{"id":361,"date":"2025-06-13T22:24:43","date_gmt":"2025-06-13T14:24:43","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=361"},"modified":"2026-02-26T23:01:05","modified_gmt":"2026-02-26T15:01:05","slug":"chapter10","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/chapter10\/","title":{"rendered":"1.10 \u6570\u636e\u6a21\u5757\uff1a\u56de\u6d4b\u7684&#8221;\u71c3\u6599\u5e93&#8221;"},"content":{"rendered":"<p>\u5175\u9a6c\u672a\u52a8\uff0c\u7cae\u8349\u5148\u884c\u3002\u5728\u91cf\u5316\u4ea4\u6613\u7684\u5f81\u7a0b\u4e2d\uff0c\u6570\u636e\u5c31\u662f\u6700\u91cd\u8981\u7684&#8221;\u7cae\u8349&#8221;\u3002\u6ca1\u6709\u51c6\u786e\u3001\u5b8c\u6574\u7684\u5386\u53f2\u6570\u636e\uff0c\u518d\u7cbe\u5999\u7684\u7b56\u7565\u4e5f\u65e0\u6cd5\u8fdb\u884c\u6709\u6548\u7684\u56de\u6d4b\u9a8c\u8bc1\u3002\u770b\u6d77\u91cf\u5316\u56de\u6d4b\u7cfb\u7edf\u6df1\u8c19\u6b64\u9053\uff0c\u4e13\u95e8\u8bbe\u8ba1\u4e86\u529f\u80fd\u5f3a\u5927\u7684\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\uff0c\u786e\u4fdd\u7528\u6237\u5728\u7b56\u7565\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u62e5\u6709\u5145\u8db3\u53ef\u9760\u7684\u6570\u636e\u652f\u6491\u3002<\/p>\n<blockquote><p>\n  \ud83d\udca1 <strong>\u7248\u672c\u8bf4\u660e<\/strong>\uff1a\u672c\u7ae0\u5185\u5bb9\u9002\u7528\u4e8e <strong>V2 \u7248\u672c<\/strong> \u4ee5\u53ca <strong>V3 \u7248\u672c\u7684\u975e\u6570\u636e\u5e93\u6a21\u5f0f<\/strong>\u3002\u5bf9\u4e8e V3 \u7248\u672c\u7528\u6237\uff0c\u6211\u4eec\u5f3a\u70c8\u5efa\u8bae\u4f7f\u7528\u5168\u65b0\u7684 <strong>DuckDB \u6570\u636e\u5e93\u6a21\u5f0f<\/strong> \u6765\u7ba1\u7406\u6570\u636e\uff0c\u8be6\u89c1<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/chapter2-5\/\">\u6570\u636e\u5e93\u6a21\u5757<\/a>\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u6211\u4eec\u4ecd\u63a8\u8350 V3 \u7528\u6237\u9605\u8bfb\u672c\u7ae0\uff0c\u8fd9\u6709\u52a9\u4e8e\u60a8\u7406\u89e3 miniQMT \u5728\u672c\u5730\u5b58\u50a8\u6570\u636e\u7684\u5e95\u5c42\u6a21\u5f0f\uff0c\u5bf9\u6df1\u5165\u638c\u63e1\u7cfb\u7edf\u539f\u7406\u5927\u6709\u88e8\u76ca\u3002\n<\/p><\/blockquote>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_7de46c7dbf28d122854b665004169219.jpg\" width=\"70%\" \/>\n<\/p>\n<h2>1 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\u6838\u5fc3\u6982\u5ff5\u8fa8\u6790<\/h3>\n<p>\u5728\u6df1\u5165\u4e86\u89e3\u5404\u4e2a\u6a21\u5757\u4e4b\u524d\uff0c\u9996\u5148\u9700\u8981\u660e\u786e\u4e24\u4e2a\u5bb9\u6613\u6df7\u6dc6\u7684\u6982\u5ff5\uff1a<strong>\u6570\u636e\u8865\u5145\u4e0e\u6570\u636e\u4e0b\u8f7d<\/strong>\u3002\u8fd9\u4e24\u4e2a\u6982\u5ff5\u867d\u7136\u90fd\u6d89\u53ca\u83b7\u53d6\u80a1\u7968\u6570\u636e\uff0c\u4f46\u5176\u76ee\u7684\u548c\u7528\u9014\u622a\u7136\u4e0d\u540c\u3002<\/p>\n<p><strong>\u6570\u636e\u8865\u5145<\/strong>\u662f\u6307\u5c06\u80a1\u7968\u7684\u5386\u53f2\u884c\u60c5\u6570\u636e\u4e0b\u8f7d\u5e76\u5b58\u50a8\u5230\u672c\u5730\u7684\u4e8c\u8fdb\u5236\u683c\u5f0f\u6587\u4ef6\u4e2d\uff0c\u8fd9\u4e9b\u6570\u636e<strong>\u4e13\u95e8\u4f9b\u7cfb\u7edf\u5185\u90e8\u7684\u56de\u6d4b\u5f15\u64ce\u4f7f\u7528<\/strong>\u3002\u8865\u5145\u7684\u6570\u636e\u4ee5\u9ad8\u6548\u7684\u4e8c\u8fdb\u5236\u683c\u5f0f\u5b58\u50a8\uff0c\u80fd\u591f\u5feb\u901f\u8bfb\u53d6\u548c\u5904\u7406\uff0c\u662f\u7b56\u7565\u56de\u6d4b\u7684\u57fa\u7840\u3002\u8fd9\u4e9b\u6570\u636e\u5b58\u50a8\u5728<code>userdata_mini\\datadir<\/code>\u76ee\u5f55\u4e0b\uff0c\u6309\u7167\u4ea4\u6613\u6240\u3001\u5468\u671f\u548c\u65f6\u95f4\u6bb5\u8fdb\u884c\u5206\u7c7b\u7ec4\u7ec7\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/06\/datadir%E6%96%87%E4%BB%B6%E5%A4%B9.png\" alt=\"datadir\u76ee\u5f55\" \/>\n<\/p>\n<p align=\"center\">datadir\u76ee\u5f55<\/p>\n<p>\u5176\u4e2d\u5305\u62ec\u4e86\u4e0a\u4ea4\u6240\u3001\u6df1\u4ea4\u6240\u80a1\u7968\u3001\u6743\u91cd\u4fe1\u606f\u3001\u6210\u5206\u80a1\u4fe1\u606f\u7b49\u7b49\u3002\u6253\u5f00\u201cSH\u201d\u6587\u4ef6\u5939\u53ef\u4ee5\u770b\u5230\u6709\u8fd9\u51e0\u4e2a\u5b50\u6587\u4ef6\u5939\uff1a<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/06\/datadir.png\" alt=\"SH\u6587\u4ef6\u5939\u5185\u6570\u636e\" \/>\n<\/p>\n<p align=\"center\">SH\u6587\u4ef6\u5939\u5185\u6570\u636e<\/p>\n<p>\u5176\u4e2d\u6587\u4ef6\u5939\u7684\u6570\u5b57\u4ee3\u8868\u7684\u662f\u79d2\uff0c0\u6587\u4ef6\u5939\u4e2d\u5b58\u7684\u662ftick\u6570\u636e\uff0c60\u5b58\u7684\u662f1m\u6570\u636e\uff0c300\u5b58\u7684\u662f5m\u6570\u636e\uff0c86400\u5219\u662f1d\u6570\u636e\u3002\u518d\u8fdb\u4e00\u6b65\u6253\u5f00\u5219\u662fDAT\u6587\u4ef6\uff0c\u8fd9\u5c31\u662fQMT\u7684\u4e8c\u8fdb\u5236\u6570\u636e\u4e86\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/06\/DAT%E6%95%B0%E6%8D%AE.png\" alt=\"DAT\u6570\u636e\" \/>\n<\/p>\n<p align=\"center\">DAT\u6570\u636e<\/p>\n<p>&#8220;\u6570\u636e\u4e0b\u8f7d&#8221;\u529f\u80fd\u7684\u6838\u5fc3\u5728\u4e8e\u5c06\u91d1\u878d\u6570\u636e\u4ee5\u72ec\u7acb\u3001\u53ef\u89c1\u3001\u53ef\u76f4\u63a5\u64cd\u4f5c\u7684 <code>.csv<\/code> 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align=\"center\">csv\u6570\u636e\u6587\u4ef6<\/p>\n<p>\u7406\u89e3\u8fd9\u4e24\u4e2a\u6982\u5ff5\u7684\u533a\u522b\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>\u5bf9\u4e8e\u5927\u591a\u6570\u65b0\u624b\u6765\u8bf4\uff0c\u4f60\u9700\u8981\u4f7f\u7528\u7684\u662f\u201c\u6570\u636e\u8865\u5145\u201d\u800c\u975e\u201c\u6570\u636e\u4e0b\u8f7d\u201d\u529f\u80fd\u3002\u5728\u540e\u7eed\u4e00\u4e9b\u8fdb\u9636\u7684\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u4f1a\u4f7f\u7528\u201c\u6570\u636e\u4e0b\u8f7d\u201d\u5f97\u5230\u7684CSV\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\uff0c\u4ee5\u6f14\u793a\u201c\u6570\u636e\u4e0b\u8f7d\u201d\u529f\u80fd\u7684\u7528\u6cd5\u3002<\/p>\n<h3>1.2 \u4e09\u5927\u6570\u636e\u7ba1\u7406\u6a21\u5757<\/h3>\n<p>\u57fa\u4e8e\u4e0a\u8ff0\u6982\u5ff5\uff0c\u770b\u6d77\u91cf\u5316\u56de\u6d4b\u7cfb\u7edf\u5c06\u6570\u636e\u7ba1\u7406\u529f\u80fd\u5212\u5206\u4e3a\u4e09\u4e2a\u72ec\u7acb\u800c\u53c8\u76f8\u4e92\u5173\u8054\u7684\u6a21\u5757\uff1a<\/p>\n<p><strong>\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757<\/strong>\u8d1f\u8d23\u67e5\u770b\u548c\u7ba1\u7406\u5df2\u7ecf\u5b58\u50a8\u5728\u672c\u5730\u7684\u4e8c\u8fdb\u5236\u683c\u5f0f\u6570\u636e\u3002\u901a\u8fc7\u8fd9\u4e2a\u6a21\u5757\uff0c\u7528\u6237\u53ef\u4ee5\u76f4\u89c2\u5730\u4e86\u89e3\u672c\u5730\u6570\u636e\u7684\u5b58\u50a8\u60c5\u51b5\uff0c\u67e5\u770b\u7279\u5b9a\u80a1\u7968\u5728\u7279\u5b9a\u65f6\u95f4\u6bb5\u7684\u8be6\u7ec6\u884c\u60c5\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u5fc5\u8981\u7684\u6570\u636e\u8865\u5145\u64cd\u4f5c\u3002\u8fd9\u4e2a\u6a21\u5757\u5c31\u50cf\u4e00\u4e2a\u6570\u636e\u4ed3\u5e93\u7684\u7ba1\u7406\u5458\uff0c\u8ba9\u7528\u6237\u5bf9\u672c\u5730\u6570\u636e\u7684\u72b6\u51b5\u4e86\u5982\u6307\u638c\u3002<\/p>\n<p><strong>\u5b9a\u65f6\u8865\u5145\u6570\u636e\u6a21\u5757<\/strong>\u5b9e\u73b0\u4e86\u6570\u636e\u8865\u5145\u7684\u81ea\u52a8\u5316\u3002\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e\u5b9a\u65f6\u4efb\u52a1\uff0c\u8ba9\u7cfb\u7edf\u5728\u6bcf\u4e2a\u4ea4\u6613\u65e5\u7684\u6307\u5b9a\u65f6\u95f4\u81ea\u52a8\u8865\u5145\u6700\u65b0\u7684\u884c\u60c5\u6570\u636e\u3002\u8fd9\u4e2a\u6a21\u5757\u7279\u522b\u9002\u5408\u90a3\u4e9b\u9700\u8981\u6bcf\u65e5\u66f4\u65b0\u6570\u636e\u8fdb\u884c\u7b56\u7565\u56de\u6d4b\u7684\u7528\u6237\uff0c\u514d\u53bb\u4e86\u624b\u52a8\u64cd\u4f5c\u7684\u7e41\u7410\uff0c\u786e\u4fdd\u6570\u636e\u59cb\u7ec8\u4fdd\u6301\u6700\u65b0\u72b6\u6001\u3002<\/p>\n<p><strong>CSV\u6570\u636e\u7ba1\u7406\u6a21\u5757<\/strong>\u4e13\u6ce8\u4e8e\u6570\u636e\u7684\u5bfc\u51fa\u548c\u6e05\u6d17\u529f\u80fd\u3002\u901a\u8fc7\u8fd9\u4e2a\u6a21\u5757\uff0c\u7528\u6237\u53ef\u4ee5\u5c06\u9700\u8981\u7684\u80a1\u7968\u6570\u636e\u4ee5CSV\u683c\u5f0f\u4e0b\u8f7d\u5230\u672c\u5730\uff0c\u5e76\u4f7f\u7528\u5185\u7f6e\u7684\u6570\u636e\u6e05\u6d17\u5de5\u5177\u5904\u7406\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u503c\u3001\u7f3a\u5931\u503c\u7b49\u95ee\u9898\u3002\u6e05\u6d17\u540e\u7684\u9ad8\u8d28\u91cf\u6570\u636e\u53ef\u4ee5\u76f4\u63a5\u7528\u4e8e\u5404\u79cd\u6570\u636e\u5206\u6790\u573a\u666f\u3002\u6211\u8fd8\u4e13\u95e8\u4e3a\u8be5\u6a21\u5757\u5f00\u53d1\u4e86\u4e00\u4e2a\u53ef\u89c6\u5316\u7814\u7a76\u7684\u5b50\u6a21\u5757\u3002<\/p>\n<h3>1.3 \u6570\u636e\u5b58\u50a8\u7ed3\u6784<\/h3>\n<p>\u4e86\u89e3\u6570\u636e\u7684\u5b58\u50a8\u7ed3\u6784\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u4f7f\u7528\u6570\u636e\u7ba1\u7406\u529f\u80fd\u3002miniQMT\u7684\u4e8c\u7ea7\u5236\u672c\u5730\u6570\u636e\u91c7\u7528\u4e86\u5c42\u6b21\u5316\u7684\u76ee\u5f55\u7ed3\u6784\u6765\u7ec4\u7ec7\u6570\u636e\uff1a<\/p>\n<pre><code class=\"line-numbers\">userdata_mini\/\n\u2514\u2500\u2500 datadir\/\n    \u251c\u2500\u2500 SH\/                     # \u4e0a\u6d77\u4ea4\u6613\u6240\u6570\u636e\n    \u2502   \u251c\u2500\u2500 0\/                  # tick\u6570\u636e\n    \u2502   \u2502   \u2514\u2500\u2500 600000\/         # \u80a1\u7968\u4ee3\u7801\u6587\u4ef6\u5939\n    \u2502   \u2502       \u251c\u2500\u2500 20240101.dat\n    \u2502   \u2502       \u2514\u2500\u2500 20240102.dat\n    \u2502   \u251c\u2500\u2500 60\/                 # 1\u5206\u949f\u7ebf\u6570\u636e\n    \u2502   \u2502   \u2514\u2500\u2500 600000.dat\n    \u2502   \u251c\u2500\u2500 300\/                # 5\u5206\u949f\u7ebf\u6570\u636e\n    \u2502   \u2502   \u2514\u2500\u2500 600000.dat\n    \u2502   \u2514\u2500\u2500 86400\/              # \u65e5\u7ebf\u6570\u636e\n    \u2502       \u2514\u2500\u2500 600000.dat\n    \u2514\u2500\u2500 SZ\/                     # \u6df1\u5733\u4ea4\u6613\u6240\u6570\u636e\n        \u2514\u2500\u2500 ...                 # \u7ed3\u6784\u540c\u4e0a\u6d77\u4ea4\u6613\u6240\n<\/code><\/pre>\n<p>\u5728\u8fd9\u4e2a\u7ed3\u6784\u4e2d\uff0c\u7b2c\u4e00\u5c42\u6309\u4ea4\u6613\u6240\u5212\u5206\uff08SH\u4ee3\u8868\u4e0a\u6d77\uff0cSZ\u4ee3\u8868\u6df1\u5733\uff09\uff0c\u7b2c\u4e8c\u5c42\u6309\u6570\u636e\u5468\u671f\u5212\u5206\uff080\u4ee3\u8868tick\uff0c60\u4ee3\u88681\u5206\u949f\uff0c300\u4ee3\u88685\u5206\u949f\uff0c86400\u4ee3\u8868\u65e5\u7ebf\uff09\u3002\u5bf9\u4e8etick\u6570\u636e\uff0c\u7531\u4e8e\u6570\u636e\u91cf\u5de8\u5927\uff0c\u8fdb\u4e00\u6b65\u6309\u80a1\u7968\u4ee3\u7801\u521b\u5efa\u5b50\u6587\u4ef6\u5939\uff0c\u6bcf\u4e2a\u4ea4\u6613\u65e5\u7684\u6570\u636e\u5b58\u50a8\u4e3a\u4e00\u4e2a\u72ec\u7acb\u7684.dat\u6587\u4ef6\u3002\u800cK\u7ebf\u6570\u636e\u5219\u76f4\u63a5\u4ee5\u80a1\u7968\u4ee3\u7801\u547d\u540d\u6587\u4ef6\uff0c\u6240\u6709\u65f6\u95f4\u6bb5\u7684\u6570\u636e\u5b58\u50a8\u5728\u540c\u4e00\u4e2a\u6587\u4ef6\u4e2d\u3002<\/p>\n<p>\u5728\u672c\u5730\u7ba1\u7406\u6a21\u5757\u7684\u4f7f\u7528\u4e2d\uff0c\u4f60\u5c06\u4f1a\u5bf9\u8be5\u7ed3\u6784\u6709\u66f4\u6df1\u7684\u4e86\u89e3\u3002<\/p>\n<h2>2 \u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757<\/h2>\n<p>\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757\u662f\u6570\u636e\u7ba1\u7406\u4f53\u7cfb\u7684\u6838\u5fc3\u7ec4\u4ef6\uff0c\u63d0\u4f9b\u4e86\u76f4\u89c2\u7684\u754c\u9762\u6765\u67e5\u770b\u548c\u7ba1\u7406\u5b58\u50a8\u5728\u672c\u5730\u7684\u6240\u6709\u5386\u53f2\u884c\u60c5\u6570\u636e\u3002\u901a\u8fc7\u4e3b\u754c\u9762\u5de5\u5177\u680f\u4e2d\u7684&#8221;\u672c\u5730\u6570\u636e\u7ba1\u7406&#8221;\u6309\u94ae\u5373\u53ef\u6253\u5f00\u6b64\u6a21\u5757\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757.png\" alt=\"\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757\u754c\u9762\" \/>\n<\/p>\n<p align=\"center\">\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757\u754c\u9762<\/p>\n<h3>2.1 \u754c\u9762\u5e03\u5c40\u4e0e\u529f\u80fd\u5206\u533a<\/h3>\n<p>\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757\u91c7\u7528\u4e86\u7ecf\u5178\u7684\u4e09\u680f\u5f0f\u5e03\u5c40\u8bbe\u8ba1\uff0c\u4ece\u5de6\u5230\u53f3\u4f9d\u6b21\u4e3a\uff1a\u6570\u636e\u8865\u5145\u5de5\u5177\u680f\u3001\u6570\u636e\u7ed3\u6784\u6811\u548c\u6570\u636e\u5185\u5bb9\u5c55\u793a\u533a\u3002\u8fd9\u79cd\u5e03\u5c40\u65e2\u4fdd\u8bc1\u4e86\u529f\u80fd\u7684\u5b8c\u6574\u6027\uff0c\u53c8\u63d0\u4f9b\u4e86\u826f\u597d\u7684\u64cd\u4f5c\u4f53\u9a8c\u3002<\/p>\n<p>\u5de6\u4fa7\u7684\u6570\u636e\u8865\u5145\u5de5\u5177\u680f\u96c6\u6210\u4e86\u5feb\u901f\u8865\u5145\u6570\u636e\u7684\u529f\u80fd\u3002\u7528\u6237\u65e0\u9700\u8fd4\u56de\u4e3b\u754c\u9762\uff0c\u5c31\u53ef\u4ee5\u76f4\u63a5\u5728\u67e5\u770b\u6570\u636e\u7684\u540c\u65f6\u8fdb\u884c\u6570\u636e\u8865\u5145\u64cd\u4f5c\u3002\u5de5\u5177\u680f\u5305\u542b\u4e86\u80a1\u7968\u6c60\u9009\u62e9\u3001\u5468\u671f\u7c7b\u578b\u9009\u62e9\u3001\u65e5\u671f\u8303\u56f4\u8bbe\u7f6e\u7b49\u5e38\u7528\u529f\u80fd\uff0c\u5e76\u914d\u6709\u6e05\u6670\u7684\u64cd\u4f5c\u6309\u94ae\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u6570\u636e\u8865\u5145.png\" alt=\"\u6570\u636e\u8865\u5145\u5de5\u5177\u680f\" width = 30%\/>\n<\/p>\n<p align=\"center\">\u6570\u636e\u8865\u5145\u5de5\u5177\u680f\u754c\u9762<\/p>\n<p>\u4e2d\u95f4\u7684\u6570\u636e\u7ed3\u6784\u6811\u4ee5\u6811\u5f62\u7ed3\u6784\u5c55\u793a\u4e86\u672c\u5730\u6570\u636e\u7684\u7ec4\u7ec7\u5c42\u6b21\u3002\u6700\u9876\u5c42\u663e\u793a\u4ea4\u6613\u6240\uff08\u4e0a\u4ea4\u6240\u3001\u6df1\u4ea4\u6240\uff09\uff0c\u5c55\u5f00\u540e\u53ef\u4ee5\u770b\u5230\u5404\u4e2a\u6570\u636e\u5468\u671f\uff08tick\u6570\u636e\u30011\u5206\u949f\u7ebf\u30015\u5206\u949f\u7ebf\u3001\u65e5\u7ebf\uff09\uff0c\u518d\u6b21\u5c55\u5f00\u5219\u663e\u793a\u8be5\u5468\u671f\u4e0b\u6240\u6709\u6709\u6570\u636e\u7684\u80a1\u7968\u5217\u8868\u3002\u8fd9\u79cd\u5c42\u6b21\u5316\u7684\u5c55\u793a\u65b9\u5f0f\u8ba9\u7528\u6237\u80fd\u591f\u5feb\u901f\u5b9a\u4f4d\u5230\u611f\u5174\u8da3\u7684\u6570\u636e\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u6570\u636e\u7ed3\u6784\u6811.png\" alt=\"\u6570\u636e\u7ed3\u6784\u6811\" \/>\n<\/p>\n<p align=\"center\">\u6570\u636e\u7ed3\u6784\u6811\u5c55\u793a<\/p>\n<p>\u53f3\u4fa7\u7684\u6570\u636e\u5185\u5bb9\u5c55\u793a\u533a\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u8868\u683c\u63a7\u4ef6\uff0c\u7528\u4e8e\u663e\u793a\u5177\u4f53\u7684\u884c\u60c5\u6570\u636e\u3002\u8868\u683c\u652f\u6301\u6392\u5e8f\u3001\u7b5b\u9009\u7b49\u64cd\u4f5c\uff0c\u5e76\u4e14\u4f1a\u6839\u636e\u6570\u636e\u7c7b\u578b\u81ea\u52a8\u8c03\u6574\u5217\u7684\u663e\u793a\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u6570\u636e\u7ed3\u6784.png\" alt=\"\u6570\u636e\u5185\u5bb9\u5c55\u793a\u533a\" \/>\n<\/p>\n<p align=\"center\">\u6570\u636e\u5185\u5bb9\u5c55\u793a\u533a<\/p>\n<h3>2.2 \u6570\u636e\u67e5\u770b\u64cd\u4f5c\u6d41\u7a0b<\/h3>\n<p>\u4f7f\u7528\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757\u67e5\u770b\u6570\u636e\u7684\u64cd\u4f5c\u6d41\u7a0b\u8bbe\u8ba1\u5f97\u975e\u5e38\u76f4\u89c2\u3002\u9996\u5148\uff0c\u5728\u4e2d\u95f4\u7684\u6570\u636e\u7ed3\u6784\u6811\u4e2d\u70b9\u51fb\u60f3\u8981\u67e5\u770b\u7684\u4ea4\u6613\u6240\u8282\u70b9\uff0c\u4f8b\u5982&#8221;\u4e0a\u4ea4\u6240&#8221;\u3002\u6b64\u65f6\u8282\u70b9\u4f1a\u5c55\u5f00\uff0c\u663e\u793a\u8be5\u4ea4\u6613\u6240\u4e0b\u7684\u6240\u6709\u6570\u636e\u5468\u671f\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u70b9\u51fb\u5177\u4f53\u7684\u5468\u671f\u8282\u70b9\uff0c\u6bd4\u5982&#8221;1\u5206\u949f\u7ebf\u6570\u636e&#8221;\u3002\u7cfb\u7edf\u4f1a\u7acb\u5373\u5728\u53f3\u4fa7\u7684\u6570\u636e\u5185\u5bb9\u5c55\u793a\u533a\u663e\u793a\u8be5\u5468\u671f\u4e0b\u6240\u6709\u80a1\u7968\u7684\u5217\u8868\u3002\u5217\u8868\u4e2d\u5305\u542b\u80a1\u7968\u4ee3\u7801\u3001\u80a1\u7968\u540d\u79f0\u3001\u6587\u4ef6\u5927\u5c0f\u3001\u6700\u540e\u4fee\u6539\u65f6\u95f4\u7b49\u4fe1\u606f\uff0c\u8ba9\u7528\u6237\u5bf9\u6570\u636e\u7684\u57fa\u672c\u60c5\u51b5\u4e00\u76ee\u4e86\u7136\u3002<\/p>\n<p>\u8981\u67e5\u770b\u67d0\u53ea\u80a1\u7968\u7684\u5177\u4f53\u6570\u636e\uff0c\u53ea\u9700\u5728\u80a1\u7968\u5217\u8868\u4e2d\u70b9\u51fb\u5bf9\u5e94\u7684\u80a1\u7968\u4ee3\u7801\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u52a0\u8f7d\u8be5\u80a1\u7968\u7684\u6240\u6709\u5386\u53f2\u6570\u636e\u5e76\u663e\u793a\u5728\u8868\u683c\u4e2d\u3002\u52a