{"id":397,"date":"2017-08-31T15:37:26","date_gmt":"2017-08-31T06:37:26","guid":{"rendered":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/blog\/2017\/08\/31\/easily_build_an_asynchronous_job_system_on_aws_batch"},"modified":"2017-08-31T15:37:26","modified_gmt":"2017-08-31T06:37:26","slug":"easily_build_an_asynchronous_job_system_on_aws_batch","status":"publish","type":"post","link":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/blog\/2017\/08\/31\/easily_build_an_asynchronous_job_system_on_aws_batch\/","title":{"rendered":"AWS Batch\u3067\u975e\u540c\u671f\u30b8\u30e7\u30d6\u30b7\u30b9\u30c6\u30e0\u304c\u7c21\u5358\u306b\u69cb\u7bc9\u51fa\u6765\u305f\u8a71"},"content":{"rendered":"<p>\u524d\u7530\u3067\u3059\u3002<br \/>\n\u53d7\u8a17\u958b\u767a\u3067API\u3092Golang\u3067\u958b\u767a\u4e2d\u3067\u3059\u304c\u3001\u6a5f\u80fd\u8981\u4ef6\u306e\u4e2d\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u51e6\u7406\u3092\u3055\u3070\u304f\u5fc5\u8981\u304c\u3042\u308a\u3001\u975e\u540c\u671f\u51e6\u7406\u3092\u3069\u3046\u5b9f\u88c5\u3057\u3088\u3046\u304b\u691c\u8a0e\u3057\u305f\u7d50\u679c\u3001AWS Batch\u3092\u4f7f\u3063\u3066\u5b9f\u88c5\u3057\u3088\u3046\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>AWS\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u975e\u540c\u671f\u30bf\u30b9\u30af\u3068\u3057\u3066\u5b9f\u884c\u51fa\u6765\u308b\u306e\u306f\u3001\u305f\u3068\u3048\u3070AWS Lambda\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u304cAWS Lambda\u3068\u7570\u306a\u308b\u70b9\u306f\u3001\u300c5\u5206\u4ee5\u5185\u3068\u3044\u3046\u5236\u9650\u304c\u306a\u3044\u300d\u300cDocker\u30a4\u30e1\u30fc\u30b8\u3067\u5b9f\u884c\u3055\u305b\u308b\u306e\u3067\u5236\u9650\u304c\u5c11\u306a\u3044\u300d\u3068\u3044\u3046\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u7279\u306b\u300c\u51e6\u7406\u6642\u9593\u304c\u9577\u304f\u306a\u308b\u5834\u5408\u304c\u308a\u3001\u78ba\u5b9f\u306b\u51e6\u7406\u3092\u7d42\u4e86\u3055\u305b\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u300d\u3068\u3044\u3046\u8981\u4ef6\u304c\u3042\u308a\u3001AWS Batch\u30b5\u30fc\u30d3\u30b9\u304c\u3074\u3063\u305f\u308a\u3060\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n<p>\u5b9f\u969b\u306bAWS Batch\u3092\u69cb\u7bc9\u3057\u305f\u969b\u3001\u521d\u3081\u3066\u306e\u69cb\u7bc9\u3068\u3044\u3046\u3053\u3068\u3082\u3042\u308a\u30cf\u30de\u3063\u305f\u7b87\u6240\u3082\u3042\u3063\u305f\u306e\u3067\u3059\u304c\u3001\u666e\u901a\u3067\u3042\u308c\u3070\u30b8\u30e7\u30d6\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u7acb\u3066\u3066\u3001\u306a\u3069\u8272\u3005\u691c\u8a0e\u3057\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044\u3053\u3068\u304c\u5927\u5e45\u306b\u524a\u6e1b\u51fa\u6765\u305f\u306e\u3067\u30c8\u30fc\u30bf\u30eb\u306e\u30b3\u30b9\u30c8\u3068\u3057\u3066\u306f\u305d\u308c\u307b\u3069\u304b\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u306f\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u53d7\u8a17\u30b7\u30b9\u30c6\u30e0\u3067\u958b\u767a\u3057\u305f\u8a2d\u8a08\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u611f\u3058\u3067\u3057\u305f\u304cAWS