{"id":179,"date":"2022-07-01T13:57:00","date_gmt":"2022-07-01T04:57:00","guid":{"rendered":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/?p=179"},"modified":"2022-07-01T15:49:00","modified_gmt":"2022-07-01T06:49:00","slug":"terraform%e3%81%a7aws-data-pipeline%e3%82%92%e4%bd%9c%e6%88%90%e3%81%99%e3%82%8b%e3%81%ae%e3%81%8c%e5%a4%a7%e5%a4%89%e3%81%a0%e3%81%a3%e3%81%9f%e8%a9%b1","status":"publish","type":"post","link":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/179\/","title":{"rendered":"Terraform\u3067AWS Data Pipeline\u3092\u4f5c\u6210\u3059\u308b\u306e\u304c\u5927\u5909\u3060\u3063\u305f\u8a71"},"content":{"rendered":"\n<p>\u66f4\u65b0\u65e5\u4ed8\uff1a2022\u5e746\u670829\u65e5<\/p>\n\n\n\n<p>\u7686\u3055\u307e\u3001\u306f\u3058\u3081\u307e\u3057\u3066\u3001DX\u30d3\u30b8\u30cd\u30b9\u63a8\u9032\u672c\u90e8\u3000<span style=\"border-bottom: solid 3px #4169e1;\">\u904b\u7528\u958b\u767a\u30b0\u30eb\u30fc\u30d7\u306e\u6728\u6751<\/span>\u3067\u3059\u3002Terraform\u3067AWS Data Pipeline\u3092\u4f5c\u6210\u3059\u308b\u306e\u304c\u601d\u3063\u3066\u3044\u305f\u3088\u308a\u5927\u5909\u3060\u3063\u305f\u306e\u3067\u3001\u4f5c\u6210\u3059\u308b\u969b\u306b\u81ea\u5206\u304c\u611f\u3058\u305f\u3053\u3068\u3068\u6700\u7d42\u7684\u306b\u3069\u3046\u3084\u3063\u3066\u4f5c\u6210\u3057\u305f\u306e\u304b\u5171\u6709\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Terraform\u3068\u306f<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.terraform.io\/\">Terraform<\/a>\u306fHashicorp\u793e\u306b\u3088\u308a\u958b\u767a\u3055\u308c\u305fIaC\u30c4\u30fc\u30eb\u306e\u4e00\u7a2e\u3067\u3059\u3002Terraform\u3067\u306f\u30a4\u30f3\u30d5\u30e9\u306e\u69cb\u6210\u3092\u30b3\u30fc\u30c9\u3067\u5ba3\u8a00\u3059\u308b\u3053\u3068\u3067\u3001\u624b\u52d5\u3067\u64cd\u4f5c\u3059\u308b\u3053\u3068\u306a\u304f\u30a4\u30f3\u30d5\u30e9\u69cb\u6210\u3092\u81ea\u52d5\u3067\u7ba1\u7406\u3067\u304d\u307e\u3059\u3002\u30a4\u30f3\u30d5\u30e9\u306e\u69cb\u7bc9\u3001\u66f4\u65b0\u3001\u7834\u68c4\u3001\u3044\u305a\u308c\u3082Terraform\u3067\u306f\u30b3\u30fc\u30c9\u306b\u3088\u308a\u5ba3\u8a00\u3057\u3066\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Terraform\u3067Data Pipeline\u3092\u4f5c\u6210\u3057\u3088\u3046\u3068\u601d\u3063\u305f\u7d4c\u7def<\/h2>\n\n\n\n<p>Terraform\u3067Data Pipeline\u3092\u4f5c\u6210\u3057\u3088\u3046\u3068\u601d\u3063\u305f\u306e\u306f\u3001DynamoDB\u306e\u30c7\u30fc\u30bf\u3092S3\u306b\u30a2\u30fc\u30ab\u30a4\u30d6\u3059\u308b\u305f\u3081\u3067\u3059\u3002DynamoDB\u304b\u3089S3\u3078\u306e\u30c7\u30fc\u30bf\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u65b9\u6cd5\u3092\u8272\u3005\u8abf\u3079\u305f\u7d50\u679c\u3001\u4eca\u56de\u306fData Pipeline\u3067\u5b9f\u65bd\u3059\u308b\u306e\u304c\u826f\u3055\u305d\u3046\u3068\u3044\u3046\u7d50\u8ad6\u306b\u306a\u308a\u3001DynamoDB\u3084S3\u3068\u3044\u3063\u305fAWS\u30ea\u30bd\u30fc\u30b9\u306f\u5168\u3066Terraform\u3067\u7ba1\u7406\u3057\u3066\u3044\u305f\u305f\u3081\u3001Data Pipeline\u3082Terraform\u3067\u7ba1\u7406\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Terraform\u3067Data Pipeline\u3092\u4f5c\u6210<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Data Pipeline\u306etf\u30d5\u30a1\u30a4\u30eb\u4f5c\u6210<\/h3>\n\n\n\n<p>\u307e\u305a\u3001Data Pipeline\u95a2\u4fc2\u306eTerraform\u30ea\u30bd\u30fc\u30b9\u306f\u4ee5\u4e0b\u306e2\u7a2e\u985e\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><a href=\"https:\/\/registry.terraform.io\/providers\/hashicorp\/aws\/4.20.0\/docs\/resources\/datapipeline_pipeline\" title=\"Resource: