{"id":49233,"date":"2023-12-16T00:34:11","date_gmt":"2023-07-30T03:56:29","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%80%9a%e8%bf%87terraform%e5%ae%9e%e7%8e%b0%e7%9a%84databricks%e5%b7%a5%e4%bd%9c%e6%b5%81\/"},"modified":"2024-05-04T13:45:40","modified_gmt":"2024-05-04T05:45:40","slug":"%e9%80%9a%e8%bf%87terraform%e5%ae%9e%e7%8e%b0%e7%9a%84databricks%e5%b7%a5%e4%bd%9c%e6%b5%81","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%80%9a%e8%bf%87terraform%e5%ae%9e%e7%8e%b0%e7%9a%84databricks%e5%b7%a5%e4%bd%9c%e6%b5%81\/","title":{"rendered":"\u901a\u8fc7Terraform\u5b9e\u73b0\u7684Databricks\u5de5\u4f5c\u6d41"},"content":{"rendered":"<p>\u901a\u8fc7Terraform\u5b9e\u73b0Databricks\u5de5\u4f5c\u6d41\u7a0b &#8211; 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src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d89d0913a08637a6c7cac\/9-0.png\" alt=\"\" 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decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d89d0913a08637a6c7cac\/12-0.png\" alt=\"\" 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decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d89d0913a08637a6c7cac\/16-0.png\" alt=\"\" \/><\/div>\n<h1>\u5728Databricks\u7684\u57fa\u7840\u8bbe\u65bd\u4e2d &#8211; \u662f\u9e1f\u8fd8\u662f\u98de\u673a\uff1f<\/h1>\n<p>\u5728Databricks\u7684\u80cc\u666f\u4e0b\uff0c&#8221;cluster&#8221;\uff08\u96c6\u7fa4\uff09\uff0c&#8221;notebook&#8221;\uff08\u7b14\u8bb0\u672c\uff09\uff0c&#8221;workspace&#8221;\uff08\u5de5\u4f5c\u533a\uff09\u7b49\u672f\u8bed\u5b9e\u9645\u4e0a\u5177\u6709\u4ec0\u4e48\u610f\u4e49\u5462\uff1f\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bf4\uff0c\u8fd9\u5c31\u662f\u5168\u90e8\uff0c\u4e5f\u66f4\u751a\u4e8e\u6b64\u3002Databricks\u7684\u5bf9\u8c61\uff0c\u5982\u7528\u6237\u3001\u7b14\u8bb0\u672c\u3001\u4f5c\u4e1a\u3001\u96c6\u7fa4\u3001\u5de5\u4f5c\u533a\u3001\u4ed3\u5e93\u3001\u79d8\u94a5\u7b49\uff0c\u5728Terraform\u7684\u672f\u8bed\u4e2d\u90fd\u88ab\u79f0\u4e3a\u57fa\u7840\u67b6\u6784\u3002\u66f4\u51c6\u786e\u7684\u672f\u8bed\u5e94\u8be5\u662f\u8d44\u6e90\u3002Terraform Databricks\u63d0\u4f9b\u5546\u662f\u4e00\u4e2a\u63d2\u4ef6\uff0c\u4e3aDatabricks\u63d0\u4f9b\u4e86\u7528\u4e8e\u90e8\u7f72\u8fd9\u4e9b\u8d44\u6e90\u7684\u6a21\u677f\u3002\u4eceDatabricks\u81ea\u8eab\u7684\u90e8\u7f72\u5f00\u59cb\uff0c\u901a\u8fc7\u8fd9\u4e2a\u63d2\u4ef6\u53ef\u4ee5\u5b9e\u73b0\u51e0\u4e4e\u6240\u6709Databricks\u8d44\u6e90\u7684\u90e8\u7f72\u548c\u7ba1\u7406\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u540d\u4e3a&#8221;shared_autoscaling&#8221;\u7684\u8d44\u6e90\u793a\u4f8b\uff0c\u5b83\u6307\u5b9a\u4e86Databricks\u96c6\u7fa4\u8d44\u6e90\u7684HashiCorp\u8bed\u8a00\uff08\u4e5f\u79f0\u4e3aTerraform\u8bed\u8a00\uff09\u3002\u672c\u6587\u5c55\u793a\u4e86\u7528\u4e8e\u5728AWS\u4e0a\u90e8\u7f72\u57fa\u7840\u67b6\u6784\u7684\u4ee3\u7801\u7247\u6bb5\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_node_type\"<\/span> <span class=\"s2\">\"smallest\"<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nx\">local_disk<\/span> <span class=\"p\">=<\/span> <span class=\"kc\">true<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_spark_version\"<\/span> <span class=\"s2\">\"latest_lts\"<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nx\">long_term_support<\/span> <span class=\"p\">=<\/span> <span class=\"kc\">true<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"k\">resource<\/span> <span class=\"s2\">\"databricks_cluster\"<\/span> <span class=\"s2\">\"shared_autoscaling\"<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nx\">cluster_name<\/span>            <span class=\"p\">=<\/span> <span class=\"s2\">\"Shared Autoscaling\"<\/span>\r\n  <span class=\"nx\">spark_version<\/span>           <span class=\"p\">=<\/span> <span class=\"k\">data<\/span><span class=\"p\">.