63 lines
1.5 KiB
Python
63 lines
1.5 KiB
Python
#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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数据集分析主脚本
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运行完整的数据集分析流程
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"""
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import sys
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import os
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from pathlib import Path
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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
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sys.path.insert(0, str(project_root))
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from scripts.dataset_analyzer import DatasetAnalyzer
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from scripts.report_generator import ReportGenerator
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def main():
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"""主函数"""
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print("BasicTS 数据集分析工具")
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print("=" * 50)
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# 创建分析器
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analyzer = DatasetAnalyzer()
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# 分析所有数据集
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print("开始分析数据集...")
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analysis_results = analyzer.analyze_all_datasets()
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if not analysis_results:
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print("没有找到可分析的数据集")
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return
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# 创建报告生成器
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report_generator = ReportGenerator(analysis_results)
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# 生成并打印报告
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print("\n" + "=" * 80)
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print("数据集分析报告")
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print("=" * 80)
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summary_report = report_generator.generate_summary_report()
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print(summary_report)
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print("\n" + "=" * 80)
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print("对比分析报告")
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print("=" * 80)
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comparative_report = report_generator.generate_comparative_analysis()
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print(comparative_report)
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# 保存报告和可视化
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print("\n正在保存报告和可视化图表...")
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report_generator.save_reports()
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report_generator.create_visualizations()
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print("\n分析完成！")
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print("报告文件保存在 'analysis_reports' 目录中")
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if __name__ == "__main__":
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main()
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