T_V4}&?-E$$`yjTTvd%x)8Gd6ce8Va)StPGv{VLgS61zF0=Mu%W!nXH9Nj zzkcG$2io&1W5(y?F979YyUKDDt(X@JT91&2n8FP$;Jw!Pym2PCQ4ev@x?Ts;;c+|hL(ekLIw0rTqAamex@hoLKpCzYX z`sLc{5`BbCKD5@qJ&IAg+fc*1QQNwQ?p^4p>)1_O{Mp@Ius(uDgTq(Z4Mg0NF~u)} z6l1YZiwo_t2SSFk81fWGsoY|#O6Rm>8jH&X(c=ef*Pus@Z%h|l_cLpQ$?z@FmINQX zem-LN^cVM7;V@!Qbr|K9x_9@7R%}tlNzV#iZoK?K(k zo0QEL!p|$AD9{ew;Q6&J5a9M@=U-^Y6WASWCnny4If+=wp=D7MYl7zD`dX z7#)$jx?!#?18Vcaapa=1ItpTSGoIso@TPQAk8^L^hfd)TExngw5&e|DMY-6Efd6^4 ziL&sD9(nwQzVL9_j?D1~0sRohmdp4K;9(a9DHpZ;O2@-gT>8&e>1cvHTC@%^!!VYm z@UXh+v?@EP^l=UI=H>>=zi;x2DvnwzbL>UQbVdpG6?kQOyT6zAL&o6Vvq7{~GrU3} zN?D}ZXNT_U%2u{GUyo|{kv^w43^t_4jl5L*ykMS%WaOa}M8jj_X}?Dl?J2?%V7DIZ z1bdbA^5)C0M~!IBWz}1pT&WtWJ&I04#^N0}(&>yJ>eFE3aCkJ-R6W(`LR%ECulk>$k zb_=4QcLlFreJH*~qVZ^=z*l;ojPYuQmNsbm9E!b69l6iwtt@_mF$WZIGUwY6q%1WA>MHb%&+%)4o zokK!#32g5fkgq1_lbmQB?z7lAGF}j>zjgUzx;_0nMpFw(J z*q~a+FM0)8yJwQIKe2zlN_*y^Czdsfy|BeE;^jwA3j5}q zLG=U(drG;yh<0v`AfYvPy^P<*dMa2lCrc_~ATt-DB)KI2CC_`cWn1rRXI$hJ`h(tz z3o~aq6^xf9^fVfX3rPV%^(@-n8S3okKFtfbMOXu0MQJE==1BoQV<^ zTKm#^*2nUY)F)BW!te9OI#Tl8FF#T}Y`qv2?uBa47USEpqoyJ}t`v#TqS4^c`-!Zx zNMJFWzjNMP@xYj+8Y-uTv!xZ?KREdWdXTUsoJ!=yem}~--RR3L7QwnhNK0O-ZfTTI zTKsHy16QPR?3vnPSx=?BRvd~O?5kVwiv%XFsvdT0@4m(|aL|R6os?Stuw7EQB%@TO z_=-eiva3wKeymK$GK4*DeT2f3SDw#;11jBMirI$wBv{J-Wopy7$VnFw%M3z;Lk>d1X zhgNcxiZ?^K@xrLn!$%?IBl#OOZd-gQ3^N_9@>lwC>gNH?4Fd}x#AJ{9Ci z1z`bHoybY7KCe>DsY}-{u-S`{p)LD`PfwlN3-VfL)J!k5(yU}aiHcS!#jZT%aUl+} z3p?-bnyL^2NuYXj0&bATHY3$rwJ7ZJEur%TNsjt_LaEZ?mY~*q9h#R!q2*6YGdz(v z>hiw@Kt56pt+9!`X2MrU^1o*_nf=3y)41Ck*Azrx3b-o(}IdQrz^h zjhSq%Jzx?~CYW#c>N$5M2F(O0w6gmbcW*jgyQ-q9z#he=bDLMqBKN*T8GlGgkIwrm zNLh|$TQ8=^@LHp_`<)i1ekn8>i>LLjvE##w3P<`X=akT^ps!49qWkCAesZWQvdM!r zioIBoD}u7;xFT_?#&e!HJfU<>NL?uHSm?Q3JadJW(=}12^&5!v(1mz%cP}sHvsXzI z>q@7_znE`tgd)APA`Vx0l5BPdR?emRl>Hu)e3#;UM`5ic$!Rt%t8xyVk$tf3KZX;t zX3I}>jB?^NyLhg4`c(k^E4{VGe$4DU*}In-+nm>D2LsD-uSc0!Nu`RW1{aYk;%mfS z2Yi0ykRmI=jBb+l6D*=$h-9X)ytrHb9_oxooTa9RZ^wk(>LE=zB`s6z`t8XX=Tyx~ z5KVnH@$tlZT$rB3m^wl|wAg6N9_cG>M(tfF%g~VMr#((YU;C9`tNAZ}Euh&DNeAdW zK#fUBk_(L_TPeq#1@v6JL|J*IFIwaYNUWVKb91iDoxU^?y2p%fBtzx1^MkKzRix$< z><$9${FI^xkA1~Te8k^&-{x^cx*PiIr8w`|Lo?X@m z`%X4O8wLmyZ`Fs5C^{(30`BMLtZI)-Kaw7yR@tOo*~<%@{YHf{-x}2Lr3G?6%-$+3 zw74lbEW|oANjGe3Lenj@(eG7}{VO4Frp%?--qr|*ta=hLjZ#w+5S&Fxpg44WR?htF zb|x0)Qzh^|F!O=OG?zKI5IC*;iYli!UU6+;(!5OB|q4~1fd#fBNJNXt73`oUb7jG@FVmRzSeHx zMM8#Eg_v<*Nn3dK-Bi!=uO(VLt4BlC5ZyNJs&-f(!rIWtu?xmGZTPNGu}=_@`}4^; z1oPx!0n*O+wmIC;CxNu(ngs;sHjZq)kK>7U+^}Ss4OWppv_2BC)HE;bK`bEf&ou8H z^-N1(Y}&Q|@Da^7&Ki8~f)4V1s`i7!>GeYpLD zlQ`sl)%ZzEFLW~8Gg)iX|CeuFLHW`Lt6$%&Z%;2iWw7fW+7$#3SgROsSSRVpPkP=H zH9eIxt&pr8R74*W6`U;3JGuDSt{Li3_QtmPmv*(gZCtY;t8;D<5CENsW!m2S;}K4# zt$T`|buZJ1`xy*yi9Sel>|ROWr=k$a+)2xmQkQWI@?SsUs>&0XXl+t7IBsH)o6mx5F9<5|8GeWUo!@JdA)OVok!n?dj8U?5f$OUZiG=W4pd zdN&+%=_&5m4oE6UcUi43bI@=*?8ybQNFCNZurQ%d8Vz02&4=}ohD3993%dLGbIl7R zX8F^=X|XHTZ>HI-Zy!)LRYzm7Evhpc&0wLfKb})gdSh4I7olFdC4*xdf{R7OuL@BP z&T`20nkF^2r8sPMFg_xX*xymm*+W{$WX}46UJ`oUqqj4_XK3?Nn%5E*Om0(*rn|hM zli3Qb!$F-iiMrh!p#HYPAvd*3IL zWZjvZ!}7)Eb!pTmkERH`r=!wzbFGr5@8S+4=4csI zR;#JsDn+XyU*?5Z2hH^Z46c0{? zWnqzZ@a{>Gzl|=y5wTD$#3?3~m0m)jN6IfhO*A8t4VR4%gkT5Z*RtF`3$`$ku&l1y zg}PARX_K!@_()5a@t(Pdtrr9yr+6;wzCoY0@tU_Gb>Jor z!bgyMd3J@ym-W*Wy*C3TlvDOw|W$JCl6Hp>~f z%3j&22jFNtM$cs~7({Qc*xp9d)nSOj?((v$<0xB3RI3wn!!{Ks2lacy4P>s7!;LmzFXUO$qROIE$E35>#Q_nvYVy zccPl6qkAy2kb@F#??j;2lD`qEl7z)+dhtnfPpIuBKB?0)5UKd-4Eb2< z&Ok&XtUjgjkt~!lM7uTZt)*_#mFLf_x(0jCgAZ>sWSDb*E|GiRyQ zI_JJ|I3i|_+tQ|8u27kyCWc-#CW)3?CB|vW@V=I$sZNKWNStJ3^d&4>w3WIU*vp7Ce#EqoX6ff z>ioPkCG#1n+yVbcW@bHs+NfTYW(>NZi=yHL7=OPEdg|%Mj-u17VUn|CRg&!fL(bYr zuzX~BMh90@)ceX=fW0%n*6~T)owxlE;|ebive$VHS%oZ-R_WHG_1^o@76mRhqWTG0 zQ?;-R;{yquFZV3bcxDo%Xw_sOi#+rQtUMOW>ix@v_4K&S40T6#vo@(E16 zxZey|aPg5%w6b`7r!E%ST3TycVUqe_$DobfH+r;Uxv*DGNx}A+hsQ|wI$HK7O^4gEy{^GEj$WU7LwnZ^;77+zN(Rhb@C@34a|09M%j=b-Yv7UrqZM51BQ5!>yjZRVszatxyxT zlUlFN8kY~@chiIFoYvDqGI{%)VIeJ=4oC79PRCiil9__M3S(TMfy1<}rzM~LP-J<< z+A{G!nZJ_8RW@h9>y{4Dq{2Hi^?ria#xIKOmh`13^TAx^91_RSQvB2Apm*;-I`oz_WCcqNK2^kF3dshG37oTx$OALP4XVdaqNPL2igr2u!qfc0 ze6N%bnen^m$v}hwoD@6ht5IIIpCG}H2&f`r7aVNclG%j_oh>ec6z&*?P00@;8N>XP zRGGsD?#!S2D7hptQ2;%2C&zw~~NP$YLFOx_k+3i7sdM8E&! z8(+K>ZmE+Tr=|PUOK*X4mN%j*MCPh<^dot9f?jI`QY*F{>#7Gxz^P&>Qc=Uc$FUkJf~JV z1(}^JJTd3XWA!j_?92&c4umZ~sD#ghk;@2UACsy>#wz&5>TqpKg*sI?w z++FFZ6wt53XdE^SG79Gi@t7<6ptc{l*QtlHq~GoxT`=KwKa_ua@NApJKmF;GXt+3K@+$coFJ&^H6=L zuXD|jBpK89)`m`iw)4=%0pH?BaBdjp_x;z!L##>9zvwxKdXxa~Q+p<*`aD}fSl7U$ zUu1wMMx)w`9;v?10`|U}yu^hf6LlC|+5Df3k%G= zrSE_}U*<0@cx=9Y=!8OiJnusxB@p+pM?o8XncXOl`|&PmG& z*`RE*G_D=mT_K^6Bd$1QW0hDf75!-aI_dtd!^Fp-e4zGc9v_%UqDwCn3AXI!pAm|B zw?oXuFnPb$SdvY;&sRWNMunRrt0(5(J3_&uhs~SeKjHiqUd&G?Q)<{GZUa7nv;rFnQjCpk%Z`?;L7A*Z8%llc|M` zt<$*O(xEzMJt+~LP|{Yz6^;$YqU1H6?_f#Y^lY6EBbByWx@Sm z5%P9~v4xc-tkk)XF?)u7rnTDiv4g$H7{*wpU{+IbP%nu%z|7SDmvXhz07aPUn zz;C1(gtFgH@q=K(O(Nq~p?M^36}no3+|8epx2ZB}rc~5Sgg=xl863vkhhUmB9Wz_8 zL{MssRq!?|wIyL!a10Z?TXn!pv~5#A^yST6kc!cRSbyM87tlVT&}@JCtkYAbHPW=> zT+yec_Wpql(mbCk437el7^r%4;Q-N)2?F&wKsg{k7+$j^#0wO000neFxgtMoiV@KS z#`*@t091WYO9ACQf2DjtEe%i-^;gTy!^y+@M~e{zXnA1l((uyLKi%>HRW3kzf)E5K ztN2q(1o)#`MLT3?^=SlUIv7_cY`^G z5;L-HKy7iEZAP(zFCYIDWRNXmVTXu7`GuXotX#X#D0hx8v`CD6dDv7it6Na(%mglrbSLn>~SzxIm{o^o9684smnq*H8q7FQCL{G zJzJ)!uCD&}?b}OTCnqOWRaGeT-jj0XO<*8s+t$-lpdO!`oZR)*tICRs^Ru(7%g=Fc zuC5vy8XIq&xo&mYiJewkU!6eL+Nne73DITf6S`rVhwGitY0Wfxt4XEq>1o&H_YNOC zj?8pqfR9s|i;D}vP?A=!?^cqMlHT4=E{x?5mYq6_lKjoh&0oBrP-ZY)C@kTY8OzP- zx&QT3Oh7;&BVrH5kI1my`(mll4)QVgB#`WEQ?ncM`Y~xiq+l_5RwPt#ueU5bNHi<* z7=QASoKbzUU`hUm!0ha75+lKy*R`+AKg;k>?`pXVsOjn1n&FS^<_LOydqnZIJ}>|9 z@Ni*ap`)YY^z;-k2!(*-(3fw)!N~iaS&>ZHo12@#!JiWnTm+ofEExRwwIC44_VKa* z!5l|9!H0$h2pbzl>7Jf`y8D@=Y&v`{OkCb#h2$!OtGE=9 zyGSxI`QP;PbhK&~D@fqK!#2!wSbw>B4(;C+GF3TLb$$fHZm>+GkJY%#{$$G717?b* zt*s4skk$HXOzCvRc@`s;I?cB0EzG+V-tlPnJTa)nWKI4-;}acOKI$3q@#O*@2cwB@ zn`rG1X?`DUGcz^0WGxd953U3aO`s;_+v9myX?d}8r}vlpt+&CfxTX#-{`v2;w6td9 zakuU()YQ~bTk*)4YO1PX1G`B{Sb~Cr;iAfVdeM;B*vWvDek;y{C*|iq>IT1RYI3ED z(C!Xyqhq?R5k(it%)JSqUd9KfrlX@{V2Fv0O&&Y=_U&73ZS8d8Z+!4nAy5pV4Cu{a zs8UC7dQc-fD9GC89h=^f-1Syxge_-ee*h02R&lC$rz4WC^G+n(-6iE=nN36_bSs z1)jwq8hwf60f?g!ccniw**yA6i?X6Kuw8xG-y> z2%x?C^6k%2`AA3#dWR$iXX)<(RM7ASsF`bWYj&Dl>~F*Und0E+zbbDtf zDT&bH+#ICA-DB4pHy0F+X#r(MM9Mc_-bXvo*Wv=>X<1kSiF){uvWanPSW+9lEH?>> zp)1g5b}Fl0mha0aoP|N_EDVGB9OaPDE8k_yuI$2iGi8AbXiuD34iVst5}QBdaEIjb zb1adcKdB@OY;`p0Uei(6DvDk?61yqy|AK~WA`ygkzS_smVJ@$vrgx-l`q@4Tgt z)V1EK;`sS)>+9R!}8iI z+RX$b2sjtcgcn0qb10U0s1dI9ej^v9Ye+2who7UO3@!jIToe}<7g%3PhWdJY?a?Dd z?j!~C(h*1`VhFe|cS!&G>ctL>xno)_dJh~8O{Ab1sH%!)%F2v+-YNZixepi~CinH- z$v<*YY%Z^^HnUt}DdHi^ky5Q=U|@(U;J^cBC8skL?BDxbr5_^G?sqlnMxPak=mGLVrylA!5|n;F*JB zv_Bm86N`M9b)yszK${Z0!XeI6+|<|Czuevy5~QxYyT8v}@cRiprJ|=Ncke4( zj0d`Sxj!q{(4p6-6T-~*ni*7kc<}$}kR!rechei`xrcmqlvQ6@UXF?iSPz6*0&fL* zc@F0ARKZUYJO}4-akZz@a&s9J?`wblOy_xf8@4ngWMtBHpHH8j*}{O;RqYpevPh*% zMc`b%r(1WEQx|V(wP@FuyA#01y||4`ff!j>odiLh5x&a6Ba-#w8tNAnk(4txr&6)# zg|5`Idfkl-2ni7{nl(n17rXP142zJislQd3(qY0;bv;!=b?2^ZG?tVczuX||=tv%t zrXVFXIg)=YDl$zQJVq%d>l5lo$jqFOJjkP@J)5rv(ZB3}^_tkJMUBmenrUMv!YiR)gK?t#3(c1L7~OHcgTOQ(s8 z-oVyvr}vQ=hakr^87;=f`c2rb}9_#Y#;AeDF{3d$@d_Itg$eqF1f7^Az#M;Qv? zm6hkcYeP#zSxunbOxpGG^}AQ8#a$#J{R($_bqnZamSK%#LCLW)9wE=Y>CwY4eV zg#}(^MJ0zKFgbjDeAb#}=;%Ad`%S$bTF`#W4=WK}{qfxM90c@7O-&6A4ejFM!o$O( zr>7^GaSH{mI5dJX1dyXvKJ+V_3KX)p?m5<)rib+XePfY4_x6q{KF}}W3l4E5^@sa( zJ0i_S%b`%>2nK`8UnBDBY7IWG4>>tGZEZZj=E9tsg++O!^td=EWUxZV%s{uo$_ zLmE3r5F4FljqM_x9WU>e!>s@8V&&`aDM3q18eY&x`(c;uJ6K73RCh6aju`}jgUiNjSOpg*idsfQL~KW1>G(snZj1{~bJ_kXFSK7}s;<<;!#Gr`t z39=W`(4E^`T85Ygn3^&K>FT!4i`Vo1+Z~7uMI|ocX5&a39lgEkV*F`&vioFDlP5Ii zelYr8R3zZ|9Pi*8vJ@;!42ZO-pVcB<660sk&{#V6?E_oN+Z&mk-AZ@2kh%GJAZnZS z<~f^4x!F|KD`+k|$ki2G{DoVFhlZu1JV+Qb@lS?>L%g!i(k#@K(Z8Rx0)kT$7Z0lh zVV2Gzy?x$y@%-7urgqgnRV)iKfu_`??B1Q9y}?+FUG2p8GmO4Q5|Wkq`CZEF_-4+d zuqf{6vyJw-dyQ60_Q_9A#-*y0h6?kVR2T@TvD*y|bfC18X{DJ`mEyOzHv|NPyE2bd zWi&d_gBCa`J+GVeadDCA0$piosW~OET6Nw1mZU?$i{G#pw(Fwb{ukkTF?%yeM!uI! z@AP|YPmwbvdKAai$)GC3@4&9){tw`ZOW%=i3w zCSO{O9~8-fEt7qHeV<55kC}r(h}q+kzrM1(EJ=aBQSMTt8brsz>g09KT-?&K zcc+r?$Lev>7#Ng-HhVj-k~ibAw6T$ylvH$|S*>p)GrX;1w_<6D+U0#rDj}&ybvHW$ z)1Hw?i~4ct*5u;iB6&K-NC?LbL5=sOxM%<33|jfB0Jl`tNMyDzk9}NHQdCq_edQ{F zwV8P7)PPelld>udeXub>Pr=2do!j#8cKiDL=GVNnnUqnn#S=3-%c|2PDJ?xJo)H@% zz1}#c=On*Jm|KKHt%llS6c`uRK9Np%&m!)|W`>4?gsm6&=MM&8>Ib93x;|Xi`cSVN zLH710e3Zhbn3$L5{?cJ>o}nX;Q#|9MomfzUVZuWZx0uD3;Tk)ByVxC>0k`H zTwQA--7I|dXj@p%ig=^8?&jd1@}`GG_mlpd3b?vjP`3`r7h@BXfuW($;9wVLXQ~y| z_%<>eVZcGS+_)4L4jt;kdQMMEGqJeBCZMiZ7ahoaWP2lrQ1uc*o2Nx*vC*QWlM=0#AVeL=LFA5=WFoxh7Ll&RFw)-FwmiSZ2rH3(e$ zk>?4En()A2y5k=l9Hb4v+7W^C^}4gNYUmL=O7}j%!6CStnwqMps0axO+1oRfTM2zR zO-~8Be*P|T<*Q|2(DgHTJNwhQq^wL@VQPBZjqhVTRq1i#Xm-8A#FrXx2lv5Ll6c`kqpMGUXnf9ug)S!mDzlQ&I|Y zawID&#f;f>ht^wRpWYh!LO}!=Tuz7M8Qhbx0+!tBOW!P;r>Bp9gnpE#(kTbRsAkfu zIUT+&ul&w7c$$%rUs>_^h0C2crsTwvs>Eue>MWsH%y&OumCCxo!U~!NsUc=6e$Bpw zW6_(tv0AEnehM-+c`r#_D2ER6ejLPysD#8NCH?fd7G9#)$%uAN`9%;VFGe-F*8De5 zWX6R56%GR-xTo*i@JppmrrDJ1?IW>Mm6)>f=vj5--tO;)kH@V~SIUBuU~Fs3e_vJU z0J>F?$k;etk=ZYptmX@ZAmN4EQQF10o+m=Td|0`8)U`D)ZW5uQEEmB{CLYWk?fwzK z+F9tm1bgt=Aq=qzdCvpERF=d%uY{JB?KRDI>EsM_Rx2VA7y03TFyO-3@0;U z5Vo=`mDT6zZG3XA8aq!*6+^)`F0?AJCtqKx7ZgRXhsUZN++1L&CWd!$7X8CL{w zCL{k%Sfi&*TR=cwt5a}wdtGSSd97J2{!hcQBk5Ahm0Dx?f#=(!z1>|(!F@79AES`K8*{jW_OhTMZ`WR%8OI>fNg>MYc4<~` z#w&0$ENtm#%2wmr2Q#zUDB@!#u*F|fM)qf`rltlklM@~Dl%~kTPn8yeU16cbN!IHv zpOK8ZP!Rtrv~FH6ozyg($ho{8=(352_73tCYkro;gZdue!m_gsWMz>~S>W!0MR8u= z^6PeFdq-ck*CaE8{Ftk;<@|?y9&9KHEv*5hXUQe{vOc~JuwC5RLM2_8 zpO+oiw-mI-a6Nc`gg)O0{_%CsCcm)w=zQ&{&?PzR?QQpamb=|1Uu0OA`wM5D-x%I| zD->im2r*ewq`kf2>eHeCr!*oiS3%H5Vfb66%Hs@~*Sm|3$f|*t4eNVm=^q++EuB~X z=K>Yks3dLl<~bi%A6HkD?CilKVrqK&Lc3**9!WJ(lQXBO@SXUEkDP|P@%&g{S;@<; zj|16TeQC9dPU}>#Jh4~X{;q3?rHWe5LtJ4O(0vNA+;l;Cxzz&AU$@QLIS069Dkf!2 zYBdqOV$zUL-;dUmp~$uRq0EmCAqR)l%F3%_1dK8!c9(Dax}u^%F;d8-hW%yK0sqR( z*}f!d6114b!X|!fZmwv2)W$csmanY^)vja7T2cy$4WlS1OaY=87q^DXNxf%|hUO?D zebp)f$BKX$`QwMhMd9`te(zo)gQj8My(#bz7#$rP{5iv7yEb6C;=M{6o0_BwdrGzy zX~o0{8E9S{ZZ|J4v$};+jdUW5i%dVx&2}{mHdy%&H|K&b9N5?audfB|eiDTHC?-kI z#B_JQQZ11Yit2qvZzaOBSlvwMvrwFk0B`ZSM_h@F=vAfPF*+b)StRUiV|Em|YS|Ou zCgFYj1^jnm;Znz=Cl|NHO3~&9zwv|hMIryQt=xVb?{X248M_i{A4rs!>nU}0tbq2}!3@{N)b3mdz*xL8A7UAj=& z@`h%QoMg-Ak??!2RL}z27YbVo3y-_wnU4=&1B0!S5~|a7CDA1UPowi0_94}7Ni{Y; zKH1xRNCKpvQ8WQT0-(2P+erd5pJv2EL-=2+@u#oC96{c{jF=s=qmFQ3f2pFi*zbsF zYA!c#IVP_D0XpbsF5Fh_7baF$o8Q_3JWc@C`V$|oq^2g8Sx}vKwp2a$dAi=+-TnVU zaS&cK|3P-{?k%EZ{&BOjv$}eErO-2XYV!bgwzvoqpKDhsKKAAG_eD_Y2Y|U6P6%{- z{IlcZ7K^!}rzdx=yqp{oX+9z%qDufgWBU>=Dw!&e(B0en^Zx*a3O!?EV~grz={w*Joyox|FGnFyEj2C z4*9vc{-=-PWH6yn8yg#vWyQr3XO@?|5PM40j}H%d6+6K=Sciak_kx`YJzhPOA)DLT z4XJUNTUsiYz>FG&>;G)=e!eM`NiLDdsY56F^|s-O3;sAdGJ+O4;11OyJTC`RaVmmI zmpoQVXmt-gD~97oa09l-$SJe$`Mk6GQ9wh^SG6n_|*fwm1WdMhb{hgAT zd9l3>#!RjNV6$3jXKI?7IHeG~!njCCNJ0OARRON+K9PZiut)?c6crTvcroBmQdt@N zt%V@G8{KDU@A@O&B#s!p$7%>sRN&MKQrXWv&O{Nyam#NS!){g_nhnehf?ttH-)%e0 zUQI{{jD-+}M1LS(3FM*x6`P})D2D;{$I6&33-RIDBs`{j$GaE;#s2niqP4YEwZ=Gw zu{YS=J8T+EX4|XTdIh8mIGIXH;PANHk&3E}x-EX|5`ABxzg$XgtwLq+d7zWsJv<0F z?24+YVx$qh6oCo)m2WRhWpD=)^amc_my+{ATQhNT0uCZ7B4XgL@v*T$DX!@aY``E{ zZ?rYGw-bPr2D$}Ftgc0t^>6$fm)6&jmWovu5JT9Xm0WYg?fQ1fbP*v-82iWylyKV4 z$Y+JCgat!_U8%0zp-yS{sfI&r_`zSPKLbf7{9t=zgp9*<_WVZO?)_u7SN^e-cEx?k zf{sTg-!LcmKd(7>D0n#bnT+}7lm4Du_|@%)hld24f%)A}aHlt@iT?#ok{trTN&XL^ z7Y9HP^&k7-|473){v%NZh@B*ozC%zXclUr3KrnMAiv|9F*uU5TZZKx{|F28`|IPdb5SseiU?gAlf-Ca^Je&U!FR9w8*;@RvGd2O(8#(^RsPun@IR4kl z?x!U(f(}6M^gp&FJ(8plfNbthAGpPToQa=(;F!b!5$1oLY5dp8|7e*0?@kgr)TALe zxqzF~CYSYtH)F8@jAOtB|930y|HVNd0EVT|6bM5QGZPytK>3P{@c+xI6zZnB)c9d= ztG?+u;w81o$hbi5`g4e*78wU=5U1uu4V{oeNCb{FfnTdL{|$##$(wRt6#?6iqQnBddSwQUY* zU8mWL=0$ah$;r)4P2%F>93W0kC$0>@)7{_SkB^UUZ*MOw{6`zjag~w9NIsb@1PD3h3lBJ)=v;VsI2fKWJ~5c0x;oah z!5-F{z^YPEyh3y}(w+|Dm3)q`Q4erIn(Z;RCR<+d>gpgnEo{02^C-h zwLd%5ruVk`>T$9k{5QK<+1a6P;=?}-63*Ek(;Y4*}T|tBo}sn1t3@z6-eU*cNO{h zkQvDGe5|ZrQ8JfdJPWS_0{Eh%bV0#BCv~pYFY(SDzQvCFPlm?3!X=q^YZjFpcK@9+yVGG^7$K)VVGsxc+qpGW`7zh{D zFg%&V!1B}Ve#70neV&K-&2EfuF0rHg_tL_6pQgg;i2ePY2y?}B1DHA8&b;)@`x~+f zRzUGP{!<8ZXBOFi-Q8gK3nyC5qGTR(yI*@dq@s_evZp2|#l^&GHR)O)y$gx_dkGai znvkZg1qCMK&01PoBzl1UfU5#ZDlLtW!On%l z<*KOoC2ZyTn(0YXN(vtRuf}4}gcNeTB$OqrXY3i6LC%}Lg5|NP>3(5h)roy|o79wu zp@tEWVD9DlT}haP5F%8-^z?MS*%XAF;iw^#(11U53J8ZKC@4ti3?Cm~xQozkXR=`M zWUd$hECE6OQsmzTASp&91O5H&U2}g72Yxp=FF7x!*7KnL0D30iFS4|I1bQy|+tt-I zLkX9Fi2&W8K!*jG#UJPvH9mep`1d=(p; zJVC0)=}|Vn&0$~wS=XCO9g6kBgZMjoliOEzXc`;gCy_c~I%bN%9{zj<)6mu&`?>9J z#j`h*pVmXVLjX9g6$nrUq8cl+ix~O zOyE;?rB_HtmFA+Pehr%TP`B$c&Exs?3ba5J(p@F8)n%Zha&{obA=Sh*4a1{{bKgsi zR*`bCcLucTcFPLsp8VN3+x0B2q;|0&#vuo^dMW(Y(M{?tQC_mk-fD zbHK9jVx_#Kf7BCWGp>Q(YfOD(Le&pXyia|!YDL9dl6d3kk?Cu7wW z42Ze@oq0`@>1*KTT+mwjot)S!d|GbBFp3Y4kD+8;ZoKRbedG;{U5?UFS^>OGZSx-g z=B9GaH`h_rA?Eec688QZRZ~suA`%jV?_0PE*)Y1#mO!NV-XD1gy%Ug{u_%PkHgBoT z>ntx7FkPLU&!`{Af2e3_APBG$Z#|<1rrd_dM%!C67tD19o;uiA$I^i@TN~vp=xyAB zp1Q-`Mi3B^P>DHcGn$DR-uDnaq{2Cy$^8YKHGjwN{O{&W(`7L+!CgMqTCFJv#^DaT zK~i+CqwRMK@>HO||7+_g`nz+qEW}N?iDjC;l4Myv-Kdbem5$h8$wu86PFHbz;-Y&W zSMZHWO78xUEd9F5@skm>G(fFRpjW2Nig{>Z&>oHI-$IP|#BtEbv zw2*olsF+TxO5Y~N_cvSj+Ut@t+*iL(JkYSzo!&?7fxh=kjcn=~-x?!AR+dy5W%3_2 z&>8&B>Oq8`k&~|)wydQiXBi#8J9Gt0^SCMCVjlV5zcHPVZ%9SIy?G}}Ct4>wS`~-TbqS?qUy0WChllSLP!yXyU`4}h z>SomRo{o;uI?oYhs2I&yYGHee&M<>E=RIzXH!|_S9tR?^haWaC=7okUtSzxR!(3%C zhK6KVSTfWN0KILBtu{Z9$FfjQGId{m2ZXVyI{P^ImZlL171qQinVMR>z(U0m@lrFIP{k;46EaYA(AAFO5gs)r#i=3#I<5l4^228x@Fj=jAK z<)MU-0|Y0pOq!G5#%$O$HOlFtZSJ>{rn`$q@+%-toz7ZM=dF+ITSzOTLf^li9bvl* zyAggh(#BLD0+;nLLEbP=o z=}S3Kab!DhU827)n$7O*b8hauCwfVGQ8lV1;uP(~WRj`LE$Av(kvp1?s1BY;(19+d zI%1UO(GJ#isKZC%dVl2qy*CVFfZU;=w|Q-cUVy_nR|WGpdrJcaKO{p6Hjd;$(C&}F znSO_Ya0$ttHHZBa@zPvB(^Bth)7lK&On8(?(mu0)i#1#1yL6Fe>8Ob%=EsaC>5bIx4li z6ixEva!U&(cFx;?D`ACur`v6dx472~D@M+95KdCEa7TvgKI!)F7H$U%4kz37emy9K z-kmefc2az@GYES0a26Jpyu3W$w|_&Elar&PqsPa`wHiY{?PEeJn_3we);V*D_sC^2 zDCW!_k^<2%X2{drOLmIf@c}h5HM6IVRR(TOdT|TZrUvcihP6!Eh8>)p-|$H<&7Jl1 zKpV5O${-L3&^eZu3B%zA^0O+OSIErF3_p4>AOOPK+{!94I=XPi zd|u(IK|C}V++54I)72Z|4c8VA1rG+aGK}r#885We`Qu=IsxM`TyHz78wwh|NvXrWP zW|+@awyTCDCOR;8`F~StL_7hy219FTZ%}3Bg8HZ+#NP`Q*j{h(=YoSt!X|jbJ6_SE zs-7d|02YU!sSQti8+M!|RKnSb@vyH68Cflz|4Ac?kKv3ZCOiA-rL6@>zRK1T4-M<+ zl)YX#oGWtvQbQ==D}mI=@ReqU%SQkcS#KsjAnh-luR@1Aa~k~cM|yFUNO$jwV3pRE z%8gCZv#f^NJHb01^q%~ZEJ7gU24wQ@z2gt}F1IJ4YQ;LMtunkk2m;-Ioy_vrYMJZU z{a^?KvR$Mp{1;E=2?;@?FP;%zmS_#sRH z(hDrXcO(L#w1i*8d{=4K$T@&mU)k2Eka0Ds6))Z0kI>SJIXH-O;BSj4z^7|riHa@@ z`?LIx?bHw#KaWg)GP31A4A{_oI<7w5)YsC_^0{ue0*1oj2x`qJ*T_WoASJ!dT8&53 zVs4e5ruYJ^2b$Q!eGE85G5)4&{)7GK*ho9H5 zE*jWWTO8BrG&O5gLy6ay8<4~ypNWSD@lze&&}+;OPgsL4!UUx}U#xOqVT_@J-{LSy znO<*9uI-UfK{HNA3&L&T@F||J8c+`PT`z)aI_d2#?)b-Ym=o7bw@(hmqCpK{+Jc1!Ndd&mNll9M$ic=pekhS&o!r|r_4fElb#{7ifVn1QS4LG=<{s1)K(#`18iW+;a8C4HkZ_$xTz+*f5L7CTT>KkT9Z*rZ`kPti@>jzP^5z?&t^7 zpXlfqkW5Gv-{v^z9mAztY||hoIXRh}jO^IiQ&m+}U0q#AM@Lq6{O<#tYLWq1P9^Qu z;?Q3&Y@u{_@0m#Kur%RRFkE00(Cb=;GtRh6?Px$BTWo2gGQZdh!G(3C`xk{!V*jAc z4$qHA0Ed$)mG$%1$wP~~qW=}KL6&lCaxx|o6j=@gAOR0pTG|u#J3EDi#aL);3Y5rD zARS;|s3+;7yrucSB^(^gb$;Lpt`Hf^`KvO1ysPxhqC?m?qR(OFNU^XYbBIs0IzUca z!G!8ArFM6%nezRx{z@EvjpEexT*=00urhu90Woplcx!`>g$1KmRZ`OZ*;q`ybEOL+ zHn1)ukqto;H@9{-v4nFx5c(2^#g(%C@0Ytyq&%#8yD@JZ0*YQ&3tXkBCKLklC^C-( zf6-t`&SqY3t4G3m{?bN%NtHtzVSw#rqu@$dr$fw$cbBXLARf-vSf$ndA@-Z#X_ zHLs4iiR+mh=24hx`JG$Up!j$=uU1abdt*Yv!(+#9nciuRO04}ngJA8J7pdh2=!I3vK9v^Z^IJdEsw@39*7m_KyC4{`&GIa-Nfe}Pz`^ekQ zo?jV&H!PfbijsaKIUQ#;Te87E8`oN@zuJ`NfHZ$;-fBZnk;8;)?}pYZwzkj$z3j@A zIkmV!lvaiOys=?s_olL0vh7{;r_7bSeu9^+Dl3H6hDTJGkm!D(Nlz1A5+05ZKs$Tc z#aFa#+7f$17>rRWAS5ij_`oAF;N>|qZ@ZUiP}>^*5oc$TmigHSTP5+E2j0>OJ-qz{ z_pdeA^!`H%(jeD6YD!R+~BpaPfGJ zWo_7K@bN6X9?+YH(oGYkpYCw!TJ!3ZzhH^WTdepU>b62?L-V3yN74GZwPuZ@LiX~w z5p|K_XF#|U4)ZMu3URXT!Lbcuej?A!-9#YVEF)uCMT;95Pkx?EJ?yE2gz%P5O4&{J z{MBhjQnzYC_eEl&m&1bep-Ww5nORa5slH|_AX6w(n^O_|+cnEpDsLLrQ^kt(VQ1vY z{<)0KBsk4V=^vjnQz=M%UXW8qrwg46@%xp**srfHO0Htx5adAYe@Iw?ss+$Q1U5 z!3j}IP5BACS`z-rboqcdL1D@W2>2r>mtnPZyhR8Ad9FD-pst)iV>yC0?7(cNcNncv zm~Vr{6)nrpP^%hEaCrVYIRe(i25J)D%?r2~eE;1}`8U=z$^XuZX$r)zfQ}8cMxQnp zK*DbL^$`oon};Qz&QrbFd9vN`+@NesBdFp)tjGpEznEV1Ly0qrsZNi~M#=tdE`*{% zqJjPfkv$`)08+8)5c*6ho)RjZN!{*isq@)I7g8ay3<*i@5;X2YiHOq_^bq0y3Yq+M zU?5*39-2t2Ma>smJWy2-k1V{ZfxZ^}s*vNywxKRD z;em8e90cs?pB5>hU+q2bx!i`^<|x8db-r-YNag0RcrVbth?`cLx)j#6^!Jl;VruL* zQ$)^qM!bh;3@LXt;^bCtG&xOgu=|SOuJ-Tyy9sfx;sOSDWO%xSu6-v3ECCtVh(^y( ziins@LERN#i@ihHafdI9HYH3Zv+$N*{bj|GRfXMKw8;Ej$gnec2%>T>&x6b)7)Qp& z{%z&W+*se5Gtnt-t{8kUa)DV=H4zRQ?mH?OIfE!8sDLEwpIn5|CE1xK2Cb(r1iupe zLaai{em<@Eh5cANd41^f4|x0?sGINaAKa9uG4pHRL-E%yr>+lV_Oep3B@zn5dYthm zcyHM!iVV*}j4)i6qAyY@R+c-2B`Jh`ko?@AM_oCz1uNXg1h12bywk_cGw-34ToK9q z>oXwmGw{wkN5q1Ki1=0|Wu1c~<PrF6gtI5z>*r0z!BVXnx#{hQjQR*Nab+6<*Q#s3S@Qu!BZ6l;#stJ>{+l%X0 zz6$ge1102~+^5bpd^PfScBpBVVLDj?#Wc#e_&aUl_U$4QYGXYm9ZiKDObx=s7r-%*KmfJ8%TR&MnAt&q%?aNqoq0( zTRyKLpPE5I?bG!u%Hw)5`gfIG#%s`&78Szq^rb2I1v>i@mCoRwE*b@FBgk`=i&62| z#%UVW{I46M?;AW#;8cwu<(dp1VVbD;aRF)F3OEvslr#bl!C+7gbQey^>WtE9h2cEZ zi6=;t+U8w_K@Qz8$(78z`;E@V|{75JwghTUb~C;QH8@?0_|qeoIYLV56z%)PQjr z_0xPG9Yu#TLPa@>0HuZY-WfZr8-ZCN3rhc?IE)EVF@m#d58?$25%6N9d;WvkE_J|h zd-Z!wN#_JMK^#^CW8$T5MNbFObO>rpcrDOxTrUKeB%FpYFd!{;bbLo~a;C70Gnr?t zeSZXUoX~PI5Dfp{uO%hb8qIFYkpTQP@8k2(;)}_gz7yDu3#Y>c|HVjLzr1*$uHhH# z!Y_FUcKV4wzb59wi=z7C*o&poCp<<=lic|d zF$#l1ZkLMJdv-@B?uqX3i`O*KD`xHFHcA9TY}ckp8+Z+ z!i0W$@VyNMuUI$jEDUUb<9&pAy!A)?0isJ1BzsQ|TwLG34sm(Tzb6Yi8n6Cg;1TXT zE5j-XuHhGxeSe#7{>M*Qf4d>*J-^yY0?{EXxE6}#oaFIPu~FcM`xD3TPu*k|^g#|v zc(6gYJIF5?c1`voFH+Srg}S7DPmy=3;M_9Y}LF*-jfgU>oc@YM(XfZ_hl3hbUBg z-0Rl?_8Jb~!f$&7;L0gxlNBujt?*RN7tu*MRHm)F(H%x!A@$<_Tuc)D7SkHGG(goH zRlTr!38ANBi`sgXwm)nJ3QNfkS19LPJH@8^y%*}w8l%sVf3&Mid@+D}An z41ub#Vn*1-hXNG)0;MkgI(7P@%V(`ta-QW&Z{-FZD|X> z>OJ%kPpGr%vi`IW@XWa&wm)>_+q+A>8dXqZY>-w~#+8Vz1Ty&$I8rWdTP0ryOQ|C7 zzahxne7hrBfmFZk`v~P>UFq2W1(lwbZvhg!6{8$GtTRAKf>ff0~?N3$~(PXK!TK9L{}249i@J6a-E zoIHKzr>M^4LUt6MZzq)wpI#HELlh`VKpIQhwn5j@kgcIkdno9ak&jWyX^H*aS${TV z)OTZ96GNn&gi^EsBW^OBk?gTpyl{k56cLVM+jaY#0c{8KtM~nIigli!OmE_^$n)3Q zuZ=R5$=9E@j~mmS)8HRqIs>LOsig^}ADJKPC%gNe#NBMvS)v+HuF$)J5&59LvtySY z{vN93o=d7M#wvp3y>C-rCAR^6BLDh{u%FC6-aXYx;EpP?PWN0aQCeHT?6uveq&&C3{+ zG<=Tv2dgKm`F-(%)EUF@zAqrDTRY$PE(h3pv%1?5Wvn+wS)%6^-D}Wu;>8)lgVGvb zBpa*M{@;#l{mvD8%d7gZPp<6GgUJ24mF9c8Bc9cN6D!;(YNbgJ~fTNr?LVk%B5ez^?g z40H0@!YpKKdB4=pCBiaEP8Z^wE;LwDeM~&0LpwotYvdT~VBx`a-p>AsUNTSgqk8f$ zX_x$CP;*E~mUfADq2PQG+t{#}+i8|oRUD977ZLwtX2bd8RGx7XLni&|h4SM~c+kL| z{Dj*lHnbQK?qU1Mm;n!TpEn^`aM)6M-d;7?)pn$0_PA#j-FfiUBJu(?tnPN>U`Vc! zGwjq#^jDgdJE%wOKvKn1^Rns@Dus1f_DJiq2>-gDa!rM#YE%7oCWYT2f zT=*hkVtODbPa%y^gRZU0ph#G1~G^T%i-I< zm8!U)z}+ZkvR|At_{FpWGu~IS)~C=V9-!X9MMhU&EOb>z>nZ16?D~J%@GPDBl23n2 zda|h=(T<2SPQ8aMu9J1&Rb3AttwyL_F79_)l^r^|@(zfUTv0g5LRiBli$&-3^7u2T zxaDM%zK9K-M7oTDP7J^pRW8Bv4%-_4F(`o|%{vwLiAjrS!=m_&8@xv=o2=@|B)FGxS}hOFQ(6FOlcuGgo7bnm!?ph7f)ss6^o)5O%UM72s` z&~HX!nl$cz&7fc}-dS?rS^M|o1|43Vz|O4Khvu8C`I2#O5pq)Zz5Q%`Dc28ofsiT- zi}ik8vezJfNj8`hQ~U_le7JA1=fvWuJ-C$4bxUf=vm->?t5}EBt@{cAxFQ4JF?4Uz zj*YxisL0y#!ybl=L3wjDZ(%b8%43@(_$Un{)(0alBA{=$Sh%uS{>rhQO5rge$4a!W zfJ;jx)BKeH!PLRy6k#hiS{KS8jKnNs5-M|r_!X{1Z95u*pBJ%LM$&9p<(SQjxKhf5 ziY)$Tdt^O{a~}g=pGqynuU*)lF?P>Vs#c{oHzG;}L)gh@y4(pC;ONpt`F)%u;$nFA z`YHqBi$K+#$dy?|u@mF(T?Q%o|2EGBLJSNK@1IONM$Qdblz4i5b$S2ZD)H+Tbn4$Z z-e}iq^IuTo@{hqCg{CTdMa+=y{=moNse`i&w!FpUQI##@Ai)>Nw>94zv;6}XKBFrl zqmHB@B>mbx&FE%qzLJ_}*B+~mo5eW+`$xXNksjo~mG?N?cAVNV)|03*g?DrT^7SA$ zs|%SlMjfQ__7~W;4)|C zK57;GYb3LwUh7BltwbUZIY~~LGqc^DEAB}>CHD>a$o|Nfi7l0x1O zI}A{)Ld^lG+MEXB;Fmzb((FFP(zl-Pc7EJ7B*q5q#;7HMqs1tc52W7(wy4viEcK~~ z4-CgOD@2X^_!v5=RP)szJo8f7;#Y@q55oy%bW=HQ7M8XnO51%8;Z#DDV82Y6puXnR z{;2pN5kIMUP}-NR4$tCueTmAKH=9E>fuAmedMR^iL7Ui{iExHh{_B%yRO$s=f)7!<91 zI+pI-CdXa-C`UA$%s`|Rgb%wcx$^@6w{w;c=R8_xBxQ!t?brCQDiA%Ab}t>BY(#M?JjcO(r@7CKeXd ztgI@XtJ1mbP(P~L+cO4!=F(YBRGP^{ocRY3pnPX%PdpmoXn211NZCqD!&`1JNlsj| zL#Ip#SN7~6`UKLr48Ppm-bRb>wL#C2hDovGA>X*Uxjo+9b>~^?QG(X>1`L@<29-)x z0Vfnl5U&w5FXh!UZq(ipw_wAw1xj-RIr2y*j6PeEfB*j7dvrVVoP{MSI6gk!KQIs- z!!uP_MQUPVQUbEJrsFay^BS^RgT8b$Gz2q&)zEQ!q!fna<>dvci+)=}Knm0z=3)Oe zw9fgBgK17(!TAxn4q8Lk(bA&EKyauAqGb(e*g*BHQ!&Z?G$b(?TLV~7!IFvDu@0hT zfbZ=*axVR`Q@o;meo*ky6>BFa0tCvGV2l^& zmH}nW@bK_BNjS5YCGdBM!_pM!e|8;PSyGY63nrqmOL9p-*CtFj(k4jsY#%J*&uhts$0;KWi>8#f_WJs26g}h8ciB;b5iKHo$M^B0l8NJb>vWJqGh%($ zwdR4T>nS3M>~v$z9RmV0iHbY-V}cRtdoSy`Y(4BJNc~#94R@H zAA$^=^*;uQpCC5o|Npc}y>JZ`4WbX!5c%RYXZgxX8yg9+>u~tSvM@r$JTbJ|&y<14c1Y7t^xFQyE&_oReGYvRJjxrWJssFi~uLYGDI>olk zCE`Bs)`*AHrI*LmtK-$xqnF1cG>8;i*S-fD_}GchnK2i?fT>iEe0|D5A}1$zZ1wK9 z#lgX`Ph}wo>T*x+Ju`bs7Vzodt7Dtl@S>+@-^^bhdN7WuU6&nhM2hEnNCOpt@`QTL zjq_ns^@H2*44RG_KQG+JfFwtRV2D_7aBy~Zb|7nv({`PTknyRZA`T09qS~Tgf`s|eq3=EW& z0q%)n?G0Cn?ttxWLymMpfbZgZTbL$s^k=QMj!u4lz7cVYZk2Q)kgYfk)0CQ#K|o9# zduT!o&XhV1WMM0wfPf5tKx0Utk0EFMMS%bku%rPHhDs$bxkQz2D^R2K{AGrOfv=?)S*P7GCU*(l3Wf4 zUH566NH=*u#$J%pWK`=(m@5==L%xofWWUI>LGGW}nG?4!R>%k-PRrU~w5#r$?zz1e$6VnM{ z!J_d2WraW0O-+lmE3+EjTld0*V*$=@Ilj>+2r&jR|5zQ3bJ7CA@Vs@o|A(%(0IH+u z+O=UraCdhN5@h2NEVzY0NYG%x-E||uEx5Y{2oM4UclQkhcXxL`lSjVuz3=(|DvBDY zHEq*9)4h7#S5r)8NY-#s{h7xMS_r>gSLCvhkNq_^ROuO!Ctf#V24#Bbc( z+yMDX{-IDaEp*?L{u`L6yU7pq3^pPxq&YQd)c3h9Xlo^fWbl*G~aO$;u@zqcR->gh8vYrSBuz+pC;~ zSJ;=)GlxWu`3g;J+i==set5N&mDm)Rl%nZrX{fV=#yYAIVpnOIne0h}Y|#l9QAA3* zo$b_}2r@*ky=(3t2yo9|&$G>ljD(b8uQx6&EDU|F3J(tl_$t(kflUBJ0JEoZZ_mQ* zO9?QtK2UHJll#4dke;cK*bA`PM`a6L8a2)P;EmKp0d_EbV9tbURh$Fbrx#;Q)QH4mk*k^W-Xl z>z3+enzECT=BV-)DHA88+AeN??9Ka?>EZIG6CS_q4+l{rC9@AyM>_c;ehn5yN&aZi zVr)}5pKdZS$Wi0Sm{OM)-lx&5KDq85@PdO1;xLC{dB>~xPNHTMbB($;5T-qx)6xxD zwM9kEk*@?;;yxez^yv}fs+OEqHoBBxeY`oK!@#A~0ApQudshT`T|sToJ$WG>c_aS^ zS;&A>l)n`g=P64-%p}X9e`fb9RB43Q3gv#KocOH_ zGtBkA^Fhe`5TsVB8TVDo1>Oj8Q)r;6?P`@?DW+~VT59;~x3jV%X;o<;Ievu6fYQRi-)ifRs^+rZS#z4v-}S ziY`FNKuSLQu`W(bhT#Fk+-?U~(1j^JEFZbyR6I+0L40-g$TLm=75g{w0p!OHJuM^~JynoMW)S))w(dD?t@Kw6Ns6$?AczAfIs6-#) zDn!Rqw6njEyRp8ly|VkFTqLP$?zyUhJN83C94F}a7px;Bx*mY_5}bQBRi@2bjx&uH ztcw!Mv8#o%8Z`v+$AEQVmhFgD)(+=yl;ENQk|M5)X#K9V6f}>Hi$@Y@8ph}%{^NZ3 zf=?V}!6q4oXKV^p8&ZktpCN?my7p_$RV>O+7wZ76l_Y9Dc=;^@OD8*$Uc>nUO9PAD z{fW?>%$>-)ZD%IGPDVK_;@+pV#~G9MKH35qJ0T9@k9<`>2K{5)$AuR#6nnfcA9?2d=1)a4feu8qgjUnUPIVet z2qzhSwiqsDWMW9E39c{g_eDe^q}PRu38Le_mcL9#85b{hm+mKH_)T?q=CU9^3X?94 z;WBnG(Dj)`Qwb7BoYydB{bK&d{%1ysp3{>R_OM6L%}E7=1?@|P z6!5C?hbqsy0*>u>ujm&VMku6>|Fo5^G>CWtOY+7!9|HkTwRa%eKrY5w9Liqm$HOOa+X*{sWZ=1aSA97H;N1E0ZJAnh z4-P_)BB0dARMy{@X=f%1>~_4lWkEH1!`54|dng2>>MA~{`gzkUQwWT6n}@;j7zWX- zM_$)?5EGe<>o54LSc}+)b#-vzudvz;9=^9|M{2{3!~RU=`Z&9!;3-bi>sBf3UO!F$ z%Ai*D_&0>$v*}LcUDmx%Vc0j9=4wyfJwYw}vVzvY6H?HSftUcY99P8QS4Lb1c}iZ8 zz#-q}a@*%^moZaYrka6NPo5!g3|0#uOhL z3yB2+Hv!>e<%c1|N`A5^^_S>qXhVH{KOPyV*|9)&bOHkPd3m%alq06Sfc{_ zt2m)_qM|K;3!tTi;#zd%l^K|1hfqmL30M&}1gI5%ImuBgwpnVLou5ZlF(AGcZCLR~ zWv~06Uqea{l=ZH^5z$dhlJH1Dcu8{|z^W{g3>FuUo1dKnOvT3!01?6Ly!=#r0=(@1 zq3Ofo6!;Gz9DfouGAt!N7dHSQ8{@wOeVqJ%(HaTB{G9B3+<)E2!|@lq z@V`q)4iFgax?oA-$n)?BIl=7wJbzn*0X*WLV(|eL{F94ak~$@b6pM@dzpB$N082^0 z%Lm-}cQ$-~xQcxLPkksrKy~y$AfmX8G+ZDmkB?p8?~M4k_}KaX*#Dc6ZBjB9h!ma+ zz%eF~k%CxA|1co|sUjB#H#-=pHx~!MZKUGj;%Ddoi#e&0v_K6a0desr-H?LVNWlVt zH6Ilx7%&4Uk6<2l0d6Wz9!`My_=h_AIjM!_k2PP?G#QAE;9qM_PIg`@9v&`s9v&)A zuDEPtxg;!qSdyd!S`amei$AH29K??Mcgp-+?EHYK06P~Sl|WK^HOMH*i4H^q;u1*8 zq5!es{gWgQ_}|Qdp7Ezk{GH%CdJr`%N0J{Uh>ZvgB*F_+jE5a4=-+vB^Rjb+|CBQr zAV+?p07jLVVnRwKOLW0N(uTxmYC8F@k6@x&Gs^2*hFMQT}x+!Jk|I zs@=bLasid(`tw9Bk}#Nna&vPhVbT1P5guUuSN-_@bQVs4*$H4T|F*ql0#Sgt!AVE| z+TsAVKqdLWz!2d6Tc-NA{xj-(tgEDZrCFy{Wg1Avlp00ZiO?yyaI#|9z=aSJ5r zF@o5MIe^gx)aoC>E;lzj2f#V~55=w>D~KF;lCn(yWBspU_iyX}lI;Fv&Y8r*{HKrp zGb;Zs$-e{he~Jce3E5HWm;Y$-l$zA44$E?7&b53G7}jY$>Wlql2W;^Ng5j758q3OJzQO1PmB>9-fh?n``d3!F+slj z&_z4ZB=s|xgnl$y`Cz&;xb$HwxYc@L#8y<$f$A{SWyqMz(b2J{chf-tC$!o#>#5Z8 zZgjLozuNx1Sw-M46Jb$NUbMV+F;9P5O>)mHIGJ+D3X_aoJT3nKHrXaplmonsfPWrY z``aks-{3d{qFtxCpWi*;4w0jD#uNb;SB~m8t+FXnGZnjyu+I+lIzW)ftko2F7;xW4 z_nsSn5{>6Pe6_Wo5`cw z8X9a#gN5eOd2gGR#tfAOdJHSwg!McX!KZgd;R2iA%;)y@USfaeg8)rp2XqAfju-*p zas|le|GnycPlg&O!JB6NcLO%n)e#XB7mM^P_iK-~@0TneGwK&W7E9EN=NjQ>2k=WJ z$=(&K1ELg$xMDt-Uc%KrGGE%i3jU|jzx>A~WYw&3y{9Lrqy&(h*m;dbt*@_ZYH9*- zj6!pER@S=3qrPX-)2GvnT&`N%1lJ0^#?+JtxknL+f`>b8?&bUL>1O?A_xYiXS1l`X z^kBB}A->qd$$iQeVz=p`d}(r74m=wVd_n>9p~|DI=8IjF;7%1XAS)Re8DQCD?gS}k z9RwVvmZ!lS6V8uUSMM)g?(gqUT4-Fn+;EDCWAMPgFi%u20yN2A*bRt+fT|K=<&^$@ za%bK><-U=UvQYpl%`Yz#)^?rKXdb9C(OpQ`ySh%#&(BX!GhXBpM)v}n6>s!U`>c^~ z1;JoCC;X+bZbM+%mCFRsP}bgSQAYvr&<$k(vk|HtxbRX@SvhuaaNSel&Bpm{AMRsY zn{OR`=3CJ$09s0o2(0v(ZSc>|`^jZ#Vz6qZ%8a?{Yik)VG-FxCqXN_U>=mfKV0lPC zgFF(I?2=ZG;Ruo<*g)uizw!QuSilM9`fDope~ASL-oe`M`j?(t&por2J&)fXmpAU0 z&jZMl`37E94+XLOpe0YG9Kv1s1U>i|27lidZ{DhFF(K2#OYC%Ab8m~GA=7aF02sCR z>A~B^$tm32S+*G|+}nrqB6E2ncdrTn8TW|Dol16jIeQ93@oG#gDKSyh=iz2~F;wJ^ zqr0bv{naZ77z)gBtE#Ffb-kiFZmQ-L0T-T|s++AKCC0L;bscu0Iw5+hEi9dH^)R$LryjO@-&Pcd78(7^!$ zcu-9k%uY=4?9CltDEgv2Ar9kbf*q?iJf`I)_bR~Q&dFJsKqKo4IAZ{Cw3;uiln}5= zXl^EVKU!)=ooF2|5y`Gi?V_hgm6WsqkPY(_iLTX%7m0Co-^>g?iIvd^!J3IevM>>0 z7+L`I7T}^UEJSE9w6Vch!6-XBq=1Hj->Pyv`y9JI(!hAwoLOsb-c9?*k6i6dvQY5= z1fJ(F4oeTTqDWvYMOj%fiW@h(y-(K$v@m==9ZXb`GBUx9jrSB#ht$4Cf#vy9J!}|} zr>#S_+S*Cc0nNa{`C@!Oe{RUt+2-IxkqYe*g0WpafFwIwZjJU_plX_1!KQ>K**#f4 zA&eq}ezETz4GTjNfZk}@+n*l6c-T8BN)J<+OXMyr)F0W@gnft6-F>=>$~to%)W86L zlGuTVppAj^F~vG(d(gwX2m1P8?ns3Vxl2f~iF1E3s${Ng>xQ|M?m?uD^UFKG%jX^( z)K6DTzLfAyL|R%3ck_Iuwi)IoM4MZ6d2t~I#S$6wNAS1sez-XWJoW>FgWG&)OV{a~ zZ&F#=bU)PiQYz(=ra0>ATHwzjkIZ~Fn}$&$+Y-N|q17N6trNXpE6{p#<@=N-m#&{} zW1KI)ZoXTUkzs*P?Fd;!jYaU06lvAlwIDJ}*3}`N2ZqImZ2$nYbAoOm`2nCZo99HOG4I_ycqpSL$Qx_Wv*6Gulj@Z!FtudxZl zH)3FQ{8|B8hwZhmowJ1Ir(Sx)O`v{O33n7T&<^A z1%0xnGh>aqIUSAK++5*%p!+UQGooP-8#uMNba^?e-xxqH z%uP=tYLeY_;7TF@TY$2UfS+O2hegzo8wY&^*x-{A30YL7eh_RE0fWDIJ`n0sK)3%!quy2+*Z!nI)3Zbg*=y zBO^s1Ph=r02s>hEz$cMX*e&}e1QUcVlhJJm>}CS*Y5-Q$7Po!sw!-o$(sa!IXU^Q>Z+!Y@Fgc_A~Mnf z-;c5e=<`h(Qm+i3rePPCUp4qh^62)hjtF~~7;O5lVD&FH0?%+DZeH<%W(z_NZEm*v zp)nD-YUR8wsE+LOGe1YXQ~p=z)4uP~E^%mtx)NbfkQ}Ax_zwqhF)Dw3;6y!!xo)w+ zYyu75cf*iocUmO$cf)99EY_acspSOd_xB1G`{3`!X=a3Q&G6B@ul1R+#W3&hia!TU zY4E|nr~eJ0T!G$Xox6xuElW30S02xQy*K%_vC(47;28$!`6jXbLEc`4CC6s!{lCU+ z5InqeCXZA1_eh+a)P{u*wrh{1!bsq=o12SlG$EFMY}gSz?5z|5BkxngwyCSK0cuPv zX=hs6KPd?}Gq99`ON{5u_~1kYUm~Hrmrp-DIH;{w&p4vEI*a{nNk9y1hB?}=UHg|6 z+@FskK*|6n6o9kI^z&y5QLhi0n!!VWV@Pdxpp-_4#4HDkwj!SY{@`OPgjmwKLexQi z5A2u>Tiw`e>|QUOU`1*T1NKTuP9~}=2iW}pq|}O+G=z_r7qkQ5J!*en1p(MIa@32C zlM|Rhac281bD6A|N-G0#X79dX-FLz6?!-2kZq1<=8Df+=%^l0Y7ITg&k{B?V13u!n zUZRikBg%*#W+Arj8W7;_{y0%M$=QW;wY%)_(n1VwUl&J0Lc+fqrl(X>hrPC;f#ipa ziwh7|PhBNN)8E(UcDnW=!<4b~DA3Q(=N)%J*B{cyV9I&TpTtR7ol zZgrT3I{u3nR4wHmJeeJ^ZXEa-4;#q1*De~nkFVKHRon5c>recmO^5g(|PHAav z{?CQiJ1f~aooG=cPA(~Z!;|^3hd_cCrPEk?w>D&{`PawSd!(!-P1HhthGmWC#^+M7 zhY;3*k*Pn1x@Z?xnuO}tYdhZz*PPyQca+|WZr0i&9DH0`!%?D;@pW+^FflP#>%Rhe zRKxj;>gsV$@rmoB%d}L9nFKD(nc47gutPF3G)fux6s4;F^sY|x^Lc7gS^m^gp~Csr z;o7E^*vN%PScf_#0!CN$TmL#!Hu)RKbi(wY3(}!sc0XNm&e*~}&#}Jj9_d|*;-BpJY7~ zFeF$}T0h8RME3%$9N@hV%)WB?P9~1G)HTY!Hyjyf7hqDHu~oce(@Ny{x+x#LTbM2v6>13<)wxfoJn9XjLz-D%-I4NtOuKdA|LMvMA)b4w)d^rd?Y=c z#nRbfwk{f2Vv8D6#lWr3aLxG5i)ygW&+eGF?!q;~La5mZG_-Qw&9ThO$w<&&E_tV? zslPlufmYVle|@mYc5<$%n9j;V>SUK*($L(t9d7eI$gfTzFD+P2x+V1zZ@&PP|TR2MMBABV#V9umP}FE z*pj!{m*yuE+#dgp=SvZ(q6!?8!J5umG4rtgX$M;`QcBv|fbiE>7f$HfPcHFKSkEPs z;~R7-AubSS{GcFUYK89U5&H8d!{7k$9T8;YYQv|D)LoaMX8huD9!-0ivq#oonMDkibJ_9{xX`_m2 zWDp0%Os|W;)hPVWlls7fhD`pWQkRG%)$`E<(l=@S6(w;sj5Zd>#2Crneu zxs$j07**|mpwE|%jKk;eh2(r@a)zmV*fd5%vQIqX08p5n*BA=$qKMI8RScROXCdovpEOw5WN)W}`s4 zKVQvqgR0BOsR(WmVK!rSb`13OfyS>3;i|B#KKh_`_SyB0?GTrqp{#I4D(r-}xC0BeV1gIl`d$nA_ye<%(&9*Pja=)tS zkTCR!C>X?o%N)f9l(TgYB0_BzsKkUCWhq7DfBnL6cf-jxGKAs$;yN>$H58==pG79d zVy>HfpkzY`3suEH1^hixQT|`QmL2!MhuRuXnklr9kK@ zTZKeo43d&UE*qn%;I_Y*m@fvZCTo@ zL{UCYwn#Ib^X0qW@&t4wqD1Q83trVAxdKNTsB{P$60!zslodq&9n-P*-5SmEfJJ#@ z8q6W(4|_6M=CsE8gc1g}od_@BBCImv=o$bCH zzGua#wTQ!={#50|;COUt394Qe3{F0T|C2^&H?8m{GqV_G_KOyuwVyu|USP0T%98ma z41C>z6%rEMh6rb=JbbHRoJW!j8AXt>e7lL8H8?R5_R1G#N0fHGKIs)QRJ3It+RB!_ z2n%jv_6xI@qEhs|!o(uPQ%;QUP$K#9i}>oy|8!GZ8&gmSbEX`$I4$$=tqs`lct#4Y zVvSMUU_QPMD$(?!RpEWTTw268KP%^}7dZ?xG)6WxB(`K5HufVn3^@@vCJyy`U^}&# z3v?1+>^dzCH}qE}{W8}Fz0CdHZWZx1lJl@Ej#C9(-1V0g@BBFN#`H5Y4(q>j-yabB zQkv}4Z=`e$wRDbM9ZvnFgDGj7VgK%UhLm?QtUThBS?22}9 z!Tx>;$%FTK>i7!nuH>AgLf!gsY9ja>n&)l4)sG9h*rOX#&Rc}NP?SL=V=FLPlg`VN znIS{s`dFGJGM zGO4i816W34QsQK5DD%!!Ux;VxH+ullxU;j6Sz;_KAhz$Fjt&_<{$z_s&@Be67BHi+ zwaIbPLH7C#a*}2Gm{}JiH|#0&RR9;p`jhMwzm-*Rb5lRf=jl>v!s&!}5Y5SsAGLhK zd=IWtCgLa^LL{W&y)oWqgM+HaB7`-C+FD4^{S2l?+?@b1fabOggfb3)PKuAGqo;=e zEZ~vRQDCy#x+qt%A-lJKPptUUL{{9h(-attL6JR-5vInf=Sxv5h%k$#MVKM5;P~5x zG`^F(Ae}|C;E!|T5)cv!c_L`%9ZR4t-Dm*fH!qr2m<6tnS}3(mG78!b*X%>>U(@E7 zXHSPG5dA1fNCrkm%D;b)2np%y>w|nNEe+6dt?*g2)eX&bzp~1#*sV>T%q<=m@Zs(; z{+O~>Y9(X%Zy_Lm5e!!^+rHO9HIy8!rH+rf-Z z&1>7!Q)Bcx)5ZcPC^#@$R01)zk=tJ33``- zHhqmVQg~2PXs2*YmWp0U0mhXS&1~w=1|Ym&PM5qZo!^r>2f7M{5lLdtL&rL4ABIKG zXiZ6SZBs~F4IYNNz@YClutUanRtTNt;!|F{C6A2qTMHx_?;&C5gH7#xv1X*Mh>mv` z5n*PECdvzY_YKkd)L!VdImE+3_sltBrSS4m6~pk8o|Tf1uK0 zV*_u)Z!+;Ip$|x-o3n{shW(x`QShcMqcc*44yn~R;{8-bpN*;{v@syyN0f1bmYY`A zgc6F2A}PCCED}_Ie+Jvd4w%?D7Go}dknh$RJT-M*r9BJ@&a~yHI$%(7sJm7~mFNF@ zAD{4ImM$hnkvB1&OG8(QARneWcpI3B*saD>FtW3~(Da3%7ENWkM9Bb? zPTJSZHU@4)Z*i8-Ue0c$WDM8-WH1%$HwGAp_}Pze(s{XlsPP;N9H8n-WaLt7tDFYL z!2#xO3TYbJ6e}>hvd#y17kaVA`e9)&rYz=!xH{iDgD)}PP9TwFZ$m8da&z|Z{eprZ z%fI=YKo5{z&lYh-OFAd4E3>UJqdV@pG#zelO6%Y~hJ9Z@zjHXa6_+!?2oMYV=!i{E zyQ&wQHyxLnc@bi|aR^;CSYRKMD>-(&v`9vnC7i|R6!|y%oh&epksf(em>fAM#E7ph z{CB7W53r0JA=&Ogzhbmmf|r(BDz2^miYrf)7{gmPaeaJVW*wg|7au3d@WJ1|T^0m^ zI7sERzmJ6GgMj$*5_r!labl!QsJ^6=U+JTFm}$WuP~1=KdsNH0D3_e)n7 zs1m%_hUmPP9zs!vom)SY#3)rC@8=?(L$KFdId5*>jFufB?mzSjN#UDU@3MIa|j z*!sS*lS^?UapFt}FX6^Ylp;=mx)yrM7`p>_DG^|Hz}aSShsm(0c3z4Nr%=2=irR0K0-f(PqkRm*w8Wff+R89^Y_c&!*J?~JiHZFCsTbiHA_9s(wuUm#lDbS<$kF7i z<~`GAlX3f1WYIun8LP6fVe;%m98A-to)hg6Mx60KQ`-ymQHgj^|AN0;^+UrDMJqQm+lifV&54%SxYJW=htEl%zsxRoGqP5+mJ z$3hD+AC6EeDi}So@6;E()$n9i>JXN^mUU)EDQMSq9zjRnR_8CoudEmGE+=ixQt#^P z<7Bkw+Zg>?-aufn9=H0ewoysUZh3(9mx7ecT^IHAq&AKcj85B}_bSaPXKt>hTYv+z z+@P*bU(9chyRby;15Oe`%${T$wWpwIpwgu>_c(LNkGzRrL;Ps0Y2UR|K*V6ZDI- zManKvGY8Hx0CY>9p7$9-u2}1Qe0&OYv5|fZI`WZhBJ)jDSlLz0kR*1=Lg>2?jxJc~ zrtMsUP(z)?n=aE|*(yU63bI7G3%VC1SaFN>U_Fq7biz7RIL7X$t}R zRp0k_U^ptVHI#T(2thS_=x?V>Gi$W`J|XXFalfY5ZZHOnP2{+eP8msj&wCnfxG%Iq41r16`+Twy}R=4VwF%X^mbAr$Oc z6_g#4S}^^+5LXhCzL@-1dfyfM)!gIfM^|HO9OPfLS4dW@j(<0!vv9z)oA@PGiM0E( zg3>*7Xf(?$2<7>ae=;K`h7$~i7X#LlsHmuacEnCK9pZg^LL!Sy#Zvpw;M6*1cleXN zXpR}~BqT`1U@i=D($kA9EO!?{X0Ln5!W2ddz8nTX0yZ5Qj^4l&oWT{ljwFkqei{>7 z9_PI@DvL2|fQ>n-j1F-B(e#xNjHyB`racdJw7K|AMimstoB9=|IG=9LZ;PfQjumlS zJ+*RiVbw?MdBP%6af+C@)11!Y_K^*-MKWF#5p`8h?VW;U1bz)%(om-(`4t8_ElAl} zTr#^6(%1-WdI<^&QjGvxHqedf3jN~`BIed`lWeUaX~s4=eLW{VV@;Lucm?Uke6pVz zh_QGPC1rk{Fgqo#Acf{BO$M_^oN%PgcSe0M_vQRJ=v(q?g4eMo9IIsG+A+!+gHAq^ zNlxArC(zskT_mDsf*NLl&i*Z@6sAsCm-rq%947iId#(p_JTvxOzNNIqZU$cx7Lw7+lMcS|Uz>5w#ZPAMznU_v``{SNKai3^zHadl z0y&tF&uoFp)`{35Bo-g5PRt=Z;cuW0)9PmXX7&xjy=q5WJP8eaVyqOiA}edj?v=*H zi2=62xOVn_iCd2G)UO7aMHdyYYz3Rgsh}Q!vxVG_`BgP)+eWFWqj8{2MA&kUqU820 zNgaK*eKX|35G^gw`kd&F-0#-8zRYbN5UWpDRKVG2_-5R?Y@N3UJOwL30<$u=x4MT; zmGo*6cz*)KH>ng<978VvR+G_?Aa-~MEJ8Oy1l^aD&$SjO!9mq zy@wR$4dT)i&$V+12@3k?B-eE{+949^JJy-bD5om)%M)RoeJA6#Ig-hB|nRFYUFZvE9mA+rp3Bj^_g&K-PLrb5>Dr( zO+$JZa*JD9Z^Pk3XzRHEYA-IvRa8B!=D8Dq7g;*GY9G6s`-SoT$`7)La(Q{}YGW)^ zd+vqWp?gS1KJih1v+BtmGClt@aGPNDTxIm@dco11byB2+^LKiGzv;Zu5_Hjio;%jS z%T|rm_g*Y4bJ}9Bf@aA0q*olhy>X8f4E#Qe9F4q6?on~~@oR_he)&l?(yWZ3l5$u1 zE10&kTEKvCcPU4|=|{MdaBb2;o2f9w2HO8^<$O{nc*l1+c0u{<5OR3#jlL!vg%_la zXIJsw&PuX#wARsUk0yP+>2;)uzB1Cp;cAe>jMgVi^_x^eosJr1RPHe3DZ~2=8(UR9 z_F0GQg79(m=y$v2kVFA<{d4~Ia{>Hycfp}&@bta0U0+s=__lldw!Fa9^#|#)#5*~I zyMydjieMrWM2bk1DF{f9k4+_Cn=A@tY;O%=acvg=q`b#1-S|F}bw#ItgX8CH1S~WqzLf0Dtok%}j9!tUh>B@l=8)qf{ov)b%v9FrdT;#0=XY_NrXP7*gE>d$=5#__ zgbxj!+h?CJX%k&ex?2wpm0$4hY290J>o`exMa#H95+9VC973G-8a7`IYraN56~-mI zlc^ehR&WtbTD$X(occ&Q!7ZSKe4UA}Zt1OOboZRb_RKi4-TSgMyt)?Vw#gm#0qxwrrW;*ne*gLeG)lm)3xG*j_yl5h+=OFpjYQXrRF9Wwg_Y@o_IrbMFfjSO zJ2$Oz=d<4G6+!ZvmH8@Ltn6;6CoZMJ7flP^-^*WMGP*rH^lee*h`ugt%tSvI&0KXz z-1go}ogRC?{~YS_+HLqzQFTV&AXBDlCL$TCfZbxsr8|PpZ>}MbVd)?YRxNnwIG$3t zNY9_NScaSTw&uO3_~1SD`B|y-(Y5Rf@ko%OdHu$cdmr*CU_C}+`*j!*;@~UqciV2& zfzDLz=M&&06%ulcMW@^5_xGRT`bQH+Wa^g~ZR*IC?Vk(KHDEF*fVd z&75xPhws7#gKf1BTWo6D1D-D1w!*hqvVQ42HbtCz)1Rklg})jkUZ&R*u@?m-$h+%DBK4bG4s1zYF@)Vf8a|?fTz5a+8ei*g!;R&bzp=xAJzu3hz z>=07I_k32k_%>=i$y^H&$2qDSky53l{aedTMX=`cThkUyr2)QM`lVe=B(1wU!ssoX+m^nq?f3hyjha@?^~PY{teRP$$u~|XGSSDX|9vLO`bvtvDFd^cxLLojHeHmj? z*XHUSL||QvdHvqOfxJzl|KV5a?WFaVPxS-F`MyWEw^Bov2>;`#);VO+&_~K5 zk=KKTw<<20AI?nlMxd|1nw>Z@t$RHr#Njh!K>|s#ei|g>6CIu#SvaN?1rTo=vMCdC z`yg?*ezmM#o>pv(IF-!qE`Z;n{FMADJe>M7gy-S*&3NE43H9LCeTh>`G4C@8tGe-% zQQ*k+o6oIX^UvuF@alPW z6P{i_Bq>|L@0_i=&$zI`?bFhK^QIEXCl{hDNb0@GfkFLZm+TzX1#JRt>#Z=V3hSqb z2q)X15$DI_@k`7b4tDpLds}zu-tWVTwmT3@qt7JfH;qN1zg|pm1=*84zu|pVHP{^y zaD=8y*<_#ZB`;_#R>lCLwb^5RPDx#uLt}__@3&IpsjuA z>x5wDICrAw;T*xteqo7gdlSXvR(0;yLgMTY@gBBB_nz6I?8*w#E3KPSNDNy`XnueTw znb|c_xE8vIDSmSEbSXuw+OGJCt+zfzJ~{NhRjP@+L`eG? zhFBv&vL6A_9@o%mU{*bv!tpktw5Ijo+PlveTY2hrvcw`)^TAEh3)9vP^d9Pr5*eRW z)9UtBw3npbIkFM$w&r)s6R&f=Sq~|yU10W*K7^ejgGD8aJkxaG30E0rAuBSBxVrB4 zcv2aC5l#=rDJ1-~JPg@5ae?fa8yn zlatdYF$b(*s&S;{nFW%rG|BEIY6c4!uNQ@%FYggH0yKN}0(|`+a#n~lSKoTX*9G@% zUt;g-h@vTXv>0DrGhV~)rtg$bc6_Z-6N>`RqVn?s!+in?ZVr;XnHg|Q zU5S>MilQQLED$3@%Qag75O1}&w>PZG#0bul&p5Bd-@Q7Vr!@5ib}o8EErOdqu(m*+ zpJec)gvREgnUG2zW^AXH8wzImpw~OC$xBV{ae#hY@7^79go*P3AXtZtZs)P;ufD0r z#HmI^!N9;^U}OYBf^AzqX=+YKlJWr?qB#>Do}PRkO8|X+!PeH+Ni7g+i9#(TOao{IBYv6*{@S2A_Hi2M@H^7$iDs>&Z?=;m1WQLa)x;>w8F3g~VG293!>N z?MA`mCJg19d0hvsJ%}gkhA9fB}OsI=k@!U0kcA!sB z+6+YRuTHs?G@tF$t1SPz9G8ce;KIq;c6Y&QU7UbJ#3188!8}D4*U1F`+ob@6iBz08B3fxiNW*Lv;9KYu~&|p zzV$2P^+phugHIF{lK+4GFu|8XCIv&G9ag*(V<;b;{J%QJYNu`AuCE&2AG-=Ew;&wu{ET@1hQ3g@Vap{vR1B;i1 z!PmUR`CTHbT1xZRAMf#mM}d)piGe|a7SJsC_$lfW2a~hFx65FFM-jO}L_~(eAnJW5 z#h5x6Bg=`)B5oj;puBs-`un6oXW-bh2Yc8W`CP*q5DT9pnIYf4WC$z7S;XHF#4yA?XzO zLbX&!9IAb7*k5(<(J%4y>5Nv$!0)g(L^T6_uhYg(6GZGS!4>++MmKygml8`lPpqh> zc5Ct1Q7e|=+QQovo4P7=KHV>J-*e^-Hk!^_t$x-*7jI~)AF8dzWlv8Vu-js}*8lx- z>m|MGxEw@kUqyjE-sHCynaS@tj_W7J07$g`S?O^Ys#KZbz_-bb1s35O6_XkHow8jg zfP|{3q$G#_GHV8CN6*#c9T=;7h`2T6eP(z2H_V0B(D%Lv5 zdD%-`yTdTTr1OHvl*s35y&pTOPb@uui#I5WYUMyISF~Oe7fp zW4!#=;GseNi9))~73KKe9@}2i!`oY@bgo31=BMzG@y^;ZB_(AnUXQl@@5Ta9!Cu>9 za4fMHX{G9qaSBhKQ(G?J!s0k5f3SiiPc9IF7z^LLY|4aXZebzJ{AUi}LRBRzQi;u) zAAy`81y&DT76vN{mtz3vi0j>1`rvl8MtMK|yLwe3zDWR50T36=3#X6o{clX?+U7N`}ZuqY2~RfW&VZ0$%Pqm%T&pi-$@v zq$+q}lsA-V5{8XRN=pMhR;wC+2CU9EtegU&x*mAri4$Sawz2wYH#>d_Ksku3o#8uSX%KqPR`pM6e&I%Mj&MET7 zwrN;JcpzG^mj9+66BjS<=oR0tmg{ItYe$D1cM=6=_%0Cl0K||KZqI<1cXWKbS@!jQ zTqPCAorn`T@N{?Hx@J8xjqa1KTDgF*uuCZDePYW6+%X-9f}Zc~oSbeB4qyioAs`@r z{P^MMeTxZ=%9D-^odU!a1426h5wn3%Tj=)G5P?Mi2M|9D1ZrAuvNHtI?#NlQq2~#jJh30UpZnWixn1-TYbbDVQLHFjSe$+OwFd3GVt*CvM zN0Sorq|ufMV}SC{;r0m6rE!Y9d#<2<9*GAqp}$#Ne2!JldN03p z>WsxC^r7Hk5$eY{0M89DAMyvyKuv*G|CH}^We;d=*?|xf<t3> z2T3Ab|P$`78`)`|4sg~vT-vo103*wk-vX(^}c5Z_p1b|N-5z)Wr;c4ig^4sIegfF9>!{ex8NC3RMUBP8_}g5!g;vnCB>|G|y_ z7GVW)2s3jMu>t=8Nj8AU=3xFGBKbuC{>;vn)RF^E4*=(X9fcJzha14W0UDZ#n~0So zzFSTz$)^aMJjuTp0FT+(lTvd3#{mFixc+SuD+>_U;D6d=Sn|gvjwJ8A|A??~09J7P z%O)1CzsTnQG()@;ocYh4q-H)K!okJ$hq?c!<^K@s|3}NY%KkKiD~YoJAngAU`O|V1 zfN=gBRcB*nO6tl3u>HS0g;@?xjKcokJt00@o9N@eWZC~}J0}Y>13UA7x!_#|I04Fk z_X3tby#VK5l7GA7AMXB-J2>KrQzZWO-%bTM5rFtl7yZY|e|+&zeZUt<)2Qzx|E@k# z2~=lEsxAhq{|&yg0mFuq8NlS(07{+>a3e5Yfb`IRM;R!n0>FNNT#PRPM$kX?nSsH{ z{Z}jiCKe(#77hlWd;I0;kZN#Ja1OSlkWzrb|GP3PC(9p)F*9>A0Lh$Lxsp2bz>ShD zY5=gGgFVTp?9aGl;{aHDpy&N%1`7}=fSKzrJDC5nCuR}P%Me+m3; z2kRe59_Yq@+W~ZO^CbQ{aB^@C&LrlF|ET}R5LVW|A|pPm+Sc~dA z8dHh#urRT(GqD442e??+*f?mJm?@c6!uWw+EU=?6QVDi9c7cgU>{Ld#dFzbKHzX4nJ!2bVJiU^Dqj024QUv>ia z|6h~~{{PgT^jry!mlReHj)BI?3Aj#?QAXdvk%)zr`_D$wMil`5kJW=?{fW`AR}W5( z0mO3nU%9a;^;OJEH_QuY@p1%(x zXYBg#!~EAo3It&IqYaPs|D}zYgC(h}0UZ1PW(pfu(pdwzDCmEax^vpHl_yPhYcNBg zDVDGN-m0-a`d#9vSax87i?s+f$)SXZlu=e#hF!0B+`-yy=ih?JrTE3Sji=Sx=rO*k z@ZEHy=F5pi+2*AphjQ)YA|UUE8KnW~4L`pmD45M^H{*<#P86<l1LcE25WNIrKDG>puZT?AwxnPg9 zKxQjS93ogFI(b?}F(yeJrm|WuChs&PAx&>q9qNVcn(jNocLfM&tAnq@#v+sSRfN~8 zG!Ia2ljyM80U^k^xFg=bL*bs;JV8Q1&~k+l8N34A8=XUJ{zkh9UUyd9L_;XP9@6`O z2v|08@3O&E~AT!_PM}+&9O;&f+iit_N{Eks~j{6t;NE0mhk_0VmQPqKx=h$Pp=d60ySql7RJE z9W9U+4vAPrkVecmZt7qbvq%b*-2jOs1+T5<83^r;X%2p?C{`?ZT^6bw7Nn?ny*iSd zlI!dPIU+z713whcR0R1=lqM~R-xt2*gHHsS{ZKOh5CvbRzTu|`V;n-}#B5k1{1-50 z#bIKy55&P$NU;KYS6$z02(Qc1T-^QUxp;U^lqt%_HPDLDk(^<1mEFS-ag~uER86NQ^$O}06vt9H zCU`AH4jEYXWIRY!_%()hOt>(IkTa(YNTFw@gVz0?t(c&n%+aH27vU9PaQl>h8}Mt$ z_SuX07x_nRWczT*b39goz;P`#;LNXAdwjTYNS)GXZm)Ip~tb49Wp!yTGupd&^&ylztEkek|{FR%{O|JqJSh zgQWs}Lb-U#v~EOX1u?5YSDVzP%XJK!RGp6@4_g=dqYr|U#MuT$>ak^y5@G?S;! z!s1a|R4mLv9^t1_kR2v%r^T$UF=P5gG&4fAuiWRQo>k0&NyrZ5Wnv9kiL?kN?T8@S zDf2w52;&1nZ$x@2^?*7=9jJNuX%aIu%};V}=|V?}5BOeE*uJ)=ar$Wbh_zi!p;&>h zSX>``76~PecLJxGX8ON>;5{@nO*W<0rrsI4W(ln3V0Hcp0UDGMRKgNs-BiO8W+kUX z%ucB&VA|-hiKWF?z^?1bz?kx<{1zTG?dt4P7waDsD@Cf-{+s6-JRD*&Vwj0CY8rd> zaFUrfO8T4(> zQl+mU)y*omHKhV)#CXJ z2LmS)v{Cu9pq^4^ka+`0c|3-dA~f4?}NDtrr}G!>txByUtAX^ey(k{ zAK9R3_Ea8KOA1BKVOk%V(eX29V?u(a8?&Og?rJ_+X6jbcKTu`a@p$Zu>3%uHVM5|+ zN|1_ss$BSfM85#j=k;GHX)Jr)H8k<@O!m4zK`aObf@Rl;=}pG3ftZh#buSEEU-HYH z&G<%N(be_8g=047$dao2n`p4CzQ51?cz}OUa*asJqEayAt5e4kjV!}TgLc@(=a2I_ zL%znc>izNwJ2A`HG64NT^!JMciVAw&gvPX*>cISP;i}0glQ}QIMl0gpv&Ynn< zBFOh4&d>0A?0Avz>Z?9ZbQa~<^iMgU=sVQI`Fs2PS%%QxkGzSc0biwoh}#9^vd z+eC#f#jx+nNI(yypI{@UfxvItBB5a(H$Le(f=!L-+5M3Fejk#S@(9~qEF8Uyu}z*B zYG6n!8@3F$T-f)OrCie%N+U9@M(mitVnXKYX5yl`j1Tv~Mx{OCH|rjDf=j7uEpCu_ zp{Q2+t^gH|npFzA))NWJr=MwyBv47Cl4Z#X4hn-}xq860t>;sdB(019cep&6NoiC+ z;S1M-dtgYZ)@%1Q#Ee}-avN=>zkj#OP8Kt1QuX5iUAVoLxSc{pa`PVAuDSgf8+{gw zR8%02A4KOi{0|HF&9D}GVhXJuRSM8CiD5em;*|XdX;$uyRQKBWqw3y+cDz-CTw$0_LefFgb`cY*xE6@>Py-~S)doVNxlW^9WH%&Q zAH&MS2Mq!+Ak01KVpAAl>AxIpM7K{F5GFv=Nh33mO>Hd)U^0$HV1-seLr;Qcc{HZD zyv%#Z`9|3}7r3N&gEuee5Kw;$nvys8;N;8Fs4SncXB@7B%y{m7>=NtX z!7KuOGqW=-J+`i|pH3Ev?9Vt4GAR0H(nq|pGDX7Fyvaj1`6`AUcC2zXr*A6}1Gcz; zgqtW{KDmoKeZH8}*1m+`a2?N0>;8)L`F;@e=0Ze}^t@I0_Be{tdB4|*jBm1U>^wZE zfb4PoRx0TI@>FX*gU0rNFUyn)dOAISd-7lte7jSq=*7s@x#Pklc-vNILMj*Fd1^YN ze*CVKuIu$U+PMC_31YN(tSao}!#C!}XLh}sW;jy)HGQDk_>!$;NA`s5Fs?6GA?MlJ zo3_{|-O;CYmrVOHC43XpWv&VBBf84OCfBUn!R-1pWv#l+8`$@f(HNPh`=d^>zCDRtd?eYUtix@pwDsMsaPp;+!HrS_iF(7UIgkS=u0uU8-90tC5c|*D z!$IsJOUL6Oq4&!|{UnpiQ}X2S{lIMJ>z+&IeEWma+)jhIj;JE1J117dHwj%4{#Ak( zb~0YX6W(h;diQji5SF6{5PuHd!