tests: streaming modes from within subgraphs #1646
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/tests/test_pregel.py#L1
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fanout_to_subgraph_10x: Mean +- std dev: 64.1 ms +- 1.3 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 56.0 ms +- 0.8 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 81.1 ms +- 1.6 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 100 ms +- 1 ms
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fanout_to_subgraph_100x: Mean +- std dev: 658 ms +- 14 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 552 ms +- 17 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 845 ms +- 32 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 1.02 sec +- 0.02 sec
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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: 23.4 ms +- 0.2 ms
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react_agent_10x_checkpoint: Mean +- std dev: 39.4 ms +- 0.8 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 36.9 ms +- 0.5 ms
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react_agent_100x: Mean +- std dev: 345 ms +- 5 ms
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react_agent_100x_sync: Mean +- std dev: 277 ms +- 2 ms
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react_agent_100x_checkpoint: Mean +- std dev: 654 ms +- 9 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 628 ms +- 8 ms
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wide_state_25x300: Mean +- std dev: 23.9 ms +- 0.6 ms
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wide_state_25x300_sync: Mean +- std dev: 15.9 ms +- 0.1 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 252 ms +- 14 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 248 ms +- 14 ms
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wide_state_15x600: Mean +- std dev: 27.9 ms +- 0.6 ms
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wide_state_15x600_sync: Mean +- std dev: 18.5 ms +- 0.1 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 434 ms +- 19 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 429 ms +- 15 ms
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wide_state_9x1200: Mean +- std dev: 27.9 ms +- 0.4 ms
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wide_state_9x1200_sync: Mean +- std dev: 18.5 ms +- 0.1 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 283 ms +- 15 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 280 ms +- 16 ms
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Comparison against main:
libs/langgraph/tests/test_pregel.py#L1
+-----------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+=========================================+==========+========================+
| wide_state_15x600_sync | 18.5 ms | 18.5 ms: 1.00x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_checkpoint | 652 ms | 654 ms: 1.00x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_9x1200_sync | 18.4 ms | 18.5 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_sync | 23.3 ms | 23.4 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x_checkpoint | 80.6 ms | 81.1 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x_sync | 55.7 ms | 56.0 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300 | 23.7 ms | 23.9 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_checkpoint_sync | 623 ms | 628 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_checkpoint | 39.1 ms | 39.4 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x | 342 ms | 345 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_checkpoint_sync | 36.6 ms | 36.9 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_9x1200 | 27.7 ms | 27.9 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x | 63.5 ms | 64.1 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_checkpoint | 835 ms | 845 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 1.00 sec | 1.02 sec: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_sync | 273 ms | 277 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 98.7 ms | 100 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.01x slower |
+-----------------------------------------+----------+------------------------+
Benchmark hidden because not significant (11): wide_state_15x600, wide_state_25x300_sync, wide_state_25x300_checkpoint, wide_state_25x300_checkpoint_sync, wide_state_15x600_checkpoint, wide_state_9x1200_checkpoint, fanout_to_subgraph_100x, wide_state_15x600_checkpoint_sync, react_agent_10x, fanout_to_subgraph_100x_sync, wide_state_9x1200_checkpoint_sync
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