Batch\u3092\u4f7f\u3048\u3070\u7c21\u5358\u306b\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/process.png\" alt=\"\"><\/p>\n<p>\u4eca\u56de\u306f\u30ed\u30fc\u30ab\u30eb\u306eawscli\u304b\u3089AWS Batch\u3092\u30ad\u30c3\u30af\u3057\u3066\u30b8\u30e7\u30d6\u3092\u52d5\u304b\u3059\u3068\u3053\u308d\u307e\u3067\u5fa9\u7fd2\u3092\u8fbc\u3081\u3066\u3084\u308a\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<h2 id=\"outline__1\" id=\"aws-batch\u4f5c\u6210\">AWS Batch\u4f5c\u6210<\/h2>\n<p>AWS Batch\u306e\u69cb\u6210\u8981\u7d20\u306b\u306f\u4e0b\u8a18\u306e3\u3064\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u540d\u524d<\/th>\n<th>\u76ee\u7684<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Job queues<\/td>\n<td>\u30b8\u30e7\u30d6\u30ad\u30e5\u30fc\u3002\u3053\u3053\u306b\u30b5\u30d6\u30df\u30c3\u30c8\u3059\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td>Job definitions<\/td>\n<td>\u3069\u3093\u306a\u30b8\u30e7\u30d6\u304b\u306e\u5b9a\u7fa9\u5834\u6240\u3002\u3069\u3093\u306aDocker\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u3046\u304b\u3001\u3082\u5b9a\u7fa9\u3059\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td>Compute environments<\/td>\n<td>\u30b8\u30e7\u30d6\u3092\u52d5\u304b\u3059ECS(EC2)\u3092\u5b9a\u7fa9\u3059\u308b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u9806\u756a\u7684\u306b\u306fCompute environments\u304bJob definition\u3092\u5148\u306b\u4f5c\u308a\u3001\u6700\u5f8c\u306bJob queue\u3092\u4f5c\u308b\u306e\u304c\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u4f5c\u6210\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>AWS Batch\u30b3\u30f3\u30bd\u30fc\u30eb\u3092\u958b\u304d\u3001\u300cGet started\u300d\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/console.png\" alt=\"\"><\/p>\n<p>Define job\u306e\u753b\u9762\u306b\u306a\u308a\u307e\u3059\u304c\u3001wizard\u3092\u4f7f\u308f\u306a\u3044\u3067\u4eca\u56de\u306f\u500b\u5225\u306b\u4f5c\u3063\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u300cSkip wizard\u300d\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/define_job.png\" alt=\"\"><\/p>\n<p>Compute environments\u304b\u3089\u4f5c\u3063\u3066\u3044\u304d\u307e\u3059\u3002<br \/>\n\u5de6\u5074\u306e\u300cCompute environments\u300d\u3092\u9078\u629e\u3057\u3001\u300cCreate environment\u300d\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/compute_1.png\" alt=\"\"><\/p>\n<p>\u300cService role\u300d\u306fAWS Batch\u306b\u5272\u308a\u5f53\u3066\u308b\u30ed\u30fc\u30eb\u3067\u3001\u300cInstance role\u300d\u306fAWS Batch\u3067\u8d77\u52d5\u3055\u305b\u308bEC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306b\u5272\u308a\u5f53\u3066\u308b\u30ed\u30fc\u30eb\u3067\u3059\u3002<br \/>\nIAM\u3067\u4e88\u3081\u30ed\u30fc\u30eb\u3092\u4f5c\u3063\u3066\u304a\u3044\u3066\u3082\u3044\u3044\u3067\u3059\u3057\u3001\u4e00\u7dd2\u306b\u4f5c\u6210\u3057\u3066\u3082\u3044\u3044\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304b\u3089S3\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5834\u5408\u306a\u3069\u306f\u3001\u300cInstance