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Add Speech sync recognize system test. #2547
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| # Copyright 2016 Google Inc. | ||
| # | ||
| # 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 unittest | ||
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| from google.cloud import exceptions | ||
| from google.cloud import speech | ||
| from google.cloud import storage | ||
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| from system_test_utils import unique_resource_id | ||
| from retry import RetryErrors | ||
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| class Config(object): | ||
| """Run-time configuration to be modified at set-up. | ||
| This is a mutable stand-in to allow test set-up to modify | ||
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| global state. | ||
| """ | ||
| CLIENT = None | ||
| TEST_BUCKET = None | ||
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| def setUpModule(): | ||
| Config.CLIENT = speech.Client() | ||
| # Now create a bucket for GCS stored content. | ||
| storage_client = storage.Client() | ||
| bucket_name = 'new' + unique_resource_id() | ||
| Config.TEST_BUCKET = storage_client.bucket(bucket_name) | ||
| # 429 Too Many Requests in case API requests rate-limited. | ||
| retry_429 = RetryErrors(exceptions.TooManyRequests) | ||
| retry_429(Config.TEST_BUCKET.create)() | ||
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| def tearDownModule(): | ||
| # 409 Conflict if the bucket is full. | ||
| # 429 Too Many Requests in case API requests rate-limited. | ||
| bucket_retry = RetryErrors( | ||
| (exceptions.TooManyRequests, exceptions.Conflict)) | ||
| bucket_retry(Config.TEST_BUCKET.delete)(force=True) | ||
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| class TestSpeechClient(unittest.TestCase): | ||
| def setUp(self): | ||
| self.to_delete_by_case = [] | ||
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| def tearDown(self): | ||
| for value in self.to_delete_by_case: | ||
| value.delete() | ||
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| def _make_sync_request(self, content=None, source_uri=None, | ||
| max_alternatives=None): | ||
| client = Config.CLIENT | ||
| sample = client.sample(content=content, | ||
| source_uri=source_uri, | ||
| encoding=speech.Encoding.LINEAR16, | ||
| sample_rate=16000) | ||
| result = client.sync_recognize(sample, | ||
| language_code='en-US', | ||
| max_alternatives=max_alternatives, | ||
| profanity_filter=True, | ||
| speech_context=['Google', | ||
| 'cloud']) | ||
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| return result | ||
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| def _check_best_results(self, results): | ||
| from google.cloud.speech.transcript import Transcript | ||
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| top_result = results[0] | ||
| self.assertIsInstance(top_result, Transcript) | ||
| self.assertEqual(top_result.transcript, | ||
| 'hello thank you for using Google Cloud platform') | ||
| self.assertGreater(top_result.confidence, 0.90) | ||
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| def test_sync_recognize_local_file(self): | ||
| import os | ||
| from google.cloud.speech.transcript import Transcript | ||
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| file_name = os.path.join('system_tests', 'data', 'hello.wav') | ||
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| with open(file_name, 'rb') as file_obj: | ||
| results = self._make_sync_request(content=file_obj.read(), | ||
| max_alternatives=2) | ||
| second_alternative = results[1] | ||
| self.assertEqual(len(results), 2) | ||
| self._check_best_results(results) | ||
| self.assertIsInstance(second_alternative, Transcript) | ||
| self.assertEqual(second_alternative.transcript, | ||
| 'thank you for using Google Cloud platform') | ||
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| self.assertEqual(second_alternative.confidence, 0.0) | ||
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| def test_sync_recognize_gcs_file(self): | ||
| import os | ||
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| file_name = os.path.join('system_tests', 'data', 'hello.wav') | ||
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| bucket_name = Config.TEST_BUCKET.name | ||
| blob_name = 'document.txt' | ||
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| blob = Config.TEST_BUCKET.blob(blob_name) | ||
| self.to_delete_by_case.append(blob) # Clean-up. | ||
| with open(file_name, 'rb') as file_obj: | ||
| blob.upload_from_file(file_obj) | ||
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| # source_uri = os.getenv('SPEECH_GCS_URI') | ||
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| source_uri = 'gs://%s/%s' % (bucket_name, blob_name) | ||
| result = self._make_sync_request(source_uri=source_uri, | ||
| max_alternatives=1) | ||
| self._check_best_results(result) | ||
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