{"id":32039,"date":"2023-11-28T16:40:13","date_gmt":"2023-11-28T07:40:13","guid":{"rendered":"https:\/\/gri.jp\/media\/?p=32039"},"modified":"2023-11-27T16:43:03","modified_gmt":"2023-11-27T07:43:03","slug":"%e3%80%90matillion%e3%80%91tableau%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bfapi%e3%82%92%e5%88%a9%e7%94%a8%e3%81%97%e3%81%a6%e3%83%a1%e3%82%bf%e3%83%87%e3%83%bc%e3%82%bf%e6%83%85%e5%a0%b1%e3%82%92d","status":"publish","type":"post","link":"https:\/\/gri.jp\/media\/entry\/32039","title":{"rendered":"\u3010Matillion\u3011Tableau\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u3092\u5229\u7528\u3057\u3066\u30e1\u30bf\u30c7\u30fc\u30bf\u60c5\u5831\u3092DWH\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b"},"content":{"rendered":"<p>\u3053\u3061\u3089\u306e\u8a18\u4e8b\u306e\u7d9a\u304d\u3067\u3059\u3002<\/p>\n<p>https:\/\/gri.jp\/media\/entry\/31336<\/p>\n<p>\u672c\u8a18\u4e8b\u3067\u306fELT\u30c4\u30fc\u30eb\u306eMatillion\u3067Tableau\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u3092\u5229\u7528\u2192\u30e1\u30bf\u30c7\u30fc\u30bf\u60c5\u5831\u3092DWH\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<br \/>\n\u203bMatillion\u306b\u95a2\u3059\u308b\u8a18\u4e8b\u306f<a href=\"https:\/\/gri.jp\/media\/?s=Matillion\">\u3053\u3061\u3089<\/a><\/p>\n<h3>\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u3092\u5229\u7528\u3059\u308b\u969b\u306e\u6d41\u308c<\/h3>\n<h5>1. \u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97<\/h5>\n<p>\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u3092\u5229\u7528\u3057\u3066\u30e1\u30bf\u30c7\u30fc\u30bf\u60c5\u5831\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001\u3042\u3089\u304b\u3058\u3081\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u30022023\u5e7410\u6708\u73fe\u5728\u3001\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u306e\u53d6\u5f97\u65b9\u6cd5\u306f3\u7a2e\u985e\u307b\u3069\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u203b\u8a73\u3057\u3044\u53d6\u5f97\u65b9\u6cd5\u306f\u3053\u3061\u3089<\/p>\n<div class=\"linkcard\"><table border=\"1\" cellspacing=\"0\" cellpadding=\"4\"><tbody><\/tr><tr><td>Documentation for the Tableau Metadata API<br><a class=\"lkc-link no_icon\" href=\"https:\/\/help.tableau.com\/current\/api\/metadata_api\/en-us\/docs\/meta_api_auth.html\" target=\"_blank\" rel=\"external noopenner\">How to Authenticate<\/a> - help.tableau.com<\/td><\/tr><\/tbody><\/table><\/div>\n<h5>2. \u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u7528\u3044\u3066\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u3092\u5229\u7528(POST)\u2192\u7d50\u679c\u3092\u53d6\u5f97<\/h5>\n<p>\u53d6\u5f97\u3057\u305f\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u5229\u7528\u3057\u3066POST\u5f62\u5f0f\u3067API\u3092\u53e9\u304d\u307e\u3059\u3002\u305d\u306e\u969b\u3001GraphQL\u306e\u30af\u30a8\u30ea\u3092body\u3067\u6e21\u3057\u307e\u3059\u3002\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<blockquote><p>https:\/\/&lt;server-name&gt;\/api\/metadata\/graphql<br \/>\n\u4f8b\uff09https:\/\/us-west-2b.online.tableau.com\/api\/metadata\/graphql<\/p><\/blockquote>\n<h3>Matillion\u3067\u306e\u30b8\u30e7\u30d6\u4f5c\u6210<\/h3>\n<p>\u672c\u8a18\u4e8b\u3067\u306f\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b&#8221;Python Script&#8221;\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3001\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u3092\u53e9\u3044\u3066\u51fa\u529b\u3092DWH(Snowflake)\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u306e\u306b&#8221;API Query&#8221;\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u4e0b\u56f3\u306f\u30d5\u30ed\u30fc\u306e\u5168\u4f53\u56f3\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-32067 size-full\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2023\/10\/mat_01.png\" alt=\"\" width=\"433\" height=\"140\" \/>\n<h5>1. \u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u500b\u4eba\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u7528\u306e\u74b0\u5883\u5909\u6570\u3092\u7528\u610f<\/h5>\n<p>Project &gt; Manage Environment