| Prompt: |
| Is JSON supported in Apache Beam? |
| |
| Response: |
| JSON is a data format for storing and exchanging data. Apache Beam supports reading data from and writing data to JSON files using the `ReadFromJson` and `WriteToJson` transforms within the `TextIO` module. For more information, see the TextIO connector documentation for your programming language of choice. |
| |
| To get started with JSON and Apache Beam, refer to the Dataflow Cookbook GitHub repository. |
| |
| Here is an example of Apache Beam pipeline code for reading data from a JSON file: |
| |
| ```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) |
| ) |
| ``` |