>8POVg-s8?>Coo>?jnko^=pJ!Vn&g#d+EDH zv;Bs1AdHPf+2qvdOeq4I&57;rMgX5jPWX3hGH8kZi?k6LQb zT}q}lV88yC`MD2i1_Fim0)?x0(14B+Q-Q+d$&2HnRpN%v0%I3n_POwf*lIv0S;H=Q$_-?)UmwZM<*Ni)t6`(md+RE;yI+yrx`?)}d|NtN zTdH(1;cnL+@S3P~CCJG7GPw@wWx5zZ){J&*CoI$vy;RLs$Mwh2n)4LD%GGbp#O(|+ zqRdSgbznuadgW_)YQC_LY+y-6tBrHA_J*#o$!(pGF=52yu0ZGaG%4`LTsoh;4VUa` z?kLyF06N4|^3k2ilNiuDkd)S@ro3cso{q~u#-@!9$#Q=$=NsAGUIKwj44_&Uk^mkW zRhMZnmslrQ`4ObOuE!aHXzQRzu|4@1^4hpM9`}>ykoq{Uuq~mfaV31DH8i#4GA_fw z_zd+66MOBO)6Y0c8wrg>RhR3@BvskAi`DQ!&o-~SZ56WpJHoJp((t*CaNQ?{!`rp! zkFh64GSD3o!+Lx!JD?HQr>NubKdln+_&zYms#Fotn6$)50-P}CWO{kyyAJE&#`C6* zkUx$XkZur4SaYo1dHS`%PNs=HzHfBJy>!QI=P@~xw&jR7(?kKbPbMpzfjB}j6E|p2 z2sIhg=a8?VQjgC0#IWnE^NcEBG%)?=f`iBl-RE|~I33ZrNt0pt^?u-w(KG4kW>*bp0UMbHMr#P+{Z5C8+n*lG z{ANskNYc^!qBZASK4BfcXe1MqS>JL*8DS4<=+r`8lZow~3hU|*n-Y5wOaG;N1F9zD zy;%h9Z5r@4g`aLP9C?tn3x3w68&>5HB3S9xF3ZwLjV5p#<<}PZ$ZE@eXICTp>X+?t z*WRJT=jM3r<-H!Zw6gUXB*A8wqsdq8=WHervm9{Maz9OBBcbz)d3kDo{~RmDb=wIZ z)H+69NGO^PdhhfgJnMu+ZAUa$`H7}edhZd0si->1@Opdx6Ifjw-$>eMa_}@il154N zpb=p~Lw$kI*@|jhU*p10?U5O-+_QreK524rrAj{G;LWZj_PO{x#F?tNLAEK#M4{)S z%DCcF4OnaL`g*%d218jA!cu;x(l92u>QDt`;7O#U)n(9TMph+)?lVXwE?q*!qAd&* zm%9GJO2Ggs87ET=ZvFaV`L%_q>RVhvu`Ig5piOR0CCYn8OWc@u_Is@QOmF zU8U2ePNle|hiTTL2*e)GU}-SHpuylb30}fe&$=sT>F!x}ori6z+=3OcfmFG>rlFs8 zNBcQ-jG!AA9h>_!8T!xb=KU7lN!Y5Omo}KEh;@@2o)irfug5$;ItZ=tUHDFGV&}<9 zP4uF}wgW9IwGv^y66cz>#63KNaN8HVwom4jep@1Rnbwx6fUZ&QzQl_9MB4YX0)5WU zj~=}i+`)^N95(c7M0+;#zpjo&%F=%6CmQ=H3EHd(Y~S_SoZLGtsA$GlJu!lyeT$ce zFKb5Kk*md8ZtdD;EGxk~2UL#_={JXGQ?Kz1MyE86F+x-b4K%&ILgpMo=yTo6)reHR zLaZKch;MKGV#zyOqIysnejlq@Ha&!ETmGY%o;xm7y8$-0fdE=vXae*J>0*>k}U6imvUyys7u1*rYR zT2{DLV#D{zCFyjPt*gK48)a;Q8qH>uVknOrDMp>y5BSuy)=Pf1&Sj18=B(j{mZ)@; zc4oJAoSNzQ7s&lW)(&1odf}O{3YqWTODihpe+@D{CFK-d83YXy9_NS+o*r#)m$#8F z^9$&l&QZ;Q*hl2@_}qAxc^=lLDp{wHrdfT=C&5biA&OoRvmUSRXvfk9M~w*wjU-B~ z7hfXG@01WfZYNYn=T0wG+?%&M8i?LAS|E_IS&X*c-@V0}KkQ9#Z@s^{QxS%H0F;`1_7jxAwDNt0jEd*2mS|whcgmfNpV9xUStg>q+iO+ZIqjr%T-&u4@kz znQ zH63T}t+{iF_N=EF7w$X-)QhzkiZ;FLE>b2F+ubB;w0X=0F3PQ_#f$Uy3WBPmW{-Fe zGjt8uTmw$O*KVq!e0WP<_DD@ytJ>D67ipE&6?W5EtRPzM8GkIolgIPE&aW!*gSe~@ z(#&53endrbJkNEP`%K6gxOw#V>U6zEm7GG>X;e81Qk_9s z0*92`V&yNpJFzLgbx}#9ve6pIa!5r;M%c6D?M3!(G&OOrROGN6RlMcw4IXe zA99KVBtE&xuv?`3$mvQFE5v=98{VGtzW0k(=*tZIaz;*=(o3?O@ zF65sMLYMgwbA-hnWZnT-)Ct>Rya*Z|ou@0qvm#1v0cM%}r7X)7n1h74wnuWeakpFu zLSr}o8Yiik%B(R)?>`z<0gZ#(_E5&&7apTkZ#qcy`=8am4sK7{kO>;z8|kf$@V8a$z|CtOY6dJr^WGlaK%`x^{aD#9}Ulj4$<{iG56XZN`d5<_uR_Q+fVrhF$ zAAN%oG|QBYC-%pH-~gggUyOsJB`uAEV}diW{@LL8^KcCK`I;0Gc;3byUmb)C;$UI= z-;1ZTr7P*VoiZdwKt;sZ_?@TZ#ANcQ**>DBKd?u#esq|}I^qN{pguo&uG6$y+g0eA zoFgJjk?K{pHWD6Rln0;EWa4e>N8$DQzU>{LSRe@OR&j6F;!S9J?)84=vzH7uY2At5 zxbU!-c>kOMI{CmXFLx-J*f~f_9uY6(5&VU_rh!%h&N2yw`JSOwWRYQ|7biGq$%hJ# zUPzsT{jh2xffUa5aycj`y(2%jV1J^uurSO$fnf> z7dE6TwfuJ%CUxes-x-nga8z099`|5Y=m$d*&pMWn?@BS$M=766)g#ha9%6e3ckd}rdV14ll zNJR&A?kPUSLM0-H3UWVxNAl1&s*%^rmiH;xV)pQz4jc4A&4%>EMf$GHXKNY4!t{|| zoL;~$Yk)}6Q3zcnf}5FoF*4&QkU*b20#T{IYXIcyBffyjq-V6f5uKc)_BX zHgG-XF__7|llQzcHd5Ip&@{dTVjk(R-?k;c*CNFZ>iiboKwP(_8`PPFg;1hq<3_YM z&&1hoeAin_DyCN$5;b9`?1dLx^UmKunFAU`E{B+mFfL?;(Zp1cjsCn8L+I>d3vSlm zg9%QE{z%jz5P)T9i`K-@!4Z7lwLaaAATcocPV$3m8kiLxM8I#{=kGq~#9tsgy9nZZ zfe+W-?~(%~iNA!X+z&9jqP~E``unj%R(y*j_qP?1uL|x$`Cv3mVhK+ZC($RgO}YdU zXJX&n`Jqg*9WkK5y^r@{gVYsRVjmprCx!mQfr&a~v+Ww<;`!!#szbX`dNqVAK5F4dmZ}pqhGJhXjLKzzt&HO|?z2xI@j+VSa5D@H}vl1pa7 zw<1n)`2A7;?0PH*aXM>*yeHsb?r|(O;}_{z#=t=mPBJx6UDFNb`dXO)GGFICH=PHlwHALUkV4WwRmZ5Yif zLi%kLD_(4JjT9jSE)iTfU1G~h=B1tyiZf5d5pYV9{)tP9MU3Ci2zbC45;|n?;lpfp z0PDvawBBy)Z;(gT!onu%z_)$JJdjKrcyF`1+52`!F5GmLeOj_&kzP=5%aLPLo+_J< zk62JPL{G0!+!r3d$k-r`#9Hz~D{jr416$2RR-V9JON~CP(WT_CblZ865h5D=zIppt z$Y{H1;I+i(MV+~f&xz|l9pW*p!a_}5s zPJWP#j~$pQ<$T0$aWb$n{7UIF>nhYv7Gx7+St_81rC4Kc00gU~GC_n{qA{6uX&Av4 zk#wdsIf!W=VBvASH76c`+`*C?i;4Xj?8{dwnC@3gu0m5DUiD?dPqhtaZ;{4A!4wOJ z1+CPW9aiyLGb$^)Z%Rf?#R7x{AEs~`!;h|Q6#ORsX<9y1U!EZSBA#q*gvmN9#tz3! z7`oKI+G^HR$}@|E3dd5IBC-JyUUDlfl827+Sky!R#q=xWl6}pDoy`Q27jgP$W7Rllh319|{H&*ICKk`0RQ3Y$<)0f)iT0r*ZtQ>50 z5y=rv9=4U`BcZV=z5ndjQ{~Kw1CCgFrz936#$%5d4;F4u7Rah=2ba|`3cr@&Ju&jj zU6urvP!eHhtVYiyZ+Zs=9S8McNGOg2##Fe#0e)g2DfuZf&r#QrzWC)|_Rbwt( z3$W*jCAJP0GZKVpnjvel+C9YzX?1(RDE?h~jS|K_s8Q*Y-gVH-&0J*Okhx$9(ZDiAgQQiFy6QRO(A(4lE}EEK$3jO9Hy@P&SJW51`_i8oNcdR= zj#P%{!FYBk)nOQIsB8^f?Rc47Ei~_n_L}+!Rx=3Qgm_C;~VAE8E>{vR! z^|YhK#5CC!Tc$jKag}Z#AxlK<&qtv-sLrk$8!#DtmIcK<_&J+D;!>SxoVb8@YDbCHn z+s^%fv>L(v(9g7*HEl;a6t63aWK;J^zZpppsY{k^mLd&Yp%+*7%2q3`B~0kxx8!ab z$)7U>8d{R`CN(L2w&%Efn#t_&%zkp+yT9BmO=8sXergo-a(y`3&V0LkihjF&34U{X zm^)X`d)>dd>~{$^Db0L2$$Trmy{uob5q!Sc<^(-kRNBl(_As`-5G$O%RlZc{FJgdy z!M=UbaSPUWOWR~QF|Vl5b#8?=j`SeDnOT?w@!_GKvCat}+|}UnNP6>?rW|kVl&rH) zU`M^^=m&3JbM+ef6hMtAb}k@~{KPVr4jQByb)K+2yJNvc+z-|Mh?uFxzk^AsfeV{z zjXT;-+`Oq9{M=92`J(BftR!JKx8&*6Fw^-%sC^on>-azyboCPadf=oC1eDSNE4}sr z<>T{4`X(^`0zF(hJYV&hxx~Qr^{g7Wk=!IOdOvI)+dQ=oPN+X?nfyH8<#1FT2rbas ztcgBliTX}1i!E2MPJ710HvtcrbxZxtdRZwcvj6P8!5+)XYhMj_H3AutUmIfBcCkAvO$hC_+kbGQ&6D67PIc+@dYF zBY#A-3Idk6Sy9qny>a6e8U@tAXnS;op2>@!RPzMXYFSHBXB-grq+Gtc!rKNbp_HNojToUVQo zR5GZg1ZTg_aJ{_-pTA!2SClTTehK&15!$g%`(?Nqt#G!F%hrr*$!W6YGaw_o){jak zp31D%@6KswdlV0r5wzKybm&NH`DeCj#_6C=s_F|DGm2*efwP&>_$GURm#K zdtrgKO4EYVW?gN?3k&6#i?POIzO!}T^F$1s}Q$H8jq3B!24O-DPdA0u07!kDid z=}yVsg8qGzop1MOMlTDwby19+TUT(CPAHj18Rt>XbJy0beWfwyYTHh&4S5>fc`X4_ z+s1~e6*X_wEp&77B|PTUpm_65P60%!hf{I)Ms3xjVGRD}97?t89cK5-l}JDV-JH^N zJgvLE*re-V=l4e3!!_rx#f24{(rft)`8g(S&AJszJDU?iNOANyY>S*v9Kr;v*i_rK zd*wXhkEQ7kXP1KNNo`f`+N{#`;mYU{jh&A(1vUk&Wur`TJ2xf zc`hr)#TjV)p0V4{bvF(X8OO>tc&tYZ2K6R}&(m1U0>@}qdt_H{9iz|J8WZi_UhMnN zbT_r&`PQ7HuHo7z*P>g43^tr2&5f0eeCe6h-l~R6=5)N*tkpAUA%v}MYgA52x>`sn zPBR)>?5b;+Nf!;Erl!MfM?q(|E~+^+EhNo~AbQ=%-O}o3rq0mjuowmJQoF`xcM&zT zgKj>`?Ofvv8Lb!5iBx>M|RMU3xT?TzkO9w zm{TYqN0$w_>W%K=A1{Yu@K*!H#`N1D%JKfn?d-}6rdcZ7qt0zs4+xdS!8_;{N?K3u z{xRo`)?k`Zo%AboD;NCf1(O^>!iVL6GlJ>$+u3wxPHzoa>;_%v2ywFg$JESYeKjsY0vaQ- z^wM>+=_c5MJ00jWoM-o82U1-$5)xfiv|06yI^NWJNT0V0Yt_IndHf!U;%lY#_Pfy} z?fD-%Fn>dzw7J7e*p~|rK2=M<^V*K8ToYjHL0xqFofoHt(pWiX4{>{A`y@}FU(quV zZOIro63N>k^gIMx;o$coMem&lO0=ruayhOSm0n{{yzt+Y&bHi+vJn$x>)D=kmn_@W z{_}S^do`a5d%YKZRr{**Wwu1{upMvTq&!$k7A5~xzQ%9Ed5xGp;YH( z#CWdsiEOB5fv2nRU5@c1%Fj`XTMk7)$PUU6*H|~ zInLjegX-e1EJdC-IeD_Dq8{fB15p->cF~5xjrz)%ZvBIbW5VR6E_|n9*k^0=)Dw;9 zoZfrx^aY*jI|*bcg{6ro$n68As6Vw9Idkf(%OkCnKgJST@M@&qb$(vC|FmV(++D#* zo>78tQ(Z|;`!T$&%#wPq3Uz(mn9=1;+q(9cKUrlA+i%YR)1!K5bS}{VnfBtP{nmc{ zK;63G7$c)FdHeLXK6%q1HmRF`n~t8hU_jM+m&i?gC-wD~Io_Aa$;Sf+udISuoK|Jf!x3%DDf#F2qPOR=?F9+yqZQv% zul8GLZI41(n{`1!i>DS&T`3QxEPf4*yN%;~CDfG}aI4PRvwrE`Dl^f9GJ4VqjRzWm z%2n_D;!z}&cA-Yp`1hXpqV&4X@tFK$4r^9|CEBBC4-x%yIA=JII${YosB)=iXM+Tp zUpm!6y%;G@){iOBb&Aj;Z9f%ojwDsF&wfsOp@`4J$!Yk-vwcv)v}kHsAS67>m=7B^ z?6>sa?~tew0Bz1qmS9Q`xgaa%qQ>n^$OUv4B)kQS#qD;p`UbGp7+Ek-(X-(>%9I5wj`$B(dbt=o5k6@?RN^_rr zjP99tuSxnWcJH(8pE>Nc+GtH8@z!IuGlk`}!JBjftFqH{0$j_}m{cbO>_>o^gS&%x zP|!cE1=+rxMt^PnuI-}UK8U>)X=SLH|279?p`V{N6@!)mh$BAgqyXZ+oM+^4D-)1b zyl8c&GE*&yaKOmd#9d#$pC4!haoo*BPRcTWG?o`xJa#ptkxHiXKG}M_9$3!0t4I2^ z?@^UlmHCS#`2yc$Tg_DZdQUq+U?~DzN+_Xt{^1P_M8Vd6N+#&>_#NqmN%EvpQ(*Vj z(jI-&F7>La=e}8pc4|3!Ghbx=$7gXyi+WS<{$K>VB*alI0e9olP-ewTHq;=6!`Ma= z{fr!ggsw|E)I_r_q}&9M#R-m+^8A?w=b-vd2iW%TSZYm>B=mBwzAd zv7GVtKR0vKOp(>tO8B~!;I@T7CtVZo`Vc%%!CHx$EW>m@h6l3tcOOo{Z{lVRT=BCp zDIj(>Ye;onJJIUhi|qTMxkXQZ(E!0oJ4x}2&v%bBIPPLtWc&$j_3RNBM%%Jacx!!y z&-Pmmk4XVHkwCrG=GYiv#e(D`YqT8A?Y9hq#I^=in@8bG2WR&NT$sq==C{E|3lGxb8O9c!X179DG3do9O)uLA4-rst~znd{Snln;pO z@yW*(td+vEj;B@x3%9qcCz5^5+-KrTy;hqO#PJqS{npM|TYKlEdBUJ?_TC6C-a)MorO%(O4Lk3@f!Rqc5=yKZdZxc~*$n+y}SjeAejtM%h;w{@1=4>zuF2&IYO zoge;sS^-1^{PTcED!X|DViQ{lI#Ax@N0C>+Os3 zYu(912~qX1s$z{k!2H%5XeC1U!orj$W7&%ZaodT4qEfQbJ z*B8gLD>~?wmo_q8^Fn(lS@wQ{l+v^JbZGfE5`G|Rfc@xSWiviFlg{)6;K2ww1~gXn202p*E>pvap1>4g1D$WnsQ5S zg_p=7gkG5l^goTy;e1EyFL|K`kC-d@8IfA*=Hxg>(6R9q7hhLeLSTu!XdhCM zHZdN;+;K-sUYC}lS>TlPqc~_>HhT3U<;;H21b^&fhx<;{WQ%#b{cwhoV`rMGZa(7h zQR#RmE8X}&9~t+Fhi@N+@Q2;HZYjv!bsk8Fo%vmul-=lk) zg{3I;i==Bf0u*#>IA#erhL`23TFESOx25OB2b0k0E*>ZRc{;R^r3yjP;^~kz*bV+H z1FKajv+|jCq44j_3jARWbr9b>dEPQPd2+bUUKm^SUhICGG_xDdD4lYpR@LpFN;J4( zzdRr5rWCJQ?DeEsuJ7K4BuO$5mBSK_8EuMmKIFqXs(Z7dC|*cH!4;w;CL9|kXMyvi z=BT3!NVTF;|57=*EdLwS{GLKueB9E?(eux17WwdAruyea^>|4i!!$9rC$+f5#i3%^ zlOJ+w9)<5@KNneF(b9K%{LENg9s$yVzon9!HMDCuXzsNvDHb+4N;=jPjHOJZJPv9?By=Wf{7Ajtp`j^Q2j8-v1NiOy zl!Zw}-wfuY52np89?RG>OR>V{r%-ADG!!i}fZMx;op@@XgYG>>&O3Gmy>emb%xp@E zf)u@vFYl_h$wwj_u%XX5=vr)WvI#%T#YV=vO=a+F+szJKq$vVqcs9l!Uw zvd=ExT3TloO)$CA;0*;i z$&;wK1^Ed=JD6%Smk0}VB-t)f-zx$~_@47*ht6eG&aY;i@Hf%1W4iBTS{e|Ejmu4U zBW6hi4!oR;x7jB%+ySOG(W~TxxNkeL05J=JUNU9k4$`Jb7I;vzK2$SShyUD<;H@T* z0UefexTZ51!!1lI%$Fk6fxZ$bszsR3Q+S4t;oHV+)cvJ>MwqTJj-#SSD6pauNGN)H z_(;yZJcPktC)^FZ-jb5cxcUM#E)E?HV(3`m<~$p4;xv~nP0W|^7_UM zJd-^>MeA3{9G>Kw#O@uUboI=ltrsLFCXT@q5j|nU5!AJ z3{C3QD-13L8HBK$`a*w*p9@`DtzluCN+UW`{Gkc{##D>kR)r(0MUE9%aDbV6qbiIm zuBLHAV5r)#he8GJ*a(SfC9JGFsh;dbp%(g%dHN!CZJ5%}vUJSgzScE*4lt~Lr%)5T z!FkNwe-E=-_!?QIZvH~GjzR!LKdxn5D>P1-5Lzz?hG-49@mN!C1!T}fDRhCQ^_c}U zF%N>VRHu+>US1QEg}j1oYxeQLS&pqaFwYYv@ppmep+IoXu9#pZ5*1IBr$g{}N)9CR`fi;A^`(d>NLmTTOT)N;BF9%HqWG6vWh2u92Px&q9 ze(0m;v2Y5;fCeE*?p^Iq(Q{n72v;tKYn{GuU;9HztXSK z8U`1Y_L&!Tlqjf29^E3oiwj&67}g^!c{23XFImzqI5%$sb;_$Jhd}`m*|no*EQmr* zQ1lr4@X=HeC^#xVl29d9t$Z&vV4)fdv%_5PNt`X=XXzpc^YB=VTTT_!D^H0R?`7g> zNE1b>VxkZI$Qna`N3|6Ya_~i;UE?r;J!Fm)*`mp*jS1s4j0?+P-T9M6)n|$v_9+T| zUkkfN5g<=ENNxY7B?K-MqoCif3evoc+C;6Mx>pp&EHQi0^E#_QPxIiKf=2Y#WKMMb zshc7+v`R~(Dsabwd>dYrN(F(&0mkY>Tqr(cwvK$asAnkw!iTWp(g2^bI6dm|ESolmz<=M+veZQy0R?ohg3%IZgX$tk_1Yv-@G zy^Wwp(8?hF53kfl%e|eFtxU@NNmv&+yT-58ZGpT$7jaxdZKVS=C%-cP>M3X3Of0I4 z`l$=jYGK_{y@+&E%nWLqVVmj2JZIZVFT2kAaL%@qzW247{+Ah-Qc@G?FSD^$7TSh> z-bmNRffv+squ+8cKvnHXHwjjL%Zm!}wwVM1ka=G#&Q+92e}k(U>92A-iMCSab0byD za2NKiHJm%?wwdl$o0KYeBhr14npa}n7BK2QUUU%3(8$;-(gem!S#)Xx~0~Zuys)GVT#rz>W zYQiV^vF@uGvfUTIk0-+C8^{OMzPv;bm!}`jKL7SJ{*8Qgi+bi`D#;NLzh%%@zJ+@Q zDI4a-38=VVo)QUj{r|Z73ZOcgrd`}UxVw9BC%C%>cX!vt-QC@t;O-C{LJ00oaCa{6 z_uhMdshT>~r>DDjcDi>@otd6~($u{qQ7@DyJEbm_e_>uI4|TGihr81ptdo26!{hOO z&P9!5?@%Y3M;g>Wo%lC)Xb9UO$%y=WK)AbSNf`bW<7ihF1e1rF8MOPq%H01^4xL8& zG-SQTbj66gvESc`A3}bHBvmThXIgMUZGvqi*RT2kO*=| zzlt^9m@*>X*ddVU+AaCia{NbYK)Y-AU#*=X@vLEb?T8pO3XVT*MMEQ*?tC7jLGJih z@}C|w0*IG)beo3tO)A2|-O+CBFo}L*UXXvf{&O0*8WN_p{OePesg=x(5&6b#sw1d^ zJXpi2P_Nj?^?1xt!|Yg?R`!@WR7HpQ5Hr%IwZikYf6s?|S#P1OmLBAp!P=Z0EGdEc??UnKK&-J^H_Fl0fVcPCF6vkMK#w3lVTO%?F+Ja6Cg zM%3kW?&`}`Zj9@DbGZ3-B~i0RA@GKKQ7@Q^clrK?47_fRrR&sTCsTh>wraCXkna#K zBvMdkbsnv9B5JRD=vb(*yC|Og-g@jKx{%soYaFss7?Yy*u!4v-3Y}X;K6ScKxh4S| z>~!1x)oJ}vw<@u*fs-!O%Hx8!{7dcO2r7aMT|xbt+YhDe2@^r0o@xH}dJL-X)rtSa!#OAw$Jw zBb^BBRtSNZr3a|SU#BK~o3gRnc8jd*FoOg?pGR>d~leZ%MO;-z9Uj9w!~trpZ8lTaG;CMao-z1QeYCY)f<=pGtu6_rX-dw9kE zki?&zEU%;Wv)`DQZ2L(IjDJBh1~~?S3bh;+0F20boBl) zuKH=*!a@U_^9MV6cannB7Y9PMSkZG+GP~(@Uk{S$#aGQn3#Z0d}fIk$81a_4>WGa6~{jOeGD#!S8R!62zi!WlYe+dI=AxA z0MzB|Y%P@C+FYNZe3>oRR)S!c&CpbPCo&V)){$>eS?X+}UJbEe^jwZl#_VoM4P@*u zM*KV@scU7kl%g}w=_|c5+1Eq6`8rBh(*vko5nL&=bK}3sP!eTq9gp z{*k@x{FDV+U+q4Hbw7oF!YrmcHp-~B*?m5u?9~AhG@+lj;>S6D;}E0a+Bl)vW_NZe z)(+)&Gt>C__NZgoHEV5f_>9YB>m?Avj{Akan0aFSeb2`;lfQfhxJ*!&T#19b9h`(z z0bJ6hwjqjhR~mK=y4mX(gSHcl;!@CdbYYl)Zr(7%{ZQkCQJbyj4)t+8DBq5l_VDh* zxmNOJg0mqO6$$z|rv8KeK(UB6R}=gyLSLX`5{mRR!H86{%jb1j?N}VrtnAAhtvE21 zchA4ZDw}I30bZ`Tf^V188i%)Gkwl?BZ_^qzar+|(IXyQNho)!b<4r$t4&f>{h_8UJ za5HMx+ryL>uBxRx9SWY+uD`F1+q-_xwRuSuekGkaFTo@CBiI>}7Wh$d;VSA(aCTEZ zX57vmHzKo#wy%)7zWdq#@!8KI|9Q}_I?iflm2dp;Nz-ns$T1~Rlu9sl-I`PKwR%)s zzl;jlm&diaZRSf&a@GHPWNjdb1^7QSNR9lj96{ zn5|{HHf*aeZ1)B=972_bMU?nJvEMbUWoDWxejQK$xuZD+c}d|aVQyUz~xOx z(>)=#w=b4$6{!V0j$+a6h`hYhR?jyuk8`Uyqb{zxz29G3B1JFSPP-D51-q7^pFMaD zuW*8{zhLrU4GQ`(ej5=ZL+f^CVwaTwp1w_-BiY6LRV5#1kVJGR?)529b00O8V?75F zk9=i4C(wML!t-ipJ30r;qhIXF*OGuv3p=}s6U8;I3sPWrC8r9RNwdU~^y-Zk@Ty5! z)86~5_P(29=#)pCQG0#$61<^+I1lcqM-{ipCMxIYX1eqVgj0v$T~~B`r|M$p}d>X{dN$nBbiMwY<;5_3!dN3+sQXT>aPb{<`i&EqS}+I^Lz= z-Y-4&O%sqn5ZD$hLU7zk3o4I-1iZl0267k%p=a+=?u>*SMhqfO_%@5XQoA*JC>*|M zte_07o`bgbsYQD2is#lNK~Sv7#W)yJ8xnLjOYQPNI?Je%fS=lM78>KJR$zcqEB=zg znv=2MiX*6ot2QEN@TS!i@xULj7fWsHBZ-%II7Xifu+Tc5ra_6Cl{(~8>E6p2-{anb zK#ZVa5S&>R(cMT&njeA$l1>XJ*SN)O*nbuxI#mVTbmve>#5 zrU4Cu!!ZU6TMUs$!k14T*K8_XbfUCcsWs@CI%H5+K(ZYzv8WVn@cc|dC2CM>snSk{ z$WXIRyup@JBjv7^n6IEj_O+#_Z`j3hjV2IO3uyWznh1LLT2A3;dQE4vO7qc8)eW2#=gMih zd6cy(WbbIS&qj`Ql_wk-E%ERmRz>(!%2%6|iooaM#q8T2w?xUU&`h zv_h`hXe&oY&5Y70<*vat9*?Ub5Ho`C09r%XAt8o*QKS4)T{IR&XNCyu@_33b;CCRO zA31(BLqcbrr*t(O+O#Z+Op3THip>n)5Pp+Kp@7>e6MV7&MFN(eUQ=Jdbw_Z~xX0Ct z!XT_V*fAyZ_3|mLB33-*nC0nJry|ZWl>^_D@1 z$B7hN-IsF&OnC{4D%;ENxJ%$x`(OHFA{i}2G^CHQ6PKpxO62(bF`zXn^RgcM+)kMJ zvrXp%L~~%NTVWS9RB=S*;8fM%iXy(zSLU`+N(&2|Stlhv)!ZwykSQ&N)T+L0LWI^N zOZ$r{Nsp$8BE2~v#mX^5x5~h5XNSR~FO_BT;O2h;?oJ>z?f@);7pjb9bwQm#TX_5c znV1|B2$Rn(0%u5LxUPJI8)?e;6cOr*>-w7e@_tB- zxtNEH9F`r2cH$-;Dg=Z}K7!&tXD_RA15e*TUUXOF6;Kzgd^Z6V$)6W8BUT_>`i7NF zX8K>vmJ87dP0?W3LZg;8ZsaRp^fM8m98$k~tVuy)Di73#R#pJGZ0#EUe*6FhnTf-*SRiqeMlRQ>X_BZ^^hTsa_om<50G8_#FM& zON18uams}7Q7lzt@ilv;I|uwpN=DfKe5kq3GVKJ2Q@e%wC2&&1azI4;J|!v2T&fKK z&(NWPr>Zjd)#SY7aPr+jCk0mVi9GU1&pC;N#jzFSi6n@p#CVb>*S4(V_KSIu{SajsZ?|a-&{2@h0lVo546QM8J)mFOKk*|5E#{2yTVY4*!kyR8&66ksZ`u(72zjbBf4XR-s2$ZY+VkW)~dUvZP%uBZ|DFQ=TQF zeagQTBxEF#Xz?q(WrgN}c06BQ{lQkoKPDeEwEP7Hk(_d?;mV+}lKj04(DktSiv0pM zm6|I(_EQcyY<8L?F0tOgHlXT=?}!iv5yGShVH}Uy*w#PC49;Y*hlc&f@dpVsM_&)E zM!jdWI%}O#(+M{`f)WilHW(NnR9b9868t0=Ujlz5|VUgV?%Rb4wG-6BUE!k;g^ zXYoio@>Yq2|79&dY?h@6aE~J)b0gNoKfT>b;rCG&Z5dD`ApL-g!x1K4 zQos%2OLkNu#$He93aw#PL<&^9{z3qbPg9LwF}4SLAOth+L9%Q;W?Wn{xOd-z&Jt!3 z2FPH3fj6a{CCm2`gd@JW3lE5x-{nfPZ^6}6#1$He&mhg?^&LWSKyJGi;hgk?JP6#M zTGB16{!&g9g3nrdz|WpEBwP%#JB&TXSid7A>GBR~Oj?9BTk&iSG@BGSaHgDg*ayw` z=p2LmxBU@{p{B2BDMA^MtHb?%-kj)n$kNLD%owiY*obbrV0Q>a9XUH{HcLrGPcV{g z#I9|4=uV- z>JdAbixfUTMzjb@QS$GP5b+Q=F_dWvu0;AwP_A|P`mb-ZTuq()6kq28s!&W;JGFmv zLEwOd&Nf5J0@}MMb%ia1Jg6s#)aUu2e9(Lftp8cSxtFNt2}8L$SpB2j_wl~9Ljme- zKJR^3@KiT{#M9-9NuljSKBJPwcTre$)`01qFqo4Rp^x?|lue&&9=$pdA=5^br7*Uy zqtONU}RxW=fRn>y6;+qCW3? zeTJ|E*{O6h-Ai>YvJBC18D_pIm?6GYAbm8EHLznNV?yI6TiA+=CKAC&!=*|Hy%b_6unefA;Li+M0)@O~O3xU_2u#XWEoKNJ97J&_?%8QT3zndRZAXKAa z_KLNg*BPzPahq@N08f+&Ar(R)<$3E8@ALiB?Klm2WiTgig167|`rZw^^-iZX+Vyqj zp2xn-JUi?`!T_;lwmehzx58Af#w2sEP91OVTl?KNL1;rl;&ewS=bwgquDdblhx{39 zLs;Tj?oFP+Xn;chn|%gB^)c-)~tBY# z;(%#`gO>RAk2P4Mi&3_m+8iV{UIL4vdC)aBKG*W)Tk<@Z@0)H8&awxPVVM%je|R$; z<1AaQTAYJ9cqA;`;qEvyO2M*JtjWs$oVR6a%c=xqJ(cO&dKs7Tf^8aR!rO??iYoy> z)+2OV(+|M3`>esMZ1WTjo@@JK7m?QaU3Z3_vj^d83t|V7g7IM1jjz9G)}(HlP+t`u|vR4ht4Z*@K{KMv0D6N|tLuFm1fn%7HQIfd$>CHFTn?T^W4H2^;~5C#K)# z5{mGTzhf7etjy~{aAj$Vz7}Gg5zZ>C4@yV461-K}hnvRsXsO`a!0qw>H)UlZeqJY~ zx}3?fSi13ejD|edv~5w!dn*0xr_?F)LHgT>dBkE9o14ZK{RUHY-$MEft^oj99mwPj z*$b{mSQ<&WB?IF&;T6YRA|U&h)1s-0OMYnX zD!hLmT|1gvcuSwDKSO=8rV46YBm!c+wgwzATF`G)9)&=Qqlc`W_kvyz&twf{>;5=r zRne8MDX*mCp6E_}EauaD&F*sWkv_L8M+Shkb%NpdG~Q&|wvuA6uCU9y;@0--XUOnX z&kG7l-9q<*FamsY%^Kar^}0jVBLuLYRi(n}DlOugx#f&6Jap-k$2MwS(30YPr`ZEx zkCW%JpY>OP^$mv)qTYX|Kydr%=@viF{H|WY$E#VX=j>C$>mLb@H=N|V!$%WfKJTzO zoLhjdIb6>+xsF|Dn5u(rQwR8QJd>Z>`;UdIr-FI(yvOl^q^IQ=`vyK3nWjXFVK>Hu zAI)QbD7CX}Y^9lk{B#=iYEqdJb@UoN_M_(6=~9zZl$6y6Jf>m?WTR)S;~SBTbjpPf z^m0<|Cv`>+GXt~h;7)dp)c`Mz7rX*UpS`|A&u5lV^X+=>2dgF@_9IpSr+>!D{#H?U zG^5lMb?lh~L@InQze&^cO}!A(9i|HTXPlYG3f^KsESj0@jCHlM52o_#FNLesj`w1p zf3&~8;jDEFj+SM-^9jmi?cS`k%_K9v-JYs(W25K8@aWoSk318ebAQJ9%%rP%pYFPP?)WyT0!8U2|83n>QQp z(hVaIIOSXDBkDC{>wL}gR3-Pj-z@{456?1GuEOU0fJWULMV#~dI4*~JH~jVX_UDhO zrI*QhU(6F+7?bm(A^i2bVPypf>`g&Gn6_c>S4+rTK7VseYQaJ07;x5@Bo8r`?W^ft zh?&}peL_Gtpv-0a%1+mNCB?Rq|NU~v$N0(D0|}I~ee_}-PQcZFrsG*>y8p@S4o7I? zcC@z;5Zrh*ZHt&y>GTmTzeBzLi@P_UVqg31UMJ*%sUm*;BhQ}nH~Z9AW&{<61|2DS z4YY}}SeKxSXTfj_QTBnACCALxT{fVmC~i^V`7fuh*WM354J>9~uV6v&dU&tT?-5YV zSI@d}t#*t9Bxg-=?-@ZCUipv*^*fm$E|`=g38vdr1-Uqb=>sT6YbFl(0YqFNZp~iO!bO5tL|My)3y(b>Tz-XKz-|% zckwcE5&p0$zWG9CPbJ>t@_-r_h}05n%8xa19uxSTQ9ZPMsf}%NGo2^4^S|{%WJ9~q2W1a3gAPUs4^C5d+&i3M3<`AZ8vu6l$unYCdw`4WrX)m$>RTHu9 z^^H}3-|6*topW-tUaa1$5#O{3a=j0I;M(`?1o)13Ed^dd659kMZFTd;7cy6M@-mNA z@czzw1UkXBr_@5my-+JKJfap0+pYg$uh5C9ono)Zpd5qG93q~^*%y?{tUD*W< zZ9?;nJ2iL8WZhovFiyp4$DN%Y+q5{4E0&qsZZof{#BjWS-x5{@H(?h{^1~(Ca8P#e z6axd~9ey~uS>SzQ2@-nJ%@D3P|BgK%(~^hAI5sOCWe0*CA18U1mR)& z*VkOJIg!@b*K)F)?pb4?@m+v8*i|jjV?S$T%|LArC9IN7FcfB6CuQyrr)=dei3_~2 zy=GRyMYwUw`S3fA{^E@6qZfNNjy}^jMk5nw(tbh@*f|}0e8NAB_>ezeqmBF4?!?Rs zdY#LJW^m+iIvrg`mguTwal9jrlN;)CzKryE$z#7fa~qzPI(!|W&b^n#xv-kP$&yva zzOa&iFpHzv)t$O>XD{1 zMGyQVXBp|7!#BJnFifNL0*I>6o~dLwDF=?p4bxG+RPZSKm#rL`WLhooEX(aVyZ9Fr~H zs~x2*_52b|S=Aspku1|FKKij!na2l7Ad`ap`$&zzZq{psTjhn82xyy|-wqWQgGQHr zp#_YJG>UKb@Z`NF( zcXR?S?*e64{`BJ36+m;x6OOUD&Jb?zwh9F?8Fz3TUG*FStE{hv6USuhPZqr%%(zsl z7_4C_6@$@kKs_V*W>2C}%o)9}35JYWL7MAWx+w$&HGisKmA!tFP)9U9L}3(b3lCPgJl2o=o|-*A{A$(1maaG=2#gK~roSU@cG4lXH5 zU)2nprIR0}pZFqUsb8|WGJ-akoISq~`J-FMf^@iJ&SjGIP1JTOgxgY2e|bm>YrHYs z{TC=~tt?HOI1~KuKXUHJT|GbARg|}l)(50oDJG^Bq{LL!{iL~D>!coBgNow{2gXTh zE1asRe1EST?E^HOzk7ZqSBwQ9@Tq8XE;qN+V5H_`XQ?ZZOv=^N!&uvSi51J_k9ZqO z$=B#Fr*X3*MQHA=J!4G8!#CII<^Li+Hck~>&Ti*Gg00wTo7=6Jyr#lyP*g9k3^gLi zJKfvC3p3Hjv`b|8o)59u;}zf(w4+M;w=%LXWr>S?{_}L~nHp+EqV5Z=?_PEMD~;G) z{AqZ_@AgenIHecFA0W*&m5izs3vw%_chU-Ou|kzHLG-o@4CL`giWJ0(n6{PpX};_c zMv7hoiL^##`hQiEY@`B;TUA#zl!mz3KO?7O(}W5xxha=ks7BSSM9tb(Urd1~4L#X2 zfh^^k*aR5!G!?mwRP$xbKXI}HPy4>t6k?#&zb2&A%lIrVd_2P8fx{_<%=1|W!M|CJ z+KajT0H(SdWBsI%6y4^l!C6fUjmKHdA9Z1`FKBS%vf+{s-Uj^IqM{hdEGVrB4Y^-C zoV#*Ky&jw3&ahSQDt<_z--*JIhJ#hYEfO$!sha}a5N8a3DdB`WQRdVXDMdq8i1C&v znO2j#tl`manVs7gQa1K9=VF5h-Fn6XEx@k7s+cw=*~`e!D?Q+GEfz#O5g=C&82 z8}YjBb!NlZ-a!^pqJB&EO=2#f`7Y|{r6ax&%+r;g?WC(Pq~prV!|$$>V*Aj!x!#>+ z3&9Ea`aZm$udj1{JU(rozfIiK5$V0(9&g{Qr)|=LzdLt$KLinWeZP3<{W!Ci=b*poLd*MW&>?XWs$M{xk=>&A!AN88TOuf1~_jQR!=twG@9@p1ky zy==N1oVkQFFIkL6^lyD`WoFL(nuMOLsTtjbs+@uj$d`22xbB2v zwA)E^Yob!C8%||IAj`w7d;q~Wt>EI?@(iUG*C?e*Vw zX=GEpWQhOXicMdpTgbi;%kODm*0LusW3+ma&Ym2{jt`E`MQ(i+623tYc->w+3|kCC zv$x8zv+8bMo^IY)aXfuxd?@OScsZRO=eJ!YI<4hW|Ah7;B&<3;)m+f7v%NCFx?dLc zO;=t*yAz?Ui+rXiYB@vh_T`-^XXD^gMUgEXPrpZK9;6u&kfkXv)4T;T?_z%cs`-V} z@Q9J*48o!C;C@rGf8N%DP?fY>C`aH!gRm+dua}dH89HP<=tPY`Xmjo2R{Y7^_>)Uy z+2vFmop8=%v7xWHiNn)Ohl1CL-qQ3;GG-jo!$b!8CCWU_U=`+2sBLIA3IZXg4$U-?zm6aK%Ikd+gP=_-&9R8ej*^3qH`eDlhJCM z?~b_|lt(<_-c+ML4VR^T{(Cs~uQR<2 z3YGMD#pAsOERMOv%uc;sqdMJ2={FiCqamqEpqu1E zuLO&hVwX^U-vQXzW2v@QH;T}jpU1z&BBxEuB)b=Z$&aF?5Gy@VMpXKyKfBy;&~B`I z5%=}=Ipgkf$6T3>cziYP3QK2`W5DhQ`8{T?i_^R7vVWuDvJpcidoZ{#NWgvAO~*6c z$;or3mF{?P&Y_S_Mq4JIPLRix*SaZ6I`UcmMLXb4-3>TvEuuLPkoE2GBg5cv9XRzc z+lPxNyb7inMN=bI+Q*E@3^JE3w73c8E_6BxUcQb!qOdM-Ow^p5QXLmM3%$^6o#;uk2Lc<7b+UfFz791@RLg~2#j<9{QtGV z`>(^D+&X|eM=Liy$!XUU%B3unCLcW%#ERKbv zR5~r-dAmOsGCE%;fkpVwhGA6rMZ+k6WRnEU^ivE}pQ}S#x+BoGJlhdqea8XgU6 z|Cx~OYUSw;m5-s!gN=F;y%F?RU7yph^N&C2mffY$FfkeVsQ?O;7Pd0!k=AR;2#`0%J3 zR2{;K`?meQzdK))lBX~5zSs>?b4#Q!Bk22ZdpkcsIQ)9OJ2)7HbhCe6_dt}J7kW+P zm)tAz6i0L+$p6Mnya7Bvz6~n6pG#D}UHW{qkE;6lJOQ^34_F;9gY)KRcTuCrf&%=U zD!(2t7wYnWCpV`rto{}!o&sLX9N|>tX2D~L#-&`s^z3AA@0nC>%cgK{653^o4M!?$ zu;@g5JbRh4bGQ*ym~sch&d~=&FqA8ADIUdh=T*fQ$(L(<6y8|GQ!{L!Zkd&q-oDcO zvL3X|=z!K&BDtorNLzf!rVh(Wn8z8g6(ky!Vb||Dm17N>y$g)9nqN8(88w~nY;rSG z4{ZuFqYrILGl>puDl;<&MP$GVqtemeEywdC0Japa}=WATuI z%&IofP7x*DPq>tLn{`S_EY&-94kDTl!QrDuz`4sVCa7f)AI?J&r97UgZtpx(J*RuK z#0De?uKKWR310`eNr!FmhjNsxQ`C zMw|7MN-E!0qVyO1&e*C~m|Ozyt*sY-aR8`y6eq%PEj8>Fzaf3DzV~7M!4mSBqn8_k zwWwt!&t_|1Tdt6OriH?>mzrhVm65@3X38u+r)^4(1&IJDCaWK&e47H1^m-YC3FkT1 zhBfJa!v+n`xow61SuBZ&-=NWjQMp2|E?3#=veYj0o%vVhu}nkRk!62rO+_)VwQpkhBr1Wj9@`#2gi4;N({ zu4wE1W{_!fdiW_&qUzp7U-TQva%*0WSqf=FOWOPgt#gyPmU}MgDG=@PKe-P0FHt|5M_DGQXMEyH0}E-^vHe@`Ti)kl=PUyB z=I$MuTw_a}i#&;0cEek*RuX{va7Y zqo&&sBpwHwyq=l)j~V_b!j%A6d$u1HMp_|mh8|PFF2xrgQw{vEHxsWIGFD_to07&J zlsUePJZ9Jsk*h??;M`3Gvj|Y_+S4*S+vrh#$l#PB>n7Le@0zpvQ36RHC47rBX4ht4 z-5ami@$@^nA#TQHlTHn#JzwlS=3AJfet0G@hyBRtUcOa|Wp0h`88hW*pBx#rspMFF zZM-7;{FtI!?TUOl89vak>BU?vgDl08{pwv$(}LWYVRo&`caot6-8i{dl|H5)jT~Zl zt>v543FbVf6M$xb1bpZHx(_!gF&{L%_d_&2T7C1@C7>PiYE$-Gy8pKskQxIC0qW~AI+RkdgJ0{S;^E%Z=5{qlcLKDl z0@ZR7X)wqjsint{sPlA#AQZg=eQm=}XVi7f>+<4s*i7K1S-^}1q>N3UOI4HzQJgA$EI%W&VRmZ;k`5kp^m+z-i zvJAv0?*VkgP%85av7k?IWSe(9kl5+3^%7%9WTcXC{X7(saKb|2vv6SF;^D8mk@!&Q z-*;RLreNv1+5lqaaafrcYc*1Fx@vC7ra%H&&DZm4MbVsa773pLFSI{NP7eu}ux8Bt zOH>ZI2GH(AA@vaV^DJ*0p~kldg*+d=GGiK_EXDxC{)~g{gpFx>zT{V_t6#A&XpJCuo^v z5+v~h%>p{Stvv=x{d1zy1P6GDLS}W1d?K+)*5*Nj3XGJ#(bFODgxDc1wS%5;7#xP4 zSBkVlRYT%42AWfV&<15VBti&%=cx_b{y@Pe`hFhXpkVC2)nG^#%;Dxv$QK>I0YfNm z(E>v_@KgX3f{9f}nDfoT*!`~~e*Xh1h)e$LRu6#kiW3+_3c}dss7L-&A@Et+V8WjS z!~!w`ml+o1`<-?GBsdShR+~O1J@zcqV{7?8l+&!7MeftoQM%7;HsnbVk&3u!WuWqxpxI_*c8LN+&jRb^yp06#+SL=y-B z;Q;Cb?{JwR`oM((aoj+CVo`(EXsHX~A}ZrkBN=I{r{T=hH~*>{#0UMR5wW55(Ci6 zmOpqbT_Xit)*rrIlG@HupPe{|%LzqAV&*hsfWml8hIL;UUU)CP5Z?FvhXno`{U7qZ ziUiFf#G@4woQ62~y}yHqg%=f*7={L$85@c`1cj^KfEWuL%Eh5f79|W4TndLd9~?A* zipA)J0xGUOIG8QaU(t~cp~Jrzg)kKwfkzAtl4R5D^S<}OF46f7grEZ<1kHxFS_g>* z3DMXMya3aoER-7NPp|<|&!0>Fpaj8TeTcX${8mtw;PFK8FKYR~2`KxKHG$&I$3C=d z*_8(EAY76LcC`7^m5`pHkogmL|Br#&%ffd$C&Q32I@vhB6G5sGI@#}rLWinbXy4*f z^(koS5Hgv1Rfgy$agP!d!!5u2@rA0V*AL`B>;s(qYjBP4DRFHBx8-z-NKFIz*J$yO zJTe1y+J=8<`W!>Fs31Er%yKC4HPT&o>a{;FDMcbfH_1~G{TXQ;#Tg}^ogU(JvdD&i zD=aKSKncRBea>0l$ZDAX2BUm8^h(xIK$W6HIHKP^^b65~EwTO001=Uf!TWdFnvI>kRgVRn4-}m3vkHH~2LuJc#?8gf!X#^I zXYOM03AFr`m7D!Pc;^3=2Y;FatE0M)`;qsM{S~~izn*Cj;S;YOX0kpapOP#Kn~^vg zu`Qt7(lS20!ty)kykuimO^d}#;Q_Oiq1VLt$;M~vI*UqqXc?Qr)MiWnxXCpaQtVjn zURU_|I0OWdUk_f+CvJKUbDaH=!4W`iA4!Epv>YwZVk6wMp-+c>K~SS6B1cnfxG(Uj z>cJa9z;wP?pK@o##Ylo1SU0GP%mPmoeFoG)9=FB_2 z2X+cDZ9vU-zzAWuy}y#$874fqQ9<*9-DRRZ5D(|oTvZw7CMYf~19`G}N0eHi8t%p`DQgHnEck2w_zYfeD5)McFrA9tU*=-&$)t7SV)f z880IdFA2mx-uK%!3+K*y9+#M@UGwMJy$bHVniTNRj{K=&2|7;#_0Y3@`&>4&kmjak zpYDr{_5KUHe$q6kB+4Ga!hDu>oNnvK`&$mnXL-xI<(brn=HWw%F7A3=mKR|1Yi8EY zY@f?^d%y)99KWa(uisO5XqpliF>O9U%Jam&Cl3DMFMZlY>m7Y!f{5U@RmZBOiJy%4T#w{T4PZ~WTg7YPG?2uz_~mIA47sIK^M z`(9m0#9@PyZeV{63AP2+!k_?Vc;tffFzU$(-qrTEUaPjc0N-2hxB+{=o2<>B!K+(& zf?1r%dQZ!I@YRnDqa-c<#F$ry9rMqYA*ed$tFaC^I^kA)WZg)Z`I&wdYg#dPk&OV+ zyMER!u`J5Q=*#CmOrZyYbTJe&;&(<}9cn6Cw^^sCJ_?&KE=K@fHLA+6>k*e6 zQC)rwVNg*m|tA zd_Ca&$K*eg@*nc-gJE|jh;^aoP;Aq=6#qTsP_}(i_mf`@q0{_eKls&kdMSzVe!*~F#Sjp>w?_>a&DuETkiB9s{skJxJYt88H z{~XHyu>L=;iI?$kwdoD<56>?}iW)UVG|y)^w+}mMm-M5W#1Ts}8aM*dzyWlYw-ylsv*on*%}fG>J(t{>{fvY=)LuGgY?Wi;6~tvbSs2tIn2!fNHT)jl)cvqFQ~)L z!&$>2g)-SpgczMeK!kqe=xiJb3fvqDw7O&fLcQ@zi6T_WQIS`A?Av6By5aVEgOH>xSm=~SY4nYhvyI(?o$XJ^hI zWFPnX0Q!4jkYSwR7fkyF&-}v7es2^1eYWKLk5zm%&%RMMhdzBwTt4N&^Rh9}|1*5} zTIzh_>u&amk0gO4^3QZie-N zNj~w>e!I;z&EStzGZ{Idop`|7o#8cB@%Y9^`)!@<5fD8@fme_%F=@&ENdhs3zg z&L^=dU%M#A$1sn?_pkgJQWx@ljP!{$BNw19!f+e1nZ)>KP_&TP)yRucxDMuSWk68J1` zO%+LpZJ6~WJ|1%^iC-b+7Ltf3op}*SJb^@inQ_lbI2ZFu5<84sg}PGyBsnmzM_r5I zP=Mr@NDA!lB#>A-l93qB=cGX5*W*c%#0vQ5Gm==PqkP8ne`!;v)YrM3wKbEft0qnu zKd$oJu@z&=%Sua%M>~o}oilR8@WO&&`9tlt%#2iPa*`!6J~})^AFR`;Re=FYg(M0L zGRiFF4Q98s!7W)W6&0C0ZfV4X#(oJ6ZZjs84=m$0H^{}z14}xvNJ0YEFqcKoEj7DYgSpII zzIbkXSwktd*P&6DSW0HAGc%w=t-+uML+(^dO9x9G#pHmHS~k2xfIuDZ)-5KNHO_KZ zRlCYc4G9T#avGG#ZMl^t?f|(h^E^IgxW?R(vA=y?f2SU1Hl%B3S!Oj(b-Bextkf=+ zwYRTvhormHET!(WWk;fM%Cp@WmeMkJx&<4noYdC=b1Rbd7IXV?z`=I$$P7+^ecx6gR_6g9jY;^g6fDz;pKZ=0rGo z&Z^#=f4=GsmIS_3WevXX#dD+Gt7e)rGtm3;cQSrszS%8W8)i1m&UWW`NjsE#60eXYM0w?X>o^Jim3o5nE4vat8vLyeAV3HC2nYF^3`(N z%S!pU%w_Ejr8Gd^mZjRY2XeiKJMzqiow@iHe^AHA;f^f9MX{E(yJpRC$2S;e;r^Us zb{P`fjyiN-oy9e~j<1qM?@l|6-6hC9%C&HAr7ABa>@x@X+ z5;OF;Tym7JXz@t1iy5G|81~{T!9xSu!HAe#Qo*xCUbUpckWiOE_HTw{@Qq24><;YL zf0iB-`o={4{Or)EG#^l!xomc6zX1+tRN)(-ueHI)DR5u-I>s7-d^sz6v&3Y)axqQ7 zX5=KkiqU2_RGD3t*_JvB?jc8&i_eYwT3+AE8cSt$y-Qwg-!7>g5TpD8in$>HvwI^# z3GTu2bVKj5%JDIByf0dDTK3r9Y;${{f2Fdfoi}drH3(+Bf^gDG>)6I?3PSVn(k#c* z%~IZI!RLVT_Qp={s+sK_4o7=SS;O4nyba6PS?!h@*GPjr)=91vhGo2~P^e^;wZ)kk zc=i-`SlHU?4hLIXQ}5ct-)Gj=x;z3CN*apmI+8HYwa1JPIC84MQ+Xnfn0bV^e>4dr zfpU4n9tXfGIaiVs#M6r?UCGk}aAUAYhR)$< zQhS31&netcE-*0KiXv~)-0Ah!f4UM58oKHdaH~y4)w|rPbUgbN$>(CZFLkw+dTO`C7md<#HXq9kEgqt_?1rTz?ft+^g!`b?LlQ z*StD;JL}z0VHu9gPHifzyd!&Ed#EKxzBchvP$#e9P~q61#ziRxjACbXf8?Y9Esng& zf>})sX7siMO*OdH=`2+nC}lPtiIR1;EVaRx34B^&vPP$Nt8CaHe)F)##xF@lazI@j z4PK6|@fEig)kC+G^mH5SIqgaAleuOw0U#}6f;5L+iH)nR3 zg<6C7sEIxFZL}; zf^abfN>N8pB91x*%TUT9)Rm|kP=`?8q5^T~iP&Nu_Q978V+}LbFoRO~ z(PJ{kcM3mvOzDX4e?6uQ#CL?_gl{SD8;X5R_=<3h@Fn42RI-b3loG!nd`|d`@G0RF z!aoWBARO_SREUo$_7UMjk1-T+*kg=AeBd$K5$_Y;BfLv^hl;#Sv9}0s65b%ZPWU_F z5aBh#-w1ytyh?b5@G=eJAmJs#i-Z@b+rLoBKNFrOJV$tze{g{C4B=_QQ-uA5C#lUR z2!Eo)eT2P)#|e7~orK2-j}mqhb`f?GJcJHUTn@rb*x`xGMLa^-PS{4+N_f~4myLLc z@F3NDfN($IKEl0(dkA+^^}7gL2%8Ca67C?}PEFrN*hJNDCEP-|nQ#-~MyhuMVI$#s z!XF9O5jGI6f2F3^Q}uO(YY6Rxs|jnV!WzO=gw=#A34b75;W6YPE+?!atR!4USV34$ zxRkJru#~Wba0y{Cp^dPJ&`MZHxR}sFX!gVoMO;K!K$uUskZ=KE9$_xwe8L>UY{D!; z6JaKykgbZNgiGH>v422(MFPf2YO{5ndzwjT-wa)q9oj3gKnKLBdOf7pdM0)bw8n zf2P4dPk4^{d)5|i5o&rnVH;s9;bFol(TE2K_j@A7BkuD=OhDZ0 ziI|AE#}hFLaknSJfw+r`Y@s5XsmPsFCb*;by{3o`@>Mja2;x z!bZaNG^9UL$?K@(2Ew(Th-$=oD!Gnue+{AC6YfG>?Fp|#to4LXMXd3JPeWYg2|pLH z+7mtnaV6#bfl6LMMJ{*jKpqP&i~lmHBL1*;Lj2RHr%?M*PiiK|dr%!HH);p!5!80n zHq=(s!>ET)527AG-H*Btbua23)ZM7NP+L%&QFp56#&1I1in;}LGwLSPji?(?e;ZNP zqyC7xPBk}v1L|7Tdel19XqE7jZ~`Vnyl@gZ7vkAUPZ+-(FY|=*t+j~I>IvanYa!uc zLJOgpa1mhvVLstP!Ucqpgb^M+$8bU+p@1-qkWUy&$Rp$uay-F&pJo%X2%&@!f}Rje z2qNe_xG0@WOVAM11Qj8W5a7}Af2CGBrXc@?>OvhweS!KM^%*Yb2dMW^@1fpBy@Pri z^%gG6o2WNXPoVyU+K1YUdK`5JF2(JrPPU3Xz04EBxBOCa&Jw~UgvEq5LJ6Um{4ko} zAQTZs5ze70M-ajZVH|rzQ4~Cm_A(Ru!2&IHXLIMrmOo%6#2u4C2!9a*5#1Nusno)#E$8E@N)K93B zs1v9kae;q8eUJJMbsY6A>Kk0uuTfv2K0*Bx^$*k$)W@igP#@yz9z?x_dJ**k>My82 zqn<}Shk6!u0QC&26ZIIbfB2)Q-Kbrtov7RR>I>cE;}wMEgn6D2ycJ?|3Fnhr<`8BR zW)YeQGYO4^2Eq)&biy>kRKgTOJ)w@^BAiErecL96x7D`IYFpHHL)#%t2)MUxSKEO$ zvD3TX5!zNTqI^}`e|2p_IOYq`#)5frLYpS2d{M3Mo1GJzo10fQZ*G3FS+TNtL$k00 zLxQ7Or7ORvVuAC61q}8HUeKfV3to??Zr&^O0D~`u9*37*e~1pa039*UcD{4&*7Kcn zY_puRx6X3L&nlWFG}&f48*L5F8MbN8>075cr`qbBQ?}MS&rI3TIUX8)GYXmWlcC_+A1g{BAL= zG95EXng(Nwe^F>L9yT5`iY;-+;)In3796`Wc0;Tfj4uMc#KgyJh}j&oBSsM{2Sja4 z=&DemC1h2IkQL$xc{Sv4hy)>9LWJNA!JC731d9`cX9Ry4>zT_=vT>xy&}b>apce{<+;Ipq#rQc8J|cA|EMR@|&* z4y`q<{7bc0EjZMe@ukYE61*w~A~Q1vOpg!)ag}zli1>2xPmKSHUjd9=2es*yodMoS zmF~c*DQ>pbom|6T9o6-2!-Ln7`wKvg9#8)+8t&7rI)A0p0y%kdywc)o6hOfxBMLcIwD`1iI ze%3k=Sf-VuO-^cUo6&}?U%7T`rRTe}lFDa*_X?vEQ@v|Gy1zEAxHb+J7VR z&4Bx~HF^gB!xDgiI{|t&!YR8Pzix-Eup1tSf2ZIDcn!W`YG{Df@FaW;pTpPuPYhT9 zi(qjq4SqB0`GaBs=*0b?geU;-3GZh;4|zYs10twj%0`SuN!C*--cWDX>1jP1dpdhw zR%$>m*VPLzV(Ky0(*g^j4VJ)CSO%BE3b+hb zf5IQ&Dp&(+;cE27N(^5E>tH=x3mf1%_#<2o8{r1H5pIH;;TE_RHooafwo`vV& zdH6H@1$V}a@Ddz^m*JKFDCgO}6drpO{tAD?y> zH?hRqSmr%nsSmN#Kj1Sg*@Y#k9F=)j&izzw;Skn63`bZX9A^TY1TTj8>fI!-f6%S+ zI`Y-yt8=gHXTBagFwR%#fxflbjy~Rw>&at0yves3k6_sj^kA?52KU;_zSSXr@53_O z7d+>n&lk`8R)V+lL|@$(G`Yhv&VGfAP=obU2Eh=KMlli7()jzVIi${4V$xdc(S`$1-Zuj}B&*?VS#~S zyh)dwYYwg)Z^=)MRY-wKQ4tuBl3#3bUUF{Y%j)QqIAcn*8flC}c0a8MI`Oq4=;V1) z>B)VTWrib%?iJEu|?tWyLTqGIC$0z-n-Ln<1(Z;efkQmdnq zW8;!}Tglxc&?8aa6Vfw^a7Y9zyvOg7ovuBQRh2 zK{^z`9lgGd7dGyW)kH*SfdBq6!SVH&)4?7i<@~tJ)T2@Zzc`zX}Gl7*|a^J-xqirSW!={y`_H2vJ8hg&_ zjfJI|ktL?#^%b{2F|2Y}JiD^2W%8)hu#^mGZbnLK_3~PKO=+H9oip(Q_Cd<1w8$Q} z!Cut;e`DsDtk|CGqB2YPUvW?Lej#ZU7QCjfChvLTApHs9c?g1N)(8n;_07`Ce+m;; zBXzR+$A)IfQ_bQ(rg5ky^Qm^HAL=UNFX*pBxWNqj{=@p{spRk=y72Qt^Yd}*C?kB= zIKTQM!c78q5Z_XgR#d7Zi>9=du73TdD%YLwf341+_rYHgr&AjT3C8kLj~Iq9Bn@4k=0BlV$1t06Sb8fO|3tF@$CirVgYa;5|8!l!#Sh}DZJnv&BoM&~DfBv%&D_Z_pxb z4dIN7$dV9pS`a6v4pwz9=AIF*QU$3M3fvGqIc$w8n1_Q^Jxkf&c=&ug^flxpbxev0 zkA6+h0ZkOX8Cav#JsUOADf}u~?>!+lp}$h#F`vHz!a9W;9FaOBn2Z6b!EAg$f3#M| z#s%m#7<`LY{jb5Wv;)`@+Mv5k8e+c?&toL*2HboK?!CU03opEu&(fm(1ASHOOa4Y2T z?axOZjU(TwlX+~XmXoFIN=z)YkJ`)Zc+a8sZ4Na~%%Li*370oVIR81Y!#>%!Iry2u z--gJ2c=mK*r1v8GpY+n}%>f5e{;&{yx07!|WFLp{)Be| z56o_UXyNeiaF&soA7_oyXd>goySq)9v2o$*x`)2mw7I)udQ^fnE|>PJv=Z+)>~OI6 zJ<(3PCE2%Yl6=(osP++%f4h(tE&tn_s3Z*nZwI1=OiGgdlC+mKfdjO7(-O|(!PkUdPb*3C^O0H4Y z6Q?!N9@d$1ttmMsEjyw!=B8M4Ou8hsUaeH(i=gQ~-W!&l>kaiJf3tUb!{k$TBl~^&+Iy$yfn6)b@TdP%L;4w(bua41b zqW7{)Txy&5*e<_#O}=mN4l^f*c2h{M zp1*_?o@39=4avnx@BU3Y8L(~^#&2WshL%|doS5<*Ez9Nif3~tGl^1J_S;HqMrmXp2!#jl$z5e<-;qN0^qsVnoG;aotnY^roej zuCd#7rlBc4Dd{yeRjK8-lnFD`daXjC#cNQ2D(`2C7)3IK;ro8yeP6inG~V}_@Kp^l zr|w>+;)PdZiKeG1e&H!54|3mkmKFNF!}LDZ%C~*}ZhsXqRd;@N>&+kDREgZQ@xz

    _1m?wNAILraP( zmfy$kZE+WgcrC|48eHbPw@Fg&6*fW$7=@=CDhNrI2Z>LH={uE5t);W?p^>HUazs>X zdv7=7w@1EPe0O}ms$TDu{|_-=0^L@1u6sref9D)YNAoOM)6qQ3mgP|%V#&7TICh-b zaRxghAqg2ALVy5C3Us1CZbw$Rw0-5?w>l(t9Mb?DNZZ>MZu=+~T3+XNtv>qdw>t3J zTZomn_c@ZRICcnub>GrjmaI6^+5h(s-~a9ZY}aC5Levsoy!-y=PTp3|piJC{#v{Xr zeUFk`l-FGZ>ux~0 zkxvWjo@OITKXnO%w=$-&PoMXit}<@#a2a$ttk;mSQ+B5))&tP zhAL(Q&BDrLr+MJ+wGl^lbBi?@_Nn(NsM433IyK4g(KC&!8!b*+L4nv(GN>b7NSaFO zsx?0z@)9`Ruy(T8v3GTwTJFpAMy_%$d_22OMT$xvGsnAOc51)+1|Z=cq!)Rne^S3X zu#aDGC)^3f47+lKiNJiFMkq8qqfCQ`uBBp;mRU5MWjf5He^|#mkq&O+! zR;ahciraQ=E5=qF`Rw}0rolFif0)E@v5cl;J)6?OY)~6rIlgOrAcmgW@u{6Do!x1Q zN9+L;?eIDDfi^DG9uLM^M-HzV{qSf+Zm?=6))I>0~~iW_2ws%`S78ra$^=`~9)|2MT6b%Fhqb7@V1`BKk=|91cJZ=K2Uoe!Ww zTyA@7+qP~G1D6#C?D02~f6w0E-Fo7g6L>Wy=859LJ`dNsw;QLc6b`IN2Xf4R11oYP z17&RmF#>v2oOT--qaOB;bXI1x4;e^RnKG&}?Wi$oc*O)9n*BNW0hV=f(I3F1z;hA; zmQG$EsW6d*PA3xMN|JTAC43p5Q7I)#_cElhr6H2C&?MT7qV)u0e{G0Hl4>y%fm#|$ zNEoGzxC@GH1f@}2G2y>fY8hT_gKG$0eM_tXYiOxdhpaS8F-S`+#sG#<%u+3k-XQb1 zT#R!TJDXKy4NQ6{Fcfpq_#(NmePL6m3L~qo zUY%5zHOBHQXb19_e?xHx3c_eVz=9`BXL@*zT&`tqBh7#LT1oh z@!>yX^)iyw1wBwNq5$q~LN)TZf6W16{L}@6^H>AkS(MF6 zVZ$?_+C}a{gnkFs4Bk|bG4X!DKgZ$=>Z*6Kx=IM@YLJ%bn$z({3r%#CcC?aET@A<8 zVj3L~Dcx;Jf3x4D1dRsvG1N2W@@Yw2tdKoFD+jbwqzgFlPqJ!?KnXFUWWG=;z`OU) zfFFM%xU#}Je{zmXUczoeXvB^^QI%MKl+}c2)4g8Q`^z82e-+2}$I*CP?1A%!?09k( zm7EjrMB3-tVP`&iaBegMGq#|p@>Jo*%BXgcGK&An)xKupj-Jwao8NCkS516uyg}>B zxTAy3&eGRZTsrpfW6_jTna~Ein?ExZZSw2Tu9nUDe}qHs=I}>3x2x!1P)g|5P(qB~0IPm)oSN}KuL82L{M_SJt5bq`I#|VSy(E8~*D{6J} zlb<`VSyVL>jkm|KcxV>gdrrI?X`g>(bdLW~)XD@^2LX~ zaX2`fe`~Zbq(mlR+)YE7wk;h_U++X)s@Ujd#FPmCygz2O7!=(PzW9L$U;aq1TyL|) z6IRYZnd{8)4fhl_JTUAvT8$E&A9^G}k!S)aLIu+cwad@(+U31ayF_E><>Me<#?O%g zO67cdL*=n))!F}er1T3Ofu@hV^pU>O-yHeFe_QtMU3W*3!<=V-bbqs8?CgEtdZ_2v z`o#R!(Aty0uF#*t;7USBE3Y};dr?}au2UmY(<~~VVL6mn1ySXB**J&}-t9K#Eb0lDgPh7Onv>CCON#F`oN~NBdMeC>P z#`Q3k;YH60ie9wr=b~$`a1oosDOOqfXS5q!8cD)SdzP^!I8cQcaPbx;i+{5|Qlj)8 zGrZK&{gm)$6#gvd4#TTkcl8g1jc5Tqe{k=V%?35MyUrs%#q-#cz>V8c6+$8|R61h> zO^q=|!3pK29hzCRrc*~nE!1$8tf)X|nwy6RmEg&+29BC(K>t6Gh+t$Xa3{t;ObBR^mO6Q4QWt}?z4OKf6#$r z8&0lTbN{-KO!hjZb(>6Xt<>iz4H!LQnU0m_AO69854`+nQEjnm!evwl9Rbe)N}Yqc z)k#6OdSV*U2PT+VbYE8Lb}!1YHNwZKvC%-{uN-?c1mz8 z3jIWBSLHSS`>F&L@78n<%e)?IAbq&%_Voluo&g*zn%sA@qXR4YD}>-|#VlR$L<*U^$M z(B_zji&-eF^kbs2y)JA~;HB3v@Gi$i%~XW@N;n&_Ge0GMDYFNgf4pDvh8CPAe&zd0 z1t5VEyy40ZtM8uohgfIEH-8z+1e#omkiQaV9l)y1NaUPD1#c#^5Haus9LCZxK?n3O z@!>mb9i|dtA{SsQUK~n28bKXjyc(TOpN!x&RJ&fSAC9HNaQngi6+O+b~ylZf1 z(2ahhvJC`k;|R!_r$N?)DvuZHJ747Wou{F`15%`7hYR`*x%;}>cms8YIGua=2M^r$ z?K3NS!Sjh19?X~iVs4x0E$nDFo7={F`*vn6nB&ZkA1$;zfABvZyYELIE4DrG;->~r zZj7bJPOKO?wK19=I|=JHh}Vn2yR3kH#m{k~OCUy-@Z!!RN>CnUQzXfF;Inp|sVO zE01nRJ$xbt`tY<_F7v)`{WwwwYWfBX=F@X|+mPu{l98AvHbNvwbH zfT>y|x0FZl;G9teRh$KOk?R*BL%YU7Yvq5DF-aO4UD`D}m1eJjLPBk~{GXR6cf#D zY4bD%^uEs3>sEL8nsNY&^j1%B;6{1*U0*jPCwc_aQE6MYqY8q zTD#8fGf)<%nYD*3&bZg%OXjwB_8lG!$hAgRu6G(u4vj=_(z6z?&KcvJ-b8LIu!tG> zf5H~v3w4P796|uXF{M)w>@1p|GLKVyI98+;$oy*1bzLKzY*DgTVKMi{t+J~U8AL=T z!7&K~%HKB|!&hFYqSPu(DZvRNFZljbAanUZJ`N&osFj@HwUUz;C~ktCFfSyn_Qgr- zMgoYhZSpI3?EBJWD`QP~;C7iUvoaDXf2J+8EynqyRvLZs$fs{>O78g7eb}B#HJtzA z@anYLnjYxKCMxd<_8~0b`kYAoJfa7cF*EJdQ+n+zb|OpBdh3LaER&sz?y(?yc$RDO zVQY{5fK)i!lC3=)OP0P(liGAV)?lTHe_($nWY$zDoKQ>XAgiHp(5kEOPq_RVe>h2` zxbjC_#;R#Tto6GDZ9_B$uCE1IbB(Goe66bSL{@2F(i4FRL7G^gkyTA&IZ5N)YZk+# z!qt{+>G8B`^i43Gkf_2YmT|0$U`Jk!KM% z_F2S)_@E&Y#$>_-9*7*CGGKtadQW9pgyA?QJi#$)`-HldBO0U0r~yF8qnP0*Km;+h zW-`nx#;f85zF-f1x@ra-|E3YOvYrQ+%X2tZVgIdx~!IITGElUe_cj?7ymjbvnGQLO_-_tZAfHLn7h#*frLgRt12XX-TIfpG8`7pe}VoXnJQoZ@EDCZUN>@Tq66+%DI2 z%P{MtQAh2hfq7La^p1O^&(BP z*orKx#P#T3^{9T9NugI#XbRpVCWZ4ZsZ^vRFpCwzJ{0hDTJPqMyDb;|D$e4Z8yl~4!Uar~$z7zq27=?|~T zO|Ff#-Z?$FR_X1CwQnyZSz1YpC`-@g{mr}2ZVCN;OY52je`Bt_etpC)XT@Sxo@?&( z^xl>qIMnZM2($+@7N4$bRm*`UZiJ2ao{LiacIM zm2xy(!nS}0Hi(_dN)av9Q12kfSY;<6HjDOWWn7=Rhb?4yZ9W5Uq|K7WiZ&1DyY!hd zYlTqE+~P;ne~A2E?e)b@NVgTLE>`MvJaa@++djH6Jdj)Ari}rc-EX8AYs}+`Ss7<{ zciy-C;kCZf+sZ&!(ilrN*y^{|$GgKC^pBIzpUEq^CjVA`r;Jk2q^q*6Tv9t@cKOOP zQ%5p;hT?K(gRk_H?p$JU2Z-c6U{MbIRiwVM>v-ORe|VqA4)gPtcEnzt$#ugUh1Gq; z*U&r?2d+rdXfYn*S093R8)v1(^4w&wI(T_GQ69W}Paky61ZIVQi3Iv3x<<2f;H22l z)VDUW^Ru_5yN-Q+o3GeaualCvhE;N@d}7-!Q?i&$^*3@dDI+GnYH}GAdWVV4-aUQz z%nK*mf8++6PGN8vo1(z&KK^L__CAlDvr}e%KL}V#OpwQrBgmntonx!^z|;{-uR<)d z*w~cUJEnOa8$%?3i5^DAkRWQ!())9%|7>diYhpY>v zc*SP?JVvaj9^ zY$+jdQle|@UBg>GyXVvj)+sj|8V;R5p5D+IP~z*d?Jc`LxPAWTl+fr>=zK?Cy|t%n zfBq|#cZi2D)ELOvBh6lg&Sh?jn(QV41DnT2n}QCLORvy53_Mz=pF5TzNnB2l`H6WM#X;=t#GPKKPiPZRslcqRq`Nm4{~A}ncTe+f1kxR zP3O}q<$$V>W$9#VawT|7YPb!v*x@WSS@`?V+Q0Oj$nS$VjU!`d&(s~oB2H@f|#*R?O!QohR!>Kg`l-_4eM@t7sd&N?* zSnIZgVoEt9=2jltfnJEFtv)@K3a<$1bl!|B*ydK~VJ56XD`Y}PZO#PHe>RF>9qtG0 z>P2!N!hxRqv2q=u&6!IWylXUy-I1l#jvhMWH52kcrHTRy)0>qV`l`1n^iF5xMG$1d z2ER~3g{&l zdt(Za*l>)H$eK1B?wp)D*4%dVU-lgM?2g!*_{OnVE^5Tkw<4j;Xopj+SBq5+qt32V z$PIdB%ki(>J^A(1e?6T?p4?ow=T3L)a1>-AI}dCP_yM%!=Xi@cV{Jixp*$axkZ!7?SOL^^WAQy%()3hOnLkv zUAV<1e_Y7VXBlh!8l(Ewp5AP3YYZCXI4U*9{ccc#-CZm4zHI_W_jf0Z@kH9*066-J z&{7tKUv8*=;LyFZBtrgEI{pDsVwXHq|fO@;t&m)@-8Ds=1F~@z? z?rYlz*ZOMvGrO(qE1Zw_6~$RfPLo>IKUFAM=>mA=sr4F9@yKAP$H;(Klqtk2gG1Al zKwn=3BxYQ>@j)JTiHyDu_U#o%+D0p&Rs$UAe_;^_X@#$nTJ)wbl zbA!#+MMDGc3#Y-;OflCrp*FIhE1cfdH`e2YnR7Uo?t*bh74xlyaNbyMLKbo+Y(ZX1 z3OhK^#(eGeEZ-#Fa^@`epQ2vgtT7v{fAYWWp?_26~VE=ciOxN*&US12Z#sn?Eli_09>MJS~09xt_EuZZYHxX)tVyWzQ zGaAABkmmRr3GXsEj;N6lWboVyQKbVE#m zDrV8UX2^y-S1|Hn_{!WUJ6FLNe=ujzRsQ?+oALNfAajkRrG;Zm1TL#f`~8g$nat7X z_owS*>KoLQ!r_&=u+K(|NsMMi3av$3A4A{bIO6-Bq+KSnCq3>&om^g*csq3?dkIBH zLeX-a%M|kxA`+xPhg-0isGqmk3FQ9i!NKq`Xs7AWXy`UT9-f_{Lg10%f6s0{u_+Ae zg|w?Rb1YxB+7wB49fpy#J+~>p4!-E^3D;#{+33nA3l)P_%LWv`Mk{8m2rU23$BwF& z6W-9qH!wG`L>ajr15v-skq-FN4!PWs_6O1qfI&G5O4IM)^DDTr%Nre<46H5yB5l;W z0FhPG5JTVQyf+QeGVU#xe_vO3mOxObK?zWU_9I89ySt-pd8k*eMzq)#M1;6O7L4wV zif6Hz8D$haR=Z}gi_^x<>sB|yC>YP>SMz*ubAF)EmJbv}ZpKz%dXb*WR$I9y)nq$9 z*Ucy9s+sQEQ7l2n(k>yB-9nAR55Zc3QesUV+~Kmzlu*Bl(hO})fAA`qctIt@X$kEP z1+~{!s>JowzO^Y(u2kd!n4zxxc?sQ$q2++fFBZt&eaR|UsXIZ8{S)%UGstOd=E6tE z#+vuGzuSEO`LRm?xl;%YE0*p~T{C#(DF9cNL52$XQ#AQ-?>+GNVC(c9 zxxM+F@Wr~GmS`RVf5;5wI}7y%PhMH264jtnVpyS890H)?mwHEHQkTquW& z{6%snMAV;js70mMD!~X4r91+nH(ioE*H$E<4rTJTQNw_3 z&$+6k+?XdT*|l1$UMUBq=RGq+{7*LytR*PmLSXR}(D@$123o4j@I;Lub|#VAv(n+= zSk!K(1)FS%MqBp5cK7_`SPZ_=lWnxeIFfpiMEwT=Z~PTgbLEwxojU~2h4=a zg`_4Xn4Wb>1m-mz%M8q-xhyqS%;uB%rY2n&B4f$*Aq-UXb$L+%DdPbQ-`+0N8UV>< zh={5((|$uM*Q#q3JHMmIkN)d*YFgpwDsR6_F2SMre z{|NHI>9#i002C}QcsFg5-6n@T&9u^V=L690TG>9C2|T>_BJrU2&irlpLxGqiT0x2f4gS=`)I?>4!4TDBBK z?+!UJ2W_3U^aER$zOsCLKuy%2cSB9IRzgMlJ%yt~T#pyRE2aUw28Yf9|6z!>3ZGRA zuTjZw*c`9Lbr) ze~h#t1IQSPl<$aJsfda3Mps|5?}a|x-iP-6`g;s&U{L0J!>DZ-H4LM}e||}e>a{4M zWwn?>tKHIw|Dz=zs0(#I+le8aXy;3feTt1Ji*I}}Tep&*Y8cx*+CDcr3OZYUNCeJ{ ze}G>{U*(_pVFz<|r1p#HKJ=Zxd*Q2FI$!L>h)z^-qp#n*Z~@nR|7c~}0(e4&Q*vGr zAoMzY`JUuTw~&UrdkyKz9-mGRh(4O)s`D%G-Y(ATmE+~#@TYX_Zk;-{^`X_l0WG6W zMt)kDTor6O{FNhj{PWJJ(h;)!J$CWftr=t(sP5oo<@&qFvm4|)Xn+! zDU)3-n%I;Xh-vUGv52A7F>vQ_P%D?Ybyg21!987@TRM-dNw~A?>m4oWgkHZg+Pu~4 z+SWU8*GQO>hD!g)4;q6Rd-qC1AU(e(9K%SptIozIQhF}R@4x|1coBaMX$8Dsf9!n1 zHaLrIo<`(yqz7&z$$VC1sIfQEHfSSU9q>5#a9{r{x*|)t3e?{;YPT9w&tCo2MU^(M zHvEHJ3GW*KJ3z$03m%-SD7wmIvUWDfv($8K{WbU8VESr|Uca^0ap#wBYu-IvuY}t+ zB1X)F@)KQ6s~gOoj*b=H%5Ix4*OT|tMt`5(?l(}^?Y9LFd}d3CR%v9c-mbNATCqy6 z(j``9);JS(#lY#WZawnssT}KW3XE04uk?%VTzu7ds&UV%gu>atpQCgS;8HJ>2ap7^ zw{llF4cJs7paFbg$`&xz-X&kmO0(fUcMmVZ@yB%VH^vL|)9@gQoBH!>PhnXs?SE8< zgUTup{&FRMsomG8FqP-BR&xXStac8lqKIM0-m7n+A0`J7E#g4BDrZUPu&*N)z9Xa% zJ9^iJtdZ>%F8)>1+`_35*ZtFyC(EcIr-88sce{@-zHW8f>XGKwk<~5LE60xmq6@AQ ztRYrtYV0jEX9R@M%M8>3rXY-TDP*704HJd5a@H0kTL^eC%X@|_ZY^Kg_O{NV5RUh1!E&rG=Ctw}IYkFXZuFd=?SaMV0id3Wg}g_eh4;lj$-Ad-TdHHiF6`E&q4%K;U%*%Cri z)8>VfdPQIrIoIFPk(q*1241!Gbx=7?#QNUh*KuNy)K}q`W_ohuUnB&`ilMi z-u1`(>#F9&l;K6ee*HTOUcYm2P#oENO2y3Y;y>P8PSn0rPOKX2lYhhSkQ1*l3NXf2 zkP-7&-yjHJi$$mF9O3W2I&$slI;N~t(N{ez$5J!;xyscv>czkYx1jy z8(WWGyzAIk4>gwNwTa>OMo=_$@zrga)eR=}jXR!wu&?u;*`s$n_kq5SduH$J+&>iY zuiT#l&td<-emE~%I)6(bV2!o&vW^C-GB11jM)R`0?8^5#FZ&K3Q9CcY1pLd*%L1~n z+1t_DQdji@qo3cG_4W@8NBO<@x0L>_gfR~1Ww)f_D?(ayZu0AA@(O#zUfNVWed!k! zr`YXl^=pb}&QE4`55*O5SN8R;-o&aMJkL7I^DJn=%A}K>4u8T)rvQ?K6FXW@FWnln z6Ktfi{s=#&Wa?|=*WSpFDX~Rz=|U^m*$?{EWqrN$rK;_2@0 z4FUR9XIqMXmA+B28v3*&zOX5+0G-U%D&zV|dFE;FPn5laO;gh zObW{W|7iOb_=R4oWq!~g-Fes;pMSnE_@xB66h%XLtf@hJ?r4$^I zA>%5Pt8})6HO!~}_^i~Lxxhu{E()AdX>^RnY;zffSQ0|aENJo1tFL$HTplY+ssOPh zkg_w#e+x7vCf>RjTy|w!LmZ)|8LgmHqI@5G2{F00>>oJ7pEnU8JUVjL8b?xa1a~7+ROgR05+UBzB?Gd{x z?s51Mh1D&E?OidgQQ$biZIOItwO|$WcE8yj^EkYT!j;Mzk&lr>*aO(ZuVD2cg>Ayt zg85i0HVE3s0#Va}Lvj>_vvE6HH?^8L&eXa|)qN}0eE_vjaughU7uK)cwlMr&YRP-O zDS!A{RsE~bw#BPHT-bexLz(Zk&M%^P3N6P|<99i5>roqP&rQ&hO@3RI*RUm}=7J_aZa=S!i`Rfm78Q6O24-eL;pgZ_r7Xmikn zhDFQJRk;k8U&P$X9d%|OXS3$EKDzmu2Y=S5=L)Ade1c9t6;LTBr_N7`La5f0thd)h z=UBhy%ddX>*3KZQGPj2c*Y&0zQpso#wg}TyP6{w zU9ybHNfeg!cRF?D4|HgKEuB>;@wlK?qyr-JIoT+vp2(if^5t5v$x3x99v09dn z9!DsPWqt6a>+jjvxo#a*9qK_7>+h_C6Fbq_o#=9OiYRA->L|q(QDhOt6d|R~mg0%$ zN*P0F?{H=$u%yB+5oW)9qIQ{FM1NhddtYy;BaHHWG&H65M@2`(rmILFl6NkOJ1You zX=)N@rgJ9cxSo!_M22N$5ce|V#wI5beO2?x9uUHxhGwW51mzP8GTl`f$fK=T%SgJ_ zfFitcmn+Vpv=t&3Z|yY15o0yxI?a&Yqrq-kj-9uhJCACXDk;9GgeKaQt$(a^`Pqs0 zZ!zywWOY{sff!@pk^~C)E<8Oq8Ir=K$)IqVM)eB_#RG7*D4snM@99UJChFRB4*0@y z@fBE4XKQC?XJfw}&3z=-X+$y<>|Q$^zLuHnTviTTpGA8HQ_24_EoMZk#f!3#=c2=> zgrZ3eYx1Y+Boy{9-daH>f`3#Se5tt!h2K0aq4FM2GYQ( z;>YDOa35a+@zh_1QhYCV$H>)t+7W%%-5N$r)wZ|IU`K?ugl-EhZ_9;5F_ddtPGVcu zU3cKR16xo!bb-0ELdM|#fQhyai`_VRlC@C;d%A_uF`Ob<}U`&CzR+TXZKXpy< z2NCQ9JHs4Jd|EDcrHCZNDG~XMk~6*N)4NLwrcf`-m@=kd3RzXg6zW+hW!tc8N8Iz4 z%A0iCvfK3A1_rk234f^vu|-=I+N&E0N_}XnPQS6cvuj>wRcC#Dd?_ZO#SeC>khlpY z>qZead8h{2P^sJ+&8f=`{g`m~R@*W^LLj>kR&MiM_W= zQ~lC#SGjcuDSrbxJwv>XWwEU#pNI`BM`zq{5jazFQJ5udi+@U0%2CSUj8iU3Z5!x3 z%D$uiGyL>iCt_w5VW_Q}J{$9W;d?V7Ge zX}7*pS&eem4}X-L4)s)->W1=eY(*BewsLxZ7d9Dl?Mx&mQnT~xiukYTybhVjWC zjlydJUJH8krolj1f{QF&bXU3fWIP_9QMpns?NF}spwwlQ3LJXm9KT#DJW8p{^&iT` z5766bSD=DY6>rHmDa{9@!P{I_HP3HQJq*BIDlRauD%%Y2en*p#ErOA(gC&ju@J&Kz zPX~i3iGL+V2=FYBLkww&A)aJCu4zgF7fnz6a+6-nodM4n)aR_kWN)iKW05QKDy^siKxdMJ0(t8r;#4 zN!GbJ)l*NY^v;@CqQ;8TAODKR?fI%i&ZQ@hJV9vf$#5cP!P$3fAnTC?tz+=!;;W2~ zCP=-=<1gWl8Etxspma>}Z9JyYLK{|ZGZ(kZbzX}P5o3@x0qmMmC3c*q^_X262W?