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Translate: migrate published v3 translate batch samples (#2914)
* Translate: migrate published b v3 tch samples * added missing requirements * extended wait time * inlined some vals and specified input and output * added link to supported file types & modified default values of input uri * fixed small nit
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google-cloud-translate==2.0.0 | ||
google-cloud-storage==1.19.1 | ||
google-cloud-automl==0.9.0 |
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67
translate/automl/translate_v3_batch_translate_text_with_model.py
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# Copyright 2020 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. | ||
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# [START translate_v3_batch_translate_text_with_model] | ||
from google.cloud import translate | ||
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def batch_translate_text_with_model( | ||
input_uri="gs://YOUR_BUCKET_ID/path/to/your/file.txt", | ||
output_uri="gs://YOUR_BUCKET_ID/path/to/save/results/", | ||
project_id="YOUR_PROJECT_ID", | ||
model_id="YOUR_MODEL_ID", | ||
): | ||
"""Batch translate text using Translation model. | ||
Model can be AutoML or General[built-in] model. """ | ||
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client = translate.TranslationServiceClient() | ||
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# Supported file types: https://cloud.google.com/translate/docs/supported-formats | ||
gcs_source = {"input_uri": input_uri} | ||
location = "us-central1" | ||
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input_configs_element = { | ||
"gcs_source": gcs_source, | ||
"mime_type": "text/plain" # Can be "text/plain" or "text/html". | ||
} | ||
gcs_destination = {"output_uri_prefix": output_uri} | ||
output_config = {"gcs_destination": gcs_destination} | ||
parent = client.location_path(project_id, location) | ||
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model_path = "projects/{}/locations/{}/models/{}".format( | ||
project_id, location, model_id # The location of AutoML model. | ||
) | ||
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# Supported language codes: https://cloud.google.com/translate/docs/languages | ||
models = {"ja": model_path} # takes a target lang as key. | ||
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operation = client.batch_translate_text( | ||
parent=parent, | ||
source_language_code="en", | ||
target_language_codes=["ja"], # Up to 10 language codes here. | ||
input_configs=[input_configs_element], | ||
output_config=output_config, | ||
models=models, | ||
) | ||
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print(u"Waiting for operation to complete...") | ||
response = operation.result() | ||
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# Display the translation for each input text provided. | ||
print(u"Total Characters: {}".format(response.total_characters)) | ||
print(u"Translated Characters: {}".format(response.translated_characters)) | ||
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# [END translate_v3_batch_translate_text_with_model] |
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46
translate/automl/translate_v3_batch_translate_text_with_model_test.py
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# Copyright 2020 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. | ||
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import os | ||
import pytest | ||
import uuid | ||
import translate_v3_batch_translate_text_with_model | ||
from google.cloud import storage | ||
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PROJECT_ID = os.environ["GCLOUD_PROJECT"] | ||
MODEL_ID = "TRL3128559826197068699" | ||
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@pytest.fixture(scope="function") | ||
def bucket(): | ||
"""Create a temporary bucket to store annotation output.""" | ||
bucket_name = str(uuid.uuid1()) | ||
storage_client = storage.Client() | ||
bucket = storage_client.create_bucket(bucket_name) | ||
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yield bucket | ||
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bucket.delete(force=True) | ||
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def test_batch_translate_text_with_model(capsys, bucket): | ||
translate_v3_batch_translate_text_with_model.batch_translate_text_with_model( | ||
"gs://cloud-samples-data/translation/custom_model_text.txt", | ||
"gs://{}/translation/BATCH_TRANSLATION_OUTPUT/".format(bucket.name), | ||
PROJECT_ID, | ||
MODEL_ID, | ||
) | ||
out, _ = capsys.readouterr() | ||
assert "Total Characters: 15" in out | ||
assert "Translated Characters: 15" in out |
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55
translate/cloud-client/translate_v3_batch_translate_text.py
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# Copyright 2020 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. | ||
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# [START translate_v3_batch_translate_text] | ||
from google.cloud import translate | ||
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def batch_translate_text( | ||
input_uri="gs://YOUR_BUCKET_ID/path/to/your/file.txt", | ||
output_uri="gs://YOUR_BUCKET_ID/path/to/save/results/", | ||
project_id="YOUR_PROJECT_ID" | ||
): | ||
"""Translates a batch of texts on GCS and stores the result in a GCS location.""" | ||
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client = translate.TranslationServiceClient() | ||
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location = "us-central1" | ||
# Supported file types: https://cloud.google.com/translate/docs/supported-formats | ||
gcs_source = {"input_uri": input_uri} | ||
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input_configs_element = { | ||
"gcs_source": gcs_source, | ||
"mime_type": "text/plain" # Can be "text/plain" or "text/html". | ||
} | ||
gcs_destination = {"output_uri_prefix": output_uri} | ||
output_config = {"gcs_destination": gcs_destination} | ||
parent = client.location_path(project_id, location) | ||
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# Supported language codes: https://cloud.google.com/translate/docs/language | ||
operation = client.batch_translate_text( | ||
parent=parent, | ||
source_language_code="en", | ||
target_language_codes=["ja"], # Up to 10 language codes here. | ||
input_configs=[input_configs_element], | ||
output_config=output_config) | ||
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print(u"Waiting for operation to complete...") | ||
response = operation.result(90) | ||
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print(u"Total Characters: {}".format(response.total_characters)) | ||