aws_datapipeline_pipeline\">Resource: aws_datapipeline_pipeline<\/a><\/li><li><a href=\"https:\/\/registry.terraform.io\/providers\/hashicorp\/aws\/4.20.0\/docs\/resources\/datapipeline_pipeline_definition\" title=\"Resource: aws_datapipeline_pipeline_definition\">Resource: aws_datapipeline_pipeline_definition<\/a><\/li><\/ul>\n\n\n\n<p>aws_datapipeline_pipeline\u3067\u306f\u7279\u306b\u8a2d\u5b9a\u3059\u308b\u5024\u306f\u7121\u3044\u306e\u3067\u3001aws_datapipeline_pipeline_definition\u306e\u65b9\u3067DynamoDB\u306e\u30c7\u30fc\u30bf\u3092S3\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306e\u8a2d\u5b9a\u3092\u8a18\u8f09\u3057\u3066\u3044\u304f\u306e\u3067\u3059\u304c&#8230;\u516c\u5f0f\u306e\u30b5\u30f3\u30d7\u30eb\u898b\u3066\u3082key\u3068string_value\u306e\u9805\u76ee\u306b\u8272\u3005\u3068\u8a2d\u5b9a\u5024\u304c\u66f8\u304b\u308c\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u5168\u7136\u4f7f\u3044\u65b9\u304c\u5206\u304b\u308a\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<h6 class=\"wp-block-heading\">\u516c\u5f0f\u306e\u30b5\u30f3\u30d7\u30eb<\/h6>\n\n\n\n<pre class=\"wp-block-code\"><code>resource \"aws_datapipeline_pipeline\" \"default\" {\n  name = \"tf-pipeline-default\"\n}\n\nresource \"aws_datapipeline_pipeline_definition\" \"example\" {\n  pipeline_id = aws_datapipeline_pipeline.default.id\n  pipeline_object {\n    id   = \"Default\"\n    name = \"Default\"\n    field {\n      key          = \"workerGroup\"\n      string_value = \"workerGroup\"\n    }\n  }\n  pipeline_object {\n    id   = \"Schedule\"\n    name = \"Schedule\"\n    field {\n      key          = \"startDateTime\"\n      string_value = \"2012-12-12T00:00:00\"\n    }\n    field {\n      key          = \"type\"\n      string_value = \"Schedule\"\n    }\n    field {\n      key          = \"period\"\n      string_value = \"1 hour\"\n    }\n    field {\n      key          = \"endDateTime\"\n      string_value = \"2012-12-21T18:00:00\"\n    }\n  }\n  pipeline_object {\n    id   = \"SayHello\"\n    name = \"SayHello\"\n    field {\n      key          = \"type\"\n      string_value = \"ShellCommandActivity\"\n    }\n    field {\n      key          = \"command\"\n      string_value = \"echo hello\"\n    }\n    field {\n      key          = \"parent\"\n      string_value = \"Default\"\n    }\n    field {\n      key          = \"schedule\"\n      string_value = \"Schedule\"\n    }\n  }\n}<\/code><\/pre>\n\n\n\n<p>Data Pipeline\u306e\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b<a href=\"https:\/\/docs.aws.amazon.com\/datapipeline\/latest\/DeveloperGuide\/dp-pipeline-objects.html\" title=\"Pipeline Object Reference\">Pipeline Object Reference<\/a>\u304c\u3042\u308a\u3001\u3053\u3053\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u5024\u3092key\u3068\u304b\u306b\u8a2d\u5b9a\u3059\u308c\u3070\u826f\u3044\u3089\u3057\u3044\u306e\u3067\u3059\u304c&#8230;\u306f\u3063\u304d\u308a\u8a00\u3063\u3066\u304b\u306a\u308a\u9762\u5012\u3067\u3059\u3057\u3001\u304b\u306a\u308a\u5927\u5909\u3060\u3068\u601d\u3044\u307e\u3059\u3002\u3068\u3044\u3046\u308f\u3051\u3067\u81ea\u5206\u306f\u3072\u3068\u307e\u305aAWS\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u3066\u304b\u3089\u3001terraform import\u30b3\u30de\u30f3\u30c9\u7b49\u3067\u5f8c\u304b\u3089Terraform\u7ba1\u7406\u5bfe\u8c61\u306b\u3059\u308b\u3053\u3068\u306b\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u3010\u53c2\u8003\u3011DynamoDB\u3001S3\u3001IAM\u306etf\u30d5\u30a1\u30a4\u30eb<\/h3>\n\n\n\n<p>\u53c2\u8003\u307e\u3067\u306bDynamoDB\u3001S3\u3001Data