functional api: Add ability to request previous output #1479
eyurtsevAnnotations
1 warning and 2 notices
|
benchmark
ubuntu-latest pipelines will use ubuntu-24.04 soon. For more details, see https://github.com/actions/runner-images/issues/10636
|
|
Benchmark results:
libs/langgraph/langgraph/constants.py#L1
.........................................
fanout_to_subgraph_10x: Mean +- std dev: 63.7 ms +- 1.5 ms
.........................................
fanout_to_subgraph_10x_sync: Mean +- std dev: 55.0 ms +- 1.1 ms
.........................................
fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 78.3 ms +- 1.3 ms
.........................................
fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 99.7 ms +- 2.0 ms
.........................................
fanout_to_subgraph_100x: Mean +- std dev: 669 ms +- 35 ms
.........................................
fanout_to_subgraph_100x_sync: Mean +- std dev: 533 ms +- 18 ms
.........................................
fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 853 ms +- 29 ms
.........................................
fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 1.00 sec +- 0.02 sec
.........................................
react_agent_10x: Mean +- std dev: 30.7 ms +- 0.7 ms
.........................................
react_agent_10x_sync: Mean +- std dev: 22.9 ms +- 0.2 ms
.........................................
react_agent_10x_checkpoint: Mean +- std dev: 38.5 ms +- 0.8 ms
.........................................
react_agent_10x_checkpoint_sync: Mean +- std dev: 37.0 ms +- 0.6 ms
.........................................
react_agent_100x: Mean +- std dev: 343 ms +- 6 ms
.........................................
react_agent_100x_sync: Mean +- std dev: 274 ms +- 3 ms
.........................................
react_agent_100x_checkpoint: Mean +- std dev: 673 ms +- 9 ms
.........................................
react_agent_100x_checkpoint_sync: Mean +- std dev: 657 ms +- 9 ms
.........................................
wide_state_25x300: Mean +- std dev: 23.7 ms +- 0.5 ms
.........................................
wide_state_25x300_sync: Mean +- std dev: 15.6 ms +- 0.3 ms
.........................................
wide_state_25x300_checkpoint: Mean +- std dev: 256 ms +- 17 ms
.........................................
wide_state_25x300_checkpoint_sync: Mean +- std dev: 254 ms +- 18 ms
.........................................
wide_state_15x600: Mean +- std dev: 28.0 ms +- 0.6 ms
.........................................
wide_state_15x600_sync: Mean +- std dev: 18.2 ms +- 0.2 ms
.........................................
wide_state_15x600_checkpoint: Mean +- std dev: 438 ms +- 18 ms
.........................................
wide_state_15x600_checkpoint_sync: Mean +- std dev: 432 ms +- 18 ms
.........................................
wide_state_9x1200: Mean +- std dev: 27.4 ms +- 0.7 ms
.........................................
wide_state_9x1200_sync: Mean +- std dev: 17.8 ms +- 0.2 ms
.........................................
wide_state_9x1200_checkpoint: Mean +- std dev: 285 ms +- 16 ms
.........................................
wide_state_9x1200_checkpoint_sync: Mean +- std dev: 284 ms +- 19 ms
|
|
Comparison against main:
libs/langgraph/langgraph/constants.py#L1
+-----------------------------------------+----------+------------------------+
| Benchmark | main | changes |
+=========================================+==========+========================+
| fanout_to_subgraph_100x_checkpoint_sync | 1.01 sec | 1.00 sec: 1.01x faster |
+-----------------------------------------+----------+------------------------+
| wide_state_9x1200_sync | 17.9 ms | 17.8 ms: 1.01x faster |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 99.0 ms | 99.7 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x | 340 ms | 343 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300_sync | 15.5 ms | 15.6 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300 | 23.3 ms | 23.7 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_sync | 526 ms | 533 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_10x_checkpoint_sync | 36.5 ms | 37.0 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600_sync | 17.9 ms | 18.2 ms: 1.01x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_sync | 270 ms | 274 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600_checkpoint_sync | 424 ms | 432 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600_checkpoint | 429 ms | 438 ms: 1.02x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_15x600 | 27.2 ms | 28.0 ms: 1.03x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_9x1200_checkpoint_sync | 276 ms | 284 ms: 1.03x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300_checkpoint | 248 ms | 256 ms: 1.03x slower |
+-----------------------------------------+----------+------------------------+
| wide_state_25x300_checkpoint_sync | 245 ms | 254 ms: 1.04x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x | 641 ms | 669 ms: 1.04x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_checkpoint | 639 ms | 673 ms: 1.05x slower |
+-----------------------------------------+----------+------------------------+
| react_agent_100x_checkpoint_sync | 619 ms | 657 ms: 1.06x slower |
+-----------------------------------------+----------+------------------------+
| fanout_to_subgraph_100x_checkpoint | 803 ms | 853 ms: 1.06x slower |
+-----------------------------------------+----------+------------------------+
| Geometric mean | (ref) | 1.02x slower |
+-----------------------------------------+----------+------------------------+
Benchmark hidden because not significant (8): fanout_to_subgraph_10x_sync, react_agent_10x, fanout_to_subgraph_10x, fanout_to_subgraph_10x_checkpoint, react_agent_10x_sync, wide_state_9x1200_checkpoint, wide_state_9x1200, react_agent_10x_checkpoint
|