{k zJAY%hj)UO>SJ2zti)@T(5wk?K6kAdbcF(H#irQkKiEHQlSvYeqp&&?|DHIChp_+=i z6Uf69&1!IP2feI2lCc8y^*Vtpp3_3G(mSO0`KLzxnF@w}udp0$Z;gO$hQlub|6 z_=AFm(Aq2$&w&kgUZW9%HaN2d7zREd&VOKW?8(xu1;Yh#1IOV!1+CzdC){TELUky< zGeQUXvQx#&W{Rzon`-Cc94U}Xl;|UL!Q(TEQ($n}*A2j>o_h3O^CWqbWZl4YbA!v2 zxPboI2XevQlaiC5IW68(JZrL$P?rF&-mFurG!Q$-@b$ETrLJ{Gt#lxoGCCy(4}Vmd z9ICrR85}~D+3j!`CMGl@I;&L+PJ>OP3rj-(b>4_tXc)&|7{gGm%{cyi!Nhqyl5lrA z%}8I44Aniv>>-A+mQq1Wv`Hej-r05*lbc6bYNr;XBA`YoD}N$S3fKu!kdIx&9S`2sCQU7%5Lmlwrq*TtFw5}4sruri$^IIqD&6U zj?lIoS_=$I;$sB^@7`&niO9Faq3rY83LdM7a+eMPeYO+1kg*>1rGKq%vpTty{!`mbQc)QoSGit3v(SWTtBQjwZM!ajzE_)XGw*i;Dvx zd#qM+)x{)VygZk?pwtAh6xMny1#Q@)V-n9xp>h0M1q&wW^|b1qqoFe)5DHnN4|;~^ zN346M3&F~QQ+BFLb$?Z-&asNZj3t^r#R~3{q~g<@zdjmmt@c7_XQWW=!sL@jV#|gX zFWx@ibDF5Gks@|IAU<}xoCz04YZ;3_;MBu)yZ@2Sz02Z}jtzNBeY4RWvqN5TfY8FA!;#|3( zwbNNz`0IdFla$xUTR3Wsp400FXffz?1}$`(9^SUvYL?g8vUY|7X`m{C{wPQOB#)>Z&*q?1oDd z(u-;&igJI&AJGX;&L7eWQgNdw;wr&muvr+R1=$O$!E4}2h^iSZeJo-`V(h?J$T}S6 z;3F3Ov48lGZ>MFL99D9Or}1<~3AfPY6IsBMP*$A|$RUxqJ?Dn{-0293%ru;)8+)ro z@UK(ck*==|_=?Yz?<;}S=L^hRnMZQF6monVVi3w=@tlTs-oL}4WBAdR827*141@BJ z-@T|v=G5ToDpOQkw4kssgmicnXkDtckW9CdiXDl)A4Ze zf`8qj%n5hEIVpKJ5Dpo`PI=sTdQMW}j@jdwrrPv(m8hlSA=WO$3dd^wNPJUGyux$~ z@fQnbMt`hz$a5?|)KnYI4n~J974#~VJWZch(m5`}ezWh<5-S-5VmS{(#nVE_fmkve zv1Q%msLWC^Ta`!VUSqu76lr zmnuW6o{`1?P1D4R8+!V#?+HYE5A-eF*AxCn){*kN(=LvcQvSwP;-iJby{Smo;G%`Q zmnR}!ySn_137aL}6bd!QEL}+ASK}XnQ*cDc0<0TxXBb34LAC(Rn80MxZWW1)Kxxph zx6%l-%xwhDVB;woUTg%mT-9ugg@2$=QsN7Z$!*E_(;J%$YwGQ?5h&IATscT-WCSi6 zUY?+NJO6vMm4%Xv!Fy^b29UC;OnUi_4rBxRq7Mgx$OeSg2b|NRr8(tBoNS$9Nu}}8 zg2}|zg`FzBe=znf>rl<}`aR@c#h7Z5r!-|u&5GvC-1Qd)^=xYjp|J!lr+@g0T;a-k zyRU8iJWC>xajMO3YucySQ#O{iD)tm#p2!~pzOqF{3x0b}nbvn^+EWU8yeoSlp;4b5 z4~$({LFyw#hk6Ql)&EwB%@X{I$o!<+Fg95jEdo) z&!~5r)da43#qNbyQl&Av#ed>=X0mo8`~_O2))+l-lueMkNjSN%~`WwPo?j@Mfq7Q0}Hw$>)vk`@iCV;ydjMW@mlv<|b?E{Ks<*)}|lzfK;( zvRGmi^Si@nMGPj6b?*v4Wn-T*?TSCER%H2{eAeac#MyT$+>6{S6R^TeRQwF|8UDIP zXZ3|l*RC(qyW8%yxk*wD6@k;~)6r^j!!;L>1-J+DkV*yr+Jo%F ze+dS(BxjR(=rnkeG((F#d5rceBH=_h$@^&{I%pa6j7+%}Q>D1(a4aeUo8pYPCV0}9 zv3iV})aJUT-mHbT$a;&8#%y&iDABTGQT8PAnM`0_Umov441Z6+zluMps}K0_Rpop6 z3=()9+zm$@#;Qh)UiUaYGG_8>yimuz04-LpS7#s84P%1}vZE+VMIaL$j;xH!g+eo9 zaUcqZ!>FhyQHSb8Jm=C8PpV1Q5_Y-57KYfNQe8_hVvsZgHEpnp#RRH0iXsX4TcXtf z5s09)bnzjN2Y=sAYbgRn(7@}&U*Krlv6U}*yj5a4ZB8PGf%Te=jb@Fyx!K%;tZH6u zt{qG_n+Yj0C=Hh8sR69N# zNlRMduv*1f!cKSCN`nD_ZveCz>TSQ723r8=2dt$;1Aoz4K?Ao=SNz2^MJ$$SifFY8 zMP$eD{_>qnpVz>ha?jGf)0hwcHHs}F%{Lue#NQti*)+?HZfu|O6W^NO@+9>-rQXc^HlDA3#>y_?vFRfGr2Gm>Gi6#uKM z2zXA{&c*Mc3QfMK2*|~6GK47}^o6ZjY6x5dXn!%{^F_@#1$bVkf(!F404z=e1!yB* zJd5M)C=^U`l89uh2D||%x#Mx>Bxb-rI^iuW;Q~v0`ES^EasH>s-4LA5!2c`b zdH9S-oN2l(F4QcDLFEVu1*Ke5++!2~RCTY8>39_d4d!8iXSi3s2XzQZ2!eyx*zF#j z$$w~Man2uv_iB?PAbEx2A1Q+aStl5AM$W2dF)e0B`RcEXQ8a-{qP%;qWH?uN9QZxu zB>3X6>ieaf_u_NtIjRtTfP8xTIX{-4v+)woIncOlSwqvZW%=SEGTBjIy8!+vj=|^r z-^o7!jNF2H#A0sfAAxbqg9+f?6D%2&x_=Gm@b)`DC>w8O>6}jBpJ~nEzrYz=-0g|k z7~HOP=OU;>2C4Jb%GC+vY6Z1k9sYDVGmyAjXVy__ok{nXrO|pH$NB1`vAmz-{Ic)% z!^!vYe^y;5j}7^5;A`^OzIK8&#Ng<*VsL1Nv$HKrVj9h7jqYW}67_gv7TQiba)0r7 zwUgGms>31WY<(zP?b70#X&u^rf?<4|D75siE3_aE1;rl|SCBu1^Rb@%Q5XUCj0$e{5Y_@G zG4b~Kw`EL$wyM!0misQG2w8ZQNde1>D^~SVVlv{0NE}hSEN7Q$m*#-h8ubKHR)Xw* zwYcGDKQCVMy1`=5Ak$*Yn}0w3`Ox6cfBM!|Qllo+dJ&Fi100VLj>n4ykc1777zOea z92SSU@xP1;c19Tx9FF1b5(k!=oYmCT8gn&Z3a>>YFxqoVYY9$@IHF0B>RWZiN|LZ8 zgYJl(CARDU_MxBu^vx~E(9ysloyCv*{Ac))S9PKu4n{-%q}T_?vww5ai2q6T2BeSo z70ducNEth@Kq?Vn`v|0uyvC3`Z&i?|q(f#<2mhdb{=!zMA5tMl#Lj_aYr-tVTN98x z5mzv2RjD3+y!gWL-vIB8^8L-& z07R4hT9<9{z9#b*Mq(t^(}LDRyj zl@cCLLSl+LXtUog`2-Da!O@4URm8pJ4S)QVauPtXb>?S+07us|`Mzqks(HGv%Q5+6 z!BM%dOWO#y7TSsJ$H=Sxs=h9(+i!pE*1P`UKz;k6v+}k02WRuTLgU&NuS>alfOY@5 zhgbAI@K4vH>woeGzjtuu?W@ztRX6voJh=)bvC^RPjcfwJH}W?{#{^P?EAWykSb zMjdO&b&zfo=j84=l_##$6s1Hz>w=|#3TP-boznkEbn zgnF2z_;|?fw;0sNR1|>|8W#0uSPFUl8AzddSm#No4}U&BQ5}RYEPo38CtS!V-aP8@ zyJ?ba*25q)aB)VGZz(_FCG1a5;CiLIaSIWfwq?1`{Egj z<(Y|q=rPe0XE*&ezc|jD!i|xJ)olr#TE{@?piPYf2Nqp*`06VA{JpD>;UAzC-sXgo zuCc}g{(nrs!M&R5D&!?+mESCRB-AL#>=X^W$16sb4ll~A-@Lp1OIo>ed3$k^cnr>X zHMZp>Rt?@M=$5UFENhD_TNY^}P%o2@Mld~n3f~X8rUSqJM6(ILto7sg-jOA!rM3CE z&qpp!H6uzgnCIX&p zDj|XIqvqc|HwNLKpQzm`0S-B--G&iXJmf8Eobc8zEaP>B+BIn9*tU45hPoZoIK@_5JHJ z_J!9E9LGOmcr7&xO)}lBd1u1{htGkIp@d@gfJcmU4|Y^vvvqfC2}xE$B!4*pXV{Nj zeG;nz|EHkq=?nD~LOng90-=}2!Ji?LEPxtjw6RgFMF6s>FM$BW;~^KVl_7@5#1f1s z@vRb&q%VgdwVxA0PAtBCd}rI9D;s$TAqE3e)wQ{`ZbhThzhG;}pw6g;YLwRwHLPxi z05U&SvvyInRwI`$rwuIwH-9Z&cmFlju7*|l`8$?G9^CNowY6r+#T%VbM_5PU%JsQ&!mL7W$i!&+xm5G5T>OmdKKp|eioUsu@^?Wvm1xPNJwvlh34;#cr( zGr_}_ig?mtzY+YJ)unBD}sD-G{n~4NW zr?b8D8|=^*=WQ+<#0h9$2nLhaWsWV`(pJ^34AA)IMHwijW-Qx{>v zKO;;yg&VO(jDN=K3tIlZ#v_fOk#FP?L>LPOh!MXvc<@~w9Kpn9aU9P~wN68=lgpOI zz?`NA{x`$K!udCRTNpRB^D<>khNOtkC*nn; zol}!gLM9%eEkU3w)+5BIgIux&atZR9!l(ws;}9`C;1*1aNqBaI-y9srvvVVc>XP=x zmh{FauIs-3%6TC^z47r~!;cPxix-Tcd>93SOn`J*4TRq3_;)=b0Po+YWvA&=+610Xnsw zmNkuS>zbWj<>~-;Jo=x{5A;9#A4eYl8P>Ge(dq98y>A zr!4!lkV5mYB}m)+Zd%)XAZwdzPw@45Md56f6;2;gI9DE{R#Yk+borayTG67vGT@H&|bafrp}fx-1qE`N0Biq_vU<`cnr?EANjRa;JX)T zp7#{Zvr5)H>rU`xowHIgOI5O2+6VQ`6(#QZRKNCbS2m9|9XS1k`Ma;EM}IacXJ9jn zH%~dW+jJ%r)aJF@r<~f=9aVa@tZX#myn(&*uX^yBDW?|SxBT$V7PG^}86634(l2== zdj|Tn3$qTj7^#qw&R`O{-Q3Xk} zj1|oaR_rTVrN$Cgtb`V+fq#jQ7OJ2C{aR->5JH7+=_$YVAo6Qd z4al!G3dpbh7JdbObA9H|s0Izn(*LvK*d~(_cnsz0Q(BXDf=q+`6E9(9&lYlp35#Q| zl~2GYC(oSVKsT1e&EEzOVc6tb1qR(?I7eWfQ}81OlavGgQaKA73V+Lrf}ZOOTH&Wb zITJgGc&7k)Mb5;Q+u9+#L5I^Ja}30#f)RcN?ZIgV2WA|g$4ld%@3~499Qf3^>UO9q zpiD))ogF%U@X!mJqt!#lZ#(qjX6Sb_f;&;~YwS)M#q{Eua8uG{QiHo6{p9F>vG*n5 zZ5`#JXVJbL?W-jnOMkK?Ted7)-V?|26320z%~{-}u~S)=Z8fswN^%mXOA^{kd8Orp z(1n)!xNv(}db`jhZ87OaX-k1eDeuxt+e?A+fR9orZRsuWQR2LR=A0wTj+2}6;C>(9 zlmFys&YU^(uk-&iqnXjz<@f&KAMbh}f8Mk2mg#|zzCHJ^SAX5~@PUx6acJT?Vf-z& zfF+#f*T1Xf)ucQ~$^s;*CnNYb0zrDQ2uTyw3)G3zE~`?vaPG$sL#7Ue%xhzE?{GDv zC6!|B0vS3L14qN};^)F===o=&=qFcHmqk8;(F z7MH~TjivzT!GGcufJTO<0I&~!|NCePfS&?iinX~#zuK$dp>9|SuvyWTJLaJXMd_*SF`5w^UG4_JpDj7L;uZbS<>~M|Mw6nOxtwmKhU%d z9@36oJy1GrLtY)feX`k5;nEr%)lM{T6D10*XG70GYz-|1SEO+q7m$iu0t^`l zlYtQFuOI_jGN2*-YH}5lFeR6akkciPh5y@g$wPpjqX{Q|wt7*gK@(0=wSqh$wuXA@ zqkjV-V_s`P6HfP%BV-}k{D!bs^9`x3KET%dJqGGoG~*;zYL$O}uYtPZ?EPqL(@CA7 z-WC6Xl8VIOV{d~TC-p3OhxjLuBjIz_QU8m&7MGFoIc@OPRX9h+=Xj}Ssc(y4fgCxX zvzdyK$0QlZ(epVQAZH%u7*G!AzVloa^?xq44bOMs6{^3)D^!1pR;WI}%zGaYUsF2x zs9F)Qr7OlB)VraP8}^J|KU@W$myKP&-T%K$z9!ZeWwl0Mv)dP~)IPrdQ>nK0>Dx!g z?zpn8J#|}R%Xqul(Xqd0OQH=v$58**c`icUK@Gyl!wDk~@~bfg9(lZ7aaepcKY!1K zhaTdK%yW@<$jw2#y6dpcq!LpSh5SC~hPiD{uU_rN5@eC)T>`*2)U2_CwybhLF)8)|>P)W2M7cX|$Occl)+_@A@6dzFu_FNE_(+ zD&S@du^ak~3sgs}g3xq+p*d!>4KzpY>mIE6oPWzD?w*%F zs59S>j9_U}ySQ%iqI23UD}7^2k$?Y^W0WAjNL|%@`PKd5O>LEOsfbdlq|UmvRb9RM zU}vaPsY1sHtK_kP{zy}0d#zihR#3E9Rl9C`ea}QUJFqF(S8sR5Mmt?fEhASOSev^- zqtk@z%vCm(MCUY{?2IHD_J7rA&01GLXJr&BtBG+o4c2ZL*Hg5sz7zGWz2_p-x2e98 zZ@$Qfgc*gKV~jaq4d2gCCmdE>eWB@u3r$`dmiZDoN`0GA#T6DmUVppz4R8oz7zRoI zKPms@j(^};}E|}_ZvEJjfcq{B`@@90*J6f2r7=H_p`xn27>~%9Z zo@3N2-1-nL`7yNqf&2to|3IEb>qBlJx}GUnAA9GShRPB_C`Hg zt*6mLDGaQo!e(z;x;7=sddn>Fk z94Fz4_UYd1j~(kmvq)kkqbmI8jsNgo4tZZnET+4U9={&+TYv5?>ciBhmi*j9*v~!0 zt;9d-{jB&ym%b7o{M?7VgZXW{a(xw^jrr|+@;&x%sH{PU&3|uGY3zQR({E9b8@C?a z+t|40noXOo-4|`ycVw`2bHr?_-_){hYn{##*#uImI`=2?Zt9b0_YLxMXJRUg?wFE9 zlPpKY$N5Q?(F@M96kXljGE30yss>l5H>*UXL@9evq|~!Em(L(JN};cTR%epmZIgh34!OEDF}d7wZ}6zP>7Qw$p8I{0 z(pi)b;NN=Hs>NQt745~=X|6*9j#{595~z@i0zkMGXKC+lhn7zr7t( z4{Y`gbod4ad>yn3{97>ANT`~dtBHs^b*yix%z~gVT^=Z>!#Y@c9RdfNw-_v zd-O@;3r5QLDQps>sHI<(8ym&D6URo;f4pCDb^j;2NawI+xqz0shTs7Q!aEB6)f?J^ zdYMuocYjoO)VOOMYK^D0x=W#!;=|hdV(V%eolPN^3`7Q_Gl{Zh-L`P&XqQ{(iF#_f zs*PW3+|pbj*XZ;;`ov?9Q{kYp)^X( zXjCz|mG_3fR%qpDrGxZ)w7#;js;0%Gjw!T@uTh`7d%@$03tOS$V#aMZxvVBNxlsi2 z5J?r1#gDkiibd$>)Kdqk4~yN<&oP2+-v~KX)N%4|u^n+~Be5iB_VE z*g$M0Mu`2y6pv2`hkvhGdrfe*P+MTHnD9-=28L8aM66HLr;Rij zo6^@5CWiW&n)-$&3fH8i6_@R^Rt)A2ZaLU<WbAv#Tx0s--R9j?$2!S6 zMNL=}K6qVbZ1=iwc-`)?%ykE){>gEVpQwMn{&^jL<`93x*u^g-dPDy~-ax+B>wjr( ziZ%xLPXqsH;Xj4v(iQhBKUY4NnwQ^Kt*BqXN52?pYKq*7E`NwNL>qi4wbcl z8lu!Nx}LS84C?w~*|QHsni?B@WJ6O^1Nj_!xVR5p|A0#0ic<9Lji^~PL>FI*MjL(t zH{>0V*o|tt8ZPAHjrGlE2OxD@B!ALGv3#LLDI{J;uf5U~X$nIEEYnJThk9T9Iwg^v zCeSG2F!ep^>*Alo{loY)qMg*!)YIbM5$#0#=}<`RTp&-y7(#JM8$K1(0$AB6n-{2a zr>swk7pO%X`bvi1Z$5+07c%f$b6wnz-ua=MP_jR_6>kPK34uFI?Tp56zJF|R)WsN; zBIKx*YImT~9UZJU$H#n4{tC5HFJ<&1rIBGgbsd4dw}{SquGSl65*Zt@u@*)y*E8~_$=f(SX*1^YD@DGq!uJc9@59s!)OPXD2?r5A zDb_5IUyiAbayemC-zygDM1K!h&j7PJ>Ks4Ai+*0SWYf8~WbZa!uB^k0blevR$oVwOT8ul`6TXsXyGYwqfJ$ zjSaO!i8jaDrT`3eMSn1+m$}0o9+%%DZx|dIY@pAq8|`#UR9b~xYhoS#3ZvCnSLq2= z`P+AOx9@7NkZJS^iArZP`dwOsR%5oQJRz^IWd}&X1yVSHrSKe&ysy+U&T_t*3EDkh#f)*J~f01J4Y8kCGiY@B1TU8n< zMM)Vo^`OckG0E|23!pm))-aFh{uY78DFWR-hzhZorAn>QnEfiHlJ?mHRsP4+0k=ve zaX$(q8-Q?7Vt=$aQXxC*qfzVgji6L~L7QmIys`p;O0N5jHsuRDis)#7dZ$QlWO1<$ zIP$v%j)Gp`NGX2t3&XUbNb|>TD)K~~#5~C~>c!1x(dh)dkAj%S64k`eX_MaRf0Xpl0q=uA!YtuOV~L*-$b4QsEw?|W zM$|eUlYa=*mX0S%sI!>Ocu3*Z;jjD6t?7T7dK8iLtt)ShHnn`i+_I-P(zte{%^{kc zxof!eAqr(JcG9EI-sI`&p~oyDb-oUBCcjQ57b8e-FFhojyMG(O}d2ru+2e-zW#yB{Si zS_@^dG}W{}K`UQwLZljAso_aId+m!>?$>Jgprn0MU;G8+W$~z`RoG%FoNy;yb}ovG zrhheDQ1Ul)`dW6ctDKu+Yc$s~1_MJ%EpD__eNSTI(+AqtWIr>$V^RCY@SpZ<)Gv?25b69WETfxcGy;J@nc-PFm!^?J348L5k53 zjP;eQ^r#fZLv)1!wNMp7b1gK=bNC`Yzkji~J4sg>h7ea#K0&<|Y-E6oz*BhY4-AAZGLDP?G7z>ckiR$_cnBtL#H zH*(I=DCeDdcJS$1esm~=WU2iLXNn=hL>^yTv;Qe+Alg_X{;I#Fr7FN))|Z`#cQIOh@AGyZS{|m zUxKuO{L;fVrrO--M4A^7=Az~W%6Xc(I1;7$A%>uXKJ`_WaD82|Kv_GezW;?4u@U;p<*M}6IUTCTmu z*K;}cwzz)-QNu$-PP(O!f`9R<5g9QBp>{tektke`=}@;$QQEC5Jz&LaDwX4s@5SNZ zftu}yw=@Sj+5$f3LhDpbOV@LDf7lRi=v^cFb=UO9;4iVNK~Orgb86TXFw1`&BY3)? zp9PVu34EJRTd7zee|m}_Y8J>JpQ>!oqDHSX`x?%Cjrkt)8bdRTA%F6i9cf=o7&z^} ziQ7H@3rNv=R;8Jk}RoA#FT2 zxM5vQk5c?wb5+FFu%@+_dPAm^iqPWj`#TyIe}#E_%4w%4O?q^5(q0w6(`KSX6&{21 zR1LCbz8^)H3HBr*27jI&)+$A+mkmhZGEU$y$b07OGraW*^e#DL>V!f27385F(Ze5A zr!|Ogt@E9|2csVG)kRp;^7;N5;UuciIW({02LI|QnO%k3`pYzLXwjmf3A@ud?}B4M zv0W&>eD~%fyTYO7rrM#t^&7$8)QFUy`;vd#{7&*2>>0cEY=0WsN`9O7j(jf*qSQdF z!mRR!eM$vU?^V{F@Gp&krLwACl_Zl2Bnx*8no2s6?z#IlrpMC1^Ev2yhXHJr(RT(zeoFs zpHoBK!=pLdHKE?DJ+_Wz=8!8cwCFyc^CpQcx*4kX% z$$?FYHMUP`Ty?IlD7yAUsAsQ0U-+bM-^YJWj9k@Y|9>AJ-#y#o_$V5wl3i4VXqa#j z){`pBA3(KmKQmu;Oys~&JCl^=fMuu`GWEFMv-8Rds=H0TxTJCq(@jVY&8 zlZRQGjrCe7*|5sucRCf5GKo@g_MjbEc8u(%>P2Hjm~fv`Q`#p1B@4*qLd?;BRZr4Lk*jM3F%S}3^t9dZw->_|e=V9ER=p(&UE$F9*@Slu1 z7Uw+8rsPyjwTjE)70~~$!CvXM^8Gk$xJ{U zKi&}60q}Y5p3lww*{Eg&9nXFy5k5Kkk^dt2?Z7TrV6V!ql~#>sxCHBwIDI87w3M5>VGgHv z8mBdvEl6m*M%o(5b<*{E1IhSY&D^}*zVE|r446odz%e(6(lvHXw0nBmcp2U((0-m; z4^*#DJB+arRiA#u-}x>jM$wJ3B44U{Fa+L~r2yggbr5A@+tYBTV+mi49X3g+!6Qh#^U~$g>ALa zMz35t5g6OUm2uU8>SwFQmdUC|4n~;4QLQs6+oFofvWWAu^$k|&L?kp61>|XoD7dV% zJNoJEP!O_X^NVC|1*QdSPYIUGEd0l}VIbJ3a9WiT&yKC>Ks#g+8@mwq#$C-DA3U@4;c?zZDb6&;^*%(U^k>Yz1}|_BKr1 zHX#oZsw&pgR#|FonWbx;9oDgOq?^H=zliZmw2t4~-`jk;S4rxJDpiPIFCkuIeF1}4 zdp7r$vNz1gOMkNgseNa(Xu2&u^fRU3ei9#BWH%1RLU}6G2*gSAd$Hd}WT}71oz_Qc z(s;UD%bCFTx8T>{+33q!;6tywqg$T1|lcK&$R{f&!eN}2{kbj%&=cFkr zj$0IsJM1LwlrKyYHPj*DDMdr~m<4#eq^nh5@P3^7eZoemjY;Io0s6yc;$^y1S-&>q z@5gZ9a5hAKg2&3Mr&GU{W=vt3AaS4`U9y1UGU(yD@+xTp^qm9=_y|PF|4KuI#Tsig zf0K~<>?Gq;g6Pu3Gns|kQ^W7 zB@o)`;=lR|{&R!a2dfXL3<9hgq4*=WKWT*~*7HtGua4*Q+~~T?T)nyA7U_k2@lfQQ zQAfmMvSGXIpM-ZmZQ9MrL@5dcbdl28Inc$PG;UuZ>et%8Y}jX6`2L}rc2i!hTJ4$^ za=(M*UAit{E3lTUdcIv5X<%^i;ue^Ho^0)L%{jF?dO55V7-WBM5&_sBMwk<~tH1>4 zf-kO^mpsB93Sa*vSM{1SpIcH(p&FFH2MA9~-&4~=cz;k|4Qz0{pq(b2noDi{^^^V- zXP>iaZh`tR?&fkZ+HH-_VF-AHX+n`Q&IZQx=tRDcDun#2^izFl7X0eFf6lorM6>-RK)~Q`wB+*q{(1-22FA}} z1;YE*;V7f>FEsCqDdqng^*gTpJ_hyz%B#J3V4qsgrUUBk~aAilhK3ZRn z32rUn3xTPUqJE*85c#n%oNIV~Itq>Ba~~}s-^MU$$+Kks-V#;OXqkbMd7SX_V0r5> zAxaS=EqEn6y|EHWVJpq45-MSnceI>h_{e*9emY{6g{d1$rozkJSu_cTD@&@H!Iv*N z$zK6-XNH_)bgfe^{tCh-Oh>BlxajR!>Ryx6tywE7+ttw$Hc`yPJb1LMBAMd>jw?&K zNuBfrmXw3N@ggoR=l_q}FgS{Q`!D7ZmG-ZM=oSE3$c|1$EVLI!`z!P_K@|MP3m{4& zF}r3%=Ax1?4P)dzCZ7SLW%}Z&+|SB8w%bPPL!Ngh)GQ|`$;Jd$>NqTk7Mk0y_L~mg z^^EkuF@h{4_rUYFJF>Bih!uizZ|^5G|1-H0o+$H3Tn(tt#GX<0c5suVNI;7 zL2#5mBtoFAG34HL*1h}^XF>hWVPHybSl$qS2D{K4Z7hJyYs(Lmox8@F-0Otj;#JFA zLOaL|E03P4FVq^kwGNt03sgeau%g|Q-)*1h|B(wXNfEp`X3$dEb4lSCPRazy`74p) zDruhzZM2qCAl5Ydg_=gv_h!* zFX;kX?bYY-DLN zk%?)N>w~sB3&f(RC3akGMq}ecNTG?MHnm%Qa7o*AtNj{C!~}~&IVC&+C$F~oo56CZ zDWBTZ;w3R%tlXOUl@<$e(kcGHNmN$myAn-@Dvx&yh1? zNazJQ%|#n?L(x^uX#@a)bvbLETnS?MRtzKP4!?{b#_GGp0n$oeClBjL4>hN5&jk?; zIrz0~wS;A&>{$#uOUt$5=47Dr>@SZ_J-qPqi78gQ*Et9YD7BGZg~h(snYJ{5xNWL7_mmf7;i?C~S@6O!Xvjbx~!o+L1NrWwLa$?iK3 zzLiJkY%KBsHhbp-rHX4FyQ-s|^mzNM%}U+!f(xa*aAub_i#)hUswxLRm`85^_56aO zVrV+iDo^8-lSdWKu`bHdUPk*#^Cpb;dMwhM@~d}6Tq{}xKYkh`5jA`M*7ZVvo2Tq~ zp>2;Y*$WPWjewL}*ND}CMs1FXbgqXxa>0je&(RAFC=WTUDSW1^HCe}wboi;N$2m$g zVN27P=_5%HJj-DYEs2kPSi{o3Va+tf#s32Lj!;>}I&i94Z9G|N_UwlmN)-9J<2YVo zK;>veHClCN4nXQ+kYNn9le83h=nM2T%|mT|P8w)Q8=E0KPTwxEd*U#ZYfD^e;2#RD z&XX|%>6G8u5*tIMD`Pcqj^T>bAMF}w+A|1Wlk7{bC5Re++6Pn?@h>TrX-0_tM7D-E z><{^2*6Ul_FKl+5N*jG{+e+H&q!Mea74K7+PIFQ_m*T)(e#n+RR6(j+C}goXW_vtS zq=mE1MK4V<;gq2l-%mt4l-8vXE6keOM%@;GDG)27@gQJd4`u!% z9)jS$RvD*ZA9@+XI(jwexx);>5sfCsEC+Gcq|0l5sNugN$f@u0Zk7$LJwdak(>Ub} zsipTcI9D9K{k_t+0vGndC0y7o(GK@(#tpFGigIQb#z)k1`Idba(#Ai09+(N1xYQ#6 zpcu$TZ*j7M?YnJ%8=7bOvPkF91^e3U_jBO!$PPVm6T&smeGxsy5OkW?h}XQwSn18O zhum}M)d}({z;<%$;ghoO){E@9V=Z4V?s!@4QVs{4fq2q zNUrw%_e3vWKm0N`lnU!|O6qaP;O3)%lQZaukSn~=b?BVc+%@E=F5KI3#Wv{MX_P50 zy#-?g)C0yT8g=9mbB<4_W4ON@P}Tja9LYUk#b%Oz9ak+#l;ZdH{v|w)K}!hs4~BB? z2FDeLrXkIEz3$RFj_D@@YlNl5-|vLHSl%`j64x0!o$9}&%r)w`kvu&sQN?rtb{{K| zWKEcxjw?q4?mRV>)3aK7DSfH2NgCqSWR*ijtxQ8a5m+;^6)6RJ)pE!~3uscDJ`znu z^>AtvdWF#r4RBNL*XjKF^b#lQ8suS>cw*z&f4;9A@Yxs_))O6}D?pP2-lPaK%l zwRjLEO$04pxTNFB$;x8ioH;N9IpcUTazXQuBiA}NsBNz7Y0F#!8784Sx63UM8Iy8F zXg0(=JUJrv)xQrU67LIQ7qr|sv$M0zV0Y3)*&V^0VC!bTyBXLK$6lRf%Iz<^Sn~Z7 zxLr-akuO2JW*svQV%8KKJ*abT5seqy!;d(OKhrTIPBTWFm2|ru%sNv5sDF*`C0H-{ zFprR%4>?mD%8hi25_*T69(vzr;UX!M?F%?W1pGBu;um6#AtN^40oL6$m5fYuSp&YCb4!VA;+ z&6hQaZ&V`GYGY-_o=sU@`bAr?7iM$|(|{SWxi;au`jXyv#BdAxufAeffX1+@mlTnLf{ zL~p_ue(Zq^Cw7I}i|P|LS`*Kdc46z?nDToXK1CGtGhuRlCM5zlhH2HuajVEvc3 zMDV1JlIIunR}-ZX9}f%quTh6(LP=*KI_%o1^cZHhc=z|{%cA_eB<y}G( zeB8V``T3CtLn4GnfIA)H?3{5k!6OALcuhY$H}))uQ=zHev+OgFgl%>fBo8%Vq}Z~= zH+ThmBF!1azlNBsK3MQE9d2yoSO2(A@9XmG_~i1mnj@=m|+WlT^^XO^G(osI{%6a!qr zd2;y^Q)$M3(xgfdvn!?@n|Qgki1u&=ygLp25>{%ikSQ5dhTbcj;|bUsp|xTPGtrxC zIP>5|sW)R01Kf!yiH28&nbG+Zx#QAhKnl&J@KR6CTVWLhr_HWsbLkV2~4JR@xUoIm60lt48~_(_c)Ki09dib`^8H`B zM3Y?eDmbL*qHOfL$?H9BrGs^9(FwX zWd<;s1CwconYVmXmt5w|;WKm*`6R?F$ojP6Ls~9cL+iAx7a>|z6LL|o0;VTF8kN$H z5v+2>g1jsOc07H)yx_`0N~R&;NktYwBNkK0iS5XWP_XGi@SUOH$w&S$F(sj9sdP=dY6saj8`ln2`lsg zgdIrkDNrw-P{FM*&C=}{Eu<(@FuBH^8%-b8h1H7|?{Zp#%2#e1zJ$o0>Qcwj# zerPIrgNZ5Lgv4B3q`IMAp5D;WHE|vu(9gsf_y%*TJC``9du+5zt89Wh1fZ=; z>?7p)wg63i2K`vD-vjGI>l|>!y84_HjsQwP5UE3RSrdnDk~L#JzrWokqrfK=ny3a0i&pMn{-trp`!`NKvR1FIQ5j%bK5==lA`CsRhM?B zEUrrS?x*`0?sp+itY>_YO&x>3`7rK4L_p$ zGKu0_4OLl?4$Z*3l_Plraqn;xdKw*oYjG=zrJ>Z-kV4;fLh7b-CP{^~} zuE-7=;Gl?rKJcwvFl221Kr~KXFl5*6Z4y8Ke}Ed2EdylG3uI_OcMm!z6c{X(Ll`vj ztbd=(Ry7!BIV7?GWN1hCHmSpJFk}w@K9Ma2SP;KIL!Fkh!9Vet|{K>n1|u zEQAQP`R|9Ikyriu6t^6ZIVl7Bl((*sbEM;*eDdk^1YHKP(ciDwf=C>$ppXOpTNX6( za4_a1-0yWQIm4nQ+BC>tykjVHgrw+FyjpVF?K&2N89Nl>g4&R{ui8+gWaTo^sH(Q_EmIH`W1uPU0 zUy{h|7ItKz{c;Hlf`No3*kVNH9QN;H-l|6D1VJKWc5lNtctC(Qwm-IZ4THWB!1~Gs z)yR?m01K_@CW7W1heE#f@59-u#^eM+AeRL6VQ%F@AWvO0$9IoOLbm@r6OAFH%MA@2 z5uJ&aArl#~apHB5fJT1q2H$~vhI9ayp#M{p)RqG*CoeSeB_VBm1=qKa%D$d2oL`{+ zv%`3td*Gp%-G&4XPneu*(8yIx?rUJ28ep&tTc|LgV(?I|ZbLQ)PB>5{SSa__bQmsL zh==%e1DDWt2b}rV778fdU*zBU{Q_bK3w{63k~f2c@WDf2+Wq%-BP9W2AEaeG0l}3W z1gCF$!Xe|qKwxLJ(dQG$2D>!CVbnGa9u$WTmTb^mwj-zFjKYLjXij1 zz@t4Rf_aIR3kd=GjS|oz!*Ho7S4J2ps;#Bv2FGU2FY|yJB*9FN9_sb5nQ+95jlG5< zyU|+O94Xsx+CMZfuk?MoT4|6@8U0pfdY3G=s9vH%eHuq(8<;e0WE*&DvZG2x8Cp=B zD!Ym{2-XS{fs!&pDDHn9gc*S#77sdS|F*(q6V+FWK9(r;-4;N{DHX+Z(uhm?iIXLq zgIz$Z5JsPq4+X)DUlu-;U+Ah-FC+_+OIAwDkE1$up`&_+8id73g@H|gW)rldQ2^l& zex2JC#+{{nv6A(z&U3SvT=?t82`ZK}VhZi&q{TE2wrrvfR&vyo)xnzOjbJaZIR*zk zl@#VuKP%|V$N*6XHV7&M*7SmsMfDxroc=u|4)~FkP%px$-@s+DYnk{nhFDk=B}nP% zow$&H8ka(m4jM}q(*G`xR1v1wcYw->6qbwUjMY_9>5n2>rzB$uQ5m&k4YDFPPtuT) zWRrsp$Eb1pjR*P>t5<{-xg1s=**h>0ENkSGEWAUkZVAMaMgiQMq~zp3m2WtkW10$r z&RDJ1Ex$`$One1)bi$O{o%aUy}Qf1ozsDLc&*)z zhc>ZMX=yALSlrpQd!C-0D_iX9dsG_;DIat#YO3-*i8eZPT~Vl~a`)T^dGIh_Z3b`A z(Vbg_6b&%Vi=st-VpCVkQ=_bXIwR*F6M7*FwKpx#Zy37m5ko~A+-LLD%E2}OZHsfE zk=4!4GpVt%&Ei?}uL=%mXmnM#x8`-lxc zaUr(QIdi`HS3=~Tg0M&eu%O|7;aXw%lM0rwp#iyU{<(sfF8=YBLnvhFY=VavVWNaT z4}xS!sSP67to{3;3RR%hmT6_Wl>&@T>ctZyriPw;lv6j)48%Led!+WrocLi6XZhtn zZ(8D<(j_=t^UmMePw6Uqjq>mGoWvEt+GShKotP6^sB|yWR z*!_7@j$p3S*}qj`2bO5(wS-s|K1nRG!r+bi7DIEC6ia`%6S}G9GbL3q_ zjrYvgLVxn>JFF-SDW?`qDJ^Ek zl?q!mI5?edE39aUePS`y=|6uDtT-yc4kKJ#mGl1b-yI#$~OXwI3pnoh|K@6P=~Hhc7SLt8R`iFU3tL0Vd%;QBydJnpw;BE#uIh~6pL+b z+qekY$MqON(t9C{aUPRXABqRk%@2_3mpC8XRMQ zU{G3LOfu@%8_?3R(C!XICk~XqA1*LYIpRFp8CrW`$^-AwESPIYD?X`#++y)IpIZ#` z4Vx`%&nm$H0n=@=rR;Y(ZN-FRal%n=G5Os~8jnR*@J4qc9QIL}(uqM^4eoi83R!S5 z1ULaU+~uf#k00biWOYiP9(4&zCK31Cs5Gm01uyJE_XOY1i~18n4;9Vt>(D^jOMO0( zv`TI=yhp14;vDIM&4g{p`B#^mSa^PAf&zg6@V7(;r^bb2waQRUNusGo1w(<+2xg)HMAzn7?zuKH`QydG7 zq%A(O-g)~jqKfQCN7ZsfMJE<`POQ->T+Ou@gpM&t0)oRM}zS#R3xDj zC!!OF1BcMV5`h#FL>3WRug9NHU-Lm$GBGxGW~RwVhz%2(nH!;Es>!eUDvTK({!Lb@ zNC%7DNLpxN8ump4Iux}r$VY~9deYtP&Sz-cgUpEt1sma;?N0&rKZ@zGP$7+NT$955 z^cd_$vKp3kP*Q^5Wi?2EAKpU7B=J~@wl)|}gt7#)3e(VWUwI`MeS(x9f(YZ za6il~E7*EAjM^~0OrXozBfrri-aF(4j0){5P?Qy5zhJBD>ZrE-(b1tVu4p`Z%8ZE* zhR~rDwrwdheyRLvhj??3MMsk!o>)3>YFbp}(iE4j%B)OkPK1IEoD6HO{b8u+3sL|R z7&Z$6osU;wM#K`!SbzygtpB_4>r9y8cRpKNg5haw4Xt3sB(C{kk&!NmOB#LUGkIJQ zvsT};R%sm_0JHryjfLNw^QmM;frv+8ItaS^*R{AbbIifqxNmYpPa-RrY{CmCIspjv zaCnLI#16kIXE1qzuamP?ifr?I`65(xvlY`TbL`;{E<_2+#q&H_3+(tWLYtJ7xGGV$ z>?c-`TALhmd8&bGH@Th%enKQ(_$X>m5+f3$7Qt0R^^g_UEUFg4Q)`ffy@Wn_c8;jb zy7D5BzS{GI#BhqY`7&j`5BiolkSiPp+r)V1v+*2)C)QtqF12@Jt@rvN%lX(`2RI^q z8eqDMT;LyB2yEh*w)xT@PS9Fqb8V8Iytup+KA*HqGPWpflE~;JZ&i2>n;v)8*zT)( zQCLu_L}Bc)@#Zv-R>B^o6UMYzsW3I#7O^3EaZ=voS5V|rv&1xfAxV*G`FauIp4_)q zr8$X|#d`$6#gybn8#V&!3f%QF{1t2x*Helag!Sym)^mIwd zzok?VFtgzK7N-ARxRfz|MRAxOOL8LDBjlF}Dt!C_$V4ao6^A2SH!e9-M&-@C<9g23 zzz3TT$KRRqTIOcYQ$%NWEx?P$Vezvd6@!@;A`d#E|0<(AO&rj9DafA?4V6FCcMlac zO^|0QZj9txw-x6~Fu6YElzS_=1hYT=%oUi58+|5TBx`{+EuvS1D_KbFG7AQd85zKb z>)cxiTt$3iHPqB_cI{%DXGX-EaA1SQf~FP@&AyRlLqcLp8I`_=)2W&dqkbaJw7>GS zp)$VEOQ+-DNYs-JSNPMCVBs1!0wad5Uwy=*tFvNIc*Iu$o=&< z63Xo1FVYe&xW7dI6c|7njo)ewf?R&0;&~q>a4UvQn)hkk9J!}hsGCi*&7#Bi*M_J@ zS+leKrAUX@t$fyHBiz{xKe;0eK(b@=;v;=DPGCR$R_ z)^_{d>1vHHq<5u;sGPn)joHg@ykAPIo;l<(OP29)@Fh^7ag!7mBQY0P|JZ^q;SP;=X>xjH{uD}aP<40Y(czF&t zLyTc;Q;vQ8nEhNz!6g88A1-RWQ4)L9j)@KtZI)`B%g>N(z5RCADs+P$m+v~9g<)Ia zkd@M6gHT6ok}A9b);o>uV+{J1#zCaO*V%f7fm%r?>N z0^SbTO@Wpj?1Xos0;G~h5U%|V`AwUgO-a8zLk{cOl4(}c^Fb*=U#RH?zOqMUWbH{F zshwy}sOc$w=#L=Y(RDYf+OgXa^n}-(k*ue9RbxRD?Jvk5bnKEE-#$v|q`#uDS=7ZRjPH%#I5A%OK0v z!_LX2%@6D(NsJPWN$hQA1n{qk;}L|HZ8iAkhK(3TXa5k)V7k#Dc| zR3ysM7f*iuW0OBTruIazL1bY0ht~r8LQG?fFYMAXN_A5aH&K}`plS3cuzg+RKIr>U zt3ko#KjjgRRj!V*`@WRbQdE^(^s(5V5s~c?ytnIY`l1msvTtXr)>H{Qf0sYfF9VA1 zLz4qg0$~GhBKi#Y^pLD?B~*|q9q^FtH+6O z4a;yt85&T*zQy`zfT!_b;BmoBQ*qYw@idsb{#dndB^&=O`8movm-z{c;-#@WEOw{y zrdPdk-Cp|apK3yM9pfZP|;ZVcon|BSO0^rz+_)$NDx<=xD|_+dy~hl zfpX4F@xUJv#2hv;+>M6MXQBIAYh%h^i`x~ObQHSJruNsK6W3laI#K z{zP7k?2F% zNuPv(tfx{vtdFaav+sS8Q#QV>&)-sJudlQJq;SZ0_}xsd`d!r_yAO(W6cWB>0#wX;VM%ntv_?U=#)%UwvdFeP=`FNQ*uLY`mk4~oJ2r@ZNB}=a4 z?*Y8@pKWkYZGMS>*;&ABL(Ws`<4f=PrSML6GZoDg5cRNn?dwEdwNQI$w%EBNg8M`6;U;@7`&D~>U)g!01VfKEj>YMd zKD*XvvO#h%7&1loglTWNZxFmpxNKt3bN=$&SToDrW;`xr;Purn!>{wQQwYDo6WhI_lVYtil{0rm}*32fvXH@d01l`Dzm-3o>SiaX;_>9L2$?`@4`$54+eG3Vn6 z=M1S!!{`SuZ;7brRN88?s`QtI(f$pBd&s81@V52A!viN`JL)VvpdTedK7n0NqCxBo zjwJ!?Ie$Blg8!QYLu*2w!)&p@pFzAWUk0bHOWz^Stp*8nqD8A5aA|J-OjQ9#!4FEKg zJ|!4lq=(-_pJ5+jBVxi+(^Kufr(}z^u@wuD!`4{tJ(WEr_I((Y! zkC>WU!`ig4ojOEwx$V^2-c-VJr2%6le1w&qUVqw;tUqM?LzE45c@{8jvN=cjlGS6_EMQLXtG@%!!pU&9AxxR#(zk6wknQ+&f6?p#r@{LoOc5BcMw`Mv zVa+e_drLlLBU@J0qtZsX;7mUGZuw@o+kk|7n`6uF^2&d+wei%F=@k2Ryh9W_mFilV zeVu)@av60RoM5(L&eOhD$1c8ZTDaIga&FCWU=me8dRQYmK(PP6=V_RcQD!`(jqOuERR;V?OK*B;tF4}HSEjH(rK5i8+?;)9p!U||V&wl2afHR{ zEY-HrDvI6g*<2!`Dd~FU>pnbZZPeFGQ+l%6zRi21?uc5cB&wz7JCn=YRA%%nTYhiP z$Yw{!#>~++Vlj+p8LL$Nd)Ug0ztZx`JL@-t`{1m5_;76Cz}H*KCD@K!TW>Bd5*oBL3ozcnnG9C2qN!Ibm zkpRNlg8-=V)2Xz|85U4vwdO$J!4W@5P$OQ~#;}l-ma-_4KR#$Id1=xau083E=e0T$ zkY#m{87>Qz>LZ}y$QlzKBzZii*I69 z03m~w9M<>cFa4tfOumvmoVSo=C2v~0buS7FW05%*`n(SrHNe)trc3E6j9_%B9tp z5B;@x%}){Wf(6z*IZQ1#ZqV0Xq5RgEnX1QCk!IpER&VHT zD12CQdelW;HRGhg&!P64bKNLX*gSg>IKb&6T@zZ5N&!e6%hr&mw$^sl9*gnpx=XDf zC_a7c(<5Vd;2QcY;hIWXnh~pAe|~|zGLJr9Hijbo2!5Sz;#+}V{Ag!oIEhuCHJb~O zhT4FBrDtdwY1R}tf9$Q~S%a7B56uXD?Zm>>RCZv1b$328^=~MO4s`uC5Rd+}ny=Y~ zHPtFH!3})I{x0U3PijeFv>kDmjgSj=O`YrrQbqZLt2|CiNe|&0$xq3su!DcZGu<=a z)0)#Z0T$~QV`o>XO%Jt4u&Y&g`88jFpchdc1RKXW?-}?Fi5>bS$)~IGe_qg9#ZIN_Z1s<5!`- zK7^(Vz^aF$wJ;PGu({)BeWQp()ueTp3_7Nf78>iG2DCzRIcjI3a{Eq0q39WR2SU0tJ$ z{s0V-Uxw=zbbgl2miJRWR@hcmWm+jY)34o4YduCZ_RsIPe6L}fnlNw8s^#zbC_P1e z71wr?XEOO@S)(3~nXgN7e%>xKc@!qs+9uDt!OlX`8Hpddz$k1@$u3bQ? z&%}Hx(BH)7aep%aJPqdW!b82k>@Vt{>wFu_m}tvrW!f^B%v%)tMMQ8x+URQ2HaD3~ zK)YN+#PqV1y=1xZ-Ry{yikt;XLS=MG-Cu4eZtgA3_gj+YnYAf0 zE_>&lDV`-C2)<)8I;mabuAadz@ABzYy0DH~e%(7>2H&eKcNpIyVe6*S9hIu=Pp+nWHnB`8 z7jYcAis)J$wUHF73?5rb22+$|;hffb^vD{Dmv~?JmE*s{T4LY1p+Z-SQc3%0RTuNK-QN8w#`=zz5njiiYf0a5zx=cRb;Je2i>QT)Sf5n!i%>EoD^Of2V$Zcoe9Q?IsD$|bn+|#RD~ zXYZ3HOrukGc`h@@o7qPbENcx5-7dDtUu_XlW{p%?CpDHwqZ4NzxRbCj?{-TEOPc2P z1C#P)_Cut+-sTQI3qUfVWTx|wM~-Qyd+(w-mzv#qwPq}3bnQi#U7_o>MX5+Zih5|; zpz~D7L)F^#Sqa;r(k;V{9sfldsl(ETNYk$85Kbn0=m@=xhgJ_khv9bTFG(q*pL5L1 z)>9=a0`0q7_p<9ztF$#f&L{6B>W2g}=f#t{n%SW z4B*QZz_vcn%-dWyko1@0mK+eM^V+xuyI3H1tWkZPWYBZVt|s~8UO3Q{H8^n>?L5-% zwZ_0{b5mR>MDv!&&wQ!tmWNg9zVb~5WzFaD2jH@vf0}m*1#YA^=9PoWD=KUao$B*a3z4KgLQ5_Hj*RuLw!g1`KjtQT z$C0or-N)X~XbX4@qMb)?fF->T2eSsn)7^57uwGsSF=$ z#e>-J8zU!fkEpq;yMH^SH}opJX>hX;ZD}`&;9`5p06UG|&g8qXKA-7mO?Aq>;+o6Y z@E~#q55IN6WfI0Qrk|;PUZ*8a0vvP8CzA)tSZ~!X(y%__tNPm-+(G@zB%!ssuO)h$ zq@_Ifc@jfWNK_J8=#JFL9S z03~0K?%$5K_O1f0V>x_$*D|t;t-B?>V6qx`kSlQMEDw+9DZX5 z4N}HSo!*g5pnm3lZ(5V>&r(4v4DmuH;PCxirkTR6DCDT!+W7X;jFjVUP*%`I%1O(| z%gKuTy>kM)B(2Im^SIOTAz0E~_e#b!2hW|3dtgUxeQ-lJhg+$G>{-&IEpW0kTd|fe z)075Qdl}@=?q?OT9+#mQuGuB$D#LAN;QBe29~-VJfECf!{=`S_W{^8|t}2cKq>m-K zC0jS`g&6GFJ%qQ!?y8DEGnlPOO7Q=E?KRnt+g85D-Pw$H5(7wGky;rLGgs*DhR+E$ zXhAv;RAgp>27;>#j|G<76_Fx!g1Iak)e>GBs_@BH&Z!IAbqJB&6}}RE zwaX?-hZfH5-SBxeT{V#8JqKcZps)8P+djQ1Ca1=5GFi14`y8jyZST)|dBlv=N$@go z=d13y*x zZjGVjI+*&b#B)MYQb2gp_HpY7AB+^*TU_4PTm)khWynCvX8(ULRJm*2SWL)$y%xVw z#vgPPAO&v`bp(HgOTM6?S6djv)9&}+z$}f; z^nX{Q4w~6$`yZG92ZKLgQi}Z0`{X7%-%kF~ty}~v-_!9gm5-5YKxeRME>Nr#J4Wp6I9S4Q~mp&tm@D#lU!eU_{%(n-Gplz0Bu0N+=zrGS&FWHQ%rkZ>4b2@?6pvy6w~MGkbhqVe_fwejak9T{5BG0^3{ zq31Ambz9VtRTcI3gfp3(JcMgVCBZ(il#W|q|Mc_ODTlRh&8pG0_CsyB+u` zw|giO4tm>DmiH(*w*8p*%niSN=?v8(W}|wc>qZ+uLD!k3NO`$3bE|aQ?Jcb;kfT1p z(){}H{EBe)x_;SZc|T+xOg#z&DGQVh-=1F`A1&y#wdtI$uh;{=h?DP`9;PqMbqQnU z@7ERWtFJ8whxd`PS^1vcp)b#Yv1#NQdLP;S^k3ad zV#k0h@t}0Lvf4M^ulmWFoxi5+Sy^+aPyQ)xxUPJXG%As$Ja)!#6H{katC@uErhk4h z)z#NjTF~_^BXDfhbL<_v`N(0ACE%sjAx%c#JqLhy@a*4N@#24G1*n|M<#yL^+@x~r zJ0f@c%=nZ`D3t{&Na`R+p-*`MOBoN1Ha?);ExYpmRNkiocW1sz%&&&S8+6;qN#lLJ z$2LK;aPtbNbACFld!lcG>b!H*DPL1JR<7lXS*t{s9wwzA#~y7wswpJCt zQsrO^Ma$ZYE{-EPy6leTtR?d(JIn|7rT1k2Q(9{&XFXj%%$gj!#2lKxyT18ab7xEv z$x?9hpue|Nme{skp00Ki*x~(0#+DypID5DC%F@&j^@&cVsf!60L5XYOLbM99R>&dkZl&yR%Q?BZlyfCs@{x1f$#QIp7LWR^SLPeJKRlEuAz?fbk}xH_i2<4xH#mf7{4`V)^fcvf z>&qow@T@PCJunX&-a`YfuF$J1SV2CIo;h4`3K(7Qm1EYQpPuoXYmcSCrRNxzGt4g{ zAyKUM)ZermG$qY`>HLxPKcht#7M<$`&Ba*@qsZvW(kSQnEu~&cIry_{VkLC^)l8ER zM^D}9+IMX7TS578zemZUAMoxkk%?NJ$$mX=r@wF^ssZIFBv!QK5i(iIP3>kQxpx1+ zij#y)2F|vwp7VM7P3^(J2l4dgw3dme-7(RtI55}dCbU~C?KX)UaEC2=Yc@yshc-uG zFkNQneJU&jnvPOmO(2&D+EtA1WEES5BU#`5VvwwG!cz3*EqEXC&u#%b>o2Uj6bl36 z_xzASH=2rp=fshh`^d7>OHRf|#e8Q6zm8AY8!aeP-J2tZf=Dw!JofEZYj9jtXs6b5 z{#>kI%lR?nD++t)1=9Bj6H3ee05>6*u>J%?T$HoTE+&_%zsjLUjhY71O#g^o{EWSS=R|rZr%)gTe z%A^`KB}5+ihYz6wJ_*T26o2W*?#>S=J&Q5SBeGpC3z7;F2*o@}g>?WTV zP2kPGU}w!zAowEMvWrjO8Na;VOL$MXIQf2eT~u}``7p=tvYqDPyr3FlV2LdmP2kJ^ zqRenHq$89>KBc&5h#1YKhx_gvap5wq=Q1TpP!;S2{aDBXd<=i%!Fz?}^#vGZ$XmsL z04z{bInI>p&_@POi9BbFaO;2z{XE|6W-ZD2z{chU;y%-;b-~*^|B!9{`j9;?M$oRF z+Z*#NpNccHv3j1sz5onKIoDLt=OJ5VVLom=XTEixnIRsD5upN$C8lSF8HIn? z_RBK<6en(=Xfyvig?D-1E>CpjJk9Sr57VB=->gR@gv}t=F>bs|unFEYV+-?mmLqPb zkajV-S@NgTcRx}t`C{Mc_=K{OmxTL3VaKR5<5;3Gnb(*-=tr`W4^kwq;;Mql`5gC( zn;l!NTkl;Vyn@bB3SGjF<&R|1;`>$Zd*}1(6&O|EZv$Se`?v;k%s(om#^z=UFT?rs z&1$92~(lp>*T`OpLahs=e(|l$>jWx%+rR5(AdQ_%V>{iFB{Ey znzd9lD%w&#dP@M-UmgHU)Tx}R@{>!DUOvHEcys>_=L65lep!DqcBYPb*->396K2h#IkGqZ+j6Wr`t1(sXydC@db)#I@~{T=Yr zVK~>FBG*@>$z*88|LJ?q*V<>&!PDz3<_vC)h)qG}&b6PA%Pio4!l$ z)n8KIZ~CV8eFjFfk1~SUw&P#zGl0S^6?v9q)3!i!8>V>CZCQ+*k%J;}kd_ABr@r3A{cHk)98+5Sf;Ny-(Wu0zh*SIzw@Nzu6kLU zJ^Qc1|J;#)Z(_v%5B+iodylrF7O;>}&t^mV;>~7@;gNqoPQSe?y3wBh;%2+XVf&XK z@ZSagyX@XHf>U4jA>seK#{bIj&YiocN{O(fRhlfR z?mYK*RA*FYI{&bNgQ0!*OjqyA9=K}z4U*=`u!4e2{w(_z;G}rtWOz9@J3u-piFIb0 z8Xy=UAsF+h{`hbbHWO$0bu&_WqR`2ykt=gS!>>prF1iK_Xsp_w?h^2(eN4U@UAtS& zYV=v@Q+64WY~n5qHJn7dKR0vHXY&)5^dCEzem!!WU=Ozwy5`aCb?;B^;D0fHVlAH(T-|1)dBK)XX?@~pe=Es%_&qf!{wn%SPtMJRtkUR~> z9x_`E2zdN;U!LQ<@Ue3!Cu`!$*&vwD6pC!*io%{bd-%^@0_sF}8-bt~TXEJ>(3vA? zyDJIlpgHRBSsJR<@1R>K1$O9pm}@BxU$%?LbHd5*z-j0$VO#YlxZM2{?`YgR)-}S% z$jyj@MjGM)C#w7n8v^=UDTKXXqC>6VYgh|Q%Wec+fwg6_9%DE)zO^%*Y- zy>I+zJA{!@@5hh>g)<^0uoCDb7Y9te=DF&JtIN|gHaJg?o@xjNma1Wx_h*U^0qPw-}@?&5vUnIP_ zWT1Ge91rBg>x>Y-kiV#7VtFX-Aqgh+?!OKu8uwr7-IMCE()veMZK^G<8D)QKqa0UV zh3%!Su?Wg>8NRJXuOJPw{Tk-@3Cca|1;9LO$+cqPunjr+V<*64ME7_S&S1A{;LqSB zkaYVd_O^q!$}Cq|*=qTif8>QAoE}Z5>+%*CwUrq^R)E-wQd2xO230AsFci|be);sa zyw{rCI=j@>OSH2}X0qJgqxQ3fA`v7C}J4V2BNAC4GG z?M4~Kg#nejzgA<X5=2C)(hUiPx% zJPvYY&Dmtb>kfk!5nPAX4rydm%ju^=7SKs3L_!{u3Q_%Aw`9MrV|~4O0msR2E`b>- zMAAB*kzq_|V?e5CB(i}Q3aas1y@jJZc=C=(aYBXl(!NtNO)u*RO}ZqCb~Wh^-4yon z#Qw=~{Lx#D!;}|5>H?)#I^FrlyyHWRA(fx9{nIIp83wRXWxQM$pPSofGm_sx6FItk z15njk2|2Ia-GNBOqG=EcAdTbPRKALFF?E7AT{-0c!#ilge#3b;WaeF3F}FRIo|R5E zY&LC2GrkKx)`c&gMZn(T>waeS`)sM#6&E<-CnB&rB~-9mX9%YQLa73x<87{h8&*0 zMPEW?YqlcccU(jz$~fQ)>Lhol)Lc}siG*SL`p|g z#BU~yHU3y@$q2}4Kz#WO*|fZY&Hg8*oD(`a&?~zA0w5E~TiC)Eq-r1|Q7dD)>H%}7 zQhC~h`i8}MU2#s&+NHosb;{2M+uNc7=Z(rL=~lr zS&`g|naCqMPQ>^8F1N6#l2vLB92|+ZI{Eknth`$&^(Lzfi(SY_iN{9do!`{L`gfBcZMxNrZ)SAU8#KZbLEDVs5yGldQQ1&~P4bcyZ@49@0w#m*L-< zQR`?0W$r6EL>C~gnsiJ851sK39!Hvbr{2eYOvo;hlpT1B&We_F!!C@lt&O~dN&r2U z#t1^i0Y6h>kA65vm+_TY*hjD!G8o{VVecZz>;h$(#kf9!u zQ02=o5&r>8w;P3yACREQqok&7er#b1f5h6Y9jwh=jBC?HQ@BPvamqyQsnf>B$2x(> z14gi?`FaiRJjucvBrD@_En%J64H0X16KWzx10Y~5>;|twj=Vk8x^71n1*#JzZK5~M znhvwlXFAVFDE3l6O7Pr`-&_t|^e60(D8+~#kYZn6?MqJ~rC1OKoW)Y)R(>!J-yR?b zG>Ue;jULBUtQ@wL6dax)UfnNzT9HT|OW>|DFpwk+JM=8mk>A$fg3{_$y6A)sAuaeE z0FQbv8h^2u%jD%a)UelBrvlu+Ptx>CNDkjiH)#S#bg-RsYg0075>J$*|E)&MY}QiH zq}f%xnY6u``kPU~pD~eS#CC$;^T<^(hn%oFWb3smgmclHptt z8?-{)ET)>UzZ4^B>+0Y$7?^Aw<+8RZ_BM>C25!HqNqRPJh%Ao~xHiuIMCs?KiUpic zrk(ZZRY^2CF*xnk+^dhIj$yV6XKSZK(xJ}(ST`ox3Z(F$+~Sv`0jiE)Yfx+_oDWqp zHj{=##WSf=oP^Vb@|cNdK{&G`sOVb2@WvfrcSotTI)~5FN&H;hXHZj*ej%R(l^Rsq zz`!4lMvWE{HY)tB<04934k;d^)dj3~>eLPcyrUmq>Ppo&ne9XI_xT3|yOF!sOP+FZ zH1y`tj`k;oiTK66HN4YUM~e9Om*c2Ky|Xvgyl32Vu3jJPPIPBDa~*^X!@6KL;e63w zzuo_GPLh7}SAZN85m3kOJfUZ14Fu)O#jq}psnMvG%7w5VjwREu>4LP!Ce+MBS?7T?>P2EW zajf&npt5LPkg-`2HJdgFKxzgL1Qkq(nNd=+8Gs$iC$!9lsFRB2s#v+lOzDye zCoIkM#!PA1WI$}mIHePR$D)`(G6a5forEPgxuw;3{x zixS8X$elCcXZBe+!8G<>F`+p2UNV6)_AU#$0=_7K9DpwpplaZ1@q~d{m&#H0m`~{h z*4Vo!Xd3v^4q(lush0$G)7+J^wgX?pKyknqDG&897SK}|bPV)V09gP%B|ybMPZ5rYO9Vwd; zDj)qaBUCvOHv3IIUo`RCj8N&w&#Z~2UL7Z!)uD3C1K6qv@&>NvO_-bgq;ZL31*reC z=(k`DeOy`oxx=ia5!>UQ=0%X;sbqQfj zrMts2V^lp-F=JFV4`Mw7wrYW*lC6}FM9dhK%rjYSfZF-dsmf4Lc&VyTP&lyP8ZS_z zfXb;|P*9ku?f+8#?*`!`PHCMmw~1fG&O3Gc-yuNo+C}(z{x0g4uYpt^(T;l@tnkdA+5PQkay%49_Aa z8U&T;x^OcRP3<0)Vb<+sGA!0OGe%j4ar_iq!#I2?j^Z*cT5VdbG3_xe^ZJRs-)!6* zL1q9RSsGcms4z3!aWza%S(b71lu>$d`VjggEy_AMBb;fK9@Z&~$*_a^=m+g#;h~y? zmkQ{3y=*r=@-T{Yil}i37hWt`%4WPlXP9xRDo>vAZ}tKi6hUU#<4P$c8>?3IL9MB( z+Ay_<2UBy}Fplk?^j7qx^u;yzCV$80!rB1}znq-2JGJrYJ6q07F?pNoYwt~^jsNx< zoBh2!6F{Adp_pCv{ZT+C3t=%-Kj37Jm7qtr>JCY~fO^Dtgn9RFaUnjTi`(Pg!p`vGBmnqIK>{X~{N^nC{) zn*s5HRorFq5__o2_!g>aSbuJ^I&NlI`<}$sZTb>;NJO9Q0_=7-Ye@97M+pCiLxEznxd}>Ej%a`sq<>`9|u33S(^S zj~5{6pXzN*R!?O|f}efh=1D5)4N~5;F3nc^>Of{_oL}5Zk&i> zPs$7Zoz{_ayG{x>UmdQ!!6ZOskb~}jL}gOeC|P2GwRUGpu78TJ|L|4llF`AFl2g!b`4EQ*gA^syYX|}3~_K>4_7Lz>(`7%~B za^ijzFJ9tBlufAVi}4+CzP27ch(6z^)&qcL0dTY~U@C%g{uj4~(LU^<^`_6pLqef1 z#(eR)U4K+YzBBU1nAI>*B01A8;~zvNQ2m_2B0Dzc83(i9%8rX4N*v3~?3;_@J^L5T z6d{9uqY^YrIirH!&If%dT`YcI4i3#Fty9$A8`ajiTKqk#p9m&@rLQN}_f1)ihf48C z0dS=-(${VfhvI2*v87Q&QY2CY+Jw4HGEX6z!To|Whucdtud>>c%M>?3r9ZHatE!Pk z7S~)ume5@F3lRi+3<8i{VI6!R`auW=62*TpUGtB1iN5MyBR%7ui+&nhV~l-9+^6m! zT%%ljF5s_k=Udxl2k`GW?5G}Gg!(}U0APqnK1l8%uLV3%I`Fu+9~BOW*Vkv7NzZH@ zB#KtHz^ePZF+tYe7#$D>5-+kN-Ym`m7tqhgyV*g2pUznqppn+5Vlo>$Me(Ux{)i^U zobKUXlb*#cglgX2{GEhwHaiqa`X+w#StD=eyxAtmhJcF^0N6%cogMXhBp;C_0NTLO z@Y#92bC=Fmw@-8JXIOQe9lW7kJM25g2GS*jdmwM$+q!+&7L2`kx^50$|M9wgXgA!a zgd^np!^s)Xy&J=88;qxBPSo+xdgh%#ZG9OfrnOd7rXBPD;{ zZ0E{mja6+rCKjW;!MVOI&t|*FlW`1YR87;PzAl!o_mQyv8K$Jp?UXAMzYIJhcK08DYM(E!dp%v zix+D-z)Q<(#rp)4J0*f2z)W2iSrMR->el?ATOLtiaK>0ph_|`9q<@CBDQ~KHN{Q*l z+rCb*d4DpX`GZ5#xVxd_q^jEWqu`8FUtV8N{|#v*A4)cmUpOwc7{r{*H9a$dza%Ug zJ>NvZrE;6MFYemGU@-ncX;49-zY;?HE8v8rq+Wht{q|lm_#LkvVE$uIg;s&V5+QdK zdMm!~uYps*GPihFTck{{{c0+Y{ex{LmN}cH>f(Y52!}cJIK}N2 z7Mk*co^|@pakJ;&e-F2R(o1J9&Md^AI%Nv8w3~Fr%}+0C8YUS#Vw%eC5$8-FH_~!a53?0U{1UN?yu3CVM68M-f&L1T60FV*PA7mL}xNCnaBU;BG zV`gYM81bC%au8^}P|Sqr{!YY1(a;m94aXYet!&C*i9kQ z6ZjuOeBqG#LiFL_nBS4|gvi6ec8L*#1HXSq4D`qOBhkFC4vYKUzeI*u5g!7!w|WO` z1?3aT4_q)PyC-f3_WEDv^o;C-&;@Q7JFOjA-v|irddG} z04EBH>j~TWKV1^S7Pv!Db5HsX(lw6t&{|5JUy3lsAb z^ifyO2G*Z92p2=6ON0sEfPYrQ|4IGK?nM4dl^o6H_y4-h2@OU5H>W3}{_tx^4BZE9 zHg~+#1bvRrI>-FIqVU0$`=S7)BycLIJ>}|N?t_nw{}=tWHu!7?{NC%lf^ zqf*%Vr}eJ@miGjms1ic@A_?m}is#ZWhwEa~RggqmM9Q884nr}9D`sVZ`sZ??#FR{O z1@qi^k2MdT`w>15VA)ZI`dugYtG9TfjZ(B~^W2JFM+?D0>4yNrO*w43kq42pi z`ZMr&7rrgAD$nLxPfw8(AL!kf03g^DXr#{2>?ihi~N2z2Og3?;Si_!bTfo&`n> zGzi=%7zep)1f3-^+UB^v$XW@i#~cpJ&YVQU=v+Dz5-(3S&|b<s_oqBdfj$ku zrd8 z8>dq%FBrOoyL*UEsp=V3sZQGtfvAP@d!A0=t8l57}zUS}D}2!|djRF!;uc3~Rv68Xw`3?>lFM#E0V=A0>xJ`I zf-Fsk87YH4<9r~e6F(wEt>$cJg@hIn2L$sJq*vU?|n%> z@)ZREp9{B}<1GF2uz=U2;vg6ueWy*b=H=YK--jRDNW5lVdH5++o7_W|%-R}u9^6jI zS=bui#!H!si@P!+?NwlrX;E25Szw%$bsQb_;`5im?4+`jbAw>Bd1UaMbt3aMlg$q@ zf4Z(v`(BswbMPx1M$eh*oK%15lqvFH7gYWRm?{w1Uas=0bP#oB|AlJ&5^Kuj`;rf_y$xXHD@1w<{4|iFo?> zc%)TiP|_8Tj#8nO! zcH8?JuP=T5u-U0wnr|$=#ESuq5!XvQ#$y|)Rug}ANqvushbX>?=DMJ|Vop!pe@;dh zB(UetvaV^`)Y^`xbc~i~aQ)t+h`ktqBT@L)R8Jx$l0!m{1U}bbMx&I132*0VXC?b) ziMAdgtCMpTq9XG`xcxTw*a+=cfN(I&gJhQ*JTT@yJt37MdLp?U1xNr?6}INLe%*B+ zzfZTiA1sUp&-vrTk5JqF5#q6szrW&kg(sY10q(=%aE&M6^B|>hT{wp!PT)i(z(WTn z@Z>fL5D01M{<`&$?r4hq76SE$d(S7S&o>6rgg5mtyKZ>@H=lDqqzR2~UVexDW}=qg z)M`u9@kqp==tJzG+2%3;@pBz^(gsuVTE8+qY;CNvi`q?hL9_Pu=(7yC8Dp-$IpYSE zbzbgrEGaq(=~B&6X?1gmw}~Wr-3fumlvT(TgY|;9x-8dLdlVdLEFzA||AnI@Hf;em z_-}U)hcu?6BABWc46~OmHoSkqsRO^fzwD;0e+~7(M`5ZDzy~Pp8T`715;=DiO6yHZ zYW2qk_0knN?>Q211f?n-oi;4id;^N|qdHRkxF$NWW|^bN3Ti6Lg7S%8+@k9QZt`SS#6( z@G>GHcZG6`me93nfO~#bzXTK+Cy))ei1F4kV)czZ@I3gp~jd_Om`Mum0jz4X+EA zY`gPfKQB1%^>9Om@Fu;5yXPL@!i(_2!)HYd6~u7b>_f5+hS)4614E@00mvPYnvz9ZE59t28!uwsfdpM^6$`~S>VFT5p zuywmcBR?r-LGtVE#MmHA+;XT5W}|5dCjdKMC#{TxJgp2R21U}TuUy#^ODQ#IM8T z$jZLWuNu82QTPkU?&o4ZYn5e><(pkcVADTxrRfA-8;MtAq%FWN{fN)-L*V6%&_T}O zvVoI{^$($VHJi&%LBm0CN;ipUYW-5SRPCl|I1(T}5z!ULGYpz(GR6bHFu8aHe|tJ7 zFM^0I^*5p2`2)}OkMhU(bYJed41c%h@somq4Pd>xrUD#d&4yzkHZYU>$p0eNvFW*_ z?tFidmCzj3;|ux%*Ed64FSpb?H*DcUY2yRGdcqbJUEBA7M^i2-}@C_IYZ1+3i^@dfH6!|y^<691|+OQeT8qN-plM|p!*o&nrQp5pL5cOk?oEsg_ z5=|2vg}4oMloC`T4GhB!CgVoyosUl%5t@Tr+H+ZfB$Yh?%ol8({!<;rfY z@=GXnw7by^qhRRL4I-N3^+g?Sq)Z)|oDP^gCNgqGlqOjWQyC14suolxJj!5M4p}@v z+j0&wp!2FIJKm^9t~JS_)d8D6ZvnMobniWEiM0c*A85=oHTIK)}Ptt3AbEqQ*d ztPELjpSXymlo~`4Dmr;#_&)l{)v8x_E#l2DAZ& z&y`bh;t4ZsB3RMx_X+*U5fN~Hos9l4d1UT^^iU2GPg)xZO!$*T>yV0U*;}Mj*XfUH z!Rr@*;l}FfUC$ZHhRf|G#r!N?cZ3qeuTK)z;f-Kar0^ z{|M*j+vnnonYJN!^Qovy5l&^`DXz89)e|6do9-^hBig0m0L*zkD5;ARs&Dx zKh7RM!sr1egaUT5%MH1898j?WiMPp;iwGz{ly|Z8c$GdQ)+8muhyeJ$tCN2c}khH&bZ@YGDAaeCg19_cnJinG~-uC7v%O&Z$ZVM07+xrea z@Q6CAC=Asz{KHwJJAF5^79rQIV_c4nH%(YodDych5Y z1OD_Z#IlGnoaO!Rm)1|E2a`456=S}Yd-%{-zF`1ZKVS_V#S0ydW6 zgOf8haaUA=&GxO5W?>Y$vu+LlG_?>h6b2;v5AV{)%I^KmWJzlmDrwpM25Zx z_}?$9CVG4f&TMKBOd8$2H-Q z=mU$umF(kj7Qsq5!6uNtRhu}Kj1R0s_h2?cVVDRPmgdZ{U=Y6hcPRQ^~S?64BjFP-X#pzj7Lq2 z*E~GZmK2D=;9*D`#jeeTq2R;__u580((XY>sDy>}XX=4n88QLjH%B4cc1%fdS}*P? zU=49IrA{!MuLUWSORC+usKigtx?BO) z>P5;jHhsHee6-l1?P;?0@Kde#ayP?2v0|h)!)J*r<55dNpc+O&&vm54U4;Lk!=?yR zYIrR#xubzkEXf2Aw35Jra`Ik)Ev$( z9^a5POT{aheyX{^quRe-wf-|>sJivm#e^nZkQ(@6OUQ;69nyhBH-|KyZZl^`=Z=iH z#j0ZE{4CZ<9AVyE;ugl2bt-Q5Fs`fecWE~>M?`*P{0km1Sx@|1XbQ1_{-6h9M*v#o z&7|EY-llKxxae2btT{Ejhgx-(NNFE0YsWOzGn)Sm>Y7Ok9e7qCk>X@3_|aWKplo8{ zY4ri^Fl2}vMB@VOH&3OifRWX&7bYxiKMuMUaplt7d?$g3y*I*wCbX4?z5431fsY;j z_Z|6nAz49yrJ^A7k4vv<_`(-5V-|DO+?rCQ6*X#GTJ)b7@aywXD62nAK{Xsd%f*Xl z#6zD+mied-3sfGqBgCX>IgnsQR&BFPFA9|b2EDqBlkz3}vd9w~9+OW`?zD}l36y?QkdXk2Z!j)Qo7m4XRQa;pg$WUHwL z1am!*0JE2^D>@MYfqXQj-f(1?^sUp5l$o$XKx9QVQ^GDydW?CvN%Ab}!wN)V4~yw1 zJSHb#IPlV6TXwhI(T8r7RPz)8PihI_0gy45GZDi>TK&BSX7k0O^tT6r#y6w$O6qA( z$e2#(cG0Dk1WbJBqo?|)-q~alk@}f%iW^n~zd}S5nVE1{r%{xcG2D(i+-k&qAW6rs z5+7={N-9|d1SyJ8TU%e?FF!D~@lRsN~z8BH}t6wSp|* zks6C-;=6~2P2BVB*=x9csHMbTiGm4LLSG_lDzqbpGzRMnXc?0hGMY@j5WNcS{R2Z) z+<1rU5?Cx>LC$T-%4Q)X+g=eB_8xjYsl0;_@>@>CQAvmZRs`9qDT^@bOzhv@A`*dv z%_A@;|Gb*0coV$b=ceM#^aU!lUW<)y#Iwho5puUOM%mt7UIL}FCmOOxv$ zbkIIBJN#82&0~oy=B|!rW{GV6hIX9KA-!<8dySUW#=d_w1ova|HU0XM3c;=dpisQB z^>%B~r8f9@^UR~x|7^z%<<0i&tYW+9oo^(QRT17oBkm@=hTxn*4V%*|ht@b%(s zME5;Y?)d`b-H?=3S%Q`c%$r02wdSrGenNR?;`m>=k^Fl9SJ^r-yv%EhI8=Bt&#HV6zd)p9C^iixAIzWf1>PkJ!9Vk(!*=z} z>-z_e08`fr%8u7^pLmE@@shu9Aou8TwZG|-#L1EMj7->fZiTc0^wV4djf$t>SJD*?+x(QGbH4^t0e67NV#BkZL9zN~xS|Y>r&c1kSql#38h#&nkhe+r~ zdb?AlzxqC@;Cex)ZB|47QtwX%ww%@O5y~f8SVP|=8p~x+Egi^PT>Hl=)N z{iIk2wmFu=t}f>V;Mn3-ZcS1X!)g*A7Hk$&v4!fzN#$-CNT}LcB)>RwELG)Y)2s2_ zUC_Fgn4PIB$3T=#W`stL;Wj#SR;4Jd%jQkuaz$&M`Ej+kEM`^^%QoDh=Eakw#`sX` zJq7DZ=cnUUlsA@PcUf;9+0_qyzB8J;23zmz$a11JJ&XE1fPtw1GtK_Z;V?bn&^h{p zulvWrk?!Zk7I^tI)vMY%DI9ih;)>2{6A7|CQ*+qEHHE~VP9IW4WRbVr@1&^}Dv=>n z<5Vp*dy)e9KRs?!n3!J#CO5LN{=i18*=Oml(izGx zor4$bPp#ZaKP6d>|$g z09;fkyFuZOhLrRR2|g|S+iml+Azu^#+Sd=UJoC#Zj)k2hz+uT&{d8i?EtoRLF_y2! z+$MM6-7tBwd(U=b=At6jduA|4Phz|VQ*-5S%&OZr0AukyQ=P}+h}$?FcBk_6&F`d1 zI_8W~;^6f9f$Au%>gyeQS76MF*CDOwfVwIW*fey{CPp`Ad>;&5|BJ_%-loU4HX_Hs zQSqC&05yi(XXZjFxtO+RUNT|9r7X=LXQW{$eA!B(C_`+%kvAt@DE?*5X3pr<*LSj} zdCGJ{fHRCZgUnvTi^E>KRSG2q%nSUF6vyD!?iwOiwJzi@94}z7rd6l%%(44nW5sNa zsxQ}#O>m%E4e(pNKZ{%rjXj^79b*NYe2HuF!iL=b>-P^}CxW zVIz4oANtE(pP7CO5LGXdfE{gQ`KR&v!9zPdz{U(+dCyn_kDc5N2<+7%c&9Y#ZM%_4 z&$<^I;@9<9{647TJeFY6!IGld%7&dJ?(S8x6l5`-T%B9rvS=+pEJ zI7JW^Og=oej>z^J&-4P+>|{@oMzNdt)&b!E?Am0xV7Ma0G>G|_y<1p&_Wxh6mIu?zKti>)7R-#?e zQ5))KwpNIkz^i2X=I>FmnW#WNL;sm4fWREq`QHn;DSlNRjV1D%m+PH<(OUI#3FGJX zin`Fjz@=5!8^lHF!h^CG73`<_KOvS93WHIExl49D#%t(lz4B#W)bNC@J$7khpr674 z>uRp#MCCo3t4`x64qY!RTPfnOejax*^KW&M5d55#+V#bp2Up_LoKMi-uI#?f09}Wf z*`KSqA57cr9d|Q|m)b6XDvI`x&t5vBwkFTnSXkj=k|;Y-#7E-BF1^{)d#3|_DAyZ? z5mS+S{g_ZX?`fVXI~oQBtc5_zNQjEi`jpPpB$Suxv00^46PYvbgQm4wZ%RVymZW?~4 z+jK52S60|znG33ao1%Sjb)AerYP=yM}?wqh9W8N_Xx09SDof|EoJ>Osi>Vcge{ob z4|jA+z9h?amct)q>O|ri@?;boRnHOxzcR~q(L@-0loboKF+(WbMLg7~=H^Pp@S-7M#DL}!VDrIIfjPm4Ja z5p~^Op+D7JV=JUHhXGN^)X-=3yl@AhwKUhQB6s3-=jk|O76~IU!0+A|7DEpc_2{pZ zUBS{xz!gPb^oTl6-J0Aw_q4IRF`DyspK`Yr!w=HiGZ;^Z@ll*Wi7ig5pn{Wtew@~7 zl2qx2%<<7p@sn!C8a(*M!hw(@`D{D|hm-Ps93)}li;C*=wH1}s zy;!1mm2?jVQ6i!VcdOfzy}{wjQFp7+IT<0ghj!*OT;eEs<3nJ1mY zjaEZe{4l0N?0{~P+2LObJl;B8@4b%6UvmgQnDXAI{yOQ5&t-|}sY?~;#XK*D zJ|7OJnPvwlhbtugL>tV<=KYJiY^N-nMYZKgNSm3Au=Qtb6mT`6$@4dk(X|N_{i3Sl z(zAQ7z4HD~Ct556MmMRO0YR^&((>V>!oQ9rwTF4EtEzfLTMWvxp(4@q6%N(Y1n(DU zNu2T-Zn=Zbo~dQe$^#NU_RipW9}|C+t#aA-eZU+;2RCm1)uF$N)G5Rf**)0cq z;g`7?sghfv;P523!d^!DGarn0IW)O1UJrvu!{;k8Z`Vx5%z5^jN5&%VIq>j@C6?T(J0&m2}>{s$Mu3? zg|JnlO#YPXpQU@6?BtF`eH-Q!BhHuz2_u*2N?qUphg`CvT3F5mXLf}Uu$q}v^2e#( zkLrd=oO;?=#tZk>TVhYpZO$Le#oL^cOn>0 z$@eY)5kNeE>Qk=n$bXoCo$cW5`AS*?N-Y|yGOy2N0M-R}$`wwe4M8!n-wU$CddA>6 zcCILzkyoUgQ2W&{SOd3R`Iprn%Yh87=$^W^WU@@>JfewjhS-!&&H+k2TmbSubpOjnt3FjiPrX>s}6$OfhhCEBthP5?*}^rC-6;kb$yNxgeeNjZoA^g{YG z^C-^igNUY+;^2O8q5!peq4j2|f(x0~^A|pvXxfnseVbeNZXkuB!1GiYq zQ`&^y3FQ6bd9}dwRhZNU;{9y4pGDX9zNFy~9(NdH5c%vHs zr6N5C%E!nEgce}7A-a~jw38DJ-om`Qzkp2#nNv7tjLeeT?A?Mxu%)H^`8Tk;gOU5$ zE=z8J+|wl<%A$?vl(cyI{n$D%r(#JzgJOL&do*p2-_!3+KFTL5F-od)$za^c0{~#C zAX@C3Q)WQ1A#7xO7Oaz?$L09N71j%nwp37+__Ng8C2e6buc(hldLFUYoFVYTvm&LM zA}zaouvVv|si`dA2S!r$3rI|esFKxO?xkaR_)0^sy%I(5KuoaN>eo<{a3E&O3t$L?cESsp(mwR$)m-dv>`Du|lNn7U7`yeGQ>H-4 z{q?VL;I}TM%`*6s^Z3n8o#hoas*>BWS#?!w01P)q^h)im zU(OyGByn1`)?Z_2k7JJ>%h!1druktBF@CwL5kQm56=lyxa8FhJ90UFIa?Rz_Q}u;i zcbtb;ocE84@ihMrTsXlEX)q1Bo-w1qR0n2aS8WFK#l>Z4YNSN&wEP4@O|0!y;mQ6q zKkj5w(G|AAPUX9ixVBgtzz69JOZg;?KF18!Y?~om(>FWsBJw?nN+RUW$R|cqk!Yj( zQPx|mzqQ_yXya{dc@?W>jV+VxWA4hg_U0y?vZ+H=T`q3tG&UDfOWP^>KQ1^f7QmXGf8l@U_X+t6^oKM3ZCgFyDZ%+<-&g&lKtv<@MfUoQ8)0EoI9L6Qm z=#PUaErLf??YEXgbuY7^qkq3`C+1aa^siXgucqlYegkgo%y~ zqL~NLtksoSJuw8FTgsXj@b~sAbbV2BK?UVcm`q(}cHF2=Z*5HQ1|=#dPbeD_V{$z% zoUSjE_eFfC^FmkqyKQaXXFs4YroDcI^uGW}K(@bw+u*y%s~ZL}_Y8i2ZZaC(U^$MT z!&s!)^;zeJ#O(I&_NIX*qPj2JM>O>{^>w$OPK__^MnlZ%*7jp=GT3MAa{z8+k4#Vq ze6#IoWf#QgsG5gE2`u&c$&;r9Wlhb$Ju#cx-fe2~H4#`J-$!tyeD?A7(>ZkhwekmW zx#A~~4jEMR88VOILlW(OX=OhI@*bl~Hm^jS(!zy|FEjr_B%+FZ>hkbg7Z}NAk3>{+ zkyh%a?t6OI?(Gd~%_x8JSr~hDcTL;gC9GWb5m|l6)VjLS6|R(RWhl!GW>j0PYA=^< z1(t2@T`gNSoBP~yYlUdH)NFcWYkWz4&_LGrE^FQN*^P6r!g?`(+^j>G`qy`c*Q}bm zv+xS_zX`%uzck+7Uu_heLe%FC`xG08WE)#~hnaJfxn(vS{LxJrhH)>hSaki$8V#d2 z8q}FZPa_WO#(pDnU}Smr3gCb*lC|CN3=zd9Fb*-mhHWBpM|arJ&vM;y0{&uX4Wfi^ z`Gj6`%`)fg`tJ6B_&}VfZq7Cn@#c7Qebwo}@KWUB=;>wsLZ7BjPIF6n(5~kGr__5{ z_;*ro@FkQelh3@~Ih$MGZHoKi1lG(qBVNd7AFeu`L+4)xA8<6MeuA7FFJwWxQZu+* zMfLx~^z%hnB+_uCWTqKQz~u@_Mmm4+68i^}^Y*{-)_=i&{`e}!>oe1!rp8-99uhL{yJw$BCiwq45o?-|E@7bOX#> z?e+a>Y1Y_(x)ga8YPzz2@hsaV7v&HkQl+$zi$TimnQ8u1ivP*UQ~U`*=7ZBTdI+0bPVyREE-rAfx< zj;37QV_ENRlbO;QnB9)bMe*38Du=gPt0Bysp{%j!JPMA!G%O(U3|JH7l&dqbX!}rA z)yS=@)-!@r4Eyumog1_|t;Q&sy+MOP&y@AT7St^{xyk(G2Wl%D^tW3}~1PNSX|U z5DZHykvgdc=%gB;ld3vRssTC)vIiwIUHVMaMH$OMut+^f)>4zke%X)A%A%+JlDq#D z)sxi~I!e%UDkt?Aq3={q?hIuRS@bNZ>6a>hOElBxiws2{AzQYAe3TK~7Pw2g`{66c z?phs7U47q%f!ni;#Rtkq`^4f;cD5s(gLF?vpf%eSbrfXI?*5Vf+YeuT!