{"id":180486,"date":"2024-05-08T20:36:14","date_gmt":"2024-05-08T12:36:14","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/180486.html"},"modified":"2024-05-08T20:36:20","modified_gmt":"2024-05-08T12:36:20","slug":"%e5%85%b3%e4%ba%8er%e8%af%ad%e8%a8%80%e7%9a%84%e5%8c%b9%e9%85%8d%ef%bc%8c%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8merge-if%e7%9a%84%e5%88%a4%e5%88%ab","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/180486.html","title":{"rendered":"\u5173\u4e8eR\u8bed\u8a00\u7684\u5339\u914d\uff0c\u5982\u4f55\u4f7f\u7528merge if\u7684\u5224\u522b"},"content":{"rendered":"

\"\u5173\u4e8eR\u8bed\u8a00\u7684\u5339\u914d\uff0c\u5982\u4f55\u4f7f\u7528merge<\/p>\n

\u5173\u4e8eR\u8bed\u8a00\u4e2d\u7684\u5339\u914d\uff0c\u4f7f\u7528merge()<\/code>\u51fd\u6570\u7ed3\u5408if<\/code>\u8bed\u53e5\u7684\u5224\u522b<\/strong>\u53ef\u4ee5\u6709\u6548\u5730\u8fdb\u884c\u6570\u636e\u6846\u7684\u5408\u5e76\u3001\u5173\u952e\u5217\u7684\u5339\u914d\u548c\u6761\u4ef6\u7b5b\u9009\u3002\u5177\u4f53\u5730\uff0cmerge()<\/code>\u51fd\u6570\u53ef\u4ee5\u6839\u636e\u4e00\u4e2a\u6216\u591a\u4e2a\u5171\u6709\u5217\u628a\u4e24\u4e2a\u6570\u636e\u96c6\u5408\u5e76\u5728\u4e00\u8d77\uff0c\u800cif<\/code>\u8bed\u53e5\u53ef\u4ee5\u5728\u5408\u5e76\u7ec6\u8282\u4e0a\u63d0\u4f9b\u66f4\u591a\u7684\u63a7\u5236\uff0c\u6bd4\u5982\u4ec5\u5408\u5e76\u7279\u5b9a\u6761\u4ef6\u6ee1\u8db3\u7684\u884c\u3002<\/p>\n<\/p>\n

\u8981\u6709\u6548\u4f7f\u7528merge()<\/code>\u548cif<\/code>\u7ed3\u5408\u8fdb\u884c\u6570\u636e\u5339\u914d\uff0c\u9996\u5148\u9700\u8981\u786e\u4fdd\u5408\u5e76\u7684\u6570\u636e\u6846\u62e5\u6709\u5171\u6709\u5217\uff0c\u8fd9\u4e9b\u5217\u7684\u540d\u79f0\u548c\u5185\u5bb9\u4f1a\u88ab\u7528\u6765\u5339\u914d\u5408\u5e76\u3002\u63a5\u7740\uff0c\u901a\u8fc7if<\/code>\u8bed\u53e5\u5bf9\u5408\u5e76\u6761\u4ef6\u8fdb\u884c\u7ea6\u675f\uff0c\u53ef\u4ee5\u5224\u65ad\u662f\u5426\u9700\u8981\u6267\u884c\u5408\u5e76\u64cd\u4f5c\u6216\u8005\u662f\u5426\u5408\u5e76\u7279\u5b9a\u5b50\u96c6\u7684\u6570\u636e\u3002\u6b64\u5916\uff0cmerge()<\/code>\u7684\u53c2\u6570\u5982all<\/code>\u3001all.x<\/code>\u3001all.y<\/code>\u53ef\u4ee5\u7528\u6765\u6307\u5b9a\u662f\u8981\u6267\u884c\u5185\u8fde\u63a5\u3001\u5de6\u8fde\u63a5\u3001\u53f3\u8fde\u63a5\u8fd8\u662f\u5168\u8fde\u63a5\u3002\u7ed3\u5408if<\/code>\u6761\u4ef6\u5224\u522b\uff0c\u53ef\u4ee5\u7b5b\u9009\u51fa\u60f3\u8981\u5408\u5e76\u7684\u6570\u636e\uff0c\u5bf9\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u5173\u7cfb\u6709\u6781\u5927\u5e2e\u52a9\u3002<\/p>\n<\/p>\n

