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Merged
norberttech merged 3 commits into from
Dec 7, 2023
Merged

Building pipelines from JSON #871

norberttech merged 3 commits into from
Dec 7, 2023

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@norberttech norberttech commented Dec 7, 2023 •
edited
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Change Log

Added

  • DataFrame::fromJson()
  • support for running dataframes from json through flow CLI

Fixed

  • phar file

Changed

Removed

Deprecated

Security

Description

Pipelines can now be defined in JSON:

build/flow.phar run pipeline.json
bin/flow.php run pipeline.json

[
  {
    "function" : "data_frame",
    "call": {
      "method": "read",
      "args": [
        {
          "function": "from_array",
          "args": [
            [{"id": 1, "name": "user_01"},{"id": 2, "name": "user_02"},{"id": 3, "name": "user_03"}]
          ]
        }
      ],
      "call": {
        "method": "collect",
        "call": {
          "method": "withEntry",
          "args": ["active", {"function": "lit", "args":  [true]}],
          "call": {
            "method": "write",
            "args": [
              {
                "function": "to_output",
                "args": [false]
              }
            ]
          }
        }
      }
    }
  }
]

or from the code:

DataFrame::fromJson(file_get_contents('pipeline.json'))->run();

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github-actions bot commented Dec 7, 2023 •
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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   | 35.129mb +0.00%  | 709.351ms +1.04% | ±1.17% +34.23%   |
| CSVExtractorBench     | bench_extract_10k | 1    | 3   | 4.827mb +0.03%   | 304.565ms +0.75% | ±3.44% +1097.08% |
| JsonExtractorBench    | bench_extract_10k | 1    | 3   | 4.926mb +0.03%   | 939.090ms +0.13% | ±1.55% +3.04%    |
| ParquetExtractorBench | bench_extract_10k | 1    | 3   | 239.632mb +0.00% | 1.116s +0.13%    | ±0.32% -17.45%   |
| TextExtractorBench    | bench_extract_10k | 1    | 3   | 4.705mb +0.03%   | 24.677ms -1.62%  | ±1.50% +37.65%   |
| XmlExtractorBench     | bench_extract_10k | 1    | 3   | 4.706mb +0.03%   | 406.168ms +0.31% | ±0.62% -48.11%   |
+-----------------------+-------------------+------+-----+------------------+------------------+------------------+
Transformers 
+-----------------------------+--------------------------+------+-----+------------------+-----------------+---------------+
| benchmark                   | subject                  | revs | its | mem_peak         | mode            | rstdev        |
+-----------------------------+--------------------------+------+-----+------------------+-----------------+---------------+
| RenameEntryTransformerBench | bench_transform_10k_rows | 1    | 3   | 110.391mb +0.00% | 64.365ms +0.91% | ±0.53% -0.33% |
+-----------------------------+--------------------------+------+-----+------------------+-----------------+---------------+
Loaders 
+--------------------+----------------+------+-----+------------------+------------------+----------------+
| benchmark          | subject        | revs | its | mem_peak         | mode             | rstdev         |
+--------------------+----------------+------+-----+------------------+------------------+----------------+
| AvroLoaderBench    | bench_load_10k | 1    | 3   | 94.790mb +0.00%  | 459.916ms +2.46% | ±2.43% -8.71%  |
| CSVLoaderBench     | bench_load_10k | 1    | 3   | 54.867mb +0.00%  | 73.107ms +0.15%  | ±0.63% -67.26% |
| JsonLoaderBench    | bench_load_10k | 1    | 3   | 105.450mb +0.00% | 58.250ms +3.72%  | ±0.82% +0.36%  |
| ParquetLoaderBench | bench_load_10k | 1    | 3   | 320.660mb +0.00% | 1.358s +5.57%    | ±2.96% +5.09%  |
| TextLoaderBench    | bench_load_10k | 1    | 3   | 17.744mb +0.01%  | 41.694ms -2.17%  | ±0.64% -24.51% |
+--------------------+----------------+------+-----+------------------+------------------+----------------+
Building Blocks 
+-------------------------+----------------------------+------+-----+------------------+------------------+-----------------+
