def METHOD_NAME(
    bq_git_sha: str, conn_id: str = benchmark_settings.publish_benchmarks_db_conn_id
):
    """Import profile data to bigquery table
    :param bq_git_sha: bq_git_sha used to filter records
    :param conn_id: Airflow's connection id to be used to publish the profiling data
    """
    db = create_database(conn_id)
    table = Table(
        name=benchmark_settings.publish_benchmarks_table,
        metadata=Metadata(schema=benchmark_settings.publish_benchmarks_schema),
    )
    return db.export_table_to_pandas_dataframe(
        table,
        select_kwargs={
            "whereclause": text(f'{benchmark_settings.publish_benchmarks_table_grouping_col}="{bq_git_sha}"')
        },
    )