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Adds quickstart #964
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| .. This file is automatically generated. Do not edit this file directly. | ||
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| Google Cloud Video Intelligence API Python Samples | ||
| =============================================================================== | ||
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| This directory contains samples for Google Cloud Video Intelligence API. `Google Cloud Video Intelligence API`_ allows developers to easily integrate feature detection in video. | ||
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| .. _Google Cloud Video Intelligence API: https://cloud.google.com/video-intelligence/docs | ||
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| Setup | ||
| ------------------------------------------------------------------------------- | ||
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| Authentication | ||
| ++++++++++++++ | ||
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| Authentication is typically done through `Application Default Credentials`_, | ||
| which means you do not have to change the code to authenticate as long as | ||
| your environment has credentials. You have a few options for setting up | ||
| authentication: | ||
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| #. When running locally, use the `Google Cloud SDK`_ | ||
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| .. code-block:: bash | ||
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| gcloud auth application-default login | ||
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| #. When running on App Engine or Compute Engine, credentials are already | ||
| set-up. However, you may need to configure your Compute Engine instance | ||
| with `additional scopes`_. | ||
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| #. You can create a `Service Account key file`_. This file can be used to | ||
| authenticate to Google Cloud Platform services from any environment. To use | ||
| the file, set the ``GOOGLE_APPLICATION_CREDENTIALS`` environment variable to | ||
| the path to the key file, for example: | ||
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| .. code-block:: bash | ||
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| export GOOGLE_APPLICATION_CREDENTIALS=/path/to/service_account.json | ||
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| .. _Application Default Credentials: https://cloud.google.com/docs/authentication#getting_credentials_for_server-centric_flow | ||
| .. _additional scopes: https://cloud.google.com/compute/docs/authentication#using | ||
| .. _Service Account key file: https://developers.google.com/identity/protocols/OAuth2ServiceAccount#creatinganaccount | ||
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| Install Dependencies | ||
| ++++++++++++++++++++ | ||
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| #. Install `pip`_ and `virtualenv`_ if you do not already have them. | ||
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| #. Create a virtualenv. Samples are compatible with Python 2.7 and 3.4+. | ||
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| .. code-block:: bash | ||
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| $ virtualenv env | ||
| $ source env/bin/activate | ||
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| #. Install the dependencies needed to run the samples. | ||
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| .. code-block:: bash | ||
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| $ pip install -r requirements.txt | ||
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| .. _pip: https://pip.pypa.io/ | ||
| .. _virtualenv: https://virtualenv.pypa.io/ | ||
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| Samples | ||
| ------------------------------------------------------------------------------- | ||
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| quickstart | ||
| +++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++ | ||
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| To run this sample: | ||
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| .. code-block:: bash | ||
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| $ python quickstart.py | ||
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| Processing video for label annotations: | ||
| . | ||
| Finished processing. | ||
| Label description: Animal | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Cat | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Domestic long-haired cat | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Felidae | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Felinae | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Kitten | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Maine Coon | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Nature | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Pet | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Tabby cat | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| Label description: Whiskers | ||
| Locations: | ||
| 0: Entire video | ||
| 1: 0.0 to 14.840051 | ||
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| The client library | ||
| ------------------------------------------------------------------------------- | ||
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| This sample uses the `Google Cloud Client Library for Python`_. | ||
| You can read the documentation for more details on API usage and use GitHub | ||
| to `browse the source`_ and `report issues`_. | ||
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| .. _Google Cloud Client Library for Python: | ||
| https://googlecloudplatform.github.io/google-cloud-python/ | ||
| .. _browse the source: | ||
| https://github.com/GoogleCloudPlatform/google-cloud-python | ||
| .. _report issues: | ||
| https://github.com/GoogleCloudPlatform/google-cloud-python/issues | ||
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| .. _Google Cloud SDK: https://cloud.google.com/sdk/ |
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| # This file is used to generate README.rst | ||
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| product: | ||
| name: Google Cloud Video Intelligence API | ||
| short_name: Cloud Video Intelligence API | ||
| url: https://cloud.google.com/video-intelligence/docs | ||
| description: > | ||
| `Google Cloud Video Intelligence API`_ allows developers to easily | ||
| integrate feature detection in video. | ||
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| setup: | ||
| - auth | ||
| - install_deps | ||
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| samples: | ||
| - name: quickstart | ||
| file: quickstart.py | ||
| show_help: True | ||
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| cloud_client_library: true | ||
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| #!/usr/bin/env python | ||
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| # Copyright 2017 Google Inc. All Rights Reserved. | ||
| # | ||
| # 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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| """This application demonstrates label detection using the Google Cloud API. | ||
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| Usage: | ||
| python quickstart.py | ||
| """ | ||
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| # [START videointelligence_quickstart] | ||
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| import sys | ||
| import time | ||
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| from google.cloud.gapic.videointelligence.v1beta1 import enums | ||
| from google.cloud.gapic.videointelligence.v1beta1 import ( | ||
| video_intelligence_service_client) | ||
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| def run_quickstart(): | ||
| video_client = (video_intelligence_service_client. | ||
| VideoIntelligenceServiceClient()) | ||
| features = [enums.Feature.LABEL_DETECTION] | ||
| operation = video_client.annotate_video('gs://demomaker/cat.mp4', features) | ||
| print('\nProcessing video for label annotations:') | ||
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| while not operation.done(): | ||
| sys.stdout.write('.') | ||
| sys.stdout.flush() | ||
| time.sleep(15) | ||
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| print('\nFinished processing.') | ||
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| # first result is retrieved because a single video was processed | ||
| results = operation.result().annotation_results[0] | ||
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| for i, label in enumerate(results.label_annotations): | ||
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| print('Label description: {}'.format(label.description)) | ||
| print('Locations:') | ||
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| for l, location in enumerate(label.locations): | ||
| positions = 'Entire video' | ||
| if (location.segment.start_time_offset != -1 or | ||
| location.segment.end_time_offset != -1): | ||
| positions = '{} to {}'.format( | ||
| location.segment.start_time_offset / 1000000.0, | ||
| location.segment.end_time_offset / 1000000.0) | ||
| print('\t{}: {}'.format(l, positions)) | ||
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| print('\n') | ||
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| if __name__ == '__main__': | ||
| run_quickstart() | ||
| # [END videointelligence_quickstart] | ||
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| #!/usr/bin/env python | ||
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| # Copyright 2017 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 pytest | ||
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| import quickstart | ||
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| @pytest.mark.slow | ||
| def test_quickstart(capsys): | ||
| quickstart.run_quickstart() | ||
| out, _ = capsys.readouterr() | ||
| assert 'Whiskers' in out |
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| google-cloud-videointelligence==0.25.0 |
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Typically we don't do this for quickstarts because of side effects.
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Done.