gavindiaz
63a829cc46
主要内容： - Phase 8 PROMOTE: finalist #1 (trial #324) registry 条目，自动生成 - Optuna objective warmup bug 修复 (shared/optimizer/objective.py) - studies/ 目录按用途重组为 optuna/ + finalists/ + features/ 三层 - reports/ 加入 Optuna 中文 dashboard (5 主图 + 18 slice + 15 contour) - 新增 PROJECT_GUIDE.md 项目说明文档 - 新增 build_registry_entry.py / build_optuna_dashboard.py / build_feature_datasets.py - .gitignore: 允许提交 studies/*.db (Optuna DB) 和 reports/*.html (MT5 + dashboard)
29 lines
1.2 KiB
Python
29 lines
1.2 KiB
Python
"""Check Python M5 data around 2025-01-02 to understand time alignment."""
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import sys
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from pathlib import Path
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PROJECT = Path(__file__).resolve().parent.parent
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sys.path.insert(0, str(PROJECT))
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import pandas as pd
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from shared.data.loaders import load_bars
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m5 = load_bars("data/XAUUSD_M5_2024-06-26_2026-06-26.parquet")
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day = m5[(m5["timestamp"] >= "2025-01-02 00:00:00") & (m5["timestamp"] < "2025-01-03 00:00:00")]
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print(f"bars on 2025-01-02: {len(day)}")
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if len(day) > 0:
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print(f" first bar ts: {day['timestamp'].iloc[0]}")
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print(f" last bar ts: {day['timestamp'].iloc[-1]}")
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print()
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print(" bars 01:50-02:00:")
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sub = day[(day["timestamp"] >= "2025-01-02 01:50:00") & (day["timestamp"] <= "2025-01-02 02:00:00")]
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print(sub.to_string() if len(sub) else " (none)")
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print()
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print(" bars 15:45-15:55:")
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sub = day[(day["timestamp"] >= "2025-01-02 15:45:00") & (day["timestamp"] <= "2025-01-02 15:55:00")]
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print(sub.to_string() if len(sub) else " (none)")
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print()
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print("first 5 bars of 2025-01-02:")
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print(day.head().to_string())
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print()
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print("first bar of 2025-01-02 timestamp hour:", day['timestamp'].iloc[0].hour)
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