update examples multipart #582
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/client.py#L1
...........
WARNING: the benchmark result may be unstable
* the standard deviation (110 ms) is 16% of the mean (699 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: 699 ms +- 110 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (197 ms) is 15% of the mean (1.35 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: 1.35 sec +- 0.20 sec
...........
WARNING: the benchmark result may be unstable
* the standard deviation (222 ms) is 16% of the mean (1.40 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: 1.40 sec +- 0.22 sec
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dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 701 us +- 3 us
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dumps_class_nested_py_leaf_50x100: Mean +- std dev: 24.9 ms +- 0.2 ms
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dumps_class_nested_py_leaf_100x200: Mean +- std dev: 103 ms +- 2 ms
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dumps_dataclass_nested_50x100: Mean +- std dev: 25.4 ms +- 0.2 ms
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WARNING: the benchmark result may be unstable
* the standard deviation (15.1 ms) is 22% of the mean (69.8 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: 69.8 ms +- 15.1 ms
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dumps_pydanticv1_nested_50x100: Mean +- std dev: 195 ms +- 1 ms
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Comparison against main:
python/langsmith/client.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 221 ms | 195 ms: 1.14x faster |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.40 sec | 1.35 sec: 1.04x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 724 ms | 699 ms: 1.04x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 105 ms | 103 ms: 1.02x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.6 ms | 25.4 ms: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.1 ms | 24.9 ms: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 705 us | 701 us: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.39 sec | 1.40 sec: 1.00x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 66.2 ms | 69.8 ms: 1.05x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.02x faster |
+-----------------------------------------------+----------+------------------------+
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