blob: 561d7062df75b8827a4792e2d10193bc0a7e30da [file] [log] [blame] [view]
Prompt:
What does this code do?
```python
class JsonOptions(PipelineOptions):
@classmethod
def _add_argparse_args(cls, parser):
parser.add_argument(
'--file_path',
default="gs://your-bucket/your-file.json",
help='Json file path'
)
options = JsonOptions()
with beam.Pipeline(options=options) as p:
output = (p | "Read from Json file" >> ReadFromJson(
path=options.file_path,
lines=False
)
| "Log Data" >> Map(logging.info))
```
Response:
This code reads data from a [JSON file](https://www.json.org/) using the `ReadFromJson` transform from the built-in [TextIO connector](https://beam.apache.org/releases/pydoc/current/apache_beam.io.textio.html).
```python
class JsonOptions(PipelineOptions):
@classmethod
def _add_argparse_args(cls, parser):
parser.add_argument(
'--file_path',
default="gs://your-bucket/your-file.json",
help='Json file path'
)
options = JsonOptions()
```
The `JsonOptions` class defines the command-line argument `--file_path`, which specifies the path to the JSON 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:
output = (p | "Read from Json file" >> ReadFromJson(
path=options.file_path,
lines=False
)
| "Log Data" >> Map(logging.info))
```
The Apache Beam pipeline uses the `JsonOptions` class to set the JSON file path and the `ReadFromJson` transform to read data from the file. The `lines` parameter is set to `False` to read the entire file as a single JSON object.