wehub-resource-sync
39 lines
1.2 KiB
Python
39 lines
1.2 KiB
Python
from typing import Optional
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from pydantic_settings import SettingsConfigDict
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from rdagent.components.coder.CoSTEER.config import CoSTEERSettings
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from rdagent.utils.env import Env, QlibCondaConf, QlibCondaEnv, QTDockerEnv
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class ModelCoSTEERSettings(CoSTEERSettings):
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model_config = SettingsConfigDict(env_prefix="MODEL_CoSTEER_")
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env_type: str = "conda" # or "docker"
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"""Environment to run model code in coder and runner: 'conda' for local conda env, 'docker' for Docker container"""
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def get_model_env(
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conf_type: Optional[str] = None,
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extra_volumes: dict = {},
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running_timeout_period: int = 600,
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enable_cache: Optional[bool] = None,
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) -> Env:
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conf = ModelCoSTEERSettings()
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if conf.env_type == "docker":
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env = QTDockerEnv()
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elif conf.env_type == "conda":
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env = QlibCondaEnv(conf=QlibCondaConf())
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else:
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raise ValueError(f"Unknown env type: {conf.env_type}")
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env.conf.extra_volumes = extra_volumes.copy()
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env.conf.running_timeout_period = running_timeout_period
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if enable_cache is not None:
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env.conf.enable_cache = enable_cache
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env.prepare()
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return env
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MODEL_COSTEER_SETTINGS = ModelCoSTEERSettings()
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