perf: [LS-2561] Stream compress multipart runs #645
angus-langchainAnnotations
1 warning and 2 notices
|
benchmark
ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636
|
|
Benchmark results:
python/langsmith/_internal/_background_thread.py#L1
...........
WARNING: the benchmark result may be unstable
* the standard deviation (102 ms) is 15% of the mean (702 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: 702 ms +- 102 ms
...........
WARNING: the benchmark result may be unstable
* the standard deviation (200 ms) is 14% of the mean (1.43 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: 1.43 sec +- 0.20 sec
...........
WARNING: the benchmark result may be unstable
* the standard deviation (192 ms) is 13% of the mean (1.44 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: 1.44 sec +- 0.19 sec
...........
dumps_class_nested_py_branch_and_leaf_200x400: Mean +- std dev: 701 us +- 14 us
...........
dumps_class_nested_py_leaf_50x100: Mean +- std dev: 25.1 ms +- 0.2 ms
...........
dumps_class_nested_py_leaf_100x200: Mean +- std dev: 105 ms +- 2 ms
...........
dumps_dataclass_nested_50x100: Mean +- std dev: 25.3 ms +- 0.2 ms
...........
WARNING: the benchmark result may be unstable
* the standard deviation (17.4 ms) is 24% of the mean (73.4 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: 73.4 ms +- 17.4 ms
...........
dumps_pydanticv1_nested_50x100: Mean +- std dev: 199 ms +- 3 ms
|
|
Comparison against main:
python/langsmith/_internal/_background_thread.py#L1
+-----------------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+===============================================+==========+========================+
| dumps_pydanticv1_nested_50x100 | 218 ms | 199 ms: 1.09x faster |
+-----------------------------------------------+----------+------------------------+
| create_5_000_run_trees | 713 ms | 702 ms: 1.02x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_50x100 | 25.3 ms | 25.1 ms: 1.01x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_dataclass_nested_50x100 | 25.5 ms | 25.3 ms: 1.00x faster |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_branch_and_leaf_200x400 | 699 us | 701 us: 1.00x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_class_nested_py_leaf_100x200 | 104 ms | 105 ms: 1.00x slower |
+-----------------------------------------------+----------+------------------------+
| create_10_000_run_trees | 1.41 sec | 1.43 sec: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| create_20_000_run_trees | 1.40 sec | 1.44 sec: 1.02x slower |
+-----------------------------------------------+----------+------------------------+
| dumps_pydantic_nested_50x100 | 65.2 ms | 73.4 ms: 1.13x slower |
+-----------------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.00x slower |
+-----------------------------------------------+----------+------------------------+
|