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Implement serialization with msgpack library #72

Implement serialization with msgpack library

Implement serialization with msgpack library #72

Triggered via pull request September 13, 2024 22:50
Status Success
Total duration 25m 30s
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bench.yml

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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/checkpoint-postgres/langgraph/checkpoint/postgres/base.py#L1
......................................... fanout_to_subgraph_10x: Mean +- std dev: 60.8 ms +- 2.5 ms ......................................... WARNING: the benchmark result may be unstable * the standard deviation (10.2 ms) is 11% of the mean (93.2 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_checkpoint: Mean +- std dev: 93.2 ms +- 10.2 ms ......................................... fanout_to_subgraph_100x: Mean +- std dev: 639 ms +- 53 ms ......................................... fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 827 ms +- 80 ms ......................................... react_agent_10x: Mean +- std dev: 45.3 ms +- 1.8 ms ......................................... react_agent_10x_checkpoint: Mean +- std dev: 63.8 ms +- 3.5 ms ......................................... react_agent_100x: Mean +- std dev: 803 ms +- 25 ms ......................................... react_agent_100x_checkpoint: Mean +- std dev: 1.68 sec +- 0.05 sec ......................................... wide_state_25x300: Mean +- std dev: 20.9 ms +- 0.3 ms ......................................... wide_state_25x300_checkpoint: Mean +- std dev: 245 ms +- 8 ms ......................................... wide_state_15x600: Mean +- std dev: 24.2 ms +- 0.3 ms ......................................... wide_state_15x600_checkpoint: Mean +- std dev: 417 ms +- 12 ms ......................................... wide_state_9x1200: Mean +- std dev: 24.4 ms +- 0.4 ms ......................................... wide_state_9x1200_checkpoint: Mean +- std dev: 273 ms +- 9 ms
Comparison against main: libs/checkpoint-postgres/langgraph/checkpoint/postgres/base.py#L1
+------------------------------------+----------+-----------------------+ | Benchmark | main | changes | +====================================+==========+=======================+ | fanout_to_subgraph_100x_checkpoint | 1.15 sec | 827 ms: 1.39x faster | +------------------------------------+----------+-----------------------+ | fanout_to_subgraph_10x_checkpoint | 107 ms | 93.2 ms: 1.15x faster | +------------------------------------+----------+-----------------------+ | fanout_to_subgraph_10x | 61.4 ms | 60.8 ms: 1.01x faster | +------------------------------------+----------+-----------------------+ | Geometric mean | (ref) | 1.13x faster | +------------------------------------+----------+-----------------------+ Benchmark hidden because not significant (1): fanout_to_subgraph_100x Ignored benchmarks (10) of out/changes.json: react_agent_100x, react_agent_100x_checkpoint, react_agent_10x, react_agent_10x_checkpoint, wide_state_15x600, wide_state_15x600_checkpoint, wide_state_25x300, wide_state_25x300_checkpoint, wide_state_9x1200, wide_state_9x1200_checkpoint