python[minor]: pytest integration #855
baskaryanAnnotations
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/__init__.py#L1
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create_5_000_run_trees: Mean +- std dev: 672 ms +- 53 ms
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create_10_000_run_trees: Mean +- std dev: 1.37 sec +- 0.09 sec
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create_20_000_run_trees: Mean +- std dev: 1.36 sec +- 0.10 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 711 us +- 20 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.3 ms +- 0.3 ms
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dumps_class_nested_py_leaf_100x200: Mean +- std dev: 106 ms +- 5 ms
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dumps_dataclass_nested_50x100: Mean +- std dev: 25.9 ms +- 0.5 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (19.7 ms) is 25% of the mean (78.7 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: 78.7 ms +- 19.7 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 201 ms +- 2 ms
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Comparison against main:
python/langsmith/__init__.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 215 ms | 201 ms: 1.07x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 711 us | 711 us: 1.00x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.1 ms | 25.3 ms: 1.01x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 104 ms | 106 ms: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.3 ms | 25.9 ms: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 653 ms | 672 ms: 1.03x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.30 sec | 1.36 sec: 1.04x slower |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.32 sec | 1.37 sec: 1.04x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 66.8 ms | 78.7 ms: 1.18x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.03x slower |
+-----------------------------------------------+----------+------------------------+
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