feat(py): Increase concurrency for pytest evals, fix output rendering nits #959
jacoblee93Annotations
2 notices
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Benchmark results:
python/langsmith/pytest_plugin.py#L1
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create_5_000_run_trees: Mean +- std dev: 659 ms +- 47 ms
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create_10_000_run_trees: Mean +- std dev: 1.32 sec +- 0.10 sec
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create_20_000_run_trees: Mean +- std dev: 2.52 sec +- 0.15 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 715 us +- 10 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.0 ms +- 0.5 ms
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dumps_class_nested_py_leaf_100x200: Mean +- std dev: 105 ms +- 2 ms
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dumps_dataclass_nested_50x100: Mean +- std dev: 25.3 ms +- 0.3 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (15.9 ms) is 22% of the mean (70.7 ms)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
dumps_pydantic_nested_50x100: Mean +- std dev: 70.7 ms +- 15.9 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 193 ms +- 3 ms
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Comparison against main:
python/langsmith/pytest_plugin.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 225 ms | 193 ms: 1.17x faster |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 2.78 sec | 2.52 sec: 1.10x faster |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.38 sec | 1.32 sec: 1.05x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 687 ms | 659 ms: 1.04x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 26.0 ms | 25.3 ms: 1.03x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.7 ms | 25.0 ms: 1.03x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 719 us | 715 us: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 71.0 ms | 70.7 ms: 1.00x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 105 ms | 105 ms: 1.00x faster |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.05x faster |
+-----------------------------------------------+----------+------------------------+
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