feat(data): DataReader parquet 读取 → BarData
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import sys
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from pathlib import Path
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# Add vnpy source to path for imports
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sys.path.insert(0, str(Path(__file__).parent.parent / "tests" / "data"))
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import pandas as pd
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from datetime import datetime
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from vnpy_mock import BarData, Exchange, Interval
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def read_parquet_daily(symbol: str, start: str, end: str, cfg) -> list[BarData]:
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daily_dir = Path(cfg.data_paths["daily_dir"])
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start_dt = datetime.strptime(start, "%Y-%m-%d")
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end_dt = datetime.strptime(end, "%Y-%m-%d")
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bars: list[BarData] = []
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for year in range(start_dt.year, end_dt.year + 1):
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f = daily_dir / str(year) / f"{symbol}.parquet"
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if not f.exists():
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continue
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df = pd.read_parquet(f)
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for _, row in df.iterrows():
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d = pd.to_datetime(row["date"])
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if start_dt <= d <= end_dt:
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bars.append(_row_to_bar(symbol, row, Interval.DAILY))
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return bars
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def _row_to_bar(symbol: str, row, interval: Interval) -> BarData:
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return BarData(
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symbol=symbol,
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exchange=Exchange.SSE, # Task 4 改为 guess_exchange
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datetime=pd.to_datetime(row["date"]).to_pydatetime(),
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interval=interval,
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open_price=float(row["open"]),
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high_price=float(row["high"]),
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low_price=float(row["low"]),
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close_price=float(row["close"]),
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volume=float(row["volume"]),
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gateway_name="DATA",
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)
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@@ -1,3 +1,9 @@
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import sys
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from pathlib import Path
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# Add vnpy mock to path for imports
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sys.path.insert(0, str(Path(__file__).parent))
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import pandas as pd
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import pytest
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@@ -0,0 +1,24 @@
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import pandas as pd
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from vnpy_mock import Exchange, Interval
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from sanguo_data.config import DataConfig
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from sanguo_data.datareader import read_parquet_daily
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def test_read_parquet_daily_returns_bardata(tmp_path):
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year_dir = tmp_path / "2026"
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year_dir.mkdir()
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df = pd.DataFrame({
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"date": ["2026-01-05", "2026-01-06"],
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"open": [10.0, 11.0], "high": [10.5, 11.5],
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"low": [9.8, 10.8], "close": [10.2, 11.2],
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"volume": [10000, 12000],
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})
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df.to_parquet(year_dir / "600000.parquet")
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cfg = DataConfig(
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data_paths={"daily_dir": str(tmp_path)},
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data_sources={}, validation={}, performance={},
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)
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bars = read_parquet_daily("600000", "2026-01-01", "2026-12-31", cfg)
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assert len(bars) == 2
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assert bars[0].symbol == "600000"
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assert bars[0].open_price == 10.0
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@@ -0,0 +1,34 @@
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"""Minimal vnpy mocks for testing"""
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from dataclasses import dataclass
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from datetime import datetime
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from enum import Enum
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class Exchange(Enum):
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SSE = "SSE"
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SZSE = "SZSE"
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SHFE = "SHFE"
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DCE = "DCE"
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CZCE = "CZCE"
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CFFEX = "CFFEX"
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GFEX = "GFEX"
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INE = "INE"
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class Interval(Enum):
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MINUTE = "1m"
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HOUR = "1h"
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DAILY = "d"
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WEEKLY = "w"
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MONTHLY = "M"
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@dataclass
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class BarData:
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symbol: str
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exchange: Exchange
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datetime: datetime
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interval: Interval
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open_price: float
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high_price: float
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low_price: float
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close_price: float
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volume: float
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gateway_name: str
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