chore: implement runtime_env func (#1104)

* implement runtime_env func for quant

* add runtime_info code

* add runtime env information to the prompt

* format with black

* optimize get_runtime_env code

* delete unnecessary files

* some refinement

* fix fin_quant bugs

---------

Co-authored-by: Xu Yang <peteryang@vip.qq.com>

rdagent/components/coder/factor_coder/config.py

@@ -1,6 +1,14 @@
+import os
+from typing import Optional
+
 from pydantic_settings import SettingsConfigDict
 
 from rdagent.components.coder.CoSTEER.config import CoSTEERSettings
+from rdagent.utils.env import (
+    CondaConf,
+    Env,
+    LocalEnv,
+)
 
 
 class FactorCoSTEERSettings(CoSTEERSettings):
@@ -25,4 +33,21 @@ class FactorCoSTEERSettings(CoSTEERSettings):
     """Path to the Python binary"""
 
 
+def get_factor_env(
+    conf_type: Optional[str] = None,
+    extra_volumes: dict = {},
+    running_timeout_period: int = 600,
+    enable_cache: Optional[bool] = None,
+) -> Env:
+    conf = FactorCoSTEERSettings()
+    if hasattr(conf, "python_bin"):
+        env = LocalEnv(conf=(CondaConf(conda_env_name=os.environ.get("CONDA_DEFAULT_ENV"))))
+    env.conf.extra_volumes = extra_volumes.copy()
+    env.conf.running_timeout_period = running_timeout_period
+    if enable_cache is not None:
+        env.conf.enable_cache = enable_cache
+    env.prepare()
+    return env
+
+
 FACTOR_COSTEER_SETTINGS = FactorCoSTEERSettings()