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fix(prebuilt): support generic type arguments for ToolRuntime injection - #6509
Merged
Sydney Runkle (sydney-runkle) merged 5 commits intoJan 12, 2026
Merged
Sydney Runkle (sydney-runkle) merged 5 commits into
Sydney Runkle (sydney-runkle) merged 5 commits into
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2 notices
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libs/prebuilt/langgraph/prebuilt/tool_node.py#L0
+-----------------------------------------+---------+-----------------------+
| Benchmark | main | changes |
+=========================================+=========+=======================+
| fanout_to_subgraph_10x | 31.7 ms | 28.8 ms: 1.10x faster |
+-----------------------------------------+---------+-----------------------+
| sequential_1000_compilation | 176 ms | 162 ms: 1.09x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint | 33.1 ms | 31.0 ms: 1.07x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 304 ms | 295 ms: 1.03x faster |
+-----------------------------------------+---------+-----------------------+
| sequential_10 | 2.29 ms | 2.25 ms: 1.02x faster |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync | 280 ms | 276 ms: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| pydantic_state_25x300_compilation | 383 us | 381 us: 1.01x faster |
+-----------------------------------------+---------+-----------------------+
| sequential_10_sync | 1.71 ms | 1.70 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| sequential_1000 | 429 ms | 428 ms: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_compilation | 381 us | 380 us: 1.00x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync | 14.9 ms | 14.9 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint | 32.2 ms | 32.3 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync | 29.9 ms | 30.0 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x | 23.4 ms | 23.5 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint | 686 ms | 690 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_sync | 27.8 ms | 27.9 ms: 1.00x slower |
+-----------------------------------------+---------+-----------------------+
| sequential_1000_sync | 369 ms | 371 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_dict_9x1200_sync | 14.8 ms | 14.9 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint_sync | 28.0 ms | 28.3 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint_sync | 20.6 ms | 20.8 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200 | 19.7 ms | 19.9 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint | 51.1 ms | 51.7 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_dict_25x300_checkpoint | 31.8 ms | 32.2 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync | 46.0 ms | 46.6 ms: 1.01x slower |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync | 678 ms | 688 ms: 1.01x slower |
+---------------------------------------
|
|
libs/prebuilt/langgraph/prebuilt/tool_node.py#L0
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_10x: Mean +- std dev: 28.8 ms +- 0.4 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_10x_sync: Mean +- std dev: 27.9 ms +- 0.4 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 31.0 ms +- 0.4 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 30.0 ms +- 0.3 ms
...........
fanout_to_subgraph_100x: Mean +- std dev: 314 ms +- 27 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_100x_sync: Mean +- std dev: 276 ms +- 3 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 332 ms +- 28 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 295 ms +- 4 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option to hide these warnings.
react_agent_10x: Mean +- std dev: 23.5 ms +- 0.6 ms
...........
WARNING: the benchmark result may be unstable
* Not enough samples to get a stable result (95% certainly of less than 1% variation)
Try to rerun the benchmark with more runs, values and/or loops.
Run 'python3 -m pyperf system tune' command to reduce the system jitter.
Use pyperf stats, pyperf dump and pyperf hist to analyze results.
Use --quiet option
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