Variables\u304b\u3089\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u30c8\u30fc\u30af\u30f3\u540d\u3068\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u306e\u74b0\u5883\u5909\u6570\u3092\u305d\u308c\u305e\u308c\u7528\u610f\u3057\u3001\u5024\u3092\u8a2d\u5b9a\u3057\u3066\u304a\u304d\u307e\u3059\u3002\u3053\u3053\u3067\u8a2d\u5b9a\u3057\u305f\u74b0\u5883\u5909\u6570\u306fPython\u3067\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3059\u308b\u969b\u306b\u53c2\u7167\u3057\u307e\u3059\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-32078 aligncenter\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2023\/10\/mat_03.png\" alt=\"\" width=\"656\" height=\"212\" \/><br \/>\n\u203b\u500b\u4eba\u30a2\u30af\u30bb\u30b9\u30c8\u30fc\u30af\u30f3\u306e\u53d6\u5f97\u65b9\u6cd5\u306f\u3053\u3061\u3089<\/p>\n<div class=\"linkcard\"><table border=\"1\" cellspacing=\"0\" cellpadding=\"4\"><tbody><\/tr><tr><td>The Tableau Server REST API requires that you send a credentials token with each request<br><a class=\"lkc-link no_icon\" href=\"https:\/\/help.tableau.com\/current\/api\/rest_api\/en-us\/REST\/rest_api_concepts_auth.htm#make-a-sign-in-request-with-a-personal-access-token\" target=\"_blank\" rel=\"external noopenner\">Authentication-Tableau Server REST API<\/a> - help.tableau.com<\/td><\/tr><\/tbody><\/table><\/div>\n<h5>2. \u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u4e00\u6642\u7684\u306b\u683c\u7d0d\u3057\u3066\u304a\u304f\u305f\u3081\u306e\u74b0\u5883\u5909\u6570\u3092\u7528\u610f<\/h5>\n<p>\u540c\u3058\u304f Project &gt; Manage Environment Variables\u304b\u3089Python\u3067\u53d6\u5f97\u3057\u305f\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u4e00\u6642\u7684\u306b\u683c\u7d0d\u3057\u3066\u304a\u304f\u305f\u3081\u306e\u74b0\u5883\u5909\u6570\u3092\u7528\u610f\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u8a2d\u5b9a\u3057\u305f\u74b0\u5883\u5909\u6570\u306fAPI Query\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067API\u3092\u53e9\u304f\u969b\u306b\u53c2\u7167\u3057\u307e\u3059\u3002<\/p>\n<h5>3. Manage Query Profiles\u3067\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u306e\u60c5\u5831\u3092\u8a2d\u5b9a<\/h5>\n<p>Project &gt; Manage API Profiles &gt; Manage Query Profiles\u304b\u3089\u30e1\u30bf\u30c7\u30fc\u30bfAPI\u306e\u60c5\u5831\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u4e0b\u8a18\u753b\u9762\u306eAuth\u30bf\u30d6\u3067ENABLED\u3092on\u306b\u3057\u3066\u3001Type\u6b04\u3067&#8221;Bearer Token&#8221;\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u969b\u306b\u306f\u3044\u3063\u305f\u3093\u8a8d\u8a3c\u3092\u901a\u3059\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u753b\u9762\u53f3\u5074\u3067\u306f\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u5165\u529b\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\u203b\u305d\u306e\u305f\u3081\u306b\u3001\u3042\u3089\u304b\u3058\u3081\u5f8c\u8ff0\u306ePython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9f\u884c\u3059\u308b\u306a\u3069\u3057\u3066\u3001\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h5><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-32081 size-full aligncenter\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2023\/10\/mat_04.png\" alt=\"\" width=\"1101\" height=\"326\" \/><\/h5>\n<p>\u307e\u305f\u3001Body\u30bf\u30d6\u304b\u3089GraphQL\u306e\u30af\u30a8\u30ea\u3092json\u5f62\u5f0f\u3067\u8a18\u8ff0\u3057\u307e\u3059\u3002\u3053\u306e\u969b\u3001\u4ee5\u4e0b\u30dd\u30a4\u30f3\u30c8\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<ul>\n<li>key\u306b&#8221;query&#8221;\u3001value\u306b\u30af\u30a8\u30ea\u5185\u5bb9\u3092\u8a18\u8ff0\u3059\u308b<br \/>\n\u4f8b\uff09{&#8220;query&#8221;: &#8220;query getWorkbooksAndTables { workbooks { id name upstreamTables { id name }}}&#8221;}<\/li>\n<li>value(\u30af\u30a8\u30ea\u5185\u5bb9)\u306e\u4e2d\u3067\u6539\u884c\u3057\u306a\u3044<br \/>\n\u203b\u6539\u884c\u3059\u308b\u3068\u30a8\u30e9\u30fc\u3068\u306a\u308b<\/li>\n<\/ul>\n<p>\u203b\u8a73\u3057\u3044\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u8a2d\u5b9a\u65b9\u6cd5\u306f<a href=\"https:\/\/docs.matillion.com\/metl\/docs\/manage-query-profiles\/\">\u3053\u3061\u3089<\/a><\/p>\n<h5>4. \u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u2192\u74b0\u5883\u5909\u6570\u306b\u683c\u7d0d\u3059\u308bPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210<\/h5>\n<p>&#8220;Python