<\/span><span class=\"nx\">databricks_spark_version<\/span><span class=\"p\">.<\/span><span class=\"nx\">latest_lts<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span>\r\n  <span class=\"nx\">node_type_id<\/span>            <span class=\"p\">=<\/span> <span class=\"k\">data<\/span><span class=\"p\">.<\/span><span class=\"nx\">databricks_node_type<\/span><span class=\"p\">.<\/span><span class=\"nx\">smallest<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span>\r\n  <span class=\"nx\">autotermination_minutes<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">20<\/span>\r\n  <span class=\"nx\">autoscale<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nx\">min_workers<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">1<\/span>\r\n    <span class=\"nx\">max_workers<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">50<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d89d0913a08637a6c7cac\/20-0.png\" alt=\"\" \/><\/div>\n<h1>\u901a\u8fc7 Terraform \u90e8\u7f72\u591a\u4efb\u52a1\u4f5c\u4e1a\u8d44\u6e90<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d89d0913a08637a6c7cac\/22-0.png\" alt=\"\" \/><\/div>\n<p>\u8fd9\u4e9b\u7ec4\u4ef6\u5c06\u88ab\u5c55\u5f00\u5e76\u90e8\u7f72\u5728\u4e09\u4e2a\u6b65\u9aa4\u4e2d\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u63d0\u4f9b\u8005\u7684\u8bbe\u7f6e\u548cDatabricks\u7684\u8ba4\u8bc1\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u89e3\u51b3\u6240\u6709\u4e0a\u6e38\u8d44\u6e90\u4f9d\u8d56\u5173\u7cfb\uff0c\u5982\u7b14\u8bb0\u672c\u3001\u5b58\u50a8\u5e93\u3001\u4ea4\u4e92\u5f0f\u7fa4\u96c6\u3001Git\u51ed\u636e\u548cinit\u811a\u672c\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u521b\u5efa\u4e34\u65f6\u4f5c\u4e1a\u7fa4\u96c6\u3001\u4efb\u52a1\u3001\u4f9d\u8d56\u4efb\u52a1\u3001\u901a\u77e5\u8be6\u60c5\u3001\u8ba1\u5212\u3001\u91cd\u8bd5\u7b56\u7565\u7b49\u4f5c\u4e1a\u7ec4\u4ef6\u3002<\/ol>\n<h1>\u4f7f\u7528Databricks\u8fdb\u884c\u8bbe\u7f6e\u548c\u8ba4\u8bc1<\/h1>\n<p>\u4f7f\u7528Terraform Databricks\u63d0\u4f9b\u7a0b\u5e8f\u7684\u7b2c\u4e00\u6b65\u662f\u5c06\u63d0\u4f9b\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u6dfb\u52a0\u5230\u9879\u76ee\u7684\u5de5\u4f5c\u76ee\u5f55\u4e2d\u3002\u4e3a\u6b64\uff0c\u60a8\u9700\u8981\u5728\u5de5\u4f5c\u76ee\u5f55\u4e2d\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a.tf\u7684\u6587\u4ef6\uff0c\u5176\u4e2d\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9\uff08\u8bf7\u4ece\u53d1\u5e03\u5386\u53f2\u4e2d\u9009\u62e9\u60a8\u559c\u6b22\u7684\u63d0\u4f9b\u7a0b\u5e8f\u7248\u672c\uff09\uff0c\u7136\u540e\u8fd0\u884c\u547d\u4ee4terraform init\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">terraform<\/span> <span class=\"p\">{<\/span>\r\n  <span class=\"nx\">required_providers<\/span> <span class=\"p\">{<\/span>\r\n    <span class=\"nx\">databricks<\/span> <span class=\"p\">=<\/span> <span class=\"p\">{<\/span>\r\n      <span class=\"nx\">source<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"databricks\/databricks\"<\/span>\r\n      <span class=\"nx\">version<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"1.6.1\"<\/span> <span class=\"c1\"># provider version<\/span>\r\n    <span class=\"p\">}<\/span>\r\n  <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4e3a\u4e86\u4f7fTerraform\u80fd\u591f\u901a\u8fc7Databricks Workspace\u8fdb\u884c\u8ba4\u8bc1\u5e76\u8fdb\u884c\u57fa\u7840\u8bbe\u65bd\u7684\u914d\u7f6e\uff0c\u9700\u8981\u5c06\u7528\u4e8e\u521b\u5efa\u5de5\u4f5c\u6587\u4ef6\u5939\u7684\u4ee4\u724c\u8be6\u7ec6\u4fe1\u606f\u8bb0\u5f55\u5728.tf\u6587\u4ef6\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">provider<\/span> <span class=\"s2\">\"databricks\"<\/span> <span class=\"p\">{<\/span>\r\n <span class=\"nx\">host<\/span>  <span class=\"p\">=<\/span> <span class=\"s2\">\"https:\/\/my-databricks-workspace.cloud.databricks.com\"<\/span>\r\n <span class=\"nx\">token<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"my-databricks-api-token\"<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6709\u5173\u521b\u5efaDatabricks API\u4ee4\u724c\u7684\u65b9\u6cd5\uff0c\u8bf7\u53c2\u9605\u6b64\u6587\u6863\u3002\u6709\u5173\u5176\u4ed6\u8ba4\u8bc1\u8bbe\u7f6e\u65b9\u6cd5\uff0c\u8bf7\u53c2\u9605\u6b64\u5904\u3002\u8bf7\u6ce8\u610f\uff0c\u4e0d\u63a8\u8350\u5728\u660e\u6587\u4e2d\u786c\u7f16\u7801\u51ed\u636e\u3002\u8fd9\u4ec5\u7528\u4e8e\u6f14\u793a\u76ee\u7684\u3002\u5f3a\u70c8\u5efa\u8bae\u4f7f\u7528\u652f\u6301\u52a0\u5bc6\u7684Terraform\u540e\u7aef\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u73af\u5883\u53d8\u91cf\uff0c~\/.databrickscfg\u6587\u4ef6\uff0c\u52a0\u5bc6\u7684.tfvars\u6587\u4ef6\u6216\u60a8\u559c\u6b22\u7684\u79d8\u5bc6\u5b58\u50a8\uff08Hashicorp Vault\u3001AWS Secrets Manager\u3001AWS Param Store\u3001Azure Key Vault\uff09\u3002<\/p>\n<h1>\u4e0a\u6e38\u8d44\u6e90\u4f9d\u8d56\u5173\u7cfb\u7684\u90e8\u7f72<\/h1>\n<p>\u901a\u8fc7\u4e0b\u8f7dDatabricks\u63d0\u4f9b\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u5e76\u8bbe\u7f6e\u4ee4\u724c\u6587\u4ef6\uff0cTerraform\u53ef\u4ee5\u5c06\u8d44\u6e90\u90e8\u7f72\u5230\u4ee4\u724c\u6587\u4ef6\u4e2d\u6307\u5b9a\u7684\u5de5\u4f5c\u533a\u3002\u91cd\u8981\u7684\u662f\uff0c\u9700\u8981\u914d\u7f6e\u6240\u6709\u4e0e\u4f5c\u4e1a\u76f8\u5173\u7684\u8d44\u6e90\u3002<\/p>\n<ul class=\"post-ul\">\u30b8\u30e7\u30d6\u306b\u542b\u307e\u308c\u308b\u30bf\u30b9\u30af\u304c\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u6700\u521d\u306b\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u30b8\u30e7\u30d6\u306eTerraform\u30b3\u30fc\u30c9\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u30af\u30e9\u30b9\u30bf\u30fc\u306eid\u3092\u53d6\u5f97\u3057\u3001\u5f15\u6570existing_cluster_id\u306b\u5f15\u304d\u6e21\u305b\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/ul>\n<pre class=\"post-pre\"><code><span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_current_user\"<\/span> <span class=\"s2\">\"me\"<\/span> <span class=\"p\">{}<\/span>\r\n<span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_spark_version\"<\/span> <span class=\"s2\">\"latest\"<\/span> <span class=\"p\">{}<\/span>\r\n<span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_spark_version\"<\/span> <span class=\"s2\">\"latest_lts\"<\/span> <span class=\"p\">{<\/span>\r\n <span class=\"nx\">long_term_support<\/span> <span class=\"p\">=<\/span> <span