0\u8f7d\u8fc7\u7a0b\u4e2d\u4f1a\u663e\u793a\u8fdb\u5ea6\u63d0\u793a\uff0c\u5bf9\u4e8e\u6570\u636e\u91cf\u8f83\u5927\u7684\u80a1\u7968\uff0c\u7cfb\u7edf\u91c7\u7528\u4e86\u5f02\u6b65\u52a0\u8f7d\u6280\u672f\uff0c\u786e\u4fdd\u754c\u9762\u4e0d\u4f1a\u51fa\u73b0\u5361\u987f\u3002<\/p>\n<p>\u5bf9\u4e8etick\u6570\u636e\uff0c\u7531\u4e8e\u5176\u7279\u6b8a\u7684\u5b58\u50a8\u65b9\u5f0f\uff0c\u67e5\u770b\u6d41\u7a0b\u7565\u6709\u4e0d\u540c\u3002\u70b9\u51fb&#8221;tick\u6570\u636e&#8221;\u8282\u70b9\u540e\uff0c\u7cfb\u7edf\u9996\u5148\u663e\u793a\u6709tick\u6570\u636e\u7684\u80a1\u7968\u5217\u8868\u3002\u70b9\u51fb\u67d0\u53ea\u80a1\u7968\u540e\uff0c\u4f1a\u8fdb\u4e00\u6b65\u663e\u793a\u8be5\u80a1\u7968\u6240\u6709\u6709\u6570\u636e\u7684\u4ea4\u6613\u65e5\u5217\u8868\u3002\u6700\u540e\u70b9\u51fb\u5177\u4f53\u7684\u65e5\u671f\uff0c\u624d\u4f1a\u52a0\u8f7d\u5e76\u663e\u793a\u5f53\u5929\u7684tick\u6570\u636e\u3002\u8fd9\u79cd\u5206\u7ea7\u52a0\u8f7d\u7684\u65b9\u5f0f\u6709\u6548\u907f\u514d\u4e86\u4e00\u6b21\u6027\u52a0\u8f7d\u5927\u91cf\u6570\u636e\u9020\u6210\u7684\u6027\u80fd\u95ee\u9898\u3002<\/p>\n<h3>2.3 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 \u9700\u8981\u6ce8\u610f\uff0c\u5238\u5546\u63d0\u4f9b\u7684miniQMT\u63a5\u53e3\uff0c\u5bf9\u4e8e\u4e0d\u540c\u5468\u671f\u7684\u6570\u636e\u80fd\u591f\u73b0\u5728\u7684\u65f6\u95f4\u8303\u56f4\u4e0d\u540c\uff0c\u5177\u4f53\u4e3a\uff1a<\/p>\n<p>  tick\uff1a\u652f\u6301\u4e0b\u8f7d\u8fd1\u4e00\u4e2a\u6708\u6570\u636e<\/p>\n<p>  1m\/5m\uff1a\u652f\u6301\u4e0b\u8f7d\u8fd11\u5e74\u6570\u636e<\/p>\n<p>  1d\uff1a\u652f\u6301\u4e0b\u8f7d2005\u5e74\u4ee5\u6765\u6570\u636e\n<\/p><\/blockquote>\n<h2>3 \u5b9a\u65f6\u8865\u5145\u6570\u636e\u6a21\u5757<\/h2>\n<p>\u5b9a\u65f6\u8865\u5145\u6570\u636e\u6a21\u5757\u662f\u770b\u6d77\u91cf\u5316\u56de\u6d4b\u7cfb\u7edf\u7684\u4e00\u5927\u4eae\u70b9\u529f\u80fd\uff0c\u5b83\u5c06\u7e41\u7410\u7684\u65e5\u5e38\u6570\u636e\u66f4\u65b0\u5de5\u4f5c\u5b8c\u5168\u81ea\u52a8\u5316\u3002\u901a\u8fc7\u4e3b\u754c\u9762\u5de5\u5177\u680f\u7684&#8221;\u5b9a\u65f6\u8865\u5145\u6570\u636e&#8221;\u6309\u94ae\u53ef\u4ee5\u6253\u5f00\u6b64\u6a21\u5757\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u6570\u636e\u5b9a\u5b9a\u65f6\u8865\u5145.png\" alt=\"\u5b9a\u65f6\u8865\u5145\u6570\u636e\u6a21\u5757\u754c\u9762\" \/>\n<\/p>\n<p align=\"center\">\u5b9a\u65f6\u8865\u5145\u6570\u636e\u6a21\u5757\u754c\u9762<\/p>\n<h3>3.1 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\u914d\u7f6e\u754c\u9762\u8be6\u89e3<\/h3>\n<p>\u5b9a\u65f6\u8865\u5145\u6570\u636e\u6a21\u5757\u7684\u914d\u7f6e\u754c\u9762\u8bbe\u8ba1\u5f97\u7b80\u6d01\u800c\u5168\u9762\u3002\u754c\u9762\u5de6\u4fa7\u662f\u914d\u7f6e\u533a\u57df\uff0c\u53f3\u4fa7\u662f\u8fd0\u884c\u65e5\u5fd7\u533a\u57df\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u5b9e\u65f6\u4e86\u89e3\u4efb\u52a1\u7684\u6267\u884c\u60c5\u51b5\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u5b9a\u65f6\u8865\u5145\u8bbe\u7f6e.png\" alt=\"\u5b9a\u65f6\u8865\u5145\u914d\u7f6e\u754c\u9762\" \/>\n<\/p>\n<p align=\"center\">\u5b9a\u65f6\u8865\u5145\u914d\u7f6e\u754c\u9762<\/p>\n<p>\u80a1\u7968\u6c60\u9009\u62e9\u533a\u57df\u63d0\u4f9b\u4e86\u4e0e\u672c\u5730\u6570\u636e\u7ba1\u7406\u6a21\u5757\u76f8\u540c\u7684\u80a1\u7968\u6c60\u9009\u9879\u3002\u7528\u6237\u53ef\u4ee5\u9009\u62e9\u4e00\u4e2a\u6216\u591a\u4e2a\u80a1\u7968\u6c60\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5408\u5e76\u5904\u7406\u3002\u7279\u522b\u503c\u5f97\u4e00\u63d0\u7684\u662f&#8221;\u81ea\u5b9a\u4e49\u80a1\u7968\u6c60&#8221;\u9009\u9879\uff0c\u7528\u6237\u53ef\u4ee5\u7ef4\u62a4\u4e00\u4e2a\u81ea\u5df1\u5173\u6ce8\u7684\u80a1\u7968\u5217\u8868\uff0c\u7cfb\u7edf\u4f1a\u4f18\u5148\u8865\u5145\u8fd9\u4e9b\u80a1\u7968\u7684\u6570\u636e\u3002<\/p>\n<p>\u5468\u671f\u7c7b\u578b\u9009\u62e9\u652f\u6301\u591a\u9009\uff0c\u7528\u6237\u53ef\u4ee5\u540c\u65f6\u9009\u62e9\u591a\u4e2a\u6570\u636e\u5468\u671f\u8fdb\u884c\u8865\u5145\u3002\u6bd4\u5982\u540c\u65f6\u9009\u62e91\u5206\u949f\u7ebf\u548c\u65e5\u7ebf\uff0c\u7cfb\u7edf\u4f1a\u4f9d\u6b21\u8865\u5145\u8fd9\u4e24\u79cd\u5468\u671f\u7684\u6570\u636e\u3002\u8fd9\u79cd\u8bbe\u8ba1\u907f\u514d\u4e86\u9700\u8981\u914d\u7f6e\u591a\u4e2a\u4efb\u52a1\u7684\u9ebb\u70e6\u3002<\/p>\n<p>\u5b9a\u65f6\u8bbe\u7f6e\u662f\u6574\u4e2a\u6a21\u5757\u7684\u6838\u5fc3\u3002\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e\u6bcf\u5929\u6267\u884c\u8865\u5145\u4efb\u52a1\u7684\u5177\u4f53\u65f6\u95f4\u3002\u5efa\u8bae\u8bbe\u7f6e\u572816:00\u4ee5\u540e\uff0c\u786e\u4fdd\u5f53\u5929\u7684\u4ea4\u6613\u5df2\u7ecf\u7ed3\u675f\uff0c\u6240\u6709\u6570\u636e\u90fd\u5df2\u7ecf\u4ea7\u751f\u3002\u7cfb\u7edf\u4f1a\u5728\u8bbe\u5b9a\u65f6\u95f4\u81ea\u52a8\u5524\u9192\u5e76\u6267\u884c\u4efb\u52a1\u3002<\/p>\n<p>\u9664\u4e86\u5b9a\u65f6\u6267\u884c\uff0c\u6a21\u5757\u8fd8\u63d0\u4f9b\u4e86&#8221;\u7acb\u5373\u6267\u884c\u4e00\u6b21&#8221;\u7684\u529f\u80fd\u3002\u8fd9\u5728\u521d\u6b21\u914d\u7f6e\u6216\u9700\u8981\u4e34\u65f6\u8865\u5145\u6570\u636e\u65f6\u975e\u5e38\u6709\u7528\u3002\u70b9\u51fb\u8be5\u6309\u94ae\uff0c\u7cfb\u7edf\u4f1a\u7acb\u5373\u6309\u7167\u5f53\u524d\u914d\u7f6e\u6267\u884c\u4e00\u6b21\u6570\u636e\u8865\u5145\u4efb\u52a1\u3002<\/p>\n<h3>3.3 \u4efb\u52a1\u6267\u884c\u4e0e\u76d1\u63a7<\/h3>\n<p>\u5f53\u5b9a\u65f6\u4efb\u52a1\u5f00\u59cb\u6267\u884c\u65f6\uff0c\u53f3\u4fa7\u7684\u8fd0\u884c\u65e5\u5fd7\u533a\u57df\u4f1a\u5b9e\u65f6\u663e\u793a\u8be6\u7ec6\u7684\u6267\u884c\u4fe1\u606f\u3002\u65e5\u5fd7\u91c7\u7528\u65f6\u95f4\u6233\u683c\u5f0f\uff0c\u6e05\u6670\u8bb0\u5f55\u6bcf\u4e2a\u64cd\u4f5c\u6b65\u9aa4\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/07\/\u5b9a\u65f6\u8865\u5145\u65e5\u5fd7.png\" alt=\"\u5b9a\u65f6\u4efb\u52a1\u6267\u884c\u65e5\u5fd7\" \/>\n<\/p>\n<p align=\"center\">\u5b9a\u65f6\u4efb\u52a1\u6267\u884c\u65e5\u5fd7\u793a\u4f8b<\/p>\n<p>\u4efb\u52a1\u5f00\u59cb\u65f6\uff0c\u7cfb\u7edf\u9996\u5148\u68c0\u67e5\u5f53\u5929\u662f\u5426\u4e3a\u4ea4\u6613\u65e5\u3002\u5982\u679c\u4e0d\u662f\u4ea4\u6613\u65e5\uff0c\u4f1a\u5728\u65e5\u5fd7\u4e2d\u8bb0\u5f55\u5e76\u8df3\u8fc7\u672c\u6b21\u6267\u884c\u3002\u5982\u679c\u662f\u4ea4\u6613\u65e5\uff0c\u7cfb\u7edf\u4f1a\u6309\u7167\u914d\u7f6e\u7684\u80a1\u7968\u6c60\u548c\u5468\u671f\u7c7b\u578b\uff0c\u9010\u4e00\u8fdb\u884c\u6570\u636e\u8865\u5145\u3002<\/p>\n<p>\u6267\u884c\u8fc7\u7a0b\u4e2d\uff0c\u65e5\u5fd7\u4f1a\u663e\u793a\u5f53\u524d\u6b63\u5728\u5904\u7406\u7684\u80a1\u7968\u6c60\u3001\u6b63\u5728\u8865\u5145\u7684\u5468\u671f\u7c7b\u578b\u3001\u5904\u7406\u8fdb\u5ea6\u7b49\u4fe1\u606f\u3002\u5982\u679c\u67d0\u53ea\u80a1\u7968\u7684\u6570\u636e\u8865\u5145\u5931\u8d25\uff0c\u7cfb\u7edf\u4f1a\u8bb0\u5f55\u8be6\u7ec6\u7684\u9519\u8bef\u4fe1\u606f\uff0c\u4f46\u4e0d\u4f1a\u4e2d\u65ad\u6574\u4e2a\u4efb\u52a1\u7684\u6267\u884c\u3002\u8fd9\u79cd\u5bb9\u9519\u8bbe\u8ba1\u786e\u4fdd\u4e86\u4e2a\u522b\u80a1\u7968\u7684\u95ee\u9898\u4e0d\u4f1a\u5f71\u54cd\u6574\u4f53\u6570\u636e\u66f4\u65b0\u3002<\/p>\n<p>\u4efb\u52a1\u5b8c\u6210\u540e\uff0c\u7cfb\u7edf\u4f1a\u751f\u6210\u6267\u884c\u6458\u8981\uff0c\u5305\u62ec\u6210\u529f\u8865\u5145\u7684\u80a1\u7968\u6570\u91cf\u3001\u5931\u8d25\u7684\u80a1\u7968\u5217\u8868\u3001\u603b\u8017\u65f6\u7b49\u5173\u952e\u4fe1\u606f\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e9b\u4fe1\u606f\u5feb\u901f\u4e86\u89e3\u4efb\u52a1\u7684\u6267\u884c\u7ed3\u679c\u3002<\/p>\n<h2>4 CSV\u6570\u636e\u6a21\u5757:CSV\u6570\u636e\u4e0b\u8f7d<\/h2>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/06\/\u6570\u636e\u5de5\u5177\u754c\u9762.png\" alt=\"\u6570\u636e\u5de5\u5177\u754c\u9762\" \/>\n<\/p>\n<p align=\"center\">CSV\u6570\u636e\u6a21\u5757\u754c\u9762<\/p>\n<h3>4.1 \u8bbe\u7f6e\u6570\u636e\u5b58\u50a8\u8def\u5f84<\/h3>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_53f4904034701c34ca8f3015d53c81d0.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u6b64\u8def\u5f84<strong>\u4ec5\u5bf9&#8221;\u6570\u636e\u4e0b\u8f7d&#8221;\u529f\u80fd\u6709\u6548<\/strong>\uff0c\u6307\u5b9a\u751f\u6210\u7684.csv\u6587\u4ef6\u5b58\u653e\u5728\u4f55\u5904\u3002\u60a8\u53ef\u4ee5\u76f4\u63a5\u5728\u8f93\u5165\u6846\u7c98\u8d34\u8def\u5f84\uff0c\u6216\u901a\u8fc7&#8221;\u6d4f\u89c8&#8230;&#8221;\u6309\u94ae\u9009\u62e9\u3002\u6b64\u8bbe\u7f6e\u4f1a\u81ea\u52a8\u4fdd\u5b58\uff0c\u4e0b\u6b21\u65e0\u9700\u91cd\u590d\u8bbe\u7f6e\u3002<\/p>\n<p>\ud83d\udca1 &#8220;\u6570\u636e\u8865\u5145&#8221;\u7684\u8def\u5f84<\/p>\n<p>&#8220;\u6570\u636e\u8865\u5145&#8221;\u529f\u80fd\u4f1a\u76f4\u63a5\u5c06\u6570\u636e\u5199\u5165QMT\u7684\u5185\u90e8\u6570\u636e\u76ee\u5f55\uff08\u901a\u5e38\u662f userdata_mini\\datadir\uff09\uff0c\u800c<strong>\u4e0d\u53d7\u6b64\u8def\u5f84\u8bbe\u7f6e\u7684\u5f71\u54cd<\/strong>\u3002<\/p>\n<h3>4.2 \u9009\u62e9\u80a1\u7968\u8303\u56f4<\/h3>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/01\/wp_editor_md_5283e251550080f943981f30b89dffa9.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u7cfb\u7edf\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u5f0f\u6765\u5b9a\u4e49\u60a8\u60f3\u83b7\u53d6\u6570\u636e\u7684\u80a1\u7968\u8303\u56f4\uff1a<\/p>\n<ul>\n<li>\u9884\u8bbe\u677f\u5757\/\u6307\u6570\uff1a\u76f4\u63a5\u52fe\u9009&#8221;\u6caa\u6df1A\u80a1&#8221;\u3001&#8221;\u6caa\u6df1300\u6210\u5206\u80a1&#8221;\u7b49\u5e38\u7528\u677f\u5757\u3002<\/li>\n<li>\u81ea\u9009\u6e05\u5355\uff1a\u7cfb\u7edf\u63d0\u4f9b\u4e86\u4e00\u4e2a\u4fbf\u6377\u7684&#8221;\u81ea\u9009\u6e05\u5355&#8221;\u529f\u80fd\u3002\u52fe\u9009\u6b64\u9879\u540e\uff0c\u76f4\u63a5\u70b9\u51fb\u52a0\u7c97\u5e26\u4e0b\u5212\u7ebf\u7684&#8221;<strong><u>\u81ea\u9009\u6e05\u5355<\/u><\/strong>&#8220;\u6587\u5b57\uff0c\u5373\u53ef\u7528\u8bb0\u4e8b\u672c\u6253\u5f00 otheridx.csv \u6587\u4ef6\uff0c\u4eff\u7167\u5176\u4e2d\u7684\u683c\u5f0f\uff08\u80a1\u7968\u4ee3\u7801,\u80a1\u7968\u540d\u79f0\uff09\u7f16\u8f91\u548c\u4fdd\u5b58\u60a8\u7684\u5e38\u7528\u5217\u8868\u3002<\/li>\n<li>\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5217\u8868\uff1a\u70b9\u51fb&#8221;\u6dfb\u52a0\u81ea\u5b9a\u4e49\u5217\u8868&#8221;\u6309\u94ae\uff0c\u53ef\u4ee5\u4ece\u60a8\u7684\u7535\u8111\u4e2d\u9009\u62e9\u4e00\u4e2a\u6216\u591a\u4e2a\u5df2\u7f16\u8f91\u597d\u7684\u80a1\u7968\u5217\u8868\u6587\u4ef6\u3002<\/li>\n<li>\u9884\u89c8\u4e0e\u7ba1\u7406\uff1a\u6240\u6709\u9009\u4e2d\u7684\u5217\u8868\u90fd\u4f1a\u663e\u793a\u5728\u4e0b\u65b9\u7684\u9884\u89c8\u6846\u4e2d\uff0c\u53ef\u968f\u65f6\u70b9\u51fb&#8221;\u6e05\u7a7a\u5217\u8868&#8221;\u6765\u91cd\u65b0\u9009\u62e9\u3002<\/li>\n<\/ul>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_222892d75c5d72d5969849d59af61f8e.jpg\" style=\"\n    width: 170px;\n    height: 200px;\n    margin: 10px auto;\n    display: block;\"><br \/>\n  <br \/>\n  <span style=\"color: #888;\"><i>CSV\u6587\u4ef6\u5185\u5bb9\u793a\u4f8b<\/i><\/span>\n<\/p>\n<h3>4.3 \u914d\u7f6e\u6570\u636e\u53c2\u6570<\/h3>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/01\/wp_editor_md_dc886c96ae1a9c0a995aae6f3735d07e.