{"id":50383,"date":"2023-04-29T16:19:47","date_gmt":"2023-11-14T02:03:39","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%8apentaho%e6%95%b0%e6%8d%ae%e9%9b%86%e6%88%90%e5%85%a5%e9%97%a8%e3%80%8b%ef%bc%88%e7%ac%ac%e4%b8%80%e9%83%a8%e5%88%86%ef%bc%89-%e5%8a%9f%e8%83%bd%e6%a6%82%e8%bf%b0%e5%92%8c%e6%9c%af%e8%af%ad\/"},"modified":"2024-04-30T01:52:26","modified_gmt":"2024-04-29T17:52:26","slug":"%e3%80%8apentaho%e6%95%b0%e6%8d%ae%e9%9b%86%e6%88%90%e5%85%a5%e9%97%a8%e3%80%8b%ef%bc%88%e7%ac%ac%e4%b8%80%e9%83%a8%e5%88%86%ef%bc%89-%e5%8a%9f%e8%83%bd%e6%a6%82%e8%bf%b0%e5%92%8c%e6%9c%af%e8%af%ad","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e3%80%8apentaho%e6%95%b0%e6%8d%ae%e9%9b%86%e6%88%90%e5%85%a5%e9%97%a8%e3%80%8b%ef%bc%88%e7%ac%ac%e4%b8%80%e9%83%a8%e5%88%86%ef%bc%89-%e5%8a%9f%e8%83%bd%e6%a6%82%e8%bf%b0%e5%92%8c%e6%9c%af%e8%af%ad\/","title":{"rendered":"\u300aPentaho\u6570\u636e\u96c6\u6210\u5165\u95e8\u300b\uff08\u7b2c\u4e00\u90e8\u5206\uff09-\u529f\u80fd\u6982\u8ff0\u548c\u672f\u8bed\u6574\u7406"},"content":{"rendered":"<h1>\u603b\u7ed3<\/h1>\n<p>\u672c\u6587\u4ecb\u7d39\u4e86\u4ee5\u4e0b\u5167\u5bb9\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">\u6a5f\u80fd\u6982\u8981(\u5165\u9580\u7de8\u3068\u3057\u3066Pentaho Data Integration\u3067\u3067\u304d\u308b\u3053\u3068\u3092\u6574\u7406)<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\u7528\u8a9e\u6574\u7406(Pentaho Data Integration\u306e\u57fa\u672c\u7684\u306a\u7528\u8a9e\u3092\u6574\u7406)<\/ul>\n<h1>\u529f\u80fd\u6982\u8981 &#8211; \u529f\u80fd\u7684\u603b\u7ed3 or \u529f\u80fd\u6982\u8ff0<\/h1>\n<p>\u6211\u6574\u7406\u4e86Pentaho\u6570\u636e\u96c6\u6210\u53ef\u4ee5\u5177\u4f53\u505a\u4ec0\u4e48\u3002<\/p>\n<p>\u57fa\u672c\u7684\u306aETL\u6a5f\u80fd<\/p>\n<p>\u30c7\u30fc\u30bf\u62bd\u51fa<\/p>\n<p>DB\u3001\u30d5\u30a1\u30a4\u30eb(CSV\/\u56fa\u5b9a\u9577\/Excel\/Json\/XML\u7b49)\u3001RestAPI\u3001LDAP\u7b49\u3078\u30a2\u30af\u30bb\u30b9\u3057\u30c7\u30fc\u30bf\u3092\u53d6\u5f97<br \/>\n\u7279\u306bDB(Table)\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\u306fSQL\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u306b\u306a\u308b\u306e\u3067\u3001SQL\u4e0a\u306b\u5909\u6570\u3092\u57cb\u3081\u8fbc\u3093\u3067\u6761\u4ef6\u3092\u5909\u66f4\u3057\u306a\u304c\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3001\u6761\u4ef6\u3092\u4f5c\u3063\u3066\u304a\u3044\u3066Loop\u3055\u305b\u3066SQL\u3092\u52d5\u7684\u306b\u767a\u884c\u3057\u306a\u304c\u3089\u51e6\u7406\u3092\u884c\u3046\u3068\u304b)<br \/>\nS3\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u3078\u76f4\u63a5\u30a2\u30af\u30bb\u30b9\u3057\u30c7\u30fc\u30bf\u3092\u53d6\u5f97<br \/>\n\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf(JMS\u3001Kafka\u3001MQTT)\u306e\u53d6\u5f97<br \/>\nAvro\u3001Parquet\u3001Cassandra\u3001CouchDB\u3001HBase\u3001Mongo\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d6\u5f97\u3084\u3001HDFS\u4e0a\u306e\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u76f4\u63a5\u30a2\u30af\u30bb\u30b9<br \/>\nGoogleAnalytics\u3001Salesforce\u3001SAS\u306e\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc \u203b\u4f7f\u3063\u305f\u3053\u3068\u7121\u3044\u304b\u3089\u3069\u3053\u307e\u3067\u3067\u304d\u308b\u306e\u304b\u4e0d\u660e<br \/>\n\u30e1\u30fc\u30eb\u3092\u53d7\u4fe1\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97(\u6dfb\u4ed8\u30d5\u30a1\u30a4\u30eb\u3092\u53d6\u5f97\u3057\u3066\u8aad\u307f\u8fbc\u3080\u3053\u3068\u3082\u53ef\u80fd)<br \/>\n\u6307\u5b9a\u3057\u305f\u30d5\u30a9\u30eb\u30c0\u914d\u4e0b\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u6b63\u898f\u8868\u73fe\u3067\u691c\u7d22\u3057\u3066\u8aad\u307f\u8fbc\u3080(\u30b5\u30d6\u30d5\u30a9\u30eb\u30c0\u3082\u542b\u3080)<br \/>\n\u30b7\u30b9\u30c6\u30e0\u30c7\u30fc\u30bf(\u30b7\u30b9\u30c6\u30e0\u65e5\u4ed8\u3001\u51e6\u7406\u958b\u59cb\u65e5\u3001IP\u30a2\u30c9\u30ec\u30b9\u3001\u30db\u30b9\u30c8\u540d\u7b49\u3044\u308d\u3044\u308d)<\/p>\n<p>\u30c7\u30fc\u30bf\u52a0\u5de5<\/p>\n<p>\u6587\u5b57\u5217\u52a0\u5de5(substr\u3001\u7f6e\u63db\u3001Mapping\u3001padding\u3001Trim\u3001\u7d50\u5408)<br \/>\n\u30b7\u30fc\u30b1\u30f3\u30b9\u306e\u8ffd\u52a0\u3084\u5b9a\u6570\u8ffd\u52a0\u3001NULL\u5909\u63db\u3001\u30c7\u30fc\u30bf\u306e\u6b63\u898f\u5316\u3084\u975e\u6b63\u898f\u5316\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30c8<br \/>\n\u30d5\u30a3\u30fc\u30eb\u30c9\u7d50\u5408\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u5206\u5272\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u5358\u4f4d\u306e\u6587\u5b57\u30b3\u30fc\u30c9\u5909\u63db<br \/>\n\u65e5\u4ed8\u3084\u6642\u9593\u306e\u8a08\u7b97<br \/>\n\u96c6\u8a08\u306a\u3069\u306e\u30b0\u30eb\u30fc\u30d7\u5316\u51e6\u7406(Sum\u3001\u6700\u5927\u3001\u6700\u5c0f\u3001\u6700\u521d\u3001\u6700\u5f8c\u3001\u5e73\u5747\u3001\u4e2d\u592e\u3001\u30ab\u30a6\u30f3\u30c8\u7b49)<br \/>\n\u578b\u5909\u63db<br \/>\n\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u3084Case\u306b\u3088\u308b\u5b9f\u65bd\u51e6\u7406\u306e\u5909\u66f4<br \/>\n\u30c7\u30fc\u30bf\u7d50\u5408(Join\u3001Lookup\u7b49)<br \/>\n\u7d71\u8a08\u60c5\u5831(\u6a19\u6e96\u504f\u5dee\u3001\u6700\u5927\u3001\u6700\u5c0f\u3001\u4e2d\u592e\u5024\u3001\u5e73\u5747\u5024\u7b49)<br \/>\n\u30c7\u30fc\u30bf\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0<br \/>\n\u30d5\u30a1\u30a4\u30eb\u306e\u30a8\u30f3\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0<br \/>\nExcel\u95a2\u6570\u306e\u3088\u3046\u306aFunction\u306b\u3088\u308b\u5404\u7a2e\u5909\u63db(IF\u306a\u3069\u3082\u3042\u308b\u306e\u3067\u6761\u4ef6\u306b\u3088\u308b\u53ef\u5909\u51e6\u7406\u304c\u53ef\u80fd)<br \/>\n\u30b9\u30af\u30ea\u30d7\u30c8\u8a00\u8a9e\u3067\u597d\u304d\u306a\u51e6\u7406\u3092\u5b9f\u88c5\u53ef\u80fd(Javascript\u3001Groovy\u3001Jython\u3001JRuby)<\/p>\n<p>\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9<\/p>\n<p>DB\u3001\u30d5\u30a1\u30a4\u30eb(CSV\/\u56fa\u5b9a\u9577\/Excel\/Json\/XML\u7b49)\u3001LDAP\u3001\u30c7\u30fc\u30bf\u3092\u30ed\u30fc\u30c9<br \/>\nS3\u4e0a\u3078\u76f4\u63a5\u30d5\u30a1\u30a4\u30eb\u51fa\u529b<br \/>\n\u30b9\u30c8\u30ea\u30fc\u30e0\u30c7\u30fc\u30bf\u3078\u306e\u51fa\u529b<br \/>\nAvro\u3001Parquet\u3001Cassandra\u3001HBase\u3001Mongo\u3001HDFS\u3078\u306e\u30d5\u30a1\u30a4\u30eb\u51fa\u529b<br \/>\n\u30d5\u30a1\u30a4\u30eb\u6dfb\u4ed8\u3057\u3066\u30e1\u30fc\u30eb\u9001\u4fe1<\/p>\n<p>JOB\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb<\/p>\n<p>\u5404\u7a2e\u51e6\u7406\u306e\u5b9f\u884c\u9806\u3092\u5236\u5fa1(\u51e6\u7406\u306b\u6210\u529f\u3057\u305f\u3089A\u306e\u51e6\u7406\u3092\u5b9f\u884c\u3001\u5931\u6557\u3057\u305f\u3089B\u306e\u51e6\u7406\u3092\u5b9f\u884c\u3001\u6307\u5b9a\u3057\u305f\u4ee5\u964d\u306e\u51e6\u7406\u3092\u4e26\u5217\u5b9f\u884c\u3059\u308b\u3001\u7279\u5b9a\u51e6\u7406\u3092Loop\u3055\u305b\u308b\u7b49)<br \/>\n\u30d5\u30a1\u30a4\u30eb\u3084\u30d5\u30a9\u30eb\u30c0\u306e\u5b58\u5728\u6709\u7121\u3092\u30c1\u30a7\u30c3\u30af<br \/>\nWeb\u30b5\u30fc\u30d3\u30b9\u306e\u6b7b\u6d3b\u30c1\u30a7\u30c3\u30af<br \/>\nDB\u3078\u306e\u63a5\u7d9a\u30c1\u30a7\u30c3\u30af\u3084Table\u306e\u5b58\u5728\u6709\u7121\u30c1\u30a7\u30c3\u30af<br \/>\nPing\u306b\u3088\u308b\u30b5\u30fc\u30d0\u30fc\u306e\u6b7b\u6d3b\u30c1\u30a7\u30c3\u30af<br \/>\nPentaho\u5358\u4f53\u3067\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u5b9f\u884c\u3000\u203bPentaho\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981<\/p>\n<p>\u305d\u306e\u4ed6<\/p>\n<p>\u30a8\u30e9\u30fc\u30cf\u30f3\u30c9\u30ea\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3(\u8a72\u5f53\u3057\u305f\u30a8\u30e9\u30fc\u30c7\u30fc\u30bf\u306e\u307f\u3092\u30d5\u30a1\u30a4\u30eb\u51fa\u529b\u3057\u3066\u304a\u304d\u3001\u6b63\u5e38\u30c7\u30fc\u30bf\u306e\u307f\u3092DB\u3078\u30ed\u30fc\u30c9\u3059\u308b\u7b49\u304c\u53ef\u80fd)<br \/>\n\u30d5\u30a1\u30a4\u30eb\u8ee2\u9001(FTP\u3001SCP)\u3084\u30ed\u30fc\u30ab\u30eb\u3067\u306e\u30d5\u30a1\u30a4\u30eb\u30b3\u30d4\u30fc\u3001\u30d5\u30a9\u30eb\u30c0\u4f5c\u6210\u306a\u3069\u306e\u30d5\u30a1\u30a4\u30eb\u64cd\u4f5c<br \/>\n\u540c\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u30d5\u30a1\u30a4\u30eb\u306e\u5b9f\u884c<br \/>\n\u5916\u90e8\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c(ssh)<br \/>\n\u4f5c\u6210\u3057\u305fETL\u51e6\u7406\u306e\u8a2d\u5b9a\u3092\u5916\u90e8\u304b\u3089\u5909\u66f4\u3057\u3066\u52d5\u7684\u306b\u5b9f\u884c\u3059\u308b\u6a5f\u80fd(\u4f8b\u3048\u3070CSV\u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3060\u3051\u304c\u9055\u3046\u304c\u5f8c\u7d9a\u51e6\u7406\u306f\u540c\u3058\u3053\u3068\u3092\u3057\u305f\u3044\u5834\u5408\u306a\u3069\u306b\u3001\u5b9f\u884c\u3059\u308bCSV\u30d5\u30a1\u30a4\u30eb\u306b\u3088\u3063\u3066\u3001\u5916\u90e8\u304b\u3089\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u60c5\u5831\u3092\u6e21\u3057\u3066\u52d5\u7684\u306b\u8a2d\u5b9a\u3092\u5909\u3048\u308b\u3088\u3046\u306a\u3053\u3068\u304c\u53ef\u80fd)<br \/>\nRestAPI\u7d4c\u7531\u3067Pentaho\u306eJOB\u3092\u5b9f\u884c\u3059\u308b(\u5358\u4f53\u3067JOB\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u3057\u3001Json\u3068\u304b\u3067\u7d50\u679c\u3092\u623b\u3059\u3053\u3068\u3082\u53ef\u80fd) \u203bPentaho\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981<\/p>\n<p>\u6211\u53ea\u662f\u968f\u610f\u5199\u4e0b\u4e86\u4e00\u4e9b\u60f3\u6cd5\uff0c\u4f46\u6211\u8ba4\u4e3a\u5e02\u9762\u4e0a\u7684\u6279\u5904\u7406\u7a0b\u5e8f\u5927\u81f4\u4e0a\u90fd\u5177\u5907\u4e86\u6240\u9700\u7684\u529f\u80fd\u3002<br \/>\n\u6279\u5904\u7406\u7a0b\u5e8f\u53ef\u4ee5\u4f7f\u7528Shell\u811a\u672c\u6216\u4efb\u4f55\u7f16\u7a0b\u8bed\u8a00\u7f16\u5199\uff0c\u4f46\u5728\u80fd\u591f\u8ba9\u4efb\u4f55\u4eba\u90fd\u80fd\u591f\u8f7b\u677e\u5b9e\u73b0\u6240\u9700\u5904\u7406\u7684\u65b9\u9762\uff0cETL\u5de5\u5177\u662f\u5353\u8d8a\u7684\u3002<br \/>\n\u7531\u4e8ePentaho\u53ef\u4ee5\u514d\u8d39\u4e14\u6ca1\u6709\u7279\u5b9a\u9650\u5236\u5730\u4f7f\u7528\uff0c\u6240\u4ee5\u5728\u5c1d\u8bd5ETL\u5de5\u5177\u65f6\u662f\u4e00\u4e2a\u63a8\u8350\u7684\u9009\u62e9\u3002<\/p>\n<p>\u9664\u4e86 Pentaho\uff0c\u8fd8\u6709\u4e00\u4e2a\u8457\u540d\u7684\u65e0\u507f\u53ef\u7528 ETL \u5de5\u5177\u662f Talend\uff0c\u4f46\u6211\u8ba4\u4e3a\u5b83\u4eec\u7684\u5185\u6838\u57fa\u672c\u76f8\u540c\u3002\u867d\u7136\u6211\u6ca1\u6709\u7528\u8fc7 Talend &#8230;<br \/>\n\u5982\u679c\u5bf9 ETL \u611f\u5174\u8da3\u7684\u8bdd\uff0c\u53ef\u4ee5\u8bd5\u8bd5\u65e0\u507f\u53ef\u7528\u7684 Pentaho \u6216 Talend\uff0c\u9009\u62e9\u5bf9\u81ea\u5df1\u66f4\u6613\u7528\u7684\u5de5\u5177\u3002<br \/>\n\u603b\u4e4b\uff0c\u5728\u8fd9\u4e2a\u5e10\u53f7\u4e2d\uff0c\u6211\u4f1a\u8be6\u7ec6\u4ecb\u7ecd Pentaho \u7684 ETL \u4f7f\u7528\u65b9\u6cd5\u7b49\u5185\u5bb9\uff0c\u5e0c\u671b\u80fd\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<h1>\u6574\u7406\u8bcd\u6c47<\/h1>\n<p>\u6211\u6574\u7406\u4e86\u4f7f\u7528Pentaho\u6570\u636e\u96c6\u6210\u65f6\u9700\u8981\u4e86\u89e3\u7684\u672f\u8bed\u3002<\/p>\n<p>Pentaho<\/p>\n<p>\u30da\u30f3\u30bf\u30db\u3068\u8aad\u307f\u307e\u3059<br \/>\n\u7d71\u5408BI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u3001\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u6a5f\u80fd\u3001OLAP\u6a5f\u80fd\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u6a5f\u80fd\u3001ETL\u6a5f\u80fd\u306a\u3069\u3092\u6301\u3064\u5404OSS\u30d7\u30ed\u30c0\u30af\u30c8\u3092\u7d71\u5408\u3057\u305f\u88fd\u54c1\u3067\u3059<\/p>\n<p>Pentaho Data