{"id":34410,"date":"2025-04-29T10:38:44","date_gmt":"2025-04-29T02:38:44","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/34410.html"},"modified":"2025-04-29T10:38:44","modified_gmt":"2025-04-29T02:38:44","slug":"%e5%ad%97%e5%85%b8%e4%b8%8e%e9%9b%86%e5%90%88-%e6%b5%8b%e8%af%95%e7%95%8c%e7%9a%84%e9%bb%91%e8%af%9d%e5%ae%9d%e5%85%b8%e4%b8%8ebug%e8%bf%bd%e6%8d%95%e6%9c%af","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/34410.html","title":{"rendered":"\u5b57\u5178\u4e0e\u96c6\u5408\u2014\u2014\u6d4b\u8bd5\u754c\u7684\u9ed1\u8bdd\u5b9d\u5178\u4e0eBUG\u8ffd\u6355\u672f"},"content":{"rendered":"

\u4e3b\u9898：\u201c\u5b57\u5178\u662f\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u7684\u6697\u53f7\u624b\u518c，\u96c6\u5408\u662fBUG\u7684\u7167\u5996\u955c\u201d<\/p>\n

\u4e00\u3001\u4eca\u65e5\u76ee\u6807<\/h3>\n
  • \u2705 \u638c\u63e1\u5b57\u5178\u7684\u300c\u952e\u503c\u5bf9\u6697\u53f7\u4f53\u7cfb\u300d\u4e0e\u96c6\u5408\u7684\u300c\u53bb\u91cd\u5996\u6cd5\u300d<\/li>\n
  • \u2705 \u5f00\u53d1\u300a\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u9ed1\u8bdd\u8bcd\u5178\u300b，\u8ba9\u65b0\u4eba\u79d2\u53d8\u8001\u53f8\u673a<\/li>\n
  • \u2705 \u7edf\u8ba1\u81ea\u52a8\u5316\u6d4b\u8bd5\u7ed3\u679c\u4e2d\u7684\u9ad8\u9891BUG\u7c7b\u578b（\u9644\u8d60\u7529\u9505\u6307\u5357）<\/li>\n
  • 🌟\u00a0\u9690\u85cf\u4efb\u52a1：\u7528\u96c6\u5408\u627e\u51fa\u91cd\u590d\u51fa\u73b0\u7684\u5076\u73b0BUG<\/li>\n

    \u4e8c\u3001\u524d\u7f6e\u77e5\u8bc6：\u5bc6\u7801\u7834\u8bd1\u624b\u518c<\/h3>\n

    1. \u5b57\u5178（dict）：\u952e\u503c\u5bf9\u6697\u53f7\u4f53\u7cfb<\/h4>\n

    \u5e7d\u9ed8\u5b9a\u4e49：<\/p>\n

    💡 \u5b57\u5178\u5c31\u50cf\u6d4b\u8bd5\u7ec4\u7684\u9ed1\u8bdd\u5b9d\u5178\u2014\u2014\u77e5\u9053\u6697\u53f7（key）\u624d\u80fd\u89e3\u9501\u771f\u76f8（value）<\/p>\n

    \u57fa\u672c\u64cd\u4f5c：<\/p>\n

    # \u521b\u5efa\u6d4b\u8bd5\u9ed1\u8bdd\u8bcd\u5178
    \ntest_slang = {
    \n "\u559d\u8336": "\u53bb\u4f1a\u8bae\u5ba4\u6328\u6279",
    \n "\u4f18\u5316": "\u63a8\u7ffb\u91cd\u505a",
    \n "P0": "\u7acb\u523b\u9a6c\u4e0a\u4fee！",
    \n} <\/p>\n

    # \u67e5\u9ed1\u8bdd（\u4e0d\u5b58\u5728\u7684key\u4f1a\u62a5\u9519）
    \nprint(test_slang.get("\u95ed\u73af", "\u672a\u6536\u5f55\u7684\u7529\u9505\u672f\u8bed")) <\/p>\n

    # \u65b0\u589e\u9ed1\u8bdd
    \ntest_slang["\u6280\u672f\u503a"] = "\u7559\u7ed9\u4e0b\u4efb\u7684BUG\u76f2\u76d2" <\/p>\n

    # \u5371\u9669\u64cd\u4f5c：\u5220\u5e93\u8dd1\u8def\u524d\u591c
    \ndel test_slang["\u559d\u8336"] <\/p>\n

    2. \u96c6\u5408（set）：BUG\u7684\u81ea\u52a8\u53bb\u91cd\u795e\u5668<\/h4>\n

    \u7a0b\u5e8f\u5458\u51b7\u77e5\u8bc6：<\/p>\n

    🚨 \u96c6\u5408\u4f1a\u81ea\u52a8\u53bb\u91cd\u2014\u2014\u5c31\u50cf\u6d4b\u8bd5\u7ec4\u6668\u4f1a，\u540c\u6837\u7684\u501f\u53e3\u53ea\u8bf4\u4e00\u6b21<\/p>\n

