{"id":9717,"date":"2023-12-26T15:46:21","date_gmt":"2023-12-26T12:16:21","guid":{"rendered":"https:\/\/rasanegar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85\/"},"modified":"2023-12-26T15:46:21","modified_gmt":"2023-12-26T12:16:21","slug":"%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85","status":"publish","type":"post","link":"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85\/","title":{"rendered":"\u0646\u062d\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3 \u062f\u0631 AWS Lambda &#8211; \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0642\u0637\u0639\u06cc"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_85 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">\u0633\u0631\u0641\u0635\u0644\u0647\u0627\u06cc \u0645\u0637\u0644\u0628<\/p>\n<\/div><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:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85\/#%d9%86%d8%ad%d9%88%d9%87_%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%d9%86%d9%82%d8%b4_%d8%a7%d8%ac%d8%b1%d8%a7%db%8c%db%8c_lambda_%d8%a8%d8%a7_%d9%85%d8%ac%d9%88%d8%b2%d9%87%d8%a7%db%8c_%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_s3\" >\u0646\u062d\u0648\u0647 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0646\u0642\u0634 \u0627\u062c\u0631\u0627\u06cc\u06cc Lambda \u0628\u0627 \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 S3<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85\/#%d9%86%d8%ad%d9%88%d9%87_%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%a7%d8%b2_%d8%b3%d8%b7%d9%84_s3_%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d8%af%d8%b1%d8%ae%d9%88%d8%a7%d8%b3%d8%aa_%d9%87%d8%a7_%d8%af%d8%b1_aws_lambda\" >\u0646\u062d\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 \u062f\u0631 AWS Lambda<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85\/#%d9%86%d8%ad%d9%88%d9%87_%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%da%a9%d9%84%d8%a7%db%8c%d9%86%d8%aa_boto3_get_object_%d8%b1%d9%88%d8%b4_%d8%af%d8%b1_aws_lambda\" >\u0646\u062d\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0627\u06cc\u0646\u062a Boto3 get_Object() \u0631\u0648\u0634 \u062f\u0631 AWS Lambda<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/rasanegaar.com\/blog\/%d9%86%d8%ad%d9%88%d9%87-%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86-%db%8c%da%a9-%d9%81%d8%a7%db%8c%d9%84-csv-%d8%a7%d8%b2-%d8%b3%d8%b7%d9%84-s3-%d8%af%d8%b1-aws-lambda-%d8%b1%d8%a7%d9%87%d9%86%d9%85\/#%d9%86%d8%aa%db%8c%d8%ac%d9%87\" >\u0646\u062a\u06cc\u062c\u0647<\/a><\/li><\/ul><\/nav><\/div>\n<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span><p> <br \/>\n<\/p>\n<section class=\"post-content \" data-test-label=\"post-content\">\n<p>Amazon Simple Storage Service (S3) \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0634\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u060c \u0628\u0627\u062f\u0648\u0627\u0645 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a.<\/p>\n<p>\u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0647\u0631 \u0645\u0642\u062f\u0627\u0631 \u062f\u0627\u062f\u0647\u060c \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0648 \u0627\u0632 \u0647\u0631 \u0646\u0642\u0637\u0647 \u062f\u0631 \u0648\u0628 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. <\/p>\n<p>S3 \u06cc\u06a9 \u062c\u0632\u0621 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0632 \u067e\u0644\u062a\u0641\u0631\u0645 \u0627\u0628\u0631\u06cc \u062e\u062f\u0645\u0627\u062a \u0648\u0628 \u0622\u0645\u0627\u0632\u0648\u0646 (AWS) \u0627\u0633\u062a.