mirror of
https://github.com/NicolasBohn/NexQuant.git
synced 2026-07-28 16:07:46 +00:00
Xu Yang
25472fc1e3
* simplify RDAgent conf * add unified cacher(untested) * fix small bugs * fix a bug * fix a small bug in runner * use hash_key = None to skip cache * fix CI * in factor execution, ignore cache when raise exception * add file locker to avoid mp calling * fix CI * use function __module__ name as folder in cache
61 lines
1.9 KiB
Python
61 lines
1.9 KiB
Python
from pathlib import Path
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from typing import Literal, Union
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from pydantic_settings import BaseSettings
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SELECT_METHOD = Literal["random", "scheduler"]
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class FactorImplementSettings(BaseSettings):
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class Config:
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env_prefix = "FACTOR_CODER_"
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"""Use `FACTOR_CODER_` as prefix for environment variables"""
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coder_use_cache: bool = False
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"""Indicates whether to use cache for the coder"""
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data_folder: str = "git_ignore_folder/factor_implementation_source_data"
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"""Path to the folder containing financial data (default is fundamental data in Qlib)"""
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data_folder_debug: str = "git_ignore_folder/factor_implementation_source_data_debug"
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"""Path to the folder containing partial financial data (for debugging)"""
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# TODO: the factor implement specific settings should not appear in this settings
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# Evolving should have a method specific settings
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# evolving related config
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fail_task_trial_limit: int = 20
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v1_query_former_trace_limit: int = 5
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v1_query_similar_success_limit: int = 5
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v2_query_component_limit: int = 1
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v2_query_error_limit: int = 1
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v2_query_former_trace_limit: int = 1
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v2_add_fail_attempt_to_latest_successful_execution: bool = False
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v2_error_summary: bool = False
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v2_knowledge_sampler: float = 1.0
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file_based_execution_timeout: int = 120
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"""Timeout in seconds for each factor implementation execution"""
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select_method: str = "random"
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"""Method for the selection of factors implementation"""
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select_threshold: int = 10
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"""Threshold for the number of factor selections"""
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max_loop: int = 10
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"""Maximum number of task implementation loops"""
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knowledge_base_path: Union[str, None] = None
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"""Path to the knowledge base"""
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new_knowledge_base_path: Union[str, None] = None
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"""Path to the new knowledge base"""
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python_bin: str = "python"
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"""Path to the Python binary"""
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FACTOR_IMPLEMENT_SETTINGS = FactorImplementSettings()
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