perf: [LS-2561] Stream compress multipart runs #700
angus-langchainAnnotations
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/_internal/_background_thread.py#L1
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WARNING: the benchmark result may be unstable
* the standard deviation (87.5 ms) is 12% of the mean (721 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: 721 ms +- 87 ms
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create_10_000_run_trees: Mean +- std dev: 1.50 sec +- 0.14 sec
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WARNING: the benchmark result may be unstable
* the standard deviation (201 ms) is 14% of the mean (1.46 sec)
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_20_000_run_trees: Mean +- std dev: 1.46 sec +- 0.20 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 692 us +- 5 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.8 ms +- 0.3 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: 25.9 ms +- 0.2 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (19.6 ms) is 25% of the mean (77.8 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: 77.8 ms +- 19.6 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 203 ms +- 3 ms
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Comparison against main:
python/langsmith/_internal/_background_thread.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 220 ms | 203 ms: 1.08x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 731 ms | 721 ms: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 690 us | 692 us: 1.00x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 104 ms | 105 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.5 ms | 25.9 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.1 ms | 25.8 ms: 1.03x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.39 sec | 1.46 sec: 1.05x slower |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.41 sec | 1.50 sec: 1.06x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 65.9 ms | 77.8 ms: 1.18x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.03x slower |
+-----------------------------------------------+----------+------------------------+
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