40 lines
1.1 KiB
Python
Executable File
40 lines
1.1 KiB
Python
Executable File
#!.venv/bin/python3
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import argparse
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import logging
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import sys
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import traceback
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from core.config import setup_config
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from research.model_trainer import ModelTrainer
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def main():
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parser = argparse.ArgumentParser(description="Train DRC Names Models")
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parser.add_argument("--type", type=str, help="Specific model type to train")
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parser.add_argument("--name", type=str, help="Model name")
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parser.add_argument("--config", type=str, help="Path to configuration file")
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parser.add_argument("--env", type=str, default="development", help="Environment name")
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args = parser.parse_args()
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try:
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config = setup_config(config_path=args.config, env=args.env)
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trainer = ModelTrainer(config)
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# Train specific model
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trainer.train_single_model(
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model_name=args.name,
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model_type=args.type,
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features=["full_name"]
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)
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return 0
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except Exception as e:
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logging.error(f"Training failed: {e}")
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traceback.print_exc()
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return 1
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if __name__ == "__main__":
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exit_code = main()
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sys.exit(exit_code)
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