This is an automated email from the ASF dual-hosted git repository.

ruifengz pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/spark.git


    from f8760286a679 [SPARK-54922][PYTHON] Unify how args are passed to python 
workers
     add c27ede3a070d [SPARK-54906][PYTHON][TESTS] Unify test entry for all 
pyspark tests

No new revisions were added by this update.

Summary of changes:
 .../errors/tests/connect/test_parity_traceback.py  | 11 ++---------
 .../errors/tests/test_connect_errors_conversion.py | 11 ++---------
 python/pyspark/errors/tests/test_errors.py         | 11 ++---------
 python/pyspark/errors/tests/test_traceback.py      | 10 ++--------
 .../logger/tests/connect/test_parity_logger.py     | 11 ++---------
 python/pyspark/logger/tests/test_logger.py         | 11 ++---------
 .../deepspeed/tests/test_deepspeed_distributor.py  | 10 ++--------
 .../pyspark/ml/tests/connect/test_connect_cache.py | 11 ++---------
 .../tests/connect/test_connect_classification.py   | 10 ++--------
 .../ml/tests/connect/test_connect_evaluation.py    | 10 ++--------
 .../ml/tests/connect/test_connect_feature.py       | 10 ++--------
 .../ml/tests/connect/test_connect_function.py      | 10 ++--------
 .../tests/connect/test_connect_model_offloading.py | 11 ++---------
 .../ml/tests/connect/test_connect_pipeline.py      | 10 ++--------
 .../ml/tests/connect/test_connect_summarizer.py    | 10 ++--------
 .../ml/tests/connect/test_connect_tuning.py        | 10 ++--------
 .../connect/test_legacy_mode_classification.py     | 10 ++--------
 .../tests/connect/test_legacy_mode_evaluation.py   | 10 ++--------
 .../ml/tests/connect/test_legacy_mode_feature.py   | 10 ++--------
 .../ml/tests/connect/test_legacy_mode_pipeline.py  | 10 ++--------
 .../tests/connect/test_legacy_mode_summarizer.py   | 10 ++--------
 .../ml/tests/connect/test_legacy_mode_tuning.py    | 10 ++--------
 python/pyspark/ml/tests/connect/test_parity_als.py | 11 ++---------
 .../ml/tests/connect/test_parity_classification.py | 11 ++---------
 .../ml/tests/connect/test_parity_clustering.py     | 11 ++---------
 .../ml/tests/connect/test_parity_evaluation.py     | 11 ++---------
 .../ml/tests/connect/test_parity_feature.py        | 11 ++---------
 python/pyspark/ml/tests/connect/test_parity_fpm.py | 11 ++---------
 .../ml/tests/connect/test_parity_functions.py      | 10 ++--------
 python/pyspark/ml/tests/connect/test_parity_ovr.py | 11 ++---------
 .../ml/tests/connect/test_parity_pipeline.py       | 11 ++---------
 .../ml/tests/connect/test_parity_regression.py     | 11 ++---------
 .../pyspark/ml/tests/connect/test_parity_stat.py   | 11 ++---------
 .../tests/connect/test_parity_torch_data_loader.py | 10 ++--------
 .../tests/connect/test_parity_torch_distributor.py | 10 ++--------
 .../pyspark/ml/tests/connect/test_parity_tuning.py | 11 ++---------
 python/pyspark/ml/tests/test_algorithms.py         | 11 ++---------
 python/pyspark/ml/tests/test_als.py                | 11 ++---------
 python/pyspark/ml/tests/test_base.py               | 10 ++--------
 python/pyspark/ml/tests/test_classification.py     | 11 ++---------
 python/pyspark/ml/tests/test_clustering.py         | 11 ++---------
 python/pyspark/ml/tests/test_dl_util.py            | 10 ++--------
 python/pyspark/ml/tests/test_evaluation.py         | 11 ++---------
 python/pyspark/ml/tests/test_feature.py            | 11 ++---------
 python/pyspark/ml/tests/test_fpm.py                | 11 ++---------
 python/pyspark/ml/tests/test_functions.py          | 10 ++--------
 python/pyspark/ml/tests/test_image.py              | 11 ++---------
 python/pyspark/ml/tests/test_linalg.py             | 11 ++---------
 python/pyspark/ml/tests/test_model_cache.py        | 11 ++---------
 python/pyspark/ml/tests/test_ovr.py                | 11 ++---------
 python/pyspark/ml/tests/test_param.py              | 11 ++---------