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<ul>\n<li>\u5468\u671f\u7c7b\u578b\uff1a\u652f\u6301<code>tick<\/code>\u3001<code>1m<\/code>\u3001<code>5m<\/code>\u548c<code>1d<\/code>\u56db\u79cd\u3002\u5f53\u60a8\u5207\u6362\u5468\u671f\u65f6\uff0c\u4e0b\u65b9\u7684&#8221;\u5b57\u6bb5\u5217\u8868&#8221;\u4f1a\u81ea\u52a8\u66f4\u65b0\u3002<\/li>\n<li>\u590d\u6743\u65b9\u5f0f\uff1a\u6b64\u9879\u4ec5\u5bf9&#8221;\u6570\u636e\u4e0b\u8f7d&#8221;\u6709\u6548\u3002\u60a8\u53ef\u4ee5\u9009\u62e9&#8221;\u524d\u590d\u6743&#8221;\u3001&#8221;\u540e\u590d\u6743&#8221;\u7b49\uff0c\u4ee5\u83b7\u53d6\u8ba1\u7b97\u597d\u7684\u590d\u6743\u6570\u636ecsv\u6587\u4ef6\u3002\u6267\u884c&#8221;\u6570\u636e\u8865\u5145&#8221;\u65f6\uff0c\u7cfb\u7edf\u59cb\u7ec8\u5199\u5165\u4e0d\u590d\u6743\u7684\u539f\u59cb\u884c\u60c5\u3002<\/li>\n<li>\u5b57\u6bb5\u9009\u62e9\uff1a\u6839\u636e\u60a8\u7684\u9700\u6c42\u52fe\u9009\u8981\u83b7\u53d6\u7684\u6570\u636e\u5b57\u6bb5\u3002Tick\u5468\u671f\u548cK\u7ebf\u5468\u671f\u6240\u652f\u6301\u7684\u5b57\u6bb5\u6709\u6240\u4e0d\u540c\u3002<\/li>\n<\/ul>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_ff150ba4d68fc7e33347f5001adf231f.jpg\" alt=\"Tick\u5468\u671f\u5b57\u6bb5\" \/><br \/>\n    <br \/>\n    <i>Tick\u5468\u671f\u53ef\u9009\u5b57\u6bb5<\/i>\n<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_5b6035b9fde5b20e039af2db5c29f1cb.jpg\" alt=\"K\u7ebf\u5468\u671f\u5b57\u6bb5\" \/><br \/>\n    <br \/>\n    <i>K\u7ebf\u5468\u671f\u53ef\u9009\u5b57\u6bb5<\/i>\n<\/p>\n<h3>4.4 \u8bbe\u5b9a\u65f6\u95f4\u8303\u56f4<\/h3>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_01391588c89f49f9cbf82a8adb993e26.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u60a8\u53ef\u4ee5\u901a\u8fc7\u65e5\u5386\u63a7\u4ef6\u9009\u62e9\u4e00\u4e2a\u8d77\u6b62\u65e5\u671f\uff0c\u5e76\u53ef\u9009\u62e9\u662f\u83b7\u53d6&#8221;\u5168\u5929&#8221;\u6570\u636e\uff0c\u8fd8\u662f&#8221;\u6307\u5b9a\u65f6\u95f4\u6bb5&#8221;\uff08\u5982<code>09:30<\/code>&#8211;<code>10:00<\/code>\uff09\u7684\u6570\u636e\u3002\u5f53\u9009\u62e9\u5168\u5929\u65f6\uff0c\u6570\u636e\u662f\u4ece9:15\u96c6\u5408\u7ade\u4ef7\u9636\u6bb5\u5f00\u59cb\u4e0b\u8f7d\u3002<\/p>\n<h3>4.5 \u6267\u884c\u4efb\u52a1\u4e0e\u76d1\u63a7<\/h3>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_18dfc491366e2c0bdd7228034f6a87ef.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<ul>\n<li>\u542f\u52a8\u4efb\u52a1\uff1a\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u70b9\u51fb <strong>\u4e0b\u8f7d\u6570\u636e<\/strong>  \u6309\u94ae\u5373\u53ef\u5f00\u59cb\u3002<\/li>\n<li>\u76d1\u63a7\u72b6\u6001\uff1a\n<ul>\n<li>\u754c\u9762\u4e0d\u963b\u585e\uff1a\u5f97\u76ca\u4e8e\u591a\u7ebf\u7a0b\u6280\u672f\uff0c\u65e0\u8bba\u662f\u4e0b\u8f7d\u8fd8\u662f\u8865\u5145\u6570\u636e\uff0c<strong>\u754c\u9762\u90fd\u4f1a\u4fdd\u6301\u6d41\u7545\u54cd\u5e94<\/strong>\uff0c\u4e0d\u4f1a\u51fa\u73b0&#8221;\u672a\u54cd\u5e94&#8221;\u72b6\u6001\u3002<\/li>\n<li>\u968f\u65f6\u4e2d\u65ad\uff1a\u4efb\u52a1\u5f00\u59cb\u540e\uff0c\u6309\u94ae\u4f1a\u53d8\u4e3a\u7ea2\u8272\u7684&#8221;\u505c\u6b62&#8221;\u6309\u94ae\uff0c\u60a8\u53ef\u4ee5\u968f\u65f6\u70b9\u51fb\u5b83\u6765\u5b89\u5168\u5730\u7ec8\u6b62\u5f53\u524d\u4efb\u52a1\u3002<\/li>\n<li>\u8fdb\u5ea6\u6761\uff1a\u4e0b\u65b9\u7684\u8fdb\u5ea6\u6761\u4f1a\u5b9e\u65f6\u53cd\u9988\u4efb\u52a1\u5b8c\u6210\u7684\u767e\u5206\u6bd4\u3002<\/li>\n<li>\u72b6\u6001\u680f\uff1a\u754c\u9762\u6700\u5e95\u90e8\u7684\u72b6\u6001\u680f\u4f1a\u6eda\u52a8\u663e\u793a\u8be6\u7ec6\u7684\u65e5\u5fd7\u4fe1\u606f\uff0c\u5982&#8221;\u6b63\u5728\u4e0b\u8f7d xxx \u7684\u6570\u636e&#8230;&#8221;\uff0c\u6216\u62a5\u544a\u4e0b\u8f7d\u9519\u8bef\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_6cc17fa9c0dcea6162ee3e09a2155014.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\ud83d\udca1 <strong>\u4e0b\u8f7d\u6587\u4ef6\u547d\u540d\u89c4\u5219<\/strong><\/p>\n<blockquote><p>\n  \u6587\u4ef6\u547d\u540d\u89c4\u5219:<br \/>\n  \u2013 \u5b58\u50a8\u7684\u6587\u4ef6\u540d\u683c\u5f0f: &#8220;{\u80a1\u7968\u4ee3\u7801}{\u5468\u671f\u7c7b\u578b}{\u8d77\u59cb\u65e5\u671f}{\u7ed3\u675f\u65e5\u671f}{\u65f6\u95f4\u6bb5}_{\u590d\u6743\u65b9\u5f0f}.csv&#8221;<br \/>\n  \u2013 \u793a\u4f8b1: &#8220;000001.SZ_tick_20240101_20240430_all_none.csv&#8221;<br \/>\n  \u2013 \u80a1\u7968\u4ee3\u7801: 000001.SZ<br \/>\n  \u2013 \u5468\u671f\u7c7b\u578b: tick<br \/>\n  \u2013 \u8d77\u59cb\u65e5\u671f: 20240101<br \/>\n  \u2013 \u7ed3\u675f\u65e5\u671f: 20240430<br \/>\n  \u2013 \u65f6\u95f4\u6bb5: all (\u8868\u793a\u5168\u90e8\u65f6\u95f4\u6bb5)<br \/>\n  \u2013 \u590d\u6743\u65b9\u5f0f: none (\u8868\u793a\u4e0d\u590d\u6743)<br \/>\n  \u2013 \u793a\u4f8b2: &#8220;000001.SZ_1d_20240101_20240430_all_front.csv&#8221;<br \/>\n  \u2013 \u590d\u6743\u65b9\u5f0f: front (\u8868\u793a\u524d\u590d\u6743)<br \/>\n  \u2013 \u5982\u679c\u6307\u5b9a\u4e86\u5177\u4f53\u7684\u65f6\u95f4\u6bb5,\u65f6\u95f4\u6bb5\u90e8\u5206\u5c06\u66ff\u6362\u4e3a &#8220;HH_MM-HH_MM&#8221; \u7684\u683c\u5f0f<br \/>\n  \u2013 \u793a\u4f8b: &#8220;000001.SZ_1m_20240101_20240430_09_30-11_30_none.csv&#8221;<br \/>\n  \u2013 \u65f6\u95f4\u6bb5: 09_30-11_30 (\u8868\u793a 