feat(langgraph): Add tags and run name to message stream output #734
vbardaAnnotations
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/pregel/messages.py#L1
.........................................
fanout_to_subgraph_10x: Mean +- std dev: 57.8 ms +- 1.5 ms
.........................................
fanout_to_subgraph_10x_sync: Mean +- std dev: 48.7 ms +- 0.5 ms
.........................................
fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 82.3 ms +- 1.6 ms
.........................................
fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 90.4 ms +- 0.6 ms
.........................................
fanout_to_subgraph_100x: Mean +- std dev: 540 ms +- 12 ms
.........................................
fanout_to_subgraph_100x_sync: Mean +- std dev: 476 ms +- 5 ms
.........................................
fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 903 ms +- 40 ms
.........................................
fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 900 ms +- 19 ms
.........................................
react_agent_10x: Mean +- std dev: 30.3 ms +- 0.6 ms
.........................................
react_agent_10x_sync: Mean +- std dev: 22.0 ms +- 0.1 ms
.........................................
react_agent_10x_checkpoint: Mean +- std dev: 46.0 ms +- 1.0 ms
.........................................
react_agent_10x_checkpoint_sync: Mean +- std dev: 35.7 ms +- 0.5 ms
.........................................
react_agent_100x: Mean +- std dev: 338 ms +- 7 ms
.........................................
react_agent_100x_sync: Mean +- std dev: 269 ms +- 3 ms
.........................................
react_agent_100x_checkpoint: Mean +- std dev: 917 ms +- 9 ms
.........................................
react_agent_100x_checkpoint_sync: Mean +- std dev: 820 ms +- 9 ms
.........................................
wide_state_25x300: Mean +- std dev: 23.2 ms +- 0.5 ms
.........................................
wide_state_25x300_sync: Mean +- std dev: 14.7 ms +- 0.1 ms
.........................................
wide_state_25x300_checkpoint: Mean +- std dev: 275 ms +- 9 ms
.........................................
wide_state_25x300_checkpoint_sync: Mean +- std dev: 262 ms +- 3 ms
.........................................
wide_state_15x600: Mean +- std dev: 27.0 ms +- 0.5 ms
.........................................
wide_state_15x600_sync: Mean +- std dev: 16.9 ms +- 0.1 ms
.........................................
wide_state_15x600_checkpoint: Mean +- std dev: 478 ms +- 9 ms
.........................................
wide_state_15x600_checkpoint_sync: Mean +- std dev: 459 ms +- 7 ms
.........................................
wide_state_9x1200: Mean +- std dev: 27.0 ms +- 0.4 ms
.........................................
wide_state_9x1200_sync: Mean +- std dev: 16.9 ms +- 0.1 ms
.........................................
wide_state_9x1200_checkpoint: Mean +- std dev: 309 ms +- 3 ms
.........................................
wide_state_9x1200_checkpoint_sync: Mean +- std dev: 295 ms +- 3 ms
|
|
Comparison against main:
libs/langgraph/langgraph/pregel/messages.py#L1
+----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+========================================+=========+=======================+
| react_agent_100x_checkpoint_sync | 870 ms | 820 ms: 1.06x faster |
+----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint | 47.9 ms | 46.0 ms: 1.04x faster |
+----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint_sync | 36.8 ms | 35.7 ms: 1.03x faster |
+----------------------------------------+---------+-----------------------+
| react_agent_10x_sync | 22.4 ms | 22.0 ms: 1.02x faster |
+----------------------------------------+---------+-----------------------+
| wide_state_15x600_sync | 17.2 ms | 16.9 ms: 1.02x faster |
+----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 17.1 ms | 16.9 ms: 1.02x faster |
+----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint | 313 ms | 309 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint_sync | 265 ms | 262 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync | 464 ms | 459 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 545 ms | 540 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync | 298 ms | 295 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 924 ms | 917 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 91.0 ms | 90.4 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_sync | 48.9 ms | 48.7 ms: 1.00x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint | 868 ms | 903 ms: 1.04x slower |
+----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.01x faster |
+----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (13): wide_state_25x300_checkpoint, fanout_to_subgraph_10x, wide_state_15x600, fanout_to_subgraph_10x_checkpoint, wide_state_15x600_checkpoint, react_agent_10x, react_agent_100x_sync, fanout_to_subgraph_100x_sync, wide_state_25x300, wide_state_25x300_sync, wide_state_9x1200, react_agent_100x, fanout_to_subgraph_100x_checkpoint_sync
|