 python/pyspark/ml/tests/test_persistence.py        | 11 ++---------
 python/pyspark/ml/tests/test_pipeline.py           | 10 ++--------
 python/pyspark/ml/tests/test_regression.py         | 11 ++---------
 python/pyspark/ml/tests/test_stat.py               | 11 ++---------
 python/pyspark/ml/tests/test_training_summary.py   | 11 ++---------
 python/pyspark/ml/tests/test_tuning.py             | 11 ++---------
 python/pyspark/ml/tests/test_util.py               | 11 ++---------
 python/pyspark/ml/tests/test_wrapper.py            | 11 ++---------
 python/pyspark/ml/tests/tuning/test_cv_io_basic.py | 11 ++---------
 .../pyspark/ml/tests/tuning/test_cv_io_nested.py   | 11 ++---------
 .../pyspark/ml/tests/tuning/test_cv_io_pipeline.py | 11 ++---------
 python/pyspark/ml/tests/tuning/test_tuning.py      | 11 ++---------
 .../pyspark/ml/tests/tuning/test_tvs_io_basic.py   | 11 ++---------
 .../pyspark/ml/tests/tuning/test_tvs_io_nested.py  | 11 ++---------
 .../ml/tests/tuning/test_tvs_io_pipeline.py        | 11 ++---------
 python/pyspark/ml/torch/tests/test_data_loader.py  | 10 ++--------
 python/pyspark/ml/torch/tests/test_distributor.py  | 10 ++--------
 .../ml/torch/tests/test_log_communication.py       | 10 ++--------
 python/pyspark/mllib/tests/test_algorithms.py      | 11 ++---------
 python/pyspark/mllib/tests/test_feature.py         | 11 ++---------
 python/pyspark/mllib/tests/test_linalg.py          | 10 ++--------
 python/pyspark/mllib/tests/test_stat.py            | 11 ++---------
 .../mllib/tests/test_streaming_algorithms.py       | 10 ++--------
 python/pyspark/mllib/tests/test_util.py            | 11 ++---------
 .../pandas/tests/computation/test_any_all.py       | 11 ++---------
 .../pandas/tests/computation/test_apply_func.py    | 13 +++----------
 .../pandas/tests/computation/test_binary_ops.py    | 11 ++---------
 .../pandas/tests/computation/test_combine.py       | 11 ++---------
 .../pandas/tests/computation/test_compute.py       | 11 ++---------
 .../pyspark/pandas/tests/computation/test_corr.py  | 11 ++---------
 .../pandas/tests/computation/test_corrwith.py      | 11 ++---------
 .../pyspark/pandas/tests/computation/test_cov.py   | 11 ++---------
 .../pandas/tests/computation/test_cumulative.py    | 11 ++---------
 .../pandas/tests/computation/test_describe.py      | 11 ++---------
 .../pyspark/pandas/tests/computation/test_eval.py  | 11 ++---------
 .../pyspark/pandas/tests/computation/test_melt.py  | 11 ++---------
 .../pandas/tests/computation/test_missing_data.py  | 11 ++---------
 .../pyspark/pandas/tests/computation/test_pivot.py | 11 ++---------
 .../pandas/tests/computation/test_pivot_table.py   | 11 ++---------
 .../tests/computation/test_pivot_table_adv.py      | 11 ++---------
 .../computation/test_pivot_table_multi_idx.py      | 11 ++---------
 .../computation/test_pivot_table_multi_idx_adv.py  | 11 ++---------
 .../pyspark/pandas/tests/computation/test_stats.py | 11 ++---------
 .../connect/computation/test_parity_any_all.py     | 11 ++---------
 .../connect/computation/test_parity_apply_func.py  | 11 ++---------
 .../connect/computation/test_parity_binary_ops.py  | 11 ++---------
 .../connect/computation/test_parity_combine.py     | 11 ++---------
 .../connect/computation/test_parity_compute.py     | 11 ++---------
 .../tests/connect/computation/test_parity_corr.py  | 11 ++---------
 .../connect/computation/test_parity_corrwith.py    | 11 ++---------
 .../tests/connect/computation/test_parity_cov.py   | 11 ++---------
 .../connect/computation/test_parity_cumulative.py  | 11 ++---------
 .../connect/computation/test_parity_describe.py    | 11 ++---------
 .../tests/connect/computation/test_parity_eval.py  | 11 ++---------
 .../tests/connect/computation/test_parity_melt.py  | 11 ++---------
 .../computation/test_parity_missing_data.py        | 11 ++---------
