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Add more comments and docstrings #157

Add more comments and docstrings

Add more comments and docstrings #157

Triggered via pull request September 22, 2024 00:26
Status Success
Total duration 44m 19s
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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/constants.py#L1
......................................... fanout_to_subgraph_10x: Mean +- std dev: 59.6 ms +- 1.6 ms ......................................... WARNING: the benchmark result may be unstable * the standard deviation (7.32 ms) is 13% of the mean (57.0 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: 57.0 ms +- 7.3 ms ......................................... fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 76.7 ms +- 1.1 ms ......................................... fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 81.4 ms +- 0.8 ms ......................................... fanout_to_subgraph_100x: Mean +- std dev: 552 ms +- 6 ms ......................................... fanout_to_subgraph_100x_sync: Mean +- std dev: 501 ms +- 5 ms ......................................... fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 767 ms +- 18 ms ......................................... fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 787 ms +- 7 ms ......................................... react_agent_10x: Mean +- std dev: 39.2 ms +- 0.7 ms ......................................... react_agent_10x_sync: Mean +- std dev: 29.7 ms +- 0.2 ms ......................................... react_agent_10x_checkpoint: Mean +- std dev: 52.7 ms +- 1.2 ms ......................................... react_agent_10x_checkpoint_sync: Mean +- std dev: 42.9 ms +- 3.7 ms ......................................... react_agent_100x: Mean +- std dev: 415 ms +- 7 ms ......................................... react_agent_100x_sync: Mean +- std dev: 343 ms +- 14 ms ......................................... react_agent_100x_checkpoint: Mean +- std dev: 931 ms +- 11 ms ......................................... react_agent_100x_checkpoint_sync: Mean +- std dev: 830 ms +- 8 ms ......................................... wide_state_25x300: Mean +- std dev: 20.4 ms +- 0.2 ms ......................................... wide_state_25x300_sync: Mean +- std dev: 12.7 ms +- 0.3 ms ......................................... wide_state_25x300_checkpoint: Mean +- std dev: 239 ms +- 7 ms ......................................... wide_state_25x300_checkpoint_sync: Mean +- std dev: 229 ms +- 7 ms ......................................... wide_state_15x600: Mean +- std dev: 23.6 ms +- 0.3 ms ......................................... wide_state_15x600_sync: Mean +- std dev: 14.7 ms +- 0.1 ms ......................................... wide_state_15x600_checkpoint: Mean +- std dev: 418 ms +- 12 ms ......................................... wide_state_15x600_checkpoint_sync: Mean +- std dev: 410 ms +- 12 ms ......................................... wide_state_9x1200: Mean +- std dev: 23.6 ms +- 0.3 ms ......................................... wide_state_9x1200_sync: Mean +- std dev: 14.7 ms +- 0.1 ms ......................................... wide_state_9x1200_checkpoint: Mean +- std dev: 268 ms +- 7 ms ......................................... wide_state_9x1200_checkpoint_sync: Mean +- std dev: 259 ms +- 9 ms
Comparison against main: libs/langgraph/langgraph/constants.py#L1
+-----------------------------------------+---------+-----------------------+ | Benchmark | main | changes | +=========================================+=========+=======================+ | fanout_to_subgraph_10x_sync | 59.3 ms | 57.0 ms: 1.04x faster | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x_checkpoint | 79.5 ms | 76.7 ms: 1.04x faster | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x_checkpoint_sync | 84.1 ms | 81.4 ms: 1.03x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_9x1200 | 24.1 ms | 23.6 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_25x300_checkpoint_sync | 234 ms | 229 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_9x1200_checkpoint | 274 ms | 268 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_9x1200_checkpoint_sync | 264 ms | 259 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_15x600_checkpoint | 426 ms | 418 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_15x600 | 24.1 ms | 23.6 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_15x600_checkpoint_sync | 418 ms | 410 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_25x300 | 20.8 ms | 20.4 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_checkpoint_sync | 801 ms | 787 ms: 1.02x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_25x300_checkpoint | 243 ms | 239 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_sync | 508 ms | 501 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_15x600_sync | 14.9 ms | 14.7 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | react_agent_10x_checkpoint | 53.3 ms | 52.7 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | react_agent_10x_sync | 30.0 ms | 29.7 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | react_agent_100x | 419 ms | 415 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | react_agent_10x | 39.6 ms | 39.2 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_25x300_sync | 12.8 ms | 12.7 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | wide_state_9x1200_sync | 14.7 ms | 14.7 ms: 1.01x faster | +-----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x | 554 ms | 552 ms: 1.00x faster | +-----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint_sync | 827 ms | 830 ms: 1.00x slower | +-----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint | 926 ms | 931 ms: 1.01x slower | +-----------------------------------------+---------+-----------------------+ | Geometric mean | (ref) | 1.01x faster | +---------------------------------------