\u30ab\u30e9\u30e0\u540d<\/th>\n	\u6982\u8981<\/th>\n	\u4f7f\u7528\u76ee\u7684<\/th>\n<\/tr>\n<\/thead>\n
request_date<\/td>\n	\u30a2\u30af\u30bb\u30b9\u65e5\u6642<\/td>\n	TIMESTAMP\u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n
request_time<\/td>\n	\u30a2\u30af\u30a8\u30b9\u6642\u523b<\/td>\n	TIMESTAMP\u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n
client_ip<\/td>\n	\u30a2\u30af\u30bb\u30b9\u5143IP\u30a2\u30c9\u30ec\u30b9<\/td>\n	USER_ID \u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n
cs_uri_stem<\/td>\n	\u30d6\u30ed\u30b0\u8a18\u4e8bURI<\/td>\n	ITEM_ID \u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n \u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u62bd\u51fa\u7528\u30af\u30a8\u30ea\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30ab\u30e9\u30e0\u3092 SELECT \u3059\u308b\u5f62\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n SELECT\n CAST(to_unixtime(date_parse(request_date \|\| ' ' \|\| request_time, '%Y-%m-%d %H:%i:%s')) AS INTEGER) AS TIMESTAMP,\n cs_uri_stem AS ITEM_ID,\n client_ip AS USER_ID\nFROM\n cf_logs\nWHERE\n regexp_like(cs_uri_stem, '^\/blog\/[0-9]{4}\/[0-9]{2}\/[0-9]{2}\/[0-9a-zA-Z_-]+\/$')\n AND request_date BETWEEN '###start_date###' AND '###end_date###'\nGROUP BY\n request_date, request_time, cs_uri_stem, client_ip<\/code><\/pre>\n\u30af\u30a8\u30ea\u7d50\u679c\u306f\u3001S3 \u306b CSV \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\u5185\u5bb9\u306e\u4e00\u90e8\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059(xxx.xxx.xxx.xxx\u306e\u90e8\u5206\u306f\u5b9f\u969b\u306fIP\u30a2\u30c9\u30ec\u30b9)\u3002<\/p>\n \"TIMESTAMP\",\"ITEM_ID\",\"USER_ID\"\n\"1569896114\",\"\/blog\/2016\/09\/23\/android_smartphone\/\",\"xxx.xxx.xxx.xxx\"\n\"1569909332\",\"\/blog\/2018\/11\/16\/markdown-to-pdf-document\/\",\"xxx.xxx.xxx.xxx\"\n\"1569886114\",\"\/blog\/2015\/07\/18\/aws-solution-architect\/\",\"xxx.xxx.xxx.xxx\"\n\"1569861564\",\"\/blog\/2017\/07\/14\/serverless-dev-flow\/\",\"xxx.xxx.xxx.xxx\"\n\"1569847637\",\"\/blog\/2019\/02\/09\/appsync-lambda-golang\/\",\"xxx.xxx.xxx.xxx\"\n\"1569839945\",\"\/blog\/2018\/11\/16\/markdown-to-pdf-document\/\",\"xxx.xxx.xxx.xxx\"\n\"1569880794\",\"\/blog\/2019\/01\/27\/about-setapp\/\",\"xxx.xxx.xxx.xxx\"\n\"1569894938\",\"\/blog\/2016\/02\/05\/css_arrow\/\",\"xxx.xxx.xxx.xxx\"\n\"1569847498\",\"\/blog\/2016\/02\/05\/css_arrow\/\",\"xxx.xxx.xxx.xxx\"\n\"1569821458\",\"\/blog\/2015\/07\/18\/aws-solution-architect\/\",\"xxx.xxx.xxx.xxx\"\n\"1569906304\",\"\/blog\/2017\/08\/04\/css_shapes\/\",\"xxx.xxx.xxx.xxx\"\n\"1569842664\",\"\/blog\/2015\/12\/12\/aws_lambda\/\",\"xxx.xxx.xxx.xxx\"\n\"1569899293\",\"\/blog\/2018\/03\/22\/sql_order_by\/\",\"xxx.xxx.xxx.xxx\"\n\"1569850602\",\"\/blog\/2019\/08\/11\/communication-stack\/\",\"xxx.xxx.xxx.xxx\"\n\"1569909527\",\"\/blog\/2018\/05\/19\/cloudwatch_custom_metrics\/\",\"xxx.xxx.xxx.xxx\"\n\"1569849534\",\"\/blog\/2015\/12\/21\/redux-test\/\",\"xxx.xxx.xxx.xxx\"<\/code><\/pre>\n\u3053\u306e CSV \u30d5\u30a1\u30a4\u30eb\u304c\u305d\u306e\u307e\u307e Personalize \u306e\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/p>\n 3. Step Functions \u3067 Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c<\/h3>\nStep Functions \u306f\u3001\u8907\u6570\u306e Lambda \u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u5b9f\u88c5\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n Personalize \u30ef\u30fc\u30af\u30d5\u30ed\u30fc(\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u30fb\u5b66\u7fd2\u30fb\u30c7\u30d7\u30ed\u30a4)\u306f Step Functions \u3067\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n Athena \u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u308b CSV \u30d5\u30a1\u30a4\u30eb\u304c S3 \u306b\u4fdd\u5b58\u3055\u308c\u305f\u3068\u304d\u306b\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u706b\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002S3 \u306e\u30a4\u30d9\u30f3\u30c8\u8a2d\u5b9a\u304b\u3089\u76f4\u63a5 Step Functions \u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306f\u73fe\u5728\u3067\u304d\u306a\u3044\u305f\u3081\u3001Cloud Trail \u7d4c\u7531\u3067\u884c\u3046\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n Amazon S3\u200b \u30a4\u30d9\u30f3\u30c8\u767a\u751f\u6642\u306b\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u306e\u5b9f\u884c\u3092\u958b\u59cb\u3059\u308b \nhttps:\/\/docs.aws.amazon.com\/ja_jp\/step-functions\/latest\/dg\/tutorial-cloudwatch-events-s3.html<\/a><\/p>\n \u30c7\u30fc\u30bf\u30a4\u30f3\u30dd\u30fc\u30c8\u51e6\u7406\u306e\u305f\u3081\u306b\u5b9a\u7fa9\u3057\u305f Step Functions \u306e\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f62\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n <\/p>\n \u51e6\u7406\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n \nImportDataset<\/code> \u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3059\u308b Lambda \u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b<\/li>\n IsFinishImportDataset<\/code> \u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u30b8\u30e7\u30d6\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u78ba\u8a8d\u3057\u3066\u3001\u7d42\u4e86\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u30d5\u30e9\u30b0\u3092\u7acb\u3066\u308b Lambda \u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b<\/li>\n DataImportChoice<\/code> \u3067\u3001\u30d5\u30e9\u30b0\u3092\u78ba\u8a8d\u3057\u3001true \u3067\u3042\u308c\u3070 DataImportChoiceDone<\/code>\u3001false \u3067\u3042\u308c\u3070\u3001DataImportWait<\/code> \u306b\u51e6\u7406\u3092\u9077\u79fb\u3055\u305b\u308b<\/li>\nDataImportWait<\/code> \u3067\u30011\u5206\u9593\u51e6\u7406\u3092\u505c\u6b62\u3057\u3001IsFinishImportDataset<\/code> \u3078\u623b\u308b<\/li>\n<\/ol>\n\u5b66\u7fd2\u3084\u30c7\u30d7\u30ed\u30a4\u306e\u51e6\u7406\u3082\u540c\u3058\u3088\u3046\u306b\u5b9f\u88c5\u3057\u3066\u3044\u3066\u3001\u5408\u8a083\u3064\u306e\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3053\u306e3\u3064\u3092\u3059\u3079\u3066\u5b9f\u884c\u3059\u308b\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u3082\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n <\/p>\n