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langgraph: release 0.2.58 #2692

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Dec 10, 2024
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langgraph: release 0.2.58 #2692

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2 changes: 1 addition & 1 deletion libs/langgraph/pyproject.toml
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Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
[tool.poetry]

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GitHub Actions / benchmark

Benchmark results 

.........................................
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
.........................................
fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 97.9 ms +- 9.2 ms
.........................................
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
.........................................
fanout_to_subgraph_100x_sync: Mean +- std dev: 521 ms +- 10 ms
.........................................
fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 1.03 sec +- 0.04 sec
.........................................
fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 1.01 sec +- 0.02 sec
.........................................
react_agent_10x: Mean +- std dev: 31.9 ms +- 0.5 ms
.........................................
react_agent_10x_sync: Mean +- std dev: 23.8 ms +- 0.4 ms
.........................................
react_agent_10x_checkpoint: Mean +- std dev: 48.3 ms +- 0.9 ms
.........................................
react_agent_10x_checkpoint_sync: Mean +- std dev: 37.9 ms +- 0.5 ms
.........................................
react_agent_100x: Mean +- std dev: 355 ms +- 4 ms
.........................................
react_agent_100x_sync: Mean +- std dev: 280 ms +- 4 ms
.........................................
react_agent_100x_checkpoint: Mean +- std dev: 977 ms +- 13 ms
.........................................
react_agent_100x_checkpoint_sync: Mean +- std dev: 890 ms +- 17 ms
.........................................
wide_state_25x300: Mean +- std dev: 24.4 ms +- 0.5 ms
.........................................
wide_state_25x300_sync: Mean +- std dev: 15.4 ms +- 0.2 ms
.........................................
wide_state_25x300_checkpoint: Mean +- std dev: 298 ms +- 19 ms
.........................................
wide_state_25x300_checkpoint_sync: Mean +- std dev: 286 ms +- 20 ms
.........................................
wide_state_15x600: Mean +- std dev: 28.4 ms +- 0.6 ms
.........................................
wide_state_15x600_sync: Mean +- std dev: 17.9 ms +- 0.2 ms
.........................................
wide_state_15x600_checkpoint: Mean +- std dev: 506 ms +- 21 ms
.........................................
wide_state_15x600_checkpoint_sync: Mean +- std dev: 496 ms +- 20 ms
.........................................
wide_state_9x1200: Mean +- std dev: 28.4 ms +- 0.6 ms
.........................................
wide_state_9x1200_sync: Mean +- std dev: 18.0 ms +- 0.2 ms
.........................................
wide_state_9x1200_checkpoint: Mean +- std dev: 341 ms +- 22 ms
.........................................
wide_state_9x1200_checkpoint_sync: Mean +- std dev: 327 ms +- 21 ms

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GitHub Actions / benchmark

Comparison against main 

+-----------------------------------------+---------+------------------------+
| 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
name = "langgraph"
version = "0.2.57"
version = "0.2.58"
description = "Building stateful, multi-actor applications with LLMs"
authors = []
license = "MIT"
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