python[minor] update evaluate to be concurrent #760
Annotations
1 warning and 2 notices
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ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636
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Annotation:
python/langsmith/evaluation/_arunner.py#L1
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create_5_000_run_trees: Mean +- std dev: 665 ms +- 57 ms
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create_10_000_run_trees: Mean +- std dev: 1.32 sec +- 0.07 sec
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create_20_000_run_trees: Mean +- std dev: 1.32 sec +- 0.09 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 712 us +- 12 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.1 ms +- 0.2 ms
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dumps_class_nested_py_leaf_100x200: Mean +- std dev: 105 ms +- 3 ms
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dumps_dataclass_nested_50x100: Mean +- std dev: 25.6 ms +- 0.3 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (17.9 ms) is 24% of the mean (75.5 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: 75.5 ms +- 17.9 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 202 ms +- 3 ms
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Annotation:
python/langsmith/evaluation/_arunner.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| create_5_000_run_trees | 739 ms | 665 ms: 1.11x faster |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.46 sec | 1.32 sec: 1.10x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_pydanticv1_nested_50x100 | 222 ms | 202 ms: 1.10x faster |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.44 sec | 1.32 sec: 1.09x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.2 ms | 25.1 ms: 1.00x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.4 ms | 25.6 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 104 ms | 105 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 690 us | 712 us: 1.03x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 67.6 ms | 75.5 ms: 1.12x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.03x faster |
+-----------------------------------------------+----------+------------------------+
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