Source code for airflow.providers.google.cloud.utils.bigquery_get_data

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from __future__ import annotations

from collections.abc import Iterator
from logging import Logger

from google.cloud.bigquery.table import Row, RowIterator

from airflow.providers.google.cloud.hooks.bigquery import BigQueryHook


[docs]def bigquery_get_data(
    logger: Logger,
    dataset_id: str,
    table_id: str,
    big_query_hook: BigQueryHook,
    batch_size: int,
    selected_fields: list[str] | str | None,
) -> Iterator:
    logger.info("Fetching Data from:")
    logger.info("Dataset: %s ; Table: %s", dataset_id, table_id)

    i = 0
    while True:
        rows: list[Row] | RowIterator = big_query_hook.list_rows(
            dataset_id=dataset_id,
            table_id=table_id,
            max_results=batch_size,
            selected_fields=selected_fields,
            start_index=i * batch_size,
        )

        if isinstance(rows, RowIterator):
            raise TypeError("BigQueryHook.list_rows() returns iterator when return_iterator=False (default)")

        if len(rows) == 0:
            logger.info("Job Finished")
            return

        logger.info("Total Extracted rows: %s", len(rows) + i * batch_size)

        yield [row.values() for row in rows]

        i += 1