ImportDataset<\/code> CreateRecommendModel_sims_CreateRecommendModel<\/code> CreateRecommendModel_sims_CreateRecommender<\/code> \u304c\u305d\u308c\u305e\u308c\u306e\u51e6\u7406\u3092\u884c\u3046\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u3067\u3059\u3002<\/p>\n \u3053\u306e\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u304c\u5b9f\u884c\u3055\u308c\u308b\u3068\u3001Personalize \u306b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n \u3061\u306a\u307f\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b Go \u8a00\u8a9e\u3067\u3001\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u306e\u51e6\u7406\u306e\u6d41\u308c\u3092\u8a18\u8ff0\u3059\u308b\u3068\u3001<\/p>\n\/\/ ImportDataset \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u51e6\u7406\nfunc ImportDataset(b StateMachineBuilder) StepFunctionDefinition {\n return b.StepFunctionDef(\n \"DataImport\",\n &mainlambda.ImportDatasetInput{},\n b.ItrStateMachineDef(\n b.TaskFuncWithCatcher(mainlambda.ImportDataset, \"ImportDatasetCatch\"),\n b.TaskFuncWithCatcher(mainlambda.IsFinishImportDataset, \"IsFinishImportDatasetCatch\"),\n \"DataImportChoice\",\n b.StepFunctionWithStates(\n \"DataImportWait\",\n nil,\n b.Wait(\"DataImportWait\", FinishCheckIntervalSeconds),\n ),\n func(doneState PassState) {\n doneState.OutputPath = \"$.job_id\"\n }))\n}<\/code><\/pre>\n\nLambda \u95a2\u6570\u30a8\u30f3\u30c8\u30ea\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308b\u30cf\u30f3\u30c9\u30e9\u30fc\u306e\u81ea\u52d5\u751f\u6210<\/li>\nServerless Framework \u306e Lambda \u8a2d\u5b9a\u3068 StepFunctions \u8a2d\u5b9a\u306e\u81ea\u52d5\u751f\u6210<\/li>\n<\/ul>\n\u304c\u884c\u308f\u308c\u308b\u4ed5\u7d44\u307f\u3092\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002 \n\u3053\u306e\u90e8\u5206\u306b\u3064\u3044\u3066\u306f\u3001\u307e\u305f\u5225\u306e\u6a5f\u4f1a\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n4. API Gateway + Lambda + DynamoDB \u3067 WebAPI \u3092\u5b9f\u88c5<\/h3>\nAPI Gateway + Lambda + DynamoDB \u3067\u3001WebAPI \u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u30d6\u30ed\u30b0\u30da\u30fc\u30b8\u4e0a\u306e JavaScript \u304b\u3089 Web API \u7d4c\u7531\u3067\u63a8\u85a6\u8a18\u4e8b\u3092\u53d6\u5f97\u3067\u304d\u308b\u60f3\u5b9a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n DynamoDB \u306f\u3001Personalize \u3067\u53d6\u5f97\u3057\u305f\u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002\u3082\u3057\u3001\u4f55\u304b\u306e\u8a18\u4e8b\u304c\u30d0\u30ba\u3063\u305f\u3068\u304d\u306b\u3001\u77ed\u6642\u9593\u306e\u3046\u3061\u306b\u30ec\u30b3\u30e1\u30f3\u30c9\u53d6\u5f97\u30ea\u30af\u30a8\u30b9\u30c8\u304c Personalize \u306b\u884c\u304b\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002__\u77ed\u6642\u9593\u306e\u3046\u3061\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u884c\u304f\u3068\u3001\u83ab\u5927\u306a\u6599\u91d1\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u6050\u308c\u304c\u3042\u308b\u305f\u3081\u3067\u3059__\u3002<\/p>\n Web API \u3092 curl \u30b3\u30de\u30f3\u30c9\u3067\u53e9\u304f\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n$ curl https:\/\/xxxxxxxxxx.execute-api.ap-northeast-1.amazonaws.com\/d\/v1\/similar_articles?article_id=\/blog\/2019\/10\/28\/sc_exam\/ \| jq\n{\n \"articles\": [\n {\n \"url\": \"\/blog\/2017\/05\/01\/study-first\/\",\n \"title\": \"\u65b0\u4eba\u30d7\u30ed\u30b0\u30e9\u30de\u306e\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u304b\u3063\u305f1\u5e74\u76ee\u306b\u672c\u5f53\u306b\u52c9\u5f37\u3059\u3079\u304d\u3053\u3068\"\n },\n {\n \"url\": \"\/blog\/2017\/04\/24\/problem-solving\/\",\n \"title\": \"\u65b0\u4eba\u30d7\u30ed\u30b0\u30e9\u30de\u306e\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u304b\u3063\u305f\u30cf\u30de\u3063\u305f\u3068\u304d\u306e\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8\u3068\u57fa\u672c\u601d\u8003\"\n },\n {\n \"url\": \"\/blog\/2018\/11\/16\/markdown-to-pdf-document\/\",\n \"title\": \"Markdown\u3092\u5370\u5237\u3057\u3084\u3059\u3044PDF\u306b\u3059\u308b\u6642\u306b\u79c1\u304c\u3057\u3066\u3044\u308b\u3053\u3068\"\n },\n {\n \"url\": \"\/blog\/2015\/07\/18\/aws-solution-architect\/\",\n \"title\": \"\u65b0\u5352\u5165\u793e4\u30f6\u6708\u3067AWS \u8a8d\u5b9a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306b\u5408\u683c\u3057\u305f\u8a71\"\n },\n {\n \"url\": \"\/blog\/2018\/01\/30\/adobe-xd_archives-pdf\/\",\n \"title\": \"Adobe XD\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092PDF\u3067\u4fdd\u5b58\u3059\u308b\"\n },\n {\n \"url\": \"\/blog\/2017\/07\/14\/serverless-dev-flow\/\",\n \"title\": \"Serverless Framework+Node.js\u3092\u3064\u304b\u3063\u305fLambda\u95a2\u6570\u306e\u958b\u767a\u30d5\u30ed\u30fc\"\n },\n {\n \"url\": \"\/blog\/2014\/10\/30\/active-resourrce-patch\/\",\n \"title\": \"ActiveResource\u3067GET\u9001\u4fe1\u6642\u306b\u914d\u5217\u3067\u6e21\u3059\"\n },\n {\n \"url\": \"\/blog\/2018\/11\/11\/postman\/\",\n \"title\": \"Postman\u3092\u4f7f\u3063\u3066Proxy\u7d4c\u7531\u3067API\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u65b9\u6cd5\"\n },\n {\n \"url\": \"\/blog\/2017\/01\/20\/far-sightedness\/\",\n \"title\": \"PC\u4ed5\u4e8b\u3068\u9060\u8996\u306b\u3064\u3044\u3066\"\n }\n ]\n}<\/code><\/pre>\n\u3053\u306e Web API \u306f\u3001\u5b9f\u969b\u306b JavaScript \u306a\u3069\u306e\u30b3\u30fc\u30c9\u304b\u3089\u5b9f\u884c\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n \u4ee5\u4e0a\u304c\u3001\u5b9f\u88c5\u306e\u89e3\u8aac\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\u4eca\u5f8c\u306e\u5c55\u958b<\/h2>\n\u4eca\u56de\u306f\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u304c\u3001Personalize \u306f\u69d8\u3005\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u5225\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002 \n\u4f8b\u3048\u3070\u3001<\/p>\n\n\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u691c\u7d22\u3001\u901a\u77e5\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3059\u308b<\/li>\n \u5546\u54c1\u306e\u8a55\u4fa1\u306b\u5fdc\u3058\u305f\u985e\u4f3c\u8868\u54c1\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3059\u308b<\/li>\n WordPress \u306a\u3069\u306e CMS \u3067\u69cb\u7bc9\u3055\u308c\u305f Web \u30da\u30fc\u30b8\u306b\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u5c0e\u5165\u3059\u308b<\/li>\n<\/ul>\n\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u3067\u3059\u3002\u4eca\u56de\u69cb\u7bc9\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001__\u4e00\u90e8\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u5165\u308c\u66ff\u3048\u308b\u3060\u3051\u3067\u3001\u3053\u308c\u3089\u306e\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059__\u3002<\/p>\n \u307e\u305f\u3001\u5b9f\u88c5\u89e3\u8aac\u306b\u306f\u5165\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001Serverless Framework \u3084 Terraform \u3092\u5229\u7528\u3057\u305f Infrastructure as Code \u3082\u884c\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u5225\u306e AWS \u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u3044\u304f\u3053\u3068\u3082\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n \u4eca\u5f8c\u306f\u3001\u30b5\u30fc\u30d0\u30ec\u30b9\u3092\u6d3b\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3092\u3001\u3055\u3089\u306b\u5bb9\u6613\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n \u304a\u308f\u308a\u306b<\/h2>\nAmazon Personalize \u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b\u3068\u3057\u3066\u3001\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n MMM \u30d6\u30ed\u30b0\u306f WordPress \u306b\u79fb\u884c\u4e88\u5b9a\u3067\u3001\u305d\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u304c\u5c0e\u5165\u3055\u308c\u307e\u3059\u3002\u8fd1\u65e5\u4e2d\u306b\u63a8\u85a6\u8a18\u4e8b\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3054\u671f\u5f85\u304f\u3060\u3055\u3044\u3002<\/p>\n MMM \u3067\u306f\u3001Amazon Personalize \u3084\u30b5\u30fc\u30d0\u30ec\u30b9\u30b7\u30b9\u30c6\u30e0\u306e\u3054\u76f8\u8ac7\u3092\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\u3002 \nhttps:\/\/mmmcorp.co.jp\/service\/serverlessarchitecture<\/a><\/p>\n \u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30b5\u30fc\u30d0\u30ec\u30b9\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u3092\u3057\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\u3002 \nhttps:\/\/www.wantedly.com\/projects\/10749<\/a><\/p>\n <\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":" \u306f\u3058\u3081\u306b \u6700\u8fd1\u306e\u9031\u672b\u306f\u30b2\u30fc\u30e0\u3070\u304b\u308a\u3084\u3063\u3066\u3044\u307e\u3059\u3002\u5185\u5c71\u3067\u3059\u3002 2019\u5e746\u6708\u306b Amazon Personalize \u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u304c\u4e00\u822c\u63d0\u4f9b\u958b\u59cb\u3068\u306a\u308a\u307e\u3057\u305f\u3002 \u4eca\u56de\u306f\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3057\u3001\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u305f\u8a71\u3092\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u76ee\u6b21 \u306f\u3058\u3081\u306b Amazon Personalize \u3068\u306f Amazon Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc 1. \u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b 2. […]<\/p>\n","protected":false},"author":5,"featured_media":826,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[13,21],"tags":[347,180],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/588"}],"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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/comments?post=588"}],"version-history":[{"count":0,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/588\/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=588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/categories?post=588"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/tags?post=588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

\u306f\u3058\u3081\u306b<\/a><\/li>\n<\/ul>\n
- Amazon Personalize \u3068\u306f<\/a><\/li>\n<\/ul>\n
  - Amazon Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/a>\n
    - 1. \u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b<\/a><\/li>\n<\/ul>\n
      - 2. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/a><\/li>\n<\/ul>\n
        \n
        3. \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/a><\/li>\n<\/ul>\n
        \n
        4. \u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u3092\u53d6\u5f97\u3059\u308b<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
        \n
        Amazon Personalize \u3092\u6d3b\u7528\u3057\u305f\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0<\/a>\n
        \n
        1. CloudFront \u3067\u51fa\u529b\u3055\u308c\u308b MMM \u30d6\u30ed\u30b0\u306e\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092 S3 \u306b\u4fdd\u5b58\u3059\u308b<\/a><\/li>\n<\/ul>\n
        \n
        2. Athena \u3067\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u304b\u3089\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62bd\u51fa\u3059\u308b<\/a><\/li>\n<\/ul>\n
        \n
        3. Step Functions \u3067 Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c<\/a><\/li>\n<\/ul>\n
        \n
        4. API Gateway + Lambda + DynamoDB \u3067 WebAPI \u3092\u5b9f\u88c5<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n
        \n
        \u4eca\u5f8c\u306e\u5c55\u958b<\/a><\/li>\n<\/ul>\n
        \n
        \u304a\u308f\u308a\u306b<\/a><\/li>\n<\/ul>\n<\/div>\n<\/div>\n
        Amazon Personalize \u3068\u306f<\/h2>\n
        Amazon Personalize
        \n https:\/\/aws.amazon.com\/jp\/personalize\/<\/a><\/p>\n
        Amazon Personalize \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u77e5\u8b58\u304c\u306a\u304f\u3066\u3082\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u3092\u7c21\u5358\u306b\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002EC \u30b5\u30a4\u30c8\u3067\u3042\u308b Amazon.com \u3067\u5b9f\u969b\u306b\u4f7f\u308f\u308c\u3066\u3044\u308b\u6280\u8853\u3092\u57fa\u306b\u3057\u3066\u3044\u3066\u3001\u540c\u30b5\u30a4\u30c8\u3067\u3088\u304f\u898b\u304b\u3051\u308b\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u3092\u958b\u767a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
        \n
        \u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c9(\u300c\u3042\u306a\u305f\u306b\u304a\u3059\u3059\u3081\u306a\u5546\u54c1\u306f\u3053\u3061\u3089\u300d)<\/li>\n