 .../tests/connect/computation/test_parity_pivot.py | 11 ++---------
 .../connect/computation/test_parity_pivot_table.py | 11 ++---------
 .../computation/test_parity_pivot_table_adv.py     | 11 ++---------
 .../test_parity_pivot_table_multi_idx.py           | 11 ++---------
 .../test_parity_pivot_table_multi_idx_adv.py       | 11 ++---------
 .../tests/connect/computation/test_parity_stats.py | 11 ++---------
 .../connect/data_type_ops/test_parity_as_type.py   | 11 ++---------
 .../connect/data_type_ops/test_parity_base.py      | 11 ++---------
 .../data_type_ops/test_parity_binary_ops.py        | 11 ++---------
 .../data_type_ops/test_parity_boolean_ops.py       | 11 ++---------
 .../data_type_ops/test_parity_categorical_ops.py   | 11 ++---------
 .../data_type_ops/test_parity_complex_ops.py       | 11 ++---------
 .../connect/data_type_ops/test_parity_date_ops.py  | 11 ++---------
 .../data_type_ops/test_parity_datetime_ops.py      | 11 ++---------
 .../connect/data_type_ops/test_parity_null_ops.py  | 11 ++---------
 .../data_type_ops/test_parity_num_arithmetic.py    | 11 ++---------
 .../connect/data_type_ops/test_parity_num_mod.py   | 11 ++---------
 .../data_type_ops/test_parity_num_mul_div.py       | 11 ++---------
 .../connect/data_type_ops/test_parity_num_ops.py   | 11 ++---------
 .../connect/data_type_ops/test_parity_num_pow.py   | 11 ++---------
 .../data_type_ops/test_parity_num_reverse.py       | 11 ++---------
 .../data_type_ops/test_parity_string_ops.py        | 11 ++---------
 .../data_type_ops/test_parity_timedelta_ops.py     | 11 ++---------
 .../connect/data_type_ops/test_parity_udt_ops.py   | 11 ++---------
 .../connect/diff_frames_ops/test_parity_align.py   | 11 ++---------
 .../diff_frames_ops/test_parity_arithmetic.py      | 11 ++---------
 .../test_parity_arithmetic_chain.py                | 11 ++---------
 .../test_parity_arithmetic_chain_ext.py            | 11 ++---------
 .../test_parity_arithmetic_chain_ext_float.py      | 11 ++---------
 .../diff_frames_ops/test_parity_arithmetic_ext.py  | 11 ++---------
 .../test_parity_arithmetic_ext_float.py            | 11 ++---------
 .../diff_frames_ops/test_parity_assign_frame.py    | 11 ++---------
 .../diff_frames_ops/test_parity_assign_series.py   | 11 ++---------
 .../connect/diff_frames_ops/test_parity_basic.py   | 11 ++---------
 .../diff_frames_ops/test_parity_basic_slow.py      | 11 ++---------
 .../connect/diff_frames_ops/test_parity_bitwise.py | 11 ++---------
 .../diff_frames_ops/test_parity_combine_first.py   | 11 ++---------
 .../diff_frames_ops/test_parity_compare_series.py  | 11 ++---------
 .../diff_frames_ops/test_parity_concat_inner.py    | 11 ++---------
 .../diff_frames_ops/test_parity_concat_outer.py    | 11 ++---------
 .../diff_frames_ops/test_parity_corrwith.py        | 11 ++---------
 .../connect/diff_frames_ops/test_parity_cov.py     | 11 ++---------
 .../diff_frames_ops/test_parity_dot_frame.py       | 11 ++---------
 .../diff_frames_ops/test_parity_dot_series.py      | 11 ++---------
 .../connect/diff_frames_ops/test_parity_error.py   | 11 ++---------
 .../connect/diff_frames_ops/test_parity_groupby.py | 11 ++---------
 .../test_parity_groupby_aggregate.py               | 11 ++---------
 .../diff_frames_ops/test_parity_groupby_apply.py   | 11 ++---------
 .../test_parity_groupby_cumulative.py              | 11 ++---------
 .../diff_frames_ops/test_parity_groupby_diff.py    | 11 ++---------
 .../test_parity_groupby_diff_len.py                | 11 ++---------
 .../test_parity_groupby_expanding.py               | 11 ++---------
 .../test_parity_groupby_expanding_adv.py           | 11 ++---------
 .../test_parity_groupby_expanding_count.py         | 11 ++---------
 .../diff_frames_ops/test_parity_groupby_fillna.py  | 11 ++---------
 .../diff_frames_ops/test_parity_groupby_filter.py  | 11 ++---------