09:30 \u5230 11:30 \u7684\u65f6\u95f4\u6bb5)<br \/>\n  \u2013 \u590d\u6743\u65b9\u5f0f\u6709\u4ee5\u4e0b\u51e0\u79cd\uff1a<br \/>\n  \u2013 &#8216;none&#8217;: \u4e0d\u590d\u6743\uff0c\u4f7f\u7528\u539f\u59cb\u4ef7\u683c<br \/>\n  \u2013 &#8216;front&#8217;: \u524d\u590d\u6743\uff0c\u57fa\u4e8e\u6700\u65b0\u4ef7\u683c\u8fdb\u884c\u524d\u590d\u6743\u8ba1\u7b97<br \/>\n  \u2013 &#8216;back&#8217;: \u540e\u590d\u6743\uff0c\u57fa\u4e8e\u9996\u65e5\u4ef7\u683c\u8fdb\u884c\u540e\u590d\u6743\u8ba1\u7b97<br \/>\n  \u2013 &#8216;front_ratio&#8217;: \u7b49\u6bd4\u524d\u590d\u6743\uff0c\u57fa\u4e8e\u6700\u65b0\u4ef7\u683c\u8fdb\u884c\u7b49\u6bd4\u524d\u590d\u6743\u8ba1\u7b97<br \/>\n  \u2013 &#8216;back_ratio&#8217;: \u7b49\u6bd4\u540e\u590d\u6743\uff0c\u57fa\u4e8e\u9996\u65e5\u4ef7\u683c\u8fdb\u884c\u7b49\u6bd4\u540e\u590d\u6743\u8ba1\u7b97\n<\/p><\/blockquote>\n<hr \/>\n<h2>5 CSV\u6570\u636e\u6a21\u5757\uff1a\u6570\u636e\u6e05\u6d17<\/h2>\n<p>\u6570\u636e\u6e05\u6d17\u6a21\u5757\u53ef\u4ee5\u8bf4\u662f\u548c\u5386\u53f2\u6570\u636e\u4e0b\u8f7d\u6a21\u5757\u662f\u4e00\u4f53\u7684\uff0c\u5b83\u7528\u4e8e\u4fee\u6b63\u60a8\u5df2\u4e0b\u8f7d\u5230\u672c\u5730\u7684<code>.csv<\/code>\u6587\u4ef6\u3002<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_8a8c8869de2bd8a9e10ad0cb40b3ecee.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<h3>5.1 \u5f85\u6e05\u6d17\u7684\u6587\u4ef6\u5939\u9009\u62e9<\/h3>\n<p>\u6b64\u8def\u5f84\u4f1a\u81ea\u52a8\u4e0e\u5de6\u4fa7&#8221;\u6570\u636e\u4e0b\u8f7d&#8221;\u6a21\u5757\u7684\u8def\u5f84\u76f8\u5173\u8054\uff0c\u540c\u65f6\u4e5f\u53ef\u4ee5\u624b\u52a8\u4fee\u6539\uff0c\u4ee5\u589e\u52a0\u8be5\u6a21\u5757\u4f7f\u7528\u7684\u4fbf\u6377\u6027\u548c\u7075\u6d3b\u6027\u3002<\/p>\n<h3>5.2 \u9009\u62e9\u6e05\u6d17\u64cd\u4f5c<\/h3>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_8dc15da1c34486f1d5faf3c3402b7db6.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u6b64\u5904\u6309\u9700\u52fe\u9009\u9700\u8981\u6267\u884c\u7684\u6e05\u6d17\u4efb\u52a1\u3002<\/p>\n<blockquote><p>\n  \u26a0\ufe0f <strong>\u6ce8\u610f<\/strong>\uff1a<\/p>\n<ul>\n<li>&#8220;\u79fb\u9664\u5f02\u5e38\u503c&#8221;\u5e94\u8be5\u614e\u91cd\u9009\u62e9\uff0c\u56e0\u4e3a\u5b83\u53ef\u80fd\u4f1a\u5254\u9664\u4e00\u4e9b\u6781\u7aef\u4f46\u6709\u6548\u7684\u884c\u60c5\u3002<\/li>\n<li>\u70b9\u51fb&#8221;\u5f00\u59cb\u6e05\u6d17&#8221;\u540e\uff0c\u7a0b\u5e8f\u4f1a\u76f4\u63a5\u5728\u539f\u6570\u636e\u4e0a\u8fdb\u884c\u4fee\u6539\uff0c\u5373<strong>\u6e05\u6d17\u540e\u7684\u6570\u636e\u5c06\u8986\u76d6\u539f\u6570\u636e<\/strong>\u3002\u8bf7\u52a1\u5fc5\u63d0\u524d\u5907\u4efd\u91cd\u8981\u6570\u636e\u3002<\/li>\n<\/ul>\n<\/blockquote>\n<h3>5.3 \u6e05\u6d17\u7ed3\u679c\u65e5\u5fd7<\/h3>\n<p>\u7a0b\u5e8f\u4f1a\u751f\u6210\u8be6\u7ec6\u7684\u6e05\u6d17\u65e5\u5fd7\uff0c\u4ee5\u4fbf\u7528\u6237\u786e\u8ba4\u6e05\u7406\u7684\u6570\u636e\u662f\u5426\u7b26\u5408\u9884\u671f\u3002<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_8529ee9dfe79906b72c88f4634e96f5f.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u65e5\u5fd7\u5185\u5bb9\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5904\u7406\u6587\u4ef6\u7684\u603b\u6570\u91cf<\/li>\n<li>\u6bcf\u4e2a\u6587\u4ef6\u7684\u5177\u4f53\u5904\u7406\u60c5\u51b5\uff08\u5982\u7f3a\u5931\u503c\u586b\u5145\u6570\u91cf\u3001\u91cd\u590d\u6570\u636e\u5220\u9664\u6570\u91cf\u7b49\uff09<\/li>\n<li>\u88ab\u5220\u9664\u6570\u636e\u7684\u5177\u4f53\u5185\u5bb9\uff0c\u4ee5\u4fbf\u6838\u5bf9<\/li>\n<li>\u6e05\u6d17\u5b8c\u6210\u7684\u65f6\u95f4\u6233<\/li>\n<\/ul>\n<p>\u5982\u679c\u60f3\u4fdd\u5b58\u6240\u6709\u65e5\u5fd7\u4fe1\u606f\uff0c\u53ef\u4ee5\u70b9\u51fb&#8221;\u4fdd\u5b58\u6e05\u6d17\u65e5\u5fd7&#8221;\u6309\u94ae\uff0c\u5c06\u62a5\u544a\u5bfc\u51fa\u4e3a<code>.txt<\/code>\u6587\u4ef6\u3002<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_893a1901248804b349cbc3d5bcedda2b.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<hr \/>\n<h2>6 \u8be6\u7ec6\u64cd\u4f5c\u6307\u5357\uff1a\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177<\/h2>\n<p>\u53ef\u89c6\u5316\u6a21\u5757\u4e3b\u8981\u4e3a\u4e86\u505a\u4e24\u4ef6\u4e8b\uff1a<br \/>\n\u7b2c\u4e00\uff0c\u786e\u8ba4\u4e00\u4e0b\u4e0b\u8f7d\u7684\u6570\u636e\u7684\u603b\u4f53\u6982\u51b5\uff0c\u6bd4\u5982\u603b\u5171\u6709\u591a\u5c11\u53ea\u80a1\u7968\u7684\u6570\u636e\u3001\u5360\u7528\u7684\u7a7a\u95f4\u7b49\u57fa\u672c\u4fe1\u606f\u3002<br \/>\n\u7b2c\u4e8c\uff0c\u4efb\u610f\u9009\u53d6\u5176\u4e2d\u7684\u67d0\u4e00\u53ea\u80a1\u7968\uff0c\u7ed8\u5236\u5176\u6570\u636e\u6587\u4ef6\u4e2d\u7684\u5404\u7c7b\u6570\u636e\u7684\u56fe\u7ebf\uff0c\u4e5f\u5c31\u662f\u6570\u636e\u7684\u53ef\u89c6\u5316\u3002<\/p>\n<h3>6.1 \u53ef\u89c6\u5316\u6a21\u5757\u4e0e\u4e3b\u754c\u9762\u7684\u8854\u63a5<\/h3>\n<p>\u8be5\u529f\u80fd\u4f5c\u4e3a\u5de5\u5177\u6a21\u5757\u5185\u7f6e\u4e8e\u5e73\u53f0\u4e2d\uff0c\u901a\u8fc7\u6570\u636e\u4e2d\u5fc3\u9876\u90e8\u7684\u5de5\u5177\u680f\u8c03\u7528\u3002\u70b9\u51fb\u7b2c\u4e00\u4e2a\u56fe\u6807\uff0c\u5373\u53ef\u5f39\u51fa\u6b64\u53ef\u89c6\u5316\u754c\u9762\u3002<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_f062f26dbf87b8446ee2ce3fcb6ab0ba.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_645afba8e02d81833944e77de56be5e2.