print(u"Translated Characters: {}".format(response.translated_characters)) | ||
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# [END translate_v3_batch_translate_text] |
43 changes: 43 additions & 0 deletions
43
translate/cloud-client/translate_v3_batch_translate_text_test.py
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# Copyright 2020 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. | ||
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import os | ||
import pytest | ||
import translate_v3_batch_translate_text | ||
import uuid | ||
from google.cloud import storage | ||
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PROJECT_ID = os.environ["GCLOUD_PROJECT"] | ||
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@pytest.fixture(scope="function") | ||
def bucket(): | ||
"""Create a temporary bucket to store annotation output.""" | ||
bucket_name = str(uuid.uuid1()) | ||
storage_client = storage.Client() | ||
bucket = storage_client.create_bucket(bucket_name) | ||
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yield bucket | ||
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bucket.delete(force=True) | ||
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def test_batch_translate_text(capsys, bucket): | ||
translate_v3_batch_translate_text.batch_translate_text( | ||
"gs://cloud-samples-data/translation/text.txt", | ||
"gs://{}/translation/BATCH_TRANSLATION_OUTPUT/".format(bucket.name), | ||
PROJECT_ID, | ||
) | ||
out, _ = capsys.readouterr() | ||
assert "Total Characters" in out |
74 changes: 74 additions & 0 deletions
74
translate/cloud-client/translate_v3_batch_translate_text_with_glossary.py
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# Copyright 2020 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. | ||
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# [START translate_v3_batch_translate_text_with_glossary] | ||
from google.cloud import translate | ||
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def batch_translate_text_with_glossary( | ||
input_uri="gs://YOUR_BUCKET_ID/path/to/your/file.txt", | ||
output_uri="gs://YOUR_BUCKET_ID/path/to/save/results/", | ||
project_id="YOUR_PROJECT_ID", | ||
glossary_id="YOUR_GLOSSARY_ID", | ||
): | ||
"""Translates a batch of texts on GCS and stores the result in a GCS location. | ||
Glossary is applied for translation.""" | ||
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client = translate.TranslationServiceClient() | ||
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# Supported language codes: https://cloud.google.com/translate/docs/languages | ||
location = "us-central1" | ||
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# Supported file types: https://cloud.google.com/translate/docs/supported-formats | ||
gcs_source = {"input_uri": input_uri} | ||
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input_configs_element = { | ||
"gcs_source": gcs_source, | ||
"mime_type": "text/plain" # Can be "text/plain" or "text/html". | ||
} | ||
gcs_destination = {"output_uri_prefix": output_uri} | ||
output_config = {"gcs_destination": gcs_destination} | ||
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parent = client.location_path(project_id, location) | ||
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# glossary is a custom dictionary Translation API uses | ||
# to translate the domain-specific terminology. | ||
glossary_path = client.glossary_path( | ||
project_id, "us-central1", glossary_id # The location of the glossary | ||
) | ||
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glossary_config = translate.types.TranslateTextGlossaryConfig( | ||
glossary=glossary_path | ||
) | ||
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glossaries = {"ja": glossary_config} # target lang as key | ||
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operation = client.batch_translate_text( | ||
parent=parent, | ||
source_language_code="en", | ||
target_language_codes=["ja"], # Up to 10 language codes here. | ||
input_configs=[input_configs_element], | ||
glossaries=glossaries, | ||
output_config=output_config, | ||
) | ||
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print(u"Waiting for operation to complete...") | ||
response = operation.result(120) | ||
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print(u"Total Characters: {}".format(response.total_characters)) | ||
print(u"Translated Characters: {}".format(response.translated_characters)) | ||
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# [END translate_v3_batch_translate_text_with_glossary] |
64 changes: 64 additions & 0 deletions
64
translate/cloud-client/translate_v3_batch_translate_text_with_glossary_test.py
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@@ -0,0 +1,64 @@ | ||
# Copyright 2020 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. | ||
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import os | ||
import pytest | ||
import uuid | ||
import translate_v3_batch_translate_text_with_glossary | ||
import translate_v3_create_glossary | ||
import translate_v3_delete_glossary | ||
from google.cloud import storage | ||
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PROJECT_ID = os.environ["GCLOUD_PROJECT"] | ||
GLOSSARY_INPUT_URI = "gs://cloud-samples-data/translation/glossary_ja.csv" | ||
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@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.create_glossary( | ||
PROJECT_ID, GLOSSARY_INPUT_URI, glossary_id | ||
) | ||
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yield glossary_id | ||
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try: | ||
translate_v3_delete_glossary.delete_glossary(PROJECT_ID, glossary_id) | ||
except Exception: | ||
pass | ||
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@pytest.fixture(scope="function") | ||
def bucket(): | ||
"""Create a temporary bucket to store annotation output.""" | ||
bucket_name = str(uuid.uuid1()) | ||
storage_client = storage.Client() | ||
bucket = storage_client.create_bucket(bucket_name) | ||
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yield bucket | ||
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bucket.delete(force=True) | ||
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def test_batch_translate_text_with_glossary(capsys, bucket, glossary): | ||
translate_v3_batch_translate_text_with_glossary.batch_translate_text_with_glossary( | ||
"gs://cloud-samples-data/translation/text_with_glossary.txt", | ||
"gs://{}/translation/BATCH_TRANSLATION_OUTPUT/".format(bucket.name), | ||
PROJECT_ID, | ||
glossary, | ||
) | ||
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out, _ = capsys.readouterr() | ||
assert "Total Characters: 9" in out |