role\u300d\u306b\u7d10\u4ed8\u3051\u305f\u30ed\u30fc\u30eb\u306b\u5f8c\u3067\u6a29\u9650\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002<br \/>\n\u5fc5\u9808\u3067\u306f\u306a\u3044\u3067\u3059\u304c\u3001\u30d0\u30c3\u30c1\u3067\u52d5\u304b\u3059EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306bssh\u63a5\u7d9a\u3067\u304d\u308b\u3068\u30c7\u30d0\u30c3\u30b0\u306a\u3069\u304c\u6357\u308b\u306e\u3067\u3001<code>EC2 key pair<\/code>\u306b\u30ad\u30fc\u3092\u5272\u308a\u5f53\u3066\u3066ssh\u30ed\u30b0\u30a4\u30f3\u51fa\u6765\u308b\u3088\u3046\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<\/p>\n<p>\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30bf\u30a4\u30d7\u3092\u9078\u629e\u3057\u307e\u3059\u304c\u3001\u4eca\u56de\u306fm3.medium(vCPU 1)\u3092\u9078\u629e\u3057\u307e\u3057\u305f\u3002<br \/>\n\u3042\u307e\u308a\u5c0f\u3055\u3044\u30bf\u30a4\u30d7\u306e\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u9078\u629e\u51fa\u6765\u306a\u3044\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u666e\u6bb5\u306fJob\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u8d77\u52d5\u3057\u306a\u3044\u306e\u3067\u3042\u308c\u3070\u3001Minimum vCPUs\u306f0\u306b\u3057\u3066\u304a\u304d\u307e\u3059\u3002<br \/>\nJob\u3092\u52d5\u304b\u3059\u6700\u5927\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u6570\u304c1\u3064\u3067\u3088\u3051\u308c\u3070Maximum vCPUs\u306b1\u3092\u9078\u629e\u3057\u307e\u3059\u3002<\/p>\n<p>\u6ce8\u610f\u70b9\u3068\u3057\u3066\u306f\u3001\u3053\u3053\u3067\u9078\u629e\u3059\u308bSubnet(EC2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u7f6e\u304b\u308c\u308b)\u306f\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u306b\u30a2\u30af\u30bb\u30b9\u51fa\u6765\u308bSubnet\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<br \/>\nEC2\u3092\u8d77\u52d5\u3057\u3001Docker\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u8d77\u52d5\u3057\u3066\u6307\u5b9a\u3057\u305fDocker\u30a4\u30e1\u30fc\u30b8\u3092\u8d77\u52d5\u3059\u308b\u70ba\u306b\u306f\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981\u306b\u306a\u308b\u304b\u3089\u3067\u3059\u3002<\/p>\n<p>\u30d5\u30a9\u30fc\u30e0\u57cb\u3081\u304c\u7d42\u308f\u3063\u305f\u3089\u6700\u5f8c\u306b\u300cCreate\u300d\u3092\u62bc\u3057\u3066\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/compute_2.png\" alt=\"\"><\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/compute_3.png\" alt=\"\"><\/p>\n<p>\u6b21\u306bJob definition\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<br \/>\n\u5de6\u5074\u306eJob definition\u3092\u9078\u629e\u3057\u3001\u300ccreate\u300d\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>ECR\u306b\u30a4\u30e1\u30fc\u30b8\u3092\u30a2\u30c3\u30d7\u30ed\u30fc\u30c9\u3057\u3066\u304a\u3044\u3066\u3001Container