\u4e00\u3001MERGE\u51fd\u6570\u7684\u57fa\u672c\u7528\u6cd5<\/h3>\n<\/p>\n

merge()\u51fd\u6570<\/strong>\u662fR\u8bed\u8a00\u4e2d\u4e00\u4e2a\u7528\u4e8e\u5408\u5e76\u4e24\u4e2a\u6570\u636e\u6846\uff08data.frames\uff09\u7684\u5f3a\u5927\u5de5\u5177\u3002\u5b83\u53ef\u4ee5\u6839\u636e\u4e00\u4e2a\u6216\u591a\u4e2a\u5171\u6709\u7684\u5217\uff08\u952e\u503c\uff09\u6765\u8054\u5408\u6570\u636e\u6846\u3002\u57fa\u672c\u7684\u7528\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n

merged_data <- merge(x, y, by = "common_column")<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8fd9\u91ccx<\/code>\u548cy<\/code>\u662f\u8981\u5408\u5e76\u7684\u4e24\u4e2a\u6570\u636e\u6846\uff0cby<\/code>\u662f\u6307\u5b9a\u7684\u516c\u5171\u5217\u540d\u3002\u5982\u679c\u6570\u636e\u6846\u4e2d\u6709\u591a\u5217\u4f5c\u4e3a\u952e\u503c\u8fdb\u884c\u5339\u914d\uff0c\u53ef\u4ee5\u8fd9\u6837\u4f7f\u7528\uff1a<\/p>\n<\/p>\n
merged_data <- merge(x, y, by = c("common_column1", "common_column2"))<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0cmerge()<\/code>\u6267\u884c\u7684\u662f\u5185\u8fde\u63a5\uff0c\u5373\u53ea\u6709\u5728\u4e24\u4e2a\u6570\u636e\u6846\u4e2d\u90fd\u5b58\u5728\u7684\u952e\u503c\u7684\u884c\u624d\u4f1a\u51fa\u73b0\u5728\u7ed3\u679c\u4e2d\u3002\u82e5\u8981\u5728\u5408\u5e76\u65f6\u5305\u542b\u4e00\u4e2a\u6216\u4e24\u4e2a\u6570\u636e\u6846\u7684\u6240\u6709\u884c\uff0c\u53ef\u4ee5\u4f7f\u7528all<\/code>\u3001all.x<\/code>\u6216\u8005all.y<\/code>\u53c2\u6570\uff1a<\/p>\n<\/p>\n
# \u5de6\u8fde\u63a5<\/p>\n
merged_data <- merge(x, y, by = "common_column", all.x = TRUE)<\/p>\n
\u53f3\u8fde\u63a5<\/strong><\/h2>\n
merged_data <- merge(y, x, by = "common_column", all.y = TRUE)<\/p>\n
\u5168\u8fde\u63a5<\/strong><\/h2>\n
merged_data <- merge(x, y, by = "common_column", all = TRUE)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001IF\u8bed\u53e5\u7684\u4f5c\u7528\u4e0e\u7ed3\u5408MERGE\u4f7f\u7528<\/h3>\n<\/p>\n
if\u8bed\u53e5<\/strong>\u5728R\u8bed\u8a00\u4e2d\u7528\u4e8e\u57fa\u4e8e\u6761\u4ef6\u6267\u884c\u76f8\u5e94\u7684\u4ee3\u7801\u5757\u3002\u5f53\u9700\u8981\u5728\u5408\u5e76\u6570\u636e\u4e4b\u524d\u5bf9\u6570\u636e\u8fdb\u884c\u7b5b\u9009\u6216\u662f\u786e\u5b9a\u5408\u5e76\u7684\u6761\u4ef6\u65f6\uff0cif<\/code>\u8bed\u53e5\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n