    \u6d4b\u8bd5\u573a\u666f：<\/p>\n

    # \u7edf\u8ba1\u5076\u73b0BUG
    \nflaky_bugs = {"\u652f\u4ed8\u8d85\u65f6", "\u5185\u5b58\u6cc4\u6f0f", "\u652f\u4ed8\u8d85\u65f6"}
    \nprint(flaky_bugs) # \u8f93\u51fa：{'\u652f\u4ed8\u8d85\u65f6', '\u5185\u5b58\u6cc4\u6f0f'} <\/p>\n

    \u4e09\u3001\u4ee3\u7801\u5b9e\u6218：\u300a\u6d4b\u8bd5\u9ed1\u8bdd\u8bcd\u5178\u300b\u5f00\u53d1<\/h3>\n

    1. \u9700\u6c42\u5206\u6790<\/h4>\n
      \n
    • \u652f\u6301\u4e2d\u82f1\u6587\u9ed1\u8bdd\u4e92\u8bd1<\/li>\n
    • \u7edf\u8ba1\u9ed1\u8bdd\u4f7f\u7528\u9891\u7387<\/li>\n
    • \u6d4b\u8bd5\u601d\u7ef4：\u5b57\u5178\u662f\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e2d\u6570\u636e\u9a71\u52a8\u7684\u91cd\u8981\u7ed3\u6784<\/li>\n<\/ul>\n

      2. \u4ee3\u7801\u5b9e\u73b0<\/h4>\n

      class \u9ed1\u8bdd\u5927\u5168:
      \n def __init__(self):
      \n self.\u8bcd\u5e93 = {
      \n "\u5e26\u73af\u5883": "deploy",
      \n "\u62e7\u87ba\u4e1d": "CRUD\u5de5\u7a0b\u5e08",
      \n "\u8d4b\u80fd": "\u6559\u65b0\u4eba\u80cc\u9505"
      \n }
      \n self.\u4f7f\u7528\u6b21\u6570 = defaultdict(int) <\/p>\n

      def \u67e5\u9ed1\u8bdd(self, \u6697\u53f7):
      \n result = self.\u8bcd\u5e93.get(\u6697\u53f7, "\u26a0\ufe0f\u672a\u6536\u5f55\u7684\u9ad8\u7ea7\u7529\u9505\u672f\u8bed")
      \n self.\u4f7f\u7528\u6b21\u6570[\u6697\u53f7] += 1
      \n return result <\/p>\n

      # \u5b9e\u6218\u6f14\u7ec3
      \n\u8bcd\u5178 = \u9ed1\u8bdd\u5927\u5168()
      \nprint(\u8bcd\u5178.\u67e5\u9ed1\u8bdd("\u8d4b\u80fd")) # \u8f93\u51fa：\u6559\u65b0\u4eba\u80cc\u9505
      \nprint(\u8bcd\u5178.\u4f7f\u7528\u6b21\u6570) # \u8f93\u51fa：{'\u8d4b\u80fd': 1} <\/p>\n

      \u56db\u3001\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u7279\u522b\u7bc7：BUG\u9891\u7387\u7edf\u8ba1<\/h3>\n

      1. \u81ea\u52a8\u5316\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/h4>\n

      # \u6a21\u62df\u6d4b\u8bd5\u7ed3\u679c
      \ntest_results = [
      \n "ERROR: \u652f\u4ed8\u8d85\u65f6",
      \n "WARN: \u5185\u5b58\u6cc4\u6f0f",
      \n "ERROR: \u652f\u4ed8\u8d85\u65f6",
      \n "ERROR: \u7a7a\u6307\u9488\u5f02\u5e38"
      \n] <\/p>\n

      # \u7edf\u8ba1ERROR\u7ea7\u522bBUG
      \nerror_counter = {}
      \nfor log in test_results:
      \n if "ERROR" in log:
      \n bug_type = log.split(": ")[1]
      \n error_counter[bug_type] = error_counter.get(bug_type, 0) + 1 <\/p>\n

      print("BUG\u8ffd\u6740\u4ee4\u4f18\u5148\u7ea7：")
      \nfor bug, count in sorted(error_counter.items(), key=lambda x: -x[1]):
      \n print(f"\u3010{bug}\u3011\u51fa\u73b0{count}\u6b21，\u5efa\u8bae\u63d0\u5200\u5f00\u53d1") <\/p>\n

      \u8f93\u51fa\u793a\u4f8b：<\/p>\n

      BUG\u8ffd\u6740\u4ee4\u4f18\u5148\u7ea7：
      \n\u3010\u652f\u4ed8\u8d85\u65f6\u3011\u51fa\u73b02\u6b21，\u5efa\u8bae\u63d0\u5200\u5f00\u53d1
      \n\u3010\u7a7a\u6307\u9488\u5f02\u5e38\u3011\u51fa\u73b01\u6b21，\u5efa\u8bae\u63d0\u5200\u5f00\u53d1 <\/p>\n

