Prompt: What does this code do?
class CsvOptions(PipelineOptions): @classmethod def _add_argparse_args(cls, parser): parser.add_argument( '--file_path', default="gs://your-bucket/your-file.csv", help='Csv file path' ) options = CsvOptions() with beam.Pipeline(options=options) as p: output = (p | "Read from Csv file" >> ReadFromCsv(path=options.file_path) | "Log Data" >> Map(logging.info))
Response: This code reads data from a CSV file using the ReadFromCsv transform from the built-in TextIO connector.
class CsvOptions(PipelineOptions): @classmethod def _add_argparse_args(cls, parser): parser.add_argument( '--file_path', default="gs://your-bucket/your-file.csv", help='Csv file path' ) options = CsvOptions()
The CsvOptions class defines the command-line argument --file_path, which specifies the path to the CSV file. To parse command-line arguments, this code uses pipeline options.
with beam.Pipeline(options=options) as p: output = (p | "Read from Csv file" >> ReadFromCsv(path=options.file_path) | "Log Data" >> Map(logging.info))
The Apache Beam pipeline uses the CsvOptions class to set the CSV file path and the ReadFromCsv transform to read data from the file.