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chore(bigtable): add bigtable samples #17240
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| See https://github.com/GoogleCloudPlatform/python-docs-samples/blob/main/AUTHORING_GUIDE.md |
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| See https://github.com/GoogleCloudPlatform/python-docs-samples/blob/main/CONTRIBUTING.md |
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| [//]: # "This README.md file is auto-generated, all changes to this file will be lost." | ||
| [//]: # "To regenerate it, use `python -m synthtool`." | ||
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| ## Python Samples for Cloud Bigtable | ||
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| This directory contains samples for Cloud Bigtable, which may be used as a refererence for how to use this product. | ||
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| ## Additional Information | ||
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| You can read the documentation for more details on API usage and use GitHub | ||
| to <a href="https://github.com/googleapis/python-bigtable">browse the source</a> and [report issues][issues]. | ||
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| ### Contributing | ||
| View the [contributing guidelines][contrib_guide], the [Python style guide][py_style] for more information. | ||
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| [authentication]: https://cloud.google.com/docs/authentication/getting-started | ||
| [enable_billing]:https://cloud.google.com/apis/docs/getting-started#enabling_billing | ||
| [client_library_python]: https://googlecloudplatform.github.io/google-cloud-python/ | ||
| [issues]: https://github.com/GoogleCloudPlatform/google-cloud-python/issues | ||
| [contrib_guide]: https://github.com/googleapis/google-cloud-python/blob/main/CONTRIBUTING.rst | ||
| [py_style]: http://google.github.io/styleguide/pyguide.html | ||
| [cloud_sdk]: https://cloud.google.com/sdk/docs | ||
| [gcloud_shell]: https://cloud.google.com/shell/docs | ||
| [gcloud_shell]: https://cloud.google.com/shell/docs |
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packages/google-cloud-bigtable/samples/beam/hello_world_write.py
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| # Copyright 2020 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. | ||
| import datetime | ||
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| import apache_beam as beam | ||
| from apache_beam.io.gcp.bigtableio import WriteToBigTable | ||
| from apache_beam.options.pipeline_options import PipelineOptions | ||
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| from google.cloud.bigtable import row | ||
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| class BigtableOptions(PipelineOptions): | ||
| @classmethod | ||
| def _add_argparse_args(cls, parser): | ||
| parser.add_argument( | ||
| "--bigtable-project", | ||
| help="The Bigtable project ID, this can be different than your " | ||
| "Dataflow project", | ||
| default="bigtable-project", | ||
| ) | ||
| parser.add_argument( | ||
| "--bigtable-instance", | ||
| help="The Bigtable instance ID", | ||
| default="bigtable-instance", | ||
| ) | ||
| parser.add_argument( | ||
| "--bigtable-table", | ||
| help="The Bigtable table ID in the instance.", | ||
| default="bigtable-table", | ||
| ) | ||
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| class CreateRowFn(beam.DoFn): | ||
| def process(self, key): | ||
| direct_row = row.DirectRow(row_key=key) | ||
| direct_row.set_cell( | ||
| "stats_summary", b"os_build", b"android", datetime.datetime.now() | ||
| ) | ||
| return [direct_row] | ||
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| def run(argv=None): | ||
| """Build and run the pipeline.""" | ||
| options = BigtableOptions(argv) | ||
| with beam.Pipeline(options=options) as p: | ||
| ( | ||
| p | ||
| | beam.Create(["phone#4c410523#20190501", "phone#4c410523#20190502"]) | ||
| | beam.ParDo(CreateRowFn()) | ||
| | WriteToBigTable( | ||
| project_id=options.bigtable_project, | ||
| instance_id=options.bigtable_instance, | ||
| table_id=options.bigtable_table, | ||
| ) | ||
| ) | ||
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| if __name__ == "__main__": | ||
| run() | ||
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packages/google-cloud-bigtable/samples/beam/hello_world_write_test.py
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| # Copyright 2020 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. | ||
| import os | ||
| import uuid | ||
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| import pytest | ||
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| from ..utils import create_table_cm | ||
| from . import hello_world_write | ||
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| PROJECT = os.environ["GOOGLE_CLOUD_PROJECT"] | ||
| BIGTABLE_INSTANCE = os.environ["BIGTABLE_INSTANCE"] | ||
| TABLE_ID = f"mobile-time-series-beam-{str(uuid.uuid4())[:16]}" | ||
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| @pytest.fixture(scope="module", autouse=True) | ||
| def table(): | ||
| with create_table_cm( | ||
| PROJECT, BIGTABLE_INSTANCE, TABLE_ID, {"stats_summary": None} | ||
| ) as table: | ||
| yield table | ||
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| def test_hello_world_write(table): | ||
| hello_world_write.run( | ||
| [ | ||
| "--bigtable-project=%s" % PROJECT, | ||
| "--bigtable-instance=%s" % BIGTABLE_INSTANCE, | ||
| "--bigtable-table=%s" % TABLE_ID, | ||
| ] | ||
| ) | ||
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| rows = table.read_rows() | ||
| count = 0 | ||
| for _ in rows: | ||
| count += 1 | ||
| assert count == 2 | ||
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