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from __future__ import annotations
import argparse
from pathlib import Path
from datetime import datetime
from dotenv import load_dotenv
from app.config import AppConfig, Paths, LLMConfig
from app.dataio import load_data
from app.logging_setup import setup_logging
from app.checkpoint import CheckpointManager
from app.llm import LLMClient
from app.engine import Engine
def parse_args():
p = argparse.ArgumentParser()
p.add_argument("--data-dir", type=Path, required=True)
p.add_argument("--out-dir", type=Path, required=True)
p.add_argument("--ckpt-dir", type=Path, default=None, help="Directory to store and resume checkpoints (default: <out-dir>/checkpoint)")
p.add_argument("--start", type=str, default="2023-12-29 15:15")
p.add_argument("--end", type=str, default="2024-05-01 09:15")
return p.parse_args()
def main():
load_dotenv()
args = parse_args()
# Determine checkpoint directory (default = out-dir/checkpoint)
ckpt_dir = args.ckpt_dir or (args.out_dir / "checkpoint")
ckpt_dir.mkdir(parents=True, exist_ok=True)
cfg = AppConfig(paths=Paths(args.data_dir, args.out_dir))
logger = setup_logging(cfg.paths.out_dir / "trade_log.log")
bundle = load_data(cfg.paths)
llm_cfg = LLMConfig()
llm = LLMClient(
api_key=llm_cfg.api_key,
model=llm_cfg.model,
base_url=llm_cfg.base_url,
temperature=llm_cfg.temperature,
top_p=llm_cfg.top_p,
)
# Create checkpoint manager
ckpt = CheckpointManager(ckpt_dir)
# Pass checkpoint manager into engine
engine = Engine(
llm=llm,
logger=logger,
bundle=bundle,
out_dir=cfg.paths.out_dir,
checkpoint=ckpt,
)
start = datetime.fromisoformat(args.start)
end = datetime.fromisoformat(args.end)
engine.run(start, end)
if __name__ == "__main__":
main() |