lib: imperative api: Generators use yield to publish stream_mode=custom events #1173
Annotations
1 warning and 2 notices
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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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Annotation:
libs/langgraph/langgraph/func/__init__.py#L1
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fanout_to_subgraph_10x: Mean +- std dev: 63.4 ms +- 2.0 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 53.3 ms +- 0.8 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 96.2 ms +- 9.4 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 94.9 ms +- 0.8 ms
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fanout_to_subgraph_100x: Mean +- std dev: 649 ms +- 32 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 519 ms +- 8 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 1.01 sec +- 0.05 sec
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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: 31.1 ms +- 0.6 ms
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react_agent_10x_sync: Mean +- std dev: 22.8 ms +- 0.3 ms
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react_agent_10x_checkpoint: Mean +- std dev: 47.0 ms +- 0.8 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 36.6 ms +- 0.4 ms
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react_agent_100x: Mean +- std dev: 350 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 276 ms +- 3 ms
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react_agent_100x_checkpoint: Mean +- std dev: 947 ms +- 22 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 834 ms +- 14 ms
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wide_state_25x300: Mean +- std dev: 23.8 ms +- 0.6 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: 290 ms +- 16 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 277 ms +- 16 ms
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wide_state_15x600: Mean +- std dev: 27.6 ms +- 0.4 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: 486 ms +- 15 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 474 ms +- 15 ms
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wide_state_9x1200: Mean +- std dev: 27.8 ms +- 0.5 ms
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wide_state_9x1200_sync: Mean +- std dev: 17.5 ms +- 0.3 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 320 ms +- 13 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 304 ms +- 13 ms
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Annotation:
libs/langgraph/langgraph/func/__init__.py#L1
+-----------------------------------------+---------+------------------------+
| Benchmark | main | changes |
+=========================================+=========+========================+
| react_agent_10x_checkpoint_sync | 36.5 ms | 36.6 ms: 1.00x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_sync | 22.7 ms | 22.8 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_sync | 14.9 ms | 15.0 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x | 30.9 ms | 31.1 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_sync | 17.3 ms | 17.4 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 949 ms | 956 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600 | 27.4 ms | 27.6 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_checkpoint | 46.7 ms | 47.0 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300 | 23.6 ms | 23.8 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_sync | 514 ms | 519 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200_sync | 17.2 ms | 17.5 ms: 1.01x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x_sync | 272 ms | 276 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200 | 27.3 ms | 27.8 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x | 344 ms | 350 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_checkpoint | 286 ms | 290 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_checkpoint_sync | 272 ms | 277 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x_checkpoint | 930 ms | 947 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_sync | 52.4 ms | 53.3 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x | 61.8 ms | 63.4 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_checkpoint | 93.6 ms | 96.2 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x | 619 ms | 649 ms: 1.05x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_checkpoint | 962 ms | 1.01 sec: 1.05x slower |
+-----------------------------------------+---------+------------------------+
| Geometric mean | (ref) | 1.01x slower |
+-----------------------------------------+---------+------------------------+
Benchmark hidden because not significant (6): wide_state_9x1200_checkpoint_sync, fanout_to_subgraph_10x_checkpoint_sync, wide_state_15x600_checkpoint, react_agent_100x_checkpoint_sync, wide_state_9x1200_checkpoint, wide_stat
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