internal merge of PR #1178

PiperOrigin-RevId: 219207387

Author: Jade Abbott

tensor2tensor/data_generators/translate_entn.py

@@ -0,0 +1,57 @@
+# coding=utf-8
+# Copyright 2018 The Tensor2Tensor Authors.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""Data generators for translation data-sets."""
+
+
+from tensor2tensor.data_generators import problem
+from tensor2tensor.data_generators import text_encoder
+from tensor2tensor.data_generators import translate
+from tensor2tensor.utils import registry
+
+
+EOS = text_encoder.EOS_ID
+
+_URL = "https://github.com/LauraMartinus/ukuxhumana/blob/master/data/en_tn"
+
+_ENTN_TRAIN_DATASETS = [[
+    _URL + "/eng_tswane.train.tar.gz?raw=true",
+    ("entn_parallel.train.en", "entn_parallel.train.tn")
+]]
+
+_ENTN_TEST_DATASETS = [[
+    _URL + "/eng_tswane.dev.tar.gz?raw=true",
+    ("entn_parallel.dev.en", "entn_parallel.dev.tn")
+]]
+
+
+@registry.register_problem
+class TranslateEntnRma(translate.TranslateProblem):
+  """Problem spec for English-Setswana translation.
+
+  Uses the RMA Autshumato dataset.
+  """
+
+  @property
+  def approx_vocab_size(self):
+    return 2**15  # 32768
+
+  @property
+  def vocab_filename(self):
+    return "vocab.entn.%d" % self.approx_vocab_size
+
+  def source_data_files(self, dataset_split):
+    train = dataset_split == problem.DatasetSplit.TRAIN
+    return _ENTN_TRAIN_DATASETS if train else _ENTN_TEST_DATASETS