class=\"kc\">true<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_node_type\"<\/span> <span class=\"s2\">\"smallest\"<\/span> <span class=\"p\">{<\/span>   \r\n <span class=\"nx\">local_disk<\/span> <span class=\"p\">=<\/span> <span class=\"kc\">true<\/span>\r\n<span class=\"p\">}<\/span>\r\n\r\n<span class=\"c1\"># create interactive cluster<\/span>\r\n<span class=\"k\">resource<\/span> <span class=\"s2\">\"databricks_cluster\"<\/span> <span class=\"s2\">\"my_interactive_cluster\"<\/span> <span class=\"p\">{<\/span>\r\n <span class=\"nx\">cluster_name<\/span>            <span class=\"p\">=<\/span> <span class=\"s2\">\"my_favorite_interactive_cluster\"<\/span>\r\n <span class=\"nx\">spark_version<\/span>           <span class=\"p\">=<\/span> <span class=\"k\">data<\/span><span class=\"p\">.<\/span><span class=\"nx\">databricks_spark_version<\/span><span class=\"p\">.<\/span><span class=\"nx\">latest_lts<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span>\r\n <span class=\"nx\">node_type_id<\/span>            <span class=\"p\">=<\/span> <span class=\"k\">data<\/span><span class=\"p\">.<\/span><span class=\"nx\">databricks_node_type<\/span><span class=\"p\">.<\/span><span class=\"nx\">smallest<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span>\r\n <span class=\"nx\">autotermination_minutes<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">20<\/span>\r\n <span class=\"nx\">autoscale<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">min_workers<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">1<\/span>\r\n   <span class=\"nx\">max_workers<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">2<\/span>\r\n <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<span class=\"c1\"># create a multi-task job<\/span>\r\n<span class=\"k\">resource<\/span> <span class=\"s2\">\"databricks_job\"<\/span> <span class=\"s2\">\"my_mtj\"<\/span> <span class=\"p\">{<\/span>\r\n <span class=\"nx\">name<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"Job with multiple tasks\"<\/span>\r\n   <span class=\"nx\">task<\/span> <span class=\"p\">{<\/span>\r\n       <span class=\"c1\"># arguments to create a task<\/span>\r\n      \r\n       <span class=\"c1\"># reference the pre-created cluster here<\/span>\r\n       <span class=\"nx\">existing_cluster_id<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nx\">databricks_cluster<\/span><span class=\"p\">.<\/span><span class=\"nx\">my_interactive_cluster<\/span><span class=\"p\">.<\/span><span class=\"nx\">id<\/span><span class=\"k\">}<\/span><span class=\"s2\">\"<\/span>\r\n\r\n   <span class=\"p\">}<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u30b8\u30e7\u30d6\u306e\u30bf\u30b9\u30af\u304c\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3084Databricks Repo\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u6700\u521d\u306b\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3084Repo\u3092\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002Repo\u3084\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306f\u3001IAM(Identity and Access Management)\u3084Git\u8cc7\u683c\u60c5\u5831\u306a\u3069\u306e\u4e0a\u6d41\u306e\u4f9d\u5b58\u95a2\u4fc2\u3092\u6301\u3063\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4e8b\u524d\u306b\u3053\u308c\u3089\u3092\u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/ul>\n<pre class=\"post-pre\"><code><span class=\"k\">data<\/span> <span class=\"s2\">\"databricks_current_user\"<\/span> <span