      \u4e94\u3001\u907f\u5751\u6307\u5357：\u5b57\u5178\u96c6\u5408\u7684\u9ed1\u6697\u9762<\/h3>\n

      1. \u5b57\u5178\u7684\u952e\u98ce\u66b4<\/h4>\n

      \u4e94\u3001\u907f\u5751\u6307\u5357：\u5b57\u5178\u96c6\u5408\u7684\u9ed1\u6697\u9762
      \n1. \u5b57\u5178\u7684\u952e\u98ce\u66b4 <\/p>\n

      2. \u96c6\u5408\u7684\u53d8\u8eab\u672f<\/h4>\n

      # \u96c6\u5408\u53bb\u91cd\u540e\u7684\u65e0\u5e8f\u7279\u6027
      \nprint({1, 3, 2} == {3, 2, 1}) # True，\u6c14\u6b7b\u5f3a\u8feb\u75c7 <\/p>\n

      \u516d\u3001\u8bfe\u540e\u5b9e\u6218\u4efb\u52a1<\/h3>\n
    • \u6269\u5c55\u9ed1\u8bdd\u8bcd\u5178：\u6dfb\u52a0"\u8054\u8c03"="\u4e0e\u5f00\u53d1\u6fc0\u60c5\u5bf9\u7ebf"\u7b49\u8bcd\u6761<\/li>\n
    • BUG\u8ffd\u6355\u5347\u7ea7：\u7528\u96c6\u5408\u627e\u51fa\u91cd\u590d\u51fa\u73b0\u7684\u5076\u73b0BUG<\/li>\n
    • \u7529\u9505\u62a5\u544a\u751f\u6210：\u5c06\u7edf\u8ba1\u7ed3\u679c\u5199\u5165\u300aBUG\u8ffd\u8d23\u5efa\u8bae\u4e66.txt\u300b<\/li>\n

      \u4e03\u3001\u4eca\u65e5\u603b\u7ed3<\/h3>\n
        \n
      • 🎯 \u4f60\u5df2\u89e3\u9501\u6210\u5c31：\u9ed1\u8bdd\u5341\u7ea7\u5b66\u8005 + BUG\u8ffd\u8e2a\u8005<\/li>\n
      • 🌟 \u6d4b\u8bd5\u601d\u7ef4：\u5b57\u5178\u7ba1\u7406\u6d4b\u8bd5\u6570\u636e，\u96c6\u5408\u7528\u4e8e\u7ed3\u679c\u53bb\u91cd\u5206\u6790<\/li>\n
      • 😎 \u660e\u65e5\u9884\u544a：\u51fd\u6570\u5b9a\u4e49\u2014\u2014\u628a\u91cd\u590d\u4ee3\u7801\u53d8\u6210\u51b7\u7b11\u8bdd\u5de5\u5382<\/li>\n<\/ul>\n

        \u77e5\u8bc6\u6269\u5c55：<\/p>\n

          \n
        • \u4f7f\u7528collections.defaultdict\u7b80\u5316\u8ba1\u6570\u903b\u8f91<\/li>\n
        • \u5b57\u5178\u63a8\u5bfc\u5f0f\u5feb\u901f\u751f\u6210\u6d4b\u8bd5\u6570\u636e：<\/li>\n<\/ul>\n

          test_data = {f"user_{i}": f"QA@2023{i}" for i in range(5)} <\/p>\n","protected":false},"excerpt":{"rendered":"

          \u6587\u7ae0\u6d4f\u89c8\u9605\u8bfb524\u6b21\uff0c\u70b9\u8d5e3\u6b21\uff0c\u6536\u85cf10\u6b21\u3002\ud83d\udca1 \u5b57\u5178\u5c31\u50cf\u6d4b\u8bd5\u7ec4\u7684\u9ed1\u8bdd\u5b9d\u5178\u2014\u2014\u77e5\u9053\u6697\u53f7\uff08key\uff09\u624d\u80fd\u89e3\u9501\u771f\u76f8\uff08value\uff09\ud83d\udea8 \u96c6\u5408\u4f1a\u81ea\u52a8\u53bb\u91cd\u2014\u2014\u5c31\u50cf\u6d4b\u8bd5\u7ec4\u6668\u4f1a\uff0c\u540c\u6837\u7684\u501f\u53e3\u53ea\u8bf4\u4e00\u6b21\u3002\u201c\u5b57\u5178\u662f\u6d4b\u8bd5\u5de5\u7a0b\u5e08\u7684\u6697\u53f7\u624b\u518c\uff0c\u96c6\u5408\u662fBUG\u7684\u7167\u5996\u955c\u201d<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[81],"topic":[],"class_list":["post-34410","post","type-post","status-publish","format-standard","hentry","category-server","tag-python"],"yoast_head":"\n\u5b57\u5178\u4e0e\u96c6\u5408\u2014\u2014\u6d4b\u8bd5\u754c\u7684\u9ed1\u8bdd\u5b9d\u5178\u4e0eBUG\u8ffd\u6355\u672f - 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