feat: add Tushare Qlib data bridge
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@@ -0,0 +1,113 @@
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"""Inventory a local Tushare mirror and build/verify a frozen Qlib provider."""
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from __future__ import annotations
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import argparse
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import json
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from pathlib import Path
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import sys
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from typing import Any, Mapping, Optional
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from adapters.tushare_local import (
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TushareMirrorError,
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build_qlib_provider,
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inventory_mirror,
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verify_qlib_provider,
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)
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def _write_json(path: Optional[str], payload: Mapping[str, Any]) -> None:
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if path is None:
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return
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destination = Path(path).expanduser().resolve()
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if destination.exists() and destination.is_dir():
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raise ValueError(f"output-json points to a directory: {destination}")
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destination.parent.mkdir(parents=True, exist_ok=True)
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destination.write_text(
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json.dumps(
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dict(payload),
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ensure_ascii=False,
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indent=2,
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sort_keys=True,
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allow_nan=False,
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)
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+ "\n",
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encoding="utf-8",
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)
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def build_parser() -> argparse.ArgumentParser:
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parser = argparse.ArgumentParser(description=__doc__)
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subparsers = parser.add_subparsers(dest="command", required=True)
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inventory = subparsers.add_parser("inventory")
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inventory.add_argument("--mirror-root", required=True)
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inventory.add_argument("--skip-file-verification", action="store_true")
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inventory.add_argument("--output-json")
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build = subparsers.add_parser("build")
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build.add_argument("--mirror-root", required=True)
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build.add_argument("--output-dir", required=True)
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build.add_argument("--start", required=True)
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build.add_argument("--end", required=True)
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build.add_argument("--market-name", default="tushare_a")
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build.add_argument("--benchmark-symbol", default="SH999999")
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build.add_argument("--minimum-observations", type=int, default=60)
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build.add_argument(
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"--allow-unadjusted",
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action="store_true",
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help="required while adj_factor is absent; never grants investment credit",
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)
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build.add_argument(
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"--ohlc-policy",
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choices=("fail", "expand-range"),
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default="fail",
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)
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build.add_argument("--output-json")
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verify = subparsers.add_parser("verify")
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verify.add_argument("provider_dir")
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verify.add_argument("--output-json")
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return parser
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def _main(argv: Optional[list[str]] = None) -> int:
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parser = build_parser()
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args = parser.parse_args(argv)
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try:
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if args.command == "inventory":
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result = inventory_mirror(
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args.mirror_root,
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verify_files=not args.skip_file_verification,
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)
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elif args.command == "build":
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result = build_qlib_provider(
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args.mirror_root,
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args.output_dir,
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start=args.start,
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end=args.end,
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market_name=args.market_name,
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benchmark_symbol=args.benchmark_symbol,
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minimum_observations=args.minimum_observations,
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allow_unadjusted=args.allow_unadjusted,
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expand_range=args.ohlc_policy == "expand-range",
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)
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else:
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result = verify_qlib_provider(args.provider_dir)
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_write_json(args.output_json, result)
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except (OSError, ValueError, TushareMirrorError) as exc:
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parser.error(str(exc))
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print(
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json.dumps(
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result,
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ensure_ascii=False,
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indent=2,
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sort_keys=True,
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allow_nan=False,
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)
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)
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return 0
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if __name__ == "__main__":
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sys.exit(_main())
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