class=\"s2\">\"me\"<\/span> <span class=\"p\">{<\/span> <span class=\"p\">}<\/span> \r\n\r\n<span class=\"c1\"># notebook will be copied from local path<\/span>\r\n<span class=\"c1\"># and provisioned in the path provided<\/span>\r\n<span class=\"c1\"># inside Databricks Workspace<\/span>\r\n<span class=\"k\">resource<\/span> <span class=\"s2\">\"databricks_notebook\"<\/span> <span class=\"s2\">\"my_notebook\"<\/span> <span class=\"p\">{<\/span> \r\n  <span class=\"nx\">source<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"<\/span><span class=\"k\">${<\/span><span class=\"nx\">path<\/span><span class=\"p\">.<\/span><span class=\"k\">module}<\/span><span class=\"s2\">\/my_notebook.py\"<\/span> \r\n  <span class=\"nx\">path<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"<\/span><span class=\"k\">${data<\/span><span class=\"p\">.<\/span><span class=\"nx\">databricks_current_user<\/span><span class=\"p\">.<\/span><span class=\"nx\">me<\/span><span class=\"p\">.<\/span><span class=\"nx\">home<\/span><span class=\"k\">}<\/span><span class=\"s2\">\/AA\/BB\/CC\"<\/span> \r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u30af\u30e9\u30b9\u30bf\u30fc\u30dd\u30ea\u30b7\u30fc \u3001\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30d7\u30fc\u30eb\u3001Delta Live Tables\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306f\u4e0a\u6d41\u306e\u30ea\u30bd\u30fc\u30b9\u4f9d\u5b58\u95a2\u4fc2\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u3001\u4e8b\u524d\u306b\u89e3\u6c7a\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h1>\u90e8\u7f72\u5de5\u4f5c\u7ec4\u4ef6<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d89d0913a08637a6c7cac\/39-0.png\" alt=\"\" \/><\/div>\n<p>\u4ece\u521b\u5efadatabricks_job\u8d44\u6e90\u7684\u5bb9\u5668\u5f00\u59cb\u3002\u8bf7\u6ce8\u610f\u8bbe\u7f6e\u4e86\u8bf8\u5982\u8c03\u5ea6\u3001\u6700\u5927\u540c\u65f6\u8fd0\u884c\u6570\u7b49\u4f5c\u4e1a\u7ea7\u53c2\u6570\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"k\">resource<\/span> <span class=\"s2\">\"databricks_job\"<\/span> <span class=\"s2\">\"name_of_my_job\"<\/span> <span class=\"p\">{<\/span>\r\n <span class=\"nx\">name<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"my_multi_task_job\"<\/span>\r\n <span class=\"nx\">max_concurrent_runs<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">1<\/span>\r\n\r\n <span class=\"c1\"># job schedule<\/span>\r\n <span class=\"nx\">schedule<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">quartz_cron_expression<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"0 0 0 ? 1\/1 * *\"<\/span> <span class=\"c1\"># cron schedule of job<\/span>\r\n   <span class=\"nx\">timezone_id<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"UTC\"<\/span>\r\n  <span class=\"p\">}<\/span>\r\n\r\n <span class=\"c1\"># notifications at job level<\/span>\r\n <span class=\"nx\">email_notifications<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">on_success<\/span> <span class=\"p\">=<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"111@abc.com\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"222@abc.com\"<\/span><span class=\"p\">]<\/span>\r\n     <span class=\"nx\">on_start<\/span>   <span class=\"p\">=<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"222@abc.com\"<\/span><span class=\"p\">]<\/span>\r\n     <span class=\"nx\">on_failure<\/span> <span