 .../diff_frames_ops/test_parity_groupby_rolling.py | 11 ++---------
 .../test_parity_groupby_rolling_adv.py             | 11 ++---------
 .../test_parity_groupby_rolling_count.py           | 11 ++---------
 .../diff_frames_ops/test_parity_groupby_shift.py   | 11 ++---------
 .../test_parity_groupby_split_apply_combine.py     | 11 ++---------
 .../test_parity_groupby_transform.py               | 11 ++---------
 .../connect/diff_frames_ops/test_parity_index.py   | 11 ++---------
 .../connect/diff_frames_ops/test_parity_series.py  | 11 ++---------
 .../diff_frames_ops/test_parity_setitem_frame.py   | 11 ++---------
 .../diff_frames_ops/test_parity_setitem_series.py  | 11 ++---------
 .../tests/connect/frame/test_parity_asfreq.py      | 11 ++---------
 .../pandas/tests/connect/frame/test_parity_asof.py | 11 ++---------
 .../tests/connect/frame/test_parity_attrs.py       | 11 ++---------
 .../pandas/tests/connect/frame/test_parity_axis.py | 11 ++---------
 .../tests/connect/frame/test_parity_constructor.py | 11 ++---------
 .../tests/connect/frame/test_parity_conversion.py  | 11 ++---------
 .../tests/connect/frame/test_parity_interpolate.py | 11 ++---------
 .../connect/frame/test_parity_interpolate_error.py | 11 ++---------
 .../tests/connect/frame/test_parity_reindexing.py  | 11 ++---------
 .../tests/connect/frame/test_parity_reshaping.py   | 11 ++---------
 .../tests/connect/frame/test_parity_spark.py       | 11 ++---------
 .../pandas/tests/connect/frame/test_parity_take.py | 10 ++--------
 .../tests/connect/frame/test_parity_take_adv.py    | 10 ++--------
 .../tests/connect/frame/test_parity_time_series.py | 11 ++---------
 .../tests/connect/frame/test_parity_truncate.py    | 11 ++---------
 .../tests/connect/groupby/test_parity_aggregate.py | 11 ++---------
 .../connect/groupby/test_parity_apply_func.py      | 10 ++--------
 .../tests/connect/groupby/test_parity_corr.py      | 11 ++---------
 .../connect/groupby/test_parity_cumulative.py      | 11 ++---------
 .../tests/connect/groupby/test_parity_describe.py  | 11 ++---------
 .../tests/connect/groupby/test_parity_groupby.py   | 11 ++---------
 .../tests/connect/groupby/test_parity_grouping.py  | 11 ++---------
 .../tests/connect/groupby/test_parity_head_tail.py | 11 ++---------
 .../tests/connect/groupby/test_parity_index.py     | 11 ++---------
 .../tests/connect/groupby/test_parity_missing.py   | 11 ++---------
 .../connect/groupby/test_parity_missing_data.py    | 11 ++---------
 .../groupby/test_parity_nlargest_nsmallest.py      | 11 ++---------
 .../tests/connect/groupby/test_parity_raises.py    | 11 ++---------
 .../tests/connect/groupby/test_parity_rank.py      | 11 ++---------
 .../tests/connect/groupby/test_parity_size.py      | 11 ++---------
 .../connect/groupby/test_parity_split_apply.py     | 11 ++---------
 .../groupby/test_parity_split_apply_count.py       | 11 ++---------
 .../groupby/test_parity_split_apply_first.py       | 11 ++---------
 .../groupby/test_parity_split_apply_last.py        | 11 ++---------
 .../groupby/test_parity_split_apply_min_max.py     | 11 ++---------
 .../groupby/test_parity_split_apply_skew.py        | 11 ++---------
 .../connect/groupby/test_parity_split_apply_std.py | 11 ++---------
 .../connect/groupby/test_parity_split_apply_var.py | 11 ++---------
 .../tests/connect/groupby/test_parity_stat.py      | 11 ++---------
 .../tests/connect/groupby/test_parity_stat_adv.py  | 11 ++---------
 .../tests/connect/groupby/test_parity_stat_ddof.py | 11 ++---------
 .../tests/connect/groupby/test_parity_stat_func.py | 11 ++---------
 .../tests/connect/groupby/test_parity_stat_prod.py | 11 ++---------
 .../connect/groupby/test_parity_value_counts.py    | 11 ++---------
 .../tests/connect/indexes/test_parity_align.py     | 11 ++---------
 .../tests/connect/indexes/test_parity_append.py    | 11 ++---------
