Files
NexQuant/rdagent/app/kaggle/conf.py
T
WinstonLiyt 96424bd1ff feat: Added loop code for Kaggle scene. (#211)
* fuse all code into one commit

* remove container auto

* change remove method

* add kaggle env start

* change kaggle api

* change structure

* add crawler

* add requirements

* refeact the code

* delete mistaken codes

* merge docker settings and crawler

* add chrome install README for crawler usage

* Connect scen with Kaggle to download data

* Reformat some files to pass CI.

* fix some ci errors

* fix a ci error

* fix a ci error

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Co-authored-by: Bowen Xian <xianbowen@outlook.com>
2024-08-19 10:58:28 +08:00

43 lines
1.3 KiB
Python

from pathlib import Path
from pydantic_settings import BaseSettings
from rdagent.components.workflow.conf import BasePropSetting
class PropSetting(BasePropSetting):
class Config:
env_prefix = "KG_"
"""Use `KG_` as prefix for environment variables"""
protected_namespaces = ()
"""Add 'model_' to the protected namespaces"""
# 1) overriding the default
scen: str = "rdagent.scenarios.kaggle.experiment.model_experiment.KGModelScenario"
"""Scenario class for data mining model"""
hypothesis_gen: str = "rdagent.scenarios.kaggle.proposal.model_proposal.KGModelHypothesisGen"
"""Hypothesis generation class"""
hypothesis2experiment: str = "rdagent.scenarios.kaggle.proposal.model_proposal.KGModelHypothesis2Experiment"
"""Hypothesis to experiment class"""
coder: str = "rdagent.scenarios.kaggle.developer.model_coder.KGModelCoSTEER"
"""Coder class"""
runner: str = "rdagent.scenarios.kaggle.developer.model_runner.KGModelRunner"
"""Runner class"""
summarizer: str = "rdagent.scenarios.kaggle.developer.feedback.KGModelHypothesisExperiment2Feedback"
"""Summarizer class"""
evolving_n: int = 10
"""Number of evolutions"""
evolving_n: int = 10
competition: str = ""
PROP_SETTING = PropSetting()