checkpoint: Add option to use persistent dict for in-memory checkpointer #861
Triggered via pull request
November 17, 2024 01:42
nfcampos
Status
Success
Total duration
46m 37s
Artifacts
–
Annotations
1 warning and 2 notices
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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/
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Benchmark results:
libs/checkpoint/langgraph/checkpoint/memory/__init__.py#L1
.........................................
fanout_to_subgraph_10x: Mean +- std dev: 61.1 ms +- 1.8 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 51.3 ms +- 0.7 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 91.4 ms +- 8.2 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 93.3 ms +- 0.8 ms
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fanout_to_subgraph_100x: Mean +- std dev: 596 ms +- 26 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 499 ms +- 5 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 917 ms +- 38 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 915 ms +- 16 ms
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react_agent_10x: Mean +- std dev: 30.7 ms +- 0.7 ms
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react_agent_10x_sync: Mean +- std dev: 22.3 ms +- 0.2 ms
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react_agent_10x_checkpoint: Mean +- std dev: 46.6 ms +- 0.8 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 36.5 ms +- 0.5 ms
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react_agent_100x: Mean +- std dev: 341 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 269 ms +- 4 ms
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react_agent_100x_checkpoint: Mean +- std dev: 927 ms +- 9 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 827 ms +- 8 ms
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wide_state_25x300: Mean +- std dev: 24.1 ms +- 0.4 ms
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wide_state_25x300_sync: Mean +- std dev: 15.4 ms +- 0.1 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 276 ms +- 3 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 265 ms +- 3 ms
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wide_state_15x600: Mean +- std dev: 28.1 ms +- 0.6 ms
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wide_state_15x600_sync: Mean +- std dev: 17.7 ms +- 0.1 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 477 ms +- 7 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 461 ms +- 5 ms
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wide_state_9x1200: Mean +- std dev: 28.0 ms +- 0.5 ms
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wide_state_9x1200_sync: Mean +- std dev: 17.7 ms +- 0.1 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 312 ms +- 5 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 297 ms +- 4 ms
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Comparison against main:
libs/checkpoint/langgraph/checkpoint/memory/__init__.py#L1
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_100x_checkpoint | 951 ms | 917 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 950 ms | 927 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 846 ms | 827 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 606 ms | 596 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint | 482 ms | 477 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync | 300 ms | 297 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint | 279 ms | 276 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 28.3 ms | 28.0 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 17.9 ms | 17.7 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint | 314 ms | 312 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync | 464 ms | 461 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_sync | 271 ms | 269 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 920 ms | 915 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 93.7 ms | 93.3 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint_sync | 266 ms | 265 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 497 ms | 499 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.01x faster |
+-----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (12): fanout_to_subgraph_10x_checkpoint, wide_state_15x600, react_agent_10x_sync, wide_state_15x600_sync, wide_state_25x300_sync, react_agent_10x_checkpoint_sync, react_agent_10x, react_agent_10x_checkpoint, react_agent_100x, fanout_to_subgraph_10x_sync, fanout_to_subgraph_10x, wide_state_25x300
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