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Translate: migrate published v3 translate batch samples [(#2914)](Goo…
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…gleCloudPlatform/python-docs-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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munkhuushmgl authored and busunkim96 committed Sep 1, 2020
1 parent 57acc11 commit 2f82535
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<<<<<<< HEAD
google-cloud-translate==3.0.0
google-cloud-storage==1.30.0
google-cloud-automl==1.0.1
=======
google-cloud-translate==2.0.0
google-cloud-storage==1.19.1
google-cloud-automl==0.9.0
>>>>>>> 65dd67b5 (Translate: migrate published v3 translate batch samples [(#2914)](https://github.com/GoogleCloudPlatform/python-docs-samples/issues/2914))
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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.


# [START translate_v3_batch_translate_text_with_model]
from google.cloud import translate


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. """

client = translate.TranslationServiceClient()

# Supported file types: https://cloud.google.com/translate/docs/supported-formats
gcs_source = {"input_uri": input_uri}
location = "us-central1"

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)

model_path = "projects/{}/locations/{}/models/{}".format(
project_id, location, model_id # The location of AutoML model.
)

# Supported language codes: https://cloud.google.com/translate/docs/languages
models = {"ja": model_path} # takes a target lang as key.

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,
)

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_model]
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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.

import os
import pytest
import uuid
import translate_v3_batch_translate_text_with_model
from google.cloud import storage

PROJECT_ID = os.environ["GCLOUD_PROJECT"]
MODEL_ID = "TRL3128559826197068699"


@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)

yield bucket

bucket.delete(force=True)


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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