perf: [LS-2561] Stream compress multipart runs #671
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 (94.6 ms) is 14% of the mean (689 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: 689 ms +- 95 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (162 ms) is 11% 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 +- 0.16 sec
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WARNING: the benchmark result may be unstable
* the standard deviation (211 ms) is 15% 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_20_000_run_trees: Mean +- std dev: 1.42 sec +- 0.21 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 687 us +- 8 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.4 ms +- 0.2 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: 26.0 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 (74.7 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: 74.7 ms +- 17.9 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 202 ms +- 4 ms
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Comparison against main:
python/langsmith/_internal/_background_thread.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 217 ms | 202 ms: 1.07x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 721 ms | 689 ms: 1.05x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 695 us | 687 us: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 103 ms | 105 ms: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 24.8 ms | 25.4 ms: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.2 ms | 26.0 ms: 1.03x slower |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.37 sec | 1.42 sec: 1.04x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.36 sec | 1.42 sec: 1.04x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 64.9 ms | 74.7 ms: 1.15x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.02x slower |
+-----------------------------------------------+----------+------------------------+
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