if (some_condition) {<\/p>\n
  merged_data <- merge(x, y, by = "common_column")<\/p>\n
}<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u8fd9\u4e2a\u7ed3\u6784\u610f\u5473\u7740\u4ec5\u5f53some_condition<\/code>\u4e3aTRUE<\/code>\u65f6\u624d\u6267\u884c\u6570\u636e\u5408\u5e76\u3002\u5728\u6267\u884c\u5408\u5e76\u524d\uff0c\u53ef\u4ee5\u68c0\u67e5\u6570\u636e\u7684\u7279\u5b9a\u5c5e\u6027\uff0c\u5982\u5217\u7684\u5b58\u5728\u6216\u5185\u5bb9\u5339\u914d\uff0c\u6765\u51b3\u5b9a\u662f\u5426\u8fdb\u884c\u5408\u5e76\u3002\u7ed3\u5408if<\/code>\u8bed\u53e5\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u66f4\u4e3a\u590d\u6742\u7684\u6570\u636e\u5408\u5e76\u7b56\u7565\uff0c\u4f8b\u5982\u5206\u6bb5\u5408\u5e76\uff0c\u6216\u8005\u5728\u67d0\u4e9b\u952e\u503c\u4e0d\u5b58\u5728\u65f6\u5e94\u7528\u9ed8\u8ba4\u503c\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u4f7f\u7528MERGE\u548cIF\u7ed3\u5408\u7684\u5b9e\u9645\u6848\u4f8b<\/h3>\n<\/p>\n
\u6211\u4eec\u4ee5\u4e00\u4e2a\u5177\u4f53\u7684\u6848\u4f8b\u6765\u5c55\u73b0\u5408\u5e76\u6570\u636e\u548c\u6761\u4ef6\u5224\u522b\u7684\u7ed3\u5408\u5e94\u7528\u3002\u5047\u8bbe\u6211\u4eec\u6709\u4e24\u4e2a\u6570\u636e\u6846\uff0cdf_sales<\/code>\u5305\u542b\u9500\u552e\u6570\u636e\uff0cdf_product<\/code>\u5305\u542b\u4ea7\u54c1\u4fe1\u606f\uff0c\u6211\u4eec\u5e0c\u671b\u5c06\u8fd9\u4e24\u8005\u6839\u636e\u4ea7\u54c1ID\u5408\u5e76\uff0c\u5e76\u4e14\u4ec5\u5408\u5e76df_sales<\/code>\u4e2d\u6307\u5b9a\u5e74\u4efd\u7684\u6570\u636e\uff1a<\/p>\n<\/p>\n
target_year <- 2021<\/p>\n
if (target_year %in% df_sales$year) {<\/p>\n
  # \u4ec5\u5408\u5e76target_year\u5bf9\u5e94\u7684\u884c<\/p>\n
  df_sales_target <- subset(df_sales, year == target_year)<\/p>\n
  merged_data <- merge(df_sales_target, df_product, by = "product_id", all.x = TRUE)<\/p>\n
}<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u901a\u8fc7if<\/code>\u8bed\u53e5\u6211\u4eec\u9996\u5148\u68c0\u67e5\u4e86df_sales<\/code>\u6570\u636e\u6846\u4e2d\u662f\u5426\u5305\u542b\u76ee\u6807\u5e74\u4efd\u7684\u6570\u636e\uff0c\u7136\u540e\u4f7f\u7528subset()<\/code>\u51fd\u6570\u6765\u83b7\u53d6\u8be5\u5e74\u4efd\u5bf9\u5e94\u7684\u5b50\u96c6\u6570\u636e\uff0c\u6700\u540e\u6267\u884c\u4e86\u5408\u5e76\u64cd\u4f5c\uff0c\u4fdd\u8bc1\u4e86\u53ea\u6709\u7279\u5b9a\u5e74\u4efd\u7684\u9500\u552e\u6570\u636e\u4e0e\u4ea7\u54c1\u4fe1\u606f\u76f8\u5173\u8054\u3002<\/p>\n<\/p>\n