Pipeline\u7528\u306eIAM\u306etf\u30d5\u30a1\u30a4\u30eb\u3082\u8a18\u8f09\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h6 class=\"wp-block-heading\">dynamodb.tf<\/h6>\n\n\n\n<pre class=\"wp-block-code\"><code>resource \"aws_dynamodb_table\" \"dynamodb_sample\" {\n  name         = \"dynamodb_sample\"\n  billing_mode = \"PAY_PER_REQUEST\"\n  hash_key     = \"PartitionKey\"\n  range_key    = \"RowKey\"\n\n  attribute {\n    name = \"PartitionKey\"\n    type = \"S\"\n  }\n\n  attribute {\n    name = \"RowKey\"\n    type = \"S\"\n  }\n}<\/code><\/pre>\n\n\n\n<h6 class=\"wp-block-heading\">s3.tf<\/h6>\n\n\n\n<pre class=\"wp-block-code\"><code>resource \"aws_s3_bucket\" \"sample_bucket\" {\n  bucket        = \"sample_bucket\"\n  force_destroy = true\n}\n\nresource \"aws_s3_bucket_public_access_block\" \"sample_bucket_public_access_block\" {\n  bucket = aws_s3_bucket.sample_bucket.id\n\n  block_public_acls       = true\n  block_public_policy     = true\n  ignore_public_acls      = true\n  restrict_public_buckets = true\n}<\/code><\/pre>\n\n\n\n<h6 class=\"wp-block-heading\">iam.tf<\/h6>\n\n\n\n<pre class=\"wp-block-code\"><code>\nresource \"aws_iam_role\" \"sample_datapipeline_role\" {\n    name               = \"sample_datapipeline_role\"\n    assume_role_policy = &lt;&lt;EOF\n  {\n      \"Version\": \"2012-10-17\",\n      \"Statement\": &#91;\n          {\n              \"Effect\": \"Allow\",\n              \"Principal\": {\n                  \"Service\": &#91;\n                      \"datapipeline.amazonaws.com\",\n                      \"elasticmapreduce.amazonaws.com\"\n                  ]\n              },\n              \"Action\": \"sts:AssumeRole\"\n          }\n      ]\n  }\n  EOF\n  }\n  \n  resource \"aws_iam_role_policy_attachment\" \"sample_datapipeline_policy_attachment\" {\n    policy_arn = \"arn:aws:iam::aws:policy\/service-role\/AWSDataPipelineRole\"\n    role       = aws_iam_role.sample_datapipeline_role.name\n  }\n  \n  resource \"aws_iam_role\" \"sample_datapipeline_role_for_ec2\" {\n    name               = \"sample_datapipeline_role_for_ec2\"\n    assume_role_policy = &lt;&lt;EOF\n  {\n      \"Version\": \"2012-10-17\",\n      \"Statement\": &#91;\n          {\n              \"Effect\": \"Allow\",\n              \"Principal\": {\n                  \"Service\": \"ec2.amazonaws.com\"\n              },\n              \"Action\": \"sts:AssumeRole\"\n          }\n      ]\n  }\n  EOF\n  }\n  \n  resource \"aws_iam_role_policy_attachment\" \"sample_datapipeline_role_for_ec2_policy_attachment\" {\n    policy_arn = \"arn:aws:iam::aws:policy\/service-role\/AmazonEC2RoleforDataPipelineRole\"\n    role       = aws_iam_role.sample_datapipeline_role_for_ec2.name\n  }\n  \n  resource \"aws_iam_instance_profile\" \"sample_datapipeline_instance_profile\" {\n    name = aws_iam_role.sample_datapipeline_role_for_ec2.name\n    role = aws_iam_role.sample_datapipeline_role_for_ec2.name\n  }<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\u8ae6\u3081\u3066AWS\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u304b\u3089\u4f5c\u6210\u3059\u308b<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AWS\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067Data Pipeline\u306e\u4f5c\u6210<\/h3>\n\n\n\n<p>\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067Create new pipeline\u3092\u30af\u30ea\u30c3\u30af\u3057\u3001Export DynamoDB table to S3 Data Pipeline \u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u9078\u629e\u3059\u308c\u3070\u3001\u5f8c\u306f\u8868\u793a\u901a\u308a\u306bDynamoDB\u30c6\u30fc\u30d6\u30eb\u540d\u3084S3\u30d0\u30b1\u30c3\u30c8\u540d\u3001Schedule\u3001\u4f7f\u7528\u3059\u308bIAM\u30ed\u30fc\u30eb\u7b49\u3092\u5165\u529b\u3059\u308b\u3060\u3051\u3067\u7c21\u5358\u306b\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"527\" height=\"756\" src=\"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-content\/uploads\/2022\/06\/image.png\" alt=\"\" class=\"wp-image-201\" srcset=\"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-content\/uploads\/2022\/06\/image.png 527w, https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-content\/uploads\/2022\/06\/image-209x300.png 209w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><\/figure><\/div>\n\n\n<p>\u5165\u529b\u304c\u5b8c\u4e86\u3057\u305f\u3089Activate\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066Data Pipeline\u3092\u4f5c\u6210\u3057\u3001S3\u306b\u30a8\u30af\u30b9\u30dd\u30fc\u30c8\u3055\u308c\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3067\u304d\u305f\u3089\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305fData Pipeline\u3092Terraform\u7ba1\u7406\u306b\u3059\u308b<\/h2>\n\n\n\n<p>\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305fData Pipeline\u3092tfstate\u306b\u53cd\u6620\u3059\u308b\u305f\u3081\u306bterraform import\u3092\u5b9f\u884c\u3057\u3001\u6b21\u306bterraform state show\u3092\u5b9f\u884c\u3057\u3066\u8868\u793a\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092tf\u30d5\u30a1\u30a4\u30eb\u306b\u8a18\u8f09\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u307e\u305a\u306fterraform import\u3092\u5b9f\u884c\u3059\u308b\u305f\u3081\u306b\u3001Data Pipeline\u7528\u306etf\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h6 class=\"wp-block-heading\">datapipeline.tf<\/h6>\n\n\n\n<pre class=\"wp-block-code\"><code>resource \"aws_datapipeline_pipeline\" \"sample_datapipeline\" {\n\n}\n\nresource \"aws_datapipeline_pipeline_definition\" \"sample_datapipeline_definition\" {\n\n}<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">terraform import<\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u306eterraform import\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066tfstate\u306b\u53cd\u6620\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>$ terraform import aws_datapipeline_pipeline.sample_datapipeline &lt;Pipeline ID&gt;\n$ terraform import aws_datapipeline_pipeline_definition.sample_datapipeline_definition &lt;Pipeline ID&gt;<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">terraform state show<\/h3>\n\n\n\n<p>\u4ee5\u4e0b\u306eterraform state show\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305fData Pipeline\u304ctf\u30d5\u30a1\u30a4\u30eb\u3060\u3068\u3069\u3093\u306a\u30b3\u30fc\u30c9\u306b\u306a\u308b\u304b\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u5f8c\u306f\u8868\u793a\u3055\u308c\u305f\u30b3\u30fc\u30c9\u3092datapipeline.tf\u306b\u30b3\u30d4\u30fc\u3059\u308c\u3070\u3001\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u305fData Pipeline\u3092Terraform\u306e\u7ba1\u7406\u4e0b\u306b\u304a\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>$ terraform state show aws_datapipeline_pipeline.sample_datapipeline\n# aws_datapipeline_pipeline.sample_datapipeline:\nresource \"aws_datapipeline_pipeline\" \"sample_datapipeline\" {\n    id       = \"df-03319771VET6AXN3W3N7\"\n    name     = \"iot_datapipeline_dynamodb_export_to_s3_dev\"\n    tags     = {}\n    tags_all = {}\n}\n\n$ terraform state show aws_datapipeline_pipeline_definition.sample_datapipeline_definition\n# aws_datapipeline_pipeline_definition.sample_datapipeline_definition:\nresource \"aws_datapipeline_pipeline_definition\" \"sample_datapipeline_definition\" {\n...