|{XNOBNIQ z!p`uyB}n01y)WB&+XPZPi)#?NqX^xHk>XEawbO^usN3VxR(l z_Apiey2`D;vi3(xz|epbXk1$YMn6)zm1?xl$5 zDEt))rzm&w)ku%@_Ep9mM#89l+ug60;O6f^RHWu>2}Kae_y5WU2vQX<ncPBxAztQ3<_eahk^n0{kwgp2z9Cgec@pkPP%#JTh za*UoP3FN!#M|NhnfAjjLmYrW6+xFm9l~0g+cDJr;3lano4fNhLQe|~o8Kc8&5KWxk zA&G4_&)j^&4{lx3x$8@7#M>UI>YIQ+x{Q@w{D3%wqG1d68MzW<<3V7`!qTOG>UdW{ zzq?d{?^22Df-ml_E-#z8_)69ccYT%VX6w71k=g2{{yu)G8~{_Ge-bCs?RZ-V$1R?SHcNCD3tylvld7^uDjv`@XByi@LS7B&%DN++8iTBulcf43=zT z8yvfAOV|d2{gSXRlY}_f5MIa(IVUffcV1?|jX&q`D}-6aC6%DJe~@kU&)xZZ4b;jd-DmKjwaS_@f;~*Gb|MKnE2>pVNmd8h)Hf~#FBh{Qle{KWq>``M>>4qoYjlRUTbT75b+E%c3N;pIwd4qnhP!*k%0NJ@nH z0gFpcs4!T;Sh6kvE5c;!b<0#>P4U77`gQlhD*wL7`sgrXwCVf}NIp7f9o7Tp@hEQVGt4q5Vy37$|l>}yYZR81DOoW0EdXD z5D)VC9#{nO$MZLOy~EH5oI8~20WTNEE5rNDaA{S4R!8HwJFE*R`WwBq2=>H>|dtqTg zCc|8?$eDWVkC^gNt$gLtvF#^n0mnKK|3@|LcriiXo1z4C=L}x;Isec@drt3#)_Y-Q zW^jCe8=S%SoY~WftoWd2a1Z!eNW!&BkMFKy3#ZvH@SiE~-L}Br#U7~5)y7$yvrvoF zvVb)goukHbg_nxP8>Ru)GTo~UxA!#rnJ@4h9Q>{Yo?AY=6OIq8HN1kf!gJEPwH7YY zWUE)2=BqCQ{ioUJ0JYS@Bv&3C-F|W`pfKTo1yXyunjJhb0t5m!?;@8V)$_5;@@a{^ zl^MQ<1tegPRmzWRkD+()C;9@ADKoJZSCO9GM7&5HCRBtE*nzE6eke`W?ri%MJI)VO z{Ox?VUfRt@YYwFRuU;|mqKv$m`^7u2zWEB22xf{M80R@~e0Mv~=}Y1nP|II+UP4^NfV?BD}*;AoZsSS3c-z`_jfqiz_F-4{CAc~$O&LKVB zyg79zq~rPaxpoe?RYxwU+QC=B2TkpN$sH*)?+tG#+{x;t(&1zLp2`k(mampm{sKSD z=4&Fc>+>EktXD*mi>q+2AicyUw-f?HmB3hgj`18EtvbtdaJ=CH&(%j92kKeM9lt=$@wD3>w?>IJ- z1}7=i27|%mGRT!GbE;aU2d+yemmU*z@=@Y@NGI>PXa4g$q5d5V0$v>fyqW@Ua_MQv zDF37LL-Rwq<3|o|&Y$```v`xcymR^>e_Ss;&hD$t*2Vy>FZNER*|tW1yd&5`sGtJt zu85u~^e5#1C6@`TZIz z3X0yOhk_!L%YdYG(VMS-Th+0zC4Ce4$VV_@#`%$v%pm(e$v+ZX2rCsOWJDNvTbY9y z`6Y_GV9bE8Eul-)bjj_QpWV{S@2#*~_<44sHpsTsWMPfBrl}HTu>z&Opj3CPkX!Xm z?#(7K+1tx=V3_$WJhyrvdt)SVwP|^gInHm?qgwJ~`OfqdWE0GPYuJMhdys*7jpxY) zjY?rg*%Q5N>3)%!ltQk~c4e8Xd(d4m!Go4A!cX7-rxy7PWy{3L^}Eu7_v{8X;Bn%0 zTxoJY#Xa}v&Yk@S2cQqlCX-AAt%CJ){g1r}czhqBhMqL@Nv0osu`0;k2r*q_?^8=3 zseY>L<8P}RWN+nvXUhW_mY-%f*1BpD)>sdV>eF?xD1=50FB-6VxgU)i3u401xA}Mu z4nBJ;&%xoRS)N;V0UR#XXYb-V>9UXPBDbE(o80pi!lrO5%t2>E9MEhI#6gq6;&9DA z@(K%p{qn9Dqo+l`oZJFaY(NyPDxD69;t`Fyb&BmHty(O9vjsqqR{G~HB^65;{WV}S zHWT}i&G7j`Wfh!bHakLaTCo)JnX$5&FIGZ$LBqjHMaQo0L%&+L0M@Z`(adw;XmJ4p z9dEA(%FANpj~WuwU;7xEi(+5L$IwgE6o9SmzX0951Ea>2lruBgjL)Y=bbD@BCNppd ztxMdoGYbiS=_!{6ZUcn8rLvQ~iLaHjp#i?kcGsFH+EBhaS@EI-Ag)pHlKr=pZvg~` zqttHVIXF&vfajVmm3@*DLA2h{{7_<*|NDk@7I%$D`3@$-=z2z1fwwNf8EV85w}$i4w5Jh z-b99fsq8Iz==2(C98CV^tj}vABGqd`=2$f+W{y2UgH9=nj2)ezbeJo$Ujr@s0`U*X zJ`D~!Ct&XDx!8^!T22QeROh7gllMXuYttUmI>A@$(?mxy_DPmwj~?x~h2L74U|GJW ze6LFv<2%?u%~E?1MlW))s4dqBQHyxxsHrM{VD-{bSQvThEj$Ou?g0}W8oeXNb9j9D zgDA3**DK$0jgVFBYLr}OgxZS7*T;I*{n%Vc9l6_u#gKPA7bS z3{F5F?^#=hAVxtKh;JXJzfTMj6U0uEK^EF-N>yN;Kt-VeKl}zWS*zrWmp*(CCRU3= zg#dVc;{yCsQ9cQNEot>8vNq|G=(BWQE{FMS1IogFx1Ltut?NaPR^8Hyj+kcjN0^@2LN# z*E#>B*a%(3g|3E|>Pbl;Afm?|jmbbH#@Ga;CNWU!fi)}LJ!0hwV*?Qy*%_^W7r#Q- zg=j3MqlI_$!)E>6A$M->GZQ^~TqfI4_uIn@)9KEGUtc`*2y+NLv8@YM5MYBU5-E-ATxP)%xoo0AGm z!TCQNA4ginyi;&ZSQRukvZ>B9X%wgXfE#WLpDTStw~}!dwe#2aFu8zXYaJ<+$5C?i!?81Jx=Olc z<$^x_^s*K8lOuReG|RT5zfY*{y(-7gRoo>JK+KKJPG85e;AClR}-1 zP~(Il&K>Ze=Qw;6Al*yJY^$bxGjtE3r2r;^99&5ob9;YZ5`NdIL*FN2#FE**wnPDZ zW4QqV+P9mq0m%1%&Z~qQ6tMw>8)=OVuOW@@O?;xNPvIZzQr3Thu&!9InQr$TNskVJQT`jD%2CwBnP=vO5Xc&Z7 z-!x$86Lo!naX7*S4h|72v@{AY<&xq+SF;PN+SYm+#AxDwiL~i=`Y$^7|KYsC7waG!jn0;lLsoN2e1DZ%63F7D}!5nKp~Gn)+IHBa9k6BGM4>1k}_ne z%Hbe#X{ZNjz>jameN_u|3o$c+HefEI+9|9NP#?~NbK+^F65s@>1^Iab-(E^$eo2?X z<1x#73709#l()3E;!oL?5|WlH<+6}1kn!q7f6Od@Qd+ zf2>v@f<$zi0vZ&?osnlX@KG;-Cyg$9JV8Ps?hyLZ@&~zw$GFO^uYbqF3~>_75S_%g zkZ-0bc9V$?vZG`o$2%^4_(R054xyZ|1M*XYUQsz=$BR^q2of5Bt83$@gGs~5q*4TA zGM+qtn4nr3ue!_iB`>thbs0<-83U@5%e^7mzB!<`M11~YrCmTyl_pP)} zeCf?8qWMj*sjcs6^mp_`J zZQLuqE9nn`pS79vB0jrJaLWO-FGmz%%Eb_WpxnYVSzf&d1IFEK+N5Rg(qWGFxzLazgD?(8}{1|5&{+}P+48coM7A5Ih}0S#h3S7a^U#42=u zISK+N{ULTyfYojvNf(Zy3K6&_!?X{l3&-jn3xva9JO+8~(Q5DZk*py#HC734yS?gb z_%5Ns3g2b*Cyn{^j;)i<%uu{zq|FSRnwseU0j}qWONi@w%ysxfa0OR#c8y&)VAGmc zZ7_%)A=(6?Y5xQAy^DfVh`c;iYP8LN5w42tf>Bii5#O+kL$0&fF;sI+=in5@Rr#@; z{A;_0bwWQeeihen88HD7cR|k(_M!a}P!Xbzyo~7RE+)vhiA)$FB4t!VMipdKPPQR1 z!xs45Z?wechQWol3Xy_72301Ryus2O0 zYo-q8JtzLduqWhsPCp7^PpEoT?6tt2(7)_E`Zu>7`EQ523rD|s6ukEQt!wbWBnV{! zuHu17_P~gr{6B}Ee_(9mr_SF7UPr;}$?82f7dm&|Gd_CH?n3AMJ&<}&E}f=-1gHl) zCC`eTl7ViOAZsc?)>NV$R0;HdQK2xzikl=+yCg#N#r={kyCkcI$u+wq*Kd*pXI`yI zvW3{K-6Z+N`S{3CDcmG~7OTr7Pt?YzQm~%)Z>@RMBw3D)+%-J7y~j!Z=Js#jTQLMX zLra6A)t3B54DCMIHkh#1?tA9=rn~nJm_cl}^j~LY2lk#s@$+dEKSSz&Uc{Cikk_Y9 zLN!gQG-87(GRH~SlhH=xu^=|>4E9@LXE1TcFmY!vRY_%yRMi`jK8Ya>>Ej&jg*_RD zap=CZ?#U2aGQ{(oX;gdb95wW!mJD?6vX+bn^ux8s*h;ABK8w6wBAwfFYG=H>snQ1b zva_@bsh7@+lqIhu3L(9J*qgCDivD-poPkST>rpiI4b+c~>rNNC$f#Zr+r}0=g81qM zxzyk?raWt+a-bp}vAg8wh(e5}KrMX1qqFQmL?iq-#ANJiFQ+-rGGA z)6)u-N~wc*TvH$N)GL4{Rnma{#>`l8Y;x?=W6z99n*h82LjdYVf;I%(cg-t+yb*vm z`SX$wqjn>_ZYZ__Xg6%JfR@qq0{I_kdkz(JAvGoBR)V)tFkVsfjE2&rf6=3Q+ql`d z%eY{qF*x_nAcFRPDDxIJ2z6L)0hD_VLLoPSayLcWrASZu7o1V`Hb)o@M!%8P(E>2{ z&k!p2sFZn2G!=D7ZrI!MQBb+5SMu}sOk}rh$}%bmMBPpnZ|H3s$+=>s&0D8RvBdO= z=`h=uu*zu~)k6fktC_Y^!Wu74Z=ET{NZlq5NQup13H!`{z{z*{U8YcXB-$DG1(Sm} z40P?TwrfmQgGSF7Abus|V9cScJJuEV2ipd=5SW|NL((I}7l}V$RIOg}=fpl@2cY>7 zu|U3YKAbS0xE}^*SW16*(|pk&*tmrZ!3)r3p@4Zno&R~THQ z^8|a`$8-2X(_?@$(}rpPG~f)n)`9%X9JpF}+glvCov6m zc8xYOd3_N{Z9X{YNSYX1cE`P2rcZ8Z`xV3}7ZXH60>H=^)oQ(%0%-0A>?kKnqi(;q zg>>|-FI#=PH$`PKI~(12WNKLpVj~Fvk#>GZ9g_SF(MLRt>}P^7hEjq}NC~zgCD@9T zFbSo91iP9-$v>Mm#fMmrmbbATjg%381scx0&g7rYUmv(kyFFQXk%SR{pS+)meFIDV# zd(F)YBr#_*i1B6>hDT?R*j zHf?#LOPG$=$X&1BMk^AT?hCPps=;B{i-yvi$t=oZy^M34e=kl~OUWj(uFV7bVxv`m z4W+G2>NOhMnv9q=Ub6+C2nH90&E|dL8Z5FRT6PT3l8l{@?3wZi;Y;2 zlZ1{(P7EO#Sbzkoh z7f9#8!w{^2rPMUrHLHV!1Y|S`WR&k%rv6Z*4X_KfRsNS*)rZ=Oq77JHV=FsX3y?~S)6Ir(?uf*tAGEZS0CNOtfp`l$6*% zf8y|o!~0eILzTPPW9)FuInVEZhe#ljbF<^HjQF{M@p|7Y=3fqHg#hQEMZ)uYQ%Yat zq!SJNkc#K(L+_vGx&7>H1+j8=d;pGrffFu(aUYU6rC$`_rLU!PwzcY9vqCkozn=Y< z?~+KBGPxDy;eGmg@2x3-GyCmL+>{#wu@=&yFa)kD8|167A|Nsp)Ly-Rdv^_`y+&Pb z79M0)QQBXyh_V@E5zk|bD5XS;C>sKre*mu|pYsh)B13o}cR+VwZtj4Nc1^%4tc@LT zo%3A8H3R1z+um`uHpq6c$)vwG+e`IM5-vW%N}vg_3a+AH0E&37hn5q`5E34=W9eQr zl$UFaMf4hafjQ`nOcD`)7tcjls{~mAtLO8!`ZwJmycnGfLOX^8Vcf4jb7=qq-T>KKg5VlXO;!M#{w zXfYvXK#REKA1~ne)+cy!KEaa%ukWFV82<7tw3)dOBKw56&xg8y&CIE4Of7X(!p#iqip5V&dlBHK9Qn=%y%@Z;!B})?e&y>m> zaM`>@IsI1>rAi}z|Gz_QNQpwHqPJ;GN*c&L1%4<$aB4KvuOQwbrBFk@bba_I>3x7N zo5&8#m&%8K-z{wbMCgU3NQqvu2fjwqWHdlV{bbZfM!jUzL&n@>TtX&jvag@)?<4zD zUC>xZi7I7s%QVbXBK@M(j@P%<&B zAzzJD`@Yalw!^=*!<7w#nPG2jzoVVn1U|LZkpK99BS`bP%f;dqKy%EQ##TmnGb8*D zv83b~s_G3s1H6<(gRfIU7uwuT(&!>4aFJ+xcRNJ^QI+7!0FM0#0_7xk!Ycv)bAAr5 z(#h(q6LBmt=w}NqHvKBSPa<7&o}snQgx41X@0R`uY#Z=T-9g}Z zzD`kp|C>^pfX?|$3hKuc`5L7(2b^{frYn_z z>99Bs?o4bK-%$z`kbnfx%rPJV8RBbL0y+Q{j1YkaTDCN_Y5i%^4s_uHL|3$vHoFZnDVP4(t}|<-G{o54xAbKQ?<>`qb>v0z8#=RALd#V0rL*Lu4DJ-Gw&<6C z=Am6%I!&KMS?xtkJr|%v7qm$(GT|caD4l30qq=S#6;qNAwGR)9bVUr+t4g>Du1V}Bj@xR zDcMP-fnNGMg(2+q1}#b{Nz(7hj6uJDJ8YCKJ!ddVH5MINkeF2T4y#=!r4@SZ2Wjdx zvsw!0L})3t69n~R`XZ6U*yhg@2JoZ|+*K@!c7n`+V>*>1N=g|qULvV)IaqxRrDewI zAft0vfW-vNJr{AnL!RTnG13@L!;D=g!l;*`ek@by6d$~1bwP^f6*>ovQrPC_cnfPMQW2$5HQDOZb zZCP$aSoO`NcM*T&3RNi^*qL*F@!vTfd1Lo`zE+1 z@@Hdltr_@}D!IG?XJoFgeXQFTALE9%Xnpx;WFX~LXid8Qy&Fd63eE?nbu>DyMA1BS9 z<-n0*x~Z@No@S-*g5_N;)A(!>6G0SG%z};%;2pOPQLyPhMQcD#*NiSbyU;5_=^ zmpJ`mJN+crE{{LO$&W4DKnv|9R_AEb!nh2x6+JO!rzG;=jr|XQJdzySKWItDqc*jS zhUQ7GiWdWw+Sq7vD5{prL4@6@HEC7$z~i5rJUSMZsf|XJ&ZJXYOe#shwrlsUn>-<< z5%zSl;HmDC8G#+^!q~y*l#Z?!$ypG}q{xR$2BYtgLrKSJr)d^{Xd$sBTjq$a3pECW_%27l$mnI6-2)qMDmeW^JBuCDak(CGRQ6E3 z5)XsuQsd151w}!jjre=a$CtpxXh<@I%WEQlpg|l*%M#%FDlR2kBPf- zEecywh-+7n20oqnGzZR+q=A}CNEZ#x^C!N@`4{cVGo1ZceVZ<*-_3hl)lt6~>oOr| zV17}Do#v%ero_gMXfYR1sT8_kvZKd;=1gq#;7Az+LJvwdjf6VGW=cXh9kC5g56Bl}ZlasG0j)!uOoWcPM9!9sZPB3O z@$BK?6U-BBN8CqsN6`8Oj~hqc$z8?`2bQejaV~qfE%*f2#(-~pBwC1QPN~<|MwwQ9 zRNakU0`dh)BBNzV8;tgjYjj%m9WtHEVg<~ePy_paG-2x)&DlDvN+~7%XPrq!X*I4k zPp{qWu`d+?>m`u?2snA*onrI{6rS<`x9UyANO~kKoMrVo~A>xFI zoCZ_cCUWLtM-qHRTpKQtGw0;QI5cK1VhedgDISrWE*yzZoi157TPZ7hN}ra~-N3EU zX#AyrQ{9XHZREC7B|qthfVm1a>%W~SCg=D?EF&N|=UL^G~bKnBjsnZ-`HGoTKH0&u3UF8jQmG06h4qgX{l%LenO&7AGKte!}1D8q~UYbi5 z>R3GM*U)#bDxnA8^3^5uGMVs>+NV{HnRJ1F!5g}Ky(X15>VGU<>vV^zN5@D zw?E`$9KpeDd3VNoL9PByUym!{()M+_lP+z#EAwE;J~oo<3+W|4b1>$lJ?WsUX*?~+OFf0gYqdSaGrr@<3mI^gwE5?73W z3HkMQKia>I`T_MRFe3?e`E1+-Ip`+TK%Di2+Zea$&L$UwhipfsN5#VILi2Vq;E1H| zELT59ti~=ZOUOg&tXGXqeF``e7BiS|dU``_LW*Y}nK%ojZ_M^heAZFRx+uj zGvfQ^`KK)&9-JuvOSK#5DJA_gs>CjTVd-VapMr-Yz#~F%5$Ab_VF5kYFB?1jzyfLK z1v>ZRIXHXR72vw_AvQ+Am`Mp59$#Wt@u z(dP3K)Q3MI-z7ER9)rM|jtMb7`O|X=4FRVS8;Ja!7owg8%ahXEq5VYnc^Th-Xtezj z^o+S^$+IA}JjqFsTno3`NFI0N++ug@8z%`FTw^x4ZM2k56{yZtPlKgtH;|@IVmo}6AvMuK{sr9K3=o_F5B41J z5>@0SxW^f+#9VM6GKz8~h!x&{go5HG%3$WT zsB~wC7X4=niv!(>+(P20t%78b)OE1rL1vl2!+z|@da`PS4t#(&Fld<;KFx9-{4V%X+i5DA1U3!zm*q|wE6 z&vH#iG}RHVLygAMLyL9-GSmznwYxV|iHk&VgaVG-u6+M=$1-bHg^zT4)gz&Y0hVkN z@VUMUp2iHkE@5w03;8hIuMBvZN|obr{bJ}#I9h1hn^o_495~H?($JU0@Zjp@dfn7l z6O*^GlMB^gtaf~2^l&xuIelb9x@|+;0$(S#((ev0Os8VCLzUqpQ|*bdL)Cbt%j@o} zw6~QzJ@fExIr2T~E8uQnlyfs)#m}lB`K>6*u@F`m;;6D2pG4|fFdVN3ImftxulDv@g()XfRv*?^NXU_S~ z_x-?R0z#+IXo*b^X``Wg&+M;DKC(TKM&!(ye zJ|heDUZfsy`F93dsMzH+1V!^xo8Y@k^#f((ftQu}fG%a9hu@BING;IYnP-Fh{G7!- zZJAlHSNrR;s>gOika;$}@cSpQQd5VU8X6nC43#^7O3Om=#X&SBE#@q8q$D63eUb)h zBd-XuQA5!bD~DX!Z!H~f-JXzDOKNE&iuIGip97cSTO?FpzCXYkz}j=(GH;pQmI3RM zE=(V}?>Ciysl+R5PuLo$;(g40&j|k};DU65I1(Z$4cO_@hjVd)y8WIm*f(y7q-adqQr3A+Z6NYX@b&_j4M=I z9BqxX_9VjIhM_8VbzN8ZWMdx^ zr%J!5QF+uQ#U;YCe|_#}ijHsbOo_pV(l#+EvJa)jDNX4Yb1J@KXp{HTrl@zzwVx## z5>ocjJ#dOcKr(T)C8S;dj8NulZI@WYfDVl*{Evo4?xXBUztLO@4^r>)c8CkrZmAv}Q^{wkM1 z?|pKSa$kTmOLhB2i%imzH75M9Enu=5sEQrcO+%Fu4e_$s#?y5Tz7^rTs3|D(Rf^~U z{j@rG>Ff*LJ>^l5&R@fK^58E*?aqvU1#@xBOg;#F@0b;RS|3CfBS}`{_4y3;X~PUQ zt%^usE4Rx?YcIqtEBvks$earx2)^>O`b0^|(n)>XV|H*_f_#c#%zmdcU}1=h6s6;x zX31%yi4!<+2d?EElo{eIJ!i-owa9ycmeqp4=>@%(!j-q#EQ;V!jg}_hdz9gSFB1O( z-=iJ7UfCz(^;Jsc<>n}SnI!8oo0`m8O-qY8fo38Fjk$KZyv0m7Leq|!{F|v^T?--1 zl(1#_7-lG*nbL>L^DU0=y8NYsSAYLSr^I1Mk{W{iI-wPPc8AZR!}kJw2ca{gD>Fkp zMiLsqZnioF4SoZTUk5b2&0?{C8EN7Oj_(IrL2V|MGcIbT9eRECOAC!==_>Gj}I zl>oGKcAU*!q0t+HXlWg6!*Xm!MHhZBi^*6Kl-9bK3_qBa)n~x*S&1!YnGCo9bwh7} z4NnJH$~7$%K$Oyq&n+U7g3hiW`o-xNElvO_C%}Umb#0=iP7Idhn$4PjgY+5=K1c!H zYnR=k7Qg;xLI;t(-OJP8dz=QG*KTtOTH?SAq2(MFyNAQ+NAN%B^coU}!}+H_g=|hS z%Le+a)&OtP8tUmEl4y=gW6*twMgw>c-w9j5myZF4f%9jzTE?0Icb@Y}UY%slfV-1= zMsiMDblkLVKXF|SI4%u;=cjUcW>G4+u=J1%{##c^EUdgNirBW2D2-TM93Tf?*8rp2 zEPwqo27LG^1uA6OR8!$t0R(% zKV|!`E-lRXtBNgu7|L%_&YmJK<+fC2PouI)FX*F=EiL5 z#Q=^dDQqcS3emySP>Z!#oF7*i;v&5>?SxcO*B1s40 zC>jX?zwmi~J*e9$5< z5RW*#NE7$McDgwK9{4Qrd1bd&l^QeEoWXCpz_7N^{~AiN_*2%H!KU4Lno!~d^uo=Uy(YMkC`=~UoRKgQ1hzIt`}`4la(dOu3H>l zsHF&Ahr1>glV8#@Y9M*^#0Y%i%%Uf<*8CG;2QNJFpX^_%#8X`!m0!~6l~sHl5O1-2 zO*C!tA{(^h#4GSEe}>b<2sRF{Bk+1gxgN!T#$la6_V)xs{Sb~6tJ1bSg(;@b=tNeG z1g*KMC4C&1)j5zZy6#sWFHK`X&RXgB39=(X%}BHTYTb zXa7X`&k!suU-k+l0saCRz7sx6AgCu$NLL!6@>NQ3S2+Gr`JG@EkKrvCl+|h!CJlRk znZ(f23u@R|lD(WpaT5z`DJo4Ui^MULklkd0|G;Bf1JwQA54t@iC2m@DI*lCi@0O#qeJ&(ji@uP%jGKs{GbsW^M zYfA!wlH!0)aLmuozl#sU(%*soasW$z!}mIt{U-Qd)ZJJ>9hXT9fy^xkw7rK=7S#!h zhdqWRkfEqz)Z#dUuH}Sc*GWTF*kmn)QjHM`^{NdF{=9j7^C$(3E}O|N>WSLb^-fR2 z>S_Q1s$_NYIJNa(v%|0bJUjAJy}(isd{H}J{>2;n_Pze^uk0denxGj)2HyyOYxsLu zLm$?z$`_MrlV!^7RzSydsHP?qiV&HDV0K2WacNbq%IHR}%82UoRvWdZcnw}aN0JHr z-dR6XOXx+r$?h@$YHZV{O(f1ctrn-C#djUVZTsH%#mhS>EsayGp#LA>n?HXIeDhy* zJOgV>lb5oqV10j-eFk?>hcJ(SDi6=uUf}G{quwjOte_dr_ClH??a!psr@`_vg+rJ9128#{rKbRab9mV zu^*TnyvE@ZtQ<`}>+}j%p4JEs5!K=7JO_S4&O+*{P}dB2@HLFa?C=|+5}Y^#i3>wU z$bWt9O(oX)X?U#;*F0^RuSi=z?(gmIAq{TXWD{AUEESdHSSo@;h;McvGLg_zq1zV?*zpl|7kbE+C8Pzu1cjW54ib^g~Kl5Cd`CU z@Pe~5O7&pnc(s1;hFtz%5R#h!Pg%=SWjJesr0+HWvbSeNKS^*dE7Vf7cqA2*!JA`e zPkk3w29gr2?>spRYxv~67rafLgq%EouJQr_V(1soYo&{< z?P-;!VB4vRKf_8F(=2IwdJ$nE&nAkZkCgnX+_ou1R}y&J$i5}{{nA?yVM2bcqmLeC zjVIksmzUD}9kfy6IjfQWaJv#=Vi&B(!%97Bb2dic#U#`SO!|vfwos90)x|`{s=t`F zlI)c#g6bhGn2Kkjuo-988TWhjj}UNX`SKaw)X z=1It{{u6Sq!-|x-5nlgZxxPiY{?WV(j=fjm^%3QIWZnhG0J^?akwSM9J3#|=5K0ME zGE#hAGEzx?iDXn!WPV;3_%)ntGTDq8D`W9lWvE{Q;`YLS*46*1xTVk`>5HRh;14U$ zD4;*tVyC`VGcMyT~t)s>&O^p0e~Z-b-TWRf}B%9v3F%sP<$%#wQ*CCh7s z&a#zD@9~hQk{CAsC(1+hVr#M8*r%|Yv9!YbnVy*%_w}|B4YwD0?^!tz4s#7CaAe28 z_CIo6d7A@&WrMMzgBH@SL>Vrml^h)ns!yqo0dD&r(_B}<+#tVwTSVhn9nN{0)VK+2 zD-mCqhEnfUSJf)3$EyCX97teRoI2!dGQm2EaR$7qd#=9s@RY?Z>T ztF{tZ-5+l=kQ z_UAoGq;_9RkxWa=kj)t*Yx{qQ*I^81#wBb$76F%&jF(yO^{!`#+ASHpF=@t%i(68= zW6o=B)R4A&^j&WM_8l2uIMY2@nE~66|4=_LXHxo zB_(mA@1|i{-KenHboXQnD(+0WWiq$l=h;%Vz^l-LBw1@~7t;c*L5mG4DUb`KfM1am zYIBruqqS~0pn8{?&``Uk>2$GU=(bpZ$Z?r(<>Qx^iz# zvAJ^H0sK}&AX@MD)mKC%d%52%g=*)2E|jgPbytN#1APM_M^$Ad{z9(LH5qyy_V!Wi zLF^&yuj(G}okwokK(3u!+joeY$>8M|CQeXHE7^C?MZ6T7g#4)V?6HvvI3zzz>bZ%@ zV;pyEa)Ru0TmF_@wtch^#m*q$zYac zGtG(tpRIDsz5o4h_x%V|yt*&cyR&8E*OHE)L)4l{B)8yJ_ zU!-eOb+R`!df%>*TUHm(O@~*_^bUTdyXE?sJ+Y$Js2%)PjI>wAS47Q?)z#zOf2AKj zO!~T~HueUpwoeR~#P9gVzf64tfK#K@8?XD!=Q{g#wgq$=!6X>9=7!;eof8+obybD;QllCDwL2oXN8qQZeRa_~>$==*CfXfTjRGp<4hh9n4doo^`E^>!>K^@d zdRbn1QRY%5FY^7Hmze=VwN*oBc}3P&I4i(cF^@dN{5rZXcZR0fBnn=_e>c(@G`EEg za3ZZWXpThy4Pn34&C?)~eJ6rboYN|!tFV$nuf08d11E~y9bupm+*aAikr5yTftGj6 zR+o_ip&3q`I~@X+2yvYtbDHd|+pip-Kt|n)f%p2w=PvZC7WBKl0XJyVs8QPJ><<^8 zd$wd}K|ksP7wm(-lO@~5-YDGi|Zj$ypS|dWIx$w zME7Oe>NP1+ZinZ|XkT@4Qts2~`s8GBHH}5OcJ$Y^y){@)4#udVx9lYb`yl*yn|642 zi@UGZg%I-P_70Zk$Nu6krH4_$gKcl6m6Gj4Z>5(N{SSJW&UY|8f5}f&)cFc$gAC@`##9`;Rg$6KA+zSc=YQ#MkA?V zH1E7);FP0pbM`NQe}_G|dHymPC##hiu@$OrWX8LY6$1QbFdLB0aAScCkWN#ZmzW|b z?t`S+G&hFa2T5nr@b^#ZK8TDr-*oZtr!QPrhmN;quB$s!)PMb&ftgjIqW(i`1`ezW z;o`N=e_>?x{m&mvqvMI^Z`ttBbh7!H6B{->xDOuhN9&XGe;?p98G;&lvohCWWiz<_ zEGFpL3`m`Ij#8T-!OUGkYqbdQp4BIv=$F~F@)KIHD@-t|%XAu=RylHAac+d-G-L5v zC9j430PU$HXjTUzq+Wpfp2wuI>6AGrmLY~8V38Im*q|8y5l-O%&3__|Wh>M#?}Y8! ziXBij773p`e_ve;KUhNsKRU~Ly$x`*G$eKPf<(}OOHN#c;a027_eO zk~+=+EZrm3qFmWm-MYQEf-M2{sFJlatyV?K zyeDZGTo)Qlg$4&hDZ=Q=;FA|Hqu3(0$dH%FNv3aIY~Jsu`o`o8u$`tRR0l5Qmm7H1 zZHTfsf3I!?H8m)0c3#Qdr(`#z*ZE`fX{7)Pl>kY1BIm88yfo*pS&Gt7|tV z{2JbFfsl?4B!+9lJ++=dI6(0ZiIW7Qxj0~rtv%S)GP$~5k5g5v_rg){pJ&J_$hRX{ zEN9IU^YIy+o(+;D7R}()1*w$xjm8|o46vT#$C)kUIF<{3fSmY3azvBlXjENL6Y?nK zfBAGSsho>$kaOS*`DS5SIbNW~ybnfY8Xy3CWR+-oQHwTN`b5oKhBX;z6m|#vAIj{D zdIFVh-Hm6X;Ah?b;@32KEk$Ydn%9tsG<%#*o@mpdsZuSc`{;OpDE=s``me!= zJ){?oz_dzXb>QdcLRFzEy(5EnpTYFre+{#B2$mkjVSfG zG)!KG($A*LMkr}95#=q}i?8enrm#~*$W4T}mTK2^_IWOLBRLtHOAf34n* z$)3b`tDB%mdoj*?y;{*J7KO5(CyCmLJCNi)Jb#(^CFRAcur6$u!ac(+8N6dwZ@25K zGkE6(Odp%CucwOO>z)yZQyE~%OMrz&$y@sC>fwNbiA9upHZ2ZQDE)#+C>Zw_nuM%g z<``eI%wbyI(cCZNd%wAF^{2)Yey5Z;f$onQPc__m-B;ser-iF&+8-o@nLZ4s}l`LmY;*#q3jf3q}g6*745 zS@=xq>XaG z;Va<*4gPcP^Jw1OY{LI+w6HYsn#pCi8$Y~+*oFpe!|P>4rzu!Wo1Dm7@;2C`uTVZH z$KzNhc8$6U7{hIt84KaIe;pbrV%OXB%#xD|D`EYnZk{c>i{H8YNe4J|wNmIgX^e|09dBs`xvcFXOc zf8A{((eTjqt6Fxh@AG>)2ghpL4~IK<=cQ;0QP$OlJLlO)VM#Wk}Rm zPHPr(h1`xdh5r4?e=HOz8pIMH{g;htWQG1U6U*tJT+R~emb$fDX1PgZ%#~|ydSW^} z*ik7mB(2x#Lal4!6URrQxV^1^eZ{p8j09`aCueT>+Sbr1fBQtTZBw(;);OB#|15ZM z&37L;zO$L(MbYIz_PM;s_Z>bt#%V-cYvi%te;qh-DqUW&YDZ1eM0>Ha zn!Ey1((}tPVW)x#I~7c5RWYIUikQ%v$As2@3KJ5~SEj#r_||W44_93Ky~9Voy(9dj z+%h@TySvRLH!DXsZc67c;k7?OnDB+e8y}iVH14^7W9|q??DyeNc!Uf?xi+MZ*f4HS za)Mi6;RlmNe^X#I3`eFpkFef=@G$QR3BAGv(UgQqXq09FP}$$Ov>Z%T`>p^Nm6a0W z5t=b*=EgL7mZqUV0>&lS(IlH>uZey~Yt&I4$Zr-D-l7R=#rPi-5NQ=;fu*0xgUF9Q zr4#Ik7wv~{_GQ>BjjH`ELXy{K*EF( zl=55}CZ*#`pyT2g$xCr#$s(9TE`yC4aAFA@?Y{ zf4LXY%qjAU2QHIlZ`9+f@Ng%1Df=~$Z3fRR!-;OI*=?5%M88I_cn8pabY}r4?tt>( zK?Nt?xD+QM4P?bRsDX%b?M2Xpm0^t#0z&YGbupvOxoWFg~Nrk zlJDbs$6|f$N=k>HzA9*Zud?u( z#r?@LBUIXehSjkpwFA{C79C-4e;Zg|IeG7J$@i_b5R~?ILQtC6lt^xBb%Dp%J#xcR zP|BHD11B04SSlF%k9<1^OYhv$xH(mXVCk*jpNv)v?SPH84UWlEkWyVsQK3YmvVnWGoTSqL?)x7WIHQT?sw=vYWx3hT+BKd6!k}pFpe+as#`hvf3)vt-C zry!PZ-jR;@J9l*?Hn(_=9X)az=wEx=NG!7Y`hgsl9~!IeIJ6OB`MrtiO>29+3YOm- z>8P+FG~e9dsX09NSgfzD#ph{N(EK%!H?4-;`=o;AJJgxBrD(o=wivN*$P1FXND|@! zO=K~oU&Oo@U_Ij9e-R~%KJ85+3;;7NMfQt0_Z7kYlI=U>#~|-XbH&h2--hTuRc_Wo ze5hq2iJ{7gyEm5M@dvh~?;j3U?fLrtp_|8&LE)4?wI$Iu*5tH76}P0fy#>6u_B$%R zH=BKC2q3k*iR-=P8)Ke|rd`KZum93@T~MvM>(MTV?<>kze{HX6-r8QwN^T_8cfqmw z`f`L{ry%?~1>qada62J{H=d>@KaTK?5aI7c2;T_#>EtIz_^&tYe`4y|$J6n~=_jVq z@%y3ft&JT!+Wo=qtxf2N%eTICZ-3j-pB}&UrF;65M_+v4z*n|}8uvUn29M#UJr5#B z_wyfs*U2E}f5RFJv%cb4pEB#)cGkIrLdyhmKS68{_2L;ln)Gd(O)I}3p7)ch%=zZ` znS$3DvsboyEZVnti=HA#M*BW1S{)|YBWPr;YIdk4w%p3#2A5T^3VQNO8l7s859>Du zae66Pg*9VSd7M76Fys5_{ETnS`D%%d?L^bP@zeA!e|5UI;p)@9HA!7s&4DI+;}Eg$ z%1!n*TzRs$?jKL~O0bezgLdu?qs2f|jLGmy$Hr>2HQFAlUYjV@A=f@QsTFEhPQ=&W zygF=eJ23i9@VZIp66_`&4Kbs|ZL=C)?wA_s_xYR3WQX6b5u9d&SupT!m!+(4dqd6k znL9T;e-=a@b0EDHE4cl(JZ`W57;aA{r95zdAAPsD6Lp(=A#aA+GN>L>NUsHV(q>Po+aGfqz5<66oqYt) zegW(OO+Npdc?0q{Dc&WUoU+x353xo@b=q}E!`tw|x!)knJ~97iLWW2vg-z#o^qnkV z_C^)6*Jl8q)R(os4T+*`yS#{=t^(JUe++!u+xm7|$wJ9X=xBl8UjeC?e0+KrjY%Qr zzfSI)d3b%r`u3=SCKZ0c1RDmcQ(KarE{Ei@epS5hTG|zbd+AgrEr71AgFiXqAZsQJ4KAAOI*`H4SNEfA9RC zh~1DIRYAF!R_A%4I5g+ydCf@?)7Sn-EGAMOPqOGeacA<~9LvuIG+s8>~W zEP5|3?xd3M7NkHf&nKSjEm;DrcUNt@XRK%6n#KSxly*(tv)SF&Sjua0n$a@8%2Z_K zRCfTk)V22pH{P;3_{796S4&fkf5lxlR8zCEN(O8Dk8ZB>B}S%i@9qBFr>ECcXjqQ7 z$!J3zqh}f?4tMA!fhk{oU~p`gPLPb-jt%+!O)C){mCyfQ;=Tktj^bLkt9yF3?&)Rr zecwm3&qyQ9NE)ryV%f4~TejtWkrxIVgCUs33m8b)lR!eq`@V1=gdIEHe?V*jf)Wx4 zxgi0vyqk~YCUJ7}g(M_!olCI%s%mYNWLZZ@Ls zkPvk%LewIhagUidFD_uIHS+v35hiL`sq`ms1?XN zk@GS2bFJNCVn2F4l&ie91HwT|eAO*$R~{UVnR6q>G8_c2f34e;8AzG*sfEQ2 zqi##n%FfQEX$aevwRWw@8vxU>eIOj@SyxI7_my3i=JH@eVdFq7(7CD*8|WE{LrjSMx?lqhUy+g^)(bf3&T(r>GIKm76q_RjlolI3D=> z9C%n}Mcb*0I8F!tehy?PJ1;U^7+rPO_MRO}T7zO_?5>Npetu=-32Wn`#`fW))|Ow? z)V?SolG>|Zf4y@dTte^p;<9VLcjv-^TVB2SvimkB+A4RC!ehL(ayJ~wx50tZ0MTKB zSXk5lYM*k7B4K89aP3=u(ziJxejwp3!j)(+I21O<-F4 zn?0}gw}DnM^3%`I3`)Gs(C_?OG_W!>hXExG*Y{epe^V=eK>_b}Xf3=#!CSOii=ZI? z^EwsaT_(}UGxYtGj6z{p6dzp%h25Dm#Af(aIoKC+>W3=if4l+WsRYDRa_S8g;^!7P ze^t)5=YpD+?g1?M6Q^XcPbT>jQ1ZwA4thc zm-KV-;>Gu_FRks3GAIn43<`a3X{@7Vb*JCie>vXgN=JN1?3+oHEfA+(oLXh=4zIa$ zZ3-+|cEebb)9Y2NXw~yZjY1E_S#D7w*_*P+WR%ejCZO1dfIzfqRa1W=$=L8Eh#%HV zV;4z%9Fy=!3`%|KIMT*JsZW%7f-U?uk)VSgK#6~{CKS$+_PRvjw@}*Cy5I*`(x04> ze+HjGe>OW($Mjf_ueoF0z$J?d9$pA_ZM}1SpricqY2L8E z&k{{8-94P>&)Gwk4L2_K2TDUo%CCW=f23o!HMcBTbK4|qZvL3{oKoIemGagLO8Gi# zZU_7rdg?M-1I4^IB*?)7r{9A;D-${L%NkKVE$AO(ScN3$)jFHDD(Wd>5$wMq*nd7E zO?1>GeH5G_w1gk_p4zT)*|qSmGV?4+!6~^!Qe{z@DK#ademNC-%QW8pHuW)*f4)}R z6nd*-8mHRdu26F%z5JYlUVdSl?$CE$SaIvRjH_*RTjOxv78|{B)yn;gL)$NIThs1( zW#yXHV}`_FpDXLqla}HW@PoH%u9Pf6bYc)s)N>y@QK}C0W%b@%yr>_6M@L_9#cRB5vnG zoxk;Z6@`-xtyq*6yqM^wAy! z3yFa$?-5+P-QyL01bKd_k5*uX^XYdC zXS?;a?|uH-YffBIXx;nVf4*zs@o046?t$f34tOHNmko|yIp`q|-2MLJYnMH8>R;|T zb$IQvM^D|y-udc*;?U=w-z6Puetoow@DSPRIQ5WXS!EI#ma#9Uks~j%+P;pZ_LD4A z#)WwA^*_a(k5$Qf?_wy{Y0_eMKDfRDD6vw_n-5a9jkvm|+ZmhDf9>pliV+LVRrO8+ zt9M3_dMA8DzNB8gGuIybRJ9RO@+2fB&j?oXgpXEW%X%fxxs0>APvF#tth0rhQ{RWn zw>61&xN2%y*OyeoZ>CAPN^DuSqixM?s}sg~2QPk|Od4DFmlc?=+b-K)vb< zS8j;KhFZMdkVh#xe+-;S&y8 zY^D7h(%Os|;ibfupVUgrRIRjs!)l)qWTj=M8TX&9`PtLF>#Tc!jsT zyb1a9c_SVa?nYzM@>-AImRz!XUhB3+%?wFrmQ?-uK9tF5J;s0IGx$$a!+-xcX2cd+ zNN5SyEmki*F9bYRwbC+Wrczh?Tqv+E$HjTQ`eb_Tt4ck#)+$e*oc8K_mDYO_PG8!^ zy{gk8uf8$xe-Jnjc1^v53$}sabRXz_tQ{TCEEUmK;0tqY}Pst6vS;<2nGL!q2MB9tDVhHpBfFyXEZ?A!>@h& z!X$^bf5KTs9q!sZ?*cx4qRSmHBQHO2|3&xjY!*x=e}>iB^@2rEn(St8*Y<(7HLWfg zcJ$*tZj~0>Y`;X30OU7(7OoW}Pd`#ly+}xT4ye75ZgnVVsf2>^2nE44Q2dy65wr9h zC>hz#r8=UR-NQ(_Yq1&r{ff8zS1ja5kQqmHw4yjyr~W_m z(ITH2dHlXxx0D#cpmkUcHbIVkv>sX|*pZLcEsL>_*8RV}Y~MGkK3b*qUH%y#El3F+ z5d#dSgk?_B;Xp0va2zFb2q1fD9Mq)~M!C85e<*K@9+@-sW_0!}8Al8JYMMQ_WNvj! zIbhvV@)mgfJ&H!*M{$11cv+=(!wxAE6iU-uR>2lY^+GjC;JhL{PWO#Xq%UHtKA|Sm z@djHJg9Pd@2+Dwf?UyL=f$*!<_4%N&5wk9Hv8@JD0v`ubU}wqdFp7+NC3*2T4qWxn ze|Ria`NsaM;qe=sEmj&zE#2N~barg+D=cjdn^ok^cmL;+^`noRy6>)2`1ttxd#_m9 zWEsBoxyt8X+u!2vT65_QM9tp}VwD77aWDA&PT+R{za98&z;6Y93qVN^Odx`LM~m`6 zq!2AMs6$eKK*T2^Qf9-5MDmD~FDD|Ae>@^3nutt5B*Zz*sF9gLzl({D=#tYu4KH!@1V={b?3yT1Z-HF0Qz!SOtAI?tGohUKsR+y-Kaq zz#9e5;P;s^=)3xk!)B^}3e;||iY2cTEm<`~$R9l@(<3=+)F`_BfD6s)LJ_UQ zBAgMV@SOT&bxLiL=FKML(Zs-E)$|OcX&81=7?y_77z}d@GdnZ;GE~NaI>LcE!hr|3 z0}XD+Gh~(^;8P^je{cdhR+V+|>?!0bRdwTm2)&`@eYY1Ncgi`yesvZ1#end(G&(0& zzgZoq)owujFzuPyP!=oRmiH@!7mic>w6g#|PTu`-nE&JbGaLC&R(JQ7X$Q?2urE1iLcA<_XhOXFD#rR7;Yd4-f3f~wt8=ml=UBDq0rN$n ziV=PFu&_}w_2oG?*qB?#4YX1J9gwZgXYuLP~$1s9F@?r5==4CcncYL>EbbC=DVwH(WFb zf@;u>CM!20NjDUUnwm6pT$KjR>HhS#G!;t&C>G(GmEbrxfeiR~BCEO>9!Ddgh-4pZ zT10qGi<)0v1dYYs;&_qr7eR4?jFq`$00hc^b-NXffA2@pqDUz%iX^QkcAAC50+LYj zo6XdZ4LCZ=yc;f+kjEQbHAV4qNjbe-x}Zw*LN0HOHIKL0qK*c=3VFOS;nv03PvG%3 zcq{qLlE=Sx%hn>KUY6UJ)N+kjEHSz@g4lGegB|Wgt68h(` zL@kw!!IFD%D@H2Gz*g&U9d`QPnk4VRbu>~*H!L}bOE{@y9XS9t$}fQ>TB&3?ELnw1 zbf^Tc0VCwk$@$oeZ#shfF&shuD2gEeGQY?7e=>c|SrO!4uJC(k-^&$vtF~+koV{$C zrP?Kb9$I|uvZYrK2g8fdabf6-)?{}>rYEYirMhF8?wIzuRd;P~&TqMU?aI5iw={0K zd-KT7E=Q~qgMC|ZMCmgra5>pu+p+yL;Q@z^W5wgd1Nnb7P*sdyfr5)S4 zf8!N=YkJ2veIf6?%avLi3Jk5do71Y1#ZmDL#X!`mw`gP&3Kb2}jY>i89#)WQv^`d% zrgs7v2~e~v_=baL8p$n?rj1q2`O}c1@1KZ!;vOP9L3WnaD$`HHd)VB|)K%5ZH8o8x zrmZGy`e_B;rgAS=V1?>>NQyc&+b{3Df17EH-)Un6-Es3G9pp7-3!xzss;EW!w5Kh5K8Y$SUBlS|HV-Ico)-=OOGPOB% zj(szYb0KbHombT~zLg_*ORk75ysS4lzsZd>tZG*7&U8iQFE*$9Qhg{6C5m*=GqSwY z>Tgeb;F6N0Xttr)7i?SI>R2!of9}cI4Ta?;H!F$?hBs-AcCB74H93-Q0fimo^sKzI zm}u0QbY_P}t5LBgJ!j9&i}h_1NXn5e!x0!blOj)$-E-{j;IW$C^*UsCHz!__klmH) zt1o1CHw%fEDs@%ofWS|-KZeSZCs@rDN&yc7`P36A)+0$P z{O}`_)&7-Q^zg69;P>$sgI*1uk}Kpm6x&qT4Zb>s^&CBrYnG7h5dW>J?T$H6^RxqR zlzD>leiQAX{z?2Z=9gwzWKN)bU5oddXzz5q@h6q|XK3?F^(+xfeY*WGQYHv;Nqpq8 zUSCH($jW3C%B-TWMB0;~e~yG%ADfpA=B!#?X9Sl)94zBBQ~yhsF!yfl@utfgx_nAb zRIA|<8OnDBujP1eW7wT?aZ0Tb44L#w&cr#~$4THSE=4ka4AS6UIC2t1xvFJ95^9@Ee?t{mQS`o85%6keuYaJ@w`51z#yWEgFBvo?qi$A-<~*gvpK=ryX3fC8ve>(}WW9rP z=YsJer_SFL2<5$eqG|2CaMQ-m4yQJ+U)m9%l`LyChz1RL%qK zn{8S*8tYB#vn=c6Jzu-M^P<7N33!a9-ywjTQiMFrzN7jR`L_;cK^tqivVd{BH$miAR z-2RX$mrf#1?}pSm2&sk8?55go3drfmKduN*%El01c9qF9Wl%nZHc7wOu*dv@Vm71K zdC2L!upya>F|ZolOZ31nVTj$}N#X zplMOgN(sSu*3rAZWDE4~Km);gC#etQ{eirX=RCP!Z2r$uH{eZeFCY@v|)*D+?B5C~NoRd^(grWZl$Zu#tSL7N-+M5#5WUi0(&G zM8RXne+(|>AkjWK6GrqXDloTCR^!B@a9*{r__M=^t}C{b3NpZ$4ZML@k-of7)cSKC zpwyT|t%aq?r>^+$y6gY32d&mg87*tud*J%+?t=&RwUZFfz%?a&yXElhR^hkH)uM>* z#Zg2dlcOl2`;YNfb@la77*UJ{kD`+5`vqp=e~9Lq8j;Ygk0ZKD>&ts76>sE>W`-&@ zHy25gHS0tpCkNiVU-zx<>ksU0gKtJ6Wx`eeb?~|muR!VKp~xlM_Z>J0d8%;cJ#sVo zr5UtZ*6InTTCf1iVSb+rjT*?Crg% zf3JUQr_0lQQUAh=%GO&2Ph-HB^9VZl9pS7?1Lh6wU6DzQUOU`>&B|Qk*j4?7(H4ij zFjD9q%Nv}<5lGSWnGeDBPHoPsP(pOvXJ2EkzAX%U5Oeup*1o*9sh|kwB>#?$?Z^+-* z;_vJ8w@@g9&s$|T!RGT3Aq7&8cDW)T^015N^)46Pwa=vo`o|>p!k8*4yt@njSF-@m z*-ZkU(v^C&;)*<6sXc+#KUQPGf9eC~Y}u7vKug;=n|L!iT8LqVaNl^Fw>=l&NtjHm1>=+vBX*fj!eX%f0S9n*e6gs+%Jgck2vlPO! ztt>MrrIJ)k{X23G05XOAj}&L}ne8EqdQh$TBl*hrCam^d$kzg;LfIvQvy))d3Tm)j zrl=;nn%ZpwJySm-FlKp=f7FpT5rwMv_tQig>^tFa@Heow3CLMyf<V?x6~-A4wjnM6RWck51257mNoKoCR!+vv930GPtcA?MT?+ zBtXmMDpRl}?#cy?ef^1MlgR7zUG%qT29%d;9= z)RD<4c|EY|M6<(Ty9EGCs*k`r`1i;-98m}jRXyMXS+sCb8;xq%*^faQsL?=rFdU`@ zH*h}$r|1GGJaR4?OiTH2>cI-E&$}N&b9Uj8^Uz>gJ9JJo8>|Pjac}3^Qun%6hqM2x zF?}rPV38{gTKz?=f9bBM4!9P?TNh_dwbjkj^*j_{>1kq;s@PBXwX8l-aFEawesB=&|L|1ze`KBo zk0Gy6@OW9PjyKUl2!y_F+2`s29S_!Z;CXN>Y+wm}y<*u%cRX0vgUxd~@Vv+s#Vnn* z^`nu@xH~s>e|N4gyA8pD&zbUSZN)WR9b*M+U#Vy0e3m5aunD5z&3a8?m#DI5 z!kziY!#x?hF;{-B$69>31rFC@AoE2dK3CkLHdt&^uj-suE618` zF0JS^aWTl{K1eY)q*xSkd3D8RiA{jVj}t6Q^S-=O47&X~gUg2eF`dcrKII zBUyXPgB4gkn0mMpghJurxjcSWlGeF8(X+BMx?O!&F1P2Rb{4Lqyq*?O4~|wYJrMtKf>+tx*ThSi(+c7g#fJaC3`-VKpM>wx}636IJGK zZW>7He?@o9YKu5DBGQ8v$ScXsw1ZU0P&%HQU`d)h0IsJku*4vhl*pS%E3RXdO5(7U zfJ;nLiJm+_w$gf7VwOrWu#S#~EHAT2B`H`E$E~bVi5IrwaUGjf5`c9wxQ<;a@xc-| zE^(j|0-PB<^KaA+I!_pC7)*EOMZ9HRC+(@%e<_iTNB~1hoN5E0sJ*dS2{)#rSu4vjug z8S3g<|3IZ{o2~hQiY*XGK2X7J&9HGyn1nnDe~|j|ECSFU1E4<+V1qF^qM*s4ffO8; z^9Bc`riN6Ue$LamxodD!(Tu#g`!}{)e{a`%8m#VwofF~Q?2E(sd!DCjQ`h{BC9@kI z`!|(rcZ#rzCvN8iSA)YBx3i>Dt)LXFsFoSfPEa{3s{Y=&r7sxmA1`%o?F)qmwzfC+ zggIkFS3|lpBAOHBDWSZzzQUGrV^4^$t3beo{y4ExHYQs@C*Xc zSV)W#Yl$tyPU17fJ}@7zPIe4$tt_b&uDqsnP56@C4ZGdzHu*Ox`{uLriE_8BTS(>f zxym)WH_h+P<+|r@+I>w$VPC$=Y#+GviUn76UbVM(Z)W?B#vRs`Yn*GeillXR@zSIoJddz^b;VVr#(nDhMFzel~9%H>jb zp`TOPbT;irXH!iX_~(giI-MmKqu&u7*G0`Ajl@x(}Y+ol50Mw^V6L0Z)F9n*A)7 z$|c|loMY_d>*SmCe~@zJF#^rhx0634zefKCUZ22r+?C|F$tUT*5ZNkLJ4%>?6X52u zpjnt+n|>!v+0wRj#51X#e;{u>7MWD;mNxLho>~o(@4kuia_IQ9EB&=JrK#4|dL}EV z{t0DdvZCBw+rL}qd?HuWYha8fBZjBmV5pXS7VlBSA&!mYlMt3i+lLz#>>tbKR$sTE zV|P?gag55!SeKNN!!4dmHanV<0ah@m7?xV%cCZSQNz88g;@S;gf2}loeVkYCb_xo? z9q8NMbIXk?ji6Ao#wsn|Am78Zc#5c9FUQvtm^QaV+I7&sA#73}Pg;YrLb7@lp{FM` z8c{ZBo*-{HBH}Ebl1h3~IE`t-YUs%dtYel`;qS@0}4e z8sUsH6ok+NY!cP*w$_O}+|R@%8i5-`qj}0bai#UH>cf4$3#8d=X#Y2A}tPeEkx>UP*qJveAEn z*Dp);UnBQontdBvt5=d6s4M9|6FSIIYjGZ_2D?{JJPU4ye^5ycZh6w%V0Y1zA;=%c zP5h(_G1T{^$TLtRO~MnjaRF8eK?0&`WtGWQcJY%H7iJ}^@crqaGIL~yuB!XQVeqB! z_mI9Q+X7q-->Ody7fZt#gD$nOR9ciV{L#QM`JM%S_oBklM-pS7UHQlptD1Ur8c{{b zR+YvFqw%55e@(4h&~bd~D!*Ch&wB*ZtCOqm+1~PlZ$7^x7EsESoF39(6w+W1roneG z-}J&U)dFeIQ_a2pG=$5`Px#aRw8lCCZYpaC4WH$+rsg9hD;+@t%Os_=uKM>?_asy^ z5#U5d)#{PvBNeH^3EDKB*t+VZg7~o`$vS zZ<*(0(hSul(wxbo`E7+KVsdI3>XcH>dfj?6ucE&9GNs_HCYyty733duEHapqFX+uI zh0abNCkNG>lA>6%fx!6lHCdAW9en5S;V~f1f4PL02vpa6Px&W(4wltA;ENs8PUk;` zYoltSD%L+)nNz`BtAS^W>HK3M&uq*IKSe=h$sf>wahlC`K`!f@I$0u>qTOtEF@OeY zQYG39MyIGImyG{_{7+6$k$_gnj~zidz9^-rA%CGz$w*SBmft(|uW&6WNeIG8#E3#Q ze@pH$D-q0o6O0lJ;R2t7XtV)}2##Q^!O0(HKqjLMO!DZ>vy;k8XH2-rf(wTDlMzcIXZuQTS=QAhl3nV?mpGn3ym>ulM< zq&*w+G04sfnhjnv`+cn|I`zCg=HP$DIU=Z6C22uuAuo1TQMeAyY6M{gD~_owlNv+; z>!kcr$twbWI@<|_C#@8!n7xcOnuX5)^Jf8Vh# zeY>q?dH2{@$7sj;%~@`phX49cbV4AtHf_Y_F}Vp?#CLHM3T5Oxx*J@fLRnU|M3srC(?v$iK2W)g83 zux4U8R+4>&hu;Hkpj9*qElE%Pf9yk?XBYl_2pVXlN@I8K6Lf;S1gkym_2$(lLA z%*jvwZ}!dvzK!Zy__JuUWoxr`Z{tN?W!aA7J&7&bvMulN8pjEVEX%eMSyCi9#w;NV z%|ZwXTe|VSLQCIcD&c5+8Tf6$f>k6x&9$?<4K}Gj@B(ntA)Zu z{n_m7(!{g1D7322mWIOjj_@mfV9~<==M6bj&eosxK=sMo*2$-TLUfBy><^*VZwx+J@{uexqiW46gUR+X{Fcwb^74HJ))isUj; za&Ari+6?p=EVWZNZYb$pSELXL2c@bcfi6u~)G<}xJk_2nlRcE3EmuqNCn+sHtJJHs za!IZGrm@Suv3-p~YsfWmD;3E4aMi(n5=%}JVxr5HK19NjPFDmbe{4+1Ir~Bqxk41$ zj9#z)^99ZUeoPcW<>aIs@PZ`pf|a5Ye${;R-4bP1KOP#1ljo25e;uHDjK;ifq<*PJ5j`S(Lx0@LiOA#L?}`@6qi3X9XB9yq077d( zvJ@lykpfo0++MWiD`VdRRl&Ildz&tgd!?$5eT`4$X^|owcdsgJF4q=h=>!sSa3VUk3bpGj~Le*jiQeBVaoAVm{06-kJtb8p{(ocwgcyZZmO%cR zB*h9n?3If%Qd)J4K_PmUep#&27*rjJDM<;`Z((ro1wPTZ@FgODSWp$!ohR$XYc5RcN18Y0w^08;ox{AEj5tpa_m;md%JXNY*FMm;yn?edG zu?*&*UM9{^)~Hi8YUv&FG^0TY3kA7Rqd;@>bMzrXVr8bDJeb~MUcJ6xaZHF_h%S%_ zsaN$Hf04|PviM>eICM!xb0&EoAKCF00ls1&izkD-h3Q>KDA_# zk8?b}njzANLe5^fA~b`PL^>pwL_(Q+RwRPZf2ct#%%te+zPI`7J`t?tppFLOCtpmx z1x%gK6E=#wYjJmXcZY+!Q{3I{;O^FgLySVb2F5s7Hmo0wAbRs@RM&j(p@*KlWWpsgZ!Y}qg-M7rm zx)ISnYQ}GSJ)c*DmP-i6Zykl1Rq+G=>>U#?I(|a+)0Ni2W*dhex(hQ^Vd z>O$r%n64E$k1t5wT^XcLBKt8C=yd9SRknj*}jTD+A<`C{lB3e<`zt&^xJNY@_tyv?O~ z>uzMI_H)nbvwOp-E-%wWy))C48{?#EM)^^W&5L9WjB%EV1LRn_^_J$z3D015^^e=zBR0=M~GQy zNU2&CZ)MfuuiKMIU!Yrm_3*0NTRbLWqLZFq13$6853r897(EurJ2j~q4(-QXE@Y5s3EHBERHmKsL7isYM(Lol)_`T~iAgL1cCW;%66 zie^x?tZuj37i1C+B*lQ3!88oi9JhG|rgXHgUM1?pWV=G|_fM|IZ~ubJp#t-OVNWnE!ai?HRbTP@vz%l5)Y_Dp%?7`;iMmFaC5`?!p>J7gi*&T(!)(C69TDA3R#RuytjY36 zi7H)M`ohdl=!P5n3)Tw`8a3$h=xsj2N`=*naejj+VjiVxuzh*sM&GqL5uLWCv{8gb z;I)C{l`3CF6ejOacC5%bq&Bx;p|u*Xx~qPgwT3 z3bvZQQelm_PHH&~Tvl|(&B-@CTt8@LXQqJc(>ocLlLWSQsH@}Ajyq8tmY$4D1gl@& zrQ|tqhf_I@qjx!b4`87?(;c4Pixk#X5PW^{+Lu8i@zU9}Jzv`nn*X@8z-m=UZ|Gas zC~8~lA06`P9w?V1b8ZZEKMYMaaDqqxhkd%IS^c)PTmnLJY&lhn%360!AuH`gcx6Cw zxqS0N7uE?qCv>B1&2Oq%_RGyo3ZY&$^-(z1x@&0-wrO-rVPJHkEGkcRB3&&6bg@C1 zZ%!3jO?od_&Dsu2!^GvpV&B8xE%hgelF@=trZ!m}!E;~Ii(E~DrJ29brcGq@e$5yX zA9h-zR?^tW5SeGY645ox?NYwwvuOrOx8Ddojabs$F2ZD#ZouWoqkO%Qbzna67}Yjn z=Eb)v14ZT8|En;Gq5o1lJA6=9Tsc=oGpp5_jW*+Bu))GDhtnj;MK!%(5}3P+&s{g6 z!^F#c>x3}8Cj;sB?pbyH%A7}Utg4l3Lb>#fsm-$@_|-t)E#jx-LlxiQ;k!IgbKOZH ztQ7j_nRDvV(twYkXq;m#@Aw!sJJ-OgqLJVCXv}d&Tn7KG3?f&2LN?=&e@c4CPn^Nc z3<)N4>aLjBgR53_`ab2dreRg?WtZn{?1(O9V;16ZSxL$!o0t&;ga1K=a=}`kFD|Up zwB1(9q)wN^IFEXOOJ{T5vFZd=tsF%^2i(hTpqVy&V`3|-g*K$gX8no)zaNz{S5Us( z*ec?;PAjTwp=Gaa$wGQ>PlzkChDVtR+QFRk3&TXl#6Tq@e8s5q{ZK16 z^84}kpv60g4j+V9g)djt1tzpw7P={q(GkE&dvKgT%{!ZF_G2um@sI_0W1gk7f;k9J z)1Yp8x^8$^se3iQt~%x>(B{O9%<-m*BDY{me{ zsnX$cc6c4ICiF8O{(wp>|aRLGrcHu;KF-FdsunItYX!#_1Va-dRwt?*=wvV z(h~_G&`S9$Z&U58Y0b<}mn{v$;=u!U)MgC$c{>iX)ru;#QQ! z9+BzV4MP^5orAs7ji_%Ns*X?9_r`hoqi0E@kZCs6{PQI3?_12;n!2{l%pDs#CfQ6C z89|TEM!Le?b|roskUqawCu41Ssh*bl$>h+~GIe(v^2(7`R8OO`c-n25B@T7@!#4Ah zlP#!#={vdrRn}}E>kcR_E6e?YWawR_=C*AbtXiMkr4;2Up)|YvQJjXZ3Ab z7r$}4uc^G8RJSZsMncQvS<80_GkU^aN_XLb(IrI!p1c(>??pptGtblI)TlzO3QB9ZMjZlVL1+l{~I7doYq= zwV8)|t$V`Svk>%@9Jm0_uWdduo_V$Lf5 z*a4PV`{}de>53IWFA=p;mqNFNeiMZOv9$5=88Wv(UYVGrUN!pYAM;QF%X@AA$RbC? zvhsFhv#=`|SmjBfSP4G6QmKd%dK;<*M+1E4W!q7@>Nl3oO!Cdmt??4%xSPZq=m+ea z!RdyjUnX@tn+?khMH|=`XU(O^>&U;)Dk`ddjb;+2SISx1TDHKSviwDqUbR54HkDL3xWXKECY^Q^L19YLCT|Wr{ImP=HG=b$WTV-@~L{`(a%Pf5qi$7 z{(l$QOgXHfRNS@)leFcYf7sorZq=fb%<5FN*=PPS=%MUxgPR8H*vc27iDaefkGVJa_#H{imnx+p)d~R{pQ#JbesOP!Mi9mLj z@rl+Py(OI%-*>6Cs|p6K8XDwtE_U<2pGP&B=CNYS2R76IQK~RJfGxn?%~3< zGAnVWDPK4ve|6kOMfIlF)i1~PJ82L*2xWe!9p|{hA;)Hnx*pc;yogdn;Z^gO1;UZD zKFYEOrbWGJAea~TrRC5En`h?KvzVjXiL;6;XU9vxc&VsC8F*{T**P>DRTrYJ#!KWy zosWzeQi&1bd`}5vqW0!s02;8vd~2j+9gw2_*fU$x380jWZ?tcWPu@04|BQxKahz}@ zY~&z%vKj53x2MV(q6|DHI?rIM>)+HuyIq{p7)Q_<@}~C{PdsKx^1K5*ZMhU#^2ql9qIzY zvo{cFv>xeM?!UA&R|cqFa|gIw!k!lyKb~nh__umYDqFI-a>pK;cv%^!$*QOrPZ}Cm zUtXfg>d}Cye#nx4jJ?F4Q{ofY7|%_){2^$?r-}0 zyNkxF!)(VpV5~P(+zHrk-)|W@-RshC7it}P-Wwzip2+^YIx`R&eVA}<;?Q&ZyJp4Y z{%(1+M*YHQc;dHdgJ}ySFJv{i`*}yqFsQ$$!~RXyUzOco7Q?0F!X)wc|ed-oD&!b_5g=ijD-iJi6LT; zb^ZYhU~YME-doHJQc%2{4%%T>kpGNVG1Ko)u! zxPEUebtS6he^5m8xFs0|AkQWz6M>vGwR!x%^XS-ts|!RQ3(&FupRsq^uBWwu9gq)j zpG@HGcjZz3)xc?oK*x6QnTqxAoNnWk9pzoef%}>Li7}Ft-M0@)K6nG?|7*ejuY2g0 z_WQqufgBMM92HSNshH1qIx<#VFu$KJr8Bi9^6BixLDuV_0^~oMvC1Jt#cKJ&Y5V0OE4aD zIjkev!&ow-4D@HRnWSrXhqE1|8zjcF;Wd4tWHa7;>sb>vIOxyrA3bc4OXqVu58B-@BTVIHkydd6e@c%1qgFv)P6-&bfzEIUm9h zOE>nTC#U)R|BwBjPydNbo50ExmX?BR`cIblnh3jx8fWxdQJF|s;?zjHnX*U^d@@Xu z|Nf{WUU^{MfaTWps{_^XI;t2~gD2M>7`q^N;eqX?QATLw zB}EcBBFfJ7QG-kr^Kxd7TudWxD39~zGE(@jJNqso?n+lumE=33Sg)=s$m1Queh|}# z=wuc8wS>Q5#JAoR(OGra%-fsb4mDC zEo~%5vUS2G+H7~py<3u8=qjznk_k;dw&CEa~u*>6# zbJN3w=c~sZFb=D2@=w4;RmX5U{Oq>9)6xEltvl*p&@iijN?E|)o#R7MqU7Q>6{sNC z>oRs{r-QDy8+!w?Z=J$YYuyn}VsK>^Y^^-bbchewys);GqdyeL8SMAKuOeMsIR6jMlGN89lNe zA&u#_*o_kNN zI4wf1<*uTOqW)@4JV2o!Z;X6Hl#-rjgwl1EPZ%5hQVjQ8l76W=;Bi{-cU-I91rL|}|a?%tY|!*uJ@KYRprp_Q8H zHEtk=NfG70`{f0}4sUuq)_7EQ(r?E%2}8+sskLWeA#rnfOTSXHJzZQ4aYRtN)=A_BJgRhIe|=ADVpk`eIBA{X1E4{#+&62=1_O6da}j#xI*XAxTdon_GNCoEXNyvv5jcREKB&s1$;cPon8(!9fwLl^%! zv-~R9L%bP3$x_$dC#Y~^NDqM|&Em2Ee`Kw-LSvi1H%cl$Ut92*1=M-8Vu;a4V}*tJ;NiDfMz0LD-5#HzEP^J$r0!H+G-`LpM7E zPm*lcc;GgxwqnXCH_b5%ewfLubrp;|3L`z|-XK}EHSd!LOm}~-q1bRcPBAKV5pl&l zO@+AqI4o)`sw=3}n?hp@n?o5}Z(3_asIo&9 z&}%2(*j9+A{hhEj zQONkb+Alt+?l#Vm9%M=CZGO;@BLyk4JecVP?TD<42bS@EewJxZUWtALIv!DbMY%*v zh>sWs3K7a~C*)H0AqSgn6yV`*X?^I(zw&vh#R6%Li;?*GoG4je? zF+MUB?$`Pfmc~WC&q}U-$%rOifQH>evVzAR5c^oK8~=!Zu(m71{@v3t>EwM$`D`bI0#XJFCvk;w@79`)Zzj8V`m`-=I}j| zPw*TQ?%gy(0Xssq$T3nU$nZLf1sqjr3g`$)JM|PX-6^RlLhd$6a8xYKfZ4XBYv`WSqM{C;yBI+YZu56CJ8=Afn!S&8v%5amad1fjKi65qWK{~+!3Y$ z?xWBag%}c9^GrM~MQNLus)2TPCeT$x-qG%`Qlk_%;X-NMbKPV6`Bs(T?E6K3L<*=z zFKwie`0WwCfhmD~b6?yti2T%l$E>GF*H6m0HwX1h4!I9cVRG|eT#N1(z~?sy(uA6o zkh+5nV6G^o&pf9%TSAx6TLs~RBCc3U0>=?yH{xRsEWj{4&gSDm1&b+Aj7KO25L4|I zas|o@1E1hkpK&VYSZM5KscaivT{MUW_`^vaaP4It7Qp-%Q!kXb=Xuv}m@(HrJrOze zhIZjJ21vHn8!+PL_QH6#i08^G48b!cHZc;5Fbr8SN3Z?WVZ#z)=4YP}6=ZZvEA3WJ zk<=i)P^6A>!l*NlS8@S=3}M^P@*ypf&PBQK6ev_~ay{5c3?TjkZXVpL5(-feUzNnK zm@>7hJz&Hx24@)y=RQVsN!OnMQRW>AX#9W49AH9vP0XW1D?|wp$R}oMoXl^i%hnrX z7kbUkb>p%iWx*Lk*e9s4$k6>Q?m?WxUpc%dt&mW2ximV_VN#9e#-}le6VF}5F!n$M z96H{in~IFrSxN}PWz6{~S(|$^9Uvw?Cd(>@2uwr~MU8=?r%P@57Xf<4wyE$+G7zN>l_>Jq6m2lta*6!lr1XmgNSXa<@Z9@<-5MQj zZElCIMs0rn17E2;ugA2sH3Xk6&B@`5DvGGV!=f;l{dHBvB$-`j-zF*`A9FNn4s3EO z3A7&WwA!bYCc}sKYG1bPzcBKgo_mawi*5cdqfn)>NY-zpwodkj#olpB|nMgUJ5ysuAPTV ziK!*itBu`f-5@)3wVl~cdwBVrO7fC*2_$L5x6sDF3uC}0E+zWm`A7@79Flx#;Vk*Z zThusr_m4HNSE@DhFV3gWOlYDf(o`GAel6Jd5#O6}$-Au?&=rVTxCAcqyT(7w^McU* zrHBY!Ert-e@Xnj357GW$5d5)ne?t~1^7pAtl=-xIn((vJ%p6ITh#%C`xs53E3*gGBDfrg}4Jyy=lHazZ!^eGO!_Ddf7GMs%ZtVN9GIU^! zXd$vYm9&Pq85D~^R5kB*NknQBXiVfZ%ed%p?ZCy;jvn&b9u8gEQQYMB=(Fz9IJ>jB z#kXX6?O>JntGCEZ@xm7rKX+om5eXDN$ZOt2(6HKWe>?JBYvo_>xri*Yty~sgi`;OI zmahX8w*lvNM3-zX?I1Cb=Ric~xe!#|O{;5%%UCn#?e-!m#V)bN)F$*{1fDt9%d;U< z!&u4Z&{}gZw_W>zzPgY!hwDqnrokC{5_?;hv*sq#!IHe5+6PyjMa#?fcHsJrVc(px zME$6Pz=G>=Pl*J}ixYY4<3q`3-p2>Dhv7;h`E`j;;yxqd7CbyFq0dk-3mdzr(=-L{ z@*J*kGv`fBb(BkhB)Jll4RYc}Id6w1!=92lXm3w%8x_x&e#w`9@Gh7?)cn`LRlg+l zTgooUzvo^7un|Wnkn*De|0gUQcvE+2;`$W8i}AY*asO-oDEx|{j_9YwyWXRV*3@h7 zjv*B| z%Y+hs)%V(3CH;~bDkblwl;C^#o9#p(b9i$CCr)4-(8^)Nks9;lIMQ@#g@xM1({HahXPu=iLr^ogMl>t%z-c(x3t)aj*0V$ zfs8RmAk`C_vQ$y&!Z<@!@a?xH=36@*o+sXA8F7W=d9o#1F@(#+*tX&wMN{=u z&5k+pGk#&oZH3sX%scioDhTnJL!iJtN?$BQETjOE_9lEU^onjIDWS-6+Hrygap?wy z#@3haR=C^+bQg!F?nn=)2c2M^1VCg0C0? zz}^&`VrYO=*u~AT(?al_xCMlf^VQA*g2oww4|>A}g-TO=qq|#mfahF>T@&ys(d{A1clM zrxLO9!!jt&K73FpCP*BJ1}KKEY=Bzag6+u_pg`c8=?*zbiso*;q3kZ=I!rO6a<|$Mm5ZM}V$9^;DbkcU`+D*vl z0$(W-c8dR>Px_ESI~ag##L85dMc{{xF#km$_6`vy;Z38YL;}ZpjskV+jv;~>qAgWc zqBjSvy-hU9t3>!?2?~H3=D^4Kv6c)N&lDaZ{M5`MkcP95tnV`xNE{XbLlE^@>r zmtzA#1Tc%l78?kF*zjsh5IJ0B2h^fS_$e&-4%q@i%K6I2`O5PVKyPj2@>p(|MQRHp zL_kmYDI=#3^dc7LHX`7|y8nD1{-5u)Eg)Y1a}FUWR339)D=b ze=~%U0Utgjw+Ms-h2nyWl5D>F^CvhkbFv{+-h*3lK`GFSmtb!R&OTUB5mcoFd?g3W zVn>{s79c5YeT1O2Zn$Zsi@X>tMI}Q5}24!jm8{c zsLGt`0NWa1fCdCzsSmqI1HPjOJH`CJH1c!4X1(b!;w_Y>q~Rgpp^&^uDd;f>kDl->E1Rq$xgU|> zUh~~<7!>>{zFYjf{SI`+M>F+t6gvj?x~-nZ7A@O{-QMo)4Gr~*>L^Y~GQroO*Wq~Y zc}&xiwj$F0oSl(R)IQMWju$kSYUGMoEGb@T6buxsf@?EkzuwSgrHA`OHJ)az7-22d zj7_P+i2UR8KB=o%dPZUL(NRQ&?XZv_Yr$|ztV*iFJ)AQPap}XKb#%OJ=|(WnR>`mr zjeag}SZQKbU*k_}%%Eb>>=1iv1g8;Zur1GEmcpFmR6>z3&(;2n+m`WfFW$2u5w@6Y1tT8}GlLlJbv! zwzG?kQKls&AN_5ky}o4cuHcRU%*}yTvgiNoNS`@~ye8}}bvm_@qzQ2Eu#PaoNbv&U ziN@h6>XwGG(VEH5;Y0H~GRb*mC1`Gi9|e%5H;UkAZGaOPLfG10xqI zhS$hRE_wHb(&f_y2j?{R=e)6@0I0=4jlb>%b~@(+(T<9WL43uf#2#rElZ{6&=(R%h z244M8PJeaZ#p(kBP5!>&*Ta|8VXs2XRyjlQSIOJZG&7-_=Hy!C1HX;&V_K4Ik@}0q zT~<%Nqq+Vvq<4>uK;BZcgc2~FizLAV{6c`o?WCGY`W1si(|P*w^Ej}b>u5=-U^Xir zE^!rDqw_m`N?g$}H@bFG7Pv8D=#@OrQUps;@_$r~E0i)cPgbYneg32c3gBvzuy+Bl zDsDe)S`5NJYJ6U6prmMZI9i}RtQ_pNj$_G*2vaKJGn;13{j0?{`hW8aGE{JDmLUs+ znt}+Lu&JqkqlnY^fAas#DJwwa4&zHT@AlYlE-09qlB+rpk%Y$up|Df1kx@k>+N?nV zY^GqrL>S)y)6LM)rESBoD9vc8iGMm(W9W!hQ%>NS&{Hljfp`eZ2+IlU}mfV-~thwtVH`~O`^M22;`PVW1_LjTx1RYOSIR0uhgK^csPo^k-hz}nj$Yb zF^2P}@5mW27Vzv8`zQz8T~pZ+UHF38iTmm59d#Uk#3z%P-J17 zWRdXUGe11o*BEHA6T;>>oEvZp#!h7;_&s zfh!##EQvluM|k`f>xD9xS6b}m<;CI0(=$~Y?|1C4x{@e;z4Kt!SXCMD4?@>E1(&zL`WY-GZ`T|N`?o+0>2-u zK7cQCi`W~XhteU}k{b5@!}pa7V5I{^S(1dtw}ER78~rISe)h+|sPyoWQL%Zv*j9)g z1~q4AXd+tt?sOcW*%vnELnY}DI8ilqd#F;aB*31q9&9#g9ns|mbCmZlY`t` zeE(FT4PZl0FD|w&Slx0a568Ffe{=J~n^gFrlR$ zqewVw*#c7|1`!>uyGJ;Ab6hJN9HR)M1Iu_8M&p#*_*Vy&!sRe5Xa|*9<4SHw2{5gQ zj0>J_I4sga<43KWW@3a|kQ?Y74=_677EqAe5Vntxf|pqgS_2j-Jf0&4jG+91Z4ie0 zS8%ToR1sAeG*&rrl%R~g=uSt89E=?pMDd(N7>!_t_f?O;1Tb#Hi8fWmAm1MTi7mGi z3#SYq0o|EVBJ6ErA^)NO%$v;wps@Nuh)b2SjF!$LJv7jlOf7{HNFztI z>?ekX?j@S1nNA&lcG&-PLGvrU^eNEJP5Lkk&4P%aTv40Ioi-AB4w^`Qt-CGJq-Y+^ zAA7fF<0=~R%bDn<#9&U(i^zSwy9Po(07xaT`B&UJZS>1 z`03m4@ulG5! zCNa^}EPC`Z%WVY2(Jwlj@#*s}Q|gD+!aucE0<=-^Vo>E$3?j_rVru7T?ZZ&)qp3_w z<5{DC+j&FYpW=Bp;vAZ|v)VrOR;pCsEu_0;$(N}#wE%y)Giyb`(I4>T``SL|ngNuQ z?#I$xPERdj+AHeNF4}YO7AL)%DdPr_ZfSH`BN6nWMsh}{5qC4QfrHyPs^3WOIH||nCP$Zy{@Xhp`pHN z?o1?)t_bVcaA#hOzKxAL@W`SdH53Lry1pzp+O}E2uS8`KW&aIqrdh6A#{+<-kSouU zkwN~e^=lAhwNZ~rY%GDPff4)yMG+%!!TE@=j`3gq_`mQg!p|gqjvLIgef{_CD8}$e zAJ?&lI#~^MZaO--HZ=~isF^UZ0kgwS^kYQ^x)X4FeO^B9JNH!jz8W};*-5Cw2pLl{MA>v4BR4Nz)eIDP~_r`Q%EYPmN2?cE_AMU+J*EG?0IRM+s4mgFS(li@6TC1gN7y6|U2)Ptod)1Xr3f$wEjUH@hh z#P8(W`qsTl3Ly?PcH(%KJzOHkc^_F@7o&weW|%pnLXJzyj~B-sw6mn`jNw?jPXofS zWZJ$Lx5+z!=Y_!ynJ6zVsvHvz;?=%+lfS!c;cfeHf1AjsZ!n?gsKVPJR?{)<-QXF9 z`_tl*lC6Ep1^@OthFaAQ;&Ip0gsY|v0xhq(c$Qp*>4Qll-pF_{UL*Nm9zRQfluqqn zn`u4eH)V3no^P|h9g$}a)T0_bodb=Zu=JM~hO>k87{}muIJ8i0(;Qb=w5EG?N34IL z#k3*DG|9gi^(yEG+gjm4zE!8Y8@ysjTF0b2XhBcxb1Jk5t|ZNW)^cjbXT@51;rc1G zXl1Lw@MAhBK?&91tUQUL*pKv3RNcxxnI@HxME@UrPf_66D@z)8XDsTHWGWB}j| z{LJlLGB85soZ;Pw-K8=iUf#1b*4MEVB+A$w`Blf9HuEk0{`7EaAT85zYu!Xs@*TkE z8Xq1gE|a{!R=U+u({#B1ylV*bK3N=jn{SDs^DX|`CP>~LROgP&a%Cbj6`sdbmb0wp z%W94-&eWjaYa!cEG6(O5Q3bTJblusm3DGbXGs?pY6`zeHD`dMT2=Y1ob-Z9i6wL1c zd;m2ZywD^)VoLAYG6Q$_8A!VhmhUl#hk+;B!m_W!j@Rt)ny&<}oO`kp5kgeiv&4|G z`Yjr?PuN&n*T1W?88*n!C|JzqY@`7_64d=3*3UB#oyXSSN92!Fm%t7+w*o=;w;hk@ z&l5qiQ&bRiRLEgl&vAUM z^7uJqHM6!B8$XQM=c{~n@>b<4K!iae*etEc=`o-7HLO+&@&%YpgJT!+5EJw=^~vD8 z5~v@XLSjI4^ZC~xIN+P)@ugDWBW=(lO!D}jn8JNQCqW_r0?|)enn`sDIZw~qFO_kC zm(8Y3MJkgPz7&C$PqYt2p}BJ;$II-W(p$Y|a;Ia(5Yeys-ooAsKX>t9rmSa(KXx^4 zHkm);_gn3Tns5T^eYO{VMEbFo^Cq?~C$O-Gm^44<;46}a3iZEKtv(kOD4e46G#^vc z<*wFgr%E_>bmj0JpQo?~?2t0OEeEN%=nmd{l)I0o7dox?p1TyOq?+gB?R4%qO_W{l z-ib)`PbQ24zL@D*QP+ijjt)l3HrWlO3HXypt7kuvaccuqiB;_a>Lej?mq(@7UA6~MWiK2Ebx=Ks)RUeJO9+9ZDkef4+5+!}g ze-c`+ZhprG@_R5S<*9b(9?2036D67BB?<>FGi^V@{IEsl#nyn^#m)4{tOwU_h zESiR&AJflb`SrhqW;D z_WCo1oD7P|`p7-p=kiCJNA-z(bKI(So7dkWka6O**^tZ-+XiGO;Bb%pN44h>!T$xRr(c^t2jIm72<@)(WKpg*#O)nk>*lMYw~nZBYmk zfGK7-s(DW(c$L6N)`frMrX2CF#e#&NIzzO!L20h2lbg1cq{w|oTjRz9#;>N4b}de+ z*Lnua;-WrJI)m%Pvt%8*3Ri*_3=M%lE~{0G2dKMp{!C8VEfdCycx$){i}hPQLwYZ@ z70?ps9U;%cc)V%3{C3ad?K_Qvzn1EJfs>;k(c_4Oa@|w`1hioMc4I50(Q*OPOWOEk zZL^-)y6)V#`?!g`RkxALx)7Mz02Zq*zu^tjHDA*J$Wo+S533K)YJKOM&nkA1SA;xX zL$1$5qm@QbB8W`jDyvc#BYxNLcDQLI3@IPexWR2B?>@N4pr8M%H4uPtd^~6fM0I|a z5VE?~X}b|Cvzq03BUD>QEOs&Oa5D`o`#VR~)v~$dtXeEk%I*BtJawd76Owrq<;vhA+_P_2Ol+X|$sOAyCs#s_h|f z?2gNL-I33}=ujiH-4tKivHM{Z%ZPc-9^$Oke;VT8zn=B#27!;tK5=vdqGr9CxUpV) zOa%27JBPKdX#xr`%>91aEFg_Si2gQgnDpoxbw>3xYDWYU+KrZ(w?2y08wx!p>1@-- z=yb%x#R73UFM*)?_uDEr0x7)e2kDJ@5$;qb{JdC33%be-Nk^$XmCZEQ$`saW9+kac z%sV2>f3XaI9X7d5kBm0%cjLz=NZKLowDmkq%o;q6+Kpk* zn|S27A`zPg4*rcoy@Ivdx_Hmy0vz1N^VGujC{*-O|GsbPvKmtY!p>m&VHzH=t#?fR zEZR3S`Fok89jZWYs5`oKVwe%wraSiYQY>$g=jySVh=Q~CxV+ee@O9;+Ph&Ciq8`B=VW;bClBS-nRYOBq2{E+Y{_~Ad(Kn$E zRKFnXkW~hQs9@1IAo~Qw__Phr@TuFOqy1Y!OY)GJ(5&z}Yb~JIz*AFj&DJw?rqKRN zWA5?lnh%KkY0M!z$1N1)Bg0~Z?%b6$-q*iJ)8#%x$GDI4`m1SkKfntr(8K=ZwW45WmejXe>sp`~ zd2BO_o96Z*D7q)74%PC(C-);Gq|Dj7S&Yoy=~6Ai07KU6Mn?G|hijp6;BbwfdbI$Oyhu8k1La0;3@JV?$vO|K5)lapa@l~~cSRQ}#N#;uN|*ts z1h5CZzSe-~&B}z`33Tk!x|m@Z-KW3w5t36NzBN< z-&zD|D6g9aRMhzkEexkVUXnEI{UJ;=e;~yodb!-c1^&Q~#n}DVA9V2eg&ZKhb5*Vz zIu6_3+gZ7I(5I&|z(D3N7vFg>$)NrEcq8{c~`-&}eUQ z47F!A1U5Mx-t&Z1II0)0#CNWeo4U)S>u2O~n`g%x9w~AHT>?>pR;V8f39* z3o0tqMkKu0_FNllFR{M)sjhD39B=&QeaX~tEU-ZkP!QUAvWYnIJrBLkcbU7P5NUR| zBQAQh4wArfDHz(MQ15bT@Fu3n8=ulDh$a|3>&zLD`#p%xrn7 ze^Dn?