152 lines
4.9 KiB
Python
152 lines
4.9 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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分析手动获取的结账数据，检查时间分布
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用法：
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cd C:/NeoZQYY
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python scripts/ops/_analyze_settlement_data.py
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"""
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import json
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import os
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import sys
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from datetime import datetime, date
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from pathlib import Path
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from collections import defaultdict
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# 添加项目根目录到 Python 路径
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project_root = Path(__file__).parent.parent.parent
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sys.path.insert(0, str(project_root))
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# 加载环境变量
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from dotenv import load_dotenv
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load_dotenv(project_root / ".env")
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def main():
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"""分析结账数据的时间分布"""
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# 查找最新的结账数据文件
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log_dir = Path(os.environ["SYSTEM_LOG_ROOT"])
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settlement_files = list(log_dir.glob("settlement_manual_fetch_*.json"))
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if not settlement_files:
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print("❌ 未找到结账数据文件")
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return
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# 使用最新的文件
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latest_file = max(settlement_files, key=lambda f: f.stat().st_mtime)
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print(f"📂 分析文件: {latest_file.name}")
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# 读取数据
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with open(latest_file, "r", encoding="utf-8") as f:
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data = json.load(f)
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records = data.get("records", [])
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print(f"📊 总记录数: {len(records)}")
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if not records:
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print("❌ 没有记录数据")
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return
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# 分析时间分布
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pay_times = []
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date_counts = defaultdict(int)
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for record in records:
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# 结账数据在 settleList 字段中
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settle_data = record.get("settleList", {})
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pay_time = settle_data.get("payTime")
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if pay_time:
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pay_times.append(pay_time)
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# 提取日期部分
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try:
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date_str = pay_time.split()[0] # "2026-02-14 10:30:00" -> "2026-02-14"
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date_counts[date_str] += 1
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except:
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continue
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if not pay_times:
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print("❌ 没有有效的 payTime 数据")
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return
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pay_times.sort()
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print(f"\n🕐 时间分布:")
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print(f" 最早结账时间: {pay_times[0]}")
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print(f" 最晚结账时间: {pay_times[-1]}")
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print(f" 有效结账记录: {len(pay_times)}/{len(records)}")
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# 按日期统计
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print(f"\n📅 按日期统计:")
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sorted_dates = sorted(date_counts.keys())
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for date_str in sorted_dates:
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count = date_counts[date_str]
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print(f" {date_str}: {count:4d} 条记录")
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print(f"\n总计: {len(sorted_dates)} 天有数据")
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# 检查数据延迟
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latest_date = pay_times[-1].split()[0]
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today = date.today().strftime("%Y-%m-%d")
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print(f"\n🔍 数据延迟检查:")
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print(f" API 最新数据日期: {latest_date}")
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print(f" 今天日期: {today}")
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if latest_date < today:
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from datetime import datetime as dt
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latest_dt = dt.strptime(latest_date, "%Y-%m-%d")
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today_dt = dt.strptime(today, "%Y-%m-%d")
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days_behind = (today_dt - latest_dt).days
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print(f" ⚠️ 数据延迟: {days_behind} 天")
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else:
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print(f" ✅ 数据是最新的")
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# 检查最近几天的数据
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print(f"\n📈 最近 7 天数据:")
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recent_dates = sorted_dates[-7:] if len(sorted_dates) >= 7 else sorted_dates
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for date_str in recent_dates:
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count = date_counts[date_str]
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print(f" {date_str}: {count:4d} 条记录")
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# 生成更新的报告
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
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report_file = log_dir / f"settlement_detailed_analysis_{timestamp}.md"
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with open(report_file, "w", encoding="utf-8") as f:
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f.write(f"# 飞球 API 结账数据详细分析报告\n\n")
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f.write(f"**分析时间**: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n\n")
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f.write(f"**数据源文件**: {latest_file.name}\n\n")
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f.write(f"**数据统计**:\n")
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f.write(f"- 总记录数: {len(records)}\n")
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f.write(f"- 有效结账记录: {len(pay_times)}\n")
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f.write(f"- 最早结账时间: {pay_times[0]}\n")
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f.write(f"- 最晚结账时间: {pay_times[-1]}\n")
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f.write(f"- 数据覆盖天数: {len(sorted_dates)} 天\n\n")
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f.write(f"**数据延迟检查**:\n")
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f.write(f"- API 最新数据日期: {latest_date}\n")
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f.write(f"- 今天日期: {today}\n")
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if latest_date < today:
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f.write(f"- ⚠️ 数据延迟: {days_behind} 天\n\n")
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else:
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f.write(f"- ✅ 数据是最新的\n\n")
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f.write(f"**按日期统计** (共 {len(sorted_dates)} 天):\n")
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for date_str in sorted_dates:
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count = date_counts[date_str]
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f.write(f"- {date_str}: {count:4d} 条记录\n")
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f.write(f"\n**最近 7 天数据**:\n")
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for date_str in recent_dates:
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count = date_counts[date_str]
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f.write(f"- {date_str}: {count:4d} 条记录\n")
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print(f"\n📋 详细分析报告已保存到: {report_file}")
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if __name__ == "__main__":
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main() |