Automatically cast datetime bulk entries into DateTime objects

[norberttech]

Change Log

Added

Fixed

• Automatically cast datetime bulk entries into DateTime objects

Changed

Removed

Deprecated

Security

---

Description

[github-actions]

Flow PHP - Benchmarks

^{_{Results of the benchmarks from this PR are compared with the results from 1.x branch.}}

Extractors

+-----------------------+-------------------+------+-----+------------------+------------------+-----------------+
| benchmark             | subject           | revs | its | mem_peak         | mode             | rstdev          |
+-----------------------+-------------------+------+-----+------------------+------------------+-----------------+
| AvroExtractorBench    | bench_extract_10k | 1    | 3   | 35.238mb +0.00%  | 824.864ms +1.57% | ±1.21% +357.51% |
| CSVExtractorBench     | bench_extract_10k | 1    | 3   | 4.964mb +0.01%   | 341.466ms -0.24% | ±0.26% +7.17%   |
| JsonExtractorBench    | bench_extract_10k | 1    | 3   | 5.107mb +0.01%   | 1.052s +0.69%    | ±0.29% -78.79%  |
| ParquetExtractorBench | bench_extract_10k | 1    | 3   | 239.806mb +0.00% | 1.242s +0.37%    | ±0.51% -41.53%  |
| TextExtractorBench    | bench_extract_10k | 1    | 3   | 4.885mb +0.01%   | 34.847ms -2.14%  | ±1.23% -19.19%  |
| XmlExtractorBench     | bench_extract_10k | 1    | 3   | 4.887mb +0.01%   | 429.600ms -1.55% | ±0.54% -68.66%  |
+-----------------------+-------------------+------+-----+------------------+------------------+-----------------+

Transformers

+-----------------------------+--------------------------+------+-----+------------------+-----------------+-----------------+
| benchmark                   | subject                  | revs | its | mem_peak         | mode            | rstdev          |
+-----------------------------+--------------------------+------+-----+------------------+-----------------+-----------------+
| RenameEntryTransformerBench | bench_transform_10k_rows | 1    | 3   | 110.587mb +0.00% | 64.150ms +0.21% | ±0.43% +702.49% |
+-----------------------------+--------------------------+------+-----+------------------+-----------------+-----------------+

Loaders

+--------------------+----------------+------+-----+------------------+------------------+-----------------+
| benchmark          | subject        | revs | its | mem_peak         | mode             | rstdev          |
+--------------------+----------------+------+-----+------------------+------------------+-----------------+
| AvroLoaderBench    | bench_load_10k | 1    | 3   | 95.618mb +0.00%  | 474.139ms -0.23% | ±0.51% -43.45%  |
| CSVLoaderBench     | bench_load_10k | 1    | 3   | 54.101mb +0.00%  | 71.950ms -1.68%  | ±0.42% -65.39%  |
| JsonLoaderBench    | bench_load_10k | 1    | 3   | 106.522mb +0.00% | 51.090ms -3.50%  | ±0.95% -5.19%   |
| ParquetLoaderBench | bench_load_10k | 1    | 3   | 321.728mb +0.00% | 1.295s -0.17%    | ±0.64% +278.43% |
| TextLoaderBench    | bench_load_10k | 1    | 3   | 17.925mb +0.00%  | 40.822ms -1.20%  | ±0.44% -76.93%  |
+--------------------+----------------+------+-----+------------------+------------------+-----------------+