 .../tests/connect/indexes/test_parity_asof.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_astype.py    | 11 ++---------
 .../tests/connect/indexes/test_parity_basic.py     | 11 ++---------
 .../tests/connect/indexes/test_parity_category.py  | 11 ++---------
 .../connect/indexes/test_parity_conversion.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_datetime.py  | 11 ++---------
 .../connect/indexes/test_parity_datetime_at.py     | 11 ++---------
 .../indexes/test_parity_datetime_between.py        | 11 ++---------
 .../connect/indexes/test_parity_datetime_ceil.py   | 11 ++---------
 .../connect/indexes/test_parity_datetime_floor.py  | 11 ++---------
 .../connect/indexes/test_parity_datetime_iso.py    | 11 ++---------
 .../connect/indexes/test_parity_datetime_map.py    | 11 ++---------
 .../indexes/test_parity_datetime_property.py       | 11 ++---------
 .../connect/indexes/test_parity_datetime_round.py  | 11 ++---------
 .../tests/connect/indexes/test_parity_default.py   | 10 ++--------
 .../tests/connect/indexes/test_parity_delete.py    | 11 ++---------
 .../tests/connect/indexes/test_parity_diff.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_drop.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_getattr.py   | 11 ++---------
 .../tests/connect/indexes/test_parity_indexing.py  | 11 ++---------
 .../connect/indexes/test_parity_indexing_adv.py    |  9 ++-------
 .../connect/indexes/test_parity_indexing_basic.py  | 11 ++---------
 .../connect/indexes/test_parity_indexing_iloc.py   | 11 ++---------
 .../connect/indexes/test_parity_indexing_loc.py    | 11 ++---------
 .../connect/indexes/test_parity_indexing_loc_2d.py | 11 ++---------
 .../indexes/test_parity_indexing_loc_multi_idx.py  | 11 ++---------
 .../tests/connect/indexes/test_parity_insert.py    | 11 ++---------
 .../connect/indexes/test_parity_intersection.py    | 11 ++---------
 .../tests/connect/indexes/test_parity_level.py     | 11 ++---------
 .../tests/connect/indexes/test_parity_map.py       | 11 ++---------
 .../tests/connect/indexes/test_parity_missing.py   | 11 ++---------
 .../tests/connect/indexes/test_parity_monotonic.py | 11 ++---------
 .../tests/connect/indexes/test_parity_name.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_reindex.py   | 11 ++---------
 .../tests/connect/indexes/test_parity_rename.py    | 11 ++---------
 .../tests/connect/indexes/test_parity_repeat.py    | 11 ++---------
 .../connect/indexes/test_parity_reset_index.py     | 11 ++---------
 .../tests/connect/indexes/test_parity_sort.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_stat.py      | 11 ++---------
 .../connect/indexes/test_parity_symmetric_diff.py  | 11 ++---------
 .../tests/connect/indexes/test_parity_take.py      | 11 ++---------
 .../tests/connect/indexes/test_parity_timedelta.py | 11 ++---------
 .../tests/connect/indexes/test_parity_union.py     | 11 ++---------
 .../tests/connect/indexes/test_parity_unique.py    | 11 ++---------
 .../pandas/tests/connect/io/test_parity_csv.py     | 11 ++---------
 .../connect/io/test_parity_dataframe_conversion.py | 11 ++---------
 .../connect/io/test_parity_dataframe_spark_io.py   | 11 ++---------
 .../pandas/tests/connect/io/test_parity_feather.py | 11 ++---------
 .../pandas/tests/connect/io/test_parity_io.py      | 11 ++---------
 .../connect/io/test_parity_series_conversion.py    | 11 ++---------
 .../pandas/tests/connect/io/test_parity_stata.py   | 11 ++---------
 .../tests/connect/plot/test_parity_frame_plot.py   | 11 ++---------
 .../plot/test_parity_frame_plot_matplotlib.py      | 11 ++---------
 .../connect/plot/test_parity_frame_plot_plotly.py  | 11 ++---------
 .../tests/connect/plot/test_parity_series_plot.py  | 11 ++---------
 .../plot/test_parity_series_plot_matplotlib.py     | 11 ++---------
 .../connect/plot/test_parity_series_plot_plotly.py | 11 ++---------
 .../tests/connect/resample/test_parity_error.py    | 11 ++---------