Script&#8221;\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u4e0a\u3067\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u53d6\u5f97\u2192\u74b0\u5883\u5909\u6570\u306b\u683c\u7d0d\u3059\u308bPython\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>name\u3068secret\u306b\u5bfe\u5fdc\u3059\u308b\u74b0\u5883\u5909\u6570(tableau_pat_name, tableau_pat_secret)\u3092\u4ee3\u5165\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<li>server\u3068site\u306f\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u4fee\u6b63\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/li>\n<li>\u6700\u7d42\u884c\u3067\u74b0\u5883\u5909\u6570&#8217;tableau_token&#8217;\u306b\u53d6\u5f97\u3057\u305f\u8a8d\u8a3c\u30c8\u30fc\u30af\u30f3\u3092\u4ee3\u5165\u3057\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<pre class=\"language-python\"><code>import json\r\nimport pandas as pd\r\nimport requests\r\n\r\n\r\n# \u30c8\u30fc\u30af\u30f3\u306e\u53d6\u5f97\r\ndef get_token(server, name, secret, site):\r\n    # URL\u306e\u69cb\u7bc9(API\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5909\u66f4\u3059\u308b\u969b\u306f3.13\u306e\u90e8\u5206\u3092\u5909\u66f4)\r\n    url = server + \"\/api\/3.13\/auth\/signin\"\r\n    # \u30d8\u30c3\u30c0\u30fc\r\n    headers = {\r\n        \"accept\": \"application\/json\",\r\n        \"content-type\": \"application\/json\"\r\n    }\r\n    # \u30dc\u30c7\u30a3\r\n    body = {\r\n        \"credentials\": {\"personalAccessTokenName\": name,\r\n                        \"personalAccessTokenSecret\": secret,\r\n                        \"site\": {\"contentUrl\": site}}}\r\n    # POST\r\n    pst = requests.post(url, json=body, headers=headers)\r\n    # \u7d50\u679c\u53d6\u5f97\r\n    response = pst.json()\r\n    token = response[\"credentials\"][\"token\"]\r\n    return token\r\n  \r\n\r\nif __name__ == '__main__':\r\n    # \u5404\u7a2e\u8a2d\u5b9a\r\n    server = \"\u30b5\u30fc\u30d0\u30fc\u306eURL\" #ex)\"https:\/\/us-west-2b.online.tableau.com\"\r\n    name = tableau_pat_name\r\n    secret = tableau_pat_secret\r\n    site = \"\u30b5\u30a4\u30c8\u540d\"\r\n    # \u95a2\u6570\u5b9f\u884c\r\n    token = get_token(server, name, secret, site)\r\n    context.updateVariable('tableau_token', token)<\/code><\/pre>\n<h5>5. \u30e1\u30bf\u30c7\u30fc\u30bf\u60c5\u5831\u3092\u53d6\u5f97\u2192DWH\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u51e6\u7406\u3092\u201dAPI Query\u201d\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u7528\u3044\u3066\u4f5c\u6210<\/h5>\n<p>&#8220;API Query&#8221;\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306eProperties\u6b04\u304b\u3089\u5404\u7a2e\u8a2d\u5b9a\u3092\u884c\u3044\u307e\u3059\u3002<\/p>\n<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-32085 aligncenter\" style=\"letter-spacing: 0.8px;\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2023\/10\/mat_05.png\" alt=\"\" width=\"430\" height=\"288\" \/>\n<p><span style=\"font-size: 1em; letter-spacing: 0.05em;\">\u3053\u306e\u969b\u3001\u4ee5\u4e0b\u30dd\u30a4\u30f3\u30c8\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<ul>\n<li>Authentication Method\u3067\u306f&#8221;Bearer Token&#8221;\u3067\u306f\u306a\u304f&#8221;Other&#8221;\u3092\u9078\u629e\u3059\u308b<\/li>\n<li>Connection Options\u306eParameter\u306b\u201dCustomHeaders\u201d\u3001Value\u306b\u201dX-tableau-auth:${token\u304c\u5165\u3063\u3066\u3044\u308b\u5909\u6570\u540d}\u201d\u3092\u5165\u529b\u3059\u308b<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-32104 aligncenter\" src=\"https:\/\/gri.jp\/media\/wp\/wp-content\/uploads\/2023\/10\/mat_06.png\" alt=\"\" width=\"1011\" height=\"115\" \/><\/li>\n<\/ul>\n<p>\u3042\u3068\u306f\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u5148\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u8a2d\u5b9a\u3059\u308c\u3070\u30b8\u30e7\u30d6\u306f\u4e00\u901a\u308a\u5b8c\u6210\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3053\u3061\u3089\u306e\u8a18\u4e8b\u306e\u7d9a\u304d\u3067\u3059\u3002 https:\/\/gri.jp\/media\/entry\/31336 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