| Prompt: |
| What does this code do? |
| ```python |
| class ReadAvroOptions(PipelineOptions): |
| |
| @classmethod |
| def _add_argparse_args(cls, parser): |
| parser.add_argument( |
| "--path", |
| help="GCS path to Avro file") |
| |
| options = ReadAvroOptions() |
| |
| with beam.Pipeline(options=options) as p: |
| |
| (p | "Read Avro" >> ReadFromAvro(options.path) |
| | Map(logging.info)) |
| ``` |
| |
| Response: |
| This code reads data from [Apache Avro](https://avro.apache.org/) files using the `ReadFromAvro` transform from the built-in [AvroIO connector](https://beam.apache.org/releases/pydoc/current/apache_beam.io.avroio.html). |
| |
| ```python |
| class ReadAvroOptions(PipelineOptions): |
| |
| @classmethod |
| def _add_argparse_args(cls, parser): |
| parser.add_argument( |
| "--path", |
| help="GCS path to Avro file") |
| |
| options = ReadAvroOptions() |
| ``` |
| |
| The `ReadAvroOptions` class defines the command-line argument `--path`, which specifies the path to the Avro file. To parse command-line arguments, this code uses [pipeline options](https://beam.apache.org/documentation/patterns/pipeline-options/). |
| |
| ```python |
| with beam.Pipeline(options=options) as p: |
| |
| (p | "Read Avro" >> ReadFromAvro(options.path) |
| | Map(logging.info)) |
| ``` |
| |
| The Apache Beam pipeline uses the `ReadAvroOptions` class to set the path to the Avro file and the [`ReadFromAvro` transform](https://beam.apache.org/releases/pydoc/current/apache_beam.io.avroio.html#apache_beam.io.avroio.ReadFromAvro) to read data from the file. |