>Lt_7=(e`h<$Nl9v%POD*OsHd>Du`ScEj=V-nd0g?KXWJxWaAfka0VX`#s~= z4@?Fb?x}7q;M2A`uy@^jr|i$Q3b{VkU*Fy}F~b)4O_EO|wmKmA_bg;PdxpaNeJ!B< zQeEaycI8Nf4EXTIW-kMjH)~kyFfB3-WEd~R!oK?+0OOVYZ_U*4wEntye<}Uk#4hN# zigaKNRmhm2@cO~!F20C}XDqNbZ^+5B4@lZnby-vS_TA-2A)yF+j}EVhooce;yiuNt zOX~Bh?OO6~W-2Xf&uM^t&&nXldwMGUR_SiL!053|AYM81@{igFGDogGleNsOJ}YuTxEvxKlHbVAT3rT= zePFrZ_*46(oO#0IS+VO-Mb3A$Dtw4!IOQJ}BElBiT1W_nP-RQtU&{IHZ*DL;gz8<4 zTVu=!1H>e0hef~B%9G6a<@g+T4}lTC4l53g8FZQJ?EIG7fyHuUJq^yJCL2F?=r)*} z`n0c#N*6t)zg^|uF|9Y5zk<4Y)DJK|(UWL8bfxSQ7QWFd51TNl*Yt4TEnaN!9Y4AN z+rZfzbpw0_Ew!}yH-QzM_t;--(l^w25yLKT0trK1sm%&;x$dX37+4t z^_2vHh0HJOn7+IrpKv!*MBO2Pr7oh!UD0}Vp+A2g&0+FL;YD7`?k<_+R!^dzPo$1eD)+YDQ_7R z%<8h!Ijt|Zv*lrbG+fNlCpG|;NTU4Hv>=3Iz{1tA%iE-5pRU+oU=(;wzI3>FBIc?} z*QO$xqFUH|^zdojjf0~u<>#zZ5f|UIu zW~%F)O7j%R2RiIUy+;<7%DO5&Y&MS+wVyQF0=k&Xp85hG1Zp8^x$T2BPR~fV=1QDb zZe6Nm3q-H#lORF`ai=OH`1dDBmSO;eFPRfZ=M8Qq=f(oET|dAGaTlLygV_R_G~wz{^U z%@cQ{&B#@nM;n~#YSDW0znl$UCkpv3Z$OWAI>`#Dx^peV+_grC%VVcl(1Z`#<+-^w7H z+NS1xc;-^M8E)(g@7I#1Kuotf68=eJ?9j&(I1 za*YfbZiFS`8T)rVc`YI~BG7`j?5K{6MVXrRJV=0-F|$_9>&|Qbu8kuD!0>$Bbz2ZW zh)aFJKH!a!gruqE++OqVfSM@x;+kg2ksW*(wnA5VaDAgTYoP1)a<%E{skauM1@X@f zCq>6*{SdHhQee|ey6d1=A>_{J+3>QHlxV4Sk!#vA1#<~J^VZtOu`kcjUQgIZsW9l`@<$^>JOdd=d>vf}fG3ir`U8G7QFDrvHonX{*D zFn*2acCIV$o-3hcZoyUoFE*yo*ZKwh!;VMU zr1|E8s;Aw)WGah5_Kd0#Q0w%6-p*NmNFB6qJQo=!vA-5wLHFIXQA8x#2T`u>e~wpa z+NFNZ7UbJL6^tIn`H^pWusTb)&K3)iZMGxEU2e=>x9$oJ-za}4kyIix#gK*NTI01( zlHlZ3a@0hjifHo$m<=U2TZGM)J=jk&`f7Ew9GSuJy~&6ReSS@$9z$H zabuc3=scU;2;5VDJURQgIEfEGSYIPd=gXh^8t#=x!6w`nVEajGHIYNN{516&7 z))~U=e@5Ao@LVCRzdG#yJFCtWB0?OAm7Rl-k1P;|s|7 zzrg(-h(x9@lPk&l4#MCED@RiHCpZPb%E`jTAZ2WA>S)G9$ic$O!OYK(0PEmrZ>(>H z0PC85<^|)av_JpY@;K2cYa&fPyf$nUNE*i%9pMkZ{MVn%C)`M_4wdmccu#Jwe3{;w z2;GHQgPHl4rY5*c3`ny8bXr!i@byF3w$!YwSrF@a*kX!;vR2*YeZG1*I-Cx?0-3kz z4i|0{b%;M95Wh)1MGHwv8#~P!;^ZEFe>+F~=B6#Z|3%Y8tkMmNrYE*e^81o6jdHC zPv5V6)N*{&I0TDlb98BR#Mjr+**y>&gzJYT!^g58=)mJh2U_FQ7!P8W~;eB5-`w$LDVvHi(N(r6`EMSG@NX`E>Mob=3^gpFE+CTyL1?ozX4}-! z!bs3&=DxT~5ZNXDk2g!yLqFCMmP%uF85jhUzNkWQw#Z1-TM_n|hsM}C4~UqeG(`7b z#W?@@lI0Fb?6myyyFuTG0(=M6)2@ow#@s_U5Ew;J|GS2z{cst)x+LD-ord~M`7p|0 z1Y$qE)oe!^4||Vw7bo7a4m^e1o|QJ)L}4N3Mw|uDlLj34>OFCEd$v)pVY)tF)CTW+ zrarAU>?HWJaJ=r7?u^8zo+iB?7oRb_?M@uF0T%r(YS}~>F;RkdfE(w+xcG^@t0?zY zIp53|HvE+4+?ZbN$?9!5R#X6w<~Hix(C+&2AC~Ub>Z8bVQq0k2zub3R=Zv@6j??7r`=7G zZ6i=(F#x@fs{q-s`*sZA0{{Px{V(GGdw!O%-gmf%7MlHE+R-OXED_vL$=z$f748Bj zP(uF~@~=QR_Sqwzf?yxYE8c&6i5UMtW&tv4U>5o$mcDe=8KaWa$dh<@3GGMSsI$k> zj_$HE+oA&BG2hd+d{^aOqpp~~CH;GD31Hk^&$DS7Fc6RIPbTEchy%ko@xRQKW?me$ z+IP0c@bi5wo4Z;}zK7Xiw0=34#_!B*22eY@L=a^&O1soWI8l3}cZ@oEO~GzP)Lad{ zATAUzKPwb3jz4K?KA?Vn<>JBUKWj_gR_kRfL0jUZ)OorG2XO1vsT-KbWAr6QjDrl= zAvs;h5(jeqk_}mE;*ui}Cagl1F}G=x)UeBRj2_ZPyn=CpTQY)iLYAR-LZg!-0Mbf? zkOJg&nK99X(J(s7R6ooUAg2pM|YXmO}hTVD05yfOo&9y z=VA5dYQEn24>oq1MX5HvtXiy4!X8a-aVRC3?v4gJixx4W2|ttVaWu?|#*bD+8?n>S zgW#!9QLx|R|Nd15bNv*5R1uq*^c)P)z6dvRFS8*2&cI!!%lq+zp7=4Pediy=-)@hf zPhRyI>^Mr#LfOA)>KKEw{=m7R@xLX;-)C8ay#_5tl+adcA$J_?irW6{s=s`>d~E$~ z^yy^78PAsv0-3z@Z5&LKBVreSi34!DhcO$J>iU~9Gx&-oe5x->1}v8-J(l%ygbO>p zn(BcF` zRL>MSMtszcLmFWcD|ES5wOMsOqJQEt`!(MTH#&J`GWUre4C>`-w$phQNS|!?bHl|r zVuK@c6~hJnmd?)a0y{W^d=bXWZDn6} zeb$NG!v%NF0l1e=I0_9K5n^a+vtt}O*QqUkj)rl0TbCY}&)hB3pzif6Sz7S?ukT$q z_C{*Nznr)h_O>3AhFW~ni4uB>p<#s7N6Cg@M=-WzzzDY<>6(;fI_zyG%-7Yw5ox%X zjI)qVI3?8RJwF3|Rz*K7q=6UQHTv(|f2`27-9iz(#QUg&h zUeTeJ-;qNNDgMq2)V$Cl(eUg}vWWnQS^cvap2QS{io5+)5zkKoCIlb&@n>gJC{g3M@ZDo zyYC(>IiR{Tc6f%1$iC_brP1Duyc=o`i6Leotw-OVGd*2sGAX}kyX0qK4sla^5X}8I zC~ZwO$lU?6Dce;hzpEpm|9g&!N!i`F1=4OSu0t^OEivdWJJL-sLSs0vf`b(_*s^ev z5K1{vktcu)1GOZXwisA&4+{OKWn=zlncz+(A#rZ>xr4(IKxUo3Smeo$x!jqcI3yD;pV z2=G$XaOFOZTl9a01RE%?(W9`+mdJ}Eo;iOjke#+5-bQNnOdWY&B2I$$boga>TYmVQ z{-jreMoOm*rbRL`E|p0j-ILl%+elgL%ydn7$qvdazUmFYBCaf)r0btR#e@x`>%!GKc1g4 zDwcHAc^(4v&2I2lbxd1U=SE3~^v*69@s<`$T2wq^X=MXpWzDGl3iM2N&BqNjVz1xY zQmZUs^vK7+?7$3$zgc(ET(3nxuL80b-NK<6BDt({74+r$CxcwLsE27p8=JXi7z>FjNL4sVes1ISFAZ@|(&;SlHVVU(yWtmd1lNu9 zm-j<&&f((V4}0UYI7J{}rsVwL<};wNcuU9P@lk1JEYhVSP=XVFOPStNzW|85p}HT; zYSHy^x);psseTi5qbn@qN@s>tQ>AJJ+Cp}V`XWs4+56vvcNk3x+q$!wv-fcOepT_2 z@V_uqK@{-s`*vN>Opkd`x=Am`tKB4Rr!8H zbe9)f@c-r#!s?dtRq!PPC)=w_&JIpTLm4AXmf?qkz8R*EB1|F-B1|I;OE->n`+LS* zOqW3zp@(h$0^?~EEwM$`_G{+uXE3<6uaR%QSVI+)kQ-9b!&BK6Fbpcz!r%w5)40K!XwNE$u?tm7R(0O z6Kcs@%oY-OS5f09(Gwof{Y672OZX&rP4l-wZWq6T>^_wrG>7gYa-};_3%#Q5t`dKu z@m2lriMbmwE4#MD*xW;cG`v$?_6SoP23zK?AZ+!=RUtumtIRE=ehDq86 z-EYq@e?jzwT=EvZ^{pET`hvVU?Cc?~`%&DLq8krGs||b+SxeFup&Q?~EU!_;zij9*Vec09#*M4nc<)7l zx!GUuFDnCi!n!=539XO8)fSwt{ofVdO#9#VblHPL*4oI8ro?O>5X~Po;VHC+ z%%~}>hT4`@k_>{uBb5CU*f2IZ=$x7207m zH_^zSQOIE~S4d65R%6b0kQXCV9NaEDwwS8Mx*dy$~g7GBR5ohIA1I+Rr_)aaun&@D_O%Nh3rd z_WoFrXmKJ4%6xcVM_8(_9S*TgafO_Z;yO$iz{>Y4_CKNKW3ORw@%)tkwuo=ReO-T0 zm~%s){mPE`Ct;^?Bw`0{Qp^)x%47^(iH@&J3RS|ZDzv)tXz+5K{bqRVSpE3~gN4+`h}3&u{sCHF zvAm*Q&AkF&2ZP1#QZ9<*oH0jbPdwJUrz!4E*P>1rTM1@e+6ej+#qQiLf?^1M^XK#Q z^5w7YdCN5|zyGxkd-dLXjYcxy3*`*vM&9!PVlIU~kZ+J;kO)7&JzJl1U9{Dkwmw?8 zGPWWDnIu6g}Yx#Zc2!x z3~0nZf*XD*_tJdvk9ute^U`u6NLn4do-#c_eFa}noGP3;089H_U81k}SvW+#JT_F= z#C}~JG7BHUZ)Y1v(}K>_Y!SDiZmsOFJ*jl4V4s7^b})vm6wUcq3Umr#?JPUa9kX$UkvViH5(ur291Nvs;M^SZbg^&mmEXVJwO%A&io&T?E^}ctGMLiTr9K`Ki&^ z?iRgEk0c3PVb;_Na3!8#=r}KDXO#KpkG%Xh6MIlxZKJDT+{`~SIntf2gl}vtn85g7 zf)I~VAXpjuqZJ}6lxfMox5Q_#Iz5lIyY>(cY_2@Jxgn^CCA_?DtF2{2V2%(R!A+z= zv_o^UZm?LV8tR@>pD(k}!mN}Hw64Lgl%t)$@3#_Kx{}RK)8uSFS-=6=Sl%;OIr{;eyj&j=H^V>t+r7fB?}kuo#ee92+_nz>7k8!TxG6=2KgwzoAhso+t|;4U$hnF?IHS+$zu$XB-VSm3?{XXIN{s#=n!Upo$rEPg;F*j5 zg8Br9#AL&h7E9)}Rq|@hSf(FVT6$1L4g1L9vqI*;N@LCeK#v=7OR)t1-!AJxn0eH5 zYBIwD#X=q`^T~Fm-EfGvY$I_;2v=HqHxB9W-a;G;PmSlQYNIF8#h*^FEK6LO%7}!E z9<+%kDBEw|!DQ~4#Zd{~;E(@0nla#egqjKP|3c}TwR;mR$kdCG4JS_|jS~0<6{ufv z@)AXSD%$>u1^6NhgliTC4e5}?zm@`j@q4nz!Syu<04qT~S})|De<_tcSZ3 zp@(PP%rc&=EgLbhXx2}LlBfi8{n;WZ6p$1bsh1uOJfczgizaQf*Th(qtK3M-UBBQ| zReA2-=LL(kq%Q{P;vh1eZ2=m5g-Mee0l7Px;3Fqm-CL^f5acHdviXh2j~>GR0EW1oH4T2FeDB2(u;% z%su7;nF91(x@*Yg|0>pO&q!LfFO_REyL3tRq;>0>BN$7)YOe!e&2{ppe z<0c53mUe$hNTx67>bSh2B#?CH%$db=$BCW;jw{Nbh~K8%I^jv}{dt4G#28Nt7{_Yg ze|E(QK&676(PMxRRZQH=U(PHg(akJXm?ZOZa7+h7e@2OquZ(w_H#*$L7-{L2yHD4{*4_M&ldUQIG2L6L2hUP_+{mjG>;Ln}O<0pT#IhuVZHcAS@bNLsi| zofdl49M!(P=g`92yN2IJaqsmi5B(}&Bi&eh4`UvZ6%_DZX-@CA5^DsuB}RbDN3Iom zN(%92ON5h=%@2`|m?d+$2x>2R334Oj6zolc+Woiv=v91Ae(Y!`o?*9sV}16Z{de~4m@9${guo5`qIO`N zCb=R=x%aY^3C>c-`Hsk z`B$o!-Q2Rlqrs)gu+f75&B7>thv#1M0w{VEiE0)_pnYrNz8|@!v1orrlm48$s)KxV zWK+jw)(OLDLJ4zcyaz8c-?wpeF`<6pMF3#%m|mef%gU_>9-%V6WU^t)iT`WCrIu? z?ArJGvhG1|ctGOZqzl3mYru5v!)Fic%Gi(iD-GFwpH&qK#uFl}yd%&7k< zOW-A|Lh)5V!ZYh$AT{{{dxsysl!bXF!I#q47?$S}S1jb%s*bhJ>7(z_9TZE5X-@=9PbeY}r% z+Glow@*sciCAh;N1a?CtVw}BF##6^I_Aqt|g;oVdV-@5mWzOE2*=>xR+NDaSY3@@T zTFWppSJ&m@lT{XZOx;~nj;lqBrUuMg*o(Al)J!-QKN;({FQi$D#y4H(^=yt#_BFP3 z0_L~FXDK}50Ok|!raLH$h4E|k^Ym4{sr=CE%)S_Qi`0p!8jgbjGy1$eZ!XtgLY(B7`fq-^`OT2He8#X3&UCwvOZ^r5G z1-5y=_Ti`EK~8QjYwc^6rjaBYNzo^gPTcjWJ%~a4M9N@XE!Q#`>^zgIAp0Vx=C-bC zt{S;(t(YM#K>-Sh8U34cPicOfV%BTh;B$oCAU|!YMLSU1kz?yPtaY@&2ab@1bmOX) z9rXo2;2o{1$v5$2B(hiFMem-(zd%^ih8{I@a(b&Dj-xW{?)Ub zrOQhXkc-T5&aMxdUNMk9XJ9jtC5o%_MY?dU$NK6}G7K@Rt*1zI@vEz^rC2KeRw>*# zXP{ghD01v`8C{Utn4_{1yBUX&#n>YlrW!H@T57XWiAIrS+>V#V&yS=dNJ=rnA?2N@$0jDe#lu6q7SDWTM=w==nEt_7g<& z#OH@gcE41zh{>y%MWiJ58#)8YBD_C)MBo%61=yJctnEnWH?c=k_@&pPi+UB(XpoX%^VA3v6YaFRk zHoEcm#d!w&tqd%YKZ0p$R-IG+N7+A<_;9*%dnrk&&F^uoK02x> zT{(l65avwF@R;%}R%YFCzcSvyMZ=&2us=qwKBmhjY%))2*Bdy4)JN5Mnjk`xCS|C! zJKoc+%3Yc-0yOPJT8QAB!!x4Mgp$m}6-$b?qvm5DGUxT>%aj7mFL}7(;|kjyv!_CQ z>jb$aIg3JMq|2z!J2I0C3|C(HC{`g28h1M$GkKw6A@&_VS-Y|(>Ujp=Sy-tQ}oN>bTlN3^I{hhc9|U8MZUSS>`?pZweg^dQwrOR{wzdKMxcf z(*T7y_A;hq&5F2DG56bps!(G+1`|RglWuQwy1oQbGK^i>R$=4C5&*1PLa5*Km+7t+85LC3s_2iKVgzpaKwxsj18AX8lRr_R!8iDktQEo;Fw zb3$)c{1!VES5{AqO6Gb?{Nj=UmX|~f^5ivwCJsw(;$7&Pg~deHtV$+88lO}NGv0`; zf$_;c5wJ;yrfpeasqmy~|fa zuB03kHVcwhzsB^M%4KhsO~p(u-W6+3Pl~E_Oo=qe&86m0L@f2_)Z(+<>x(d={f>Ve zoFI-71LpfX1S2x02?-X!)`aD8{`J-!vw1S-t57jd^|ZNr4(6~E-gLw-0C?(h4q7rc zr?dOPUgG6d83^!qzcWKk7`(fJw|i3c`6Xtd%{fGuI*c^CzS%u36>vk{c`C?V4joC& z_mk~LsM*~_BwJD3%+S{m5wfe)USRR{giPQ=f3RQ=cepq{kr_tn_w6KziA z)oixD52NmjcVhLoN7+_$_%8p=dmRE3hwoLOnT9cM*uWW%wkOn37_6*&(m5QydLXoo9iD%|>IF`ziHlM7}brE;a`zSwd zq?a*7+s&|kbLYEZCifIA=9Xnuo=8i+Xyd&{JH7yp*=|qP3RHERhL01_Wu19Ba_8zU zr``9j8&g}{!WJ`X_}iSMms`t{YG>`fPh6(id7BDj@jmpI3q;50=12Ru2XlbW>(tS! zS8H@|3Agi`fmQ9)0`t?@)m+wivHCY53E`;*dcmf2R*E|`e@ zM%zR${VuMRZun7D0*7k@wf}X71X2Cn7PMTc+@QBnB#`u>}V z&X;AMMDSklL)@9my2}omd(L{ur;p~@xDaB98whTJ4W~mi$BC8X;nDFN2o%u(3kWD` zr6Wr@DF3t`jSZWP(2%K|OPy<-tGznwDX5!eJNQ*m;@tld`*IQbM}uE?sZ^$H#04iJ z6U*ED+=#aTw*SOrN`tvHC=?Dvh+0OFHh z1f?GiaIvEv4_n+Qq67(|PZV-+qg#%ykrCIHbZRXaR}1q)9bjbD=^R^lj);%H8D%mu zRL$t^4ilQ^K`!E%@Z5pTyWO9?8%=+koaWs&iZ13?W6OicG&^GnV(FeUo&YS089o6lX7r=?BA+3tpV`PWCM#wX6G zINVpEIpyWfXP#z`$DUR>e}EACP6y(z^kTOCPWDfQFr` zauw3>3d!2rG0G_;1BNRn|BWDye1KKeVP3K?V;|tF9doOwoGS6WT>z?sJH44R2iJXG zVo~c}&DNjenb=;&77fD+8jCKo!(JaTuq!1@<-n|3U7OwGcBOq?6~~lQ^B^8}%A3A+ z+hBFQJ0Z`Gi9qhH``N+zOr}dwPlC!LeOb5l!t@W#c{YvHjO3-ZS;b|h4NgaPr4`Lx zv(ux*GcdMJVJHfZGGIP;TP#uqP#^6S?hIwms_=d)Y$sODCk~TQJiG~$L~12 zsX8LKm5vW6C84=Di2AV9HZDnXk4%9xXG^elF*n9j)i&{r+<4{USHh!@gG#*&*JahW z@jBPU*zbR;vr)u&&C#gr%hQ+~*atz7ARkTs;g#0OqFKGd0Ul_MfF0@m`-@Nwmfo^4 z`k{HX8;v$m!zwz4Dk{aYQIPjKF-Rm?86@%mFO^PM zgsR6MPI^oD8t}#+mhk(PHa>7yvd0rS#V9L)w!A^Lytbcz6e*PQ&ns zEI!Kr*K`4DOZY_%>lUb@Ni9)9Pa@_KABRa&Uz++GN%q-io5?f71u5S&^ z(iA{+Vs_=vdbU2mmn60{Hfj_#*QuV)?j zU9BaYE?`6ep^iq^<7A0Hu84}i8Fe8LpTwc?6^y`LwtbQoBK=g67>n`Gg&1SWkG5Ba zOfRo{9>mO4`0z8zO^CQsim%hm)JD1}*oH*_0yUz`itB>k;=HfKKqo z79HOw2Lfb`9|O<(_#F7x9qF6S-&Nx;tV&6iKbjzYu{Y%^T!UBYwsH4HrspBkziqn9 z*DtLXZ1h4sq>_gPX)e3)J@DmmJV_~Aw@LK#_bso-j?$X>XYN0ams4=Go$WdqYU}98 zl_^nTXEwhX9+a&Wl@Oiu(~+tGi}>)4;4dOhSzlK;c+jjaOFU;v4xj&tZPGKj3gKPV zM`1Dq@N!xBneX>6+`390@@`BX$4Wn}wV=4=P1++=4A&y6S|Wvz|N=#3B^dH(dPEd80`e-ky5Ju*lGw2*CX4UX}fs&U&Gjo2XvCJ(74umvvl{Sqo z(=QyEcqc_Kr%sf(!#*ayRnR3Aq4*GBvYmN>%EnD*$}P%yq^zVt5gHbAs;zjwdQ+vi zR=ek|u;R>9T{D{SY_aETLPZCh4Kl9dfhwNa-!Jf!2_hAmX9Y0<)W;%n9M#GD-WdhTwPXlz03OFV^YfQYGb5Ur zl0)zEegO#y4?RK@4g=aU!HTY*G0W4v=9RL2WGmNH073Y7OnBS9K)CB4!P|IAJH5M_ z$##N)FnYy{c-6`r#=&J|abf%f@c?3HUCtp=5J?g@Mo6o+|>%FxxzcBWXPP)HX z#f;ar!WeW!RlPZ%Y=t!mw~BZBs`_+SKg$KvipAKYypObcgD2T|(`YJ_u3z zvgE$SoPgqnb~J45#Z$W41IVv*3hMgQLrwke^~K!Wgwh0MyBEI>4Hr-3H>$PAmv+d% z^Lk;Im&fp<%_xw^Rqp3Gog+OdA3;&Q*k1-qD9gM2eyj<#{61<%9P$vukSknEZlntw zRfqEi`UjXorMD(V4Je-@^)U$sTo_&xL$lUc!e+DhRYbyV9Mu1P_TIYku*T0$*~n@2 zQK`x{1dq_rUR=IhcQR@+x^b4Gzjv8Db4<5FTsVVODs?$ewXU(htXysDt#HO(aWO;C z@EbX)4#WPnr7^hj#(|%?qOGm6dEo>obDwb2M9472t}5PjRhvX>VvONskxa5C28p$4 z@9V3oa_pao4X9Myx-_&yo$AHK9_FDvSwUa;4`OK3d^b(TO!?3g#BrH{=2o- z?@+M`Vw2a_c4J!Q1(q15|S3fY|M{WJJy0>@vuzlI;> z_fC3kC+Xxjw~05$$j}&h=?KH^_wP8sUbSSRcs6NK`N^HO(OuTu*n?BB9FwaC(rr^T1h`pk{M0*=FkSSyvH29}(-X#+Q&-Z%BwQoQdch#;>@*>f}~d*-P1sd2~$c zbkcGACqc&{_}akTuG^L~p73B1rV_*M^TA!!)Gc?$&WvkXE#WLy5c3YsSy5MC55Evj z!+FY(_dJ={I+knZoS>maj-38dVXsrM!9yluIp~kWU-;kmGUd*#kgFe^3i*Jh*Wzbd;Gq=My2}kwXkzn-+ zAnzI-Dh@T$jJ~^mHy`>`dULNH(kY~k%7E}N>^V4R7V`e%Z>hi3xHP(F`A13yY;n>) z0sqh%6WrInefHK-U{DEAN;to;UI5Q2|CPXG*P1(GSU|U;H)-2YmACShTedDd-@T!M zI>>_YD`dvQ3E!`2pzU>FqH8oMg*pP?MjmSyoM#rl4x$VX-6n5zLC(tM$wfs2j6E0b zz%)Bd=GmN0_8Y69Ic}y*#c|02Dx$=0jX4k4hP!kNLxZ@UD+e?n$J`cH;+W&DqG+rt9;-HQ};<}<##H4-`n zwR<0_`B%2HSCF%(CY7NUCB^9A_NA?+pNiYwz92pMh%g?}WP#jWUVMuEOjN)fcAa81 zKZsZUIyrhB^Rg9)51Rc=CO2y4#cItdhjBsLIZDK?9|%B`&?#XK)lH z`-<59C0kImxw^5)zhG&B)DYFM)I7Zv5|t!m_neQ%I+)e*?kqhto6?&eLr}U<%GrUhk=wI!oJUT%)rQf?iTm!`(LVLVh!)^$IWyg4@ ze!&mL)hDC&pZ^`X8jx&iUVy`@uE3Pjtw8S~B#i%b*BI_gx8zFi-;(Fghwm7F@QWn5AZ9HM=l8Ej2F=bgz$xQeV70>n`fG)rHck@vHfpu6w;ym}F|LtYW zgkXOD+b`EPrQa0!qE%Hi%gaj(*`@AMSKK(UFM}C4hmvMEA!n-@7NBvPrRm7nTk_h1 zZ9+^UWnr{tNME}Xf+!x2iBvs1&1Ss8y(Y$${gAkuzb>x_Y-MPd{n9s}yn~C3FY18$ z@$`ugpsTZa`n5M3Zafe9<^ME^jhfZ;8Phpow$!$<{dkmgYMHJ5VDZz|zF<%N(>C6N z11~BYHmGKpbFPthL|wPm9mYG@J&0!})dq34C+2D1t!Q~SI1P&O_S^*_k!M%0t3i5qG#0t<#jH5iB2o4TnlG*xmirpL77{uCTbe0 zM_Ahgv$$5Jjw>Vo!XE_se8ZM;6Cg#6HnlzjG^!5Nb+&Z8Q!rcu{UkL!#I1gEsr|jx zeIur^r=>Z$t`eq{$=%%h{B^)sF!wDcC{VqSGPH;yi#?J47q8DFo};KAJ8s0A!`&VW zU}so-#6BkXQ`erCP~W!*$JN12yQOTU=c;{KSye~J%4Fd)vdVdZlNDPmVpiR75p>Qb z@VlNDc*YpxdD5h$3C;+&D^RJZkT@-^eQx=SL-3h+RXvsdQSQ-h)NI@Ewm?Jfk;GdT zi?^h-M!P49kQHKMiDgSI4L8VXtY3c*M9uIAuy0qe7sVKUq|bAeX3$p!7;eg$M`#FF zkEk0XyGn-?=5Hv-$u^-iLM{md#)y@vda24vYzUWd^}LrNOy&ge@$!%M>m4%ue2Dbganfs*|TcB$)jqvWSyla}3HB zDMHZjK?Bc7J!Ip)=J2SGRieU%2gNB@-Kw+@(fp{o+t*yUG>p=9{#Iq>Iv6>Vy7@CK z(=aD(Dz7RFb=;;e%z6*-QoQm9PVE9QoFK<--0!giQ5!@NUeP+N-w&z7=1rzG;IFJ0 z<~0Ndx{NTE&ArhkSEKeadt2h{6%)ddM<|CZDB%p@OB(n)%iV2;H-3k?;qfKI(d*tU zoc=d4d1IUtp`2cowMwaAIM?xTKx?`vnkSP1DCf|A)m|#l z27i!`B*d3DS<(u9%sM?2r|Eaeoag_ZvwCvLYG^ocj(~f=oGfm%zVpwVFQ0btoVLES zDlfGMn(XQyM_=rm!+Y8gt@ft5Su)WZbS$kBpuQD}+FU*vq_ct?0gesM(#v;yTn@)A zFUT2`1Mv~Xi0t@>3_Lf$&{wcZ3Ohm93+1*p5%zb2Dn12wa+bYvgK|Q>+nyoEStPtt zRL3hE#fHAzrNCNPX2tBW|4eG=29nfxI;QjK$E(LBK*&4yDfWs>-ZAixaV)|kkgv@| z!{$Y{?qeJB(o9xFS)`$*ys)RTAxZfW@7V0ro11HqzuD#J#&{o4rxg{sEGiyNDq&!( zvX8piG*mkJG)6M?_mrNOcZn_9Cd-?)W(mfRs+gdWD@D;9cNkkX<@Jqe;3RtFlGI2u znN3TgWZeBwIelJGal~IxvF}voS1oTT9C-G^3A+K4ROy^}_YEZPLjBpSFrck?sHb=u z1)YEv8^#r5Fk%6`BR=qXR^+W7G@3P&wHDPcFJ97OB!_XwHTau*okCPp{uw-TJEeJg zsoO^bNwyek_sc0rL%5T4-vXE+ou`}3OsN)9SX}RxWqsbB!Y|u_ce6BP7rmarNzo%xkXv!`93`EDZOD@mbo)+T`B%h7!7hgaZ5?%i`m+%+C$ zf?8Fqj$-Wb$M~>k&@`Pu78iyu`8a8~K#58oFQAVTZL-*T7g z&?elv`$+(6bcYCYlyf=5lJ;f|R&o=w@p=SFx9|n_o}v?VN-4YgT$A#UgB1I`vd6et zaktczpP}g(#rT6|_B#3Hjb2~Q6XMPH+XFL4zI^{Mrst~4D>v@7*I}qO7Tat0DgA$X zd&{t@wk~WKB&3nm}87N?h$J*_Kc7gSM_z}9ey>-|0OQuXage{StG9eNGq!^{b7bzn&_1;iLoQ zgn>-^teDst`ZATsi#s(X??$e!Di4m%Xg^h~K?IH~l6areDQGBKk{>23TqLv4mzI3b z6;tUbq8ex%(WaeJVEU`9l&Wk_Ye(D;tzmT0;!P))5qqbB$a318fTOP9%#i3zUjHxA zw{j%c-!(fhxk}hP)YNNB8tQup8i{_u(7jG?QX_|H4r6>DXCO8roc`m?Nrpp0#xr`! zH#T{F;moQb!SW-=;(8IEJTeF`P}z9c-MeFwl1lcgT7gpO{Je1F(QOCIege88wa-Yw zyjzuqw}1AZP_QDHT&-9?Dl!3Ym@!J> zP+Cm45GFEi8d@=(i*#Ob(7i6UC}e-mgY{$%4xVe zI$^1aNJ}h~xyePu)z?vK!0rZf-Ce%vlrKAX_NQNi{WKeY8r2{gTl#u$d~(6w9e9*KceQ8Yt*P zJc+I*TO~aXl|1u=flaJ}7@Fduz$k9#s!1haVm{?e`XQKNTlYcX6J;~Gq$6Ja6<8)L zO&d{uy|j@Yy1dk!!l!U)dqY*6^vjj^$b`iUumyS-h zy_{%Yz?a`{x>rHX=Ko8ty=EY?Nlh5`tFb|1hZgeV(vQi!-s~JHc4ef`Z5}Z4?YN;0 zhA57qi}JpvNIfJk=dSpiH#%Zb<8wkT{f9(GQ>OT{nm_M&ss5;(wAKhU>#(=bPLUu! zJD#+-f^p;!)R#T)CX`weq)}zlSD&L^&gT<8Gl&{4m$JB4CU0fsVx_E-LPzH@L9|+?JX4TbdA{UQKinWMI$^l zY^j5_K^fEL>P>UER>}r$+J8e?fqM{})gyNcqLx~PF4A9+rZN~Dq^=&x_~slD^I&sY zJZ1fQi%qnk(HmQ{;vX7Mv)?(|il3Ku$E3saJFV#7j20gF*GpJFH=T;adFm!(x zteM;8WARgBw<3wOGH6LtfI*_rh7eOMzwOh)hs0Z@P0}B{oNj_a1|&`YYNOJnnYZN3OW)E{A*rBYjAc%Y0|9)!h{WNpBUuuEZ?N zPMpcux*pBm6)61Bwpp62WCtasT`K}-LG(_@Zd@l53Y{6G-XG)Z&P!>8wCvl-ov~}IAw4LJHFDS?%2VbP$(2zg- zSw=%Wt_`daTyt1Qr3Qir|D>L4%IE1j2$|my=RPk~w8XpYM|#OqBa>|*fXaFa)54d{ z-Z8`bkdKW@=_cpN-m(KS`69W*I}+#K2AR0;U)<wxr$00E zF`J8Yc6`}oH5T?={?Qh{oebFh1RDFcyj5#M&2r|ljfgxFI^lr;amy(}i!W{#b z^V#<=_Z!5?&Gak5IO2Pu$%hddvWTpdB3-_>TJ-0NN;LS0K&z9*PgqUkdoN!qx0`aj z@K`!4S-sScUOGiEGhDPHJGn*yGt_fNgEud(44Q0!5|dElpBndr@t2l#sEJdCy}A}@ z;3Rk^GB5Q3Z)$c`Ro~-!Mg^g(#>Flb_v4+w3Tj%VcM54#Bn$f&UmCuJXc#9{Kj7Oo zy^wjkL1R*Z4Mr%$Fks7uJ8&E2CX<%Nmq_)5XHkmCkmU8zZ*N`kij>`bNoum|<*HbcUp~L&P$xz>%Nr^3EHnh7{%+-&zvf)#PnLk>h8V6HF=aOdIEPehx_>k$}hF%!vA6K2eEgR1>4z&-6j{86Vww$QoZ|EN~Yk>!+EkmI)JD81wO2 z5|!mcn&=3J-xDD<(NGfaeKNzI_ePX7v&kNG62lts!ozOiT%WEQrP?PINTS6p;@x{| zeLV)B&F?$HBwwi}$|4OqoZ0;gUPgj@6;xa3R$R|0oFE_queE93V7S+ExYN6!Z^w2% zM{LfG6n_4e6X9m9C(WAAb${lfm}2s3Tl`e_+s}1lNNZ6~$EzCJJGu%n1W7wy@O&tvneo1fB5T^xMey~rqzV#6ESPU_FUWdgxL6D-`c zT2Wz(VIi?zm6{6o`^Fu<(xgz$^R3jq954Y5$NFeR!Y>QI)QU^_OR;RWHqA# zm$r#RLBZyeDYt4*$o%1K>%<{5Tc1<7cIrMKqYARWm+o5X^gyLp{*My+H0 z%#3YE9^nj0ht8Re_3$H)j$_`ro19*!R9*!{u${`(tOW1Xedf7o!X^qYbHYI6Tnf6K?Pj0=~3Q*KthQaZEp# ze|F|Q;lB0c2N$LzTQl0~^#M;6xCF+P&n@k#i^jg;zG0xE!PXP4akS6grw~KF%ZZ}; z0xZohfIQd9;I89Tj0{D0YCr#r;u7Iuf4U_ zewCJ;wbt1f1ZVYvL32yT=oywn@n2@hIcQ_mb1HIwk-RIi~39(YfO`GJrv zd=$$}`X*m4@o`?%wc%Vr0=*l{YnKy(&Y{`qa;_<<-qV97nK_;DK2N~%ts{oryJ%w6 zwUzj3S&EJveP-9&3O^w~A%O~K#TiV@jiZ4EwL&=WS=~03rgP`BCMGL!&~*^?EY1R4ru|I%TvXyjC4{!_59R=j#*9h10RI zu~z>5TbDK@gR}h9L>+X*M$BxgvQ2ME6H~raQd2=jm++Jy%?h< z*VN9O`ksK6xa7vP%($V_lgI2^KK{;(f1!rW8yV9~bQ1m?nl3U@d?OHZDl;3roL{B; zz~42yjIEU5BU9k+{;AXT^;g%;F!hC^n{m=tf_g|xOM5x*P~@n>$wN(t68EIUZBG*RdAD ztwxbyRcsY89&1)O{`E(1Z`RH2F3K++@0j3MKKkb5m+V?VsS5fx+gYrF6syZmt)E{# zL*w{<|JvguIT`Ro`f+|e%Xz*d-Nt*Yml{&VnV^QzT8j zD!?}@S0O7W_x;H7{gM3p?bh$RnAaA*Z;mexow}cH%bd=l&%Rt+WVyH2)p{aGl=0oH zNIpVxE>>HpRvhv32av~vOy*}P}xqc;_s zI}2n7ml14SnMBlt6Xb>-@`0Kby(0I zHG97JPG*5YmcDQ!4LZ^wca0(C%%mUd{duEWj;P}r0ZnK*r@tmSyWN)j=?6czC8hU+ zq!=ZY&4RF2cBLW$O_4bE3v^GVTqEeTh=zE{TOt(C+Ukj9v)MdQlU84kT2S~EVW3EW zah29|6*;425UEJVCP~12dzul`6-cc*7gbRcrZXXO|NFEMc}&;$vQWaE%M^5xF^CD% zjr&I{fk%P9#)T4%{Nk74iSnEJA<_aMdd5K7Y{lY>#JA7+5|Do?AdFSC1tGi~mG8B` zlH?xtc=e!auuw(+`RExhZl!Q9m|XaSTju90rfjY(U4k66vByjR>gB*h=EAHV~;&i4-GM2u`!cJo&j#gtrLDMPIa(bezQADSUMfluM&_ zhO50{^74h-K{C4$I}}l?1pb))ZZ*PmU5B!eGSw`$g>!8>1#*|v^Tef+c+NR%Gz7@< zFRFVAm3XovthIjZtcB<+akG7Ys`4!zUbDH$UTH+x+AcCz z-ZAQFzJR5tKi$nm-x1@+G(Rt9a0eA-mce6ozx}eyesmWPPwdX`3#SfW)}nP9mmVvq z7e@vMI@EX0%`v{@Q#|hE#%z&JcC>w-y=6nNQsJV=P+nXd(M@<$i}x4T69#Dch$7UIIMq}YRSm54HLWxW&lNf|DS8p*67R)3mSak;blpC-C+u_N ziP_}47eB?hXD$No?L-;onwJq zpjr8xNYNf~%lj5fBURXq_ff>KuT!lD6fvqUU*qH6#1<=ysinqw-Z=#23vb!%{_;|t zc_o^%RBA9BWUSOA(NP%Kv8|IE_*7WyJ^48>FObIrQuoTpyIJ{P|k#&!4X zyev6t-~hgE%Xn08TleGIz4h9H94nBKLC!p9gMX{w)xc*_y{DBXVMP<;T@C%*H}2eQ zRtak%1-_}KR);ib?KlKONdJ^4F7)WVek#q7jYspX$<2b!6xQRcLUK}qiBXkb>MvSq zrS6e&nqNj<8TKVRA~nB=&iCLgzE|U!J1XQ zj^51?Fj9E6W0xyh*s=*zlhi$Ak^jjKW3(?4Ad`2U`1LE%cN}LbBhR~Sg!vx*oH?0) zw{sNvoZtVsiRge~jOS&Z^fDhWq1nv3%MA0r(=vlYDL<~b&ZqHnCV&T}KQGg#kB~eO zBo9>v4xLlK1w0h`+&4W;s2YBiY>F7u-g7?xJKLl!87U)IkKJ{*s~E~+@)1KH2)~GH zF~Rb8-vWy8C``L@bIs)mi7#a}XwID#y-Tv5v+uG8KW^6YaXL2@jz{)Ai%?2<%i4lr z={k=0kX6twH!?e?sC_1Gi(qSJe>g3INQJL(uUdpPgWe*ruX(;pxHPw%}nAwe>Vr!KOU8l^Bn9hJQpcZ+3&^tHl?u{*Arl@s^WA7u zf;*K=hk`p+F68vtemvM!Y|pGUkL>$%=+CpS_ny5=c~n_UFHe+afk`!j`Gnllis|Y1 zg~+`j6PE20zU=hX^|dMEID{yl&RV94{Kk=80nMo2E{Vbe*^-os`*LrtOuc^)y;~M+ z+xag2eR6dz8`?WBc=DT%!TuJPlOXueY3gAt&qunEFOEONSJ)~jzmIH-iJw-BD!h+z zyU=uG<}s!%pSb6k^}`&K4<4iSFYam{FK7Q5^DITOOXUFv+}!nmn#X(ilXjvBGh!rh zcb@fiGRkh&mhQ%RNNeSGi&R4{rdR&713P!(S94zI~qPx z$4AY`klS2I>T0T0%F#_?pFG=w`^s-)#2c)QH|AQ_$|!wwPehUz94zi^j&T=VuMd4Y z9Hs@%2Gi%hk~0}sp}n>}HJ|)r92etpKnZCXR)gL`sK9m z`F~Yrcr&2P_mCxueN=$va(GV!Q67c>_Mx4v=5%a)wucuIC&)NC1#%GJd|h|HI2``- z{AkJj@YnU6;cKZ$WKTd!AOlMKe#g5LzQdZwuWmXam+z2O@@--Ar5~90zI|F&<-)BH zVi-XBgpaqNQ`hEr@otW`{F(1fIc=Sod+#n*E0EDMrkAVihf+#hdHKrD`pUR-)OV<0 zWsd0O#QGg5Nw%`@kfpYHz|_0kT+g3%Z*$QHyy<~AEGishf7SmieSDDpiDM{eBV9!j zyrp1pL-B20S3}T|C}w$h%hezx1UkQ%!`x{8bT`aQS}wQ7etbb@Xs=5%TBOhN74_bh zwl%MR0aKnDrRUYk4Re!)TVq#pmMB683bSmM+)yGf03?4zzv#+#j+hLgMclFOW*rhC5qMn&C z6?-F=I+tk0E_=HeEhrY87iRvxPjCC))l_)*D~Sm^H-+ih#sJ53lUX8x3FPc^7Mj>% z%_^ymy0%$w!wDx)992};>41)=o|x;QXZOo9Zw={p8_vy zhcnZlbM>}oFzkl%uUd{0%-6|JY77U{Uj|ZVbB5N{^7D)b8bi{Lt!~f`Z>~9Xul73z z-l)-9sA){$Z0`5P6zsluNp?42Z>5n)u*!P^{HFAg@I0u-s9|J$+lh+UqLP>TAtQddOB7nSvg_p|IY^w09RXVq>#+t6Q$gH>Hu#oWz(*I|SPtjx!Rip40xFlw=Cf-rJe)Ejlxj8Q z6UKS+Wcu(I(~qeR<1&)qZ1Y$v5#yWXd*+?o^V6UEmMzu7+U~r8=N>}HqNt=NP7d3` zhrYM!XXVknM9F^UlY(>5v_dMQK zDMaMh2H)(3-i|(sn!9$C9L*n3?M$*-jS z$flkR##~dU=dgCh`THv|O%AJrMNzl;+FziTZF!f*4s19v=9tgJ9!SljKu%^mvM1ro zS3e1yToo{%0gKy&FpN0e{LUHn)*!K{f29U;eKntjT=io_`0D_J39G)n)nLnoJM8+` zUfsNw*K+(!|K1%D*@@#whS48R=8?9cmdZ8uXER@4J9|G6oS+Afww!p#u*l+nje3qL zK?32G43-Oe=Zz6GQCQE@(bM-|8#O;{5nN->7*v^D z;V{q%mxKJEy>K8^w0e5s;JZjrA3I4oZ2Mwd%sXwB9B|5QOzfTU_!Fd&xSM3eg{kA@FNL}JE(}boYzGYD)LQ^kF zKknlWt|}@D4(^C>8@Jse$Wm&kcuIIPfOe>4A)CynC-<$ljDK58hTbvd@@+dur<&j? zJ-(XS!dGrVg!a@nrs_8w_eBZ6y>VwuFOg)#{D_O(pnJVq3YL^zheXg9% zGbs4r{Nl!J_CmnPtFJ{-bW-fQt5WVf`uFEY_X9OAihe%kmH3wZ)u3l9F?JaE*e|e6 z+x)Zj)eW6r8pB1;S?^kg#q5*Xy@`MB7(LWA80q+-&+;0xJZ2*L`J{(E%^m%Ew9o7I z+tQinTaW2;no0$qW@#etj!d2i)Q0UH#0N?R{^XD4+5SCQK)w zYnUY0V_@vdudw$lq(oiyR&AXmJ(;o&Xo(k0m_2ELCoGhbdtT)10Q-dfDiAp6?dv)nA`VCcHj=sq94VeqQp`lKd!yKUb8(`rsmYiBu9i zMX2_zzU*Mb{`8*V%U2Mmd!jpU_<9eXX>~K{J-K_F@TNdI55v);{;l3A-6oHKywNQ= zM(Wy0;M)W@K0ljn=Zc2{_vb)XsI#9bg}8bA%tGcy1>+47oMF+CZF_EPJq!eCx4BM` zwWc}CB22)M_9SfWbl1<4`9d*YB3aRbPhNa%B7oJ=5fDcaZ07~>6*`-q%UeM(>W$>m zgm&2EYJ<*2xL_teHNC197TNe#E}%D)!KF4O{j)7b(YB$EN;*61PMC)@-0Fh%OU&Hrc5s>|ku=x&8s2+UOlJi$=_yFin@mrG1*` z$5&K>qR=S;8al(P2NMWQ#- z8Qz9p8Dl|)R$p;8fK8RU8tmS`)+l#VJYlF7b13bZE|g7tjTkN9^ZF6P$tSvFLyG6Y z*W!uC&jukqCBP>hn0eag>NL)(;Jf@GMt&AAGG2e9G!4oN*paiCPpAs5V3lM{3*zRL zyly~nN0p(R5VIhlz)2K0PNvA}cGdrC;VZ$T*5KX>mzT?%4~EBmX)FfPh>nk4S#MFts|T29-+@<+R9c1Br5^?G#P-T^OHp^EDoOpYJ$V?w``I+FRzm z2g}RQkGiO%9mAyN^peqwil&*srli|N3ZCgm-E_aqG4>M$Ma0P`@>60M==(An}^ z>EFuYK56}YsAgFi_Do>ba%(_+N!qCOvAOsP(Uqz$DvOej&@|fbv^+O%M$Ci>$Yb&ZeCi}FbmmLE0k0+|~-uUi|tNQqlvOTzoQoD%%|k^@%oPbJa=Q--=5 zx3e~{Tpa2sa0X5CztF~*34iz$nm+N_y=+m;XD!8DO=99xz8uo{;1`=-+Eik1U97*@ zC9Qz7vuS#3zxsNNgI&wWmrA5udze2MJi6CSKiU_&CN^I4xLt>*@VdNE0b^LwMB-j3 zQ4iDF^HW0K?@F-04xm7Svx2UYY7qhFJp4Hp;_FpXmW#k8G>bTsRGb(JMnRiknWV&o zYF-Xb(t19?_uSY!`pE0J*!y_;dOG=a)$rli13q`}zyg`cO-A2x=L-v8kzuVriR#%t*880h2TaqT~RSpQ=5 zn-I(BKhyt+C~%JyuI%Y!t52ze+2nGH|z2}QdSx;$Ow#*hQOp@2r&>i z%l{s!IPO^OJ<=or6-5vdq=<$~fM949378TXCZULcsY<|=(GXQA9E1eJAz9YR73;+B>51wjh(NRq4K&R}2g@|{om{@R z?xzGyhm;@JR=|#HXOCWf>-`X1<68jD-#*GM2q`cxQQNI`95Oim!VY&8{}R#lqy5Th z&3Ij1|L#Fu-L@S0rD@`NMxkK0LLMXz7m=8Z$tpxfOohHY0 zdx~;`3qf;nU1>SCrnYmnF^cvS%Ia}fMneG}Zib<>vd?^&;@{PGnX5yW-l*NtU`G$xXHhDyM!0?mrk8dzLeb}E$ z`I1{sxm~qs+TQggey)z_W(PIC^G7u?JT#KOoM%tJ z7@qn$%wMa0W1S);E?-pl`EyroIrB}9s|Q?{w$%H(3PM;;zFHkTcbVs@&BEj@I64v; zmPoXTetxVpKA`lvLCJNzXF+NGGUaX`%T;l8zRHX{cdiVPWQ-36IQd_~xS2e%9u8qQ zv3>m`eGoY6s(k)NjGE(6!=7u5|KM)Ezp+v4U8?r8_={@5Z22o)4!?W0sec z21u7?%3?}09UTU4Wt!z#JIfWvaL2S&Z>rmRvE@S=*=~v? zh17xCpeYjC&f#q_@$yq2F;YzVPcWBXi^-t>@j2Wnq4z&PMzr zw1sNBE2ArMY3EDn@bCnhT{i=gX^CbtFtIQ-$=ZG zKG>XZ0#2BBsa2}{LUDb%u*!IRFRClkk>^pPbot0ec-MrEeoE+-BXtZVm!!D6VNJ@T z>qEU)o?7x}L{zyRLA0){gIenB+4w61L`wq4hv9kw&s?+EVl0QQTp6!7v_)Qi9^(0` zb2dhIJj?bVsbELpWDp{9>+*3r0@Fh`1x^-xr# z!t40H7IR2*NQ}^2uNQ3WLQJx+j}pq*n7hZW*HZ@c=uWadFM{s%a8GjO)v=`X z=}*#z*z*`!AuQ`J(kQU_^+%w{K6;VSsL}59*rFI)M>vj0&xVa+Xw?_II3oyA)ZJdP zDV_Bw8X|9c(s^R4zIYUqusxY>r(SM~FNpKnJXLP|V=y^`H}`NaSyB&cZmK?OGC6Ca zH*0Fky{HS#1T1zC$xhXK35nipWwz3iz3#6%v|n{CHIo|8Ygt4DH?ybC>(7L{d2`kD zOEd$=6FSXAn0s?zJo@FD83N}$WWz(ec{cj_gU->;+sXpAq)%NWmyIglge@-zR*)STOGv8X>jC#5^zj zD~@NAtF8ZZ6MD1LPW-|H`dg(3Tl?sZF6aL@3DxwL%M0S8JMt@Mm>IvAD_0L@k{q7a(G0>m8qnMHv?Cl+Z*WHIR z460v?bN=v7VCe;B1Lqiywy#(-O8vP6WCU~e#j#ZWPv9YtB;ms=+|Hw zxw7^qo~VLKFr)1n4m%>sm9?p#-iZdLq;0Xgp!z5i<*^;OLi9^$#kpU7@Fk)@B#TS*QsA84w zTe-f2c*ce`F7R}R?v=B>pE!0W{+Oh1z=Ifyoy)##-e3Bb^CK`W4=6D3%RNSvc&I$C z_4UD{EC7$L#e`prBr#Vz22IGt?BG=iSM+$?Z2Z?E{p)EaYCb(EGCpq7OddHWQ-aPe z1WzbKt5VA*$s|V4a1_GLY?YsMmQ50K*i*WvydEJmx4ra4HN-tRV3PcUt+{&?S3OZ< z|EHBC%X%4UJEUKi)g)1f-Nm)2u=U}P zNIFNx8N=^QmC^@bvBXQB)Sfq`pEoz$(2GyE>m_UCJ1}Fp9jk8l6pHBDf;d%wFzW0V zJ7P6ESeZS$kPTIz9cQ0CM97X_vLmLM*wBlvY{70O`8nup)&k@=Al)sJTbenIZMbWC zt~8Us$IO{o#D4Q8^61HHW^0J~_7YSKg6wC_}FXG>Ck$&ns3Znf!XBnE5x=ASC^W}i5 zV9qc!qPCvQdO<8Sif2VBj9;C-(wrEefW=)o@ zADKCTL>b_K&ny;u)Ad4HDgjS(9c?GGb^vt&*jP|yT5&#AANK3oD zV!b0(%o?ABMLXc1ads-;1OQhEH4gp+EPPeK^lWTNeE@ROM*GOD1q9du1*p_6@Q03K znnkP}Kw1FK`mk8hAH*UFJJ|q0()+Y;12!2DS60h-XO(d*M*pA?3*m#}47y&dF^XBQ zByOrEmh=LUwNU{-0yOpjAp4uxQHxwSO#IOG>ewH>t@IYm=Vww8y4aL&ntnG{pe`V0dH_gGrt2Lr9Rop3?sxP`D5!v+v9VQYPhoz%`@uGPw6tl& zQ>s%>epN|gOoi#H0@qkyLPhK|6Us_Erm7@(o%Gf2Z0GPp6CSq`I(9p`szm=0Mx7B> z4tpY)I@CQb(>Wq}guS{>YELo5J>qpeTce8k6X5ua*y=jU#$LoqI9HuqWB2eRxs09X z+O3pHrjSC00QGBYF>)Ah$>GjU6v2`GMF5s7ksB+wqDE+A3x#hKB5%y=?Wpo_-dgk` zrcuWLs00)AFR*eZ8-mFC?Rj;3Y;wcTqu7M!-Kn}CvL-;iq;ZP51U!vd0%j{BXyeB#mq#AfmwV(9NS(blKs>` zwp|RK&g;CmWxPf4spFeT9PK8}r#|x_p6~OPp(&|bbn-pdfE+nz z9vUOHMFM=3^4`QK&g_9fV($UZ%^unVl8cJ~FlRT#GUsT;d%x#b_y}*(p7dGEUtOJr z{Q9Oy2>ASIF_2rZJ|D^E4WMhQ*n70O!fZ#%fMqIKLv^^=TYuEq9-9x~Nx8t?pwT{O z3nSPx>mTA|{TJADNP3{5*dvjE0gxaQCt}4Yg}wiqH}*aZUJQirzn3Bw$7bQbE(c8g zpjh60s_P|tqxBVr#NzBg3S?J9mfQkd&h*d9eE`gFrQIGdjRtb(F(Bq&F~JY|S4;rX z{WA?q3^o%#1hB3OB=zPvy9bg60I!8!6K?xpnB)e0VVM6A5K%;p58wtQGAz)OftW#! z4GnR20suJKfPe#33;HiAY{x(gT*-+DHO7)4>?I>mJoF|4-wIfap=+zq77$Bd=}f|g zBY+rN1F*A1U{Wm90TW@P)sEC45T2TU=eYJb^JqjQTWd04UI14>kbp@(1A>Ie)n)Ir z(*G(o!{?#jP3E)%gf29&E|4Ap&L(5OBjkzdBA)@>LlLVn(A|Yq>j$!tY^te`fDOSo zo-zK?K4r>me9aZ}cF6JJVdrk0q$_`glFnFHLPZpl9?NbW`_-;N6Ou|hovIYL9uIXL z&4iLNtZRCb@Iwijy@Wj5E)1sZ<{r-M98Wz;kz>#Ao}^QE0ii789)WO9l&EKF?4EE= zrI{rCV5h#8Yzb7TUBfGJAM0fHy7E_|RoE4f4{(P5mV{Swb6w|-kjP@q>Pu0NALA!hW$nPnZ)PbwE10F z$6rylbl7M=y7 z7qR;Q^t#IrSPSNS#k-6T&R8$Fg{FSr#89{O(#EW4iQY9$(rUQb_2z)&Qav%YMoqzN zp2gOvAGWV7>`7$?>j8Dv7Gh zPx;g6zGG9%pER|_=kbRai!z|N1&Y!aapn&swJ-p$1yvdBZEUfdz;YoqL;bWEC=ao$ z|DbLLn@uZh9X8vgYF%6bmp2h|@n^XzISEm$w(>a!W`|-u)B%Jo7qMw9Ee%LiSZ3IQ zFulZE|HXhmHc?@hBIS<)uweEl$*HJefMS}iuEG;Y3;>W6)EBY!;(!enw7oz^Kfp#0 z?4=Lj-)le?X~W*dRsh(15AgbP31OX2^iiDww3>DH9s}gSR<24|Eo?N z9mCGWE<^>?xWDIO{!|lPzsuM*5i36^1Sm9jRQ_gt_nXF6aa~%cvprU(kHAch67SLW zI6G06QfwAZ1|pCdw!FO#L?FHrS8TP4<;f-vZTfm%Q3go8ZDat}r~j&df%?D*vT~~s zVhkkL13paXQlj7Zo3>vve6=oCLSEySI<+cdrz_&kDiWnl2*rxeU+sPbw2C(VRq>=I zM7#CO6Y30AQEDa}$@M^|2sDOQCkbAUaB>urm=(hjeL|CrIkrGix?acBsKW6?RmMGv z2Iv&)B?3D3R-!-FL4i&Y=qu~Q0@PXj`m81~L?J**OdV{BUyIV}7bTQo{pfY>*@A+f zIxS~pK5Jz62uEx&%i)~Yj=J?uHyw&y-IgGw2aMt-@)l3&=FN>}@IFJj=%C#N%1tl? zF_zDZ=f=PDCcR}(Jls2lI?E4cFY)3Y?q}8R2ukWjY4^l56BvTnjOXYrk`h5o??4!$ zENru={i>JqRhPR($_HX}W-@3SY{y%dAb`c}UTqcF^r zEZ_UF^)&n0(wEC)HAu!KiE`z!4aDP-))!6B_EvtBz+6)=c#hPzI!m^h>*h@?$^G)5 zJ~k=oJ0(;?ird~fAH|eq(MU>83qvBPDL{XIATUstUn8k528Q7MJ;Lkp*F7*21%=>` zp@8Rj*q?vUp`j?;F%%dI#T$cy@af=i*l#+_KNzBraNq#qe=mYUL(sTmXfP6Z!uW4G zG!%pj7Fn{kS1cF3@a5aX4 zV0cnP@l6dp3l2v8 zdl6s_I1Glz4~~GrFt`iDQE*(RfgqtMy!}KXQFsi|P&_|^ppkgU0gMX$kARr}zzzyL z!pB`03I>kv#t{$-;1hR`p@6ON=0Xs7TL*=pAUKxBfPn2p;A#SeLh!sF3jE+q2Ij(W z_7m6+C}3Ayp`i#o3qqkN7?>A}zkdW3C=`vi?@$;RgzH>T7zBdr3s4yFAMV01;EZ&< zF~onZfcY!xL1Aco^TWXiTba-6amJACkBduqVN_$0330p1}un2 zhXkSUv_nErc$PupqX~*cf&r)gZU4Vx02B$tQQU=5V7#~hY#m-qhoTTzhX3A96bg*z zm}t;H6v6ySNKhcA<4KK%;^7^NhU4!i8i{W$G#YP9V8FV#0>S|Q$1^_+3}h0nquU!YaT5Kp^~2IrO(LAi+Sj{7=H)bcp{!hlV1uY&u8< zF@X2rPJsL))BKfafbfjxp-3S4<1Gf{U|hH$p>Vul1=J>g0@FV|83_abBgX#0E)pm@ z@D>5;i+`B|t0fGD=Zr`=7~i~bAQ=Bc;oqK&1ad#FQviO9mn={~vcO#!1tbex2%&&v z@y|s7`9MJAgy8xF3Jt^HX@WunF#m^yepal9i zKVS_0*BbxzWMB}1o0owxB(8SA7z%~Y5Dmu>8VJNd`+&1Bu)+Vf0$_hI5Q=fl1&jd^ z0(UYTuMh--5rBHQbO@lb#2dq_`GC0yI0k1=fI$>)t_B081Po_Cfid7E65K_QFkC+Z z=DS$^n0OGJs`(9EZyg1;Gt}039C2fiVQ$mVi-!d*Sj!gK+3DfceottAIxc z!%dk09pbO>_h07%qf!6vOtBsa0^=5?z!(&_GzZ4u5Cl#q0}LXexKaZhCvHgv)H--& z7SP0_adR~o21288tqRn_e^*8S>12Rj6^h#uWBXS;L;&#!w@(A;&}dxm2O>M3_rqX# zWflf_r3f$F0%IuLxB!O1fuav*n_zH!Cj`bTUBahS#-VyE)vZ z02qV+s~`XZ4lstq4Y$A;Pzd4*4P>dm75S@^0rJ-WFh3BNaUBx|bg(!f7?}G%%#Q*# z8Fyh6UPlZTh5ZjW!B9Xy{qM>q090BVq%VoHgtxI&2;lL|-!Uxe*?x)KqUR0bpH+_5TJR6<17MH z5fI#302o8!#&w{%2lCOsw+a};dk%nYl>htW<1eQJ27z#cGZ_I!;}()o0HC;@4fKt8 zy&4n+JPg6HAPfY>It(_6|E(~L4TON>77{RE435mY9decvcy|%;f8mwHf4-3@Z^`@T zT|`?SzaSq+z>|U63s94qLQqgOOFZ=K`TsXUNa^`F2Jrq_`}g~qhJM$1f182}i7Oxi N3(kS3q6LVtQwkDd`w#|vP9U(7i&t%-SI^{L|rnCal@$7g6SWUS+)IPtb6htVN?yMbKSZ75&3?K*> zUuET`TWjOR@+%Ba78@Jt?@$8{!mz#h4k z7I>RDIA=V0Xw9N#%2NM2PjOAF=;i_98xv~1bM$0h7uV|hgXLQULtX|0B&cz}M2b%u z;6x^ypa?Qh|9IAY%sN|l{jgRk_4$Kc3o^RKrQ9w>KA-1a8i>{ zq7oE0>hODPfL9$J;qpgo72p6NJ}>QN1i#~{DGbvwPA^uhJx~J=%pVAodWKDbg>NH{ zBqfq0^7j&kdZM2D=8=p;)aMzY`Ryzu~xgMi;rTM7UpFpskIur0lkqu5^4^hsx-$^X-d(NeSf&!Fr{oRSClBn z@2vD*#p#pbViVhDF32tc*IU-1-!C1Y<>xW&oC$rjrbZUZyM|ewWVb*|f0px~_uYjr zU+W-*qsf;ro|5y08vqceznsXaNnr6U5&yf$G&B6AswW>`3X=Jne0x3bMj41k4Y8fWa|i2^9B(h4dsZx}5(*Td;L0CdYLQc=uC-6z9{4}DWa_e)!2RC7% zeyjxs`que&3L|~-ikd=7xuM=r{9G$Cb$5`wDP2L?WUb0QU*ON`Qun%6qjdJvVfFAm zf{010OCj1mhtcXmAkTAC=mwu+g-eN(>Y+Ti+~bV>4cnz#L912QIy|Jlpz zPn6cZs$&mh0@KjHla|i)ORtPKMYl!6a;O3_Jt$;~x@7@XvJ5|58s|NlW zfhAXV)@RgDRQE^ZSSJ;DlIcX*OmK31R*(?B4uTCL5Su` z&Lm=SpTdm;tq=&2hu3}9Yeaf~Q?*2?JlvpQ)}>xeE)NyGqm$43xUMouvBSiI+QiQE zqynlOd!S_=N%@GysegNBLlhfTeT$ZX+j4-u>xbQl_af8Qh?0*C=b_t^GbUfVwGb^@ z!xW)}q(|?_fbLl>um>-#f0kkA(> z4Y@WscW_1+poh`8qlT4}!AFGn#m@k+i|TRqUs%o|m@d)~Po z0+aciaI~>Z&R?TyZ`R@5@Cvipm?32j7p8xX%Z;7{_B)v8KjT40&ot zIM`Uj8n-Vtcc$zsqnHaCPj2m&-Kg_cY&}$31Dbd)a+if|=iYT24$f^k%KBKY0MlEJ z80cb=o7^mNns;0@c?gau8&wEjiN?ZIXPq9}bOy1+4%xvr>2&<_I83oFiV7Bv!pE+j z$fz~l9v1Er-jO4Z+DRo0W4zS$pq(ey7~7RfWQ;%c!^_ zsUVp}4w={=h#e`x?F%+ia#t=yt=yd`&DmdpwqF%$`Q@Vp;4%;1(;u0#PydZC|KbMA#V@f6b<=v@ z0*TcWXeP-2$AKlYsj31+?zev?B1BUHD-0TdK0=Ct zD(Kz4H9&h!0G1E_4`D0Zt6B>DM4vwlq9_O*NM)cKk${ucp273@{$o#gggXHdlFD6X zjc~gu=^mwJ`SjLScl{X}s!NIvrUPXl1ClbSOq6`yg!wX>IbIZFLFe}&v_D6njUfMI z=SX{qpguRaQ0H7R76YKyc>j_3$38E}Rh4g`QxQo4vf9Lt#;-i(LMj_xZ%E8D%SNB} zYP4%KMrQl`7R!M=5c9u3U}6_gi2&4X^q)LFLBDkryd!_s4p0zE+k(!6UZebTqv>A7 ziT>ujWQyMFh!BhTk1v@EdL|vGrpL|@6eGtDCa|*v>RCrPW1eM3&Q;ZCi6CeFXUC8t zDDAp8Yssk@Y=qr_>_51wpAK7#85;wjxvD|u{v)O&2>Q9Y&kf-Z^+?eLqZ(P{)IunvU z966eq98Q7Y6v=&6B*g^;X-Qmq`A^56?(- z(~3WZXlo>2t0t1&e|)!V*&IkjjYR*T49$*e5S9gAe0X2w>lqaV#&#Q3M0TbS{Dpon zVJb9u7G$XUq&t?bRU;+yy7Eqrgwx%sPFInc_CkoX{v92o>BV!byaTY|J09$l$VI?} zTNCv?AW1Tzk|B#@%AsBDCK2i|+cRYIRZxvn5B6#k_3tXeSBJySD~@^?7DLk)DTX9o zMG)VZl6OCul}Gar&z%ioqOQla8_VzPt`9kvhEo;SoIP63IuaGA@d+@h4XWgLk6jcp z*nnkk9{yaBaYiY_qPLejW)?^So!nL2;NmSkFY z?%W`zk?NFPlRWu@ZZ$_^cPhhUje+hyonS!-8}ZV47Ih(&%&uIu`cGA>U`~^j+og+7XbB8?#VS?LJY;+@}}z@ zHJWnlNASWFjZqardZ7HGaK)phUp>q?2~|X`@P{1k!a(!AAGIHKEj_=D^w+|-ACzBj zi?BhiAV%OuffLucDM6ojQZf;6B~-t{wu9$qlq7$v5L~$=ji!lu(2Y6NgGAI`gHgf# z2X1vYa@RB9lc<+e06-pmH^BerqczdEtYTdLNLnX4lTnjlQ4`$U&+LEH2G8FqD1Eu2 z$o4}h;Q!Z0tMkIdF^yc(*HUTO0ablDjRDU8NVEmy(oZksM@O4IV{E(oZN3Ljgg+%hav`Q*SHA~%u+P;T7z9T{ zlHrrUEOS_op*Ro_aZe&$<=f=0yN1c@^eg<2+aniu#1BN@YQ`5#-NUFaAw?Br2jzRr0zo} zR=;jOn!~i~s4Cue0T=el^5aOmK4`5Z&ber~=*$l+D2~w9J{wXIXKs=%HlevUZ`Jr7 z>=4d9>!OJKNNvW`XsU%34C8MiEvt(z{_dw%$G8}n=+G5aUsr%Qjq9<%$UZxOyQ;-o zv?{#-oUkdsTWguGv1z7%WHGjZ1@8X4p&5#3853NSRYK&LE%j1vi62)FqnpSX;HPzD z8iUXiK7ZGj(o8O}m;vet?3{F^5P_o?&bIjQr>klkVWO%;Z=I7%!wbKe@PqCanJ>NT z>fUHJja$6fNB{L+zj(vma6h;a1$n|`E!>s>n}c(XXfbl<6vBhw^MSdnFXhB0ZBQKZPhjJ4AM zIFvq*rc$q3jUi3MLarbSnHx(HQG}e8 zhl~{j1w&;rW<)($jNTt~Cj=oxER88m421ju9Z`AypMyXVvSBwN3>bR7NgX<>GMwT* zDUCsW&8QJI`lLcAE2cy01#Nxm9ya-}C#htOG^q+q1wtF&Q>$9RL*O=e%qcH+V#F?P zZsJN~TY>!NlPm;&Hrs4S>pX#E##GyPvDx?ZiG0nDfgPVfOl{n`#+SwYGaouN?Cr?p^Nqr&23h(OGc_YcvUz#!VSY)Z|_ zRhNt(x0)?c?MmN{A3dus5xbMKvNi&kh57lj z?e@&2w+-o4@%P4TiRg-Qgy4D=H&S10aL{qwRmp*BHP9!}6tqcy$%` zJ5cc|ZQCfi%(F~A;J;33@^pFNm89vGWdK4fJ`HVK$fL++!B3W__D=ncg5$SoCx2IY z(uzgFDChf-6TH}nfITM`e#qeHiLrZh^tF_PF?E)~ZHH`{Xa*fh$b8P>N7jO#dG38Y~r-Z;Dv1gWkyFh4ixp@=jhL4`ta5&t|9^P#&7 z&ld?ZI#8cEsT<5X^HT&F*m8rq4DAgX!v0k@lTn$L^uye(1qxrrVe1SvLhF8e;1NNA z7=iq+(90M2-ES`%bj5%VWjZ;k#I1}Jw?KxuY3mGK(WCh{q`q8?VPA^`-@U1)l zuxu^;5E@rfNE?r{Y~8FYS=uYVq|)+G$~xJxhL-E%Mxw5mIw=+#CSz%kiFsXW625fD z|4Q9b)<8axAK{U0W&VF9_i~TUoaZsF8h;jMG`a*l(GKfavfaE_lq|Db9m20Ea7u&! zw9;jsOSk6$P>&7!o|yt%%37cw0lJik3)Kai97kOYj)DK?4a*c}b(oq1mPr1!3um6G z<}WH&{BPbNrS@PRWmj+C%(8L?o?2y-h9@cCg2zjA@Np)gyr-sMTV0TEbB#L{d)YgGxaMWNu+n&4V&R#I5 z+`8^GGYv32DV9h`%HOZ8V{Unu))F`HUBKoL>(XEpUXV+zhj=zi#}Pg&kP2$q;t@sG zMtJ=U$FM?c2{YkM9f`d{1Ca7A8DKx3o{(QN-G5LAEP;PF(8dNM5$u(Ok^A9*8jygT z8MH$NK}pO7+xM^39~k~V$`C=-!`ya`6#4mV)<@{^c+eL|*r&7)EwC^elPk7fC705w zS0SmpW-^HYw)G2q+Ou>MP3QBI$~CJu8-f$ z_Ch0D_A~7~j@7swE4uU1+LgYDHHvaMep40OI$>V1)5&)hc*1u8^$jMsKLKjzhFEs5R=W?ai485{vbPVfYcR7wAV`( zPHFSk+X@ZLWBe)|=U6d9l%ntn2_}#RB!|ik-l|RUk#AuK%3bqsaFFGtry`d@Ahkx8 zUEb4>KLazNXvcYM_G{YXzliTrm3C%muU7Wwgw;&N2Yl+k z3K**$Ou325dC%f0*!?;j2y<9KUoZlLje}v}H(Z^Soqi}Rj@H`$l+MLQ2*p#~aKkql=Qe1|Gy&H2uo__n|8Q$Ch9RyUSdph}}vVMXtW;_5145e9ppBq^&KT^N6~ zKudrTW6ahYh~ZmNAs<#n6IC9(R#NMXFW5!vBDLY~zHMSAK&eLX#{(D#UQSERi~I+i zlgFMt6Qm{Xe%O#^=&6bZ;{N}4vM`&fm|B5>Pg+jQ4j#mUXU(4Z;a=~ zaB8q!6zZ%yJ8auBZ>NZ95YqzVi^po^`mmO&=!%UtNySvq8wth=_rDT=$C>TiP|INxIY7jZEp$g+|@avF5?MYfEWjX zaPB5;B%(@|i9=eBU#RX@%`6@5D0KHci%{TFin?e%R^nxW75@0i4%ZRrX@9w3XK;ckD@NN>qg<*dwsIJd&@f4 zh^PvqM_o|k4fLID4IZJ*LO~m40F7E(3x@m)^MgroHEQw9?5&ulZ6-ZWd(o8>H>9$x zz8b&@23MsP%B~(UF3YKy=&@Ji{H&Ykp`7PrOaZ>W&UH`h*N0KR)I+^X(TFlGefEhV z-9yFv-H0vq1=0J!>6w!iG*u*d9IroLS~~cgCwOcm8#yg()9c5wR=HgPGhf~g3cZ}6 zV^6r(0lKg2a{a?57{29R?_n~mRDJlsc8t`VK#@(j$(g=9JIKSM9fcOKyI&5a+Ws%x zTnkmb?|68pY6iZDh_;B62t71VP2Xm1yIPp+2kOB|4j)D9fpx+2&p zayi$&#%`9j8sptSi0(yJG3@!wi*w%784Z@~y=^zZSyQLZ-ar!WLzfQ%fgV<=q)E+w-*Tke9G5XsV=$s-hN8KY?bN*1(acyKPs9(cq+`b*01U=g)x zl`RXf&{N6UdWd{jE|p(dM0sr#^K?qXZnFhr}l-o`UCtHnI`CIr<^97u1ZROs!NP zXnKh-b#q_3MWCc*U7MMwIXbvPSedeMh{~P0&Bb~bb%(_GcK3qqb5qy$+|&l+Dkxqs zCeJ`nV7R5I&qw2vzi26uRA7ZvzJ!hNotP@{Cuo=_O0HtAkI^9dwa3p=be8xP`$%yh z+sBKqz`yyexZbHn-jsB*Gjm*AXIn+``9&&lE!9deOQ+lU6@L*+_F+h~f<9u#+@uNz zsOO9D_OVSA@QQPVcZ6?)2+_&p-$3n|UKbgIEs3#5%8KL-;R@lRb+@B!CBHc^(!iSH zD%aijbj3B5Z(gw}DDU(R&Jo}<(1$+B$5g&myEUI zE%mg5J9t1l+<2vSuPLL|r^NkjY?*Z1HD@S=#FNXUEeR z_)jp#sLYF!6jLgZ#zkD(0ZN?=qDsK5`H*n`&b3DqM-wyL0DO4+mgjj1jw8q;$mWoY zco0qomWDHYRCZoPOCAbNc^-d4VZt5&kT>FaWegD_V+=4cD_;+1_oG6 z_+JlP9twR#NsT;)foYFCe+1kakfg|VrPMqW!rOXh_>iP>El=)bfZJRwnaNL&Ki??K zzW9zI(Hf))8d(QzsBhh3QYpk9`&kywgsA!(586|!ess_WW~iA*kY;urK+xVih&aGH zN+h8jA5D;{Yqi-NxeA~N1mkO8P^}evU^WQaDjh@Ge7U6cU$PFC&3;oPRX6owuAa55 zZ+ML+mNV6nY|3~$1$bfU9HXZ#tA08Er6nq>!Jh4X95p{KmUsSR+{#S@>ZoffEJ@esgBh)ns_?5?ME)Fv79x& zNG7(|Da%aYra7~3>zj>gU}vWmQjpXG7$j)4J3Q3`H;gw5*iZCBuwACX=dq3%si7oG zLv@#&qMv0&`193o=Xa+9+F4k9FYR(^8rtNG4TL67*_Eh$DJ8sg!#YTQAloVMfBqcH zeSh|&1!VF(*uxH@+l{~f#TGOmHxdgb_(PbVn{1$Xf|MtdkMUucsGvxVoLoG(LKn_a zs#tyGo3SgyLi)A%jB}&s8nwk~E7>IV?vk=!#_zy8d7iee=3M-#TSllP*zp?i(7muV zz3idnb=vG^J9BAQV8l3eCti~rv$UipOlz;y3EUQskUKV zyYU{6-MfB+ii6D!&9lXJMA-4VsS81wDewFdzBad-EbX5A`?dV*aYH4~7E3M9y>qh# zKz>+HkTA(oKx)gDU}R|Kbx7Ls)|ZPw_7i@j;4??>bBinBJq6UxlVs9jtlq3cEeCVfnm#U>7bBPRDwclAui3jY8X>|K_CZYGX+q zzkb4X5%TUkdw2uxJ(8^#oiIk!vG_w9C^YU;x}A)e+MS!|)`;^x`nP<`?}#~;6Cipv zQ?!c4nvf)qDg(s>^L`Dt!0D=lL|G3VZWG9AX_*$8@J>NL9u0G$eI+IF z>2|W1KeTwWaS*j4ng(sTSR$3yXy>6>jYXxGCfj6X$v!4=!g1kbbth`2oL6-OEEc!Q z4)0B$O`%n)s0BUo&`z8$ja_jcEVnOuXoXm^9EToXlGVY9IA-?xVjm14e)~?DFHe@Q z%DTa=C6hG}cH9|yYG|MEhtM3`F@tQoD*5?ZGWl5PDJl;H7DEC;R4K?WJ{Eik5{z&6 z$356+zrl=Fe%^Hb;9sj3d#fDwPj59HuvSM@$mGT=opq!d8W(2u+zhrSC)=Xns=E{sEcbp<&@BG1kJEl+?m- zkwpEnu6cB5i?^&A{0sddAGV|St zBGm#{Y61xgmM#1_#r2$sw|m(y>b!UB9gf`T(euU6J3hEcA~T3`*11j4x_ZA|MTD$g zp3g5bVDRaqTe7$5uEby5^{r+I7FH~^aPBz<_pn<#+STnPWH-&o;4T8S(dveOvRcmKWVFapL zbn7?J5k%6wZHTn;D|IK9ZMc+eDO>V)jZ`w!uZlXy#PeP6k*4!bH`zwIhi2NHE4w}G z?uvRAoyV+^K9%62c&Q-*Y>0j{tq}20na@9f2v^&SUpk$kLXR&3I@@A}mp_H(@S^aYMfSK`irJ6`Z^kxp(SdN%)dVg~pDAR;YPE=ujc z6T5-45C1LC=c&ot@M3Mwa7@y1(K@YW)-WGUb>4gXBIXp?th5IXNb;Z^9qZK zr1O1UVrsVZH|HzvfN)P1f|gz1tmN%E=iN zQaz^vUl7JhzYJI~D+DfIgLSXcE`)f_GcI7pDZtM-x79$H8m98`iW>?|jeofY!4NXL zn)@I&3QQG0t}3ydK#k8cm%n;ays2E1D8TY~2!X37k z^Aqp`t7xYKYZUo1k%~+nKGi1Y0Zgs3b2Bs>PjKP;z_oK>>Nb%l~Np^m-L7|VqJo6WV zjDXz|42lXFsoFpLtnu;Kv&nC-Yd`GAyw=QZ@JTWPTo2xC8eLN#o@VIuIOp`C2d9cY%MfOBw!{& zLEUJIgOAj_7YK5qbCs{nsoMP*wm9(Izs@GBSX;gwJ_g!A>8sAP+zAOdG144-uQ=YO(UFs}+ zeqJq2nM~zl@*}B($wt0ZdeImme)=A^=2T&Afoj#J(#6J~2s-(nrE1H%Z#*{Iv(5Mb zemVwy`ShRG-p&2I7}fnJkb4nA1r)^{iEa>2?g@8!5@BS)DLW@KEiH8)9OV6GbWOGfG?-Oy&M429R=rS+KSnI*W2jD!ad(>~sFtw&8$a$*vc6=B4! z9n&~LhAHjU&AH`5&k;qSRjd^ysYAi7jkHyz%q%g1P$OclGzM>;$TU_l$z%z=(bO3{o4VqYMbo=Ezs3iinhpCU4a^8BK&nxF^SH&?2PXij;v2xj&d>54RS>u&o z^NmL|<2qkC`=*ATZZ3gSH9SLy`|Y?%qw4n6YN$cF0u8%5S>Gyv4td~(F0=c2?J`Zg zEbHDPKZor@53yma!bR^Tc6zsdAZkbz{me}i1(^&Us(Z5h7Hhu#rScr3*hefC*DvO!?jQaG0jQC9a`ny6PH#I^CX&?HQeA<;+deI$h} zitZwr&o55dbhGU_@AN2&B1H-f+5~b4lyVq}%4(g}I`(bts24T@jbQAfub;(VuU2Au zJ(V(df40(b*sFY99%(~dKis~c6Y~C|H|)sxQo`xJ8AG=bfq(#Z2^P+j01S9Uxt2-c zp0A|Lqu+A6p0g|lO@+BH9VV<+KE0Z9etMzzNgv3^_m1AniHC%9*eyEg`gy7K`r|@i zg@qh4kW$Y32=(Yz{>z(xCUc^YYTog=4OAUN9<<~mnjBgv12l0 zd<-S0q{r{wqPCne%>3aEKeqslb;x)OB*?O^G>7N>ALGo9l?0l z*2$EMc!m?tGA}_l_TY(`ACi3g*k#_HnVFfFMBPtVC-a+bjdl%J?IbXU!E_3^xs0|+~u%_&?BMb zg!#v)N8^W{h>6#sli_8?_LQ67XLm++U;Pc-%Y^cN&zz4>WnIZS>eGd7Ty0%EX&;?? z4GEg9d-Elm2y)AIRypNq8;^TT^ZYY4FILR5#nUxo5SU*i(s<(XYnmTrmF+K8;rDxE zfGEm?=yyl-KH5R*x{)|6r$CZ%=bx(k$`oJoz8RxP2_$8fpCj3Bp&ME?9z4{yEP^## z@(G--%%F`4madclVX~O!N9z8sk?v=AC5>I}@n!TFM(qH7nf0NtlAau{qdWNKP18(n zQG-py72n5u*Pm}gEHiVKiDsG~F-4BM=E30G!F3d9D^P{q%FXFtiSij|wZsk+Iu5J1 zIzF0iDe}wWR-YYRW0n$h&)SuB}0VQl{%7zpbz5H z`G_6#3co9>%-f4+*z}D5_(#f3O3wyR(EY2s_2ZULcYmlFw0@nJGshlg0om*&ul@1% zB zWqPw0g4X~B(ah5^Rij|^je<|xGmc-is<-q1R(gJJHl8*4epltXP&nXRLDTcSxHe0R zMv`u1CPU>C1x51SuM^5uU_!#icGm*s5B#$UE{!K$lup|NrrLsSV?>zi8yZ%sJxec$?JSyhLO(z;XYZhlTzmFXw1 z>s{2QjkZ2Rw!dY@1+^=S-Rwr!t4O1kj1_yIo~>Hd(Sd~AaV6&CM`LCo6;ERw&1ip_ zUGkU*A1K4qUvUr2K!N&5EDu<9rXhmlm0taDZnHg@fPs)Z?s)X{C z(*`;~_kCz)ZcIOOH}GI)H%56)!1BumOY(tRf32kB&cRD?_M5=it8M!Y zAH%0faM8KRpMsa7Pqs>TFjl8>O?q*)u!NlDFP*}av3|?qYv1R|UXC*D=*ikZYytAc z40FhCNp0(G_&DtGl*15xdPBRHyheBw^HqExger^1t@ygKqS9$+@A?|+0Cy)|PVP}O zhvJ~{=S+N@Vl(zZ3W=_YoJd|Wt)J>;?HH~>n4IPL*gD_Z5$t!`T^PU>>J6%p54JX<{JtI4H8KL7|F!NGKOkbeXCRTxb4TyL^|tUNT(U{Bi9BNMSJd@I_JH}8M93=P)rKgaDshn zc~EQGJ}qsIF8>&6pwo4&Fw+NbpuB4+{QHC{Gf`e!{7nB{R_o{aHkU5pv0i2JhQ$;P zBQGD@-*OIL``I-M83_AYt!s9RcN%*Qr1=tlB>qt;&xoYwx^W%khGA6{qae7!wz<)H zL%$#slm~kBGGpVSrMnlM%0YAhW!&hGPh}y(;Xb+Mi9cGatoln`cDu(Q3`RTHi;iMY zQ>eoCS!6@R78j9iq%?uZl6SSRf&f}#jz+HGDEnQH`~vcmJW=wz*q{d*>8)y5_|WK(ht{M#}BhDuI4$cJta zm+dx?rR=0>?v(~fzBGUK%&Nn0BLeSqj*n#f$>4=u9?0sBDj?{-7w#8afwzD7&W1hN zW9DKxHImdcZ*K^JuO2}yik44-=(%hctG4K5s6%U4htiXZW}gjV;fWVE9&L{GA#T z$Vh4+ew&ON7dSAgYUEE&pb%R7Rs|BdlLX^TB?9H7fG7G0ThtmKRhFRcgM?cn{aQ78 zrKuHdw$)zS05K*!H?>`zyDn8%Fp}W!gNqlMJD*5HN8pej6<~+%T#(C4FlSF*LpSde z_hg&U>Vpp)DBF+Raume`=$d9N#3kuRquX+>FJ6Lyj^rh5@* zX*19;c=P8;+h7uJA2{sZf-w|df7W^i8PFLu61XtR&~n25bMd-HSBCQ-BcCVHKHu-evd%rF6@PTVHyBty%^hGb6Ojtn`eW_@;+ z@5~6m($9!rm{T?Pzs9R%k&i}WFc+!N#gYhtsDn}Cc#M+5r-mqp3$ukY#r_T}ZXJ?S zxQevOb(}&?3_#mD1VtTaWOjpGw}2DqL&pn(yYk*pPxIBSXDA6|zguu6k8pqWP|`yj zSi%L+GyI|x>GrHRVCK5L4P)I;W%`y}roRa}?Qo6EnYY41kk&_!wnta$CXIHC@>CqI z!c>tq5+G~QPeiTo7@gtvFRkUZ2Um?fkYV?^KrD*{oU!7+>X^G#6kQ539=*9UyPTq4 zjNSjnxq?>pbAfnAxxT6y=y;%G-$?=R|M~(!Z=n4jpOGDqPaCe|W{INfrPu zt47lZ^9UQk+!}Z*xKjN`q2Tu5&|1Z~jyo<62DEnw4h9^^@|&Tc_7LEo zh7AuJV>SEApF(wYrq4%Gk~P_4j^!9pghT zzEQ(y_Q}zmw_<@)mrsV)5W7JM#~`7veElMuEP+jP(S<9tqLg(goL zHp<|lc6cRh31#({PF%5l|9Q_g9=-+&Ekt_SeiVxqO} zk%sPab}~ffcphiL9oFznH#K)UOs)PHZCWDLeP%2DCLBv2Gm&=2Qqf&o_bL?uK3)-T zs0*i7@RJD(We9>rm@2j~6Iz8;JrrxIqJQnD-P&9lZ#%@Mk$qkNrg0RhXy+E&4l{}}JEK`&J8-F*;+~m1=yAy~pF*VQ$5d$= z(nbHiRsRd-5e`pvtr@ZoE)&dp-|%8;N$<<*+cS#VsomWp3g&6v)cWZw=-pDa{>YpD z21M7k^9Tjknr|Wv49Q<(gr&*}WF!