python[minor] update evaluate to be concurrent #826
isahers1Annotations
1 warning and 2 notices
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benchmark
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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Benchmark results:
python/langsmith/evaluation/_arunner.py#L1
...........
WARNING: the benchmark result may be unstable
* the standard deviation (80.6 ms) is 12% of the mean (647 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.
create_5_000_run_trees: Mean +- std dev: 647 ms +- 81 ms
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create_10_000_run_trees: Mean +- std dev: 1.34 sec +- 0.08 sec
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create_20_000_run_trees: Mean +- std dev: 1.34 sec +- 0.08 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 713 us +- 13 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.3 ms +- 0.7 ms
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dumps_class_nested_py_leaf_100x200: Mean +- std dev: 104 ms +- 3 ms
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dumps_dataclass_nested_50x100: Mean +- std dev: 25.1 ms +- 0.2 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (16.6 ms) is 23% of the mean (72.9 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: 72.9 ms +- 16.6 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 197 ms +- 4 ms
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Comparison against main:
python/langsmith/evaluation/_arunner.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 213 ms | 197 ms: 1.08x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 661 ms | 647 ms: 1.02x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.5 ms | 25.1 ms: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 103 ms | 104 ms: 1.00x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 709 us | 713 us: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.32 sec | 1.34 sec: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 24.9 ms | 25.3 ms: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.31 sec | 1.34 sec: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 65.7 ms | 72.9 ms: 1.11x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.01x slower |
+-----------------------------------------------+----------+------------------------+
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