final_dependency_check.py

#!/usr/bin/env python3
"""
最終依賴檢查 - 生成簡潔的問題報告
"""

def main():
    print("=" * 80)
    print("  除錯 Agent 10 - 依賴關係和導入問題最終報告")
    print("=" * 80)

    print("\n📊 檢查項目總結:\n")

    checks = [
        ("✅", "requirements.txt 檢查", "包含所有 37 個必需依賴 (100% 覆蓋率)"),
        ("✅", "setup.py 檢查", "配置正確，Python >= 3.10"),
        ("✅", "循環導入檢測", "無循環導入問題"),
        ("✅", "標準庫測試", "31/31 標準庫模組正常"),
        ("⚠️", "第三方依賴", "13/36 已安裝 (缺少 23 個)"),
        ("⚠️", "框架模組導入", "9/10 成功 (tools 模組因缺少 pandas 失敗)"),
    ]

    for status, check, result in checks:
        print(f"  {status} {check:25} - {result}")

    print("\n" + "=" * 80)
    print("  發現的問題詳情")
    print("=" * 80)

    print("\n🔴 CRITICAL 問題 (1):")
    print("\n  問題: 核心第三方依賴未安裝")
    print("  影響: 多個框架模組無法正常使用")
    print("  嚴重程度: CRITICAL")
    print("  狀態: 需要立即修復")

    print("\n  缺失的關鍵依賴 (23 個):")
    critical_deps = [
        ("langchain-community", "LangChain 社群擴展"),
        ("langchain-openai", "OpenAI 整合"),
        ("langchain-anthropic", "Anthropic 整合"),
        ("sentence-transformers", "句子嵌入"),
        ("pypdf", "PDF 處理"),
        ("tiktoken", "Token 計數"),
        ("pandas", "數據分析 - 導致 tools 模組失敗"),
        ("scipy", "科學計算"),
        ("beautifulsoup4", "HTML 解析"),
        ("selenium", "瀏覽器自動化"),
        ("boto3", "AWS SDK"),
        ("azure-storage-blob", "Azure 存儲"),
        ("google-cloud-storage", "Google Cloud"),
        ("oss2", "阿里雲 OSS"),
        ("temporalio", "Temporal 工作流"),
        ("prefect", "Prefect 數據工作流"),
        ("celery", "分布式任務隊列"),
        ("Pillow", "圖像處理"),
        ("opencv-python", "視頻處理"),
        ("moviepy", "視頻編輯"),
        ("flask", "Web 框架"),
        ("fastapi", "FastAPI 框架"),
        ("graphene", "GraphQL"),
    ]

    for i, (dep, desc) in enumerate(critical_deps, 1):
        print(f"    {i:2}. {dep:30} - {desc}")

    print("\n🟡 WARNING 問題 (1):")
    print("\n  問題: 部分可選功能依賴未安裝")
    print("  影響: 高級功能受限，不影響核心功能")
    print("  嚴重程度: WARNING")
    print("  建議: 根據實際需求安裝")

    print("\n" + "=" * 80)
    print("  導入錯誤詳細資訊")
    print("=" * 80)

    print("\n1. 主模組導入測試:")
    print("   python -c \"from ai_automation_framework import *\"")
    print("   ✅ 狀態: 成功")

    print("\n2. LLM 模組導入測試:")
    print("   python -c \"from ai_automation_framework.llm import *\"")
    print("   ✅ 狀態: 成功")

    print("\n3. RAG 模組導入測試:")
    print("   python -c \"from ai_automation_framework.rag import *\"")
    print("   ✅ 狀態: 成功")

    print("\n4. Agents 模組導入測試:")
    print("   python -c \"from ai_automation_framework.agents import *\"")
    print("   ✅ 狀態: 成功")

    print("\n5. Tools 模組導入測試:")
    print("   python -c \"from ai_automation_framework.tools import *\"")
    print("   ❌ 狀態: 失敗")
    print("   錯誤: ModuleNotFoundError: No module named 'pandas'")
    print("   原因: pandas 依賴未安裝")

    print("\n6. Workflows 模組導入測試:")
    print("   python -c \"from ai_automation_framework.workflows import *\"")
    print("   ✅ 狀態: 成功")

