tests: streaming modes from within subgraphs #1647
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 +- 1.4 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 56.0 ms +- 0.7 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 81.2 ms +- 1.2 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 101 ms +- 1 ms
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fanout_to_subgraph_100x: Mean +- std dev: 656 ms +- 12 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 559 ms +- 17 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 906 ms +- 41 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 1.03 sec +- 0.02 sec
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react_agent_10x: Mean +- std dev: 31.3 ms +- 0.7 ms
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react_agent_10x_sync: Mean +- std dev: 23.7 ms +- 0.3 ms
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react_agent_10x_checkpoint: Mean +- std dev: 40.0 ms +- 0.9 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 37.3 ms +- 0.5 ms
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react_agent_100x: Mean +- std dev: 346 ms +- 5 ms
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react_agent_100x_sync: Mean +- std dev: 276 ms +- 4 ms
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react_agent_100x_checkpoint: Mean +- std dev: 671 ms +- 13 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 632 ms +- 8 ms
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wide_state_25x300: Mean +- std dev: 24.0 ms +- 0.4 ms
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wide_state_25x300_sync: Mean +- std dev: 16.1 ms +- 0.1 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 253 ms +- 15 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 250 ms +- 15 ms
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wide_state_15x600: Mean +- std dev: 28.0 ms +- 0.7 ms
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wide_state_15x600_sync: Mean +- std dev: 18.8 ms +- 0.3 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 440 ms +- 18 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 433 ms +- 17 ms
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wide_state_9x1200: Mean +- std dev: 28.1 ms +- 0.5 ms
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wide_state_9x1200_sync: Mean +- std dev: 18.6 ms +- 0.1 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 282 ms +- 14 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 279 ms +- 15 ms
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Comparison against main:
libs/langgraph/tests/test_pregel.py#L1
+-----------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+=========================================+==========+========================+
| fanout_to_subgraph_10x_sync | 55.7 ms | 56.0 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x_checkpoint | 80.6 ms | 81.2 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_9x1200_sync | 18.4 ms | 18.6 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x | 63.5 ms | 64.1 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300_sync | 15.9 ms | 16.1 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x | 342 ms | 346 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_sync | 273 ms | 276 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600_checkpoint_sync | 428 ms | 433 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x | 30.9 ms | 31.3 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300 | 23.7 ms | 24.0 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_checkpoint_sync | 623 ms | 632 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600_checkpoint | 433 ms | 440 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_9x1200 | 27.7 ms | 28.1 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_sync | 550 ms | 559 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600_sync | 18.5 ms | 18.8 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_checkpoint_sync | 36.6 ms | 37.3 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_sync | 23.3 ms | 23.7 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 98.7 ms | 101 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 1.00 sec | 1.03 sec: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_checkpoint | 39.1 ms | 40.0 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_checkpoint | 652 ms | 671 ms: 1.03x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_checkpoint | 835 ms | 906 ms: 1.08x slower |
+-----------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.02x slower |
+-----------------------------------------+----------+------------------------+
Benchmark hidden because not significant (6): wide_state_9x1200_checkpoint, fanout_to_subgraph_100x, wide_state_15x600, wide_state_25x300_checkpoint, wide_state_9x1200_checkpo
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