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feat: refactor CoSTEER classes to use DSCoSTEER and update max seconds handling (#1156)

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* feat: refactor CoSTEER classes to use DSCoSTEER and update max seconds handling

* remove useless line

* enable time_ratio_limit_to_enable_hyperparameter_tuning
This commit is contained in:
Xu Yang
2025-08-05 18:16:10 +08:00
committed by GitHub
parent 50916fa6c9
commit 0284b73596
13 changed files with 53 additions and 43 deletions
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rdagent/components/coder/data_science/pipeline/__init__.py
+2 -3
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@@ -25,7 +25,6 @@ File structure
from pathlib import Path
from rdagent.app.data_science.conf import DS_RD_SETTING
from rdagent.components.coder.CoSTEER import CoSTEER
from rdagent.components.coder.CoSTEER.evaluators import (
CoSTEERMultiEvaluator,
CoSTEERSingleFeedback,
@@ -39,6 +38,7 @@ from rdagent.components.coder.CoSTEER.knowledge_management import (
from rdagent.components.coder.data_science.conf import DSCoderCoSTEERSettings
from rdagent.components.coder.data_science.pipeline.eval import PipelineCoSTEEREvaluator
from rdagent.components.coder.data_science.pipeline.exp import PipelineTask
from rdagent.components.coder.data_science.share.ds_costeer import DSCoSTEER
from rdagent.components.coder.data_science.share.eval import ModelDumpEvaluator
from rdagent.core.exception import CoderError
from rdagent.core.experiment import FBWorkspace
@@ -130,7 +130,7 @@ class PipelineMultiProcessEvolvingStrategy(MultiProcessEvolvingStrategy):
return evo
class PipelineCoSTEER(CoSTEER):
class PipelineCoSTEER(DSCoSTEER):
def __init__(
self,
scen: Scenario,
@@ -159,6 +159,5 @@ class PipelineCoSTEER(CoSTEER):
evolving_version=2,
scen=scen,
max_loop=DS_RD_SETTING.coder_max_loop,
max_seconds=scen.real_debug_timeout() * settings.max_seconds_multiplier,
**kwargs,
)