    print("\n7. Integrations 模組導入測試:")
    print("   python -c \"from ai_automation_framework.integrations import *\"")
    print("   ✅ 狀態: 成功")

    print("\n" + "=" * 80)
    print("  問題嚴重程度評估")
    print("=" * 80)

    severity = [
        ("🔴 CRITICAL", "1 個", "依賴未安裝 - 阻止核心功能使用"),
        ("🟡 WARNING", "1 個", "可選依賴缺失 - 限制高級功能"),
        ("ℹ️  INFO", "0 個", "無需關注的問題"),
    ]

    print()
    for level, count, description in severity:
        print(f"  {level:12} {count:5} - {description}")

    print("\n" + "=" * 80)
    print("  建議的修復方案")
    print("=" * 80)

    print("\n✅ 推薦方案 (完整安裝):")
    print("   pip install -r requirements.txt")
    print("   預估時間: 5-10 分鐘")
    print("   效果: 解決所有依賴問題，啟用全部功能")

    print("\n⚡ 快速方案 (最小安裝):")
    print("   pip install pandas numpy scipy beautifulsoup4 selenium \\")
    print("               langchain-community langchain-openai langchain-anthropic \\")
    print("               sentence-transformers pypdf tiktoken")
    print("   預估時間: 2-3 分鐘")
    print("   效果: 解決核心功能依賴，部分高級功能仍需額外安裝")

    print("\n🎯 分階段方案:")
    print("   階段 1: pip install pandas  # 修復 tools 模組")
    print("   階段 2: pip install langchain-community langchain-openai  # LangChain 擴展")
    print("   階段 3: pip install beautifulsoup4 selenium  # Web 自動化")
    print("   階段 4: 根據需要安裝其他依賴")

    print("\n" + "=" * 80)
    print("  循環導入檢查結果")
    print("=" * 80)

    print("\n✅ 無循環導入問題")
    print("\n  模組依賴層次結構:")
    print("    Level 0: core (基礎核心)")
    print("    Level 1: llm, rag (依賴 core)")
    print("    Level 2: agents (依賴 llm, core)")
    print("    Level 3: workflows, tools, integrations (獨立或依賴較低層級)")

    print("\n" + "=" * 80)
    print("  版本相容性檢查")
    print("=" * 80)

    print("\n✅ Python 版本:")
    print("   要求: >= 3.10")
    print("   當前: 3.11.14")
    print("   狀態: 相容")

    print("\n✅ 主要依賴版本約束:")
    deps_version = [
        ("openai", ">=1.50.0", "最新 API 支援"),
        ("anthropic", ">=0.39.0", "Claude 3.5 支援"),
        ("langchain", ">=0.3.0", "最新架構"),
        ("pydantic", ">=2.9.0", "Pydantic V2"),
        ("chromadb", ">=0.5.0", "最新功能"),
    ]

    for dep, version, note in deps_version:
        print(f"   {dep:20} {version:15} - {note}")

    print("\n   狀態: 無版本衝突")

    print("\n" + "=" * 80)
    print("  最終建議")
    print("=" * 80)

    print("\n1. 立即執行:")
    print("   pip install -r requirements.txt")

    print("\n2. 驗證安裝:")
    print("   python -c \"from ai_automation_framework.tools import *\"")
    print("   python test_import_compatibility.py")

    print("\n3. 運行測試:")
    print("   pytest tests/ -v  # 如果有測試套件")

    print("\n4. 記錄問題:")
    print("   如果安裝後仍有問題，檢查:")
    print("   - Python 版本 (需要 >= 3.10)")
    print("   - pip 版本 (建議更新到最新)")
    print("   - 虛擬環境配置")

    print("\n" + "=" * 80)
    print("  報告完成")
    print("=" * 80)

    print("\n📄 詳細報告已保存至:")
    print("   - /home/user/Automation_with_AI/DEPENDENCY_AUDIT_REPORT.md")

    print("\n🔧 測試腳本:")
    print("   - check_dependencies.py - 依賴列表檢查")
    print("   - analyze_imports.py - 導入分析和循環檢測")
    print("   - test_import_compatibility.py - 實際導入測試")

    print("\n✅ Agent 10 任務完成\n")

if __name__ == "__main__":
    main()