+mHsxl`2qg}98PDfbfWx0dt8vKD7Q?bP2(8K|2AjpXg?R19dUL&PG1h$ zQ{ROw3$}$2m*mXYj?K)7)o(!a1f(VN2WaJatofHb++kJ>4Hk#+ z8e}I|a3c?k%fM$z8j{M*p}PKUspe=xVc7&#mB*rGD7p3|Fh}fU^#Jc(ppj8Oai$f0 z%vemeHmW?4zRIN2*8$Oyjh_s_(vW|&sFU#L?1MPj811#DuQ0;>*1mwxzg_++>k{JcnSrvH9J({ttKV<7(OA4)~E6-X5CWiSnZIDN{ z<4Ic5*Yfu~-@;a2Ou%Wz=Rw&lzGG@1uF{2-NZ!0WscIG-aTer()GrMqu&Ea;p_d?dtlPE56(TESQ0w}~KIi=bG z#+m^H&~g zWRtzFUlllbh6V^ObI6MsC(<9A4ZA(p^$k16=FB0&8?T#Pud2Iy6|qjLl-`<%G1+CS z`MHT#FNjZjd3DyGgwq=**dsXolYp3C!A~ktogC79k-*->gP-F}wOw7UUbztNdFbl( zvh$mk3ewf3RZCnr3#6A(P!DIg3)-6&m0(O-3oV!r`HEpU37#wXS%k%AH z@F;K1A0snlYu(}X+K6E-M9wKEg&1@vCd%h?-8TH4npNS0c_UiQ0xUeYtE-8gg zYPTm9`#y~O@?I34u_>>e^VuoU&3ZYC>3h8r-80Hq_MOj7r2vA@&TlK6PZulKi1&hCVSc5^@BiWHx0$vMQ%{NH0ew!y8~ar<%wjqMer5s@ug6-=x-Ll%T8 zFUl$I%=5cgCJY(;A{Ts-*`@J>W;ch$%1$E+8v!hi3^=TeG9X|I5e4oqu8-#C_)_50 z28*}!d#QIgMyy+lXIEpugJe2MzU+tADv2=YIeGM7tmGf<{V=$vcRv>_VCxQk>5wYO zHgAT&U@Wa#q-oHKr>$6QkoUr&=r+ORHyPw39)=0Zm*9+7p;w20EZ883h?^16b{{}eO{ouv|jIs>^8qC$rfx1#2k6nT$-h`!Ry&I%qR zJkTPTz>hhIzT!d$!c(Mo-YE(3$EpfQJt`BV!f*hQC)gbgBcU_s=BMvbFO|{vHFW%M zuOnDC6@S2y2$SuHp$XNheGc zwmJ$4^49<$K&OAaJhTsu2RSJFFOj%cdPWaosfc)yc1Hz?9xw$~$Z z6cQ$P_#(LW(bR1srqczH^zi(deVyQ>Z6F@O6(60=R=;5~=&nJ&D~*8PK*Lsej5858 zDh8XH`kRp?>AxB{HNK_wymq+dRJ8@lYrQ3)F~spZR~41Dwj8Tja}`DHc{~CWZi~Bu zgU{@r?hUXCkc?mvF z8q!sq10I(x^dlU`WAG`egf#qPWO$Wdc88gqs_Dqj_{Cpw*9Z6IPr{D8|^yh1R4 z`@R9SbXPlj9dnTwxeFl9nsBDc{3QQ<^cvLZIRh%tM^VYkxVDZ~yJ*(+%Wf?wC0BaC z!j#3OJEzDrDbS3W(M{G)9%ZXU_nzckW1c~Uhz}1oY~!b5q3%FjZg)(+pF%)zEPe0ht-rO}Z{fPBpHRwg`l@Ss@yU92b+s!l|bMZ_zvviqHY_Gat0>Mb- z%`N$rR8w#Hf6DsCz`B~Y-C)O7W1~@H+icjNvF*m(P14xhjcwbuZQEAEp0wY2zvsNq z+51P5636T(Nl~rN-OVWD98wNVAJTS0bKBh=X1gxHra7Hwu!BqF(ZL_o)=}Y61i24 zD09^T&0zLfp5X3DajtJr@RYF0gK+}eqhB^A|#CE3Li3Xv4 zW`WPxfVF6I4fizET##7e%~!qCIj=X;e5?v&{Ia1&p$~BiBqS;03kinB1;T3=lcV7l zt$G)qpX=b8dwWw%Ws>vN_Wzh8^7YQqJPQl6XyLlLeZV;IO7A09VAvTYg>c=IU!Jfn zB+xtOUl^X8dnxc**0w{3PUf1JTfH{)*4V&@Xd#N?4qR`-fU3HBS9xKiAb9`dbgr-K>55}tgkz3aR}3#0 zCbw(KluOYPGwO%%Y9nS7=}!>twKfGCeUlnR=9@r4mO_ZYSG{!R9)nSPw|vAP4w>UG zMuab|pF=$m&W>SQGJZ>0vumPCmTdO4BS*l+d<+%_do! zgZ3xI1M|aZi&ok+k~L5~F`kzs>X7PZCM&r;N<#X?Sx|lCgsd@&VdHEFCmb|T`Hb=Loxn;plgQ|UI!pyS%u(gh%wxn_Z5^Ffi?V~9v3~B*Em6QW!KyGhZisPv zT;r%G7bAcrs|SYCCS3aZF6MShiQgeN((5g63|;qWtW4)y$3G~Qw-L?QCdkpontVVB zumLeM*<4+(J{_?5u4q#%%$rOr4_YYf+D3Kb2@thWS9A|*xzAbPnuX1I)iPL~7$z=y zY^&Gwav-*!EXd0i*fxcJ*OZQtPd^u3k_n9+NXG0F=>uke$H{H#g*}&yp-3jlkkQ)d zK}hoa*}8w1`9T=RMmfEG3Y{lId6CV*pv%Sm%b3v7+3beE^>JF9wnD6l_jiO%#2ZJ3 ztq_~Ml^YY+PPN)h+akw6hR%BurR99{Uv?YKP>6iMDKa~0BV}8{d?s70!I*@-e%a|!)^;2 zSZ-QtWI)hSCqE4X!^DCAGTARa%oI?kAhI3PqYeqAaLEv~#}l)DCh)-a9r(3c!9kIT z4^9KgvRUuvSn_hi5VmV>!-cQxmbr**7Q@KnSmsmAL(|lD`DW{P_ni+Fa(}%{NPAOP zKR8$BVO-(2#9~9v_^03NO)S@!UG8plhacP)%LmwoirtL2bw0mn*U`5pj%qo3J&)aX zV|YFSMOH0KP#bvWMOI~KrOC3D1|f-+iglREyiqK$nnMX>35E zGp~#uc~A2ipGAwvdjKK^mefT0FFIli8GbP)WTnon`+g(Rsi?WR45vjJ_Nu;A>wqt2 zq)n?TvrrhJ%gsu6%#?enMPt=s58;(QvrV4iuO;Yr;DnIHN(JVb0VjrHg$HC&z9v*m zIfFR+a64AVG2YWg_X1E^Kdf@JTpA>~)ruyfb2xVs@V5r!QdB9f7hRnMcjBd7y8(bBj^_Z>oMh7HZz^S>Wy@(e&akl!q?iN*7>{= zi2aHEsm}R0d+%sGcDF}kN2C2IAKT3vLrW9UlU?|euIe-AgLlr!lA_TfohDVB7c-%H zt;SR!9!lxqIB)w)Rx^>|Bu{@hzQLwTD&7wrsE)=kB>=Yj=1ny0?>v6)v7{%$n_~41 zU;x?YNZ}Ks$tQJ~GME-Js18eD%BSa-udg+gdHlBV5_pc4!~7E@88izYVh)le{P0~0 zJ*Ge7PMzB2AjPEYbLV{hHg{^*R~xT0eOp=PNRKBUxMA`74DQ3gFz#VX)k!Rua@B&k zW^=Zm)Ud}@P2&znYd1`rWOt1E+m_C=52zDJ1UmuGm3P9dhuvtd;C13{_^j9kOfbsI zqrd592 z5)>SiE*AQX$vjL(QDo0-5OdNTBu&%gY)@Nc(E@(qkZBPZanxNU`FqLn@Sane54gNu zX4)Yh)|IsWy{yK8U29|oy(dI=5~Bs;K`#Scx8qJLW>&@`$p5b7!oPwGrp+-gAVpQohaJfpTDx0i8fImTORs_ zbvm0T%(*M^Bd(!5urfLml1e9FsHr<0+7{Vw=)OITq?nR?^^vQ;)8q+N3IWFjHq+6h z_+Erri_4NR90#f$uUGF=#vC&OFCFCtXk3O~m|&yzVza-UdA%h+-hI_M4kVxQiXR=GIRlfOHu zhOA&e(fph{uUXZ`=U}Y0X~(o5IJO_jD_#!gl7F&-@AC6e%jRl^KG0VJ#Q-G%ZS#0N zm0_bq{>uH(@VjzLG~vphdD~HX?MvVxvR`H z#Y9R_Q$iM%fg&X@k@nd@^2H!-_pZJ4jR>^05cVg%dcI@&j0)_tV^ffVvrZ{?*@-2Z z&D_;FT?eW4T9gvH1f0jVPYO|{v!IwTL>AmD`}yz5>)1=H8&s@!XH|-R1bcax>uICV~`a&4oFF;vyZ59O>tZ5G3eA- z&~+#3yjmH(8UVrBO4`5XjuO`l$lf(&tG*;`GD%A+?FQf&qHIsi;)~~WhM9szRG4xJ z)f{cC4Jef74rk}qY#WRnooV7VWN7XMD@Wo|&Yh2l==S?y{xVqg%z<$0O3S#VIOj{6 ztCJ7+R^Q~-)+h#W*1t4SX_rlM-w;>i8>MnzL}sp~XaIpxJe()ru8j3Y$=$D0lK0?W zPv>hZW^Sm?*pO!2cv`Nh;+XC>F%2#(S>*V>Uvd#bf?ZOqQI<^((_yVyIo_RsfIiPp zdmF5~#Z69nzmHRPG^JL)&9^FwNRWqjJMdgffQ|EUb%nUHi&k-lk;4w;+*%S86)22> z+ebTC%BxWVch}sZJ1^wfOk%DyXJy@E=JNRQ9_3y`uJaj2k6;1!d^Mz>+cuawN#Vh5 z>1smCT9VD{t{ltsbZ~)^$tw}kvD5MERY#VyS7ZB9f?`$|k^Z2KIOaMm_)GtI+5ku} zFdc-rt5Px`3xk`Db*-9K{<*osb{qG)b*YdZH^U#D>HxV!L4OVZ61 zmE%WbWxNF_(^e{0GllpYm$w}hyIz&5ZS;#rHS$hi;T+~fs^ z34}F&Nqf;MvOV!#hnW!vQ9?Js;>_t}kLKjjRMfG0_pzR=&Q_Sh;H&6MajwXn`8FmS zX$S;P%aehW2jllo9j|l3F0s~|bFTZHym~bdbB%t!_{F%wnaDEkW#B{dirW(Ch91s0 zHJDaFhfinC4`X#=wM<-V9s?%=PBW)gYm1Q&=8rlXeKTtkYWYyileYUpJy{)Pe`qvDR^o&_6kP;{xmh@-<`!#>LIe}K;^>y&Vfn0BSO>K zR5`j~d3T%4X7@A66>jL6kUUp7#(UE^E%P%VNjgj3g2zO#H`=~IPc$lHPyb@Bi(t7H z(k-6}+wUK2lDV09Z9Os=A*XMfUP8=%=5%4=q|Oczly8@?h*&Dep6KxS4#epTCl3#_ zfo-8_36tzS+%(*DB&nOu$vk#XKw_4^x?K_AH_K9Wq2)qMY*A)T|HD_c4Q8KeoW>v@cT z1WaMHcQmSZ;901zO7E-3Z)`*g+Zb?QN~bV5gm%DeQA#acrT7eO`|~l!DW=a~ss1VF zHyoyr>P)Edtu5Wq+`RU+!WTc4ye|^=KyNNg4}sfmUu?vvCSNe!!ExZ|Q00Vle-pRX zLye)_?Q*Ggt@X_H$_LrStcg)v#`qgrmSZdpR!!7fAFVZkX%jbOolG!@L$kc9hmj4goumVgwD(37D9+y^!9Z8kslelIWkC@5bbnU?WObY4 z@P-0ByyQ*mpx97Ckx8RR`8mZlh7gs43C4c^40b77F|7(g3)T?IJ zf$6PtAgMsx61pEt*FJ^KUD1p_h4I1~_`pR~TcZYsIA z0tslI|6{pp@@6-!t^ z3h}jYDsitB=v-;00+dcECwi5Jm|814oXLe{q5_3#QJLyAHo3Ka*z1ApLPz8d$E`8D z_3{yjvL7n$I%zz+0A48-i?qGDwW6Ch)8l?*kLWk4lXA=jfgNAZLe&yyj*r3Fh9 z{B_8?mi8f-lP3BxjBMZe0%QssBOm^mkMnqWHfGHya@guogZW`Y-y1j!uZjbn zrwNx^9OF(zNUHCO4^+p*(|i;Qi@S(-d`{NYvhSAoQpB-6Y(6`Gd+(HsU3_>U6qgpW z%~Cx-So+Ul0u%}K69Hun;l8jyTZ?-yTN_TuHlq2Z{=$uJ46i-a=EAJcc3L?B)2wYY zKWr-Cr%6o=-(X-%I>3T{IGB0U=`VYRMm$z|pvS}8?xz*5KGe7%dUMcT-$G8aqid8; z@s`&{4@$sLQQ zo~il~2gbaX9+OSvyDKeX*RX{skxqqTE8d*6e|X4kT_1mCsg`TrfsNzpy%oYC_yNjZLb?bNXxZn&42nI(oA@o8Q zgj`y?i0tB-0(;a4-?P{42Tp2w2e^C!TA{0VB3xR-JD25=Q(qW||75yFamq7M?qXfz z4MuVN}?c0yBpTqwA~^1DSecHlgxlP2KO_UF9T@r%)fCl zXVq~BLS2>V)!h8_=x$J)H^hSAbN<1(+h-$?Tz4-&u>u+B#}G9UnnnBYUzKZYX zlbWwDM;m$qz^4n?I!oeLRjm1RguIpyn!^MHxX5wQz{u?^UJC2uY6tYDgBd3K0^f;6 zbDWGQubBiN*rAb(BE#2{;3%k4X!rY*I@2~aWz7F?-U|?Xs ze?x*P#&Opn!HHHj+Ks)lhQasg33;4*y)aOac;d0$Q7nzqjuQ#ms#jcYXz&{&^ar8b zTvfSqiTNORgO49j(PQBaWhMug$qd>Ef4|J&b6_?$`)M`D3K^g>{~))bp~UBjqy`oG zZu_x_&93@gL(AL^U!;cicm}NL58xw`75K7OHNU>ZzdBVF%Ccqc6$^{ilMonCC%gg; zHCU%|s=iF(NQ!j*T#J&6)yi*8c({GKM?v`M>{TYAZB?qxXx0b;;IP#9Q4p37QDHKb zspOWFdKi3CA2&S>Od-5j;3Sw$kT`VFl;@oK#9Co&!!sUt=IV`&%!#mmsKyM=K`skd zKc^rWl@$Rn;r)6pIkI;bQ@8ic!?+GOL%hkyrQ$h<=Xw~q(85|lDbcy+KDR=*i1kSj zUa0U|vSp*WL2K%%RIC2fV&Pq;a+!9z?{_jDl9MPY6WCR&Get$Nie_!<8*F8IWiqul zVGQIcMynDW)kNOq8gPC@lY&=NmAyoU58+}uD5+GZPDZsbXQmET;f(It$oLNQE#AKd z4;cNrnsRXa;+-VkVOE7eY42|kl8C83OmMNng#|29`R-;=6vy%0r$=%x6`VIkf@p}r ztBVd(L@XFtuNaZ5yC|U)|0A84s8<=myW03OMr(hIzIWS?Wv-k|Hwpu~@tH4(A15+c zL@6n;I?W?4;esV<4$uxpk~5HjhaHGtC$T^yacKS+s3(0&ofjb3F2@jkE-o!HoDkgv z*ejBI9nPm1I6;=JXETvSvu=RQEj3bj(}u@@+B8oiuBO(+w*!V*l-T=iy95-6*vIy> zJYh>13ywNgLHtFZEr~~y802ijCxzb~sx;~*Ynj>YS`JQa(;X^7v0zgwg9PMKF4Cj} zSvx2MjH^~Th;9;T6|)q_>@?JKO?Qe3mjuQ16m}+$j!;cJS?c=%vd`?psi2rfGvmM$ zc;APT{d+jZDQ-8VxxSl2oy=sLs2Y-X17@8kGB~R$XNXVgu`3&4xPNa-7%T9AYdk*=x!{_r!9AR|e z>H?omh+En(+zrfaWd;`K8~Qary?lPI&>Y?33~5qTw=|iXR7;!=Ecf zD>OHGgFZ4|jk*BS=%4>MZdViM=YrW3BZ#M`)suy< zVUJ02;=u*~2{lug4Gb*PpcYxPoQ*NhNyq5#1m^M21g5vRy%uJ;dVB+DKNTL%J(5fI z+Wtby6a1t`+*t(`L|t1x;Aj!1frmiTgxF0RY+`EZy|)w>nEP$ zP2*!jD>|}MiBfa+99P{rzCo}hZflh(A+F9EPenoT{iXf!tSndeV(xYY6?$pGRoQnm z>o*Y+sQyLFz;rjOvOX?Yl{%_VYLeQh(4KS*TBTd6>wvmmJrWmLe{&`rs86;(7oJBz zzi#G=iw0BGQxcihpkjU)B0ZKklgEcq>7vU?Ws`*8y|GfZVSiWSOpbMwcp$3I|Ar8j z#R+vg7ds!k_2C0U1Xi`Fsbq+(bZ}DD881!ZwuojB3UCD>BzYNdNZ6LSaX5BLx3VmK zIr!QycjeX)TZZe4P@CdLvb4?zStH?sr@Ch7+@V=Ekx^APA7)kx=_+)&spwxUdrp%& z*mdLvd!g9mmB6((_b~tmh7Z~Y=3+d%$6BJwN6O1?!De~Ln}uJ)19anIhujo6#jwq+ z>QVF%4_w4HAmTuRdsMbQPGPgh;wPZJ2|q zrl%hwC;%ULEO88j37=9W%V_`dn%1{i#Wj$ei4aOxy^#ckKFzw4AFF+p zAW-bK^1e{-l2HtPeen$+`6;rg4|5k6kFFk?{3A>5zC=ptl()rZkJKLShXXAw^0L>{ z4=&Q3zlHV49;l$3pErKKLH`jT;cLs>z%C%bz|3L(4lfKntKh)nM+3c?Qp6?2?`V;U zvJ{gI*fg5Ljo=n&k7^OWt?;uNdM)K+_Kkbr;uYGQqg7SGK9d=!Lt!wjxBJCT00o0l7g5=cM-Q=0KYBb?0~K(@ z$IVtYJ4mDQu&xXA_WJdDbhR~s<}pX_Lf;+E11etO##e%jrk91;q91Cd4|ZfsFA%j$ zMtRa*kJ@%iq@2+J0Ev46SB0pHh{ue1gjd2ZmV=zmq(6-lcxb-PtbGtLd-!UvmV!Wj z=uGYt20O?~K-I$r`{YtDWaGjjnA-@7Go;;}m<0O0?BM57t?(KYYl;PF);sEl)KG zem#EgfqRR|zkD?5VR1oa|Jjsc8aHWILnh+c{i+p&eV6ZSp?k~+b(~YgU1Qf?WFc9F z50i6M#!k>&wHGB~y@o6q6ClDD3Q09s z7<1Lben2dBSE(qcOf61WD2c49)?UkB?K`-5=P)()KTj;C8a}qg_ht(E+e~p0BLc7^ zLB#GK-f|z~W=7ofcnXuA5iN-#>%A2{jV5}#pT{0`Z3dd?vMLdiz_F*G<HF;_fNWp64tUyR^w z2$3oZMAl`$+1oQg^WM?a{Vq8DI^5?EIDWX@y42>(vG*iLK_ja zKWil-im+8uAjf*asnDd4!VTu zqj(apMemFzX(+$#O|AZFF6~Ffo?#1Vx5%C}PlY{0*z#kM>w`|D5~5I~F3q0gYbOmK z#3ksdX94U$fd|WA&W5JxnFq8c0YlnB`@VX4byCTvwFI*_EHBgKhfc9c!Y=b* zxHWC(K76gpokxzc%KLs+0?6JY=R-A+d$xUX(a8t3d;sw3PX)xNA5m{v`@dPxxp(cTk20j==_L@@}O!$h>yp^ zAp*}rwf-RwE+d1~`)Tr~n@P;OW))m!xX3R-Oq@YAthY){E%r)~Cc$$tY*$7wk;W|8 zMjHNmxnCXCQE_5{443?B0l`YwVt<9TO1p_~UG-s(e2)|`_Kc{$UzlPDx(!z)R`IZK z&6`PDB;A`L8B$6ao9jD;v+sW${Hmsq=EEV7ufGudGL%;ksnVLGQeYmvU_Kche6A#| zdMe3I{Xqc}R@LJ%8&IUAhXsEp9`FqcXrGG>gu;nL!x&(;J~iy=i)&(bpi11L2Sy7L zGFI*}?gKf2AVYgq3S1qE2a@{*{H)j~E=atIUbZ|6K?)gdw|t|d`UMF>s>@+yhwb)F zPHqj%fYApBwfISIHafbl;@X!gQbY-JmYe>iJN_hG4l-ek7?b2)m6l~=*Qo7mWJux& z1O+1@LHuOS`?0uC7oz1XPQCC5;L<2ElIyvV5nl=n^z{{6D%p=qdOplgp!5T#miI;N zJI{h0FTdU{!0L*L#@NBlCn&L-yST{l1M{hyOip<-NA)4VWE^`YD zDb@sA0?XgU5PfV=&yBXe!Y%=^=iw9O1d%p5+~6> z63bND1yoha@?Zlxz$ZtGfrqboZ@lw3)K926>bx)-yiEaE8%ZLEeX$9JUF`Iwg{A;- z;X_xZd?-_MahK&}nyT0zKQ(H+$@`R7rCOfX?j^`H@oJI#u9{KOlDuu|UAFlbeO46S z`CMWht}j+?3RiS%o4bc8QmT-6%U1&Ru;VAVm26EugEQbAjGHSmyHedaKk~=J9t-I! z6s5a2T8F-{D0p^)ZRV|pEkgR`pJUX;3{cBL&Ms$?yxcr9F?p^uj1T+KC``-Ze5Nvt zcj;))WTQRJq+NP}5#7=|?RxbDhZgW_0OtN)KoeHZsGQ|IRBP6HiFhxjSAAbiw@D5=$7!J&w2oGZ5G7iwn1 z*)csa`Z7S$_S`Z(lSr}D4mlJ$jTS$VSD7AmtP?-_bLqXz{pOW{Rh>!Ry>%fUy6b;I zCn^9GX_|#^?%UJcIvoZ;GU5<9LL&3Ur4j#CsmGg|v|MWp#cyjgG_02L_hz7hvRv;n zbyPga&Un8yyqBL`RzlWq-R2kt#SJ&zANw!`>`B_v+MBz^96Lv!O?#KsRRBf8wl)~U zl|xUv*(cRFXY}FKSb!&3Eol({@?53tJ&5yRq(bkF+h6T$@L*; z+HK7_F?};51T%Gcf123oZ1Y3PG!JaIK2!K>qb$a+`KWoVxL4^CMcFE2^T{3qCkm``gwGmsf%Az{CwF%h9j)7t(qZ_mCUgN{If;;bwTUuU zzB_|n(zNsyI3L-)w17-X22d5->okBjz#^8j*Fr=pJg9Ci68j+BEKEEp4sJvpt4I}+ z47Lyc*NDlGNl^cU@Q$CDyd=1UzIfj2o3t;~^Ebw@3*<|(kIC|J{!s|OM0?etSPMq;E?-{jf<3Jhj zx_mxIL*YPBI{GjxoRS4aWqVhV^ZXq!oHFjUk-})F(7Qi!6k=YG(&^4rG+s>Vni{#0 z=SULTAX`Ds@Q5@bD5JtE_4#CSw<*j#cHxs=eL6Lg2`QC~eR)+O;oOhpApU_k2uf-6 zAYE(ai@Topcl8L))7tY3UiV1&_ntiZdgh8jj=@;QRU4K_0>6L2oD2{A(8cozohZZp zMN4KBVL>o3{=0stb5_iWESU!0d&`eV&Pzdnq*M%KVA@F@bbgTx$w#r)Pj=k z?9l|Ptg(Ui!AJCO=O29p<^4PFI>CkqYk~b1Om#c~4 zPx@6wD4)|yB$w~K5*F*gchAR|)Y~FX=e*Be$?N*3vtQWhb-cLx)>$T>6Tv>eM5vr$ zXojGpOV3bT4>(vB=>A;VqBvT~p+8>IV1(^)z>De!S0N6+>K0}QZmNA#a$3+~qO%F4>S#%K%p3yAHFf98}3(op*7UjqwiVhPTV-ur`Z#~;r26SZC@*ta!IH^an%urew|02J zCt#OiY%hqB*X-v>fJ2)3E3^GsM&cqb4%eVQ#x#uh;m|Z}gn#+<9_n>mcCK`ElSpB} zuE0@CN+Qilf~C3eE3)>x2+@4DnDSISe2y2S&cwL~&pKBZnAFick02=koYhyOtx=nB zI_@{s_iT%mpzf_ox5e3ETf2%n$U)s=W5ak*Lf>IpO%}kN&5qfaDRxpZI)qP_9s^W2 zTjna+sNVh@l{)rqC02d(pHA(@Y6XzOOfb@3z3)ch+Uh&yj^jU**WP7t+7oej|GB|~ z0$=@ekC+>@OQ0=P01*NV&@Y40gq`j*c$7{R+iEw$OJ8N8MNLnWUSBA@Fu0)g;U>Z% zj1Rwtti{oIZ?ZKyGQ#=HLkdn`d@1n>X&HX+ksWQffY3-@7k0@&xr}gzN9_5KE6I;N z2~$~z;Ze^|c9^#u>2xA19>q)A{})a{HpQ*KJ#VfqMM1h;j;3!raC*XW>&7CFFJEKM zdTJQe^x+d;;f`HXmPVgr&=i)5LS*O$JzG@q;c);`yEaab^})YT)d(VyxdBs95#7+E}M90B4jem6cSZg(d?dI zbi>acJT_mC??c@~f!sgF4D<$W^&NS>{GtPTNPi#ukZ&k1K!dYVlM(Y^nnI4i5J7?5 z1)OKMGI4CEnz7r+O>rT~U&GDZzYpI_7XKacMNnQsc=F~;>b*Tr^J#=1+A$OcBVLAr zGNv5E@00pmu;QWY+&IH_%-exHUqeoc)cklO2{^rvlonHEW z!mj-Msgf{kvsO4M{L-Yv4B5*b-a#MoopW(;veZY-cymxeF_s7piNKTezI6c~@2vc2 z4{88JX)+so4c#x2_Av6TSyZlV;Z@tRI}7#mg;9a&+s(BLdLK^aFG2ZL#)OoUUhkw| z(r(<`7dqO%q)~u+5*8OP+brkqN<8xY=?8h(Lp%SF>KPS3MUSJ};L8*n+uP2v^?i> zRAbC!(Qz>ZqnDG$`M<7E8k-3b%=ht{%N?}GKFaLV;nqqeDlrK6aA<~X$jtKy)4^%N z*-|zp{3xTarc|QyrKr(|>VPyW3_BU6y=Nph*PL$(gwt9P?kT(~$~?%5Jv%gnKQD28!%kX$I=gmLbPESD>San6afy@gwA%qgi^ zMO(|wN%0clJUh%Ea5hR9nE!f6&7a*0rQPDf2d%q)GCO@(Ps>2C+QSo_W;=8%k=I2M zP+Ck9PgS7&txs}WUVU1HJ$gm!P*W(7`qzuc5Ni?esm{XZit`)*Jdw02S>8=+!N}1gJ@Tk!tLUy(V?d=MJvhYmPa&4^gRAho`-KWFRoG2 zEjY1h$THT<6-!5hcvhb8FIRK{mSML`evKE?7B26$_})1K73761e^%#*4M?yKFUEf2 z0k}*8lT|7?Y*!r_;30a-;VSSN#Rc%PU=14Ui3h=*No)Fk#6x*13VgR2@Cyzcz6)j7 zi4@N66MfhT`i*N5gn|>v4MZXSMJjM9>a{uWn3?hh?TE6)CH}Sm?m>`rwlCYcx_gct z*#xm{NaVy6<$y`cn92mC+NTcJ<=clh593}3>Yp1Ccu?~gylIbma~Zd}jbcrHxT&m3 z@8RZAJ2=GHuRwK#s_o-D)=$?L6gq;tQ4jfR&5mh+RDyuG*=_%2|5GRm!rH}9qp$}v>w6MSX zDjrQON2UtN&3&lYmwDGcBpNinK#hcv>%+_KZvNY1HtI{bD%AFFmZ%wLU2@LuZdT7n zLdH8X=V@;D!_FqKk2KeFf}Zk3JhfrSaTHhbR!j5gH7#Saz#4O48@u3na>q^jE8PEe z*vdizFu~%=ws>NTW@}{DW58>mi?<-&pWdu-QL|8SK6MlSd6LIfEDkqhBS3!E58^ce zZ{Rh7Fy?3=<^V@$1QGoNz}L+0aX^D;ssN}pQqK!K4U1`z5>Igq&+s7EY5;27{3S}m z^dQ8f$X_rhrQ-eE!tPzet`+1hb4~x{H~1RF(`EpO?HvqKt_EN=P&GqDAU9;BKzt?o zTLw7hOk>v!4h9DPt{kGhJDlz9ofus#Ok5Se+1We(aq7f>>580TLTw|zLP@-^jz#ab zoppi|v0s8zMsOWT&zA_XabLAvt}xrqwWzsOw7nlq;k+1I962brSp?^^w4zPt&rS7> zQM34>{<5(D93(l;1e+sfgrxEUJD8z<0o?ec<34%$G{Z{9^fff}Ld4!AHgi>&?y`%A zDSkzBBUDIT@8fWoI+<;XaZJAWG`!8PuNN0Z4J&1dmt(`;2vmp^M0jXYeCM@2tSK!) zW9~xPA#<$KbS!2b`Zu1HjWut#s=wF`EC6MPP9+MNWYJQ7cbU5S_&Djb>4I1pTtJLx z{f)SGN)3!x(H@t=FF<}e0!e{x5Q(BLWm z?Bluz%_+w(R{1oz_v2!jSXj$!?L^qK%r#AW=vehMhXOxibDIr>GENVmvAdi(+@<%n z>;D`Nr?sfA1>g~wjgu+uT5yaSd{^()Pgl@kq~L$tbyZ}`2&@9Phtz4ro18mbUnE)` zqt_E@ILn_p(OBvwe7IGxsulR&Aq$_>R_E*f3rN{^rZ+S5m6!A=hgmuyBTRflh-hNK z*YHORN4Q6RT_8yHF%MElJ524PL zE>#fQe2i?v?Q8D&Hbnk-DJB@Q>uT3z>SaH>mVg^k#%9LCP-ExYbAg~P8AV_!)L7P z*Co)9E&0dgeiubFVyFaDAy$Fs?~3e@h>^ETZXV3sk8S|>tUQ=2l`0LfZ=F3O;}+PV>TZeNXj^e{F1rsIqZ^9;?V^3%(VOT!y}R@J?N+uG1<8>Gl4 zf-8rq))ux4jp|LUqz3U*wkOJ;r_!@vE^q>|d$|X^a#SH^u~DLefpzI`g^zfbc{1os z1GIU(%z9<}npmn^fJdrCynW*osXU2q2dSH~(R*=UW%q)c9%lG^*LebuKk|o4cj{7z zSlrVu$`<5a3CorE!=FI3VIWxXReuuc?xE7?;%JDNOK2>I1*}ufYYvpWTAf|N)Y1W; zzvi|=zjUI3UL{q8_sF-(d+yK_Xx5r8m|tX9E{lVf&zsYHbJbxW`7(oA*G&D-iy+su zl4Q$tQ#~sBiRKt?UJJGMm_Ppv>DUVUZUIR90OF`eh5SZnp z?52F?kury4ubH9v6>B?m6e~E9yCjVNZTm%o+I7USExgZ-g?y4@}92@u8{3dYkF}Huh14%Z2T` zHa+&l<`yg%6)e9mjNVA9z6u7xjZpjeyzv7R+BK%*jNM!6=)E%nhw7GD#s+jP1I1Do zI5XRokDUOtfDqoJ$_=H*(G0yrM->yArYPwTaYHQRY-!WCTP^qp*}nlQLEvwcrg2

    12D2P9em zV1xJxdOs!ur4+mm`|qn9@WE3+19<>ukVW1*a5W7SkO!b5_}}#o$Y5Zk|8*CzS#dE- zM4w%?}{JG|Jq6{ez)~c zju~z>@?fpUh6Myh;ltaT`6kEwV>K`}jzftqee^LH_Q2#g>|BV8)|3yvzLH*-j z`!|ZE=P!!1^d0qIGWmbCs`TJr)VpH-f#AQCyZ=HljQ&Nvi+D`nk|3p004B)30zd~U zFMR*k$xXdyV#G~uqQ#wU!-Iy(0JIQarvG#9k08JXp)vD+)A%6oasVy39w_UN5vF1Q zdfe&;+}|Gs!T$;cEdQ>H$y^*s7CGp+;N3Lw+J8*P7X7^%DhOBxzyqfQC6@s-AbxE8 zCmR%B_C>#Mr`s(Za^S%!Cv4zCRb{A7+IIIZ6!xHC6x!LAQTyY=s5@!mj}cLP~1@Ksq%5 z%DDc^|JQz>76A0U@;yIO7Z6u@g9Tcs1kgeT7yv+kKX*e~`EHTZ6aW&ad{4a-G(5;F zO8`iz8bAfQ`g7ko?f?*SHGtr6#qj@4)BdRk6lkLcAOL<2BB})lfhU9XY5^3q|NGE~ z0s}++2m5|>n+^aowln%m?-&j2?Lkbn08E0vgZ?`U^m``?e^}r@pRd`Vj9LH|CKU9a SbDZyAw0DE+x$krl?Ee5rQ~oFb delta 32653 zcmZs>bxa@M7ygMm#i6(qcXxMpcXxLmD8-#O?(XhV+`YJaf#Ss-wx92AHu-HfujI*@ zGnqSo+?$j0%$d+r^srO(dIi{~(;RxpH2gBCFHPZDW)O%>qJQcKg}}gc_Mt#3u2@ZX z2#Z)iT&B&R8TkX9(m5q=r|N`{rNZU`C-#+MnuBQ%r3;^(f#8i>Xs?q5R<7M#X93LS z#USYBg{-UXSMJz{)owhPt5YkVuEO}eHEzal6$L|PH7SdKOoAP-JMX65wzL(JEaQFj zT`MPfzA;iH9=D3uU2txUJ^HjQIeOqo{;cW%%2#jmSAJGl{L%HiHD!MyTVfo3{Qe zQut6saH>D;KD<*ms6RtA&bPD#rb3%#c*>OQLf`wlsaJpIBgrs+BLiZ==YBTOCavQX zsQPBZ4?p>MGF)s_!$7D1%2Tt3a`<@k2!x3Qfc5UEi+kNjo~F_Rnj*nSJrD%rXiKE!5W@Ik~e6 zT~CS^)GrHo_lERtye)lxM|pR(#Luw>h;q6Mv5;}_1YKzN2 z9i2uA_3cxWrat3c;!@{SyiIESAo&N!i&6lH%$01rSO&(GJx7RC%`3e~{{SCZKZ7B)<^{FpngPr2rl_P%uL`4Vy!tLtx^m3m#`I-wT2Ex=E0t+vSIMi z6pV0FPk!dmILam8Ym;dX$G#%vxLFkp9mO$t6!O;{l{hV$R)EQ5ylyJ)e^^losrje( z;^$9%l>4#a{#2z5tw&MSADP$UFCj~9G6c`JLk zW97DR0#75?mUbVyiQ5TKSzZ=11o3fLN6Y^76*tF#$)AF2GE@Kygl>M9C+Dc z8Y17?zZo6glSd--RXEY02nBetawm%ZeXlT!`}5PmLd`3T$`xeH9h2{| z-#kK8>vYRA+YFoXRE`l#LN{7Ut*QB{GMgs=_On4I$vqO*vL%4gu`1yHCHVBTpqcd4 zY6I5Z)pq@?jM6CJR(5pxZTg<@Wm<=~+lN3-&0`5N=_G6VK1?`_nGPwpB9iSmrPFQA zBRWO%CvAPZ>1R2C1!S23!U4Ntoo8b3GxX-`1lSG<>{@HX!pc0kVWBu(Uudix_FzuU7Py=V3m+pxQ{gkZ0<0^i8mn=j9qR}Z^{0}#*zdbpzU#*@BkxTcFz69%;w(#-00N`jDAztFWU zB`PpGMYOrikh4QUQimS7mrBHIS()nQiaZE%<5fC5Q8&P|C*M1>2je%YZ22VZ?~WCW z+ZszvP7_6FqKiu}31*A$BX5Pcb#OSLOuwfUmA5c3-nU5>M!boX=Y{FcymckhLzvCf*FL>c8gzAHA{6= zlI@m!E=LCVcTEEGt^OwJJ_`f82e061z6nyY61-n}jf6mz0lL|rojQ~vxkshO&Q#|vcxOMN0f)RQ*P`6H9~RX zG1jzZ0fS03j^P~jxZsb3LBW{Y!ngE*xoUshQb<30F*cC&>((~%_S?w%S2o!!#w*W& zH1w#gRH;xp?W%<@zJ!aE(>ok`GuxIRJbK{PkkaYa+n5&`8ap>eeirbY?^5KZiH&{8|-=(vc&r7_E()s@iBFWK`5Hv^?o|#a?_>1?*f6W zB&P<-j&+-N!LF#+xa>DUe+DU?Q-7+4A>LXoMNKZW0nrKekDt=+ zJnaYoC;nT3n;twA6x&(wdI|ZOZ<*R(cSJ@&dP3-Ox4*H3HU?+XAAAVrAA*KMJwJ67 zkKokthPi5gdBYMgcI*}vDhD6XT`^gn=m<33*QtG%$N!Q(T5pAc81B)tE439ia_@))lt zAc)u%hU$ap7!r8-vr7Y3ZMN=!y+~_As8|EKk`CXe8n1Otqdf=30A;P{zFPts(;)S zlmcsL|JM`}a0GWG%*T1X_FuNq{Jwyfy}a8DgG^*8nhuY$X~SSe=d2GY3Gt8b2fj{m zb}yoI-a!X=B!vHX_m=ezy2A5c0W$zIP)7FFOhFt43FUs|EqwaDv@O8;=n?lmNvAvZ zn!T&}ZubiD4iJqe!FX@?Lk0T~99=`k=csH10pVR_w%Xz{*|h2UfrS{QA!;_$*|cdN zCvk%BOG<{$e|IdOi8lOb@!vE)bTT!Km%#oK{^R|y22b6r!E#ABKtD5A|8UP7^O4U4 zcP21x6m;627Jl$&8lVT1oVI7ORWLKM?}7Hjd|Ww7^yU{WHSY}ZxLkql0bm@$xcCgq)!<|g<^u7Uf~78ytw1+mFI?l zJWap!9Ps_m8aMvpUD{4t(I@#U`XPv3QH}#@dlMCo9Lfxwql&9jXQ>P~yz=73xWlY% z(7$?&%;<1aRux8``3HVnb~VHl+9<%A*I%#qsj0(Cj`~CHIYoz{~Jb{M|e9V~@3vWYFq{Y{GLFAvhug@zyv)3w>8_ehHE zpBZHr1ENlF$UmgUO&%-4Hq?sDmPsB>LZU*fheKovD*TW7y;HCWkyf^L5{ln|UHa+q<>uCEE`zo}}r8 z91O&G)Cojsg#Vy@YpWS+2S2g7uS}^Fhpt7Zj;)|<#(-E zDRiuogKP_r{A0Rp2bk@zgc7SK?sLmMiV`i&?>K|d<F&=&sdrTjfuD&rEozzFfOw7~+i-8GN2vm+WNqg; ziH@22UxhwW?Yv>Nv68X)g9$qFpdmKRbGX#j+aK7S8Wxw6W;p?w2zvcxSwZ-9hi2igROcu!gMJxLPR;&VbGUiqwr2-W#TPwN~7P0@-`=5_XZ@RJe zP>4IB7+3g?iFPI`EO{kY?1A||gBN9xh$R<>qjoJuvxCkyH)(BXfMP1F4rcaN;`-F-*=*PaZ9Lj>PN zV)I&dvJ?GSZCFp@(|{>D?s-L( z$_i9gOUfB2O@?13VCq*XicXMb)R7wKQlfL1Z&=6VO^xqW@J_qOe zh^R8b%He41-SRJVzak0D#ex05+EY~Gcf8W=g%>_a!iLuiGn)@WsfB*kRV4)0iY zTkz`cl!}~DGZt)ltnYmj0`oh4sc}04TLbzi>6=&VXpzDjzuiw`YY1~~>F*TmWS1;t zjk;v6rF1^Sk}q&&ogoJ!nP__Fm3~lC$-frS=VcJ()_`ne$(>mVk%HqU$L}yPc^Rn| z)RaM5tRz4HPli7Q2$7MnYvhB5$ls&6&iYJP{dbl0`!MYLE%E0CdrkqXL~{ov%6((a zwGdB|^hjBQ*lw`RV^q-MmMPfx;jduk?R#JW!~#3M*!!aLcI} z%3A!21gWTk79-+^*-+M`U*t0DvQhEFLcjW@kAefHU?ebL{~wuRivZ`o{2GKjg0W}6 z=Ixut+sHD3sdm<_h?ZjIr~UWv?kl#xpL)IGf*2!0gtJZ4hG!PTwtLq_K81GG(wXme z0n?KyUlJQ)PXvkQEVR)?K&h%xtM1=JBC@0V_{Lp2+uX_;o51=+sAl$I7f`3evRy|r zmG4BRWo@%1?qlco1tI{`E>jggBe>p10STk2W@su1f#@kPWf|&$eRToUz=jE2nJak> zeprV?E4;@nofUDJ5YZj@jD|C$97Q6Q!8sKM>%zrO4vhB{zuFiJ$<>aYgs_!h{bE}6 z*cZOwU3YNXK11jF^Uq&+;<|(?66aos%b^Im4QcB z@fI4nvrHSs&J3Je7GVl7>1!}2QrYv|`rMYvDQCHaG!1Z;{>;Qu?hp80-O=R=efOoP zvR+JiVS8*24}(rd<5~VvNI3f_+6&tPlk(77qh%%|&;8+dj!mXsv1;v1|0Y@NO@kYA z*^pjhNX6HRq=v2^3N}Mt@c4YnCbz!9J0pfGSX)GHG)}ONh-~Ms#2&uMcj9&34tvw# z2>7g%3%S5w-1!n!k#)nuW`}aCF3jg(6povsr4jG}xUTl_V(kJ>mn`Yl5Feyx!E4mh z%cNZZKq;7wq)H~U76<}wO(7+@fz1A~OAbXv$_?Ky1E(nJjQ$;j`d^B_d@TOFG2#Xv zH2Kl@C*BGBEz!z|h~OEGULtT;EcOjfw|VOnaF0A|$y_W^7}+G*72w*f4qq4OKfL<4 zd+_Hn&TNUq?0>B_*6V7Mn2tR#F{+9ko2vwE1UgTdCjPm|d^siYo7d zw=2V%K}rKB58*J~aro5ugi3Oit;dbXOd9=XwNvE64KL$Cmb9RkB~Gwb*Lhakh;y$I z3#^4OK_E+b{>mj_Y*X45yrT(@EHa9WYS&p#mnFXbbLra#3_HI8OL(Py2*Xjn`Mj0( zpN3@hYJ}D+-DPmnJmzX!D!e-I>*mENZ)D|s4}XKvJor7KF`N3r>OskmO1fuaR^S<` zrE?X7^HEB%)De`Fy0O1SX{FD+xwQ;==l*69O*3ls%Kw|~RJKRmroQKNv@#Bv+ zC3Uy|ja*;XZP4noR=$XM`+6SA?~n90>_-b1;!``Tr;vuQo%}}8=?L-?nD|;k&i!V} z?m0Pw`*9;+&UNnt2B5X@xfw@&ul>zb@z{va(*q6EJequSvT1T~E$^3c2=f!@&zQ`L z8iv^Pkbni+wo3D>H~Oa#hg#_$n5j5LT@(CEw93IX61x#0WqGiooZK@=rz{po0?_nV zcL!i_INR&{Ly;NnolQaz@&8L1y1%LXc!x$gHO1f1p?yWgMn2S2a#U3`21L!pf-ne^?Nhh`-P+mA zffD(Pqt*L_4bq++2NoOUmep@MDm_$I4tiT^frBx%k6rw(QLyPM#*)Ff(3Y70M?e^h z8``lReAzHvE_Br&Q<*kz$41Mo%vOoZE-=z?T=?a|AWC`#%VE=#?*hQK0Dtg~-W_Er zvec@J#kELd>5qY6LztpwF6#R~gK{yhqD(*LqEt@DvT$8?5Zv!M$Epk0&C8Bt&Wa8D zh0;mCT;V{zKQA%-n)1Z=4Vj>3+~IO49Jo`+|Nr%HFc!;zbE0%aKi-kXoCn}F{$3^LCUH4!Ev`zLsrfgKfWtMbJRrvj) zb!raG`It)_b7hvvyzO|aCh)Mm(uufnpuay!B?e5Ema%SEcGv7suc4}L&d$H#AT?F- zSC^brmK*8<+@R`JZHrB#bvZ~Sd~&5v33S;!Y`eDAc3R6FEanjf@Q>IM$VG*hK~9du z#*$Fw8>cxGjFc_yZpT)q%B0t7+)fP#uO^eROxm-TG8Jy+6o}s^zWk{#9i4Bl*d7PO zU2lG@0k^KtkDs&KDIcv4^w&V>SU4|uQIgHPNCE!J}kgs=$y#ZVlS=HCVKsVdGH?D+GhvPHG4nX}!DIy_RK~;C z`%)!QYeLPLTy-|@OIFr0C~ZRql`MsY$RmlR6NAt69d=e1zU5-kkArG97as==Eubp# z>k&qkQ7=;93o(GmV!626<$z-=$^u7{BHT!Vpg~Ze933O!IQ5y)Jtz3r_svZZPyK)h z+5OyFQFQb>h`}#ZgB()Y7|L7eC5VhRDEV%7$m%NW1(#*4N=M9VCY%|oZnXkF6*UDw`;{DC0$g7NvoLO$FiQ*=qFDrL zVqkS4;p8NTnWvs_I*PwTEEw{4I4IRDVYqt|RLq8f#b6HF`mn+T>S3D}gI()- z7&TE^l^nyFX81vGeC-h93kCx1!C;R6iDp0Edb&EfM`!b%F>)L&?6Nm){m5-S8e`4b z*Zr^i=%1s5BDo_(ytrOSE=Vq#e+NWJ0N7OQhpCYLRxR5cSPGm>*w}~!?N8WxVpahS z7ARItQW6uef*Z)Atf9im5WKzpB;$T&t#}YD7Luw=6$WRzO&#P#$nj0SI9aWE3T#O_ z;@i}1K2&C^;4C?cZ~xGF9&ER<>BDS@Au~(YZxKGRsZ=uHF~UaGoQYnn`^yh9Kwhsl zdX2VugSFkpqm_GLO;52N-AD*34b@AXCpfT2-nArU($n!6V^3|hVJWWAA=8TGb%8R} zug&GxNQ!z_M_mu75B>O0_A;;3@qam<&Tw6- zY&gEfTs#f4@JgHZK8#dI8hC&bEkT4DY?uW+xKJ>kKVSM;R=kwxtX|9#g<_el|A%q> z;$K~r36_d4X_l(A^yjpeVT7t*NpCwszVQ4>_@6+Q^WW0{6f@xt3WogJP8(HK*i{`x zht;LpK!?S*aP)N_DU%M0m+h!|nPn)Wp^WjCe>DL6AiQfzmK@olp(^ky z;(0Yri{|gsIcPd{4+i%)U>poN_VPzCO8Wq2rWQ#1vYamrE%zEylT1_n5BNJNf-O9D z$_MHMx$YdXBs^9M0AXSy8#7&K9fEi0d)Y=aL(X<%6kCUOWwG)nU?Ek#YRJe-CU+gO zZEz~L!$HF8bSLG7^uDR8SNlrt;=(_Ns-?`)Z{^|ql9Tpfp5N)t_SxFO0jv3ja+uC3 zQ@&AjC-^H&f>=qfnKUVj(S2D_qfiWJV{Ua(r^VtF1@u!In9O({KWjWx3SnAqQ0GGV zdKnq^JnB-!&!e{UE|9aCJgE40`E{@KEsIK!38__gdpf7Zu;wfwpI~G2V{mbb%6AIn z_qg71FQ-(;fKW$3S>lydTEaEsDEV%Fet)Zyaa8ns>&Qj_t=i~kGUZkH!QAgzXa3XA zlf$dnZ({&1uvSX6Zn2qLGfhfn-!qYoywF#-8(~haAjzO z!H!q#Q&8vb&Pub*Eh5-W!eudMs@E@ z=9fRl$qh;4-^Gi1=!C!96dj!;PUNze?aOqMxIO*`}r-cMOm zuS(Sf`6oLrFqUyD6?0;(`x-h#ZJ6_4{@mv8m$i`au4`(Xa?E+lRST@q%PF%+rwoaU zxKu<3s+ciH;m^}l4A1L>T*zL;$#gjebBcx+d9ovBqRWXMIN{%2QqkIEZnkVAQS!_q z89jEsA|xoghzpZTz){2VDC?8-ePa}73Zh4PsHVU>rJp=kZ14nD3C4$b~bC)Fa;yyUC&14eXRE@OV4s>!;2v8?fWJIwn$1|SRcYjif zF`?R?SeV1VvQk23dRuH-!|WGl%)d`>9S_;yQ#?0rZD{=tNQ5pkfEKpiZv3>O6K)3} z3T3-Zh3D@4-^@hU@7JM+H5XKIYW(bWPvoz;eebj9=^Mx7_{WlmbCKAb(h?CTG5*}( zt}4HK&&5Rt$--ZP?Hp)!^gj^Qm59oduypT|n&i6*p6hP!D7!zMJ$@Od*>6XN*-LH0 zA309e5Sc-(Lk}p&FI09LX8lnq8Ezy5fO@#bX3$yv%@4w?+|(|YB)^k)cBSZnNHhqyycWu@y z%YviB(QvHexOI?{k#G_Zq;BBf4pCin%{1YYi=lNog02rcUn#p6=2`Kq-W|mOF1Vgi z=TT}euk+!s-_6j=q;Smc(W+D>e$pqeZQI0uYQlGX&!=cIEDK6xaxI6)yhR!2eXUzF zr+=UNT!YCS%kzAp)M^VXG99k|e4uGl;?C{S$&P#ixl z`Uzy-jd~6Lu{(v@gnzo-x?M;F$UR)|JJzp5@*h%Oq#Pt)j%$rp?{n9_6c6^S#pT7Nwb}T!9L>hy zN0ry2Ay!d+T1OaLeAJ|%kgqCVs1FdRMbY|Xp=p@~+7AWWGrGCX$} z&N&L(<-URg4Jf1#fzoEei7`PtVhGOkBv&HxP~@8TVLN5hMYoc-cir6@N+0E)wA0g| zyYFhVQXxwln{`%_bA|mM?p`(1X^%|r9G|wa1DASL@rSn%mXNCe)+14Cx9@A_cC25f z-nxie6A$D#pQ!_~ zvw6|6V8h7=XKEVJC-#d^RP!j*@l&{Gf|$m$l@`#;Yg0*_3D%3?K@G; zZV@jt$(T4*`hM~=6`X1W8RHzwb#?;_gwAtrX}PR+x=d?;Zq;>}Q`KbYeCFC0g26+C zS)2U*QN57`cn{SN7k8af(8OlS{MuYoQOfWTPpF}5t@@1oWXPK69o*u=jhtCDZu8-R zu12)3LiA!E#c8~)$5u<-U@Mlx#$18UT;VBFEaIjD(Tlc3Ad0Zi9XJ*mbl`8q{IsT+ zM{;zi>xFZG(yFw?W2p>WB(6A!1FutO&NY~1&tnAp+rJ)om4F0Cyp=_;fIBbR#1)il4kb91q)s%9ir<57S}?nkOW+8O4IgPjnm%H@o;qf zbnUz23%8F@%sukS@A2`4z?;R2sTUyyzuLm7`%f7|>{2f+uGP0nHG9R{E|p0C`y*Ql zk<~*sx|yYp`j@uXwso8)zwc*+-}E~!Sd-Azh%{UI_;ZNpQv4gE(xS?gNqB@G#} zX_&QAP=tgmU7`5Wh6**DnaPh5;%ptXjzU%EvIr&vGzO`_X*IoSYx7@*OPQEZQ3t;k zTM}fNrDVZ`j*y08l<{EZQDkPV=P{+`G!*8!ycUXW9vG&})~r?WEWWp}>WHEiL^%(g zPNWd(-F7dfD;)%Dq`Q2?o4?f6Y5u;SoM1<}sHsp{IMuT1HML#=9sy8d8dlnK2^4D6 zs;nawLN3u4`z8`Fuqy|UvMUu30fnv6GA2Fxo|JwLUdPe>CzDoPbM{S}9=%yyuewy6 zLx$&q2C&j4q6yce5+EQysEVtkXEe z+X-Gzu^@WNXLbYqK=0e*9kSvbZVN1?QkPVwBorsdq?>7>&%NG{G(Z>VVQQ*?+%ZhP zIzVx<)M)VsJT(<9$N3p|4kyjQuMB<<^Vja~?BCey4&|9F`glsRq*~o_8~n8CH9Eh2 zf7>U^Ar}$UnFdKLA*qt<==V=e>U7d~&85D^w9+S`hgI|jSjhrGR9XI0r4LRWZ#B~B zueL7tW({xcZzbhBA1gqW5du{XME5p#wD%WtAGhV6xxnfVFBgqo?v1Axi$~T#AV6j6 z!pNKR_+=2ED(Oq^65^;E2OCy^8a&)Pg&sb~by5AHuDSK5De&><8VrVPQXl$SQ0;MsvL) zHg)TKcxi4}d&{>KK!olr;ME`{cPij2O+x2A{kPj_&(q)1`k}VuIvOIQ7O39r)@TeR z065T}Vq5jpaydc`_TV#qU2EDPy}+5|mn&1rw73^a9f{1t`r?l>k|}SDpYWo%X8WNg z=ukTt*2m!1Z!zh1Z?R<{sE1$ieDy$SMcA0%Cy6!!A!;+rCHy=5Q$SJn@IrA1 z{bje2K>qt3^kx%r7oqXv>NNAk@fk&DI~eVw(TLH9>u2oC%=7-kZ?RQO%dJ%3c`rDNF@Uziz0h24EB=H|r@pc!zOv%_j*V=!bbD25Pu;K_qW|tNap&2bxL%CWtU3vfW=kbpjJChxy zNtviZG5o6U^x3DD8TvyQyRO8J$yO|XzD;^3ra42aots1=zm=q$SptJyHXIoe*ZkAQ z(q9U_Sfis^D|{;iCxQ84qc{4Tw_%!Xy$|{i?ve}8!>nh9dfrV*KqnuH*Ix{Q15mZn zV$uLHGqS~}AOQUS|Tj9qsYqu=6B3r1}pcPE3 z%$BQp7~#}kmI^}wy1xqRy04ZIQ_6x|TyM7UZj&e_77^T&mjJW)iFyZHsFi_53M6rO zcrU#Xc$&LwBh?E#4V8p%ZcI$$G<7fLNuetqLW@3lwQIP7A-J5oteMjG(VU<{pEkIG z+wTaDIJi2{c%^K%%$J9g<7NotZy8LtWQ>lwaew+Dz$k08$^Mm(iSOf$(zp8$TTg|u z2vilLT~c6#mVo)m_Sm}T)*nk!#o0|(cIMn;*s;S^sm(|7`CwG(C;hHO)=btb9s@3Y zX=aI%h;a8gJ;R}-1w%+;q~y#oon@- z5F-?wyyG-JeabEu&8;q21JQ3dX5aPmq#`hoUrEVfWPr+gBo+&VCSQ~p$JDJ~5^d0X z>-~PpdHrok199x*Y}y$!pKd#vdO%^<*sEOXN<=FuCDDznO2wL)%+EG0+YCirWoatC z1RB1vA6!)$iQL&a)XHH&$)vYPtc)&b@$J$4Xf&9pQ_TC5;cdIHWiB0V+qh-d?$?vXc0Ez)tS^yoLdqRB-L+au2Z?2D z71*62xo^@z+6Z=K;U>5)QXG9+S}cZ%jF> z)T2FZ*B#1VH2G#BUw1NWuyL4t)S-v=O>edyio)`%r(*|i8;C*ZO|v@b*ei=sq#weK z3oy`j(ndH906*<Fg6ok1@bX``wb%?w5m6zpY=d zyTBY4_{_)Nn-Z0fI@QzGH2xkG`uG5VW_ic=fLaWr@2hllqpzbopF3!AwAE+SE~k-q zR#={_uP+fq^J+__nY2pk-T4Hs+`mb00C?*1o;uNDQOZPo`LYu;Sma&WM#J3P+=~7-PgWb;v)hS;7tv@M{57iZ2i&8@sNo?H!c)Gmxass#S$qMiyA77a-!wRg) z+FKeI%t~n@eVvK~;rrp)NIbxov?s+@v@f*ohCMolt31RuIwc1%$-UH!UFqn?S#EdM zH$jby%ugHDWt4Jebh#3U$jOOjfGBS0-PYA)iC^G4+_B-7FpITyx$ zcf@or%I71TccQ4HUl2=t^Z@1h5rXf5e)@d{{CCvOrIxVJHsNeDNq9{}eMi%gGB=P~u9f|5V4kCKYyV>z zO*bB{CiPI#p0ME_%f#+Nd23+#w{KF+F7NjkoaSNutVYEy})4*9~Hz_mDEWOt+~vf zCHGITC#LxkwA1wC21s-xkE~ACiFej)!)kok;Nk!V6p)c##3{7}v<9Ds#TxV02CeCC zgYJ-CCSR~&TN?$yVHt&WXTp;H@&NmNXMMq`Cz1r-xCE;c{*VOe$U|yerhRn%K>&QA z%V+P@$Br!A_jjQefy=*@c}z~(Z*N}A@eEDt#rZd-)k)z7Bq-CnL1Ca8+`xLd5+;V# zE_KD0X5&Adwd}c)i%VZiN#LXOrxHwP6Bw5St?pJyr()=6<75|o!@Aq8pX~-YsovwSn9j$QRh@8lYMp1{C?0)rMY(6 z_a$odDG70wV0lyoa++iCr75g^o!iQK&ZMkX_oFyQ5wCSVJIUT`d}d0`*hr1X3idj- z23lJ5zGeyNzfZ^L#>dB{1{=n1)h}-ch9W#`NajrH1^M7f+z^In1weQ`jx=VdA*ziM z;{NNXy>*Qp0f#)ITHc?{kfJ)qaa%ew;vql#R~bWciIe1KewUBy$Iq=+mbZTuI9_9! zsp;*fCXGGa2-$45&c~WfuXpa$epRtQB4pYmeUD3$?M;LxY}SGuS2wK_?AFMLHI!KgpN{5dx6GQcHxzHgJhFOio?ZC=kk%h`N_>r=X8@LEQSeU<@!D& z0+Q1j50oEt9IeB~cWr3JV2+#m2TQv;pauG8cuMES&#ggGfmR_4_mL&*-fD z$E?d$D5{NkRcH}%|LXos58VA=qy)xsZH*-Cn>s$BG&bA_me>y|BpH-yR|bm+cB*yH9e6R1Y|~k!$p#*j=3)zNNC( zdB20~zPi4g45YrjsgqAmmrpoFA-;_~>+}*kgZw>7&&VhhwrM){^n0}-b2!D!j+h)+Xp~Z>W1r>y+Z?!U+LFGy=nOlx z;K~6zuo@9rz(!*~B%?dP__n-M$|+jPmw$R_u4zmaZFm;>Np$koa!d za+vwm?qyz&Y7!?6ObbNbv1-d9T6z|2ve9#kW3tC+l*zU@*}qAo z5|jdT9lM6`O}doS-~r_+!HmO6r6r`~8J%2*5nVv7`h%q+lkJSRcDB()2^)Xtx~+Ju zrnL1>`*t9ir{H=})QvqDGG5qlst>2!zKyE?OMr&v$?&u_bx?JSix~0)FS18w#9^5D ziQ}A~w)m!|@Mguxpahg3qYJz#Bi0y7$S;8N;BUfp$CqSIsHy;^tla7lJ~a93n)-dG z^3d1xYj)2(-e>csf9=unwQ%Ef{9?dFu0`AX4~O~5s`Dmm&ckfMrC((6GAFpi(1yPY zr3YiXQKceqV>#|4C)2$!dCJm%>2jFts5?^(h2@)VDrXhW4+WT!6~Br88lpatl<@*4 zy!AA%e>08W4LS|e`Z%7yTVE}$<|)YZVf*lD$$de|Vyd~Nh@@hpYJ-Kj%Dxiu><*xH z4{P{RgIMojY>a_u{B4AJ=llpfGj_va(=lsH=xcVH@7kZ=MeqLgQep{ z*Fo1;2Z-SoH5};BhK8!-K|m68wq4^VOra8yyBC=n3DHp zTWvb|kZs4YT9)vnLVSn1=kf!6LVT<6V>Q4eqhFQ_4cTc`%v4djif$qQ{nu?o!LuZb zDM&?X<`^`f>_WatEv~B;$&Snt>h%LDPEANlt+L*G%!hxXQ)M}}@zPzoSEB;3Pu0&W z%OW-1Y5jbP6yMNN@th>R#`|%}n$!H9BF8?;U_GrS{C}?CPJMD&N>Yl*D^j357WIKc zB(n)lrT|wXcU08qipEn>XEGz-5vmqR+Eo-N{2;FKz05_?F(lvqSWO z!~VfMFt@qWVG9|l*bpN;0LTjBvN<&R99esjek8`m2&E{9?c>6eYf1E^jxE*plF_xJ z$m@~aeiZ$vwkm}6shH)v@HsI*yT>iz`QrckHT#_9}(pJ zvHi~eU{bmvCy@xW2J;_+uG1NibTnO{)$7#KFH5+W7)Qc<$8c6*qpDEB(So49+LKLj zTu1IGXZISV!1K#xLr*qS@d%~=Zm00c30s3zbXXy3LeaPana*Fv)@`!QJRj%X&?u9^ zM3+zwjeKE+%59I{0@gZ0&Vw!e3ZI_{n=Jz_3^76!%EhM9%2)W{;`(A>}Q4dco7FFQiLLWCVZeyp={o@1{H+9 zPL0!18?G`GDLkMYJE&}Xbg4IUQz9}5Qx==wKxNI0OwO$E3?!qm$3fu*C~OWd#XlTU zI%^Z_LgEWyKii%}s39Lma%%~eAlO($LqXT4afcacBb*?7voD{`EuTX-ojh)r%+Iv% zLPn#lZkl6l(2QYim}{2{!XoRmMH9E{7bl#;=*^o7+^$tuK(Z_)G-XBfTB^@;P39lrcePE0&tO|0zs5cn$KBP@3%uTp z;@DU1t@9gxIXEYaK0aPp?FhX3^%?m7reN8Br=P5NE`QoeH+>?aQ}(h(Aj~WWsw!@G z5f<*dYIZMuKII4HhvNXxI<0(ln?=e`AqxV$(z6F=BB)QV#02cz>z6L9et69RXG8x+ zRlzZYSC??DluldE*_ut1CnPO|Na!1Dao57T3GOi^ZC; zx!X5i?hYR*1VRRp^HovPI)07sjwP}HJAu!4=u60nZ(-e~d60>@!lF@dK0}YOW#6LS z0}jrKsQ#v-C$GEpHN5pvU-!iN{~5RKX?*OEjZ+QoYuh!UQ{Zdks%7*87_WwcfQQB{8l)Sk8)&6`!)24Z=H;Z$R;t%?>ZH9c#m6eUoVZP4PqydNzQ2y~~ zgVPNswA74<1&1OfO2(y%X|v)?UVc?XO_FR(T09!BCQ@FTypmomuUs=Ed7%Bhgt_vp z<8Iw|BVPLn85>nMXJb6I1#bCGe*Lk@7s}2A~%kXYff$%prgCRUgG$FmGzbZarNBVFfzDPthl?o7K*zTcXxLR z3@*hALm8|Tr^w*$uEpK0c=6))(cb5M?sJ}R=1;Qrm6bi&$9=5aNGeAW+)|!%Jq)=I1M{gw6 zy*myGmaa9hx~>FB#su8NyQb6Nwh9ssKmt@fpX_PGs zT>pjn91e;L07sOGyxN9su>X&`e91Q_q(ypj_kr`0Q-#2DzbfV~B%83Sz#?`&>C=$& zeNjKjUOJt@P?3)nkg%(PG^ilqQO2qIirqA)I;(<1l;{{mSo31c^-#K;C3Io^n z6W?O)l8_wr7*V0&N4JW&lO8;`cOR9+BD&lh&@#f^<;# zHecek4&34R*lKELx0gG)m!DrZvP?_q_SvW1J5n13HpCqxV#$O=L2~73{7uMt8Q9g; z+Td76z}Mc@{$6wSwG2c%0m=4k1GV~=pidTQeG;b2mZ*yQ!lDh&O^Uz`Uhq(zXId?e z+tQn+<-E#>1R1vB81@S-BTv2lMKc~UNX$}mDouUX?Vhd~5&Zgp{Mruey>62NGnVJ~tlz|!GCQlYy>9a}!O%EL7q8pG;VXTSzuELO zVvoFGFc@({hZxlu4eTmZHM>!1X=mA$mFF@ehPfo7`h@Z4z}%&C;&7<=R6>gvUwcx& zD<^1DLUmY)%3MIZQ~e-nnf$vr)R?HGg?DhXZ!nUe(4)VTrL9qFjgBkR+cJWrK6k zDU)o6uV}w6p(o`e8}8xilPSL9O<5(q`mqdBOLyTMt}(C!EMlSXug-Rs5yjh|_mzOE zSRY7(TwjL1VRKpnPzs^Z87fxK&fJqV4pAq#I$+n zW`+)}%iq30b*(W@wvpe$AFD4mg>0X>m(D06W3E42Jh@C}{)&D>%lJ7<#8ms;RI*=` z32|;v&vD#s)X?8~W~ZJPg6fi&5bsr? z;3oU$zK|$%$02+RWkV|ZSZPBY{BBl<=`$>}C9BMg1}YqXlF`$(RCC0 zy2maB1?Ny7pl`j~fA`MtgD5{fT&0G-AMIP0&-`T-mYa-C8CJjJAg;-*g^r=oDTGf; zf}V+I9@a=_n`P(B#sSkPt?kh)ED>$#*?1KtJsH4*_Ngm}?;O8ySwM2_sqsupWi}FV z2wEO{B;Q^z^)WbPiOu`t*jTLt=!_d}YI4R4Tv1kX# z&pBitOGA4@4HJEh>pDhL0s>2(br+^c`Q)kM1ax+?tUr$@+sD+qD^Yc!328l96~@|J zH%tN}29+)|)tH;?t{cqshFRr&7v==;(CB(jYoDK>MDf9UB7AQ)5(*(Vh7l+AUY9?X z-G~=)8UbJUEWiBV^Na#Ee5u`Hr9uz0hRd9~@~A+Oucd3hdRG?py%p#zRQXr|CgEC)u0>x3GSYLkInJCmtPDX4;j>?j;C5R>$!a! ziq4&Li;d}!9mnX+UYh-A!}oU;DqZF4_YhgTg4&+0d(D{L>}}aYdko)RT3!Tc3ce)G zZal@GD>t=AH50jaNoS7SkueWBcbqSoI3vWQ12BS4&~13DsG)N-jofkY8sm_M<-F?w z2fa`)tw$U-V0+0B3SVhbcLf^@{-|AE-w*1FllW5^{A8_8{UufStg0JQ7!9lxmT~K=@U&qFzRzoTz8K6x!~Nj*PtUTSDp;%0AIj?MF{mWh^$ z9v7zvne0)Z_jQ8v8gFO{p6G@a=1CCR9QxUWA>t(JJ@ARw_%m{Y^I-)0e#UHTH;mI= ztFg-?(?Yq8=vix{@n%xfuJ3d5-qB*&k0GhAY)su@yxmBBF#YSS!-aKo=|wvB{I*@O zet!0{*6baR5qKAZUyn||4gO$=`FNJJcb6TEFwFT@c z@`h61;R-0??38X_zIGPqIod^=>Om60bXLKgEf|~LY{@jce=7X0K}opr+qt|^mk4?+ zrmFwv^#BH{o9>}H_I26IzJ!k+mwh{=$L#^{J1*4)m_!-}rjdSmI4Qi3c2{y$#^YfL zVj7l`pO0^IEI)iK_tZgi2bE7~7~1dOjo8t-`tOe|r?!Il$M?GwJ@4qF0-a z!%nsodOn9`yHLeDh(<6<&!%5We@DvQin|VKcC#?wcS}O)1GF~Vg=^I@+9~=`kBY4% z9B#e0Q{F^23i%wmhtKme>bWm8*S+r_)_EYlnoWJVz0I(>{B#T6`6{+B-qzLKh|4=nr6pF7QUu?|6Hd z2X}g0DC25&f&OCtxDfUw^kV#>V(aPeiP;svnHu?9e?7Sb2CX{%+NrR`fEbv=TYV>4 zqnhp<3#t7#%#4gA4L&XOchhJQ-+1|p!3NA(4p<^xW&+FhXQwF27NM6gF~^b>#Ai)i zx`+#bkMQ~Z9#$bAD6X_aaZ;Sv6x3nk*Orm9yW~(<3N_a4c%v1h?3CB*{#vQT z7Cv|RD>S3ixJ{1E?{Cy7Ngg;6ZR8TV7?yb>YxKmvZ7y2_+m~{?eV~z-<`f(;9yKis z^)YbfW8;kKuZXZ|Ei*+VtD}7CvE24kU>7S}6z?PlD5Ev>{2V`zvRaL!*gkEw*)^y8 z)_vOyK9z|asB4Dq%wCn_^HjDV=K9&s){B~7bxUUO#@N|qAz*q0C4o(0cp>QmzF$1^ zX2h;pLaA=~$-u6=3RCgayvXeNlGB@z4l(;yRC$%{OUBVmKpMQQhk(GTp#i`ah+){T zd-}M=d2r{-t31$tYK?y&=-H6uhq`}06Z>@DbGjb*cs77PIDcrCuqj3+wqBb_!)8jE zr-p~H?J+}iXEP;%uRA65tyj$%I~*}i=HQM$j0Z96e3E=m5*KX^w|-?KPX;cs-}nW zo_%~If@e>B`67gLMvBC+CWLGzPOzD_fOIBKsQH}E0~B9A>?Y$e9q)9Hv|5&zK{Bso zL8@<_llwdB0?)QMTxfOcAWkvV6kbnRb|)8jcSr_*F3Zz_R;aKLZ`vr34VMNV9A8ki(N&PSdJ}| z9Z0)tgwx^kgJuHW9a!5XEJlCPb{lr*&VjM<`D%*;EJpMrZ_E#UZ(lMiPbIZO{15Q5 zG1T`{$i#?pYKQ#ayhW(Mr_bQ7uH&#f`(6VWM|KsyRGIgwQqQ*Q&w_t-)S&O`rr!U* z{80zkk&$~e8xN&>{)*6NOOLDP$BFA#pnqPq;YwnMs=sfFzoYV+F(A5zJB8;nC=^{2 zwG3aGRM4aSx|;s#r!yTL#<6G|yj;ZRGOGwr-4))`Vt5zi)x(mk6R|zfm7;V--7$~Th7g#7&1y}&sAQylP z%GyK)Wv$bKj8|v=q-(O)5nz!7b2e#p0Z^~r2C^JR;E~fZFG0i$#)1gqlCxB&co!|1qp%#m_>3wxoqIgP)7x6%HW*Hz4! zXxo$(r8y|9F!QFGde**I>>i>knCsJB(N_ zla&rV46Eh!5Ut_9*gczl;mghAsmS5UL<;9I>}2@P}!5( z{ZRV>_og|Vi|rydO*^+~FZMva?(Qq!RagY^3jEhwi29gk*v^&4X|~Nj=l+#`(#uxrOI%#LZ3C)BAZB*jpAd3pY{ir zOm$hmdVi4ZCwY@=7sD6@FCWT-qh;xxtN|1W4M+v;7@XX#5=?&8$$POJ$s4=4^D~v< zEA=lqGHa_WFMVIDInYw^7%|aImPZ|n{ku1Sh_thrESEfZLh*^`B7Dy`hroT zsTT*M$E2!Vt!WzSnvzodJ4&0OWUASM238k6VuB1pRie{m`h0F4DH>%`*n1CdAw}R8 ztDBz5NQ8(Gs%&iNtq*UQ>-bz}3d!kf?67H&vW30Lh_r}M2sJW{KczmbzSmR@g(?FS zF&S;71KR5e5eac}m@qDXuJ9f#y2f(Ai(=6sIG_n@biXm2yAyRM{pGe6CcnFa%WYZO zJUHW#>;AJ{vDs=;t5(PBZhY)25{NVrdvBJ+3H(9GHtQ-?ddoy%8X}|iGaP`8ku*6& zB$d}0V+9pgVMQ%gbFjX;NvEN1X;iKIT)F$pizRMZ1>z>jFaVb~dtyPsW=;k;WXJ7q z6S6~QyS)UJ_kLxnX`aieIzQ5D&PcFq0bbj96_K4-%GsLQW0P-HaDR!@6 z#aEf@a~KA7%t{qbjI+i)WoPj@6!G_-dwA_A(NbJ*;9#BFaViN14H6_kLs^7)n=;j2 z$d8`XP2OLPh;{@#U7Wr(n-y-p>=5)cKv_)57C01q)u`>;Uj{3aZivHTl z6|m_OR?(lh1T4V_3Qgv6*I~P(I&$KM3iK{wxJ;hUH5!hoWnCUgT%Y+y;C#5Uk}#uO z%a@MEGJ_uvg`JCunUOKN(p;1V;SDUmDz)xfpWO8_56R~q@^&a8^bEE)&v(wP^TzKU zasCq@jJ(^v9~T7+1!ar^BF~`&avc+B$wL;ypnGCh(lI-+-KAUT$KB^HTv)DJ4P)=U#pGE=4;7O)Et<)m0)ub zd*C1Ei5NX2X;t2XKG_7hmXbAFTw~|rHgxz6zAYw<$l(iZjKO8X8o*UtQSCv5@lvI2 zgr>I6-if2^z4m#kNn-K^LROk@uIj{VYx$4;*ld8cR!)QV^GKvD9Y@VR)%vBw^ z%TckClM)5KS?kJ;UaWVU=5%KMU_bxp@imW&Mb`@a$<3LsDSS=|xP>%rWqBRj7+g!X z7Xbr&Ti;E)^3rI>&t4Ndx%Gw?+xa`y>91=O1>K1 z6ddo*U~v-Y3X!XV;Q3vYm6cRTn^s+1g>~XFA*&Nn-|2R~X#8|n=P8}qmW*8U@9FnT zmk7T6!@IsyL^~s*%`(|xs%Q{d<d2x}TkV zs0)0!-&0v{2R?hkLz)XqgEtC0W(tpUAi0>b>9l!)ctwGP(oJM6NmZibG7_R>=(+R? z+rGR(mk9RVHtO_Shc(8-<<%&8bajSOC^WS?88PA?91{s-&(r7`zL&n)q~`r%7gPcaa!40@>Q1cCeYGJ9!;EL+3u%}nfWR5_M-Qn0s2Y` zxIhbAGe~EHkoV)S19kY76HtLn%ijYjMYApg_M(KH*PIAZ=b~cLlM;7~P?>{ds{CyOo*Asi|>$ld}`+q`Litp6`nI9Ozv<;Tk+>g1gDh5M}1n<#|1b)mYVF``|32 zzB{7~6VcByb+|L4pW=Fjk~p(RWx~((9?o5A%uV;@vQCDjl)_^zhPZ^~e7FY2SdL02 z^eewNCq{xZ*AnHGb4t6=TAMyv7G*ZsJ+C8lg;cq9ag99jX%o8CGXt!A)oyDGF`T@}g9>8= z);>T!w!DRmH(QQmd7;gY+KZ--t)<2@Hx1d;&1S5W%%OHu;JMK@5TxN3lJ%pO|LRkf z;i0^a)Ex;X-fLtPg^`0Uu|ryWPl1JC1;o8ZmU=^p#sUwQcnI%y`|t+Ht~zV*F8lM_ zn2(p4SsiRO`!~#9IRGbi=E!Y+{{ev9De5x*R+%~zZ-7;z_SEWtHME@jR<)s zKZ+uHQGvV+a;+jE3WrQ&y|G*^p1i-C?&$D;{=NP>S#k&T3bxxn74mJ9VgJ?#?|{_bfIrB@Y8i$#ruI5*gu9c_cw znTC6)cou%i98VE+fBRn_G12cQuR1|@bn{RPF>fdLRy$~pL{-7`7a>bg? z74T?ax_>>gkSpMXm8x7)6=DX1{LOVjL@DSq7!P^)%KCx+^+nW(__vjuUt0-Sre)}~%#IpJRw;zI zR&%uAsxD-s-m5H(x=)sJ4OIf+mbR1wB{MIwXU{LiPlIBUAocbwIRqDGLpXBh53=d+ z1lM?R9HTz)Sevs6@B2noCTa7uy#1&R4*%vOYx{#yQGm+aSti+A*!Sf`HWmk>d=_89 z14E`5cebE!%OVYYpFNCgTPe5^!p^VnwrGM@aY6f?`Wd;Mh)}X^jorp&v~|p=y)TOm z>?vo}YQPtEFc(dYV;^MIA#3A4sLBSD?HH@p_!Is+y8aF`#skJ^?kv_JEUX?a2E?8jrj zsa-423N-fF9&(&Xj;iaYP3BN!p{gYElFSR{JW*>2nI}I^~n`W}@LO&wWxw+_( zb|ZXXHKI}W@h!#N4jSlm-W0K^O&w*_Qi(qOy(H1%i&{vf;LK%o{DWq`QjdaEtpMLo zCOQCX*Rz)q`_O%WsQmU!!nDJQ^;6m2O^iz_P$j08k9k+r;G-s#<~$n1VMZPG zp8fIbne+LCUo}D&B{mO-$PqtIluvGO2w`@MUR-|DjW*Om9#b+D9#sI6`Rdv&((aBB zDl~TO^e>)J@I6>sY!K*9G*j+7tQv@J)2tz|u^V(=mCh^#F1Rm_f#~1UpI<5LnqJye81j{O1GESl+7j3)$MQ(;D$D$uFMj+GTbM{2r~p?vwR zI$3h-LBBKktu`fG#W5g4*}-}jUPE@gvvQWGnT}e*#;L9=y_F5sU#D2OZ_D4@KEH}= zZRHc-k-~%K;=5UPi)j4NKa86-i(U5Y)ec~X@MrwgV79D41NYwp!vmCRIXxthqy_a@ z6UEkzsBLLB;S2kI>We&A$XjR*z17I>b2scZ-&bdtM7|6N1!S7kRaMDM>^8>srX=DP zEBrEWNYB7;l^ocBE2PK|1QGT;Brba;hRFdFRod=^6Iev${7gVr%kC}h@ zbE00Isz`P9Be3P_eDkJgAW~FjU$bVR3sK|Hpu}mxuk3h^fy?Np$TqPaJUV{kdr5x)s;U-C%hxsN--p03?tL9z0j^(Jg zZvp=36dBo+1}NbE}qx z+%E9{zLTj#Wx~#1O(EXce_QKa`z9=qNZ_n$2maM;ib8iC#dm_5Q$C!^p?iMZOkdnm z%c{|p(f#<2j@W9VPT-REA$`ezJyueX3M8yh>?+EZb#sxsR>wN3@U=)RfSbqKYmBe% znBHsKguA^iLV~aUQ7sCxyh&fJ8ijBUMG+Qx-t1`q))#5b^LWnL_~rg!dAi*eNk|nh$h)zjuGqh4E?vIcI(I*mtR{d`fp2t z9D3d%4n=)X{!dBMI)Uu55aV7oqTm5!*U|gmpCuuEJ zJ7mMkh?vKK#U9wMEWb7}{H``h4V_@NMTokJt!tSx+R3}Q@W%okDfttOa6*c0*$#Cm z0-qc;Z>$|gw2r-ox_nag<_=5Vhx&`-iZX)~K1I*Ar8RbzXqpn~eW2BojANnGCB!Z@ zp?RH8iE{~}LtBA~<>*~5v2}ehpFF;=Y@>F?Zud?4=*Ze3@9OcbeT{Fh?{D=3O`gW0 zlZ7~;hG^O12y`Q!?VTMLzP(@gi8nNN@t<= z3IkNk{+#8w=p)^BN6=F*E>Qa{`R8PFka$~ZDg(Ykl}fRlv&IJu`ohxnuGAMKXB5{r zb6N3C{9z~7eE9>X26x!}A$iM8scg8y1ioF~hM?{Zdyd zrA~NnWuXDhtDRj?GEej+H{C1d!gXKYOC^hh-kT{aY(}_fhXV1lqrg)TdvORJJp<2# zV{m1rsE#r~Xt`pYmcHI)(SwQdS4YbU;U_mMSB1Ps&C=E<=VX!t6-{k>^A5j8-u zXOGs-l#bMwRe#pLjS^YTX4#YXzbg2|X|7!1xwE2e<>dlplN-+zExPu=$91le6s^_L znT?#cN?LeQ6kLIs_%xnmqa*T_j2u7*#85u&CSUWL`>YjIqQvazK~5#J5<|!878zHy z<=}+=@FI@vZ)l@LOnY*cLKw#r8EnA*eg~__2%(!Qj;v8w*gGFWWh`+YJksG5g>iQR z!*#o-^QUjdf&MSvL3*0t-E63ty`-4t0!JN~ctzSurPPQw<{>NLn`15}vH0!Q%)$en zMIaYpPm|~OWIy96rDx^(on77GLssaD$aS%+LhzYf@o;qmGR;!@U@a{ZzrPW{O^u#? zJD8I1b{B?0Wg*Zg_a+w7R5Cf-%U1B>qO^#wZse?)Xd$mrbf}j0^Tso-mUil97x7?A z^v_Zh2^u5nXVEM3O97b-3c)2|2~|3PvIiM}T*RZL^DXH)EQy~ktbX0%!y+UWZqPV7 z4U9c#p3tJJ6Y|kmwNjW{t0Z6gU2K81&GL18!*BfauuQn^!UmKJ>Ii(Z7#Y>gJ-gs+ zHAjU4;Y&Z{qUPU_HcT;x-$Ke80tiM$j? zg6Zs>m8ApRlb@{!R3+I~O>pKFnMe7QAro9ki6&1_YDu`9Ssc z995l!k2kGZ9nLib*UW1Q^d3Df?-|GBT^RWhY9i2=$U{;`0H);B{?D_Q7(YG|An`Y2MJ#f$*t})t*J)^c~Q#GVG0?V_<%# zzeL6*C-zM&^IH}qzlLH_;f=r6Aa|I3y5cI_-5<6svLP0YgGDF)q|{EeQ5xQY#sA~s?K)dW;N2c-lU-!Hd5Ao)z=KbMNRHx_Ic}SzSUBy< zG!czXD|n|5Nbr$aN2qa+Bpon^Js^C1wD}-ww%lwy(oXR^Plm-*31tY^_$Vf1-q85~ z={ZfdtJslkleQjh6E9;+5V6~YJ@%;)gyerDa|FQ(wB3qK9BR-paCS_ZxqjiPQGmH$ zXO)SkrM+(dmi378cb5N-B^I*$ItD#aL8gOLAlo0fKr-wPg_L4iuMxm`;x}tbKQL#b z+v;;BX5|AQs{;q1-!&2@@Tm+n1$_Lj@5sKL5(Ddfulx)(YAMCF%HHa%eX*yQ!YM0D ze+a$`Oj(W&&+k@>X0RXZT*9<%Yk$51Yqzr5`iAm36l0ojS0^CMi8HKu6YDa|#_iy4 z=Lb8x18MEbHZ)g+3Oc_*wG_smHdkqEmsHhn_X%t-`WxX|{P<+4L^vCQC|(8g?55_r zm~-wv(MXPM@?(D>c_u=lo;)^P^HY+k#@HMl=eZf2vG5TgHGN^NBwBgSwhAHySurtM zCYvBVv5wO;X&gXtU#$DYdYinC#C3mssGMCg1GLe{8CeWmh)A2avLww6-Mm?)I;q&p zon!ePItPoQxUz37a|4a^q4sNEdxOqORul^!=*^@uU+|@g`d3Yb6Mm8og*`DGXRwis z!3B|)fAV+J}cqwe^Vv=#d83x2uW$>FKrJDcWmkH7QI2>%ku!l751rv8l$@|!`K z&IjJ;ly+V{E@0@Rsk2?c-pEGdrQgg7n(s&_JVUY2XTL>b4)MHTVg6!Q!ke6mUk*fN zfbPOM5~qrL3S8@}vXM3~q3$w!nOc&oJW1&R#C~1~%fd84J3fo4h`MJhw?La>`VBJ{arAR@c;2x;PAE7(7-d^BhPa z*Db}OX0)RxbIKNx;0hne^T)WisKOQ#+Suw}J+bU1D$4 z+p8SxdJKFPm9a&mY40XT6P|j}>0IqF z20&TIeFyY!eY3#vpw;Rxf|u|MUt9EENB2!bh4FJsryh@z_nWY<&(bBwZ}dJPV-Hnx zU(3i@SsSG;Z}J~6_6W!S5=QQJNv7#hgStX6Z>=;&G%JSylUKv%Q4-2qJry(&X%`I) zam&`$zLJc+!|KwtEFV{mJ`VQ|zj{7xauIKC^Ekp*J<^lVdU!W`AfeDl^ut-(DsE=? zmN1PKeg5GXdoglCok6PrZY;N^&`h5(p0*lPCz!P0ke)vcGU=)bd~Fw& z?8q9AiA^|i(7ljvkfz30gzeD7i93YwMC#a6Yn$}jt;1bVlG>WI4FlZGsL^Wk38q~n|{k$an zVTxp`#a+Xu3v119_OfI*ckCVghuMt;*A7o-rpbGUtkGPQHr_(Prt3V%UnZn+l7#To zPKMNK^7I8ap&`*^_uOdu&J1u^z>b2&%ci;+KuXV+UnaE*566*(m;ol$qfXFei1l@+x`&K(rF6Fay&0L^?^bo%k@ zf z*;inP(0@9%){LS2h9|y&U&DQ#_}QipF!R`4(I>)C(cs<@>j3)2pUWNX??xU=CXLXw zfXvLedfl6IdUI8S`%GJI3jE~~O2Udhm3rG{+6s^kF=Jf9+AJD+Ah?}7DY_^_dH zPB<9Px3V3lA^)_Gd+{f;bPmsr<}d0S-U?s69p~MO)3X$hk@?6rY)>w~nH5yAdIG?DmRIeb`FAD801*3R3ms7< zvncQk2lrYxZ4OvBbQ@^&OYN%3H_iUlbTv)`Vi*6G;Y?i8PRBP8Cp#l!0k09CH)84g zK+by2ezVfpX^E>SN=W!IP{i%^6_peQI%pCi1@#ty=sm{=Kns0pg7VS?