perf: [LS-2561] Stream compress multipart runs #642
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 (87.0 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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WARNING: the benchmark result may be unstable
* the standard deviation (182 ms) is 13% of the mean (1.42 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_10_000_run_trees: Mean +- std dev: 1.42 sec +- 0.18 sec
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WARNING: the benchmark result may be unstable
* the standard deviation (179 ms) is 12% of the mean (1.47 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: 1.47 sec +- 0.18 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 702 us +- 5 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.6 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: 25.8 ms +- 0.3 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (20.1 ms) is 26% of the mean (77.2 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: 77.2 ms +- 20.1 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 204 ms +- 8 ms
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Comparison against main:
python/langsmith/_internal/_background_thread.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 218 ms | 204 ms: 1.07x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 699 us | 702 us: 1.00x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 104 ms | 105 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.41 sec | 1.42 sec: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.3 ms | 25.6 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 713 ms | 721 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.5 ms | 25.8 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.40 sec | 1.47 sec: 1.05x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 65.2 ms | 77.2 ms: 1.19x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.02x slower |
+-----------------------------------------------+----------+------------------------+
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