<\/p>\n<p>AWS Lambda \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f \u06a9\u062f \u0631\u0627 \u0628\u062f\u0648\u0646 \u062a\u0647\u06cc\u0647 \u06cc\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0633\u0631\u0648\u0631 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. <\/p>\n<p>\u0644\u0627\u0645\u0628\u062f\u0627 \u06a9\u062f \u0634\u0645\u0627 \u0631\u0627 \u0641\u0642\u0637 \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632 \u0627\u062c\u0631\u0627 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0645\u06cc \u0634\u0648\u062f\u060c \u0627\u0632 \u0686\u0646\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062f\u0631 \u0631\u0648\u0632 \u0628\u0647 \u0647\u0632\u0627\u0631\u0627\u0646 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062f\u0631 \u062b\u0627\u0646\u06cc\u0647. <\/p>\n<p>\u0634\u0645\u0627 \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0632\u0645\u0627\u0646 \u0645\u062d\u0627\u0633\u0628\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0645\u0635\u0631\u0641 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u0635\u0648\u0631\u062a\u200c\u062d\u0633\u0627\u0628 \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f \u2013 \u0632\u0645\u0627\u0646\u06cc \u06a9\u0647 \u06a9\u062f \u0634\u0645\u0627 \u0627\u062c\u0631\u0627 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f \u0647\u0632\u06cc\u0646\u0647\u200c\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0646\u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n<p>S3 \u0648 Lambda \u062f\u0648 \u0645\u0648\u0631\u062f \u0627\u0632 \u0645\u062d\u0628\u0648\u0628 \u062a\u0631\u06cc\u0646 \u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u06cc AWS \u0647\u0633\u062a\u0646\u062f.  \u0622\u0646\u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0627 \u0647\u0645 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0642\u0648\u06cc\u060c \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0648 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. <\/p>\n<p>S3 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f \u06a9\u0647 \u062a\u0648\u0633\u0637 \u062a\u0648\u0627\u0628\u0639 Lambda \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc \u0634\u0648\u0646\u062f. <\/p>\n<p>\u0645\u0639\u0645\u0627\u0631\u06cc \u0631\u0648\u06cc\u062f\u0627\u062f \u0645\u062d\u0648\u0631 \u0644\u0627\u0645\u0628\u062f\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0628\u0627 \u0631\u0648\u06cc\u062f\u0627\u062f\u0647\u0627\u06cc S3 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u0645\u06cc \u06a9\u0646\u062f \u0648 \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0628\u062f\u0648\u0646 \u0632\u062d\u0645\u062a \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 \u0631\u0627 \u062f\u0631 \u067e\u0627\u0633\u062e \u0628\u0647 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631\u0648\u0646 \u0633\u0637\u0644 \u0647\u0627\u06cc S3 \u0641\u0639\u0627\u0644 \u06a9\u0646\u0646\u062f.  \u0627\u06cc\u0646 \u0628\u0647 \u0634\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0633\u0627\u0632\u06cc\u062f \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0647\u0646\u06af\u0627\u0645 \u0627\u0636\u0627\u0641\u0647 \u0634\u062f\u0646 \u0628\u0647 S3 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0634\u0645\u0627 \u06cc\u0627\u062f \u0645\u06cc \u062f\u0647\u062f \u06a9\u0647 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u0633\u0637\u0644 S3 \u062f\u0631 AWS Lambda \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>requests<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u06cc\u0627 <code>boto3<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647<\/p>\n<h2 id=\"how-to-create-a-lambda-execution-role-with-s3-read-permissions\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%ad%d9%88%d9%87_%d8%a7%db%8c%d8%ac%d8%a7%d8%af_%db%8c%da%a9_%d9%86%d9%82%d8%b4_%d8%a7%d8%ac%d8%b1%d8%a7%db%8c%db%8c_lambda_%d8%a8%d8%a7_%d9%85%d8%ac%d9%88%d8%b2%d9%87%d8%a7%db%8c_%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_s3\"><\/span>\u0646\u062d\u0648\u0647 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0646\u0642\u0634 \u0627\u062c\u0631\u0627\u06cc\u06cc Lambda \u0628\u0627 \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 S3<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u0646\u06a9\u0647 \u0633\u0631\u0648\u06cc\u0633 Lambda \u0628\u062a\u0648\u0627\u0646\u062f \u0641\u0627\u06cc\u0644 \u0647\u0627 \u0631\u0627 \u0627\u0632 \u0633\u0637\u0644 S3 \u0628\u062e\u0648\u0627\u0646\u062f\u060c \u0628\u0627\u06cc\u062f \u06cc\u06a9 \u0646\u0642\u0634 \u0627\u062c\u0631\u0627\u06cc \u0644\u0627\u0645\u0628\u062f\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u0631\u0627\u06cc \u0645\u062c\u0648\u0632\u0647\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 S3 \u0628\u0627\u0634\u062f. <\/p>\n<p>\u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0646\u0642\u0634 \u0627\u062c\u0631\u0627\u06cc \u0644\u0627\u0645\u0628\u062f\u0627:<\/p>\n<ol>\n<li>\u0648\u0627\u0631\u062f \u06a9\u0646\u0633\u0648\u0644 AWS \u0634\u0648\u06cc\u062f \u0648 \u0628\u0647 \u06a9\u0646\u0633\u0648\u0644 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0648\u06cc\u062a \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc (IAM) \u0628\u0631\u0648\u06cc\u062f<\/li>\n<li>\u0631\u0648\u06cc Roles \u0648 \u0633\u067e\u0633 Create role \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f:<\/li>\n<\/ol>\n<figure class=\"kg-card kg-image-card kg-width-wide kg-card-hascaption\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703592972_204_image-52.png\" class=\"kg-image\" alt=\"\u062a\u0635\u0648\u06cc\u0631-52\" width=\"1920\" height=\"853\" loading=\"lazy\" title=\"\"><figcaption>\u0646\u0642\u0634 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/figcaption><\/figure>\n<p>3. \u0647\u0645\u0627\u0646\u0637\u0648\u0631 \u06a9\u0647 \u062f\u0631 \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0633\u0631\u0648\u06cc\u0633 AWS \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0646\u0647\u0627\u062f \u0645\u0648\u0631\u062f \u0627\u0639\u062a\u0645\u0627\u062f \u0648 Lambda \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 Use Case \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f:<\/p>\n<figure class=\"kg-card kg-image-card kg-width-wide kg-card-hascaption\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703592974_110_image-54.png\" class=\"kg-image\" alt=\"\u062a\u0635\u0648\u06cc\u0631-54\" width=\"1920\" height=\"853\" loading=\"lazy\" title=\"\"><figcaption>Trusted Entity \u0648 Use case \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/figcaption><\/figure>\n<\/p>\n<p>4. \u062e\u0637 \u0645\u0634\u06cc AmazonS3ReadOnlyAccess \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc S3 \u0641\u0642\u0637 \u062e\u0648\u0627\u0646\u062f\u0646\u06cc \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n<figure class=\"kg-card kg-image-card kg-width-wide kg-card-hascaption\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703592975_26_image-56.png\" class=\"kg-image\" alt=\"\u062a\u0635\u0648\u06cc\u0631-56\" width=\"1920\" height=\"853\" loading=\"lazy\" title=\"\"><figcaption>\u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u0645\u062c\u0648\u0632\u0647\u0627<\/figcaption><\/figure>\n<p>  5. \u0646\u0627\u0645 \u0648 \u0634\u0631\u062d \u0646\u0642\u0634 \u0631\u0627 \u0628\u062f\u0647\u06cc\u062f \u0648 \u062e\u0637 \u0645\u0634\u06cc \u0647\u0627\u06cc \u067e\u06cc\u0648\u0633\u062a \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f.  \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a \u0631\u0648\u06cc Create role \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0646\u0642\u0634 IAM \u0645\u0627\u0646\u0646\u062f \u062a\u0635\u0648\u06cc\u0631 \u0632\u06cc\u0631 \u0627\u06cc\u062c\u0627\u062f \u0634\u0648\u062f:<\/p>\n<figure class=\"kg-card kg-image-card kg-width-wide kg-card-hascaption\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/1703592979_550_image-58.png\" class=\"kg-image\" alt=\"\u062a\u0635\u0648\u06cc\u0631-58\" width=\"1920\" height=\"1531\" loading=\"lazy\" title=\"\"><figcaption>\u0646\u0642\u0634 \u0622\u0641\u0631\u06cc\u0646\u06cc<\/figcaption><\/figure>\n<p>\u0628\u0631\u0627\u06cc \u067e\u06cc\u0648\u0633\u062a \u06a9\u0631\u062f\u0646 \u0646\u0642\u0634 \u0628\u0647 \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627:<\/p>\n<ol>\n<li>\u0627\u06af\u0631 \u062a\u0627\u0628\u0639 Lambda \u062f\u0631 \u06a9\u0646\u0633\u0648\u0644 Lambda \u0627\u0632 \u0642\u0628\u0644 \u0645\u0648\u062c\u0648\u062f \u0627\u0633\u062a\u060c \u0628\u0647 \u062a\u0627\u0628\u0639 Lambda \u0628\u0631\u0648\u06cc\u062f \u06cc\u0627 \u0627\u06af\u0631 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062a\u0627\u0628\u0639 \u062c\u062f\u06cc\u062f \u062f\u0627\u0631\u06cc\u062f\u060c \u06cc\u06a9 \u062a\u0627\u0628\u0639 Lambda \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f.