vibhatha commented on a change in pull request #11911: URL: https://github.com/apache/arrow/pull/11911#discussion_r771353858
########## File path: python/pyarrow/tests/test_dataset.py ########## @@ -3621,6 +3621,189 @@ def compare_tables_ignoring_order(t1, t2): assert not extra_file.exists() +def _generate_random_int_array(size=4, min=1, max=10): + return np.random.randint(min, max, size) + + +def _generate_data_and_columns(num_of_columns, num_of_records): + data = [] + column_names = [] + for i in range(num_of_columns): + data.append(_generate_random_int_array(size=num_of_records, + min=1, + max=num_of_records)) + column_names.append("c" + str(i)) + record_batch = pa.record_batch(data=data, names=column_names) + return record_batch + + +def _get_num_of_files_generated(base_directory, file_format): + return len(list(pathlib.Path(base_directory).glob(f'**/*.{file_format}'))) + + +def test_write_dataset_max_rows_per_file(tempdir): + directory = tempdir / 'ds' + max_rows_per_file = 10 + max_rows_per_group = 10 + num_of_columns = 2 + num_of_records = 35 + + record_batch = _generate_data_and_columns(num_of_columns, + num_of_records) + + ds.write_dataset(record_batch, directory, format="parquet", + max_rows_per_file=max_rows_per_file, + max_rows_per_group=max_rows_per_group) + + files_in_dir = os.listdir(directory) + + # number of partitions with max_rows and the partition with the remainder + expected_partitions = num_of_records // max_rows_per_file + 1 + + # test whether the expected amount of files are written + assert len(files_in_dir) == expected_partitions + + # compute the number of rows per each file written + result_row_combination = [] + for _, f_file in enumerate(files_in_dir): + f_path = directory / str(f_file) + dataset = ds.dataset(f_path, format="parquet") + result_row_combination.append(dataset.to_table().shape[0]) + + # test whether the generated files have the expected number of rows + assert expected_partitions == len(result_row_combination) + assert num_of_records == sum(result_row_combination) + + +def test_write_dataset_min_rows_per_group(tempdir): + directory = tempdir / 'ds' + min_rows_per_group = 20 + max_rows_per_group = 20 + num_of_columns = 2 + num_of_records = 50 + + record_batch = _generate_data_and_columns(num_of_columns, + num_of_records) + + data_source = directory / "min_rows_group" + + ds.write_dataset(data=record_batch, base_dir=data_source, + min_rows_per_group=min_rows_per_group, + max_rows_per_group=max_rows_per_group, + format="parquet") + + files_in_dir = os.listdir(data_source) + batched_data = [] + for _, f_file in enumerate(files_in_dir): + f_path = data_source / str(f_file) + dataset = ds.dataset(f_path, format="parquet") + table = dataset.to_table() + batches = table.to_batches() + for batch in batches: + batched_data.append(batch.num_rows) + + assert batched_data[0] >= min_rows_per_group and \ + batched_data[0] <= max_rows_per_group + assert batched_data[1] >= min_rows_per_group and \ + batched_data[1] <= max_rows_per_group Review comment: Updated the test case with multiple batches. Could you please check if it covers this point? -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. To unsubscribe, e-mail: github-unsubscr...@arrow.apache.org For queries about this service, please contact Infrastructure at: us...@infra.apache.org