 .../tests/connect/resample/test_parity_frame.py    | 11 ++---------
 .../tests/connect/resample/test_parity_missing.py  | 11 ++---------
 .../tests/connect/resample/test_parity_on.py       | 11 ++---------
 .../tests/connect/resample/test_parity_series.py   | 11 ++---------
 .../tests/connect/resample/test_parity_timezone.py | 11 ++---------
 .../connect/reshape/test_parity_get_dummies.py     | 11 ++---------
 .../reshape/test_parity_get_dummies_kwargs.py      | 11 ++---------
 .../reshape/test_parity_get_dummies_multiindex.py  | 11 ++---------
 .../reshape/test_parity_get_dummies_object.py      | 11 ++---------
 .../reshape/test_parity_get_dummies_prefix.py      | 11 ++---------
 .../connect/reshape/test_parity_merge_asof.py      | 11 ++---------
 .../tests/connect/series/test_parity_all_any.py    | 11 ++---------
 .../tests/connect/series/test_parity_arg_ops.py    | 11 ++---------
 .../tests/connect/series/test_parity_as_of.py      | 11 ++---------
 .../tests/connect/series/test_parity_as_type.py    | 11 ++---------
 .../tests/connect/series/test_parity_compute.py    | 11 ++---------
 .../tests/connect/series/test_parity_conversion.py | 11 ++---------
 .../tests/connect/series/test_parity_cumulative.py | 11 ++---------
 .../tests/connect/series/test_parity_datetime.py   | 11 ++---------
 .../tests/connect/series/test_parity_index.py      | 11 ++---------
 .../connect/series/test_parity_interpolate.py      | 11 ++---------
 .../connect/series/test_parity_missing_data.py     | 11 ++---------
 .../tests/connect/series/test_parity_series.py     | 11 ++---------
 .../tests/connect/series/test_parity_sort.py       | 11 ++---------
 .../tests/connect/series/test_parity_stat.py       | 11 ++---------
 .../connect/series/test_parity_string_ops_adv.py   | 11 ++---------
 .../connect/series/test_parity_string_ops_basic.py | 11 ++---------
 .../pandas/tests/connect/test_connect_plotting.py  | 11 ++---------
 .../tests/connect/test_parity_categorical.py       | 11 ++---------
 .../pandas/tests/connect/test_parity_config.py     | 11 ++---------
 .../pandas/tests/connect/test_parity_extension.py  | 11 ++---------
 .../tests/connect/test_parity_frame_spark.py       | 10 ++--------
 .../tests/connect/test_parity_generic_functions.py | 11 ++---------
 .../tests/connect/test_parity_indexops_spark.py    | 11 ++---------
 .../pandas/tests/connect/test_parity_internal.py   | 11 ++---------
 .../pandas/tests/connect/test_parity_namespace.py  | 11 ++---------
 .../tests/connect/test_parity_numpy_compat.py      | 11 ++---------
 .../pandas/tests/connect/test_parity_repr.py       | 11 ++---------
 .../pandas/tests/connect/test_parity_scalars.py    | 11 ++---------
 .../tests/connect/test_parity_spark_functions.py   | 11 ++---------
 .../pandas/tests/connect/test_parity_sql.py        | 11 ++---------
 .../pandas/tests/connect/test_parity_typedef.py    | 11 ++---------
 .../pandas/tests/connect/test_parity_utils.py      | 11 ++---------
 .../tests/connect/window/test_parity_ewm_error.py  | 11 ++---------
 .../tests/connect/window/test_parity_ewm_mean.py   | 11 ++---------
 .../tests/connect/window/test_parity_expanding.py  | 11 ++---------
 .../connect/window/test_parity_expanding_adv.py    | 11 ++---------
 .../connect/window/test_parity_expanding_error.py  | 11 ++---------
 .../connect/window/test_parity_groupby_ewm_mean.py | 11 ++---------
 .../window/test_parity_groupby_expanding.py        | 11 ++---------
 .../window/test_parity_groupby_expanding_adv.py    | 11 ++---------
 .../connect/window/test_parity_groupby_rolling.py  | 11 ++---------
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 .../sql/tests/connect/test_parity_repartition.py   | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_serde.py | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_sql.py   | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_stat.py  | 11 ++---------