class=\"p\">=<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"my_distribution_list@abc.com\"<\/span><span class=\"p\">]<\/span>\r\n <span class=\"p\">}<\/span>\r\n\r\n <span class=\"c1\"># reference to git repo. Add the git credential separately<\/span>\r\n <span class=\"c1\"># through a databricks_git_credential resource<\/span>\r\n <span class=\"nx\">git_source<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">url<\/span>      <span class=\"p\">=<\/span> <span class=\"s2\">\"https:\/\/github.com\/udaysat-db\/test-repo.git\"<\/span>\r\n   <span class=\"k\">provider<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"gitHub\"<\/span>\r\n   <span class=\"nx\">branch<\/span>   <span class=\"p\">=<\/span> <span class=\"s2\">\"main\"<\/span>\r\n <span class=\"p\">}<\/span>\r\n\r\n <span class=\"c1\"># Create blocks for Jobs Clusters here #<\/span>\r\n\r\n <span class=\"c1\"># Create blocks for Tasks here #<\/span>\r\n<span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u63a5\u4e0b\u6765\u7684\u6b65\u9aa4\u4e2d\uff0c\u6211\u4eec\u4f1a\u521b\u5efa\u4e00\u4e2a\u4e0e\u6b64\u4efb\u52a1\u5bff\u547d\u76f8\u5173\u7684\u4e34\u65f6\u4f5c\u4e1a\u96c6\u7fa4\uff0c\u5373\u4f5c\u4e1a\u96c6\u7fa4\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u4e92\u52a8\u96c6\u7fa4\u4f1a\u5728\u4e8b\u5148\u521b\u5efa\uff0c\u5728\u4f5c\u4e1a\u8303\u56f4\u4e4b\u5916\u5171\u4eab\u8d44\u6e90\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c1\"># this ephemeral cluster can be shared among tasks<\/span>\r\n<span class=\"c1\"># stack as many job_cluster blocks as you need<\/span>\r\n <span class=\"nx\">job_cluster<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">new_cluster<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">spark_version<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"10.4.x-scala2.12\"<\/span>\r\n     <span class=\"nx\">spark_env_vars<\/span> <span class=\"p\">=<\/span> <span class=\"p\">{<\/span>\r\n       <span class=\"nx\">PYSPARK_PYTHON<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"\/databricks\/python3\/bin\/python3\"<\/span>\r\n     <span class=\"p\">}<\/span>\r\n     <span class=\"nx\">num_workers<\/span>        <span class=\"p\">=<\/span> <span class=\"mi\">8<\/span>\r\n     <span class=\"nx\">data_security_mode<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"NONE\"<\/span>\r\n     <span class=\"nx\">aws_attributes<\/span> <span class=\"p\">{<\/span>\r\n       <span class=\"nx\">zone_id<\/span>                <span class=\"p\">=<\/span> <span class=\"s2\">\"us-west-2a\"<\/span>\r\n       <span class=\"nx\">spot_bid_price_percent<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">100<\/span>\r\n       <span class=\"nx\">first_on_demand<\/span>        <span class=\"p\">=<\/span> <span class=\"mi\">1<\/span>\r\n       <span class=\"nx\">availability<\/span>           <span class=\"p\">=<\/span> <span class=\"s2\">\"SPOT_WITH_FALLBACK\"<\/span>\r\n     <span class=\"p\">}<\/span>\r\n   <span class=\"p\">}<\/span>\r\n   <span class=\"nx\">job_cluster_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"Shared_job_cluster\"<\/span>\r\n <span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u8ba9\u6211\u4eec\u6765\u521b\u5efa\u4e00\u4e2a\u4efb\u52a1\u5757\u3002\u8fd9\u4e2a\u4efb\u52a1\u5757\u8981\u4f7f\u7528\u5de5\u4f5c\u533a\u7684\u7b14\u8bb0\u672c\u548c\u4e4b\u524d\u5b9a\u4e49\u7684\u5171\u4eab\u4f5c\u4e1a\u96c6\u7fa4\u3002\u8bf7\u6ce8\u610f\u5982\u4f55\u4f7f\u7528base_parameters\u6765\u63d0\u4f9b\u4efb\u52a1\u7684\u8f93\u5165\u53c2\u6570\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nx\">task<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">task_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"name_of_my_first_task\"<\/span> <span class=\"c1\"># this task depends on nothing<\/span>\r\n\r\n   <span class=\"nx\">notebook_task<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">notebook_path<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"path\/to\/notebook\/in\/Databricks\/Workspace\"<\/span> <span class=\"c1\"># workspace notebook<\/span>\r\n   <span class=\"p\">}<\/span>\r\n\r\n   <span class=\"nx\">job_cluster_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"Shared_job_cluster\"<\/span> <span class=\"c1\"># use ephemeral cluster created above<\/span>\r\n\r\n   <span class=\"c1\"># input parameters passed into the task<\/span>\r\n   <span class=\"nx\">base_parameters<\/span> <span class=\"p\">=<\/span> <span class=\"p\">{<\/span>\r\n       <span class=\"nx\">my_bool<\/span>   <span class=\"p\">=<\/span> <span class=\"s2\">\"True\"<\/span>\r\n       <span class=\"nx\">my_number<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"1\"<\/span>\r\n       <span class=\"nx\">my_text<\/span>   <span class=\"p\">=<\/span> <span class=\"s2\">\"hello\"<\/span>\r\n     <span class=\"p\">}<\/span>\r\n\r\n   <span class=\"c1\"># notifications at task level<\/span>\r\n   <span class=\"nx\">email_notifications<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">on_success<\/span> <span class=\"p\">=<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"111@abc.com\"<\/span><span class=\"p\">,<\/span> <span class=\"s2\">\"222@abc.com\"<\/span><span class=\"p\">]<\/span>\r\n     <span class=\"nx\">on_start<\/span>   <span class=\"p\">=<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"222@abc.com\"<\/span><span class=\"p\">]<\/span>\r\n     <span class=\"nx\">on_failure<\/span> <span class=\"p\">=<\/span> <span class=\"p\">[<\/span><span class=\"s2\">\"my_distribution_list@abc.com\"<\/span><span class=\"p\">]<\/span>\r\n   <span class=\"p\">}<\/span>\r\n <span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u8fd9\u662f\u4e00\u4e2a\u6307\u5411(Job\u5bb9\u5668\u5b9a\u4e49\u7684)\u8fdc\u7a0bgit\u5b58\u50a8\u5e93\u7684\u4efb\u52a1\u3002\u5173\u4e8e\u8ba1\u7b97\u8d44\u6e90\uff0c\u6b64\u4efb\u52a1\u5c06\u4f7f\u7528\u4ea4\u4e92\u5f0f\u96c6\u7fa4\u3002\u8bf7\u6ce8\u610fpip\u5e93\u7684\u4f7f\u7528\u65b9\u6cd5\u4ee5\u53ca\u8d85\u65f6\u548c\u91cd\u8bd5\u8bbe\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nx\">task<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">task_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"name_of_my_git_task\"<\/span> <span class=\"c1\"># reference git repo code<\/span>\r\n\r\n   <span class=\"nx\">notebook_task<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">notebook_path<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"nb-1.py\"<\/span> <span class=\"c1\"># relative to git root<\/span>\r\n   <span class=\"p\">}<\/span>\r\n\r\n   <span class=\"nx\">existing_cluster_id<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"id_of_my_interactive_cluster\"<\/span> <span class=\"c1\"># use a pre existing cluster<\/span>\r\n\r\n   <span class=\"c1\"># you can stack multiple depends_on blocks<\/span>\r\n   <span class=\"nx\">depends_on<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">task_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"name_of_my_first_task\"<\/span>\r\n   <span class=\"p\">}<\/span>\r\n\r\n   <span class=\"c1\"># libraries needed<\/span>\r\n   <span class=\"nx\">library<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">pypi<\/span> <span class=\"p\">{<\/span>\r\n       <span class=\"nx\">package<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"faker\"<\/span>\r\n     <span class=\"p\">}<\/span>\r\n   <span class=\"p\">}<\/span>\r\n\r\n   <span class=\"c1\"># timeout and retries<\/span>\r\n   <span class=\"nx\">timeout_seconds<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">1000<\/span>\r\n   <span class=\"nx\">min_retry_interval_millis<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">900000<\/span>\r\n   <span class=\"nx\">max_retries<\/span> <span class=\"p\">=<\/span> <span class=\"mi\">1<\/span>\r\n <span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u6700\u540e\uff0c\u8fd9\u662f\u4f7f\u7528Delta Live Tables\u7ba1\u9053\u7684\u4efb\u52a1\u5757\u3002\u9700\u8981\u5355\u72ec\u521b\u5efa\u6b64\u7ba1\u9053\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nx\">task<\/span> <span class=\"p\">{<\/span>\r\n   <span class=\"nx\">task_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"dlt-pipeline-task\"<\/span>\r\n  \r\n   <span class=\"nx\">pipeline_task<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">pipeline_id<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"id_of_my_dlt_pipeline\"<\/span>\r\n   <span class=\"p\">}<\/span>\r\n  \r\n   <span class=\"c1\"># depends on multiple tasks<\/span>\r\n   <span class=\"nx\">depends_on<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">task_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"name_of_my_first_task\"<\/span>\r\n   <span class=\"p\">}<\/span>\r\n   <span class=\"nx\">depends_on<\/span> <span class=\"p\">{<\/span>\r\n     <span class=\"nx\">task_key<\/span> <span class=\"p\">=<\/span> <span class=\"s2\">\"name_of_my_git_task\"<\/span>\r\n   <span class=\"p\">}<\/span>\r\n <span class=\"p\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4efb\u52a1\u7c7b\u578b\uff0c\u96c6\u7fa4\u7c7b\u578b\u548c\u5176\u4ed6\u5c5e\u6027\u7684\u987a\u5e8f\u548c\u7ec4\u5408\u662f\u65e0\u9650\u7684\u3002\u4f46\u662f\uff0c\u5e0c\u671b\u4e0a\u8ff0\u6a21\u5f0f\u80fd\u591f\u5e2e\u52a9\u4f60\u5408\u7406\u6784\u5efa\u590d\u6742\u7684\u591a\u4efb\u52a1\u4f5c\u4e1a\/\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5229\u7528\u8fd9\u4e9b\u6784\u5efa\u6a21\u5757\u3002\u4e00\u65e6\u7f16\u5199\u4e86Terraform\u4ee3\u7801\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u64cd\u4f5c\u8d44\u6e90\u3002<\/p>\n<div>\n<div class=\"post-table\">\u30b3\u30de\u30f3\u30c9\u8aac\u660eterraform init\u4ed6\u306e\u30b3\u30de\u30f3\u30c9\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6e96\u5099\u3057\u307e\u3059\u3002terraform validate\u8a2d\u5b9a\u304c\u59a5\u5f53\u304b\u3069\u3046\u304b\u3092\u30c1\u30a7\u30c3\u30af\u3057\u307e\u3059\u3002terraform plan\u73fe\u5728\u306e\u8a2d\u5b9a\u306b\u5fc5\u8981\u306a\u5909\u66f4\u70b9\u3092\u8868\u793a\u3057\u307e\u3059\u3002terraform apply\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3092\u4f5c\u6210\u3001\u66f4\u65b0\u3057\u307e\u3059\u3002terraform 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