| Prompt: |
| Write the Python code to read data from Oracle JDBC using Apache Beam. |
| |
| Response: |
| Your Apache Beam pipeline can read data from an Oracle Java Database Connectivity (JDBC) enabled database using the [JdbcIO connector](https://beam.apache.org/releases/pydoc/current/apache_beam.io.jdbc.html). |
| |
| ```python |
| import logging |
| import apache_beam as beam |
| import typing |
| |
| from apache_beam import coders |
| from apache_beam import Map |
| from apache_beam.io.jdbc import ReadFromJdbc |
| from apache_beam.options.pipeline_options import PipelineOptions |
| from typing import NamedTuple |
| |
| |
| class ExampleRow(NamedTuple): |
| id: int |
| name: str |
| |
| |
| class JdbcOptions(PipelineOptions): |
| @classmethod |
| def _add_argparse_args(cls, parser): |
| parser.add_argument( |
| '--table_name', |
| help='Table name' |
| ) |
| parser.add_argument( |
| '--jdbc_url', |
| help='JDBC URL' |
| ) |
| parser.add_argument( |
| '--driver_class_name', |
| help='Driver class name' |
| ) |
| parser.add_argument( |
| '--username', |
| help='Username' |
| ) |
| parser.add_argument( |
| '--password', |
| help='Password' |
| ) |
| |
| |
| def run(): |
| """ |
| This pipeline shows how to read from JDBC. |
| """ |
| |
| options = JdbcOptions() |
| coders.registry.register_coder(ExampleRow, coders.RowCoder) |
| |
| with beam.Pipeline(options=options) as p: |
| |
| output = (p | 'Read from JDBC' >> ReadFromJdbc( |
| table_name=options.table_name, |
| driver_class_name=options.driver_class_name, |
| jdbc_url=options.jdbc_url, |
| username=options.username, |
| password=options.password |
| ) |
| | 'Log Data' >> Map(logging.info)) |
| |
| |
| if __name__ == "__main__": |
| logging.getLogger().setLevel(logging.INFO) |
| run() |
| ``` |
| |
| The `JdbcOptions` class is a custom class that extends the `PipelineOptions` object. This code uses [pipeline options](https://beam.apache.org/documentation/patterns/pipeline-options/) to parse command line arguments. |
| |
| The code creates an Apache Beam pipeline using the `JdbcOptions` class to set the JDBC connection information and the [`ReadFromJdbc` transform](https://beam.apache.org/releases/pydoc/current/apache_beam.io.jdbc.html#apache_beam.io.jdbc.ReadFromJdbc) to read data from the database via JDBC. |