{"id":24193,"date":"2023-05-21T12:50:42","date_gmt":"2023-05-21T09:20:42","guid":{"rendered":"https:\/\/nabfollower.com\/blog\/step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27\/"},"modified":"2023-05-21T12:50:42","modified_gmt":"2023-05-21T09:20:42","slug":"step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27","status":"publish","type":"post","link":"https:\/\/nabfollower.com\/blog\/step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27\/","title":{"rendered":"\u062a\u0648\u0627\u0628\u0639 Step Distributed Map \u0648 Athena\u060c \u0645\u0633\u0627\u0628\u0642\u0647 \u0627\u06cc \u06a9\u0647 \u062f\u0631 \u0622\u0633\u0645\u0627\u0646 \u0627\u0628\u0631\u06cc \u0633\u0627\u062e\u062a\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a"},"content":{"rendered":"<div data-article-id=\"1474918\" id=\"article-body\">\n<p>Step Functions \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 \u06af\u0630\u0634\u062a\u0647 \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 (\u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0634\u06cc\u0621) \u0647\u0645\u0627\u0647\u0646\u06af \u06a9\u0646\u062f.  \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0648\u0628\u0644\u0627\u06af \u0627\u0639\u0644\u0627\u0645 \u0627\u06cc\u0646\u062c\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: https:\/\/aws.amazon.com\/blogs\/aws\/step-functions-distributed-map-a-serverless-solution-for-large-scale-parallel-data-processing\/<\/p>\n<p>\u06cc\u06a9\u06cc \u0627\u0632 \u0641\u0631\u0645\u062a \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0648\u0636\u0639\u06cc\u062a \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f\u060c a \u0627\u0633\u062a <code>.csv<\/code> \u0641\u0627\u06cc\u0644 \u062f\u0631 \u06cc\u06a9 \u0633\u0637\u0644 S3.  \u0627\u06cc\u0646 \u0641\u0631\u0635\u062a\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 \u0628\u0647\u06cc\u0646\u0647 \u0634\u062f\u0647 Athena \u0628\u0631\u0627\u06cc \u062a\u0648\u0627\u0628\u0639 Step \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0648\u0631\u0648\u062f\u06cc \u0628\u0627\u0632 \u0645\u06cc \u06a9\u0646\u062f. <code>.csv<\/code> \u0641\u0627\u06cc\u0644\u06cc \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u062a\u0648\u0633\u0637 \u062d\u0627\u0644\u062a \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0634\u0648\u062f.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter-rtl ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0641\u0647\u0631\u0633\u062a \u0645\u0637\u0627\u0644\u0628<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/nabfollower.com\/blog\/step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27\/#%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C\" >\u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/nabfollower.com\/blog\/step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27\/#%D9%85%D8%AB%D8%A7%D9%84\" >\u0645\u062b\u0627\u0644<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/nabfollower.com\/blog\/step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27\/#%D9%86%D8%AA%DB%8C%D8%AC%D9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/nabfollower.com\/blog\/step-functions-distributed-map-and-athena-a-match-made-in-cloud-heaven-5g27\/#%D8%AF%D8%B1%D9%85%D9%88%D8%B1%D8%AF_%D9%85%D9%86\" >\u062f\u0631\u0645\u0648\u0631\u062f \u0645\u0646<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%D9%BE%DB%8C%DA%A9%D8%B1%D8%A8%D9%86%D8%AF%DB%8C\"><\/span>\n<p>  \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0648\u0636\u0639\u06cc\u062a \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 a \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a <code>.csv<\/code> \u0641\u0627\u06cc\u0644 \u0627\u0632 S3 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>ItemReader<\/code> \u0648\u06cc\u0698\u06af\u06cc:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"w\">  <\/span><span class=\"nl\">\"ItemReader\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"Resource\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"arn:aws:states:::s3:getObject\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"ReaderConfig\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"InputType\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"CSV\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"CSVHeaderLocation\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"FIRST_ROW\"<\/span><span class=\"w\">\n    <\/span><span class=\"p\">},<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"Parameters\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"Bucket.$\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"$.CsvBucket\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n      <\/span><span class=\"nl\">\"Key.