blob: 3da3546c3e3c9f3e9839d1f404a49d348d2972e3 [file] [log] [blame] [view]
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.