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Add return_direct support #137

Add return_direct support

Add return_direct support #137

Triggered via pull request September 20, 2024 17:12
Status Success
Total duration 45m 21s
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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/prebuilt/chat_agent_executor.py#L1
......................................... fanout_to_subgraph_10x: Mean +- std dev: 59.3 ms +- 1.5 ms ......................................... WARNING: the benchmark result may be unstable * the standard deviation (6.44 ms) is 11% of the mean (56.7 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. fanout_to_subgraph_10x_sync: Mean +- std dev: 56.7 ms +- 6.4 ms ......................................... fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 77.5 ms +- 1.3 ms ......................................... fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 81.5 ms +- 0.6 ms ......................................... fanout_to_subgraph_100x: Mean +- std dev: 553 ms +- 11 ms ......................................... fanout_to_subgraph_100x_sync: Mean +- std dev: 506 ms +- 6 ms ......................................... fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 776 ms +- 27 ms ......................................... fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 790 ms +- 8 ms ......................................... react_agent_10x: Mean +- std dev: 39.2 ms +- 0.8 ms ......................................... react_agent_10x_sync: Mean +- std dev: 29.5 ms +- 0.2 ms ......................................... react_agent_10x_checkpoint: Mean +- std dev: 54.9 ms +- 3.5 ms ......................................... react_agent_10x_checkpoint_sync: Mean +- std dev: 42.8 ms +- 3.4 ms ......................................... react_agent_100x: Mean +- std dev: 414 ms +- 8 ms ......................................... react_agent_100x_sync: Mean +- std dev: 344 ms +- 13 ms ......................................... react_agent_100x_checkpoint: Mean +- std dev: 916 ms +- 10 ms ......................................... react_agent_100x_checkpoint_sync: Mean +- std dev: 819 ms +- 7 ms ......................................... wide_state_25x300: Mean +- std dev: 20.5 ms +- 0.4 ms ......................................... wide_state_25x300_sync: Mean +- std dev: 12.7 ms +- 0.1 ms ......................................... wide_state_25x300_checkpoint: Mean +- std dev: 239 ms +- 7 ms ......................................... wide_state_25x300_checkpoint_sync: Mean +- std dev: 228 ms +- 7 ms ......................................... wide_state_15x600: Mean +- std dev: 23.8 ms +- 0.4 ms ......................................... wide_state_15x600_sync: Mean +- std dev: 14.7 ms +- 0.1 ms ......................................... wide_state_15x600_checkpoint: Mean +- std dev: 416 ms +- 15 ms ......................................... wide_state_15x600_checkpoint_sync: Mean +- std dev: 407 ms +- 11 ms ......................................... wide_state_9x1200: Mean +- std dev: 24.0 ms +- 0.5 ms ......................................... wide_state_9x1200_sync: Mean +- std dev: 14.8 ms +- 0.1 ms ......................................... wide_state_9x1200_checkpoint: Mean +- std dev: 265 ms +- 8 ms ......................................... wide_state_9x1200_checkpoint_sync: Mean +- std dev: 257 ms +- 8 ms
Comparison against main: libs/langgraph/langgraph/prebuilt/chat_agent_executor.py#L1
+----------------------------------------+---------+-----------------------+ | Benchmark | main | changes | +========================================+=========+=======================+ | fanout_to_subgraph_100x_checkpoint | 806 ms | 776 ms: 1.04x faster | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x | 566 ms | 553 ms: 1.02x faster | +----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint | 931 ms | 916 ms: 1.02x faster | +----------------------------------------+---------+-----------------------+ | react_agent_10x | 39.5 ms | 39.2 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x_checkpoint_sync | 82.1 ms | 81.5 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | wide_state_9x1200_checkpoint | 267 ms | 265 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | react_agent_100x | 417 ms | 414 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint_sync | 823 ms | 819 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | react_agent_10x_sync | 29.7 ms | 29.5 ms: 1.00x faster | +----------------------------------------+---------+-----------------------+ | wide_state_9x1200_sync | 14.7 ms | 14.8 ms: 1.00x slower | +----------------------------------------+---------+-----------------------+ | wide_state_15x600_sync | 14.6 ms | 14.7 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_sync | 503 ms | 506 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | wide_state_15x600 | 23.7 ms | 23.8 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | wide_state_25x300_sync | 12.6 ms | 12.7 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | react_agent_10x_checkpoint | 52.8 ms | 54.9 ms: 1.04x slower | +----------------------------------------+---------+-----------------------+ | Geometric mean | (ref) | 1.00x faster | +----------------------------------------+---------+-----------------------+ Benchmark hidden because not significant (13): react_agent_10x_checkpoint_sync, fanout_to_subgraph_10x_sync, wide_state_9x1200_checkpoint_sync, fanout_to_subgraph_10x_checkpoint, wide_state_25x300_checkpoint_sync, wide_state_15x600_checkpoint, fanout_to_subgraph_100x_checkpoint_sync, wide_state_25x300_checkpoint, wide_state_15x600_checkpoint_sync, fanout_to_subgraph_10x, react_agent_100x_sync, wide_state_9x1200, wide_state_25x300