<\/li>\n<li>\u062f\u0631 \u0642\u0633\u0645\u062a Execution role \u0631\u0648\u06cc Edit \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0646\u0642\u0634 IAM \u0631\u0627 \u06a9\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u06cc\u062f \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u06cc\u062f<\/li>\n<li>\u0630\u062e\u06cc\u0631\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0646\u0642\u0634 \u0631\u0627 \u0628\u0647 \u062a\u0627\u0628\u0639 Lambda \u062e\u0648\u062f \u0645\u062a\u0635\u0644 \u06a9\u0646\u06cc\u062f:<\/li>\n<\/ol>\n<figure class=\"kg-card kg-image-card kg-width-wide kg-card-hascaption\"><img decoding=\"async\" src=\"https:\/\/rasanegar.com\/blog\/wp-content\/uploads\/2023\/12\/image-59.png\" class=\"kg-image\" alt=\"\u062a\u0635\u0648\u06cc\u0631-59\" width=\"1920\" height=\"1211\" loading=\"lazy\" title=\"\"><figcaption>\u067e\u06cc\u0648\u0633\u062a \u06a9\u0631\u062f\u0646 \u0646\u0642\u0634 \u0628\u0647 \u062a\u0627\u0628\u0639 \u0644\u0627\u0645\u0628\u062f\u0627<\/figcaption><\/figure>\n<p>\u062d\u0627\u0644\u0627 \u0628\u06cc\u0627\u06cc\u06cc\u062f \u0628\u0628\u06cc\u0646\u06cc\u0645 \u0686\u06af\u0648\u0646\u0647 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u0645.<\/p>\n<h2 id=\"how-to-read-a-csv-file-from-s3-bucket-using-the-requests-library-in-aws-lambda\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%ad%d9%88%d9%87_%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%a7%d8%b2_%d8%b3%d8%b7%d9%84_s3_%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%da%a9%d8%aa%d8%a7%d8%a8%d8%ae%d8%a7%d9%86%d9%87_%d8%af%d8%b1%d8%ae%d9%88%d8%a7%d8%b3%d8%aa_%d9%87%d8%a7_%d8%af%d8%b1_aws_lambda\"><\/span>\u0646\u062d\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 \u062f\u0631 AWS Lambda<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Requests \u06cc\u06a9 \u0645\u0627\u0698\u0648\u0644 \u0645\u062d\u0628\u0648\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc HTTP \u0648 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633 \u0647\u0627\u06cc \u0648\u0628 \u0627\u0633\u062a. <\/p>\n<p>\u0627\u06cc\u0646 \u0641\u0631\u0622\u06cc\u0646\u062f \u0627\u0631\u0633\u0627\u0644 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc HTTP\u060c \u0631\u0633\u06cc\u062f\u06af\u06cc \u0628\u0647 \u067e\u0627\u0633\u062e \u0647\u0627 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062c\u0646\u0628\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0648\u0628 \u0631\u0627 \u0633\u0627\u062f\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<p>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 API \u0622\u0633\u0627\u0646 \u0648 \u0634\u0647\u0648\u062f\u06cc\u060c Requests \u0628\u0647 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0627\u062c\u0627\u0632\u0647 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc \u062f\u0647\u062f <code>GET<\/code>\u060c <code>POST<\/code>\u060c <code>PUT<\/code>\u060c <code>DELETE<\/code>\u0648 \u0633\u0627\u06cc\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627\u06cc HTTP \u0628\u0627 \u062d\u062f\u0627\u0642\u0644 \u06a9\u062f.  \u0627\u06cc\u0646 \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0648\u0627\u06a9\u0634\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0648\u0628\u060c \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 API \u0647\u0627\u06cc RESTful \u0648 \u0645\u0648\u0627\u0631\u062f \u062f\u06cc\u06af\u0631 \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u06cc\u06a9 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>GET<\/code> \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0648 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3. <\/p>\n<p>\u0627\u0632 \u0648\u0642\u062a\u06cc \u06a9\u0647 <code>GET<\/code> \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062a\u06a9\u0645\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u067e\u0627\u0633\u062e\u06cc \u0628\u0627 \u06a9\u062f\u0647\u0627\u06cc \u067e\u0627\u0633\u062e \u0645\u0646\u0627\u0633\u0628 \u062f\u0631\u06cc\u0627\u0641\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. <\/p>\n<p>\u0627\u06af\u0631 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u062f\u0631\u06cc\u0627\u0641\u062a \u0645\u0648\u0641\u0642\u06cc\u062a \u0622\u0645\u06cc\u0632 \u0628\u0627\u0634\u062f\u060c \u06a9\u062f \u0648\u0636\u0639\u06cc\u062a \u0631\u0627 \u0628\u0631\u0645\u06cc \u06af\u0631\u062f\u0627\u0646\u062f <code>200<\/code>.  \u0634\u0645\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0627\u0632 <code>response.text<\/code>. <\/p>\n<p>\u06a9\u062f \u0632\u06cc\u0631 \u0646\u062d\u0648\u0647 \u0627\u0631\u0633\u0627\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f <code>GET<\/code> \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u06a9\u0646\u06cc\u062f \u0648 \u067e\u0627\u0633\u062e \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f:<\/p>\n<pre><code class=\"language-python\">response = requests.get(url)\n\nif response.status_code == 200:\n    # Parse the CSV data from the response content\n    csv_data = response.text<\/code><\/pre>\n<p>\u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0627\u0632 <code>CSV<\/code> \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u0645\u062d\u062a\u0648\u0627\u06cc CSV \u0627\u0632 <code>csv_data<\/code> \u0648 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u0647\u0631 \u0631\u062f\u06cc\u0641 \u0627\u0632 \u0641\u0627\u06cc\u0644 CSV \u0631\u0648\u06cc \u0634\u06cc \u062e\u0648\u0627\u0646\u0646\u062f\u0647 \u062a\u06a9\u0631\u0627\u0631 \u06a9\u0646\u06cc\u062f: <\/p>\n<pre><code class=\"language-python\">    reader = csv.reader(csv_data.splitlines())\n    \n    for row in reader:\n        \n        print(row)<\/code><\/pre>\n<p>\u06a9\u062f \u0632\u06cc\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u0644\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0631\u06cc\u0627\u0641\u062a \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 S3 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f: <\/p>\n<pre><code class=\"language-python\">import requests\n\nimport csv\n\n# URL of the CSV file\nurl = \"https:\/\/mrcloudgurudemo.s3.us-east-2.amazonaws.com\/sample_csv.csv\"\n\ntry:\n    # Send an HTTP GET request to the URL\n    response = requests.get(url)\n    \n    # Check if the request was successful (HTTP status code 200)\n    if response.status_code == 200:\n        # Parse the CSV data from the response content\n        csv_data = response.text\n        \n        # You can now process the CSV data as needed\n        # For example, you can use the csv.reader to read the data\n        reader = csv.reader(csv_data.splitlines())\n        \n        # Iterate through the rows in the CSV\n        for row in reader:\n            # Process each row as needed\n            print(row)\n    else:\n        print(f\"Failed to fetch data. Status code: {response.status_code}\")\n\nexcept requests.exceptions.RequestException as e:\n    print(f\"Error: {e}\")\n\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code>    ['sepal_length', 'sepal_width', 'petal_length', 'petal_width', 'species']\n    ['5.1', '3.5', '1.4', '0.2', 'Iris-setosa']\n    ['4.9', '3', '1.4', '0.2', 'Iris-setosa']\n    ['4.7', '3.2', '1.3', '0.2', 'Iris-setosa']\n    ['4.6', '3.1', '1.5', '0.2', 'Iris-setosa']\n    ['5', '3.6', '1.4', '0.2', 'Iris-setosa']\n<\/code><\/pre>\n<p>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0627\u06af\u0631 \u0627\u0632 <code>requests<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0646\u0633\u062e\u0647 2.30.0 \u062f\u0631 AWS lambda\u060c \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0647\u0631 \u06cc\u06a9 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0647\u0627\u06cc \u0648\u0627\u0628\u0633\u062a\u0647 \u0633\u0639\u06cc \u062f\u0631 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 \u0622\u0646 \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0627 \u062e\u0637\u0627\u06cc Cannot Import Name DEFAULT_CIPHERS \u0627\u0632 urllib3.util.ssl_ \u0645\u0648\u0627\u062c\u0647 \u0634\u0648\u06cc\u062f. <code>default_ciphers<\/code> \u0645\u062a\u063a\u06cc\u0631 \u0627\u0632 <code>urllib3<\/code>. <\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u06cc\u0646 \u062e\u0637\u0627 \u0631\u0627 \u0628\u0627 \u067e\u0627\u06cc\u06cc\u0646 \u0622\u0648\u0631\u062f\u0646 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 \u0628\u0647 2.29.0 \u062d\u0644 \u06a9\u0646\u06cc\u062f.