+a8$?BU*3A znX-jy^+bX9H{kJa&qCsmB^jV@`0SqeL3wyeHIz(550INO&te~)<7=}=X8*|@H}a}2 zfvO-O?Oq<#F4?|`;2?Da-@*FjGkW|1e#2SypatZx>D|y_b<5aCrKiM^Le^h#q*i7h z5gKB+6^98PlBw0ev?fR2Qs$@wtsWzbKA-Bi*HufYFY$OaIGamgTBrDja&H>!vZ!g`{#xA|AJa-KvVG0HF1;h(4fePnT92L030+Z z6O0VDtOQ^-gq6V1!h;{G0hnNGT>wUdg%uzJ0Ot8m{z4z1f!t7139~2Ipz{$1n+>e| z5e7N(wUUu$#Q$Car&qk5f7Shy)1={m z0dU9xK6tJApZY3~VCe3_6Z8ONt{jiWk&Ikb+i|X06&*33XfM_nx&qb!vSJ46nvdFVt>o-A1 zAzYQiw&u$bqRc?UfF0DlT0O5Z@t%gDN2lkz=^yhd@L4YaX#k%6;+bb`J08p|p#T;`JF;QWBwXMOS(&?h*xAGRSw33Gs(w*DB&Y7 z5GeyAND@>sPCYu5NfNxe?%;adeG-X^(mjRfCy=`KON@>@Q4(Kly@!!=h3D~lr1qzx zQ|?1K86N?Wk&Ejm1Ho@W>%%4T46bWVy=Kng+l)zJK)nOYpwo5hQ~AjJRBTR z(7?WGgMBW53mTa3t|74;Je)<0sD-mG?zSAFq?gp_w7yom+Kd+A?0xgHp3tIDeW$EF ziC3mkH-x2x_^C5WkFjQKQl=@2O!cQQUy^oRF!6C$j<4%SP;^A}Qg;S~sM07n24;w# zHl5h9)tR7Q*+I-542VS9DydI@_`Jm9)OfpT-^oD1RR-*G9}*cLVRw?I6eKSoNF1$z z_yyq*Fix1X_HgIi{=71&Ygw9LvQ~yXwg;EaS~9Ivefv626MvJWMB#oWy|zV(*Sa0}Jrv@#;%HmW5o$bBv;A zU?_f8OBGHx*4N_aa|_X4?h9Zh68f2@a5`1dTwdO9 zd`c)~Y%EHqvvPW;g5mk^G9MXg{+998K;6`U@(sWa4YY@ql1ii;%+ZDIJs2yI8tAqd z`aDy%SV6`@7vJ`_uerznoa*jOQaC!_+c})_W2G{oNKAi^nxt5fv}{|3)UpLfV|3J| z0ZMsngsuk^{%Y0uxBaDb>@x5MqPz`XjN9pmEpZEXWJn7|3Xc}2Im!t~ZOej1n&M_x zeg&Kj8PGUZ8bq)rYy)kk${V5v;a`0K;^NXm?%l_SawJ8h-_XnViBuMK(jpB*$7OIU z#qKdC!c}4wW&{OtY4Lmc^0XJY#vKIcGN!pD#8-V$gt*dP{-kf^740mKo5|{Tq`Zei ze?Xa}tR3I27|RIh7oln1O*v&|a~~-0Fd*L}22RH%!BjF3l3_jB2|rg}5>6E0!2GWI zbfB!LUD}jnNuNo+ns3lWEMopv8yzA*w~y^}MLK7oXL0i6flFi+M%1-+?(^{@i-mSK(-Y0&DdtDUAzPDs6W15dv&v`TJtM!UMBQ|R+jk}k7lPhP6qTtP%`Ihr>5UE5^J$9oD?375k>Lvcd2hZmN z5M5i~NGuL!_F{J;L58VdJ6$Ulh{RPa;*;62QgA{e(2 zKu7%V0fo^2g;ezb>%1bsHU$7e7~U@+F%SVb^EC|y7QPDFQeOp>;I={lBMisaKNmqi zUMCrpA^;}we|9`@LP1gdpV|RApx{|5Fir96e867*s;2Whc(W8h{Thjh40eG0KWTsQ zUnv-`9Ka3pqvW5A%b(0tDHyr}Km#6mElm8Mh)wkWu4l0ftX2#l1^+Ap;1d5EZS~(U z*Q$SDT;Bn>f9?kroKg-zhvBdLQ;8_?f1*GBfBHr1|0y{6T9Ei(5B7iSS8DzT_UhEe zCH~ii``@s*jz2Ii;(wh~|Bd+F{Z|nPvjy&N;}QSsq4{qpRsTPAqLuvl>Hl$0{5MQv zg^}IZpfoD=h)w5&vrj`ES^VnSWppB>;99=Y@YB*y~aX6C6|y zKqmfoE%o2G;ko!v!H_>sz#sD3BZSvL@7GxWcBH>u1UdtJ4gt`-a-M&B*FXIxXXBqb zUfB;fOws0_j1CNB>#q;JESBJh ziq}yVRP$PIVg?Mj)Av;=%^#&Ae?*r}Fkp21SCLE2tLT+%5yBP>!hp|qU~&IJy>cx= z*en!SP}ffa@c5r5f8|{NyV4DNSnyaCKonLv0~U-~{d!lgbc_&o_$w?p`v?XXtocgL zi2fyGP*7O^{*c!cA$Y9@@DBO{Oi~LFgU$jQ)dHxQ{!aa`+%4pF#`?eT+bjT-g|oS; zo3o2Mo4K=_C77ZZfFt>z>FqVr1M~mr2j={*0;Vo5e_|n372x3ifcRd&Sg-K){MUsz G)c*$q#SM4> From 906924781027a65411ec044188bf07dcec04acd4 Mon Sep 17 00:00:00 2001 From: Tuhin Sharma Date: Mon, 2 Jun 2025 22:07:15 +0530 Subject: [PATCH 53/76] DOC: fix ES01 for pandas.plotting.autocorrelation_plot (#61526) * DOC: fix ES01 for pandas.plotting.autocorrelation_plot * fixed plot type description in extended summary * fixed plot type description in extended summary Co-authored-by: datapythonista --------- Co-authored-by: datapythonista --- pandas/plotting/_misc.py | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/pandas/plotting/_misc.py b/pandas/plotting/_misc.py index 6b2b89ee2618c..0f2d824f37ffc 100644 --- a/pandas/plotting/_misc.py +++ b/pandas/plotting/_misc.py @@ -633,6 +633,15 @@ def autocorrelation_plot(series: Series, ax: Axes | None = None, **kwargs) -> Ax """ Autocorrelation plot for time series. + This method generates an autocorrelation plot for a given time series, + which helps to identify any periodic structure or correlation within the + data across various lags. It shows the correlation of a time series with a + delayed copy of itself as a function of delay. Autocorrelation plots are useful for + checking randomness in a data set. If the data are random, the autocorrelations + should be near zero for any and all time-lag separations. If the data are not + random, then one or more of the autocorrelations will be significantly + non-zero. + Parameters ---------- series : Series From 279f597b9427c91edb29322c60e0533ee903c943 Mon Sep 17 00:00:00 2001 From: Abhinav <61010675+iabhi4@users.noreply.github.com> Date: Mon, 2 Jun 2025 09:45:44 -0700 Subject: [PATCH 54/76] BUG: Fix sorting by column named None in DataFrame.sort_values (GH#61512) (#61517) BUG: Allow sorting by column named None in DataFrame.sort_values (GH#61512) --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/generic.py | 6 +----- pandas/tests/frame/methods/test_sort_values.py | 7 +++++++ 3 files changed, 9 insertions(+), 5 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 21fc01655ddc0..37fe29b53e32f 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -891,6 +891,7 @@ Other - Bug in :meth:`DataFrame.query` which raised an exception when querying integer column names using backticks. (:issue:`60494`) - Bug in :meth:`DataFrame.shift` where passing a ``freq`` on a DataFrame with no columns did not shift the index correctly. (:issue:`60102`) - Bug in :meth:`DataFrame.sort_index` when passing ``axis="columns"`` and ``ignore_index=True`` and ``ascending=False`` not returning a :class:`RangeIndex` columns (:issue:`57293`) +- Bug in :meth:`DataFrame.sort_values` where sorting by a column explicitly named ``None`` raised a ``KeyError`` instead of sorting by the column as expected. (:issue:`61512`) - Bug in :meth:`DataFrame.transform` that was returning the wrong order unless the index was monotonically increasing. (:issue:`57069`) - Bug in :meth:`DataFrame.where` where using a non-bool type array in the function would return a ``ValueError`` instead of a ``TypeError`` (:issue:`56330`) - Bug in :meth:`Index.sort_values` when passing a key function that turns values into tuples, e.g. ``key=natsort.natsort_key``, would raise ``TypeError`` (:issue:`56081`) diff --git a/pandas/core/generic.py b/pandas/core/generic.py index 13585d7de6beb..8aae4609b1833 100644 --- a/pandas/core/generic.py +++ b/pandas/core/generic.py @@ -1645,11 +1645,7 @@ def _is_label_reference(self, key: Level, axis: Axis = 0) -> bool: axis_int = self._get_axis_number(axis) other_axes = (ax for ax in range(self._AXIS_LEN) if ax != axis_int) - return ( - key is not None - and is_hashable(key) - and any(key in self.axes[ax] for ax in other_axes) - ) + return is_hashable(key) and any(key in self.axes[ax] for ax in other_axes) @final def _is_label_or_level_reference(self, key: Level, axis: AxisInt = 0) -> bool: diff --git a/pandas/tests/frame/methods/test_sort_values.py b/pandas/tests/frame/methods/test_sort_values.py index e728526519e9d..9a628c2ee9f73 100644 --- a/pandas/tests/frame/methods/test_sort_values.py +++ b/pandas/tests/frame/methods/test_sort_values.py @@ -630,6 +630,13 @@ def test_sort_values_no_op_reset_index(self): expected = DataFrame({"A": [10, 20], "B": [1, 5]}) tm.assert_frame_equal(result, expected) + def test_sort_by_column_named_none(self): + # GH#61512 + df = DataFrame([[3, 1], [2, 2]], columns=[None, "C1"]) + result = df.sort_values(by=None) + expected = DataFrame([[2, 2], [3, 1]], columns=[None, "C1"], index=[1, 0]) + tm.assert_frame_equal(result, expected) + class TestDataFrameSortKey: # test key sorting (issue 27237) def test_sort_values_inplace_key(self, sort_by_key): From 4a0933689c19b89e84c7845adaadc42d48370dd4 Mon Sep 17 00:00:00 2001 From: stevenae Date: Mon, 2 Jun 2025 12:57:09 -0400 Subject: [PATCH 55/76] DOC: Improve lookup documentation (#61471) * Update indexing.rst Add pd_lookup_het() and pd_lookup_hom() * Update indexing.rst * address https://github.com/pandas-dev/pandas/pull/61471#pullrequestreview-2859035990 --- doc/source/user_guide/indexing.rst | 33 ++++++++++++++++++++++-------- 1 file changed, 25 insertions(+), 8 deletions(-) diff --git a/doc/source/user_guide/indexing.rst b/doc/source/user_guide/indexing.rst index 113cd9fdc6935..605f9501c5b23 100644 --- a/doc/source/user_guide/indexing.rst +++ b/doc/source/user_guide/indexing.rst @@ -1461,16 +1461,33 @@ Looking up values by index/column labels Sometimes you want to extract a set of values given a sequence of row labels and column labels, this can be achieved by ``pandas.factorize`` and NumPy indexing. -For instance: -.. ipython:: python +For heterogeneous column types, we subset columns to avoid unnecessary NumPy conversions: + +.. code-block:: python + + def pd_lookup_het(df, row_labels, col_labels): + rows = df.index.get_indexer(row_labels) + cols = df.columns.get_indexer(col_labels) + sub = df.take(np.unique(cols), axis=1) + sub = sub.take(np.unique(rows), axis=0) + rows = sub.index.get_indexer(row_labels) + values = sub.melt()["value"] + cols = sub.columns.get_indexer(col_labels) + flat_index = rows + cols * len(sub) + result = values[flat_index] + return result + +For homogeneous column types, it is fastest to skip column subsetting and go directly to NumPy: + +.. code-block:: python - df = pd.DataFrame({'col': ["A", "A", "B", "B"], - 'A': [80, 23, np.nan, 22], - 'B': [80, 55, 76, 67]}) - df - idx, cols = pd.factorize(df['col']) - df.reindex(cols, axis=1).to_numpy()[np.arange(len(df)), idx] + def pd_lookup_hom(df, row_labels, col_labels): + rows = df.index.get_indexer(row_labels) + df = df.loc[:, sorted(set(col_labels))] + cols = df.columns.get_indexer(col_labels) + result = df.to_numpy()[rows, cols] + return result Formerly this could be achieved with the dedicated ``DataFrame.lookup`` method which was deprecated in version 1.2.0 and removed in version 2.0.0. From 25e64629ec317fba2fc1c2834b20362fa6c1fd89 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Mon, 2 Jun 2025 10:02:23 -0700 Subject: [PATCH 56/76] [pre-commit.ci] pre-commit autoupdate (#61536) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit updates: - [github.com/astral-sh/ruff-pre-commit: v0.11.8 → v0.11.12](https://github.com/astral-sh/ruff-pre-commit/compare/v0.11.8...v0.11.12) - [github.com/asottile/pyupgrade: v3.19.1 → v3.20.0](https://github.com/asottile/pyupgrade/compare/v3.19.1...v3.20.0) - [github.com/pre-commit/mirrors-clang-format: v20.1.3 → v20.1.5](https://github.com/pre-commit/mirrors-clang-format/compare/v20.1.3...v20.1.5) - [github.com/trim21/pre-commit-mirror-meson: v1.8.0 → v1.8.1](https://github.com/trim21/pre-commit-mirror-meson/compare/v1.8.0...v1.8.1) Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- .pre-commit-config.yaml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index af93c7f6c76b9..b5856810b749e 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -19,7 +19,7 @@ ci: skip: [pyright, mypy] repos: - repo: https://github.com/astral-sh/ruff-pre-commit - rev: v0.11.8 + rev: v0.11.12 hooks: - id: ruff args: [--exit-non-zero-on-fix] @@ -74,7 +74,7 @@ repos: hooks: - id: isort - repo: https://github.com/asottile/pyupgrade - rev: v3.19.1 + rev: v3.20.0 hooks: - id: pyupgrade args: [--py310-plus] @@ -95,14 +95,14 @@ repos: - id: sphinx-lint args: ["--enable", "all", "--disable", "line-too-long"] - repo: https://github.com/pre-commit/mirrors-clang-format - rev: v20.1.3 + rev: v20.1.5 hooks: - id: clang-format files: ^pandas/_libs/src|^pandas/_libs/include args: [-i] types_or: [c, c++] - repo: https://github.com/trim21/pre-commit-mirror-meson - rev: v1.8.0 + rev: v1.8.1 hooks: - id: meson-fmt args: ['--inplace'] From 2cc6b1d416c0ccbe9b710befa4f4d8f6c8560ec5 Mon Sep 17 00:00:00 2001 From: Marco Edward Gorelli <33491632+MarcoGorelli@users.noreply.github.com> Date: Wed, 4 Jun 2025 13:31:37 +0200 Subject: [PATCH 57/76] DOC: Move PyCapsule whatsnew note from v3.0.0 to v2.3.0 (#61553) --- doc/source/whatsnew/v2.3.0.rst | 1 + doc/source/whatsnew/v3.0.0.rst | 1 - 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/doc/source/whatsnew/v2.3.0.rst b/doc/source/whatsnew/v2.3.0.rst index 1f170f4153fd0..a7f4c53b42f58 100644 --- a/doc/source/whatsnew/v2.3.0.rst +++ b/doc/source/whatsnew/v2.3.0.rst @@ -32,6 +32,7 @@ enhancement1 Other enhancements ^^^^^^^^^^^^^^^^^^ +- :meth:`pandas.api.interchange.from_dataframe` now uses the `PyCapsule Interface `_ if available, only falling back to the Dataframe Interchange Protocol if that fails (:issue:`60739`) - The semantics for the ``copy`` keyword in ``__array__`` methods (i.e. called when using ``np.array()`` or ``np.asarray()`` on pandas objects) has been updated to work correctly with NumPy >= 2 (:issue:`57739`) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 37fe29b53e32f..9100ce0cdc990 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -30,7 +30,6 @@ Other enhancements ^^^^^^^^^^^^^^^^^^ - :class:`pandas.api.typing.FrozenList` is available for typing the outputs of :attr:`MultiIndex.names`, :attr:`MultiIndex.codes` and :attr:`MultiIndex.levels` (:issue:`58237`) - :class:`pandas.api.typing.SASReader` is available for typing the output of :func:`read_sas` (:issue:`55689`) -- :meth:`pandas.api.interchange.from_dataframe` now uses the `PyCapsule Interface `_ if available, only falling back to the Dataframe Interchange Protocol if that fails (:issue:`60739`) - Added :meth:`.Styler.to_typst` to write Styler objects to file, buffer or string in Typst format (:issue:`57617`) - Added missing :meth:`pandas.Series.info` to API reference (:issue:`60926`) - :class:`pandas.api.typing.NoDefault` is available for typing ``no_default`` From cb8ac5e33ac292cad9641cd01e7283806e63e635 Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Wed, 4 Jun 2025 05:51:50 -0700 Subject: [PATCH 58/76] TST: Add error message for test_groupby_raises_category_on_category for quantile (#61549) --- pandas/tests/groupby/test_raises.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/tests/groupby/test_raises.py b/pandas/tests/groupby/test_raises.py index 864b9e5d55991..0012074b9f995 100644 --- a/pandas/tests/groupby/test_raises.py +++ b/pandas/tests/groupby/test_raises.py @@ -671,7 +671,7 @@ def test_groupby_raises_category_on_category( "nunique": (None, ""), "pct_change": (TypeError, "unsupported operand type"), "prod": (TypeError, "category type does not support prod operations"), - "quantile": (TypeError, ""), + "quantile": (TypeError, "No matching signature found"), "rank": (None, ""), "sem": ( TypeError, From 5c286b7ef9f63487169bed5a8fb5d31c00b9b1c3 Mon Sep 17 00:00:00 2001 From: Richard Shadrach <45562402+rhshadrach@users.noreply.github.com> Date: Wed, 4 Jun 2025 14:16:55 -0400 Subject: [PATCH 59/76] BUILD: Bump Cython to 3.1 (#61519) * BUILD: Bump Cython to 3.1 * Bump ci/deps * Change pins to <4.0 * Pin more below 4.0.0a0 --------- Co-authored-by: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> --- asv_bench/asv.conf.json | 2 +- ci/deps/actions-310-minimum_versions.yaml | 2 +- ci/deps/actions-310.yaml | 2 +- ci/deps/actions-311-downstream_compat.yaml | 2 +- ci/deps/actions-311-numpydev.yaml | 2 +- ci/deps/actions-311-pyarrownightly.yaml | 2 +- ci/deps/actions-311.yaml | 2 +- ci/deps/actions-312.yaml | 2 +- ci/deps/actions-313-freethreading.yaml | 3 +-- ci/deps/actions-313.yaml | 2 +- ci/deps/actions-pypy-39.yaml | 2 +- environment.yml | 2 +- pyproject.toml | 2 +- requirements-dev.txt | 2 +- 14 files changed, 14 insertions(+), 15 deletions(-) diff --git a/asv_bench/asv.conf.json b/asv_bench/asv.conf.json index 30c692115eab1..d286e57ce6b51 100644 --- a/asv_bench/asv.conf.json +++ b/asv_bench/asv.conf.json @@ -42,7 +42,7 @@ // followed by the pip installed packages). "matrix": { "pip+build": [], - "Cython": ["3.0"], + "Cython": [], "matplotlib": [], "sqlalchemy": [], "scipy": [], diff --git a/ci/deps/actions-310-minimum_versions.yaml b/ci/deps/actions-310-minimum_versions.yaml index f8522594f36f4..eaba29c2f796e 100644 --- a/ci/deps/actions-310-minimum_versions.yaml +++ b/ci/deps/actions-310-minimum_versions.yaml @@ -8,7 +8,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/ci/deps/actions-310.yaml b/ci/deps/actions-310.yaml index ea22bc411dedd..fbeabb56a62d0 100644 --- a/ci/deps/actions-310.yaml +++ b/ci/deps/actions-310.yaml @@ -6,7 +6,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/ci/deps/actions-311-downstream_compat.yaml b/ci/deps/actions-311-downstream_compat.yaml index e981be9891dec..07f865868573d 100644 --- a/ci/deps/actions-311-downstream_compat.yaml +++ b/ci/deps/actions-311-downstream_compat.yaml @@ -7,7 +7,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/ci/deps/actions-311-numpydev.yaml b/ci/deps/actions-311-numpydev.yaml index 325a6d45d74fd..99cbe0415b4f9 100644 --- a/ci/deps/actions-311-numpydev.yaml +++ b/ci/deps/actions-311-numpydev.yaml @@ -8,7 +8,7 @@ dependencies: - versioneer - meson=1.2.1 - meson-python=0.13.1 - - cython>=0.29.33 + - cython<4.0.0a0 # test dependencies - pytest>=7.3.2 diff --git a/ci/deps/actions-311-pyarrownightly.yaml b/ci/deps/actions-311-pyarrownightly.yaml index 2d3d11c294e12..da0cecda0fb46 100644 --- a/ci/deps/actions-311-pyarrownightly.yaml +++ b/ci/deps/actions-311-pyarrownightly.yaml @@ -7,7 +7,7 @@ dependencies: # build dependencies - versioneer - meson=1.2.1 - - cython>=0.29.33 + - cython<4.0.0a0 - meson-python=0.13.1 # test dependencies diff --git a/ci/deps/actions-311.yaml b/ci/deps/actions-311.yaml index f03d518fd22fb..9ab82d69504fb 100644 --- a/ci/deps/actions-311.yaml +++ b/ci/deps/actions-311.yaml @@ -6,7 +6,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/ci/deps/actions-312.yaml b/ci/deps/actions-312.yaml index 58c6c2ca3210c..d12fe4f7d6e49 100644 --- a/ci/deps/actions-312.yaml +++ b/ci/deps/actions-312.yaml @@ -6,7 +6,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/ci/deps/actions-313-freethreading.yaml b/ci/deps/actions-313-freethreading.yaml index d10c70bc1fbfb..14e3ade976b01 100644 --- a/ci/deps/actions-313-freethreading.yaml +++ b/ci/deps/actions-313-freethreading.yaml @@ -7,6 +7,7 @@ dependencies: # build dependencies - setuptools - versioneer + - cython<4.0.0a0 - meson=1.8.0 - meson-python=0.18.0 @@ -21,10 +22,8 @@ dependencies: # optional dependencies - hypothesis>=6.84.0 - # Move Cython to build dependencies, once they release a version that supports freethreading - pip: # No free-threaded coveragepy (with the C-extension) on conda-forge yet - pytest-cov - "tzdata>=2022.7" - "--extra-index-url https://pypi.anaconda.org/scientific-python-nightly-wheels/simple" - - "cython" diff --git a/ci/deps/actions-313.yaml b/ci/deps/actions-313.yaml index f94138a98e127..57ed0ea062398 100644 --- a/ci/deps/actions-313.yaml +++ b/ci/deps/actions-313.yaml @@ -6,7 +6,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/ci/deps/actions-pypy-39.yaml b/ci/deps/actions-pypy-39.yaml index 90933b24b88db..e0ddc6954e4a4 100644 --- a/ci/deps/actions-pypy-39.yaml +++ b/ci/deps/actions-pypy-39.yaml @@ -9,7 +9,7 @@ dependencies: # build dependencies - versioneer - - cython>=0.29.33 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/environment.yml b/environment.yml index 6300e32b5a1b5..8926c85143e2b 100644 --- a/environment.yml +++ b/environment.yml @@ -8,7 +8,7 @@ dependencies: # build dependencies - versioneer - - cython~=3.0.5 + - cython<4.0.0a0 - meson=1.2.1 - meson-python=0.13.1 diff --git a/pyproject.toml b/pyproject.toml index 370bd0e0605cb..b17a1eacfa717 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,7 @@ requires = [ "meson-python>=0.13.1", "meson>=1.2.1,<2", "wheel", - "Cython==3.1.0rc1", # Note: sync with setup.py, environment.yml and asv.conf.json + "Cython<4.0.0a0", # Note: sync with setup.py, environment.yml and asv.conf.json # Force numpy higher than 2.0rc1, so that built wheels are compatible # with both numpy 1 and 2 "numpy>=2.0.0rc1", diff --git a/requirements-dev.txt b/requirements-dev.txt index c2bac550bc664..6515797bc3b9d 100644 --- a/requirements-dev.txt +++ b/requirements-dev.txt @@ -3,7 +3,7 @@ pip versioneer[toml] -cython~=3.0.5 +cython<4.0.0a0 meson[ninja]==1.2.1 meson-python==0.13.1 pytest>=7.3.2 From 1f6f42ac556dcc7c63283a0c4d6a055576d0317f Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Wed, 4 Jun 2025 15:28:12 -0700 Subject: [PATCH 60/76] DOC: Set date for v2.3.0.rst whatsnew (#61560) * DOC: Set date for v2.3.0.rst whatsnew * Add more sphinx refs * Copy edits * Add |HEAD --- doc/source/whatsnew/v2.3.0.rst | 138 +++++---------------------------- 1 file changed, 21 insertions(+), 117 deletions(-) diff --git a/doc/source/whatsnew/v2.3.0.rst b/doc/source/whatsnew/v2.3.0.rst index a7f4c53b42f58..6433fe8d2b060 100644 --- a/doc/source/whatsnew/v2.3.0.rst +++ b/doc/source/whatsnew/v2.3.0.rst @@ -1,6 +1,6 @@ .. _whatsnew_230: -What's new in 2.3.0 (Month XX, 2024) +What's new in 2.3.0 (June 4, 2025) ------------------------------------ These are the changes in pandas 2.3.0. See :ref:`release` for a full changelog @@ -10,23 +10,11 @@ including other versions of pandas. .. --------------------------------------------------------------------------- -.. _whatsnew_230.upcoming_changes: - -Upcoming changes in pandas 3.0 -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - - .. _whatsnew_230.enhancements: Enhancements ~~~~~~~~~~~~ -.. _whatsnew_230.enhancements.enhancement1: - -enhancement1 -^^^^^^^^^^^^ - - .. _whatsnew_230.enhancements.other: Other enhancements @@ -36,12 +24,12 @@ Other enhancements - The semantics for the ``copy`` keyword in ``__array__`` methods (i.e. called when using ``np.array()`` or ``np.asarray()`` on pandas objects) has been updated to work correctly with NumPy >= 2 (:issue:`57739`) -- :meth:`Series.str.decode` result now has ``StringDtype`` when ``future.infer_string`` is True (:issue:`60709`) -- :meth:`~Series.to_hdf` and :meth:`~DataFrame.to_hdf` now round-trip with ``StringDtype`` (:issue:`60663`) +- :meth:`Series.str.decode` result now has :class:`StringDtype` when ``future.infer_string`` is True (:issue:`60709`) +- :meth:`~Series.to_hdf` and :meth:`~DataFrame.to_hdf` now round-trip with :class:`StringDtype` (:issue:`60663`) - Improved ``repr`` of :class:`.NumpyExtensionArray` to account for NEP51 (:issue:`61085`) - The :meth:`Series.str.decode` has gained the argument ``dtype`` to control the dtype of the result (:issue:`60940`) -- The :meth:`~Series.cumsum`, :meth:`~Series.cummin`, and :meth:`~Series.cummax` reductions are now implemented for ``StringDtype`` columns (:issue:`60633`) -- The :meth:`~Series.sum` reduction is now implemented for ``StringDtype`` columns (:issue:`59853`) +- The :meth:`~Series.cumsum`, :meth:`~Series.cummin`, and :meth:`~Series.cummax` reductions are now implemented for :class:`StringDtype` columns (:issue:`60633`) +- The :meth:`~Series.sum` reduction is now implemented for :class:`StringDtype` columns (:issue:`59853`) .. --------------------------------------------------------------------------- .. _whatsnew_230.notable_bug_fixes: @@ -56,7 +44,7 @@ These are bug fixes that might have notable behavior changes. Comparisons between different string dtypes ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ -In previous versions, comparing Series of different string dtypes (e.g. ``pd.StringDtype("pyarrow", na_value=pd.NA)`` against ``pd.StringDtype("python", na_value=np.nan)``) would result in inconsistent resulting dtype or incorrectly raise. pandas will now use the hierarchy +In previous versions, comparing :class:`Series` of different string dtypes (e.g. ``pd.StringDtype("pyarrow", na_value=pd.NA)`` against ``pd.StringDtype("python", na_value=np.nan)``) would result in inconsistent resulting dtype or incorrectly raise. pandas will now use the hierarchy object < (python, NaN) < (pyarrow, NaN) < (python, NA) < (pyarrow, NA) @@ -71,9 +59,9 @@ in determining the result dtype when there are different string dtypes compared. API changes ~~~~~~~~~~~ -- When enabling the ``future.infer_string`` option: Index set operations (like - union or intersection) will now ignore the dtype of an empty ``RangeIndex`` or - empty ``Index`` with object dtype when determining the dtype of the resulting +- When enabling the ``future.infer_string`` option, :class:`Index` set operations (like + union or intersection) will now ignore the dtype of an empty :class:`RangeIndex` or + empty :class:`Index` with ``object`` dtype when determining the dtype of the resulting Index (:issue:`60797`) .. --------------------------------------------------------------------------- @@ -84,121 +72,35 @@ Deprecations - Deprecated allowing non-``bool`` values for ``na`` in :meth:`.str.contains`, :meth:`.str.startswith`, and :meth:`.str.endswith` for dtypes that do not already disallow these (:issue:`59615`) - Deprecated the ``"pyarrow_numpy"`` storage option for :class:`StringDtype` (:issue:`60152`) -.. --------------------------------------------------------------------------- -.. _whatsnew_230.performance: - -Performance improvements -~~~~~~~~~~~~~~~~~~~~~~~~ -- -- - .. --------------------------------------------------------------------------- .. _whatsnew_230.bug_fixes: Bug fixes ~~~~~~~~~ -Categorical -^^^^^^^^^^^ -- -- - -Datetimelike -^^^^^^^^^^^^ -- -- - -Timedelta -^^^^^^^^^ -- -- - -Timezones -^^^^^^^^^ -- -- - Numeric ^^^^^^^ -- Enabled :class:`Series.mode` and :class:`DataFrame.mode` with ``dropna=False`` to sort the result for all dtypes in the presence of NA values; previously only certain dtypes would sort (:issue:`60702`) -- Bug in :meth:`Series.round` on object columns no longer raises ``TypeError`` -- - -Conversion -^^^^^^^^^^ -- -- +- Bug in :meth:`Series.mode` and :meth:`DataFrame.mode` with ``dropna=False`` where not all dtypes would sort in the presence of ``NA`` values (:issue:`60702`) +- Bug in :meth:`Series.round` where a ``TypeError`` would always raise with ``object`` dtype (:issue:`61206`) Strings ^^^^^^^ -- Bug in :meth:`.DataFrameGroupBy.min`, :meth:`.DataFrameGroupBy.max`, :meth:`.Resampler.min`, :meth:`.Resampler.max` on string input of all NA values would return float dtype; now returns string (:issue:`60810`) -- Bug in :meth:`DataFrame.sum` with ``axis=1``, :meth:`.DataFrameGroupBy.sum` or :meth:`.SeriesGroupBy.sum` with ``skipna=True``, and :meth:`.Resampler.sum` on :class:`StringDtype` with all NA values resulted in ``0`` and is now the empty string ``""`` (:issue:`60229`) -- Bug in :meth:`Series.__pos__` and :meth:`DataFrame.__pos__` did not raise for :class:`StringDtype` with ``storage="pyarrow"`` (:issue:`60710`) -- Bug in :meth:`Series.rank` for :class:`StringDtype` with ``storage="pyarrow"`` incorrectly returning integer results in case of ``method="average"`` and raising an error if it would truncate results (:issue:`59768`) +- Bug in :meth:`.DataFrameGroupBy.min`, :meth:`.DataFrameGroupBy.max`, :meth:`.Resampler.min`, :meth:`.Resampler.max` where all NA values of string dtype would return float instead of string dtype (:issue:`60810`) +- Bug in :meth:`DataFrame.sum` with ``axis=1``, :meth:`.DataFrameGroupBy.sum` or :meth:`.SeriesGroupBy.sum` with ``skipna=True``, and :meth:`.Resampler.sum` with all NA values of :class:`StringDtype` resulted in ``0`` instead of the empty string ``""`` (:issue:`60229`) +- Bug in :meth:`Series.__pos__` and :meth:`DataFrame.__pos__` where an ``Exception`` was not raised for :class:`StringDtype` with ``storage="pyarrow"`` (:issue:`60710`) +- Bug in :meth:`Series.rank` for :class:`StringDtype` with ``storage="pyarrow"`` that incorrectly returned integer results with ``method="average"`` and raised an error if it would truncate results (:issue:`59768`) - Bug in :meth:`Series.replace` with :class:`StringDtype` when replacing with a non-string value was not upcasting to ``object`` dtype (:issue:`60282`) +- Bug in :meth:`Series.str.center` with :class:`StringDtype` with ``storage="pyarrow"`` not matching the python behavior in corner cases with an odd number of fill characters (:issue:`54792`) - Bug in :meth:`Series.str.replace` when ``n < 0`` for :class:`StringDtype` with ``storage="pyarrow"`` (:issue:`59628`) -- Bug in ``ser.str.slice`` with negative ``step`` with :class:`ArrowDtype` and :class:`StringDtype` with ``storage="pyarrow"`` giving incorrect results (:issue:`59710`) -- Bug in the ``center`` method on :class:`Series` and :class:`Index` object ``str`` accessors with pyarrow-backed dtype not matching the python behavior in corner cases with an odd number of fill characters (:issue:`54792`) - -Interval -^^^^^^^^ -- -- +- Bug in :meth:`Series.str.slice` with negative ``step`` with :class:`ArrowDtype` and :class:`StringDtype` with ``storage="pyarrow"`` giving incorrect results (:issue:`59710`) Indexing ^^^^^^^^ -- Fixed bug in :meth:`Index.get_indexer` round-tripping through string dtype when ``infer_string`` is enabled (:issue:`55834`) -- - -Missing -^^^^^^^ -- -- - -MultiIndex -^^^^^^^^^^ -- -- +- Bug in :meth:`Index.get_indexer` round-tripping through string dtype when ``infer_string`` is enabled (:issue:`55834`) I/O ^^^ -- :meth:`DataFrame.to_excel` was storing decimals as strings instead of numbers (:issue:`49598`) -- - -Period -^^^^^^ -- -- - -Plotting -^^^^^^^^ -- -- - -Groupby/resample/rolling -^^^^^^^^^^^^^^^^^^^^^^^^ -- -- - -Reshaping -^^^^^^^^^ -- -- - -Sparse -^^^^^^ -- -- - -ExtensionArray -^^^^^^^^^^^^^^ -- -- - -Styler -^^^^^^ -- -- +- Bug in :meth:`DataFrame.to_excel` which stored decimals as strings instead of numbers (:issue:`49598`) Other ^^^^^ @@ -210,3 +112,5 @@ Other Contributors ~~~~~~~~~~~~ + +.. contributors:: v2.2.3..v2.3.0|HEAD From e413e0f5ada80336ae116d3aa4d899619ee5765d Mon Sep 17 00:00:00 2001 From: Matthew Roeschke <10647082+mroeschke@users.noreply.github.com> Date: Thu, 5 Jun 2025 10:31:49 -0700 Subject: [PATCH 61/76] WEB: Update versions.json for 2.3 (#61562) --- web/pandas/versions.json | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/web/pandas/versions.json b/web/pandas/versions.json index 2d2599ae8585b..e0bc190d228c3 100644 --- a/web/pandas/versions.json +++ b/web/pandas/versions.json @@ -5,11 +5,16 @@ "url": "https://pandas.pydata.org/docs/dev/" }, { - "name": "2.2 (stable)", - "version": "2.2", + "name": "2.3 (stable)", + "version": "2.3", "url": "https://pandas.pydata.org/docs/", "preferred": true }, + { + "name": "2.2", + "version": "2.2", + "url": "https://pandas.pydata.org/pandas-docs/version/2.2/", + }, { "name": "2.1", "version": "2.1", From 05f032c78c8d57f1222f537c9a2b39ab7b6c75fa Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Thu, 5 Jun 2025 23:25:18 +0400 Subject: [PATCH 62/76] BUG: Fix JSON typo that breaks javascript in the docs (#61572) --- web/pandas/versions.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/web/pandas/versions.json b/web/pandas/versions.json index e0bc190d228c3..1274d2125bb2b 100644 --- a/web/pandas/versions.json +++ b/web/pandas/versions.json @@ -13,7 +13,7 @@ { "name": "2.2", "version": "2.2", - "url": "https://pandas.pydata.org/pandas-docs/version/2.2/", + "url": "https://pandas.pydata.org/pandas-docs/version/2.2/" }, { "name": "2.1", From 1907822eba167311519f31f9b2e0957e35e34915 Mon Sep 17 00:00:00 2001 From: omahs <73983677+omahs@users.noreply.github.com> Date: Fri, 6 Jun 2025 15:08:35 +0200 Subject: [PATCH 63/76] DOC: Fix typos (#61580) --- doc/source/user_guide/reshaping.rst | 2 +- doc/source/user_guide/user_defined_functions.rst | 2 +- doc/source/whatsnew/v1.1.0.rst | 2 +- doc/source/whatsnew/v3.0.0.rst | 2 +- pandas/_libs/tslibs/conversion.pyx | 2 +- pandas/core/arrays/categorical.py | 2 +- pandas/tests/io/xml/test_to_xml.py | 2 +- pandas/tests/io/xml/test_xml.py | 2 +- web/pandas/pdeps/0007-copy-on-write.md | 2 +- web/pandas/pdeps/0014-string-dtype.md | 4 ++-- 10 files changed, 11 insertions(+), 11 deletions(-) diff --git a/doc/source/user_guide/reshaping.rst b/doc/source/user_guide/reshaping.rst index 8c5e98791a9ef..bc5a2d5ed5735 100644 --- a/doc/source/user_guide/reshaping.rst +++ b/doc/source/user_guide/reshaping.rst @@ -395,7 +395,7 @@ variables and the values representing the presence of those variables per row. pd.get_dummies(df["key"]) df["key"].str.get_dummies() -``prefix`` adds a prefix to the the column names which is useful for merging the result +``prefix`` adds a prefix to the column names which is useful for merging the result with the original :class:`DataFrame`: .. ipython:: python diff --git a/doc/source/user_guide/user_defined_functions.rst b/doc/source/user_guide/user_defined_functions.rst index f24a71dd690f3..6f7fdaddac622 100644 --- a/doc/source/user_guide/user_defined_functions.rst +++ b/doc/source/user_guide/user_defined_functions.rst @@ -319,7 +319,7 @@ to the original data. In the example, the ``warm_up_all_days`` function computes the ``max`` like an aggregation, but instead of returning just the maximum value, it returns a ``DataFrame`` with the same shape as the original one -with the values of each day replaced by the the maximum temperature of the city. +with the values of each day replaced by the maximum temperature of the city. ``transform`` is also available for :meth:`SeriesGroupBy.transform`, :meth:`DataFrameGroupBy.transform` and :meth:`Resampler.transform`, where it's more common. You can read more about ``transform`` in groupby diff --git a/doc/source/whatsnew/v1.1.0.rst b/doc/source/whatsnew/v1.1.0.rst index b199b113d26f2..dff73bef79135 100644 --- a/doc/source/whatsnew/v1.1.0.rst +++ b/doc/source/whatsnew/v1.1.0.rst @@ -1039,7 +1039,7 @@ Missing ^^^^^^^ - Calling :meth:`fillna` on an empty :class:`Series` now correctly returns a shallow copied object. The behaviour is now consistent with :class:`Index`, :class:`DataFrame` and a non-empty :class:`Series` (:issue:`32543`). - Bug in :meth:`Series.replace` when argument ``to_replace`` is of type dict/list and is used on a :class:`Series` containing ```` was raising a ``TypeError``. The method now handles this by ignoring ```` values when doing the comparison for the replacement (:issue:`32621`) -- Bug in :meth:`~Series.any` and :meth:`~Series.all` incorrectly returning ```` for all ``False`` or all ``True`` values using the nulllable Boolean dtype and with ``skipna=False`` (:issue:`33253`) +- Bug in :meth:`~Series.any` and :meth:`~Series.all` incorrectly returning ```` for all ``False`` or all ``True`` values using the nullable Boolean dtype and with ``skipna=False`` (:issue:`33253`) - Clarified documentation on interpolate with ``method=akima``. The ``der`` parameter must be scalar or ``None`` (:issue:`33426`) - :meth:`DataFrame.interpolate` uses the correct axis convention now. Previously interpolating along columns lead to interpolation along indices and vice versa. Furthermore interpolating with methods ``pad``, ``ffill``, ``bfill`` and ``backfill`` are identical to using these methods with :meth:`DataFrame.fillna` (:issue:`12918`, :issue:`29146`) - Bug in :meth:`DataFrame.interpolate` when called on a :class:`DataFrame` with column names of string type was throwing a ValueError. The method is now independent of the type of the column names (:issue:`33956`) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 9100ce0cdc990..d96e44466ecbb 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -833,7 +833,7 @@ Groupby/resample/rolling - Bug in :meth:`DataFrameGroupby.transform` and :meth:`SeriesGroupby.transform` with a reducer and ``observed=False`` that coerces dtype to float when there are unobserved categories. (:issue:`55326`) - Bug in :meth:`Rolling.apply` for ``method="table"`` where column order was not being respected due to the columns getting sorted by default. (:issue:`59666`) - Bug in :meth:`Rolling.apply` where the applied function could be called on fewer than ``min_period`` periods if ``method="table"``. (:issue:`58868`) -- Bug in :meth:`Series.resample` could raise when the the date range ended shortly before a non-existent time. (:issue:`58380`) +- Bug in :meth:`Series.resample` could raise when the date range ended shortly before a non-existent time. (:issue:`58380`) Reshaping ^^^^^^^^^ diff --git a/pandas/_libs/tslibs/conversion.pyx b/pandas/_libs/tslibs/conversion.pyx index c4acf72ab87d8..45552108f8c15 100644 --- a/pandas/_libs/tslibs/conversion.pyx +++ b/pandas/_libs/tslibs/conversion.pyx @@ -797,7 +797,7 @@ cdef int64_t parse_pydatetime( dts : *npy_datetimestruct Needed to use in pydatetime_to_dt64, which writes to it. creso : NPY_DATETIMEUNIT - Resolution to store the the result. + Resolution to store the result. Raises ------ diff --git a/pandas/core/arrays/categorical.py b/pandas/core/arrays/categorical.py index df1aa21e9203c..3d2ad109a55ba 100644 --- a/pandas/core/arrays/categorical.py +++ b/pandas/core/arrays/categorical.py @@ -1666,7 +1666,7 @@ def __array__( Parameters ---------- dtype : np.dtype or None - Specifies the the dtype for the array. + Specifies the dtype for the array. copy : bool or None, optional See :func:`numpy.asarray`. diff --git a/pandas/tests/io/xml/test_to_xml.py b/pandas/tests/io/xml/test_to_xml.py index 50fef2c5eb4eb..4446dbe320b69 100644 --- a/pandas/tests/io/xml/test_to_xml.py +++ b/pandas/tests/io/xml/test_to_xml.py @@ -1345,7 +1345,7 @@ def test_ea_dtypes(any_numeric_ea_dtype, parser): assert equalize_decl(result).strip() == expected -def test_unsuported_compression(parser, geom_df): +def test_unsupported_compression(parser, geom_df): with pytest.raises(ValueError, match="Unrecognized compression type"): with tm.ensure_clean() as path: geom_df.to_xml(path, parser=parser, compression="7z") diff --git a/pandas/tests/io/xml/test_xml.py b/pandas/tests/io/xml/test_xml.py index d897d251909fe..cf8ae28c4d9b5 100644 --- a/pandas/tests/io/xml/test_xml.py +++ b/pandas/tests/io/xml/test_xml.py @@ -1961,7 +1961,7 @@ def test_wrong_compression(parser, compression, compression_only): read_xml(path, parser=parser, compression=attempted_compression) -def