\u56db\u3001\u5904\u7406MERGE\u4e2d\u7684\u590d\u6742\u6761\u4ef6\u548c\u5f02\u5e38<\/h3>\n<\/p>\n
\u5728\u4e00\u4e9b\u590d\u6742\u7684\u5e94\u7528\u573a\u666f\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u5bf9\u5408\u5e76\u7684\u6570\u636e\u6846\u6267\u884c\u66f4\u7ec6\u7c92\u5ea6\u7684\u63a7\u5236\u3002\u4f8b\u5982\uff0c\u6211\u4eec\u53ef\u80fd\u60f3\u8981\u5408\u5e76\u6570\u636e\u7684\u540c\u65f6\uff0c\u68c0\u67e5\u67d0\u4e9b\u5217\u7684\u503c\u662f\u5426\u6ee1\u8db3\u7279\u5b9a\u6761\u4ef6\u3002\u5982\u679c\u8fd9\u4e9b\u6761\u4ef6\u4e0d\u6ee1\u8db3\uff0c\u6211\u4eec\u53ef\u80fd\u9700\u8981\u8c03\u6574\u6570\u636e\u5185\u5bb9\u6216\u91c7\u53d6\u5176\u4ed6\u7b56\u7565\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0cif<\/code>\u8bed\u53e5\u548c\u5faa\u73af\u7ed3\u6784for<\/code>\u6216apply<\/code>\u51fd\u6570\u53ef\u4ee5\u4e00\u8d77\u4f7f\u7528\u6765\u5b9e\u73b0\u590d\u6742\u5408\u5e76\u903b\u8f91\u3002<\/p>\n<\/p>\n
for (row in 1:nrow(df_sales)) {<\/p>\n
  if (df_sales$product_id[row] %in% df_product$product_id) {<\/p>\n
    # \u5408\u5e76\u6761\u4ef6\u6ee1\u8db3\u65f6\u7684\u64cd\u4f5c<\/p>\n
  } else {<\/p>\n
    # \u6761\u4ef6\u4e0d\u6ee1\u8db3\u65f6\u7684\u5176\u4ed6\u64cd\u4f5c<\/p>\n
  }<\/p>\n
}<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u6b64\u7ed3\u6784\u4e2d\uff0cfor<\/code>\u5faa\u73af\u904d\u5386\u4e86df_sales<\/code>\u7684\u6bcf\u4e00\u884c\uff0cif<\/code>\u8bed\u53e5\u5219\u9488\u5bf9\u6bcf\u884c\u68c0\u67e5\u4e86\u4ea7\u54c1ID\u662f\u5426\u5b58\u5728\u4e8edf_product<\/code>\u4e2d\u3002\u8fd9\u6837\u53ef\u4ee5\u5bf9\u6bcf\u4e2a\u5339\u914d\u7684\u60c5\u51b5\u505a\u4e2a\u4f53\u5316\u5904\u7406\uff0c\u5e76\u9002\u5e94\u90a3\u4e9b\u4e0d\u80fd\u7b80\u5355\u901a\u8fc7merge()<\/code>\u51fd\u6570\u4e00\u6b21\u6027\u89e3\u51b3\u7684\u5408\u5e76\u4efb\u52a1\u3002<\/p>\n<\/p>\n
\u4e94\u3001\u4f18\u5316MERGE\u548cIF\u64cd\u4f5c\u7684\u6027\u80fd<\/h3>\n<\/p>\n