Integration<\/p>\n<p>\u30da\u30f3\u30bf\u30db\u30c7\u30fc\u30bf\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u8aad\u307f\u307e\u3059<br \/>\n\u7d71\u5408BI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306ePentaho\u88fd\u54c1\u306e\u4e2d\u306eETL\u6a5f\u80fd\u306e\u547c\u79f0\u3067\u3059<br \/>\n\u982d\u6587\u5b57\u3092\u3068\u3063\u3066PDI\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3067\u3059\u304c\u3001Kettle\u3068\u3044\u3046\u547c\u3073\u65b9\u3082\u3042\u308a\u307e\u3059<br \/>\nPDI\u306f\u3001\u5f8c\u8ff0\u3059\u308bSpoon\u3084Pan\u3001Kitchen\u3068\u3044\u3046\u6a5f\u80fd\u3092\u6301\u3063\u3066\u3044\u307e\u3059<\/p>\n<p>Spoon<\/p>\n<p>PDI\u306b\u542b\u307e\u308c\u3066\u3044\u308bETL\u51e6\u7406\u3092\u30c7\u30b6\u30a4\u30f3\u3059\u308b\u305f\u3081\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30c4\u30fc\u30eb\u3067\u3059<br \/>\nSpoon\u4e0a\u3067\u5f8c\u8ff0\u3059\u308bTransformation\u3084JOB\u3092\u4f5c\u6210\u3057\u305f\u308a\u5b9f\u884c\u3057\u305f\u308a\u3057\u307e\u3059<br \/>\n\u4ee5\u4e0b\u3001Spoon\u3092\u8d77\u52d5\u3057\u305f\u3068\u3053\u308d\u306e\u30a4\u30e1\u30fc\u30b8\u3067\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d90d9913a08637a6dd78a\/11-0.png\" alt=\"spoon.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Transformation<\/ul>\n<\/li>\n<\/ul>\n<p>\u57fa\u672c\u7684\u306aETL\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u306e\u5358\u4f4d\u3067\u3059<br \/>\n\u4e00\u3064\u306eTransformation\u306e\u4e2d\u3067\u3001\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3001\u52a0\u5de5\u3001\u30ed\u30fc\u30c9\u306a\u3069\u3092\u5b8c\u7d50\u3055\u305b\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059<br \/>\n\u305f\u3060\u3057Transformation\u306e\u4e2d\u304b\u3089\u5225\u306eTransformation\u3092\u547c\u3073\u51fa\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u308b\u306e\u3067\u4f7f\u3044\u65b9\u6b21\u7b2c\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001ETL\u51e6\u7406\u3092\u591a\u6bb5\u306b\u7d44\u3093\u3067\u3044\u304f\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059<br \/>\n\u4ee5\u4e0b\u3001Transformation\u3092Spoon\u4e0a\u3067\u8868\u793a\u3057\u3066\u3044\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d90d9913a08637a6dd78a\/13-0.png\" alt=\"Transformation.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">JOB<\/ul>\n<\/li>\n<\/ul>\n<p>\u4f5c\u6210\u3055\u308c\u305fTransformation\u306e\u51e6\u7406\u9806\u306a\u3069\u306e\u6d41\u308c\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u5358\u4f4d\u3067\u3059<br \/>\nTransformation\u3084\u5225\u306eJOB\u3092\u547c\u3073\u51fa\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059<br \/>\nTransformation\u5185\u3067\u4f7f\u7528\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u3092\u5225\u306e\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u30b3\u30d4\u30fc\u3057\u3066\u304d\u305f\u308a\u3001Transformation\u3092\u6b63\u5e38\u306b\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u4e8b\u524d\u306b\u5fc5\u8981\u306a\u30d5\u30a1\u30a4\u30eb\u306e\u5b58\u5728\u30c1\u30a7\u30c3\u30af\u3084DB\u306e\u6b7b\u6d3b\u30c1\u30a7\u30c3\u30af\u306a\u3069\u3082\u5b9f\u65bd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<br \/>\n\u51e6\u7406\u304c\u30a8\u30e9\u30fc\u306b\u306a\u3063\u305f\u3089\u30ed\u30b0\u3092\u51fa\u529b\u3057\u3066\u3001\u30e1\u30fc\u30eb\u3092\u9001\u308b\u306a\u3069\u3082\u53ef\u80fd\u3067\u3059<br \/>\n\u4ee5\u4e0b\u3001JOB\u3092Spoon\u4e0a\u3067\u8868\u793a\u3057\u3066\u3044\u308b\u30a4\u30e1\u30fc\u30b8\u3067\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d90d9913a08637a6dd78a\/15-0.png\" alt=\"JOB.png\" \/><\/div>\n<p>Pan<\/p>\n<p>Spoon\u3067\u4f5c\u3063\u305fTransformation\u3092\u30d0\u30c3\u30c1\u5b9f\u884c\u3059\u308b\u969b\u306b\u4f7f\u7528\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3067PDI\u306b\u542b\u307e\u308c\u3066\u3044\u307e\u3059<br \/>\nSpoon\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u5834\u5408\u306f\u5b9f\u884c\u30dc\u30bf\u30f3\u3092\u62bc\u3059\u5fc5\u8981\u304c\u3042\u308b\u306e\u3067\u3001\u30bf\u30b9\u30af\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc\u3068\u304b\u306b\u7d44\u307f\u8fbc\u3080\u5834\u5408\u306b\u4f7f\u7528\u3057\u307e\u3059<\/p>\n<p>Kitchen<\/p>\n<p>Spoon\u3067\u4f5c\u3063\u305fJOB\u3092\u30d0\u30c3\u30c1\u5b9f\u884c\u3059\u308b\u969b\u306b\u4f7f\u7528\u3059\u308b\u30b9\u30af\u30ea\u30d7\u30c8\u3067\u3001\u4f7f\u3044\u65b9\u306fPan\u3068\u540c\u3058\u3067\u3059<br \/>\nTransformation\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306fPan\u3092\u3001JOB\u3092\u5b9f\u884c\u3059\u308b\u5834\u5408\u306fKitchen\u3092\u4f7f\u3046\u3068\u3044\u3046\u611f\u3058\u3067\u3059<\/p>\n<p>Pentaho BA Server (Pentaho\u30b5\u30fc\u30d0\u30fc)<\/p>\n<p>Pentaho\u306e\u7d71\u5408BI\u30c4\u30fc\u30eb\u3068\u3057\u3066\u306e\u30ec\u30dd\u30fc\u30c8\u8868\u793a\u3084\u30e6\u30fc\u30b6\u7ba1\u7406\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc\u7ba1\u7406\u306a\u3069\u3092\u884c\u3046\u6a5f\u80fd\u3067\u3059<br \/>\nPDI\u3068\u306f\u5225\u306b\u63d0\u4f9b\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001\u4f7f\u7528\u3059\u308b\u5834\u5408\u306f\u5225\u9014\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059<br \/>\nPentaho\u30b5\u30fc\u30d0\u30fc\u306f\u30ec\u30dd\u30b8\u30c8\u30ea\u6a5f\u80fd\u3082\u6301\u3064\u306e\u3067\u3001PDI\u306eSpoon\u304b\u3089Pentaho\u30b5\u30fc\u30d0\u30fc\u306b\u3064\u306a\u3050\u3068\u3001Spoon\u3067\u4f5c\u6210\u3057\u305fTransformation\u3084JOB\u3092\u30ec\u30dd\u30b8\u30c8\u30ea\u4e0a\u306b\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059<br \/>\n\u30ec\u30dd\u30b8\u30c8\u30ea\u4e0a\u3067\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067Pentaho\u30b5\u30fc\u30d0\u30fc\u4e0a\u306e\u30b9\u30b1\u30b8\u30e5\u30fc\u30e9\u30fc\u6a5f\u80fd\u3067ETL\u51e6\u7406\u3092\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u308a\u307e\u3059<br \/>\nRestAPI\u306e\u6a5f\u80fd\u3082\u63d0\u4f9b\u3057\u3066\u304f\u308c\u308b\u306e\u3067\u3001\u30ec\u30dd\u30b8\u30c8\u30ea\u4e0a\u306eETL\u51e6\u7406\u3084Pentaho\u30b5\u30fc\u30d0\u30fc\u306e\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u4e0a\u306eETL\u51e6\u7406\u3092\u6307\u5b9a\u3057\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059<br \/>\n\u4ee5\u4e0b\u3001Pentaho\u30b5\u30fc\u30d0\u30fc\u3092\u8d77\u52d5\u3057\u3066\u30a2\u30af\u30bb\u30b9\u3057\u305f\u30a4\u30e1\u30fc\u30b8\u3067\u3059<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d90d9913a08637a6dd78a\/17-0.png\" alt=\"PentahoServer.png\" \/><\/div>\n<h1>\u5982\u4e0b:<br \/>\n\u4f7f\u7528\u89c4\u7a0b<\/h1>\n<p>\u8bf7\u53c2\u8003\u4ee5\u4e0b\u5185\u5bb9\u4e86\u89e3Pentaho Data Integration\u7684\u5b89\u88c5\u65b9\u5f0f\u3002<\/p>\n<p>\u4e0b\u6b21\uff0c\u6211\u8ba1\u5212\u603b\u7ed3\u66f4\u5177\u4f53\u7684\u8f6c\u6362\u548c\u4efb\u52a1\u7684\u521b\u5efa\u65b9\u6cd5\u3002<\/p>\n<h1>\u5173\u4e8e\u652f\u6301\u7684\u4e8b\u9879<\/h1>\n<p>\u867d\u7136\u4f7f\u7528OSS\u7248\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\uff0c\u4f46\u6211\u60f3\u4e5f\u6709\u4e9b\u4eba\u5e0c\u671b\u80fd\u83b7\u5f97\u6280\u672f\u652f\u6301\u3002<br \/>\n\u56fd\u5185\u597d\u50cf\u6709\u4ee5\u4e0b\u9014\u5f84\u53ef\u4ee5\u63d0\u4f9b\u652f\u6301\uff0c\u5f53\u7136\u8d39\u7528\u4f1a\u4ea7\u751f\u3002<br \/>\n\u5982\u679c\u9700\u8981\uff0c\u8bf7\u5c1d\u8bd5\u54a8\u8be2\u3002<\/p>\n<p>KSK\u5206\u6790<br \/>\n\u65e5\u7acb<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u603b\u7ed3 \u672c\u6587\u4ecb\u7d39\u4e86\u4ee5\u4e0b\u5167\u5bb9\u3002 \u6a5f\u80fd\u6982\u8981(\u5165\u9580\u7de8\u3068\u3057\u3066Pentaho Data Integration\u3067\u3067\u304d\u308b\u3053\u3068 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50383","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u300aPentaho\u6570\u636e\u96c6\u6210\u5165\u95e8\u300b\uff08\u7b2c\u4e00\u90e8\u5206\uff09-\u529f\u80fd\u6982\u8ff0\u548c\u672f\u8bed\u6574\u7406 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u300apentaho\u6570\u636e\u96c6\u6210\u5165\u95e8\u300b\uff08\u7b2c\u4e00\u90e8\u5206\uff09-\u529f\u80fd\u6982\u8ff0\u548c\u672f\u8bed\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u300aPentaho\u6570\u636e\u96c6\u6210\u5165\u95e8\u300b\uff08\u7b2c\u4e00\u90e8\u5206\uff09-\u529f\u80fd\u6982\u8ff0\u548c\u672f\u8bed\u6574\u7406\" \/>\n<meta property=\"og:description\" content=\"\u603b\u7ed3 \u672c\u6587\u4ecb\u7d39\u4e86\u4ee5\u4e0b\u5167\u5bb9\u3002 \u6a5f\u80fd\u6982\u8981(\u5165\u9580\u7de8\u3068\u3057\u3066Pentaho Data Integration\u3067\u3067\u304d\u308b\u3053\u3068 [&hellip;]\" \/>\n<meta property=\"og:url\" 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