docs: add w/ glossary and model

samples/snippets/translate_v3_batch_translate_text_with_glossary_and_model.py

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+# -*- coding: utf-8 -*-
+#
+# Copyright 2019 Google LLC
+#
+# 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
+#
+#     https://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.
+
+# DO NOT EDIT! This is a generated sample ("LongRunningPromise",  "translate_v3_batch_translate_text_with_glossary_and_model")
+
+# To install the latest published package dependency, execute the following:
+#   pip install google-cloud-translate
+
+# sample-metadata
+#   title: Batch Translate with Glossary and Model
+#   description: Batch translate text with Glossary using AutoML Translation model
+#   usage: python3 translate_v3_batch_translate_text_with_glossary_and_model.py [--input_uri "gs://cloud-samples-data/text.txt"] [--output_uri "gs://YOUR_BUCKET_ID/path_to_store_results/"] [--project "[Google Cloud Project ID]"] [--location "us-central1"] [--target_language en] [--source_language de] [--model_id "{your-model-id}"] [--glossary_id "{your-glossary-id}"]
+
+# [START translate_v3_batch_translate_text_with_glossary_and_model]
+from google.cloud import translate
+
+def sample_batch_translate_text_with_glossary_and_model(
+    input_uri,
+    output_uri,
+    project_id,
+    location,
+    target_language,
+    source_language,
+    model_id,
+    glossary_id
+):
+    """
+    Batch translate text with Glossary and Translation model
+    """
+
+    client = translate.TranslationServiceClient()
+
+    # TODO(developer): Uncomment and set the following variables
+    # input_uri = 'gs://cloud-samples-data/text.txt'
+    # output_uri = 'gs://YOUR_BUCKET_ID/path_to_store_results/'
+    # project = '[Google Cloud Project ID]'
+    # location = 'us-central1'
+    # target_language = 'en'
+    # source_language = 'de'
+    # model_id = '{your-model-id}'
+    # glossary_id = '[YOUR_GLOSSARY_ID]'
+    target_language_codes = [target_language]
+    gcs_source = {"input_uri": input_uri}
+
+    # Optional. Can be "text/plain" or "text/html".
+    mime_type = "text/plain"
+    input_configs_element = {"gcs_source": gcs_source, "mime_type": mime_type}
+    input_configs = [input_configs_element]
+    gcs_destination = {"output_uri_prefix": output_uri}
+    output_config = {"gcs_destination": gcs_destination}
+    parent = client.location_path(project_id, location)
+    model_path = 'projects/{}/locations/{}/models/{}'.format(project_id, 'us-central1', model_id)
+    models = {target_language: model_path}
+
+    glossary_path = client.glossary_path(
+        project_id,
+        'us-central1',  # The location of the glossary
+        glossary_id)
+
+    glossary_config = translate.types.TranslateTextGlossaryConfig(
+        glossary=glossary_path)
+    glossaries = {"ja": glossary_config} #target lang as key
+
+    operation = client.batch_translate_text(
+        parent=parent,
+        source_language_code=source_language,
+        target_language_codes=target_language_codes,
+        input_configs=input_configs,
+        output_config=output_config,
+        models=models,
+        glossaries=glossaries
+    )
+
+    print(u"Waiting for operation to complete...")
+    response = operation.result()
+
+    # Display the translation for each input text provided
+    print(u"Total Characters: {}".format(response.total_characters))
+    print(u"Translated Characters: {}".format(response.translated_characters))
+
+
+# [END translate_v3_batch_translate_text_with_glossary_and_model]
+
+
+def main():
+    import argparse
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        "--input_uri", type=str, default="gs://cloud-samples-data/text.txt"
+    )
+    parser.add_argument(
+        "--output_uri", type=str, default="gs://YOUR_BUCKET_ID/path_to_store_results/"
+    )
+    parser.add_argument("--project_id", type=str, default="[Google Cloud Project ID]")
+    parser.add_argument("--location", type=str, default="us-central1")
+    parser.add_argument("--target_language", type=str, default="en")
+    parser.add_argument("--source_language", type=str, default="de")
+    parser.add_argument(
+        "--model_id",
+        type=str,
+        default="{your-model-id}"
+    )
+    parser.add_argument(
+        "--glossary_id",
+        type=str,
+        default="[YOUR_GLOSSARY_ID]",
+    )
+    args = parser.parse_args()
+
+    sample_batch_translate_text_with_glossary_and_model(
+        args.input_uri,
+        args.output_uri,
+        args.project_id,
+        args.location,
+        args.target_language,
+        args.source_language,
+        args.model_id,
+        args.glossary_id
+    )
+
+
+if __name__ == "__main__":
+    main()

samples/snippets/translate_v3_batch_translate_text_with_glossary_and_model_test.py

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+# Copyright 2019 Google LLC
+#
+# 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.
+
+import os
+import pytest
+import uuid
+import translate_v3_batch_translate_text_with_glossary_and_model
+import translate_v3_create_glossary
+import translate_v3_delete_glossary
+from google.cloud import storage
+
+PROJECT_ID = os.environ['GOOGLE_CLOUD_PROJECT']
+GLOSSARY_INPUT_URI = 'gs://cloud-samples-data/translation/glossary_ja.csv'
+MODEL_ID = 'TRL3128559826197068699'
+
+@pytest.fixture(scope='session')
+def glossary():
+    """Get the ID of a glossary available to session (do not mutate/delete)."""
+    glossary_id = 'must-start-with-letters-' + str(uuid.uuid1())
+    translate_v3_create_glossary.sample_create_glossary(
+        PROJECT_ID,
+        GLOSSARY_INPUT_URI,
+        glossary_id
+    )
+
+    yield glossary_id
+
+    try:
+        translate_v3_delete_glossary.sample_delete_glossary(PROJECT_ID, glossary_id)
+    except Exception:
+        pass
+
+@pytest.fixture(scope='function')
+def bucket():
+    """Create a temporary bucket to store annotation output."""
+    bucket_name = "mike-test-delete-" + str(uuid.uuid1())
+    storage_client = storage.Client()
+    bucket = storage_client.create_bucket(bucket_name)
+
+    yield bucket
+
+    bucket.delete(force=True)
+
+def test_batch_translate_text_with_glossary_and_model(capsys, bucket, glossary):
+    translate_v3_batch_translate_text_with_glossary_and_model.sample_batch_translate_text_with_glossary_and_model(
+        'gs://cloud-samples-data/translation/text_with_custom_model_and_glossary.txt',
+        'gs://{}/translation/BATCH_TRANSLATION_OUTPUT/'.format(bucket.name),
+        PROJECT_ID,
+        'us-central1',
+        'ja',
+        'en',
+        MODEL_ID,
+        glossary
+        )
+
+    out, _ = capsys.readouterr()
+    assert 'Total Characters: 25' in out
+    #TODO: find a way to make sure it translates correctly
+    # SHOULD NOT BE - Google NMT model -> それはしません。欺ception"
+    # literal: "それはそうだ"  # custom model
+    # literal: "欺く"  # glossary