\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u5408\u5e76\u65f6\uff0c\u6027\u80fd\u6210\u4e3a\u4e00\u4e2a\u5173\u952e\u8003\u91cf\u56e0\u7d20\u3002\u7531\u4e8emerge()<\/code>\u51fd\u6570\u5728\u5927\u6570\u636e\u96c6\u4e0a\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6027\u80fd\u95ee\u9898\uff0c\u56e0\u6b64\u4f18\u5316\u5408\u5e76\u64cd\u4f5c\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002\u9996\u5148\uff0c\u8003\u8651\u9884\u5148\u6392\u5e8f\u6570\u636e\u6846\u4e2d\u7684\u952e\u503c\u5217\u6765\u63d0\u9ad8\u5408\u5e76\u7684\u6548\u7387\u3002\u5176\u6b21\uff0c\u4f7f\u7528data.table<\/code>\u5305\u4e2d\u7684merge()<\/code>\u53ef\u4ee5\u5f97\u5230\u663e\u8457\u7684\u901f\u5ea6\u63d0\u5347\u3002\u6b64\u5916\uff0c\u9002\u5f53\u4f7f\u7528if<\/code>\u6761\u4ef6\u5224\u522b\u6765\u51cf\u5c11\u5408\u5e76\u64cd\u4f5c\u7684\u8303\u56f4\u4e5f\u662f\u4e00\u4e2a\u6709\u6548\u7684\u7b56\u7565\u3002<\/p>\n<\/p>\n
\u6570\u636e\u5408\u5e76\u65f6\u7684\u6027\u80fd\u4f18\u5316\uff0c\u4e0d\u4ec5\u5728\u4e8e\u9009\u62e9\u9ad8\u6548\u7684\u51fd\u6570\u6216\u5305\uff0c\u4e5f\u5728\u4e8e\u5bf9\u6570\u636e\u5904\u7406\u6d41\u7a0b\u7684\u7cbe\u5fc3\u8bbe\u8ba1\u3002\u5728\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u590d\u6742\u64cd\u4f5c\uff0c\u7b80\u5316\u5408\u5e76\u6761\u4ef6\u5e76\u80fd\u663e\u8457\u964d\u4f4e\u8ba1\u7b97\u65f6\u95f4\uff0c\u5c24\u5176\u662f\u5728\u64cd\u4f5c\u5927\u578b\u6570\u636e\u6846\u65f6\u3002<\/p>\n<\/p>\n
\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u53ef\u4ee5\u5229\u7528merge()<\/code>\u51fd\u6570\u7ed3\u5408if<\/code>\u5224\u522b\u8bed\u53e5\u5728R\u8bed\u8a00\u4e2d\u5b9e\u73b0\u590d\u6742\u7684\u6570\u636e\u5339\u914d\u64cd\u4f5c\u3002\u8fd9\u4e0d\u4f46\u589e\u52a0\u4e86\u6570\u636e\u5904\u7406\u7684\u7075\u6d3b\u6027\uff0c\u800c\u4e14\u53ef\u4ee5\u9488\u5bf9\u4e0d\u540c\u7684\u6570\u636e\u5173\u7cfb\u548c\u4e1a\u52a1\u903b\u8f91\u8fdb\u884c\u7ec6\u7c92\u5ea6\u7684\u63a7\u5236\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
1. \u5982\u4f55\u5728R\u8bed\u8a00\u4e2d\u4f7f\u7528merge\u51fd\u6570\u8fdb\u884c\u6570\u636e\u5339\u914d\uff1f<\/strong><\/p>\n
\u5728R\u8bed\u8a00\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528merge\u51fd\u6570\u6765\u8fdb\u884c\u6570\u636e\u7684\u5339\u914d\u3002\u901a\u8fc7merge\u51fd\u6570\uff0c\u53ef\u4ee5\u5c06\u4e24\u4e2a\u6216\u591a\u4e2a\u6570\u636e\u6846\u6309\u7167\u6307\u5b9a\u7684\u5217\u8fdb\u884c\u5408\u5e76\u3002\u5408\u5e76\u65f6\uff0c\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528\u5185\u8fde\u63a5\u3001\u5de6\u8fde\u63a5\u3001\u53f3\u8fde\u63a5\u6216\u5916\u8fde\u63a5\u7b49\u4e0d\u540c\u7684\u65b9\u5f0f\u3002<\/p>\n
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