| benchmark               | subject                    | revs | its | mem_peak         | mode             | rstdev          |
+-------------------------+----------------------------+------+-----+------------------+------------------+-----------------+
| RowsBench               | bench_chunk_10_on_10k      | 2    | 3   | 76.441mb +0.00%  | 2.841ms -6.20%   | ±1.28% +71.98%  |
| RowsBench               | bench_diff_left_1k_on_10k  | 2    | 3   | 96.234mb +0.00%  | 182.545ms -0.92% | ±0.55% -12.97%  |
| RowsBench               | bench_diff_right_1k_on_10k | 2    | 3   | 74.760mb +0.00%  | 18.379ms -1.52%  | ±1.06% -53.12%  |
| RowsBench               | bench_drop_1k_on_10k       | 2    | 3   | 77.681mb +0.00%  | 1.760ms -5.13%   | ±1.63% +32.63%  |
| RowsBench               | bench_drop_right_1k_on_10k | 2    | 3   | 77.681mb +0.00%  | 1.691ms -5.11%   | ±0.57% -36.71%  |
| RowsBench               | bench_entries_on_10k       | 2    | 3   | 74.793mb +0.00%  | 2.561ms -10.34%  | ±1.83% +2.75%   |
| RowsBench               | bench_filter_on_10k        | 2    | 3   | 75.322mb +0.00%  | 15.099ms +1.04%  | ±1.50% +2.58%   |
| RowsBench               | bench_find_on_10k          | 2    | 3   | 75.322mb +0.00%  | 15.259ms +0.20%  | ±1.25% +17.76%  |
| RowsBench               | bench_find_one_on_10k      | 10   | 3   | 73.225mb +0.00%  | 1.906μs -4.41%   | ±2.44% +1.72%   |
| RowsBench               | bench_first_on_10k         | 10   | 3   | 73.225mb +0.00%  | 0.500μs +66.67%  | ±0.00% 0.00%    |
| RowsBench               | bench_flat_map_on_1k       | 2    | 3   | 86.782mb +0.00%  | 14.873ms +15.41% | ±1.90% +18.58%  |
| RowsBench               | bench_map_on_10k           | 2    | 3   | 116.141mb +0.00% | 65.366ms +0.59%  | ±1.58% +79.54%  |
| RowsBench               | bench_merge_1k_on_10k      | 2    | 3   | 75.843mb +0.00%  | 2.055ms +0.07%   | ±3.54% +80.17%  |
| RowsBench               | bench_partition_by_on_10k  | 2    | 3   | 78.116mb +0.00%  | 33.416ms -2.81%  | ±1.32% +21.61%  |
| RowsBench               | bench_remove_on_10k        | 2    | 3   | 77.943mb +0.00%  | 4.257ms +0.99%   | ±1.35% -62.30%  |
| RowsBench               | bench_sort_asc_on_1k       | 2    | 3   | 73.370mb +0.00%  | 41.280ms +0.40%  | ±1.15% +29.71%  |
| RowsBench               | bench_sort_by_on_1k        | 2    | 3   | 73.371mb +0.00%  | 40.336ms -1.23%  | ±2.11% +155.88% |
| RowsBench               | bench_sort_desc_on_1k      | 2    | 3   | 73.370mb +0.00%  | 41.411ms +1.78%  | ±0.17% -87.20%  |
| RowsBench               | bench_sort_entries_on_1k   | 2    | 3   | 75.667mb +0.00%  | 7.429ms +0.36%   | ±2.81% +178.30% |
| RowsBench               | bench_sort_on_1k           | 2    | 3   | 73.225mb +0.00%  | 29.015ms -1.90%  | ±2.06% +76.38%  |
| RowsBench               | bench_take_1k_on_10k       | 10   | 3   | 73.225mb +0.00%  | 13.535μs -0.43%  | ±3.05% +35.87%  |
| RowsBench               | bench_take_right_1k_on_10k | 10   | 3   | 73.225mb +0.00%  | 16.366μs +0.58%  | ±1.25% -56.79%  |
| RowsBench               | bench_unique_on_1k         | 2    | 3   | 96.235mb +0.00%  | 186.276ms -0.30% | ±0.26% -22.28%  |
| TypeDetectorBench       | bench_type_detector        | 1    | 3   | 59.386mb +0.00%  | 332.521ms -1.72% | ±0.74% -50.53%  |
| TypeDetectorBench       | bench_type_detector        | 1    | 3   | 14.309mb +0.01%  | 68.249ms +2.00%  | ±0.32% -69.42%  |
| NativeEntryFactoryBench | bench_entry_factory        | 1    | 3   | 115.984mb +0.00% | 380.918ms -0.69% | ±1.39% -35.75%  |
| NativeEntryFactoryBench | bench_entry_factory        | 1    | 3   | 59.702mb +0.00%  | 199.081ms +4.29% | ±2.85% +457.06% |
| NativeEntryFactoryBench | bench_entry_factory        | 1    | 3   | 14.827mb +0.01%  | 40.295ms -1.17%  | ±1.34% +53.63%  |
+-------------------------+----------------------------+------+-----+------------------+------------------+-----------------+

@norberttech norberttech changed the title Feature/rdsl builder Building pipelines from JSON Dec 7, 2023
@norberttech norberttech merged commit 44c672b into flow-php:1.x Dec 7, 2023
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