 .../sql/tests/connect/test_parity_subquery.py      | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_tvf.py   | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_types.py | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_udf.py   | 11 ++---------
 .../tests/connect/test_parity_udf_combinations.py  | 11 ++---------
 .../sql/tests/connect/test_parity_udf_profiler.py  | 11 ++---------
 .../pyspark/sql/tests/connect/test_parity_udtf.py  | 11 ++---------
 .../sql/tests/connect/test_parity_unified_udf.py   | 11 ++---------
 python/pyspark/sql/tests/connect/test_resources.py | 11 ++---------
 python/pyspark/sql/tests/connect/test_utils.py     | 11 ++---------
 .../streaming/test_pandas_transform_with_state.py  | 10 ++--------
 ...st_pandas_transform_with_state_checkpoint_v2.py | 11 ++---------
 ...t_pandas_transform_with_state_state_variable.py |  8 ++------
 ...form_with_state_state_variable_checkpoint_v2.py | 11 ++---------
 .../pandas/streaming/test_transform_with_state.py  | 10 ++--------
 .../test_transform_with_state_checkpoint_v2.py     | 11 ++---------
 .../test_transform_with_state_state_variable.py    | 10 ++--------
 ...form_with_state_state_variable_checkpoint_v2.py | 11 ++---------
 python/pyspark/sql/tests/pandas/test_converter.py  | 10 ++--------
 .../sql/tests/pandas/test_pandas_cogrouped_map.py  | 10 ++--------
 .../sql/tests/pandas/test_pandas_grouped_map.py    | 10 ++--------
 .../pandas/test_pandas_grouped_map_with_state.py   | 10 ++--------
 python/pyspark/sql/tests/pandas/test_pandas_map.py | 10 ++--------
 .../sql/tests/pandas/test_pandas_sqlmetrics.py     | 10 ++--------
 python/pyspark/sql/tests/pandas/test_pandas_udf.py | 10 ++--------
 .../tests/pandas/test_pandas_udf_grouped_agg.py    | 10 ++--------
 .../sql/tests/pandas/test_pandas_udf_scalar.py     | 10 ++--------
 .../sql/tests/pandas/test_pandas_udf_typehints.py  | 10 ++--------
 ...pandas_udf_typehints_with_future_annotations.py | 11 ++---------
 .../sql/tests/pandas/test_pandas_udf_window.py     | 10 ++--------
 python/pyspark/sql/tests/plot/test_frame_plot.py   | 10 ++--------
 .../sql/tests/plot/test_frame_plot_plotly.py       | 10 ++--------
 .../pyspark/sql/tests/streaming/test_streaming.py  | 11 ++---------
 .../sql/tests/streaming/test_streaming_foreach.py  | 11 ++---------
 .../streaming/test_streaming_foreach_batch.py      | 11 ++---------
 .../sql/tests/streaming/test_streaming_listener.py | 12 ++----------
 python/pyspark/sql/tests/test_artifact.py          | 11 ++---------
 python/pyspark/sql/tests/test_catalog.py           | 11 ++---------
 python/pyspark/sql/tests/test_collection.py        | 10 ++--------
 python/pyspark/sql/tests/test_column.py            | 11 ++---------
 python/pyspark/sql/tests/test_conf.py              | 11 ++---------
 .../sql/tests/test_connect_compatibility.py        | 10 ++--------
 python/pyspark/sql/tests/test_context.py           | 10 ++--------
 python/pyspark/sql/tests/test_conversion.py        | 10 ++--------
 python/pyspark/sql/tests/test_creation.py          | 10 ++--------
 python/pyspark/sql/tests/test_dataframe.py         | 10 ++--------
 .../sql/tests/test_dataframe_query_context.py      | 11 ++---------
 python/pyspark/sql/tests/test_datasources.py       | 11 ++---------
 python/pyspark/sql/tests/test_errors.py            | 11 ++---------
 python/pyspark/sql/tests/test_functions.py         | 11 ++---------
 python/pyspark/sql/tests/test_geographytype.py     | 11 ++---------
 python/pyspark/sql/tests/test_geometrytype.py      | 11 ++---------
 python/pyspark/sql/tests/test_group.py             | 11 ++---------
 python/pyspark/sql/tests/test_job_cancellation.py  | 10 ++--------
 python/pyspark/sql/tests/test_listener.py          | 10 ++--------
 python/pyspark/sql/tests/test_observation.py       | 11 ++---------