test_unsuported_compression(parser): +def test_unsupported_compression(parser): with pytest.raises(ValueError, match="Unrecognized compression type"): with tm.ensure_clean() as path: read_xml(path, parser=parser, compression="7z") diff --git a/web/pandas/pdeps/0007-copy-on-write.md b/web/pandas/pdeps/0007-copy-on-write.md index f5adb6a571120..cc833a6ea02d0 100644 --- a/web/pandas/pdeps/0007-copy-on-write.md +++ b/web/pandas/pdeps/0007-copy-on-write.md @@ -525,7 +525,7 @@ following cases: * Selecting a single column (as a Series) out of a DataFrame is always a view (``df['a']``) * Slicing columns from a DataFrame creating a subset DataFrame (``df[['a':'b']]`` or - ``df.loc[:, 'a': 'b']``) is a view _if_ the the original DataFrame consists of a + ``df.loc[:, 'a': 'b']``) is a view _if_ the original DataFrame consists of a single block (single dtype, consolidated) and _if_ you are slicing (so not a list selection). In all other cases, getting a subset is always a copy. * Selecting rows _can_ return a view, when the row indexer is a `slice` object. diff --git a/web/pandas/pdeps/0014-string-dtype.md b/web/pandas/pdeps/0014-string-dtype.md index 5b74f71216454..35b5725341534 100644 --- a/web/pandas/pdeps/0014-string-dtype.md +++ b/web/pandas/pdeps/0014-string-dtype.md @@ -220,8 +220,8 @@ in pandas 2.3 and removed in pandas 3.0. The `storage` keyword of `StringDtype` is kept to disambiguate the underlying storage of the string data (using pyarrow or python objects), but an additional -`na_value` is introduced to disambiguate the the variants using NA semantics -and NaN semantics. +`na_value` is introduced to disambiguate the variants using NA semantics and +NaN semantics. Overview of the different ways to specify a dtype and the resulting concrete dtype of the data: From eea6d0e57ee4f94f04356a1833c7dec1aad187de Mon Sep 17 00:00:00 2001 From: Richard Shadrach <45562402+rhshadrach@users.noreply.github.com> Date: Fri, 6 Jun 2025 09:52:45 -0400 Subject: [PATCH 64/76] WEB: Refine PDEP presentation (#58791) --- .../pdeps/0001-purpose-and-guidelines.md | 2 ++ .../0004-consistent-to-datetime-parsing.md | 2 ++ .../pdeps/0005-no-default-index-mode.md | 2 ++ web/pandas/pdeps/0006-ban-upcasting.md | 2 ++ web/pandas/pdeps/0007-copy-on-write.md | 2 ++ web/pandas/pdeps/0009-io-extensions.md | 2 ++ .../pdeps/0010-required-pyarrow-dependency.md | 2 ++ ...2-compact-and-reversible-JSON-interface.md | 31 +------------------ web/pandas/static/css/pandas.css | 23 ++++++++++++++ web/pandas_web.py | 26 ++++++++++++++-- 10 files changed, 61 insertions(+), 33 deletions(-) diff --git a/web/pandas/pdeps/0001-purpose-and-guidelines.md b/web/pandas/pdeps/0001-purpose-and-guidelines.md index 7f5f0326eba6c..ed084a730ecdc 100644 --- a/web/pandas/pdeps/0001-purpose-and-guidelines.md +++ b/web/pandas/pdeps/0001-purpose-and-guidelines.md @@ -8,6 +8,8 @@ [Noa Tamir](https://github.com/noatamir) - Revision: 3 +[TOC] + ## PDEP definition, purpose and scope A PDEP (pandas enhancement proposal) is a proposal for a **major** change in diff --git a/web/pandas/pdeps/0004-consistent-to-datetime-parsing.md b/web/pandas/pdeps/0004-consistent-to-datetime-parsing.md index 68c6dfa26d1f1..b3f277326319e 100644 --- a/web/pandas/pdeps/0004-consistent-to-datetime-parsing.md +++ b/web/pandas/pdeps/0004-consistent-to-datetime-parsing.md @@ -6,6 +6,8 @@ - Author: [Marco Gorelli](https://github.com/MarcoGorelli) - Revision: 2 +[TOC] + ## Abstract The suggestion is that: diff --git a/web/pandas/pdeps/0005-no-default-index-mode.md b/web/pandas/pdeps/0005-no-default-index-mode.md index d543a4718e896..81222b51817d5 100644 --- a/web/pandas/pdeps/0005-no-default-index-mode.md +++ b/web/pandas/pdeps/0005-no-default-index-mode.md @@ -6,6 +6,8 @@ - Author: [Marco Gorelli](https://github.com/MarcoGorelli) - Revision: 2 +[TOC] + ## Abstract The suggestion is to add a ``NoRowIndex`` class. Internally, it would act a bit like diff --git a/web/pandas/pdeps/0006-ban-upcasting.md b/web/pandas/pdeps/0006-ban-upcasting.md index ae5872186bf23..59f2cc35bf6ee 100644 --- a/web/pandas/pdeps/0006-ban-upcasting.md +++ b/web/pandas/pdeps/0006-ban-upcasting.md @@ -6,6 +6,8 @@ - Author: [Marco Gorelli](https://github.com/MarcoGorelli) ([original issue](https://github.com/pandas-dev/pandas/issues/39584) by [Joris Van den Bossche](https://github.com/jorisvandenbossche)) - Revision: 1 +[TOC] + ## Abstract The suggestion is that setitem-like operations would diff --git a/web/pandas/pdeps/0007-copy-on-write.md b/web/pandas/pdeps/0007-copy-on-write.md index cc833a6ea02d0..5e35cf01de977 100644 --- a/web/pandas/pdeps/0007-copy-on-write.md +++ b/web/pandas/pdeps/0007-copy-on-write.md @@ -6,6 +6,8 @@ - Author: [Joris Van den Bossche](https://github.com/jorisvandenbossche) - Revision: 1 +[TOC] + ## Abstract Short summary of the proposal: diff --git a/web/pandas/pdeps/0009-io-extensions.md b/web/pandas/pdeps/0009-io-extensions.md index aeda990cea7df..baa661957e951 100644 --- a/web/pandas/pdeps/0009-io-extensions.md +++ b/web/pandas/pdeps/0009-io-extensions.md @@ -7,6 +7,8 @@ - Author: [Marc Garcia](https://github.com/datapythonista) - Revision: 1 +[TOC] + ## PDEP Summary This document proposes that third-party projects implementing I/O or memory diff --git a/web/pandas/pdeps/0010-required-pyarrow-dependency.md b/web/pandas/pdeps/0010-required-pyarrow-dependency.md index 0c3bf3c776988..60ed8c4b910eb 100644 --- a/web/pandas/pdeps/0010-required-pyarrow-dependency.md +++ b/web/pandas/pdeps/0010-required-pyarrow-dependency.md @@ -8,6 +8,8 @@ [Patrick Hoefler](https://github.com/phofl) - Revision: 1 +[TOC] + ## Abstract This PDEP proposes that: diff --git a/web/pandas/pdeps/0012-compact-and-reversible-JSON-interface.md b/web/pandas/pdeps/0012-compact-and-reversible-JSON-interface.md index 71f669825f979..1c513c3bb517b 100644 --- a/web/pandas/pdeps/0012-compact-and-reversible-JSON-interface.md +++ b/web/pandas/pdeps/0012-compact-and-reversible-JSON-interface.md @@ -8,36 +8,7 @@ - Author: [Philippe THOMY](https://github.com/loco-philippe) - Revision: 3 -##### Summary - -- [Abstract](./0012-compact-and-reversible-JSON-interface.md/#Abstract) - - [Problem description](./0012-compact-and-reversible-JSON-interface.md/#Problem-description) - - [Feature Description](./0012-compact-and-reversible-JSON-interface.md/#Feature-Description) -- [Scope](./0012-compact-and-reversible-JSON-interface.md/#Scope) -- [Motivation](./0012-compact-and-reversible-JSON-interface.md/#Motivation) - - [Why is it important to have a compact and reversible JSON interface ?](./0012-compact-and-reversible-JSON-interface.md/#Why-is-it-important-to-have-a-compact-and-reversible-JSON-interface-?) - - [Is it relevant to take an extended type into account ?](./0012-compact-and-reversible-JSON-interface.md/#Is-it-relevant-to-take-an-extended-type-into-account-?) - - [Is this only useful for pandas ?](./0012-compact-and-reversible-JSON-interface.md/#Is-this-only-useful-for-pandas-?) -- [Description](./0012-compact-and-reversible-JSON-interface.md/#Description) - - [Data typing](./0012-compact-and-reversible-JSON-interface.md/#Data-typing) - - [Correspondence between TableSchema and pandas](./panda0012-compact-and-reversible-JSON-interfaces_PDEP.md/#Correspondence-between-TableSchema-and-pandas) - - [JSON format](./0012-compact-and-reversible-JSON-interface.md/#JSON-format) - - [Conversion](./0012-compact-and-reversible-JSON-interface.md/#Conversion) -- [Usage and impact](./0012-compact-and-reversible-JSON-interface.md/#Usage-and-impact) - - [Usage](./0012-compact-and-reversible-JSON-interface.md/#Usage) - - [Compatibility](./0012-compact-and-reversible-JSON-interface.md/#Compatibility) - - [Impacts on the pandas framework](./0012-compact-and-reversible-JSON-interface.md/#Impacts-on-the-pandas-framework) - - [Risk to do / risk not to do](./0012-compact-and-reversible-JSON-interface.md/#Risk-to-do-/-risk-not-to-do) -- [Implementation](./0012-compact-and-reversible-JSON-interface.md/#Implementation) - - [Modules](./0012-compact-and-reversible-JSON-interface.md/#Modules) - - [Implementation options](./0012-compact-and-reversible-JSON-interface.md/#Implementation-options) -- [F.A.Q.](./0012-compact-and-reversible-JSON-interface.md/#F.A.Q.) -- [Synthesis](./0012-compact-and-reversible-JSON-interface.md/Synthesis) -- [Core team decision](./0012-compact-and-reversible-JSON-interface.md/#Core-team-decision) -- [Timeline](./0012-compact-and-reversible-JSON-interface.md/#Timeline) -- [PDEP history](./0012-compact-and-reversible-JSON-interface.md/#PDEP-history) - -------------------------- +[TOC] ## Abstract diff --git a/web/pandas/static/css/pandas.css b/web/pandas/static/css/pandas.css index ec9a4bd502dd1..5fe853e7771dd 100644 --- a/web/pandas/static/css/pandas.css +++ b/web/pandas/static/css/pandas.css @@ -1,3 +1,6 @@ +html { + scroll-padding-top: 5rem; +} body { padding-top: 5em; color: #444; @@ -103,3 +106,23 @@ blockquote { color: #787878; font-size: 18px; } + +.toc { + background: #f0f0f0; + padding: 10px; + display: inline-block; +} +a.headerlink { + opacity: 0; +} +h2:hover a.headerlink { + opacity: 1; + transition: opacity 0.5s; +} +h3:hover a.headerlink { + opacity: 1; + transition: opacity 0.5s; +} +.container { + max-width: 100ch; +} diff --git a/web/pandas_web.py b/web/pandas_web.py index b3872b829c73a..8db2a5448813a 100755 --- a/web/pandas_web.py +++ b/web/pandas_web.py @@ -466,9 +466,29 @@ def main( with open(os.path.join(source_path, fname), encoding="utf-8") as f: content = f.read() if extension == ".md": - body = markdown.markdown( - content, extensions=context["main"]["markdown_extensions"] - ) + if "pdeps/" in fname: + from markdown.extensions.toc import TocExtension + + body = markdown.markdown( + content, + extensions=[ + # Ignore the title of the PDEP in the table of contents + TocExtension( + title="Table of Contents", + toc_depth="2-3", + permalink=" #", + ), + "tables", + "fenced_code", + "meta", + "footnotes", + "codehilite", + ], + ) + else: + body = markdown.markdown( + content, extensions=context["main"]["markdown_extensions"] + ) # Apply Bootstrap's table formatting manually # Python-Markdown doesn't let us config table attributes by hand body = body.replace("", '
    ') From 297bec4fc785d2ac74e909b2ee83f5c10c45bc80 Mon Sep 17 00:00:00 2001 From: Farsidetfs <78942810+Farsidetfs@users.noreply.github.com> Date: Fri, 6 Jun 2025 07:12:20 -0700 Subject: [PATCH 65/76] BUG: Raise MergeError when suffixes result in duplicate column names (#61422) --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/core/reshape/merge.py | 7 +++++-- pandas/tests/reshape/merge/test_merge.py | 9 +++++++++ 3 files changed, 15 insertions(+), 2 deletions(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index d96e44466ecbb..d3eba701b8686 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -851,6 +851,7 @@ Reshaping - Bug in :meth:`DataFrame.unstack` producing incorrect results when manipulating empty :class:`DataFrame` with an :class:`ExtentionDtype` (:issue:`59123`) - Bug in :meth:`concat` where concatenating DataFrame and Series with ``ignore_index = True`` drops the series name (:issue:`60723`, :issue:`56257`) - Bug in :func:`melt` where calling with duplicate column names in ``id_vars`` raised a misleading ``AttributeError`` (:issue:`61475`) +- Bug in :meth:`DataFrame.merge` where user-provided suffixes could result in duplicate column names if the resulting names matched existing columns. Now raises a :class:`MergeError` in such cases. (:issue:`61402`) Sparse ^^^^^^ diff --git a/pandas/core/reshape/merge.py b/pandas/core/reshape/merge.py index 6de3d5c3f9c09..34f3e2c626378 100644 --- a/pandas/core/reshape/merge.py +++ b/pandas/core/reshape/merge.py @@ -3062,13 +3062,16 @@ def renamer(x, suffix: str | None): if not llabels.is_unique: # Only warn when duplicates are caused because of suffixes, already duplicated # columns in origin should not warn - dups = llabels[(llabels.duplicated()) & (~left.duplicated())].tolist() + dups.extend(llabels[(llabels.duplicated()) & (~left.duplicated())].tolist()) if not rlabels.is_unique: dups.extend(rlabels[(rlabels.duplicated()) & (~right.duplicated())].tolist()) + # Suffix addition creates duplicate to pre-existing column name + dups.extend(llabels.intersection(right.difference(to_rename)).tolist()) + dups.extend(rlabels.intersection(left.difference(to_rename)).tolist()) if dups: raise MergeError( f"Passing 'suffixes' which cause duplicate columns {set(dups)} is " - f"not allowed.", + "not allowed.", ) return llabels, rlabels diff --git a/pandas/tests/reshape/merge/test_merge.py b/pandas/tests/reshape/merge/test_merge.py index f0f67aebd85ec..f3418ad047afe 100644 --- a/pandas/tests/reshape/merge/test_merge.py +++ b/pandas/tests/reshape/merge/test_merge.py @@ -3060,3 +3060,12 @@ def test_merge_on_all_nan_column(): {"x": [1, 2, 3], "y": [np.nan, np.nan, np.nan], "z": [4, 5, 6], "zz": [4, 5, 6]} ) tm.assert_frame_equal(result, expected) + + +@pytest.mark.parametrize("suffixes", [("_dup", ""), ("", "_dup")]) +def test_merge_for_suffix_collisions(suffixes): + # GH#61402 + df1 = DataFrame({"col1": [1], "col2": [2]}) + df2 = DataFrame({"col1": [1], "col2": [2], "col2_dup": [3]}) + with pytest.raises(MergeError, match="duplicate columns"): + merge(df1, df2, on="col1", suffixes=suffixes) From a62553ea18a354bdf01ec6a870aa6408f9d985c9 Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Fri, 6 Jun 2025 18:53:59 +0400 Subject: [PATCH 66/76] DOC: Fix typo in to_html and to_string docs (#61555) --- pandas/io/formats/format.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/pandas/io/formats/format.py b/pandas/io/formats/format.py index dbfac3b02643f..097e508d4889a 100644 --- a/pandas/io/formats/format.py +++ b/pandas/io/formats/format.py @@ -114,7 +114,7 @@ columns : array-like, optional, default None The subset of columns to write. Writes all columns by default. col_space : %(col_space_type)s, optional - %(col_space)s. + %(col_space)s header : %(header_type)s, optional %(header)s. index : bool, optional, default True From 90a18fc89c9c5fdc056ba2ec6ed22623d0b2a2f9 Mon Sep 17 00:00:00 2001 From: Marc Mueller <30130371+cdce8p@users.noreply.github.com> Date: Fri, 6 Jun 2025 18:43:24 +0200 Subject: [PATCH 67/76] BUILD: Add wheels for musllinux_aarch64 (#61567) --- .github/workflows/wheels.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/wheels.yml b/.github/workflows/wheels.yml index abf1c1c1fb164..4de7aec4f551a 100644 --- a/.github/workflows/wheels.yml +++ b/.github/workflows/wheels.yml @@ -95,6 +95,7 @@ jobs: - [ubuntu-24.04, manylinux_x86_64] - [ubuntu-24.04, musllinux_x86_64] - [ubuntu-24.04-arm, manylinux_aarch64] + - [ubuntu-24.04-arm, musllinux_aarch64] - [macos-13, macosx_x86_64] # Note: M1 images on Github Actions start from macOS 14 - [macos-14, macosx_arm64] From 6a9d50cf03bb9a7745c2477cf798dd865d982151 Mon Sep 17 00:00:00 2001 From: Lysandros Nikolaou Date: Fri, 6 Jun 2025 20:36:09 +0200 Subject: [PATCH 68/76] Avoid re-enabling the GIL at runtime (#61589) --- meson.build | 1 + 1 file changed, 1 insertion(+) diff --git a/meson.build b/meson.build index 6bf88cc772a59..6a00e52481108 100644 --- a/meson.build +++ b/meson.build @@ -57,6 +57,7 @@ if cy.version().version_compare('>=3.1.0') command: [ cy, '-3', + '-Xfreethreading_compatible=true', '--fast-fail', '--generate-shared=' + meson.current_build_dir() / '_cyutility.c', ], From 085e18fff3ba9e6b16f4d5fbdea1156c4c6aa195 Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Sat, 7 Jun 2025 00:57:15 +0400 Subject: [PATCH 69/76] CI: Update Python version to 3.11 in environment.yml (#61592) --- environment.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/environment.yml b/environment.yml index 8926c85143e2b..74186bd2581c4 100644 --- a/environment.yml +++ b/environment.yml @@ -3,7 +3,7 @@ name: pandas-dev channels: - conda-forge dependencies: - - python=3.10 + - python=3.11 - pip # build dependencies From e6da5f28b98d2d38ea15af96303efca462223ad8 Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Sat, 7 Jun 2025 02:09:23 +0400 Subject: [PATCH 70/76] WEB: Moving maintainers to inactive status (#61591) --- web/pandas/config.yml | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/web/pandas/config.yml b/web/pandas/config.yml index cb5447591dab6..bdc76ec22a310 100644 --- a/web/pandas/config.yml +++ b/web/pandas/config.yml @@ -82,15 +82,11 @@ maintainers: - simonjayhawkins - topper-123 - alimcmaster1 - - bashtage - Dr-Irv - rhshadrach - phofl - attack68 - fangchenli - - lithomas1 - - lukemanley - - noatamir inactive: - lodagro - jseabold @@ -108,6 +104,10 @@ maintainers: - mzeitlin11 - twoertwein - MarcoGorelli + - bashtage + - noatamir + - lithomas1 + - lukemanley workgroups: coc: name: Code of Conduct From 2096b2897b3692c3f4715e5e65e35fbb01e55eea Mon Sep 17 00:00:00 2001 From: Abhinav <61010675+iabhi4@users.noreply.github.com> Date: Sat, 7 Jun 2025 03:00:45 -0700 Subject: [PATCH 71/76] DOC: Validate versions.json before building docs #61573 (#61578) --- web/pandas_web.py | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/web/pandas_web.py b/web/pandas_web.py index 8db2a5448813a..34ac3743148ba 100755 --- a/web/pandas_web.py +++ b/web/pandas_web.py @@ -441,6 +441,16 @@ def main( For ``.md`` and ``.html`` files, render them with the context before copying them. ``.md`` files are transformed to HTML. """ + # Sanity check: validate that versions.json is valid JSON + versions_path = os.path.join(source_path, "versions.json") + with open(versions_path, encoding="utf-8") as f: + try: + json.load(f) + except json.JSONDecodeError as e: + raise RuntimeError( + f"Invalid versions.json: {e}. Ensure it is valid JSON." + ) from e + config_fname = os.path.join(source_path, "config.yml") shutil.rmtree(target_path, ignore_errors=True) From e2558d8a4703288dc1a430c990a89d2110cc81f4 Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Sun, 8 Jun 2025 16:47:50 +0400 Subject: [PATCH 72/76] WEB: Restore website width and improve table of contents style (#61593) --- web/pandas/static/css/pandas.css | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/web/pandas/static/css/pandas.css b/web/pandas/static/css/pandas.css index 5fe853e7771dd..3bc4d81f21b64 100644 --- a/web/pandas/static/css/pandas.css +++ b/web/pandas/static/css/pandas.css @@ -106,23 +106,22 @@ blockquote { color: #787878; font-size: 18px; } - .toc { - background: #f0f0f0; - padding: 10px; + background: #f9f9f9; + padding: 1em; + border: 0.1em solid darkgrey; + border-radius: 0.4em; display: inline-block; + margin: 1em 0; +} +.toc .toctitle { + font-weight: bold; + padding-bottom: 1em; } a.headerlink { opacity: 0; } -h2:hover a.headerlink { - opacity: 1; - transition: opacity 0.5s; -} -h3:hover a.headerlink { +h2:hover a.headerlink, h3:hover a.headerlink { opacity: 1; transition: opacity 0.5s; } -.container { - max-width: 100ch; -} From 7d542b4b429b50f3c6df223275363cad63c9a153 Mon Sep 17 00:00:00 2001 From: Simon Hawkins Date: Sun, 8 Jun 2025 17:00:49 +0100 Subject: [PATCH 73/76] WEB: remove "String data type" from "Roadmap points pending a PDEP" section. (#61601) --- web/pandas/about/roadmap.md | 21 --------------------- 1 file changed, 21 deletions(-) diff --git a/web/pandas/about/roadmap.md b/web/pandas/about/roadmap.md index aba95ec2c03fc..278143c01e7dc 100644 --- a/web/pandas/about/roadmap.md +++ b/web/pandas/about/roadmap.md @@ -58,27 +58,6 @@ library, making their behavior more consistent with the handling of NumPy arrays. We'll do this by cleaning up pandas' internals and adding new methods to the extension array interface. -### String data type - -Currently, pandas stores text data in an `object` -dtype NumPy array. -The current implementation has two primary drawbacks: First, `object` --dtype is not specific to strings: any Python object can be stored in an -`object` -dtype array, not just strings. Second: this is not efficient. -The NumPy memory model isn't especially well-suited to variable width -text data. - -To solve the first issue, we propose a new extension type for string -data. This will initially be opt-in, with users explicitly requesting -`dtype="string"`. The array backing this string dtype may initially be -the current implementation: an `object` -dtype NumPy array of Python -strings. - -To solve the second issue (performance), we'll explore alternative -in-memory array libraries (for example, Apache Arrow). As part of the -work, we may need to implement certain operations expected by pandas -users (for example the algorithm used in, `Series.str.upper`). That work -may be done outside of pandas. - ### Apache Arrow interoperability [Apache Arrow](https://arrow.apache.org) is a cross-language development From de357d379ae3272d26ba385835210365349eda8e Mon Sep 17 00:00:00 2001 From: Florian Bourgey Date: Mon, 9 Jun 2025 13:14:06 -0400 Subject: [PATCH 74/76] Update whatsnew for issue #53115 (#61586) * update whatsnew * improve message --- doc/source/whatsnew/v3.0.0.rst | 1 + 1 file changed, 1 insertion(+) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index d3eba701b8686..4bb11aea9fc4a 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -712,6 +712,7 @@ Timezones Numeric ^^^^^^^ - Bug in :meth:`DataFrame.corr` where numerical precision errors resulted in correlations above ``1.0`` (:issue:`61120`) +- Bug in :meth:`DataFrame.cov` raises a ``TypeError`` instead of returning potentially incorrect results or other errors (:issue:`53115`) - Bug in :meth:`DataFrame.quantile` where the column type was not preserved when ``numeric_only=True`` with a list-like ``q`` produced an empty result (:issue:`59035`) - Bug in :meth:`Series.dot` returning ``object`` dtype for :class:`ArrowDtype` and nullable-dtype data (:issue:`61375`) - Bug in ``np.matmul`` with :class:`Index` inputs raising a ``TypeError`` (:issue:`57079`) From b8371f5e6f329bfe1b5f1e099e221c8219fc6bbd Mon Sep 17 00:00:00 2001 From: Marc Garcia Date: Mon, 9 Jun 2025 22:18:25 +0400 Subject: [PATCH 75/76] ENH: Implement to_iceberg (#61507) --- doc/source/getting_started/install.rst | 2 +- doc/source/reference/io.rst | 1 + doc/source/user_guide/io.rst | 27 ++++++++- doc/source/whatsnew/v3.0.0.rst | 2 +- pandas/core/frame.py | 56 +++++++++++++++++ pandas/io/iceberg.py | 60 ++++++++++++++++++- pandas/tests/io/test_iceberg.py | 83 +++++++++++++++++++++++++- 7 files changed, 224 insertions(+), 7 deletions(-) diff --git a/doc/source/getting_started/install.rst b/doc/source/getting_started/install.rst index 93663c1cced7e..1589fea5f8953 100644 --- a/doc/source/getting_started/install.rst +++ b/doc/source/getting_started/install.rst @@ -308,7 +308,7 @@ Dependency Minimum Version pip ex `zlib `__ hdf5 Compression for HDF5 `fastparquet `__ 2024.2.0 - Parquet reading / writing (pyarrow is default) `pyarrow `__ 10.0.1 parquet, feather Parquet, ORC, and feather reading / writing -`PyIceberg `__ 0.7.1 iceberg Apache Iceberg reading +`PyIceberg `__ 0.7.1 iceberg Apache Iceberg reading / writing `pyreadstat `__ 1.2.6 spss SPSS files (.sav) reading `odfpy `__ 1.4.1 excel Open document format (.odf, .ods, .odt) reading / writing ====================================================== ================== ================ ========================================================== diff --git a/doc/source/reference/io.rst b/doc/source/reference/io.rst index 6e5992916f800..37d9e7f6b7dbd 100644 --- a/doc/source/reference/io.rst +++ b/doc/source/reference/io.rst @@ -162,6 +162,7 @@ Iceberg :toctree: api/ read_iceberg + DataFrame.to_iceberg .. warning:: ``read_iceberg`` is experimental and may change without warning. diff --git a/doc/source/user_guide/io.rst b/doc/source/user_guide/io.rst index e5d43259033b3..25f1e11e6b603 100644 --- a/doc/source/user_guide/io.rst +++ b/doc/source/user_guide/io.rst @@ -29,7 +29,7 @@ The pandas I/O API is a set of top level ``reader`` functions accessed like binary,`HDF5 Format `__, :ref:`read_hdf`, :ref:`to_hdf` binary,`Feather Format `__, :ref:`read_feather`, :ref:`to_feather` binary,`Parquet Format `__, :ref:`read_parquet`, :ref:`to_parquet` - binary,`Apache Iceberg `__, :ref:`read_iceberg` , NA + binary,`Apache Iceberg `__, :ref:`read_iceberg` , :ref:`to_iceberg` binary,`ORC Format `__, :ref:`read_orc`, :ref:`to_orc` binary,`Stata `__, :ref:`read_stata`, :ref:`to_stata` binary,`SAS `__, :ref:`read_sas` , NA @@ -5417,7 +5417,7 @@ engines to safely work with the same tables at the same time. Iceberg support predicate pushdown and column pruning, which are available to pandas users via the ``row_filter`` and ``selected_fields`` parameters of the :func:`~pandas.read_iceberg` -function. This is convenient to extract from large tables a subset that fits in memory asa +function. This is convenient to extract from large tables a subset that fits in memory as a pandas ``DataFrame``. Internally, pandas uses PyIceberg_ to query Iceberg. @@ -5497,6 +5497,29 @@ parameter: Reading a particular snapshot is also possible providing the snapshot ID as an argument to ``snapshot_id``. +To save a ``DataFrame`` to Iceberg, it can be done with the :meth:`DataFrame.to_iceberg` +method: + +.. code-block:: python + + df.to_iceberg("my_table", catalog_name="my_catalog") + +To specify the catalog, it works in the same way as for :func:`read_iceberg` with the +``catalog_name`` and ``catalog_properties`` parameters. + +The location of the table can be specified with the ``location`` parameter: + +.. code-block:: python + + df.to_iceberg( + "my_table", + catalog_name="my_catalog", + location="s://my-data-lake/my-iceberg-tables", + ) + +It is possible to add properties to the table snapshot by passing a dictionary to the +``snapshot_properties`` parameter. + More information about the Iceberg format can be found in the `Apache Iceberg official page `__. diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 4bb11aea9fc4a..03a386708323d 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -79,7 +79,7 @@ Other enhancements - :py:class:`frozenset` elements in pandas objects are now natively printed (:issue:`60690`) - Add ``"delete_rows"`` option to ``if_exists`` argument in :meth:`DataFrame.to_sql` deleting all records of the table before inserting data (:issue:`37210`). - Added half-year offset classes :class:`HalfYearBegin`, :class:`HalfYearEnd`, :class:`BHalfYearBegin` and :class:`BHalfYearEnd` (:issue:`60928`) -- Added support to read from Apache Iceberg tables with the new :func:`read_iceberg` function (:issue:`61383`) +- Added support to read and write from and to Apache Iceberg tables with the new :func:`read_iceberg` and :meth:`DataFrame.to_iceberg` functions (:issue:`61383`) - Errors occurring during SQL I/O will now throw a generic :class:`.DatabaseError` instead of the raw Exception type from the underlying driver manager library (:issue:`60748`) - Implemented :meth:`Series.str.isascii` and :meth:`Series.str.isascii` (:issue:`59091`) - Improved deprecation message for offset aliases (:issue:`60820`) diff --git a/pandas/core/frame.py b/pandas/core/frame.py index bf919c6fe8a42..8053c17437c5e 100644 --- a/pandas/core/frame.py +++ b/pandas/core/frame.py @@ -3547,6 +3547,62 @@ def to_xml( return xml_formatter.write_output() + def to_iceberg( + self, + table_identifier: str, + catalog_name: str | None = None, + *, + catalog_properties: dict[str, Any] | None = None, + location: str | None = None, + append: bool = False, + snapshot_properties: dict[str, str] | None = None, + ) -> None: + """ + Write a DataFrame to an Apache Iceberg table. + + .. versionadded:: 3.0.0 + + .. warning:: + + to_iceberg is experimental and may change without warning. + + Parameters + ---------- + table_identifier : str + Table identifier. + catalog_name : str, optional + The name of the catalog. + catalog_properties : dict of {str: str}, optional + The properties that are used next to the catalog configuration. + location : str, optional + Location for the table. + append : bool, default False + If ``True``, append data to the table, instead of replacing the content. + snapshot_properties : dict of {str: str}, optional + Custom properties to be added to the snapshot summary + + See Also + -------- + read_iceberg : Read an Apache Iceberg table. + DataFrame.to_parquet : Write a DataFrame in Parquet format. + + Examples + -------- + >>> df = pd.DataFrame(data={"col1": [1, 2], "col2": [4, 3]}) + >>> df.to_iceberg("my_table", catalog_name="my_catalog") # doctest: +SKIP + """ + from pandas.io.iceberg import to_iceberg + + to_iceberg( + self, + table_identifier, + catalog_name, + catalog_properties=catalog_properties, + location=location, + append=append, + snapshot_properties=snapshot_properties, + ) + # ---------------------------------------------------------------------- @doc(INFO_DOCSTRING, **frame_sub_kwargs) def info( diff --git a/pandas/io/iceberg.py b/pandas/io/iceberg.py index 8a3e8f5da49b3..dcb675271031e 100644 --- a/pandas/io/iceberg.py +++ b/pandas/io/iceberg.py @@ -10,6 +10,7 @@ def read_iceberg( table_identifier: str, catalog_name: str | None = None, + *, catalog_properties: dict[str, Any] | None = None, row_filter: str | None = None, selected_fields: tuple[str] | None = None, @@ -21,6 +22,8 @@ def read_iceberg( """ Read an Apache Iceberg table into a pandas DataFrame. + .. versionadded:: 3.0.0 + .. warning:: read_iceberg is experimental and may change without warning. @@ -71,7 +74,6 @@ def read_iceberg( """ pyiceberg_catalog = import_optional_dependency("pyiceberg.catalog") pyiceberg_expressions = import_optional_dependency("pyiceberg.expressions") - if catalog_properties is None: catalog_properties = {} catalog = pyiceberg_catalog.load_catalog(catalog_name, **catalog_properties) @@ -91,3 +93,59 @@ def read_iceberg( limit=limit, ) return result.to_pandas() + + +def to_iceberg( + df: DataFrame, + table_identifier: str, + catalog_name: str | None = None, + *, + catalog_properties: dict[str, Any] | None = None, + location: str | None = None, + append: bool = False, + snapshot_properties: dict[str, str] | None = None, +) -> None: + """ + Write a DataFrame to an Apache Iceberg table. + + .. versionadded:: 3.0.0 + + Parameters + ---------- + table_identifier : str + Table identifier. + catalog_name : str, optional + The name of the catalog. + catalog_properties : dict of {str: str}, optional + The properties that are used next to the catalog configuration. + location : str, optional + Location for the table. + append : bool, default False + If ``True``, append data to the table, instead of replacing the content. + snapshot_properties : dict of {str: str}, optional + Custom properties to be added to the snapshot summary + + See Also + -------- + read_iceberg : Read an Apache Iceberg table. + DataFrame.to_parquet : Write a DataFrame in Parquet format. + """ + pa = import_optional_dependency("pyarrow") + pyiceberg_catalog = import_optional_dependency("pyiceberg.catalog") + if catalog_properties is None: + catalog_properties = {} + catalog = pyiceberg_catalog.load_catalog(catalog_name, **catalog_properties) + arrow_table = pa.Table.from_pandas(df) + table = catalog.create_table_if_not_exists( + identifier=table_identifier, + schema=arrow_table.schema, + location=location, + # we could add `partition_spec`, `sort_order` and `properties` in the + # future, but it may not be trivial without exposing PyIceberg objects + ) + if snapshot_properties is None: + snapshot_properties = {} + if append: + table.append(arrow_table, snapshot_properties=snapshot_properties) + else: + table.overwrite(arrow_table, snapshot_properties=snapshot_properties) diff --git a/pandas/tests/io/test_iceberg.py b/pandas/tests/io/test_iceberg.py index 765eccb602434..916c1d2af9b12 100644 --- a/pandas/tests/io/test_iceberg.py +++ b/pandas/tests/io/test_iceberg.py @@ -22,7 +22,7 @@ pyiceberg_catalog = pytest.importorskip("pyiceberg.catalog") pq = pytest.importorskip("pyarrow.parquet") -Catalog = collections.namedtuple("Catalog", ["name", "uri"]) +Catalog = collections.namedtuple("Catalog", ["name", "uri", "warehouse"]) @pytest.fixture @@ -58,7 +58,7 @@ def catalog(request, tmp_path): importlib.reload(pyiceberg_catalog) # needed to reload the config file - yield Catalog(name=catalog_name or "default", uri=uri) + yield Catalog(name=catalog_name or "default", uri=uri, warehouse=warehouse) if catalog_name is not None: config_path.unlink() @@ -141,3 +141,82 @@ def test_read_with_limit(self, catalog): limit=2, ) tm.assert_frame_equal(result, expected) + + def test_write(self, catalog): + df = pd.DataFrame( + { + "A": [1, 2, 3], + "B": ["foo", "foo", "foo"], + } + ) + df.to_iceberg( + "ns.new_table", + catalog_properties={"uri": catalog.uri}, + location=catalog.warehouse, + ) + result = read_iceberg( + "ns.new_table", + catalog_properties={"uri": catalog.uri}, + ) + tm.assert_frame_equal(result, df) + + @pytest.mark.parametrize("catalog", ["default", "pandas_tests"], indirect=True) + def test_write_by_catalog_name(self, catalog): + df = pd.DataFrame( + { + "A": [1, 2, 3], + "B": ["foo", "foo", "foo"], + } + ) + df.to_iceberg( + "ns.new_table", + catalog_name=catalog.name, + ) + result = read_iceberg( + "ns.new_table", + catalog_name=catalog.name, + ) + tm.assert_frame_equal(result, df) + + def test_write_existing_table_with_append_true(self, catalog): + original = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + ) + new = pd.DataFrame( + { + "A": [1, 2, 3], + "B": ["foo", "foo", "foo"], + } + ) + expected = pd.concat([original, new], ignore_index=True) + new.to_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + location=catalog.warehouse, + append=True, + ) + result = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + ) + tm.assert_frame_equal(result, expected) + + def test_write_existing_table_with_append_false(self, catalog): + df = pd.DataFrame( + { + "A": [1, 2, 3], + "B": ["foo", "foo", "foo"], + } + ) + df.to_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + location=catalog.warehouse, + append=False, + ) + result = read_iceberg( + "ns.my_table", + catalog_properties={"uri": catalog.uri}, + ) + tm.assert_frame_equal(result, df) From 1390f74bfe74ab914de3840c05307a36f972e9b9 Mon Sep 17 00:00:00 2001 From: heoh Date: Mon, 9 Jun 2025 18:48:42 +0000 Subject: [PATCH 76/76] BUG: Fix RecursionError when apply native container types as a func (#61565) --- doc/source/whatsnew/v3.0.0.rst | 1 + pandas/_libs/lib.pyx | 3 ++- pandas/tests/dtypes/test_inference.py | 9 +++++++++ 3 files changed, 12 insertions(+), 1 deletion(-) diff --git a/doc/source/whatsnew/v3.0.0.rst b/doc/source/whatsnew/v3.0.0.rst index 03a386708323d..b76d722be4e6d 100644 --- a/doc/source/whatsnew/v3.0.0.rst +++ b/doc/source/whatsnew/v3.0.0.rst @@ -884,6 +884,7 @@ Other - Bug in :func:`eval` with ``engine="numexpr"`` returning unexpected result for float division. (:issue:`59736`) - Bug in :func:`to_numeric` raising ``TypeError`` when ``arg`` is a :class:`Timedelta` or :class:`Timestamp` scalar. (:issue:`59944`) - Bug in :func:`unique` on :class:`Index` not always returning :class:`Index` (:issue:`57043`) +- Bug in :meth:`DataFrame.apply` raising ``RecursionError`` when passing ``func=list[int]``. (:issue:`61565`) - Bug in :meth:`DataFrame.apply` where passing ``engine="numba"`` ignored ``args`` passed to the applied function (:issue:`58712`) - Bug in :meth:`DataFrame.eval` and :meth:`DataFrame.query` which caused an exception when using NumPy attributes via ``@`` notation, e.g., ``df.eval("@np.floor(a)")``. (:issue:`58041`) - Bug in :meth:`DataFrame.eval` and :meth:`DataFrame.query` which did not allow to use ``tan`` function. (:issue:`55091`) diff --git a/pandas/_libs/lib.pyx b/pandas/_libs/lib.pyx index cded299f77876..3b7d659c2150e 100644 --- a/pandas/_libs/lib.pyx +++ b/pandas/_libs/lib.pyx @@ -2,6 +2,7 @@ from collections import abc from decimal import Decimal from enum import Enum from sys import getsizeof +from types import GenericAlias from typing import ( Literal, _GenericAlias, @@ -1298,7 +1299,7 @@ cdef bint c_is_list_like(object obj, bint allow_sets) except -1: getattr(obj, "__iter__", None) is not None and not isinstance(obj, type) # we do not count strings/unicode/bytes as list-like # exclude Generic types that have __iter__ - and not isinstance(obj, (str, bytes, _GenericAlias)) + and not isinstance(obj, (str, bytes, _GenericAlias, GenericAlias)) # exclude zero-dimensional duck-arrays, effectively scalars and not (hasattr(obj, "ndim") and obj.ndim == 0) # exclude sets if allow_sets is False diff --git a/pandas/tests/dtypes/test_inference.py b/pandas/tests/dtypes/test_inference.py index db98751324ebc..7fd0395009adb 100644 --- a/pandas/tests/dtypes/test_inference.py +++ b/pandas/tests/dtypes/test_inference.py @@ -250,6 +250,15 @@ class MyDataFrame(DataFrame, Generic[T]): ... assert inference.is_list_like(tst) +def test_is_list_like_native_container_types(): + # GH 61565 + # is_list_like was yielding false positives for native container types + assert not inference.is_list_like(list[int]) + assert not inference.is_list_like(list[str]) + assert not inference.is_list_like(tuple[int]) + assert not inference.is_list_like(tuple[str]) + + def test_is_sequence(): is_seq = inference.is_sequence assert is_seq((1, 2))