Allow chaning add_node/add_edge/etc calls #128
Triggered via pull request
September 19, 2024 22:08
Status
Success
Total duration
44m 55s
Artifacts
–
Annotations
1 warning and 2 notices
benchmark
The following actions use a deprecated Node.js version and will be forced to run on node20: actions/cache@v3. For more info: https://github.blog/changelog/2024-03-07-github-actions-all-actions-will-run-on-node20-instead-of-node16-by-default/
|
Benchmark results:
libs/langgraph/langgraph/graph/graph.py#L1
.........................................
fanout_to_subgraph_10x: Mean +- std dev: 58.9 ms +- 1.1 ms
.........................................
WARNING: the benchmark result may be unstable
* the standard deviation (6.36 ms) is 11% of the mean (56.1 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.
fanout_to_subgraph_10x_sync: Mean +- std dev: 56.1 ms +- 6.4 ms
.........................................
fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 76.5 ms +- 1.6 ms
.........................................
fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 80.8 ms +- 0.8 ms
.........................................
fanout_to_subgraph_100x: Mean +- std dev: 547 ms +- 10 ms
.........................................
fanout_to_subgraph_100x_sync: Mean +- std dev: 504 ms +- 6 ms
.........................................
fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 752 ms +- 24 ms
.........................................
fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 784 ms +- 7 ms
.........................................
react_agent_10x: Mean +- std dev: 39.1 ms +- 0.9 ms
.........................................
react_agent_10x_sync: Mean +- std dev: 29.7 ms +- 0.3 ms
.........................................
react_agent_10x_checkpoint: Mean +- std dev: 52.8 ms +- 1.4 ms
.........................................
react_agent_10x_checkpoint_sync: Mean +- std dev: 42.6 ms +- 3.1 ms
.........................................
react_agent_100x: Mean +- std dev: 425 ms +- 15 ms
.........................................
react_agent_100x_sync: Mean +- std dev: 341 ms +- 13 ms
.........................................
react_agent_100x_checkpoint: Mean +- std dev: 943 ms +- 28 ms
.........................................
react_agent_100x_checkpoint_sync: Mean +- std dev: 834 ms +- 23 ms
.........................................
wide_state_25x300: Mean +- std dev: 20.3 ms +- 0.3 ms
.........................................
wide_state_25x300_sync: Mean +- std dev: 12.7 ms +- 0.1 ms
.........................................
WARNING: the benchmark result may be unstable
* the maximum (412 ms) is 73% greater than the mean (239 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.
wide_state_25x300_checkpoint: Mean +- std dev: 239 ms +- 18 ms
.........................................
wide_state_25x300_checkpoint_sync: Mean +- std dev: 227 ms +- 7 ms
.........................................
wide_state_15x600: Mean +- std dev: 23.6 ms +- 0.3 ms
.........................................
wide_state_15x600_sync: Mean +- std dev: 14.6 ms +- 0.1 ms
.........................................
wide_state_15x600_checkpoint: Mean +- std dev: 415 ms +- 13 ms
.........................................
wide_state_15x600_checkpoint_sync: Mean +- std dev: 406 ms +- 14 ms
.........................................
wide_state_9x1200: Mean +- std dev: 23.6 ms +- 0.3 ms
.........................................
wide_state_9x1200_sync: Mean +- std dev: 14.7 ms +- 0.2 ms
.........................................
wide_state_9x1200_checkpoint: Mean +- std dev: 265 ms +- 7 ms
.........................................
wide_state_9x1200_checkpoint_sync: Mean +- std dev: 265 ms +- 9 ms
|
Comparison against main:
libs/langgraph/langgraph/graph/graph.py#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_100x_checkpoint_sync | 782 ms | 784 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_sync | 29.6 ms | 29.7 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 544 ms | 547 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_sync | 12.6 ms | 12.7 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600 | 23.4 ms | 23.6 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 23.4 ms | 23.6 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 14.6 ms | 14.7 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x | 58.3 ms | 58.9 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 825 ms | 834 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x | 420 ms | 425 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint | 743 ms | 752 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 75.5 ms | 76.5 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 492 ms | 504 ms: 1.02x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 915 ms | 943 ms: 1.03x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync | 255 ms | 265 ms: 1.04x slower |
+-----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.01x slower |
+-----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (13): wide_state_25x300_checkpoint_sync, wide_state_25x300, wide_state_15x600_sync, fanout_to_subgraph_10x_checkpoint_sync, wide_state_9x1200_checkpoint, react_agent_100x_sync, react_agent_10x_checkpoint, wide_state_15x600_checkpoint, react_agent_10x, fanout_to_subgraph_10x_sync, wide_state_15x600_checkpoint_sync, react_agent_10x_checkpoint_sync, wide_state_25x300_checkpoint
|