image\u306b<code>0000000000.dkr.ecr.ap-northeast-1.amazonaws.com\/test-job:latest<\/code>\u3068\u3044\u3063\u305fECR\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u8a2d\u5b9a\u3057\u3066\u3084\u308c\u3070AWS Batch\u304cECR\u304b\u3089\u30a4\u30e1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u3092\u8d77\u52d5\u3057\u3066\u52d5\u304b\u3057\u3066\u304f\u308c\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u306f\u30b5\u30f3\u30d7\u30eb\u306a\u306e\u3067\u3001busybox\u3067\u52d5\u304b\u3057\u307e\u3059\u3002<\/p>\n<p><code>Hoge<\/code>\u3068\u3044\u3046\u540d\u524d\u306e\u5f15\u6570\u3092\u53d7\u3051\u53d6\u3063\u3066\u5b9f\u884c\u3057\u3066\u307f\u308b\u306e\u3067\u3001\u30b3\u30de\u30f3\u30c9\u306f<code>echo Ref::Hoge<\/code>\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u3042\u3068\u306f\u7a7a\u767d\u3067Create\u3057\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/def_1.png\" alt=\"\"><\/p>\n<p>\u6700\u5f8c\u306bJob queue\u3067\u3059\u3002<br \/>\n\u5de6\u304b\u3089Job queues\u3092\u9078\u629e\u3057\u3001Create queue\u3092\u62bc\u3057\u307e\u3059\u3002<\/p>\n<p>Compute environments\u306b\u5148\u307b\u3069\u4f5c\u6210\u3057\u305ftest-compute-environment\u3092\u9078\u629e\u3057\u3066Create\u3057\u307e\u3059\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/queue.png\" alt=\"\"><\/p>\n<p>\u4ee5\u4e0a\u3067AWS Batch\u3067\u30b8\u30e7\u30d6\u3092\u52d5\u304b\u3059\u74b0\u5883\u304c\u6574\u3044\u307e\u3057\u305f\u3002<\/p>\n<h2 id=\"outline__2\" id=\"\u30b8\u30e7\u30d6\u3092\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\">\u30b8\u30e7\u30d6\u3092\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0<\/h2>\n<p>awscli\u304b\u3089\u30b8\u30e7\u30d6\u3092\u30ad\u30e5\u30fc\u30a4\u30f3\u30b0\u3057\u3066\u307f\u307e\u3059\u3002<br \/>\nIAM\u3067\u9069\u5f53\u306b\u30e6\u30fc\u30b6\u30fc\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<br \/>\nIAM\u30e6\u30fc\u30b6\u30fc\u306fAWS Batch\u3078\u306e\u30a2\u30af\u30bb\u30b9\u304c\u5fc5\u8981\u306a\u306e\u3067\u3001<code>AWSBatchFullAccess<\/code>\u3092\u30a2\u30bf\u30c3\u30c1\u3057\u307e\u3059\u3002<br \/>\n\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u30ad\u30fc\u3092\u30bb\u30c3\u30c8\u3057\u307e\u3059\u3002<\/p>\n<pre><code>export AWS_ACCESS_KEY_ID=XXXXXXXXXXXXXXXXXXXXX\nexport AWS_SECRET_ACCESS_KEY=XXXXXXXXXXXXXXXXXXXXXXXXXXXX<\/code><\/pre>\n<p>\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u30b8\u30e7\u30d6\u3092\u30b5\u30d6\u30df\u30c3\u30c8\u3057\u307e\u3059\u3002<br \/>\njob-name\u306f\u4efb\u610f\u3067\u547d\u540d\u3067\u304d\u307e\u3059\u304c\u3001job-queue\u3068job-definition\u306fARN\u3092\u30bb\u30c3\u30c8\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<br \/>\nAWS Batch\u30b3\u30f3\u30bd\u30fc\u30eb\u753b\u9762\u3067\u78ba\u8a8d\u51fa\u6765\u307e\u3059\u306e\u3067\u3001\u30bb\u30c3\u30c8\u3057\u3066\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067\u9001\u4fe1\u3057\u307e\u3059\u3002<\/p>\n<pre><code>aws batch submit-job \n  --job-name submit_job_test \n  --job-queue arn:aws:batch:ap-northeast-1:99999999999999:job-queue\/test-job-queue \n  --job-definition arn:aws:batch:ap-northeast-1:9999999999999:job-definition\/test-job-definition:1 \n  --parameters Hoge=test!