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u7279\u522b\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u8be5\u6a21\u5757\u5b9e\u73b0\u4e86\u4e0e\u4e3b\u754c\u9762\u7684\u667a\u80fd\u8054\u52a8\u3002\u5b83\u4f1a\u81ea\u52a8\u7ee7\u627f\u4e3b\u754c\u9762\u5f53\u524d\u7684\u6570\u636e\u6587\u4ef6\u5939\u8def\u5f84\uff0c\u8fd9\u610f\u5473\u7740\u7528\u6237\u5728\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e\u53ef\u4ee5\u76f4\u63a5\u70b9\u51fb\u56fe\u6807\u8fdb\u884c\u5206\u6790\uff0c\u65e0\u9700\u91cd\u590d\u8bbe\u7f6e\u8def\u5f84\u3002\u5f53\u7136\uff0c\u7528\u6237\u4e5f\u53ef\u4ee5\u901a\u8fc7\u754c\u9762\u4e0a\u7684\u201d\u6d4f\u89c8\u2026\u201d\u6309\u94ae\u968f\u65f6\u5207\u6362\u5230\u5176\u4ed6\u6570\u636e\u6587\u4ef6\u5939\u3002<\/p>\n<h3>6.2 \u6587\u4ef6\u4fe1\u606f\u7edf\u8ba1<\/h3>\n<p>\u5b83\u80fd\u81ea\u52a8\u626b\u63cf\u6587\u4ef6\u5939\uff0c\u89e3\u6790\u6bcf\u4e2a\u6587\u4ef6\u540d\uff0c\u5e76\u63d0\u4f9b\u5168\u9762\u7684\u6570\u636e\u6982\u89c8\uff0c\u5e2e\u52a9\u5feb\u901f\u6838\u5b9e\u6570\u636e\u5b8c\u6574\u6027\u3002<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_6ecf033f5d328a3855a049c5d386702d.jpg\" style=\"margin: 10px auto; display: block;\">\n<\/p>\n<p>\u7edf\u8ba1\u4fe1\u606f\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u57fa\u7840\u4fe1\u606f\uff1a\u80a1\u7968\u603b\u6570\u3001\u6587\u4ef6\u603b\u5927\u5c0f<\/li>\n<li>\u5e02\u573a\u5206\u5e03\uff1a\u6df1\u5e02\u3001\u6caa\u5e02\u3001\u5317\u4ea4\u6240\u7684\u80a1\u7968\u6570\u91cf\u7edf\u8ba1<\/li>\n<li>\u6570\u636e\u7279\u5f81\uff1a\u6570\u636e\u5468\u671f\u7c7b\u578b\uff08tick\u30011m\u30015m\u30011d\u7b49\uff09<\/li>\n<li>\u65f6\u95f4\u8303\u56f4\uff1a\u6570\u636e\u7684\u8d77\u6b62\u65e5\u671f<br \/>\n\u8fd9\u4e9b\u4fe1\u606f\u76f4\u89c2\u5730\u5c55\u793a\u5728\u754c\u9762\u53f3\u4e0a\u89d2\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e86\u89e3\u6570\u636e\u96c6\u7684\u57fa\u672c\u7279\u5f81\u3002\u8fd9\u4e2a\u529f\u80fd\u7279\u522b\u9002\u5408\u5728\u6279\u91cf\u4e0b\u8f7d\u6570\u636e\u540e\u4f7f\u7528\uff0c\u53ef\u4ee5\u5e2e\u52a9\u5feb\u901f\u6838\u5b9e\u6570\u636e\u7684\u5b8c\u6574\u6027\u3002<\/li>\n<\/ul>\n<h3>6.3 \u667a\u80fd\u53ef\u89c6\u5316\u5c55\u793a<\/h3>\n<p>\u7cfb\u7edf\u4f1a\u6839\u636e\u6570\u636e\u7279\u5f81\u81ea\u52a8\u8c03\u6574\u663e\u793a\u6a21\u5f0f\uff1a<\/p>\n<ul>\n<li><strong>\u80a1\u7968\u9009\u62e9<\/strong>\uff1a\u5728&#8221;\u80a1\u7968&#8221;\u4e0b\u62c9\u83dc\u5355\u4e2d\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5c06\u80a1\u7968\u4ee3\u7801\u89e3\u6790\u4e3a\u80a1\u7968\u540d\u79f0\u3002<\/li>\n<li><strong>\u65e5\u671f\u9009\u62e9<\/strong>\uff1a\u5982\u679c\u6570\u636e\u662ftick\u30011m\u62165m\u7ea7\u522b\uff0c\u4f1a\u81ea\u52a8\u751f\u6210\u4e00\u4e2a\u65e5\u671f\u9009\u62e9\u83dc\u5355\u3002<\/li>\n<li><strong>\u667a\u80fd\u964d\u91c7\u6837<\/strong>\uff1a\u5f53\u6570\u636e\u91cf\u8fc7\u5927\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u964d\u91c7\u6837\u4ee5\u4fdd\u8bc1\u56fe\u8868\u54cd\u5e94\u6d41\u7545\u3002<\/li>\n<\/ul>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_67858ff5700506888dd7a6cb7bdbc784.jpg\" style=\"\n    margin: 10px auto;\n    display: block;\"><br \/>\n    <br \/>\n    <span style=\"color: #888;\"><i>\u65e5\u7ebf\u6570\u636e\u5c55\u793a<\/i><\/span>\n<\/p>\n<h3>6.4 \u4ea4\u4e92\u529f\u80fd\u4e0e\u7528\u6237\u4f53\u9a8c<\/h3>\n<p>\u4e3a\u4e86\u63d0\u4f9b\u66f4\u597d\u7684\u6570\u636e\u5206\u6790\u4f53\u9a8c\uff0c\u7cfb\u7edf\u5b9e\u73b0\u4e86\u4e30\u5bcc\u7684\u4ea4\u4e92\u529f\u80fd\uff1a<\/p>\n<ul>\n<li>\u901a\u8fc7\u9f20\u6807\u6846\u9009\u6765\u653e\u5927\u67e5\u770b\u7279\u5b9a\u65f6\u95f4\u6bb5\u7684\u6570\u636e\u3002<\/li>\n<li>\u53f3\u952e\u70b9\u51fb\u53ef\u5feb\u901f\u91cd\u7f6e\u89c6\u56fe\u3002<\/li>\n<li>\u9f20\u6807\u60ac\u505c\u4f1a\u663e\u793a\u8be5\u70b9\u7684\u8be6\u7ec6\u6570\u636e\u4fe1\u606f\u3002<\/li>\n<li>\u70b9\u51fb\u56fe\u4f8b\u53ef\u9690\u85cf\/\u663e\u793a\u5bf9\u5e94\u6570\u636e\u66f2\u7ebf\u3002<\/li>\n<\/ul>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_06285341d8e8d61f4cbf758567d43b2f.jpg\" style=\"margin: 10px auto; display: block;\"><br \/>\n  <br \/>\n  <span style=\"color: #888;\"><i>\u9f20\u6807\u60ac\u505c\u663e\u793a\u8be6\u7ec6\u6570\u636e<\/i><\/span>\n<\/p>\n<p align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2024\/12\/wp_editor_md_70d9b94743a2c0dd1d8a22f0132c282a.jpg\" style=\"margin: 10px auto; display: block;\"><br \/>\n  <br \/>\n  <span style=\"color: #888;\"><i>\u7a97\u53e3\u5c40\u90e8\u7f29\u653e<\/i><\/span>\n<\/p>\n<p>\u8fd9\u4e2a\u53ef\u89c6\u5316\u6a21\u5757\u867d\u7136\u770b\u4f3c\u7b80\u5355\uff0c\u4f46\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d\u8003\u8651\u4e86\u5f88\u591a\u5b9e\u7528\u6027\u7684\u7ec6\u8282\u3002\u5b83\u65e2\u53ef\u4ee5\u7528\u6765\u9a8c\u8bc1\u6570\u636e\u5b8c\u6574\u6027\uff0c\u4e5f\u80fd\u652f\u6301\u521d\u6b65\u7684\u6280\u672f\u5206\u6790\u3002<\/p>\n<h2>7 \u6570\u636e\u7ba1\u7406\u6700\u4f73\u5b9e\u8df5<\/h2>\n<p>\u7ecf\u8fc7\u5bf9\u4e09\u5927\u6570\u636e\u7ba1\u7406\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\uff0c\u6211\u4eec\u53ef\u4ee5\u603b\u7ed3\u51fa\u4e00\u5957\u6570\u636e\u7ba1\u7406\u7684\u6700\u4f73\u5b9e\u8df5\u6d41\u7a0b\u3002\u8fd9\u4e2a\u6d41\u7a0b\u80fd\u591f\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u5730\u7ba1\u7406\u6570\u636e\uff0c\u4e3a\u7b56\u7565\u5f00\u53d1\u63d0\u4f9b\u53ef\u9760\u7684\u6570\u636e\u652f\u6491\u3002<\/p>\n<h3>7.1 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