From 75e6f86de37a0e94035f20f5cbda0deb7e203eca Mon Sep 17 00:00:00 2001 From: rkmohan2 Date: Tue, 29 Apr 2025 17:54:32 -0500 Subject: [PATCH 1/4] "Ray mandelbrot" --- examples/ray/mandelbrot.py | 71 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 71 insertions(+) create mode 100644 examples/ray/mandelbrot.py diff --git a/examples/ray/mandelbrot.py b/examples/ray/mandelbrot.py new file mode 100644 index 00000000..0fb52923 --- /dev/null +++ b/examples/ray/mandelbrot.py @@ -0,0 +1,71 @@ +from charm4py import ray, charm +import numpy as np +import matplotlib.pyplot as plt +import os + +# Compute whether a point is in the Mandelbrot set +def mandelbrot_fast(re, im, max_iter): + zr = zi = 0.0 + for i in range(max_iter): + zr2 = zr * zr + zi2 = zi * zi + if zr2 + zi2 > 4.0: + return i + zi = 2 * zr * zi + im + zr = zr2 - zi2 + re + return max_iter + +# Remote task to compute a tile +@ray.remote +def compute_tile(x_start, x_end, y_start, y_end, width, height, max_iter): + tile = np.zeros((y_end - y_start, x_end - x_start), dtype=np.uint16) + for y in range(y_start, y_end): + for x in range(x_start, x_end): + re = 3.5 * (x / width) - 2.5 + im = 2.0 * (y / height) - 1.0 + tile[y - y_start, x - x_start] = mandelbrot_fast(re, im, max_iter) + return tile + +def generate_mandelbrot_image_optimized(width=12000, height=8000, max_iter=200, tile_size=1000, max_pending=1000): + # Pre-create the empty file with the correct size + total_bytes = 2 * width * height # 2 bytes per pixel (uint16) + with open("output/mandelbrot_large.dat", "wb") as f: + f.seek(total_bytes - 1) + f.write(b'\0') + result_image = np.memmap("output/mandelbrot_large.dat", dtype=np.uint16, mode='w+', shape=(height, width)) + pending = [] + + for y in range(0, height, tile_size): + for x in range(0, width, tile_size): + x_end = min(x + tile_size, width) + y_end = min(y + tile_size, height) + tile_ref = compute_tile.remote(x, x_end, y, y_end, width, height, max_iter) + pending.append(((x, y), tile_ref)) + + if len(pending) >= max_pending: + (x0, y0), tile = pending.pop(0) + tile = ray.get(tile) + result_image[y0:y0+tile.shape[0], x0:x0+tile.shape[1]] = tile + + for (x0, y0), tile_ref in pending: + tile = ray.get(tile_ref) + result_image[y0:y0+tile.shape[0], x0:x0+tile.shape[1]] = tile + + return result_image + + +def main(args): + output_path = "output/mandelbrot_large.dat" + os.makedirs(os.path.dirname(output_path), exist_ok=True) + ray.init() + # Run the benchmark + image = generate_mandelbrot_image_optimized(width=int(args[1]), height=int(args[2]), max_iter=int(args[3]), tile_size=int(args[4])) + # Optional: show the result + plt.imshow(image, cmap='hot') + plt.title("Mandelbrot Set (Ray)") + plt.axis('off') + plt.savefig("mandelbrot_ray.png", dpi=300, bbox_inches='tight') + os.remove('output/mandelbrot_large.dat') + charm.exit() + +charm.start(main) From ed931c00c3afad3fd0274d58179003346bdac011 Mon Sep 17 00:00:00 2001 From: rkmohan2 Date: Tue, 29 Apr 2025 20:46:37 -0500 Subject: [PATCH 2/4] Added readme and test --- examples/ray/mandelbrot/README.rst | 16 ++++++++++++++++ examples/ray/{ => mandelbrot}/mandelbrot.py | 0 examples/ray/mandelbrot/mandelbrot_ray.png | Bin 0 -> 224227 bytes test_config.json | 4 ++++ 4 files changed, 20 insertions(+) create mode 100644 examples/ray/mandelbrot/README.rst rename examples/ray/{ => mandelbrot}/mandelbrot.py (100%) create mode 100644 examples/ray/mandelbrot/mandelbrot_ray.png diff --git a/examples/ray/mandelbrot/README.rst b/examples/ray/mandelbrot/README.rst new file mode 100644 index 00000000..b901304d --- /dev/null +++ b/examples/ray/mandelbrot/README.rst @@ -0,0 +1,16 @@ +================== +Mandelbrot example +================== + +mandelbrot.py + - height - height of image + - width - width of image + - max_iter - determines the "defintion" of zoom + - tile_size - parallelization factor. each tile is computed in parallel + + Generates mandelbrot.png - Computes a high-resolution image of the Mandelbrot set using parallel processing. It divides the image into smaller rectangular tiles and distributes these tiles across multiple worker tasks using Ray-Charm4py. Each task calculates whether each pixel in its tile belongs to the Mandelbrot set, storing the result in a memory-mapped file to avoid using excessive RAM. This approach enables efficient generation of very large fractal images by balancing performance and memory usage. + +.. image:: mandelbrot_ray.png + :alt: Mandelbrot Set Visualization + :align: center + \ No newline at end of file diff --git a/examples/ray/mandelbrot.py b/examples/ray/mandelbrot/mandelbrot.py similarity index 100% rename from examples/ray/mandelbrot.py rename to examples/ray/mandelbrot/mandelbrot.py diff --git a/examples/ray/mandelbrot/mandelbrot_ray.png b/examples/ray/mandelbrot/mandelbrot_ray.png new file mode 100644 index 0000000000000000000000000000000000000000..73c8b78dd213f484105411d1dd55fbcd9cc545c2 GIT binary patch literal 224227 zcmeFY_dk~Z|37R?LK2cy$R0(qDLX2mP_hZx*?VRrL?W5V%sP$iaoVA>_okA)x6^q& zj$WVd_j_G`!1cp*yIpQK@7J5o^E{5@`FuR@kNbECd-yfd7a)Dd;$9+C6u2HF{}=bKl6x-rCN|+S2%ni`h#@OFLU3{u|f% zZ}48RaB{MD6c-S%`QNYLw|i+W;AnUH8$N}^Uipb54h}yn@{Q}3DdU2Ji-U7l{>~$} zq?Jk6q-SQM*v;;Qk~(wOcatkw7gVl%62Zl##O3NExKqs%nx3A{@>)9T%vLE+=ovf; 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z=HqIFVfTGhB%Q!!y5>1x$-ZMI(Cz<3{a<^Rhf$n;ikZ*446Ly0RDg^Z+o&D0YC5z% zV^ER^Lxv&Zo(wmpbTa+v?`5?2zoTRnh!@Vfc^zhr8^8G#@LsokJ*1uu44?=IXIS7= zvGf-kwQ$!I>&HP5q<)qyOkq3pFJ{wB`TOFv2s+dGpAQq>j@^p?uBWhN3Bmv8IuNA) l|G$&{-`l@S@xRyMAY5giIC_dQF%%8>(^S<}sZ_F#{D0~Ax$po0 literal 0 HcmV?d00001 diff --git a/test_config.json b/test_config.json index 7d2f4c6f..5c8ef522 100644 --- a/test_config.json +++ b/test_config.json @@ -312,5 +312,9 @@ "condition": "numbaInstalled", "path": "examples/wave2d/wave2d.py", "args": "300 -1 --NO-RENDER" + }, + { + "path": "examples/ray/mandelbrot.py", + "args": "100 100 10 10" } ] From 9905d5ae1e2ca3b3016a0c5e69ea82d6bda6a2db Mon Sep 17 00:00:00 2001 From: Ritvik Rao Date: Tue, 29 Apr 2025 21:22:34 -0500 Subject: [PATCH 3/4] fix mandelbrot path in test --- test_config.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test_config.json b/test_config.json index 5c8ef522..d45cf914 100644 --- a/test_config.json +++ b/test_config.json @@ -314,7 +314,7 @@ "args": "300 -1 --NO-RENDER" }, { - "path": "examples/ray/mandelbrot.py", + "path": "examples/ray/mandelbrot/mandelbrot.py", "args": "100 100 10 10" } ] From 6629c9970a4e505cdfef4573359a54cba073e8cf Mon Sep 17 00:00:00 2001 From: Ritvik Rao Date: Tue, 29 Apr 2025 21:48:38 -0500 Subject: [PATCH 4/4] include matplotlib --- .github/workflows/charm4py.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/charm4py.yml b/.github/workflows/charm4py.yml index 5db78b32..a6a08acf 100644 --- a/.github/workflows/charm4py.yml +++ b/.github/workflows/charm4py.yml @@ -31,7 +31,7 @@ jobs: python-version: ${{ matrix.python-version }} - name: Install dependencies run: | - pip install setuptools cython cffi greenlet numpy torch torchvision filelock + pip install setuptools cython cffi greenlet numpy torch torchvision filelock matplotlib if [ ${{ matrix.os }} == 'macos-13' ]; then # pypi only distributes torch packages w/ numpy v1 for macos-x86_64 pip install 'numpy<2'