<\/code><\/pre>\n<p>\u5b9f\u884c\u7d50\u679c\u306fCloudWatch Logs\u306b\u9001\u3089\u308c\u307e\u3059\u3002<br \/>\n\u3061\u3083\u3093\u3068\u5b9f\u884c\u3055\u308c\u308b\u3053\u3068\u304c\u78ba\u8a8d\u51fa\u6765\u307e\u3057\u305f\u3002<\/p>\n<p><img src=\"\/images\/easily_execute_an_asynchronous_job_on_aws_batch\/result.png\" alt=\"\"><\/p>\n<p>\u4ee5\u4e0a\u3067AWS Batch\u3067\u975e\u540c\u671f\u30b8\u30e7\u30d6\u3092\u5b9f\u884c\u3059\u308b\u74b0\u5883\u304c\u69cb\u7bc9\u51fa\u6765\u307e\u3057\u305f\u3002<br \/>\n\u4eca\u56de\u306f\u3084\u3063\u3066\u3044\u307e\u305b\u3093\u304c\u3001\u30b8\u30e7\u30d6\u306e\u30c7\u30d7\u30ed\u30a4\u3082ECR\u306b\u30a4\u30e1\u30fc\u30b8\u3092\u30d7\u30c3\u30b7\u30e5\u3059\u308b\u3060\u3051\u306a\u306e\u3067\u7c21\u5358\u3067\u3059\u3002<br \/>\n\u3042\u3068\u306f\u30a2\u30d7\u30ea\u304b\u3089\u30b8\u30e7\u30d6\u3092\u30ad\u30c3\u30af\u3057\u305f\u308a\u3001DataPipeline\u3084Lambda\u3068\u9023\u643a\u3057\u3066\u5b9a\u671f\u30d0\u30c3\u30c1\u306b\u3057\u3066\u52d5\u304b\u3057\u305f\u308a\u3001\u306a\u3069\u8272\u3005\u5fdc\u7528\u304c\u51fa\u6765\u307e\u3059\u306d\u3002<br \/>\n\u4eca\u5f8c\u3082\u7a4d\u6975\u7684\u306b\u4f7f\u3063\u3066\u3044\u304d\u305f\u3044\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u7530\u3067\u3059\u3002 \u53d7\u8a17\u958b\u767a\u3067API\u3092Golang\u3067\u958b\u767a\u4e2d\u3067\u3059\u304c\u3001\u6a5f\u80fd\u8981\u4ef6\u306e\u4e2d\u3067\u6642\u9593\u304c\u304b\u304b\u308b\u51e6\u7406\u3092\u3055\u3070\u304f\u5fc5\u8981\u304c\u3042\u308a\u3001\u975e\u540c\u671f\u51e6\u7406\u3092\u3069\u3046\u5b9f\u88c5\u3057\u3088\u3046\u304b\u691c\u8a0e\u3057\u305f\u7d50\u679c\u3001AWS Batch\u3092\u4f7f\u3063\u3066\u5b9f\u88c5\u3057\u3088\u3046\u3068\u3044\u3046\u3053\u3068\u306b\u306a\u308a\u307e\u3057\u305f\u3002 AWS\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3067\u975e\u540c\u671f\u30bf\u30b9\u30af\u3068\u3057\u3066\u5b9f\u884c\u51fa\u6765\u308b\u306e\u306f\u3001\u305f\u3068\u3048\u3070AWS Lambda\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u304cAWS Lambda\u3068\u7570\u306a\u308b\u70b9\u306f\u3001\u300c5\u5206\u4ee5\u5185\u3068\u3044\u3046\u5236\u9650\u304c\u306a\u3044\u300d\u300cDocker\u30a4\u30e1\u30fc [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":826,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[13,18],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/397"}],"collection":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/comments?post=397"}],"version-history":[{"count":0,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/397\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/media\/826"}],"wp:attachment":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/media?parent=397"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/categories?post=397"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/tags?post=397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}