Building Blocks

+-------------------------+----------------------------+------+-----+------------------+------------------+-----------------+
| benchmark               | subject                    | revs | its | mem_peak         | mode             | rstdev          |
+-------------------------+----------------------------+------+-----+------------------+------------------+-----------------+
| NativeEntryFactoryBench | bench_entry_factory        | 1    | 3   | 116.688mb +0.00% | 488.874ms -1.27% | ±0.75% -38.26%  |
| NativeEntryFactoryBench | bench_entry_factory        | 1    | 3   | 60.166mb +0.00%  | 250.977ms +1.55% | ±0.93% -30.61%  |
| NativeEntryFactoryBench | bench_entry_factory        | 1    | 3   | 15.099mb +0.00%  | 53.175ms -0.68%  | ±0.20% -80.68%  |
| TypeDetectorBench       | bench_type_detector        | 1    | 3   | 59.943mb +0.00%  | 435.667ms -0.87% | ±0.52% -62.52%  |
| TypeDetectorBench       | bench_type_detector        | 1    | 3   | 14.482mb +0.00%  | 84.717ms -2.07%  | ±0.41% -57.64%  |
| RowsBench               | bench_chunk_10_on_10k      | 2    | 3   | 76.662mb +0.00%  | 3.485ms -5.32%   | ±1.09% -52.45%  |
| RowsBench               | bench_diff_left_1k_on_10k  | 2    | 3   | 96.388mb +0.00%  | 183.897ms +0.96% | ±0.92% -17.16%  |
| RowsBench               | bench_diff_right_1k_on_10k | 2    | 3   | 74.914mb +0.00%  | 18.230ms -0.11%  | ±1.17% -16.96%  |
| RowsBench               | bench_drop_1k_on_10k       | 2    | 3   | 77.902mb +0.00%  | 1.700ms -3.05%   | ±1.61% +226.32% |
| RowsBench               | bench_drop_right_1k_on_10k | 2    | 3   | 77.902mb +0.00%  | 1.659ms -6.79%   | ±0.96% -73.10%  |
| RowsBench               | bench_entries_on_10k       | 2    | 3   | 75.014mb +0.00%  | 2.697ms -3.16%   | ±0.28% -58.75%  |
| RowsBench               | bench_filter_on_10k        | 2    | 3   | 75.543mb +0.00%  | 14.360ms -16.85% | ±1.24% -37.99%  |
| RowsBench               | bench_find_on_10k          | 2    | 3   | 75.543mb +0.00%  | 14.763ms -15.03% | ±1.87% +15.44%  |
| RowsBench               | bench_find_one_on_10k      | 10   | 3   | 73.447mb +0.00%  | 1.906μs -4.98%   | ±2.44% +5.17%   |
| RowsBench               | bench_first_on_10k         | 10   | 3   | 73.447mb +0.00%  | 0.300μs -25.00%  | ±0.00% -100.00% |
| RowsBench               | bench_flat_map_on_1k       | 2    | 3   | 87.001mb +0.00%  | 13.012ms -12.27% | ±0.82% -46.02%  |
| RowsBench               | bench_map_on_10k           | 2    | 3   | 116.362mb +0.00% | 63.890ms -2.28%  | ±1.31% -31.08%  |
| RowsBench               | bench_merge_1k_on_10k      | 2    | 3   | 76.062mb +0.00%  | 1.235ms -19.53%  | ±1.26% +42.46%  |
| RowsBench               | bench_partition_by_on_10k  | 2    | 3   | 79.343mb +0.00%  | 57.504ms -3.09%  | ±0.50% +5.27%   |
| RowsBench               | bench_remove_on_10k        | 2    | 3   | 78.164mb +0.00%  | 3.953ms -4.89%   | ±3.07% -7.97%   |
| RowsBench               | bench_sort_asc_on_1k       | 2    | 3   | 73.525mb +0.00%  | 38.789ms -5.84%  | ±1.23% -4.51%   |
| RowsBench               | bench_sort_by_on_1k        | 2    | 3   | 73.525mb +0.00%  | 40.051ms -3.46%  | ±0.83% -68.87%  |
| RowsBench               | bench_sort_desc_on_1k      | 2    | 3   | 73.525mb +0.00%  | 39.780ms -2.05%  | ±0.42% -81.80%  |
| RowsBench               | bench_sort_entries_on_1k   | 2    | 3   | 75.888mb +0.00%  | 7.442ms -0.87%   | ±0.97% -44.05%  |
| RowsBench               | bench_sort_on_1k           | 2    | 3   | 73.447mb +0.00%  | 28.642ms -6.05%  | ±0.45% -18.84%  |
| RowsBench               | bench_take_1k_on_10k       | 10   | 3   | 73.447mb +0.00%  | 13.743μs +3.00%  | ±2.38% -2.40%   |
| RowsBench               | bench_take_right_1k_on_10k | 10   | 3   | 73.447mb +0.00%  | 16.400μs +2.83%  | ±0.50% -78.66%  |
| RowsBench               | bench_unique_on_1k         | 2    | 3   | 96.390mb +0.00%  | 183.471ms +1.03% | ±0.49% +223.10% |
+-------------------------+----------------------------+------+-----+------------------+------------------+-----------------+