beam-postgres-connector


Namebeam-postgres-connector JSON
Version 0.1.2 PyPI version JSON
download
home_pagehttps://github.com/satokiyo/beam-postgres-connector
SummaryAn io connector for PostgreSQL read/write in Apache Beam pipelines.
upload_time2023-07-01 02:24:31
maintainer
docs_urlNone
authorsatokiyo
requires_python>=3.8.1,<4.0.0
licenseMIT
keywords apache beam beam postgres postgresql
VCS
bugtrack_url
requirements No requirements were recorded.
Travis-CI No Travis.
coveralls test coverage No coveralls.
            # Beam - Postgres connector

[![PyPI](https://img.shields.io/pypi/v/beam-postgres-connector.svg)][pypi-project]
[![Supported Versions](https://img.shields.io/pypi/pyversions/beam-postgres-connector.svg)][pypi-project]
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)

Beam - Postgres Connector provides an io connector for PostgreSQL read/write in [Apache Beam](https://beam.apache.org/) pipelines.

## Installation

```bash
pip install beam-postgres-connector
```

## Usage

- Read From PostgreSQL

```Python
import apache_beam as beam
from beam_postgres import splitters
from beam_postgres.io import ReadFromPostgres

with beam.Pipeline(options=options) as p:
    read_from_postgres = ReadFromPostgres(
            query="SELECT * FROM test_db.test.test;",
            host="localhost",
            database="test_db",
            user="test",
            password="test",
            port=5432,
            splitter=splitters.NoSplitter()  # you can select how to split query for performance
    )


    (
        p
        | "ReadFromPostgres" >> read_from_postgres
        | "WriteToStdout" >> beam.Map(print)
    )
```

- Write To Postgres

```Python
import apache_beam as beam
from beam_postgres.io import WriteToPostgres


with beam.Pipeline(options=options) as p:
    write_to_postgres = WriteToPostgres(
            host="localhost",
            database="test_db",
            table="test.test",
            user="test",
            password="test",
            port=5432,
            batch_size=1000,
    )

    (
        p
        | "ReadFromInMemory"
        >> beam.Create(
            [
                {
                    "name": "test data",
                }
            ]
        )
        | "WriteToPostgres" >> write_to_postgres
    )
```

See [here][examples] for more examples.

## splitters

- NoSplitter

  Do not split the query

- QuerySplitter

  Split the query by a specified separator string and distribute it for parallel processing across multiple nodes. Specify non-overlapping ranges for each query in the WHERE clause. The processing results will be combined using UNION ALL.

## License

MIT License.

[pypi-project]: https://pypi.org/project/beam-postgres-connector
[examples]: https://github.com/satokiyo/beam-postgres-connector/tree/main/examples

            

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    "description": "# Beam - Postgres connector\n\n[![PyPI](https://img.shields.io/pypi/v/beam-postgres-connector.svg)][pypi-project]\n[![Supported Versions](https://img.shields.io/pypi/pyversions/beam-postgres-connector.svg)][pypi-project]\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nBeam - Postgres Connector provides an io connector for PostgreSQL read/write in [Apache Beam](https://beam.apache.org/) pipelines.\n\n## Installation\n\n```bash\npip install beam-postgres-connector\n```\n\n## Usage\n\n- Read From PostgreSQL\n\n```Python\nimport apache_beam as beam\nfrom beam_postgres import splitters\nfrom beam_postgres.io import ReadFromPostgres\n\nwith beam.Pipeline(options=options) as p:\n    read_from_postgres = ReadFromPostgres(\n            query=\"SELECT * FROM test_db.test.test;\",\n            host=\"localhost\",\n            database=\"test_db\",\n            user=\"test\",\n            password=\"test\",\n            port=5432,\n            splitter=splitters.NoSplitter()  # you can select how to split query for performance\n    )\n\n\n    (\n        p\n        | \"ReadFromPostgres\" >> read_from_postgres\n        | \"WriteToStdout\" >> beam.Map(print)\n    )\n```\n\n- Write To Postgres\n\n```Python\nimport apache_beam as beam\nfrom beam_postgres.io import WriteToPostgres\n\n\nwith beam.Pipeline(options=options) as p:\n    write_to_postgres = WriteToPostgres(\n            host=\"localhost\",\n            database=\"test_db\",\n            table=\"test.test\",\n            user=\"test\",\n            password=\"test\",\n            port=5432,\n            batch_size=1000,\n    )\n\n    (\n        p\n        | \"ReadFromInMemory\"\n        >> beam.Create(\n            [\n                {\n                    \"name\": \"test data\",\n                }\n            ]\n        )\n        | \"WriteToPostgres\" >> write_to_postgres\n    )\n```\n\nSee [here][examples] for more examples.\n\n## splitters\n\n- NoSplitter\n\n  Do not split the query\n\n- QuerySplitter\n\n  Split the query by a specified separator string and distribute it for parallel processing across multiple nodes. Specify non-overlapping ranges for each query in the WHERE clause. The processing results will be combined using UNION ALL.\n\n## License\n\nMIT License.\n\n[pypi-project]: https://pypi.org/project/beam-postgres-connector\n[examples]: https://github.com/satokiyo/beam-postgres-connector/tree/main/examples\n",
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