langgraph: release 0.2.58 #1196
Triggered via pull request
December 10, 2024 15:19
vbarda
Status
Success
Total duration
49m 56s
Artifacts
–
Annotations
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/pyproject.toml#L1
.........................................
fanout_to_subgraph_10x: Mean +- std dev: 63.3 ms +- 1.8 ms
.........................................
fanout_to_subgraph_10x_sync: Mean +- std dev: 53.5 ms +- 0.9 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 97.9 ms +- 9.2 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 98.6 ms +- 1.4 ms
.........................................
fanout_to_subgraph_100x: Mean +- std dev: 666 ms +- 17 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 521 ms +- 10 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 1.03 sec +- 0.04 sec
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 1.01 sec +- 0.02 sec
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react_agent_10x: Mean +- std dev: 31.9 ms +- 0.5 ms
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react_agent_10x_sync: Mean +- std dev: 23.8 ms +- 0.4 ms
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react_agent_10x_checkpoint: Mean +- std dev: 48.3 ms +- 0.9 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 37.9 ms +- 0.5 ms
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react_agent_100x: Mean +- std dev: 355 ms +- 4 ms
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react_agent_100x_sync: Mean +- std dev: 280 ms +- 4 ms
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react_agent_100x_checkpoint: Mean +- std dev: 977 ms +- 13 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 890 ms +- 17 ms
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wide_state_25x300: Mean +- std dev: 24.4 ms +- 0.5 ms
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wide_state_25x300_sync: Mean +- std dev: 15.4 ms +- 0.2 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 298 ms +- 19 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 286 ms +- 20 ms
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wide_state_15x600: Mean +- std dev: 28.4 ms +- 0.6 ms
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wide_state_15x600_sync: Mean +- std dev: 17.9 ms +- 0.2 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 506 ms +- 21 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 496 ms +- 20 ms
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wide_state_9x1200: Mean +- std dev: 28.4 ms +- 0.6 ms
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wide_state_9x1200_sync: Mean +- std dev: 18.0 ms +- 0.2 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 341 ms +- 22 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 327 ms +- 21 ms
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Comparison against main:
libs/langgraph/pyproject.toml#L1
+-----------------------------------------+---------+------------------------+
| Benchmark | main | changes |
+=========================================+=========+========================+
| fanout_to_subgraph_100x_sync | 511 ms | 521 ms: 1.02x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x | 61.7 ms | 63.3 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x_sync | 272 ms | 280 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_sync | 52.0 ms | 53.5 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x | 345 ms | 355 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600 | 27.5 ms | 28.4 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_sync | 14.9 ms | 15.4 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_checkpoint | 46.7 ms | 48.3 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x | 30.8 ms | 31.9 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300 | 23.6 ms | 24.4 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200 | 27.4 ms | 28.4 ms: 1.03x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_sync | 17.3 ms | 17.9 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_checkpoint | 287 ms | 298 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200_sync | 17.3 ms | 18.0 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_checkpoint | 487 ms | 506 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_25x300_checkpoint_sync | 275 ms | 286 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_checkpoint_sync | 36.4 ms | 37.9 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_15x600_checkpoint_sync | 475 ms | 496 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 94.4 ms | 98.6 ms: 1.04x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_10x_checkpoint | 93.3 ms | 97.9 ms: 1.05x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_10x_sync | 22.6 ms | 23.8 ms: 1.05x slower |
+-----------------------------------------+---------+------------------------+
| react_agent_100x_checkpoint | 927 ms | 977 ms: 1.05x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200_checkpoint | 321 ms | 341 ms: 1.06x slower |
+-----------------------------------------+---------+------------------------+
| wide_state_9x1200_checkpoint_sync | 307 ms | 327 ms: 1.07x slower |
+-----------------------------------------+---------+------------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 944 ms | 1.01 sec: 1.0
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