(200\u884c\u304f\u3089\u3044\u3042\u308b\u306e\u3067\u7701\u7565)\n}\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">DynamoDB\u3084S3\u540d\u3092Terraform\u30ea\u30bd\u30fc\u30b9\u306b\u4fee\u6b63<\/h3>\n\n\n\n<p>terraform state show\u30b3\u30de\u30f3\u30c9\u3067\u8868\u793a\u3055\u308c\u308b\u30b3\u30fc\u30c9\u306fDynamoDB\u30c6\u30fc\u30d6\u30eb\u540d\u3084S3\u30d0\u30b1\u30c3\u30c8\u540d\u306a\u3069\u304c\u30d9\u30bf\u66f8\u304d\u3055\u308c\u3066\u3044\u308b\u306e\u3067\u3001aws_dynamodb_table.dynamodb_sample.name\u3084aws_s3_bucket.sample_bucket.id\u306a\u3069\u306b\u7f6e\u63db\u3057\u3066\u304a\u304f\u3068\u826f\u3044\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>Data Pipeline\u3092Terraform\u3067\u4f5c\u6210\u3059\u308b\u306e\u306f\u304b\u306a\u308a\u5927\u5909\u3060\u3068\u601d\u3046\u306e\u3067\u3001\u3069\u3046\u3057\u3066\u3082Terraform\u3067\u7ba1\u7406\u3057\u305f\u3044\u3068\u304d\u306b\u306f\u3001\u4e00\u5ea6\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u4f5c\u6210\u3057\u3066\u304b\u3089terraform\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5229\u7528\u3057\u3066tf\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3057\u307e\u3046\u306e\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002\u4e00\u5ea6\u30b3\u30fc\u30c9\u306b\u3057\u3066\u3057\u307e\u3048\u3070\u3001\u51fa\u529b\u5148\u306eS3\u3092\u5909\u66f4\u3057\u305f\u308a\u3001Schedule\u3092\u5909\u66f4\u3059\u308b\u7a0b\u5ea6\u3067\u3042\u308c\u3070tf\u30d5\u30a1\u30a4\u30eb\u3092\u7de8\u96c6\u3057\u3001Terraform\u3067\u7c21\u5358\u306b\u66f4\u65b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u66f4\u65b0\u65e5\u4ed8\uff1a2022\u5e746\u670829\u65e5 \u7686\u3055\u307e\u3001\u306f\u3058\u3081\u307e\u3057\u3066\u3001DX\u30d3\u30b8\u30cd\u30b9\u63a8\u9032\u672c\u90e8\u3000\u904b\u7528\u958b\u767a\u30b0\u30eb\u30fc\u30d7\u306e\u6728\u6751\u3067\u3059\u3002Terraform\u3067AWS Data Pipeline\u3092\u4f5c\u6210\u3059\u308b\u306e\u304c\u601d\u3063\u3066\u3044\u305f\u3088\u308a\u5927\u5909\u3060\u3063\u305f\u306e\u3067\u3001\u4f5c\u6210\u3059\u308b\u969b\u306b\u81ea\u5206\u304c [&hellip;]","protected":false},"author":18,"featured_media":99,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_mi_skip_tracking":false,"footnotes":""},"categories":[1],"tags":[19,18],"class_list":["post-179","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-categry-cloud","tag-aws","tag-terraform"],"_links":{"self":[{"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/posts\/179"}],"collection":[{"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/users\/18"}],"replies":[{"embeddable":true,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/comments?post=179"}],"version-history":[{"count":25,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/posts\/179\/revisions"}],"predecessor-version":[{"id":385,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/posts\/179\/revisions\/385"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/media\/99"}],"wp:attachment":[{"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/media?parent=179"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/categories?post=179"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/symphonict.nesic.co.jp\/tech-blog\/wp-json\/wp\/v2\/tags?post=179"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}