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nfcampos committed Sep 22, 2024
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4 changes: 2 additions & 2 deletions libs/langgraph/langgraph/constants.py
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
import sys

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Benchmark results

......................................... fanout_to_subgraph_10x: Mean +- std dev: 60.3 ms +- 1.6 ms ......................................... WARNING: the benchmark result may be unstable * the standard deviation (8.36 ms) is 14% of the mean (59.1 ms) Try to rerun the benchmark with more runs, values and/or loops. Run 'python -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: 59.1 ms +- 8.4 ms ......................................... fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 78.8 ms +- 1.3 ms ......................................... fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 83.4 ms +- 0.8 ms ......................................... fanout_to_subgraph_100x: Mean +- std dev: 599 ms +- 12 ms ......................................... fanout_to_subgraph_100x_sync: Mean +- std dev: 511 ms +- 6 ms ......................................... fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 847 ms +- 25 ms ......................................... fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 801 ms +- 11 ms ......................................... react_agent_10x: Mean +- std dev: 42.1 ms +- 3.8 ms ......................................... react_agent_10x_sync: Mean +- std dev: 29.9 ms +- 0.4 ms ......................................... react_agent_10x_checkpoint: Mean +- std dev: 53.4 ms +- 1.5 ms ......................................... react_agent_10x_checkpoint_sync: Mean +- std dev: 43.2 ms +- 3.4 ms ......................................... react_agent_100x: Mean +- std dev: 417 ms +- 6 ms ......................................... react_agent_100x_sync: Mean +- std dev: 333 ms +- 4 ms ......................................... react_agent_100x_checkpoint: Mean +- std dev: 937 ms +- 15 ms ......................................... react_agent_100x_checkpoint_sync: Mean +- std dev: 834 ms +- 16 ms ......................................... wide_state_25x300: Mean +- std dev: 20.4 ms +- 0.3 ms ......................................... wide_state_25x300_sync: Mean +- std dev: 12.9 ms +- 0.2 ms ......................................... wide_state_25x300_checkpoint: Mean +- std dev: 240 ms +- 8 ms ......................................... wide_state_25x300_checkpoint_sync: Mean +- std dev: 238 ms +- 16 ms ......................................... wide_state_15x600: Mean +- std dev: 23.6 ms +- 0.3 ms ......................................... wide_state_15x600_sync: Mean +- std dev: 14.8 ms +- 0.2 ms ......................................... wide_state_15x600_checkpoint: Mean +- std dev: 414 ms +- 11 ms ......................................... wide_state_15x600_checkpoint_sync: Mean +- std dev: 418 ms +- 20 ms ......................................... wide_state_9x1200: Mean +- std dev: 23.7 ms +- 0.4 ms ......................................... wide_state_9x1200_sync: Mean +- std dev: 14.9 ms +- 0.4 ms ......................................... wide_state_9x1200_checkpoint: Mean +- std dev: 268 ms +- 8 ms ......................................... wide_state_9x1200_checkpoint_sync: Mean +- std dev: 269 ms +- 16 ms

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Comparison against main

+----------------------------------------+---------+-----------------------+ | Benchmark | main | changes | +========================================+=========+=======================+ | react_agent_100x_sync | 343 ms | 333 ms: 1.03x faster | +----------------------------------------+---------+-----------------------+ | wide_state_15x600_checkpoint | 426 ms | 414 ms: 1.03x faster | +----------------------------------------+---------+-----------------------+ | wide_state_9x1200_checkpoint | 274 ms | 268 ms: 1.02x faster | +----------------------------------------+---------+-----------------------+ | wide_state_15x600 | 24.1 ms | 23.6 ms: 1.02x faster | +----------------------------------------+---------+-----------------------+ | wide_state_25x300 | 20.8 ms | 20.4 ms: 1.02x faster | +----------------------------------------+---------+-----------------------+ | wide_state_9x1200 | 24.1 ms | 23.7 ms: 1.02x faster | +----------------------------------------+---------+-----------------------+ | wide_state_25x300_checkpoint | 243 ms | 240 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x_checkpoint | 79.5 ms | 78.8 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x_checkpoint_sync | 84.1 ms | 83.4 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | react_agent_100x | 419 ms | 417 ms: 1.01x faster | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_sync | 508 ms | 511 ms: 1.00x slower | +----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint_sync | 827 ms | 834 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_10x | 59.8 ms | 60.3 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | wide_state_9x1200_sync | 14.7 ms | 14.9 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | react_agent_100x_checkpoint | 926 ms | 937 ms: 1.01x slower | +----------------------------------------+---------+-----------------------+ | wide_state_9x1200_checkpoint_sync | 264 ms | 269 ms: 1.02x slower | +----------------------------------------+---------+-----------------------+ | wide_state_25x300_checkpoint_sync | 234 ms | 238 ms: 1.02x slower | +----------------------------------------+---------+-----------------------+ | react_agent_10x | 39.6 ms | 42.1 ms: 1.06x slower | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x | 554 ms | 599 ms: 1.08x slower | +----------------------------------------+---------+-----------------------+ | fanout_to_subgraph_100x_checkpoint | 767 ms | 847 ms: 1.11x slower | +----------------------------------------+---------+-----------------------+ | Geometric mean | (ref) | 1.00x slower | +----------------------------------------+---------+-----------------------+ Benchmark hidden because not significant (8): react_agent_10x_checkpoint_sync, fanout_to_subgraph_10x_sync, react_agent_10x_sync, wide_state_15x600_sync, wide_state_15x600_checkpoint_sync, fanout_to_subgraph_100x_checkpoint_sync, react_agent_10x_checkpoint, wide_state_25x300_sync
from types import MappingProxyType
from typing import Any, Mapping
from typing import Any, Literal, Mapping, cast

from langgraph.types import Interrupt, Send # noqa: F401

Expand Down Expand Up @@ -73,7 +73,7 @@
# for checkpoint_ns, separates each level (ie. graph|subgraph|subsubgraph)
NS_END = sys.intern(":")
# for checkpoint_ns, for each level, separates the namespace from the task_id
CONF = sys.intern("configurable")
CONF = cast(Literal["configurable"], sys.intern("configurable"))
# key for the configurable dict in RunnableConfig

RESERVED = {
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4 changes: 2 additions & 2 deletions libs/langgraph/langgraph/utils/config.py
Original file line number Diff line number Diff line change
Expand Up @@ -83,9 +83,9 @@ def merge_configs(*configs: Optional[RunnableConfig]) -> RunnableConfig:
base[key] = value # type: ignore[literal-required]
elif key == CONF:
if base_value := base.get(key):
base[key] = {**base_value, **value} # type: ignore
base[key] = {**base_value, **value} # type: ignore[dict-item]
else:
base[key] = value # type: ignore[literal-required]
base[key] = value
elif key == "callbacks":
base_callbacks = base.get("callbacks")
# callbacks can be either None, list[handler] or manager
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