        \u985e\u4f3c\u5546\u54c1\u30ec\u30b3\u30e1\u30f3\u30c9(\u300c\u3053\u306e\u5546\u54c1\u3092\u8cb7\u3063\u305f\u4eba\u306f\u3053\u3093\u306a\u5546\u54c1\u3082\u8cb7\u3063\u3066\u3044\u307e\u3059\u300d)<\/li>\n<\/ul>\n
        __\u3053\u308c\u3089\u306e\u6a5f\u80fd\u3092\u958b\u767a\u3059\u308b\u305f\u3081\u306b\u5fc5\u8981\u306a\u3053\u3068\u306f\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf(CSV\u30d5\u30a1\u30a4\u30eb)\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u3060\u3051\u3067\u3059\u3002__\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u3068\u306f\u3001\u30e6\u30fc\u30b6\u30fc<\/code> \u304c \u5546\u54c1<\/code> \u306b\u5bfe\u3057\u3066\u884c\u3063\u305f\u884c\u70ba(\u30af\u30ea\u30c3\u30af\/\u8cfc\u5165\/\u3044\u3044\u306d\u8a55\u4fa1\u306a\u3069)\u306e\u3053\u3068\u3092\u6307\u3057\u307e\u3059\u3002<\/p>\n
        \u7528\u610f\u3057\u305f\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u3092 Personalize \u306b\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308c\u3070\u3001\u5b66\u7fd2\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002__\u5b66\u7fd2\u7528\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5b9f\u88c5\u3084\u5b66\u7fd2\u7528\u30d1\u30e9\u30e1\u30fc\u30bf\u306e\u8abf\u6574\u306a\u3069\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3068\u306a\u3063\u3066\u304f\u308b\u3088\u3046\u306a\u90e8\u5206\u306b\u95a2\u3057\u3066\u306f Personalize \u304c\u9762\u5012\u3092\u307f\u3066\u304f\u308c\u307e\u3059\u3002__\u5b66\u7fd2\u304c\u7d42\u308f\u308b\u3068\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u6a5f\u80fd\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
        \u4eca\u56de\u306f\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3057\u3066\u69cb\u7bc9\u3057\u305f__\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0__\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n
        \u305d\u306e\u524d\u306b\u3001Personalize \u306e\u7528\u8a9e\u3084\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u7c21\u5358\u306b\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n
        Amazon Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc<\/h2>\nPersonalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
        \n
        \u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b<\/li>\n
        \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/li>\n
        \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/li>\n
        \u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u3092\u53d6\u5f97\u3059\u308b<\/li>\n<\/ol>\n
        1. \u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b<\/h3>\n
        Personalize \u3067\u4f7f\u7528\u3059\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u4ee5\u4e0b\u306e\u4e09\u7a2e\u985e\u3042\u308a\u307e\u3059\u3002<\/p>\n
        \n
        Interactions (\u30e6\u30fc\u30b6\u30fc\u3068\u30a2\u30a4\u30c6\u30e0\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf)<\/li>\n
        Users (\u30e6\u30fc\u30b6\u30fc\u306e\u30e1\u30bf\u30c7\u30fc\u30bf)<\/li>\n
        Items (\u30a2\u30a4\u30c6\u30e0\u306e\u30e1\u30bf\u30c7\u30fc\u30bf)<\/li>\n<\/ul>\n
        $\"\"$ <\/p>\n
        \u305d\u308c\u305e\u308c1\u3064\u306eCSV\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n
        Interactions \u306e\u307f\u304c\u5fc5\u9808\u3067\u3001 Users \u3084 Items \u306f\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u3067\u9078\u629e\u3059\u308b\u30ec\u30b7\u30d4\u306b\u3088\u3063\u3066\u306f\u5fc5\u9808\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Interactions \u306f\u3001\u30e6\u30fc\u30b6\u30fc<\/code> \u3068 \u30a2\u30a4\u30c6\u30e0<\/code> \u306e\u9593\u306e\u904e\u53bb\u306e\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3(\u30af\u30ea\u30c3\u30af\/\u8cfc\u5165\/\u8a55\u4fa1\u306a\u3069)\u3092\u542b\u3093\u3060CSV\u30c7\u30fc\u30bf\u3067\u3001\u4ee5\u4e0b\u306e3\u3064\u306e\u30ab\u30e9\u30e0\u3092\u542b\u307f\u307e\u3059\u3002<\/p>\n
        \nTIMESTAMP<\/code> <\/li>\n USER_ID<\/code><\/li>\n ITEM_ID<\/code><\/li>\n<\/ul>\nCSV\u30d5\u30a1\u30a4\u30eb\u306fS3\u306b\u914d\u7f6e\u3057\u3001Personalize \u306b\u8aad\u307f\u8fbc\u307e\u305b\u3066\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n <\/p>\n 2. \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3068\u306f Personalize \u306e\u7528\u8a9e\u3067\u3001\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u4e8b\u524d\u306b\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u30ec\u30b7\u30d4\u3092\u9078\u629e\u3057\u307e\u3059\u3002\u30ec\u30b7\u30d4\u3068\u306f\u3001Personalize \u306e\u7528\u8a9e\u3067\u3001\u5b66\u7fd2\u7528\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u3053\u3068\u3067\u3059\u3002Personalize \u304c\u81ea\u52d5\u3067\u30ec\u30b7\u30d4\u3092\u9078\u629e\u3059\u308b\u8a2d\u5b9a\u3082\u3067\u304d\u307e\u3059\u3002\u524d\u8ff0\u3057\u305f\u3068\u304a\u308a\u3001\u30ec\u30b7\u30d4\u306b\u3088\u3063\u3066\u306f Users \u3084 Items \u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u5fc5\u8981\u3068\u306a\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n <\/p>\n Personalize \u306f\u3001\u9078\u629e\u3055\u308c\u305f\u30ec\u30b7\u30d4\u306b\u5f93\u3063\u3066\u3001\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5b66\u7fd2\u3057\u3001\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n 3. \u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3068\u306f Personalize \u306e\u7528\u8a9e\u3067\u3001\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u306e\u3053\u3068\u3067\u3059\u3002<\/p>\n \u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u3092\u53d6\u5f97\u3059\u308b\u5834\u5408\u306f\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u901a\u3058\u3066\u53d6\u5f97\u3059\u308b\u6d41\u308c\u306b\u306a\u308a\u307e\u3059\u3002\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u3066\u3044\u306a\u3044\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u304b\u3089\u306f\u53d6\u5f97\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n Personalize \u306f\u3001\u9078\u629e\u3055\u308c\u305f\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u57fa\u306b\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n <\/p>\n \u30c7\u30d7\u30ed\u30a4\u3057\u305f\u5f8c\u306f\u3001\u4f7f\u7528\u3059\u308b\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n \u6ce8\u610f\u304c\u5fc5\u8981\u306a\u306e\u304c\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u304b\u304b\u308b\u8cbb\u7528\u3067\u3059\u3002<\/strong> \n\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u52d5\u304b\u3057\u7d9a\u3051\u3066\u3044\u308b\u3060\u3051\u3067\u3001\u6708\u306b\u6700\u4f4e1\u4e07\u5186\u5f31\u306f\u304b\u304b\u308a\u307e\u3059\u3002 \n\u307e\u305f\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306b\u77ed\u6642\u9593\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u9001\u3063\u305f\u5834\u5408\u3082\u3001\u7121\u8996\u3067\u304d\u306a\u3044\u8cbb\u7528\u304c\u304b\u304b\u308a\u307e\u3059\u3002__\u30c6\u30b9\u30c8\u3067\u4f5c\u6210\u3057\u305f\u8907\u6570\u306e\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u653e\u7f6e\u3057\u305f\u308a\u3001\u30c6\u30b9\u30c8\u3067\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u77ed\u6642\u9593\u3067\u9001\u3063\u305f\u308a\u3057\u306a\u3044\u3088\u3046__\u306b\u6ce8\u610f\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n 4. \u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u3092\u53d6\u5f97\u3059\u308b<\/h3>\n\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304b\u3089\u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u3092\u53d6\u5f97\u3059\u308b\u306b\u306f\u3001AWS \u30b3\u30f3\u30bd\u30fc\u30eb\u3084 SDK \u3092\u4f7f\u3044\u307e\u3059\u3002\u53d6\u5f97\u3059\u308b\u969b\u306b\u6e21\u3059\u5f15\u6570\u306f\u3001\u30ec\u30b3\u30e1\u30f3\u30c9\u306e\u7a2e\u5225\u306b\u3088\u3063\u3066\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n <\/p>\n \u4ee5\u4e0a\u3067\u3001 Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u898b\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n \u6b21\u306b\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3057\u3066\u958b\u767a\u3057\u305f\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n Amazon Personalize \u3092\u6d3b\u7528\u3057\u305f\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0<\/h2>\nAmazon Personalize \u3092\u6d3b\u7528\u3057\u3066\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u3092\u63a8\u85a6\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30d6\u30ed\u30b0\u306e\u8aad\u8005\u304c\u73fe\u5728\u8aad\u3093\u3067\u3044\u308b\u8a18\u4e8b\u306b\u95a2\u9023\u3059\u308b\u8a18\u4e8b(\u300c\u3053\u306e\u8a18\u4e8b\u3092\u8aad\u3093\u3067\u3044\u308b\u4eba\u306f\u3001\u3053\u3093\u306a\u8a18\u4e8b\u3082\u8aad\u3093\u3067\u3044\u307e\u3059\u300d<\/strong>)\u3092\u8868\u793a\u3059\u308b\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n \u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306f\u3001__Personalize\/Lambda\/Athena\/StepFunctions \u306a\u3069\u3092\u7528\u3044\u305f\u30b5\u30fc\u30d0\u30ec\u30b9\u69cb\u6210__\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n <\/p>\n \u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u3057\u305f\u306e\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u76ee\u7684\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n \n\u5b9a\u671f\u7684\u306b\u6700\u65b0\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u5b66\u7fd2\u3055\u305b\u3066\u7cbe\u5ea6\u306e\u9ad8\u3044\u8a18\u4e8b\u63a8\u85a6\u3092\u884c\u3046<\/li>\n Web API \u3092\u7528\u610f\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u8a18\u4e8b\u63a8\u85a6\u8868\u793a\u6a5f\u80fd\u306e\u5c0e\u5165\u3092\u5bb9\u6613\u306b\u3059\u308b<\/li>\n \u30b5\u30fc\u30d0\u30ec\u30b9\u3067\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u904b\u7528\u30b3\u30b9\u30c8\u3092\u4e0b\u3052\u308b<\/li>\n<\/ul>\n\u3053\u308c\u3089\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5b9f\u88c5\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n \nCloudFront<\/strong> \u3067\u51fa\u529b\u3055\u308c\u308b MMM \u30d6\u30ed\u30b0\u306e\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092 S3<\/strong> \u306b\u4fdd\u5b58\u3059\u308b<\/li>\n Athena<\/strong> \u3067\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u304b\u3089\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62bd\u51fa\u3059\u308b<\/li>\n Step Functions<\/strong> \u3067 Personalize<\/strong> \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c<\/li>\n API Gateway<\/strong> + Lambda<\/strong> + DynamoDB<\/strong> \u3067 WebAPI \u3092\u5b9f\u88c5<\/li>\n<\/ol>\n\u5404\u7a2e\u5b9f\u88c5\u306b\u3064\u3044\u3066\u3001\u89e3\u8aac\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n 1. CloudFront \u3067\u51fa\u529b\u3055\u308c\u308b MMM \u30d6\u30ed\u30b0\u306e\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092 S3 \u306b\u4fdd\u5b58\u3059\u308b<\/h3>\n\u307e\u305a\u306f\u3058\u3081\u306b\u3001\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u57fa\u3068\u306a\u308b\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092\u53d6\u5f97\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002MMM \u30d6\u30ed\u30b0\u306f CloudFront \u7d4c\u7531\u3067\u914d\u4fe1\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001 S3 \u306b\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092\u51fa\u529b\u3055\u305b\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u65b9\u6cd5\u3084\u4ed5\u7d44\u307f\u306b\u3064\u3044\u3066\u306f\u3001\u4ee5\u4e0b\u306e\u30da\u30fc\u30b8\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n \u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u306e\u8a2d\u5b9a\u304a\u3088\u3073\u4f7f\u7528 \nhttps:\/\/docs.aws.amazon.com\/ja_jp\/AmazonCloudFront\/latest\/DeveloperGuide\/AccessLogs.html<\/a><\/p>\n 2. Athena \u3067\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u304b\u3089\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62bd\u51fa\u3059\u308b<\/h3>\nAthena \u306f\u3001S3 \u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u3092 SQL \u3067\u53d6\u5f97\u53ef\u80fd\u306b\u3059\u308b\u30b5\u30fc\u30d0\u30ec\u30b9\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u4eca\u56de\u306f CloudFront \u306e\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u304b\u3089 \u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u62bd\u51fa\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n \u307e\u305a\u3001S3 \u30d0\u30b1\u30c3\u30c8\u306b\u3042\u308b CSV \u30d5\u30a1\u30a4\u30eb\u306b\u5bfe\u5fdc\u4ed8\u3051\u308b\u30c6\u30fc\u30d6\u30eb\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u30af\u30a8\u30ea\u3067\u3001\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n CREATE EXTERNAL TABLE IF NOT EXISTS cf_logs (\n request_date STRING,\n request_time STRING,\n x_edge_location STRING,\n sc_bytes INT,\n client_ip STRING,\n cs_method STRING,\n cs_host STRING,\n cs_uri_stem STRING,\n sc_status STRING,\n cs_referer STRING,\n user_agent STRING,\n uri_query STRING,\n cookie STRING,\n x_edge_result_type STRING,\n x_edge_request_id STRING,\n x_host_header STRING,\n cs_protocol STRING,\n cs_bytes INT,\n time_taken DECIMAL(8,3),\n x_forwarded_for STRING,\n ssl_protocol STRING,\n ssl_cipher STRING,\n x_edge_response_result_type STRING,\n cs_protocol_version STRING\n)\nROW FORMAT SERDE 'org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe'\nWITH SERDEPROPERTIES (\n 'serialization.format' = '\t',\n 'input.regex' = '\t'\n)\nLOCATION 's3:\/\/bucket\/blog'\nTBLPROPERTIES ('has_encrypted_data'='false');<\/code><\/pre>\nSQL \u5185\u306e LOCATION<\/code> \u3067\u3001S3 \u30d0\u30b1\u30c3\u30c8\u3092\u6307\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u306e\u30ab\u30e9\u30e0\u306f\u3001CSV \u306e\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u5408\u308f\u305b\u3066\u3001\u540d\u524d\u4ed8\u3051\u3092\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u4e3b\u306b\u4f7f\u3046\u30ab\u30e9\u30e0\u306f\u3001\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n\n\n\n\n\n\u30ab\u30e9\u30e0\u540d<\/th>\n \u6982\u8981<\/th>\n \u4f7f\u7528\u76ee\u7684<\/th>\n<\/tr>\n<\/thead>\n request_date<\/td>\n \u30a2\u30af\u30bb\u30b9\u65e5\u6642<\/td>\n TIMESTAMP\u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n request_time<\/td>\n \u30a2\u30af\u30a8\u30b9\u6642\u523b<\/td>\n TIMESTAMP\u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n client_ip<\/td>\n \u30a2\u30af\u30bb\u30b9\u5143IP\u30a2\u30c9\u30ec\u30b9<\/td>\n USER_ID \u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n cs_uri_stem<\/td>\n \u30d6\u30ed\u30b0\u8a18\u4e8bURI<\/td>\n ITEM_ID \u3068\u3057\u3066\u4f7f\u7528<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u3001\u62bd\u51fa\u7528\u30af\u30a8\u30ea\u3067\u306f\u3001\u3053\u308c\u3089\u306e\u30ab\u30e9\u30e0\u3092 SELECT \u3059\u308b\u5f62\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n SELECT\n CAST(to_unixtime(date_parse(request_date || ' ' || request_time, '%Y-%m-%d %H:%i:%s')) AS INTEGER) AS TIMESTAMP,\n cs_uri_stem AS ITEM_ID,\n client_ip AS USER_ID\nFROM\n cf_logs\nWHERE\n regexp_like(cs_uri_stem, '^\/blog\/[0-9]{4}\/[0-9]{2}\/[0-9]{2}\/[0-9a-zA-Z_-]+\/$')\n AND request_date BETWEEN '###start_date###' AND '###end_date###'\nGROUP BY\n request_date, request_time, cs_uri_stem, client_ip<\/code><\/pre>\n\u30af\u30a8\u30ea\u7d50\u679c\u306f\u3001S3 \u306b CSV \u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4fdd\u5b58\u3057\u307e\u3059\u3002\u5185\u5bb9\u306e\u4e00\u90e8\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059(xxx.xxx.xxx.xxx\u306e\u90e8\u5206\u306f\u5b9f\u969b\u306fIP\u30a2\u30c9\u30ec\u30b9)\u3002<\/p>\n \"TIMESTAMP\",\"ITEM_ID\",\"USER_ID\"\n\"1569896114\",\"\/blog\/2016\/09\/23\/android_smartphone\/\",\"xxx.xxx.xxx.xxx\"\n\"1569909332\",\"\/blog\/2018\/11\/16\/markdown-to-pdf-document\/\",\"xxx.xxx.xxx.xxx\"\n\"1569886114\",\"\/blog\/2015\/07\/18\/aws-solution-architect\/\",\"xxx.xxx.xxx.xxx\"\n\"1569861564\",\"\/blog\/2017\/07\/14\/serverless-dev-flow\/\",\"xxx.xxx.xxx.xxx\"\n\"1569847637\",\"\/blog\/2019\/02\/09\/appsync-lambda-golang\/\",\"xxx.xxx.xxx.xxx\"\n\"1569839945\",\"\/blog\/2018\/11\/16\/markdown-to-pdf-document\/\",\"xxx.xxx.xxx.xxx\"\n\"1569880794\",\"\/blog\/2019\/01\/27\/about-setapp\/\",\"xxx.xxx.xxx.xxx\"\n\"1569894938\",\"\/blog\/2016\/02\/05\/css_arrow\/\",\"xxx.xxx.xxx.xxx\"\n\"1569847498\",\"\/blog\/2016\/02\/05\/css_arrow\/\",\"xxx.xxx.xxx.xxx\"\n\"1569821458\",\"\/blog\/2015\/07\/18\/aws-solution-architect\/\",\"xxx.xxx.xxx.xxx\"\n\"1569906304\",\"\/blog\/2017\/08\/04\/css_shapes\/\",\"xxx.xxx.xxx.xxx\"\n\"1569842664\",\"\/blog\/2015\/12\/12\/aws_lambda\/\",\"xxx.xxx.xxx.xxx\"\n\"1569899293\",\"\/blog\/2018\/03\/22\/sql_order_by\/\",\"xxx.xxx.xxx.xxx\"\n\"1569850602\",\"\/blog\/2019\/08\/11\/communication-stack\/\",\"xxx.xxx.xxx.xxx\"\n\"1569909527\",\"\/blog\/2018\/05\/19\/cloudwatch_custom_metrics\/\",\"xxx.xxx.xxx.xxx\"\n\"1569849534\",\"\/blog\/2015\/12\/21\/redux-test\/\",\"xxx.xxx.xxx.xxx\"<\/code><\/pre>\n\u3053\u306e CSV \u30d5\u30a1\u30a4\u30eb\u304c\u305d\u306e\u307e\u307e Personalize \u306e\u5b66\u7fd2\u7528\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30a4\u30f3\u30dd\u30fc\u30c8\u3055\u308c\u307e\u3059\u3002<\/p>\n 3. Step Functions \u3067 Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u3092\u5b9f\u884c<\/h3>\nStep Functions \u306f\u3001\u8907\u6570\u306e Lambda \u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u30d0\u30c3\u30c1\u51e6\u7406\u3092\u5b9f\u88c5\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n Personalize \u30ef\u30fc\u30af\u30d5\u30ed\u30fc(\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u30fb\u5b66\u7fd2\u30fb\u30c7\u30d7\u30ed\u30a4)\u306f Step Functions \u3067\u5b9f\u884c\u3059\u308b\u3088\u3046\u306b\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n Athena \u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u308b CSV \u30d5\u30a1\u30a4\u30eb\u304c S3 \u306b\u4fdd\u5b58\u3055\u308c\u305f\u3068\u304d\u306b\u30a4\u30d9\u30f3\u30c8\u304c\u767a\u706b\u3059\u308b\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002S3 \u306e\u30a4\u30d9\u30f3\u30c8\u8a2d\u5b9a\u304b\u3089\u76f4\u63a5 Step Functions \u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u306f\u73fe\u5728\u3067\u304d\u306a\u3044\u305f\u3081\u3001Cloud Trail \u7d4c\u7531\u3067\u884c\u3046\u3088\u3046\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002<\/p>\n Amazon S3\u200b \u30a4\u30d9\u30f3\u30c8\u767a\u751f\u6642\u306b\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u306e\u5b9f\u884c\u3092\u958b\u59cb\u3059\u308b \nhttps:\/\/docs.aws.amazon.com\/ja_jp\/step-functions\/latest\/dg\/tutorial-cloudwatch-events-s3.html<\/a><\/p>\n \u30c7\u30fc\u30bf\u30a4\u30f3\u30dd\u30fc\u30c8\u51e6\u7406\u306e\u305f\u3081\u306b\u5b9a\u7fa9\u3057\u305f