 python/pyspark/sql/tests/test_python_datasource.py | 10 ++--------
 .../sql/tests/test_python_streaming_datasource.py  | 10 ++--------
 python/pyspark/sql/tests/test_readwriter.py        | 11 ++---------
 python/pyspark/sql/tests/test_repartition.py       | 11 ++---------
 python/pyspark/sql/tests/test_resources.py         | 10 ++--------
 python/pyspark/sql/tests/test_serde.py             | 11 ++---------
 python/pyspark/sql/tests/test_session.py           | 10 ++--------
 python/pyspark/sql/tests/test_sql.py               | 11 ++---------
 python/pyspark/sql/tests/test_stat.py              | 11 ++---------
 python/pyspark/sql/tests/test_subquery.py          | 11 ++---------
 python/pyspark/sql/tests/test_tvf.py               | 11 ++---------
 python/pyspark/sql/tests/test_types.py             | 10 ++--------
 python/pyspark/sql/tests/test_udf.py               | 10 ++--------
 python/pyspark/sql/tests/test_udf_combinations.py  | 10 ++--------
 python/pyspark/sql/tests/test_udf_profiler.py      | 10 ++--------
 python/pyspark/sql/tests/test_udtf.py              | 10 ++--------
 python/pyspark/sql/tests/test_unified_udf.py       | 10 ++--------
 python/pyspark/sql/tests/test_utils.py             | 11 ++---------
 .../tests/udf_type_tests/test_udf_input_types.py   |  8 ++------
 .../tests/udf_type_tests/test_udf_return_types.py  |  8 ++------
 python/pyspark/streaming/tests/test_context.py     | 11 ++---------
 python/pyspark/streaming/tests/test_dstream.py     | 10 ++--------
 python/pyspark/streaming/tests/test_kinesis.py     | 10 ++--------
 python/pyspark/streaming/tests/test_listener.py    | 11 ++---------
 python/pyspark/testing/__init__.py                 |  3 ++-
 python/pyspark/testing/tests/test_fail.py          | 10 ++--------
 .../testing/tests/test_fail_in_set_up_class.py     | 10 ++--------
 python/pyspark/testing/tests/test_no_tests.py      | 17 ++---------------
 python/pyspark/testing/tests/test_pass_all.py      | 13 ++-----------
 python/pyspark/testing/tests/test_skip_all.py      | 13 ++-----------
 python/pyspark/testing/tests/test_skip_class.py    | 16 ++--------------
 .../testing/tests/test_skip_set_up_class.py        | 13 ++-----------
 .../testing/{mllibutils.py => unittestutils.py}    | 16 +++++++---------
 python/pyspark/tests/test_appsubmit.py             | 10 ++--------
 python/pyspark/tests/test_broadcast.py             | 10 ++--------
 python/pyspark/tests/test_conf.py                  | 10 ++--------
 python/pyspark/tests/test_context.py               | 10 ++--------
 python/pyspark/tests/test_daemon.py                | 10 ++--------
 python/pyspark/tests/test_install_spark.py         | 10 ++--------
 python/pyspark/tests/test_join.py                  | 11 ++---------
 python/pyspark/tests/test_memory_profiler.py       | 10 ++--------
 python/pyspark/tests/test_pin_thread.py            | 11 ++---------
 python/pyspark/tests/test_profiler.py              | 10 ++--------
 python/pyspark/tests/test_rdd.py                   | 11 ++---------
 python/pyspark/tests/test_rddbarrier.py            | 11 ++---------
 python/pyspark/tests/test_rddsampler.py            | 11 ++---------
 python/pyspark/tests/test_readwrite.py             | 11 ++---------
 python/pyspark/tests/test_serializers.py           | 10 ++--------
 python/pyspark/tests/test_shuffle.py               | 10 ++--------
 python/pyspark/tests/test_stage_sched.py           | 10 ++--------
 python/pyspark/tests/test_statcounter.py           | 11 ++---------
 python/pyspark/tests/test_taskcontext.py           | 11 ++---------
 python/pyspark/tests/test_util.py                  | 10 ++--------
 python/pyspark/tests/test_worker.py                | 11 ++---------
 759 files changed, 1532 insertions(+), 6697 deletions(-)
 copy python/pyspark/testing/{mllibutils.py => unittestutils.py} (73%)


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