$\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"$.CsvKey\"<\/span><span class=\"w\">\n    <\/span><span class=\"p\">}<\/span><span class=\"w\">\n  <\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0622\u062a\u0646\u0627 <code>StartQueryExecution<\/code> \u0648\u0638\u06cc\u0641\u0647 \u0628\u0631\u0627\u06cc \u062e\u0631\u0648\u062c\u06cc \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a <code>CsvBucket<\/code> \u0648 <code>CsvKey<\/code> \u0628\u0647 \u062f\u0648\u0644\u062a:<\/p>\n<div class=\"highlight js-code-highlight\">\n<pre class=\"highlight json\"><code><span class=\"p\">{<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"Type\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"Task\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"Resource\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"arn:aws:states:::athena:startQueryExecution.sync\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"Parameters\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"QueryString\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"select * from mytable\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"WorkGroup\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"primary\"<\/span><span class=\"w\">\n  <\/span><span class=\"p\">},<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"ResultSelector\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"p\">{<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"CsvBucket.$\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"States.ArrayGetItem(States.StringSplit($.QueryExecution.ResultConfiguration.OutputLocation, ':\/'), 1)\"<\/span><span class=\"p\">,<\/span><span class=\"w\">\n    <\/span><span class=\"nl\">\"CsvKey.$\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"States.ArrayGetItem(States.StringSplit($.QueryExecution.ResultConfiguration.OutputLocation, ':\/'), 2)\"<\/span><span class=\"w\">\n  <\/span><span class=\"p\">},<\/span><span class=\"w\">\n  <\/span><span class=\"nl\">\"Next\"<\/span><span class=\"p\">:<\/span><span class=\"w\"> <\/span><span class=\"s2\">\"DistributedMapState\"<\/span><span class=\"w\">\n<\/span><span class=\"p\">}<\/span><span class=\"w\">\n<\/span><\/code><\/pre>\n<div class=\"highlight__panel js-actions-panel\">\n<div class=\"highlight__panel-action js-fullscreen-code-action\">\n    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-on\"><title>\u0648\u0627\u0631\u062f \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M16 3h6v6h-2V5h-4V3zM2 3h6v2H4v4H2V3zm18 16v-4h2v6h-6v-2h4zM4 19h4v2H2v-6h2v4z\"\/>\n<\/svg><\/p>\n<p>    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" class=\"highlight-action crayons-icon highlight-action--fullscreen-off\"><title>\u0627\u0632 \u062d\u0627\u0644\u062a \u062a\u0645\u0627\u0645 \u0635\u0641\u062d\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f<\/title>\n    <path d=\"M18 7h4v2h-6V3h2v4zM8 9H2V7h4V3h2v6zm10 8v4h-2v-6h6v2h-4zM8 15v6H6v-4H2v-2h6z\"\/>\n<\/svg><\/p>\n<\/div>\n<\/div>\n<\/div>\n<p>\u0627\u06cc\u0646 <code>ResultSelector<\/code> \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc URI S3 \u0631\u0627 \u0645\u06cc \u06af\u06cc\u0631\u062f \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u0627\u0633\u062a <code>$.QueryExecution.ResultConfiguration.OutputLocation<\/code> \u0645\u0633\u06cc\u0631 \u0648 \u0627\u0632 \u062a\u0648\u0627\u0628\u0639 \u0630\u0627\u062a\u06cc \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f <code>Bucket<\/code> \u0648 <code>Key<\/code> \u0627\u0632 \u0641\u0627\u06cc\u0644 \u0646\u062a\u06cc\u062c\u0647 CSV.  \u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f\u060c \u0627\u06cc\u0646 \u0641\u0631\u0636 \u0645\u06cc \u06a9\u0646\u062f <code>.csv<\/code> \u062e\u0631\u0648\u062c\u06cc \u062f\u0631 \u0633\u0637\u062d \u0631\u06cc\u0634\u0647 \u0633\u0637\u0644 \u0646\u062a\u0627\u06cc\u062c \u067e\u0631\u0633 \u0648 \u062c\u0648 \u0627\u0633\u062a.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%85%D8%AB%D8%A7%D9%84\"><\/span>\n<p>  \u0645\u062b\u0627\u0644<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0645\u062b\u0627\u0644 \u0633\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646\u0686\u0647 \u0628\u0627 \u0627\u06cc\u0646 \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0622\u0648\u0631\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a:  <\/p>\n<p><img decoding=\"async\" src=\"https:\/\/nabfollower.com\/blog\/wp-content\/uploads\/2023\/05\/\u062a\u0648\u0627\u0628\u0639-Step-Distributed-Map-\u0648-Athena\u060c-\u0645\u0633\u0627\u0628\u0642\u0647-\u0627\u06cc-\u06a9\u0647-\u062f\u0631.png\" alt=\"\u062d\u0627\u0644\u062a \u0645\u0627\u0634\u06cc\u0646 \u0628\u0627 \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u06a9\u067e\u06cc \u06a9\u0631\u062f\u0646 \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u0627\u0632 \u067e\u0631\u0633 \u0648 \u062c\u0648\u06cc Athena\" loading=\"lazy\" width=\"800\" height=\"362\" title=\"\"><\/p>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0627\u0634\u06cc\u0646 \u062d\u0627\u0644\u062a\u060c \u0645\u0627 \u06cc\u06a9 \u06a9\u0648\u0626\u0631\u06cc Athena \u062f\u0627\u0631\u06cc\u0645 \u06a9\u0647 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 URI \u0647\u0627\u06cc S3 \u062d\u0627\u0648\u06cc \u0641\u0627\u06cc\u0644 \u0647\u0627\u06cc \u062a\u0635\u0648\u06cc\u0631\u06cc \u0631\u0627 \u06a9\u0647 \u0645\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u06a9\u0627\u0646\u06cc \u062c\u062f\u0627\u06af\u0627\u0646\u0647 \u06a9\u067e\u06cc \u06a9\u0646\u06cc\u0645\u060c \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc \u0645\u06cc \u06a9\u0646\u062f.  \u0645\u0627 \u0627\u0632 \u0648\u0636\u0639\u06cc\u062a \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0628\u0631\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0627\u06cc\u0646 URI \u0647\u0627\u06cc S3 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645 \u0648 \u0627\u0632 \u0627\u062f\u063a\u0627\u0645 SDK \u0628\u0631\u0627\u06cc \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc S3 CopyObject \u0628\u0631\u0627\u06cc \u06a9\u067e\u06cc \u06a9\u0631\u062f\u0646 \u062a\u0635\u0627\u0648\u06cc\u0631 \u062f\u0631 \u0645\u06a9\u0627\u0646 \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D9%86%D8%AA%DB%8C%D8%AC%D9%87\"><\/span>\n<p>  \u0646\u062a\u06cc\u062c\u0647<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062a\u0648\u0627\u0628\u0639 \u0645\u0631\u062d\u0644\u0647 \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647\u060c \u0647\u0645\u0631\u0627\u0647 \u0628\u0627 \u062c\u0633\u062a\u0627\u0631\u0647\u0627\u06cc Athena \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u06af\u0631\u062f\u0634 \u06a9\u0627\u0631 \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u0647\u0645\u0627\u0647\u0646\u06af \u0634\u062f\u0647 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647 \u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0633\u0631\u0648\u06cc\u0633 Step Functions \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0646\u06cc\u0645.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%D8%AF%D8%B1%D9%85%D9%88%D8%B1%D8%AF_%D9%85%D9%86\"><\/span>\n<p>  \u062f\u0631\u0645\u0648\u0631\u062f \u0645\u0646<br \/>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><strong>\u0645\u0646 \u06cc\u06a9 \u0645\u0647\u0646\u062f\u0633 \u06a9\u0627\u0631\u06a9\u0646\u0627\u0646 @ Veho \u0647\u0633\u062a\u0645.  \u0645\u0627 \u0647\u0646\u0648\u0632 \u0628\u0647 \u0637\u0648\u0631 \u0641\u0639\u0627\u0644 \u0628\u0631\u0627\u06cc \u0628\u0631\u062e\u06cc \u0627\u0632 \u0646\u0642\u0634 \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0645\u06cc \u06a9\u0646\u06cc\u0645!  \u0627\u06af\u0631 \u0639\u0644\u0627\u0642\u0647 \u0645\u0646\u062f \u0628\u0647 \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u0647\u0633\u062a\u06cc\u062f \u06cc\u0627 \u062d\u062a\u06cc \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u0647\u0627\u0631\u062a \u0647\u0627\u06cc \u062e\u0648\u062f \u0647\u0633\u062a\u06cc\u062f\u060c \u0646\u06af\u0627\u0647\u06cc \u0628\u0647 \u0645\u0648\u0642\u0639\u06cc\u062a \u0647\u0627\u06cc \u0628\u0627\u0632 \u0645\u0627 \u0628\u06cc\u0646\u062f\u0627\u0632\u06cc\u062f!<\/strong><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Step Functions \u0627\u0648\u0627\u062e\u0631 \u0633\u0627\u0644 \u06af\u0630\u0634\u062a\u0647 \u06cc\u06a9 \u0648\u06cc\u0698\u06af\u06cc \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 \u0646\u0642\u0634\u0647 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0645\u0646\u062a\u0634\u0631 \u06a9\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0627\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc \u062f\u0647\u062f \u062a\u0627 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0648\u0627\u0632\u06cc \u0631\u0627 \u0631\u0648\u06cc \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0639\u0638\u06cc\u0645 (\u0645\u06cc\u0644\u06cc\u0648\u0646 \u0647\u0627 \u0634\u06cc\u0621) \u0647\u0645\u0627\u0647\u0646\u06af \u06a9\u0646\u062f. \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634\u062a\u0631 \u062f\u0631 \u0645\u0648\u0631\u062f \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0648\u0628\u0644\u0627\u06af \u0627\u0639\u0644\u0627\u0645 \u0627\u06cc\u0646\u062c\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f: https:\/\/aws.amazon.com\/blogs\/aws\/step-functions-distributed-map-a-serverless-solution-for-large-scale-parallel-data-processing\/ \u06cc\u06a9\u06cc \u0627\u0632 \u0641\u0631\u0645\u062a \u0647\u0627\u06cc \u0648\u0631\u0648\u062f\u06cc \u06a9\u0647 \u0645\u06cc &hellip;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[339],"tags":[],"class_list":["post-24193","post","type-post","status-publish","format-standard","hentry","category-dev"],"_links":{"self":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/24193","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/comments?post=24193"}],"version-history":[{"count":0,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/posts\/24193\/revisions"}],"wp:attachment":[{"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/media?parent=24193"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/categories?post=24193"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nabfollower.com\/blog\/wp-json\/wp\/v2\/tags?post=24193"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}