Step Functions \u306e\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5f62\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n <\/p>\n \u51e6\u7406\u306e\u6d41\u308c\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n \nImportDataset<\/code> \u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u30b8\u30e7\u30d6\u3092\u4f5c\u6210\u3059\u308b Lambda \u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b<\/li>\n IsFinishImportDataset<\/code> \u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u30b8\u30e7\u30d6\u306e\u30b9\u30c6\u30fc\u30bf\u30b9\u3092\u78ba\u8a8d\u3057\u3066\u3001\u7d42\u4e86\u3057\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u306e\u30d5\u30e9\u30b0\u3092\u7acb\u3066\u308b Lambda \u95a2\u6570\u3092\u5b9f\u884c\u3059\u308b<\/li>\n DataImportChoice<\/code> \u3067\u3001\u30d5\u30e9\u30b0\u3092\u78ba\u8a8d\u3057\u3001true \u3067\u3042\u308c\u3070 DataImportChoiceDone<\/code>\u3001false \u3067\u3042\u308c\u3070\u3001DataImportWait<\/code> \u306b\u51e6\u7406\u3092\u9077\u79fb\u3055\u305b\u308b<\/li>\nDataImportWait<\/code> \u3067\u30011\u5206\u9593\u51e6\u7406\u3092\u505c\u6b62\u3057\u3001IsFinishImportDataset<\/code> \u3078\u623b\u308b<\/li>\n<\/ol>\n\u5b66\u7fd2\u3084\u30c7\u30d7\u30ed\u30a4\u306e\u51e6\u7406\u3082\u540c\u3058\u3088\u3046\u306b\u5b9f\u88c5\u3057\u3066\u3044\u3066\u3001\u5408\u8a083\u3064\u306e\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3057\u305f\u3002\u3055\u3089\u306b\u3053\u306e3\u3064\u3092\u3059\u3079\u3066\u5b9f\u884c\u3059\u308b\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u3082\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n <\/p>\n ImportDataset<\/code> CreateRecommendModel_sims_CreateRecommendModel<\/code> CreateRecommendModel_sims_CreateRecommender<\/code> \u304c\u305d\u308c\u305e\u308c\u306e\u51e6\u7406\u3092\u884c\u3046\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u3067\u3059\u3002<\/p>\n \u3053\u306e\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u304c\u5b9f\u884c\u3055\u308c\u308b\u3068\u3001Personalize \u306b\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n \u3061\u306a\u307f\u306b\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b Go \u8a00\u8a9e\u3067\u3001\u30b9\u30c6\u30fc\u30c8\u30de\u30b7\u30f3\u306e\u51e6\u7406\u306e\u6d41\u308c\u3092\u8a18\u8ff0\u3059\u308b\u3068\u3001<\/p>\n\/\/ ImportDataset \u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30a4\u30f3\u30dd\u30fc\u30c8\u51e6\u7406\nfunc ImportDataset(b *StateMachineBuilder) *StepFunctionDefinition {\n return b.StepFunctionDef(\n \"DataImport\",\n &mainlambda.ImportDatasetInput{},\n b.ItrStateMachineDef(\n b.TaskFuncWithCatcher(mainlambda.ImportDataset, \"ImportDatasetCatch\"),\n b.TaskFuncWithCatcher(mainlambda.IsFinishImportDataset, \"IsFinishImportDatasetCatch\"),\n \"DataImportChoice\",\n *b.StepFunctionWithStates(\n \"DataImportWait\",\n nil,\n b.Wait(\"DataImportWait\", FinishCheckIntervalSeconds),\n ),\n func(doneState *PassState) {\n doneState.OutputPath = \"$.job_id\"\n }))\n}<\/code><\/pre>\n\nLambda \u95a2\u6570\u30a8\u30f3\u30c8\u30ea\u30dd\u30a4\u30f3\u30c8\u306b\u306a\u308b\u30cf\u30f3\u30c9\u30e9\u30fc\u306e\u81ea\u52d5\u751f\u6210<\/li>\nServerless Framework \u306e Lambda \u8a2d\u5b9a\u3068 StepFunctions \u8a2d\u5b9a\u306e\u81ea\u52d5\u751f\u6210<\/li>\n<\/ul>\n\u304c\u884c\u308f\u308c\u308b\u4ed5\u7d44\u307f\u3092\u5b9f\u88c5\u3057\u3066\u3044\u307e\u3059\u3002 \n\u3053\u306e\u90e8\u5206\u306b\u3064\u3044\u3066\u306f\u3001\u307e\u305f\u5225\u306e\u6a5f\u4f1a\u3067\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n4. API Gateway + Lambda + DynamoDB \u3067 WebAPI \u3092\u5b9f\u88c5<\/h3>\nAPI Gateway + Lambda + DynamoDB \u3067\u3001WebAPI \u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u30d6\u30ed\u30b0\u30da\u30fc\u30b8\u4e0a\u306e JavaScript \u304b\u3089 Web API \u7d4c\u7531\u3067\u63a8\u85a6\u8a18\u4e8b\u3092\u53d6\u5f97\u3067\u304d\u308b\u60f3\u5b9a\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n DynamoDB \u306f\u3001Personalize \u3067\u53d6\u5f97\u3057\u305f\u30ec\u30b3\u30e1\u30f3\u30c9\u30ea\u30b9\u30c8\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3057\u307e\u3059\u3002\u3082\u3057\u3001\u4f55\u304b\u306e\u8a18\u4e8b\u304c\u30d0\u30ba\u3063\u305f\u3068\u304d\u306b\u3001\u77ed\u6642\u9593\u306e\u3046\u3061\u306b\u30ec\u30b3\u30e1\u30f3\u30c9\u53d6\u5f97\u30ea\u30af\u30a8\u30b9\u30c8\u304c Personalize \u306b\u884c\u304b\u306a\u3044\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002__\u77ed\u6642\u9593\u306e\u3046\u3061\u306b\u30ea\u30af\u30a8\u30b9\u30c8\u304c\u884c\u304f\u3068\u3001\u83ab\u5927\u306a\u6599\u91d1\u304c\u304b\u304b\u3063\u3066\u3057\u307e\u3046\u6050\u308c\u304c\u3042\u308b\u305f\u3081\u3067\u3059__\u3002<\/p>\n Web API \u3092 curl \u30b3\u30de\u30f3\u30c9\u3067\u53e9\u304f\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7d50\u679c\u304c\u8fd4\u3063\u3066\u304d\u307e\u3059\u3002<\/p>\n$ curl https:\/\/xxxxxxxxxx.execute-api.ap-northeast-1.amazonaws.com\/d\/v1\/similar_articles?article_id=\/blog\/2019\/10\/28\/sc_exam\/ | jq\n{\n \"articles\": [\n {\n \"url\": \"\/blog\/2017\/05\/01\/study-first\/\",\n \"title\": \"\u65b0\u4eba\u30d7\u30ed\u30b0\u30e9\u30de\u306e\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u304b\u3063\u305f1\u5e74\u76ee\u306b\u672c\u5f53\u306b\u52c9\u5f37\u3059\u3079\u304d\u3053\u3068\"\n },\n {\n \"url\": \"\/blog\/2017\/04\/24\/problem-solving\/\",\n \"title\": \"\u65b0\u4eba\u30d7\u30ed\u30b0\u30e9\u30de\u306e\u6642\u306b\u77e5\u3063\u3066\u304a\u304d\u305f\u304b\u3063\u305f\u30cf\u30de\u3063\u305f\u3068\u304d\u306e\u30d5\u30ed\u30fc\u30c1\u30e3\u30fc\u30c8\u3068\u57fa\u672c\u601d\u8003\"\n },\n {\n \"url\": \"\/blog\/2018\/11\/16\/markdown-to-pdf-document\/\",\n \"title\": \"Markdown\u3092\u5370\u5237\u3057\u3084\u3059\u3044PDF\u306b\u3059\u308b\u6642\u306b\u79c1\u304c\u3057\u3066\u3044\u308b\u3053\u3068\"\n },\n {\n \"url\": \"\/blog\/2015\/07\/18\/aws-solution-architect\/\",\n \"title\": \"\u65b0\u5352\u5165\u793e4\u30f6\u6708\u3067AWS \u8a8d\u5b9a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c8\u306b\u5408\u683c\u3057\u305f\u8a71\"\n },\n {\n \"url\": \"\/blog\/2018\/01\/30\/adobe-xd_archives-pdf\/\",\n \"title\": \"Adobe