lib: Treat Command as "resuming" signal #1182
eyurtsevAnnotations
1 warning and 2 notices
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benchmark
ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636
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Benchmark results:
libs/langgraph/langgraph/pregel/loop.py#L1
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fanout_to_subgraph_10x: Mean +- std dev: 62.2 ms +- 1.4 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 52.6 ms +- 0.8 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 93.9 ms +- 7.5 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 95.3 ms +- 1.0 ms
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fanout_to_subgraph_100x: Mean +- std dev: 635 ms +- 13 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 518 ms +- 11 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 988 ms +- 40 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 956 ms +- 19 ms
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react_agent_10x: Mean +- std dev: 31.0 ms +- 0.7 ms
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react_agent_10x_sync: Mean +- std dev: 22.8 ms +- 0.5 ms
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react_agent_10x_checkpoint: Mean +- std dev: 47.0 ms +- 0.7 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 36.6 ms +- 0.5 ms
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react_agent_100x: Mean +- std dev: 345 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 275 ms +- 4 ms
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react_agent_100x_checkpoint: Mean +- std dev: 947 ms +- 11 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 848 ms +- 11 ms
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wide_state_25x300: Mean +- std dev: 23.7 ms +- 0.4 ms
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wide_state_25x300_sync: Mean +- std dev: 15.0 ms +- 0.2 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 292 ms +- 16 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 277 ms +- 15 ms
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wide_state_15x600: Mean +- std dev: 27.8 ms +- 0.7 ms
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wide_state_15x600_sync: Mean +- std dev: 17.4 ms +- 0.2 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 492 ms +- 18 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 476 ms +- 15 ms
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wide_state_9x1200: Mean +- std dev: 27.6 ms +- 0.5 ms
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wide_state_9x1200_sync: Mean +- std dev: 17.6 ms +- 0.2 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 328 ms +- 19 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 312 ms +- 16 ms
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Comparison against main:
libs/langgraph/langgraph/pregel/loop.py#L1
+----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+========================================+=========+=======================+
| wide_state_15x600_checkpoint_sync | 481 ms | 476 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint_sync | 36.8 ms | 36.6 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 95.8 ms | 95.3 ms: 1.01x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_sync | 52.9 ms | 52.6 ms: 1.00x faster |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 516 ms | 518 ms: 1.01x slower |
+----------------------------------------+---------+-----------------------+
| wide_state_15x600 | 27.6 ms | 27.8 ms: 1.01x slower |
+----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 17.4 ms | 17.6 ms: 1.01x slower |
+----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 936 ms | 947 ms: 1.01x slower |
+----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 833 ms | 848 ms: 1.02x slower |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x | 619 ms | 635 ms: 1.03x slower |
+----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint | 939 ms | 988 ms: 1.05x slower |
+----------------------------------------+---------+-----------------------+
| Geometric mean | (ref) | 1.00x slower |
+----------------------------------------+---------+-----------------------+
Benchmark hidden because not significant (17): wide_state_25x300_checkpoint_sync, wide_state_15x600_checkpoint, react_agent_10x_sync, wide_state_25x300, wide_state_9x1200, fanout_to_subgraph_10x, react_agent_100x_sync, react_agent_100x, react_agent_10x, react_agent_10x_checkpoint, wide_state_9x1200_checkpoint_sync, fanout_to_subgraph_100x_checkpoint_sync, wide_state_15x600_sync, wide_state_25x300_sync, wide_state_25x300_checkpoint, fanout_to_subgraph_10x_checkpoint, wide_state_9x1200_checkpoint
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