XD\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u3092PDF\u3067\u4fdd\u5b58\u3059\u308b\"\n },\n {\n \"url\": \"\/blog\/2017\/07\/14\/serverless-dev-flow\/\",\n \"title\": \"Serverless Framework+Node.js\u3092\u3064\u304b\u3063\u305fLambda\u95a2\u6570\u306e\u958b\u767a\u30d5\u30ed\u30fc\"\n },\n {\n \"url\": \"\/blog\/2014\/10\/30\/active-resourrce-patch\/\",\n \"title\": \"ActiveResource\u3067GET\u9001\u4fe1\u6642\u306b\u914d\u5217\u3067\u6e21\u3059\"\n },\n {\n \"url\": \"\/blog\/2018\/11\/11\/postman\/\",\n \"title\": \"Postman\u3092\u4f7f\u3063\u3066Proxy\u7d4c\u7531\u3067API\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u65b9\u6cd5\"\n },\n {\n \"url\": \"\/blog\/2017\/01\/20\/far-sightedness\/\",\n \"title\": \"PC\u4ed5\u4e8b\u3068\u9060\u8996\u306b\u3064\u3044\u3066\"\n }\n ]\n}<\/code><\/pre>\n\u3053\u306e Web API \u306f\u3001\u5b9f\u969b\u306b JavaScript \u306a\u3069\u306e\u30b3\u30fc\u30c9\u304b\u3089\u5b9f\u884c\u3055\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n \u4ee5\u4e0a\u304c\u3001\u5b9f\u88c5\u306e\u89e3\u8aac\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\u4eca\u5f8c\u306e\u5c55\u958b<\/h2>\n\u4eca\u56de\u306f\u3001\u30d6\u30ed\u30b0\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3057\u305f\u304c\u3001Personalize \u306f\u69d8\u3005\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u5225\u306e\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002 \n\u4f8b\u3048\u3070\u3001<\/p>\n\n\u30d1\u30fc\u30bd\u30ca\u30e9\u30a4\u30ba\u3055\u308c\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3001\u691c\u7d22\u3001\u901a\u77e5\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3059\u308b<\/li>\n \u5546\u54c1\u306e\u8a55\u4fa1\u306b\u5fdc\u3058\u305f\u985e\u4f3c\u8868\u54c1\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3059\u308b<\/li>\n WordPress \u306a\u3069\u306e CMS \u3067\u69cb\u7bc9\u3055\u308c\u305f Web \u30da\u30fc\u30b8\u306b\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u5c0e\u5165\u3059\u308b<\/li>\n<\/ul>\n\u3068\u3044\u3063\u305f\u30b1\u30fc\u30b9\u3067\u3059\u3002\u4eca\u56de\u69cb\u7bc9\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001__\u4e00\u90e8\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3092\u5165\u308c\u66ff\u3048\u308b\u3060\u3051\u3067\u3001\u3053\u308c\u3089\u306e\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306a\u3063\u3066\u3044\u307e\u3059__\u3002<\/p>\n \u307e\u305f\u3001\u5b9f\u88c5\u89e3\u8aac\u306b\u306f\u5165\u308c\u307e\u305b\u3093\u3067\u3057\u305f\u304c\u3001Serverless Framework \u3084 Terraform \u3092\u5229\u7528\u3057\u305f Infrastructure as Code \u3082\u884c\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u5225\u306e AWS \u74b0\u5883\u306b\u30c7\u30d7\u30ed\u30a4\u3057\u3066\u3044\u304f\u3053\u3068\u3082\u53ef\u80fd\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n \u4eca\u5f8c\u306f\u3001\u30b5\u30fc\u30d0\u30ec\u30b9\u3092\u6d3b\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u3092\u3001\u3055\u3089\u306b\u5bb9\u6613\u306b\u884c\u3048\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u304d\u305f\u3044\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<\/p>\n \u304a\u308f\u308a\u306b<\/h2>\nAmazon Personalize \u3092\u6d3b\u7528\u3057\u305f\u4e8b\u4f8b\u3068\u3057\u3066\u3001\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u306e\u69cb\u7bc9\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n MMM \u30d6\u30ed\u30b0\u306f WordPress \u306b\u79fb\u884c\u4e88\u5b9a\u3067\u3001\u305d\u306e\u30bf\u30a4\u30df\u30f3\u30b0\u3067\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u304c\u5c0e\u5165\u3055\u308c\u307e\u3059\u3002\u8fd1\u65e5\u4e2d\u306b\u63a8\u85a6\u8a18\u4e8b\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u306e\u3067\u3001\u3054\u671f\u5f85\u304f\u3060\u3055\u3044\u3002<\/p>\n MMM \u3067\u306f\u3001Amazon Personalize \u3084\u30b5\u30fc\u30d0\u30ec\u30b9\u30b7\u30b9\u30c6\u30e0\u306e\u3054\u76f8\u8ac7\u3092\u304a\u5f85\u3061\u3057\u3066\u304a\u308a\u307e\u3059\u3002 \nhttps:\/\/mmmcorp.co.jp\/service\/serverlessarchitecture<\/a><\/p>\n \u307e\u305f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3084\u30b5\u30fc\u30d0\u30ec\u30b9\u3092\u6d3b\u7528\u3057\u305f\u958b\u767a\u3092\u3057\u305f\u3044\u30a8\u30f3\u30b8\u30cb\u30a2\u3092\u52df\u96c6\u3057\u3066\u3044\u307e\u3059\u3002 \nhttps:\/\/www.wantedly.com\/projects\/10749<\/a><\/p>\n <\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":" \u306f\u3058\u3081\u306b \u6700\u8fd1\u306e\u9031\u672b\u306f\u30b2\u30fc\u30e0\u3070\u304b\u308a\u3084\u3063\u3066\u3044\u307e\u3059\u3002\u5185\u5c71\u3067\u3059\u3002 2019\u5e746\u6708\u306b Amazon Personalize \u3068\u3044\u3046\u30b5\u30fc\u30d3\u30b9\u304c\u4e00\u822c\u63d0\u4f9b\u958b\u59cb\u3068\u306a\u308a\u307e\u3057\u305f\u3002 \u4eca\u56de\u306f\u3001\u3053\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u6d3b\u7528\u3057\u3001\u8a18\u4e8b\u63a8\u85a6\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3057\u305f\u8a71\u3092\u3057\u305f\u3044\u3068\u601d\u3044\u307e\u3059\u3002 \u76ee\u6b21 \u306f\u3058\u3081\u306b Amazon Personalize \u3068\u306f Amazon Personalize \u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc 1. \u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b 2. […]<\/p>\n","protected":false},"author":5,"featured_media":826,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[13,21],"tags":[347,180],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/588"}],"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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/comments?post=588"}],"version-history":[{"count":0,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/posts\/588\/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=588"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/categories?post=588"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/p-corporate-blog-cms.mmmcorp.co.jp\/wp-json\/wp\/v2\/tags?post=588"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

1. \u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b<\/h3>\nPersonalize \u3067\u4f7f\u7528\u3059\u308b\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u3001\u4ee5\u4e0b\u306e\u4e09\u7a2e\u985e\u3042\u308a\u307e\u3059\u3002<\/p>\n