<\/p>\n<h2 id=\"how-to-read-a-csv-file-using-the-boto3-client-get_object-method-in-aws-lambda\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%ad%d9%88%d9%87_%d8%ae%d9%88%d8%a7%d9%86%d8%af%d9%86_%db%8c%da%a9_%d9%81%d8%a7%db%8c%d9%84_csv_%d8%a8%d8%a7_%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87_%d8%a7%d8%b2_%da%a9%d9%84%d8%a7%db%8c%d9%86%d8%aa_boto3_get_object_%d8%b1%d9%88%d8%b4_%d8%af%d8%b1_aws_lambda\"><\/span>\u0646\u062d\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u0644\u0627\u06cc\u0646\u062a Boto3 <code>get_Object()<\/code> \u0631\u0648\u0634 \u062f\u0631 AWS Lambda<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u06af\u0632\u06cc\u0646\u0647 \u062f\u0648\u0645 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 Boto3 \u0627\u0633\u062a.<\/p>\n<p>Boto3 AWS SDK \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a.  \u0627\u06cc\u0646 \u06cc\u06a9 API \u0634\u06cc \u06af\u0631\u0627 \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u062f\u0633\u062a\u0631\u0633\u06cc \u0633\u0637\u062d \u067e\u0627\u06cc\u06cc\u0646 \u0628\u0647 \u062e\u062f\u0645\u0627\u062a AWS \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<p>Boto3 \u0627\u06cc\u062c\u0627\u062f\u060c \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0646\u0627\u0628\u0639 AWS \u0631\u0627 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0634\u0645\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f. <\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0631\u0627 \u0627\u0632 \u06cc\u06a9 \u0633\u0637\u0644 S3 \u0628\u0647 \u0635\u0648\u0631\u062a \u0628\u0631\u0646\u0627\u0645\u0647 \u0631\u06cc\u0632\u06cc \u0634\u062f\u0647 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f.<\/p>\n<p>\u062a\u0648\u062c\u0647 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u06cc\u062f \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633 AWS \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Boto3\u060c \u0628\u0627\u06cc\u062f \u0627\u0639\u062a\u0628\u0627\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u0631\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0627\u0632 \u062e\u0637\u0627\u06cc \u0639\u062f\u0645 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0639\u062a\u0628\u0627\u0631\u0646\u0627\u0645\u0647 \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u06a9\u0646\u06cc\u062f. <\/p>\n<p>\u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0639\u062a\u0628\u0627\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u0627\u0645\u0646\u06cc\u062a\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f <code>aws configure<\/code> \u0641\u0631\u0645\u0627\u0646<\/p>\n<p>\u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 Boto3 Client get_Object() \u062f\u0631 AWS Lambda \u0627\u0628\u062a\u062f\u0627 \u06a9\u0644\u0627\u06cc\u0646\u062a Boto3 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code>s3 = boto3.client('s3') \n<\/code><\/pre>\n<p>\u0633\u067e\u0633\u060c \u0631\u0627 \u0641\u0631\u0627\u062e\u0648\u0627\u0646\u06cc \u06a9\u0646\u06cc\u062f <code>get_object()<\/code> \u0627\u0632 \u06a9\u0644\u0627\u06cc\u0646\u062a Boto3 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u0646\u0627\u0645 \u0633\u0637\u0644 \u0648 \u0646\u0627\u0645 \u0634\u06cc \u0631\u0627 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n<pre><code>response = s3.get_object(Bucket=bucket_name, Key=file_key)\n<\/code><\/pre>\n<p>\u0627\u06a9\u0646\u0648\u0646 \u0628\u062f\u0646 \u067e\u0627\u0633\u062e \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0628\u062e\u0648\u0627\u0646\u06cc\u062f <code>response['Body'].read()<\/code>:<\/p>\n<pre><code>csv_content = response['Body'].read().decode('utf-8')\n<\/code><\/pre>\n<p>\u0627\u0632 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u067e\u0627\u0646\u062f\u0627\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f <code>read_csv()<\/code> \u0631\u0648\u0634\u06cc \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0645\u062a\u0646 \u067e\u0627\u0633\u062e \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062d\u062a\u0648\u0627\u06cc CSV \u0648 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u0686\u0627\u0631\u0686\u0648\u0628 \u062f\u0627\u062f\u0647 \u067e\u0627\u0646\u062f\u0627 \u0627\u0632 \u0622\u0646.  \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u067e\u0646\u062c \u062e\u0637 \u0627\u0648\u0644 \u0631\u0627 \u0686\u0627\u067e \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0628\u0628\u06cc\u0646\u06cc\u062f \u0622\u06cc\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 \u0645\u0648\u0641\u0642\u06cc\u062a \u062e\u0648\u0627\u0646\u062f\u0647 \u0634\u062f\u0647 \u0627\u0646\u062f \u06cc\u0627 \u062e\u06cc\u0631:<\/p>\n<pre><code>df = pd.read_csv(io.StringIO(csv_content))\nprint(df.head(5))\n<\/code><\/pre>\n<p>\u06a9\u062f \u0632\u06cc\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u06a9\u0627\u0645\u0644 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Boto3 \u0646\u0634\u0627\u0646 \u0645\u06cc \u062f\u0647\u062f:<\/p>\n<pre><code class=\"language-python\">import boto3\n\nimport pandas as pd\n\nimport io\n\ndef lambda_handler(event, context):\n    # Initialize the S3 client\n    s3 = boto3.client('s3')\n\n    # Specify the S3 bucket and object key of the CSV file\n    bucket_name=\"mrcloudgurudemo\"\n    file_key = 'sample_csv.csv'\n\n    try:\n        # Read the CSV file from S3\n        response = s3.get_object(Bucket=bucket_name, Key=file_key)\n        csv_content = response['Body'].read().decode('utf-8')\n\n        # Create a Pandas DataFrame\n        df = pd.read_csv(io.StringIO(csv_content))\n\n        # Now you have your DataFrame (df) for further processing\n        # Example: Print the first 5 rows\n        print(df.head(5))\n\n        return {\n            'statusCode': 200,\n            'body': 'File read successfully into DataFrame.'\n        }\n\n    except Exception as e:\n        return {\n            'statusCode': 500,\n            'body': str(e)\n        }\n\n<\/code><\/pre>\n<p>\u062e\u0631\u0648\u062c\u06cc:<\/p>\n<pre><code>sepal_length  sepal_width  petal_length  petal_width      species\n0           5.1          3.5           1.4          0.2  Iris-setosa\n1           4.9          3.0           1.4          0.2  Iris-setosa\n2           4.7          3.2           1.3          0.2  Iris-setosa\n3           4.6          3.1           1.5          0.2  Iris-setosa\n4           5.0          3.6           1.4          0.2  Iris-setosa\n<\/code><\/pre>\n<h2 id=\"conclusion\"><span class=\"ez-toc-section\" id=\"%d9%86%d8%aa%db%8c%d8%ac%d9%87\"><\/span>\u0646\u062a\u06cc\u062c\u0647<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0642\u0627\u0644\u0647\u060c \u062f\u0648 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3 \u062f\u0631 AWS Lambda \u06cc\u0627\u062f \u06af\u0631\u0641\u062a\u06cc\u062f: \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 <code>requests<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0648 <code>Boto3<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 <\/p>\n<p>\u0647\u0631 \u062f\u0648 \u0631\u0648\u0634 \u0645\u0648\u062b\u0631 \u0647\u0633\u062a\u0646\u062f \u0648 \u0645\u0632\u0627\u06cc\u0627\u06cc \u062e\u0627\u0635 \u062e\u0648\u062f \u0631\u0627 \u062f\u0627\u0631\u0646\u062f.  \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u062f\u0631\u062e\u0648\u0627\u0633\u062a \u0647\u0627 \u06cc\u06a9 \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0633\u0627\u062f\u0647 \u0648 \u0633\u0628\u06a9 \u0627\u0633\u062a \u06a9\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0622\u0646 \u0622\u0633\u0627\u0646 \u0627\u0633\u062a. <\/p>\n<p>Boto3 AWS SDK \u0631\u0633\u0645\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0627\u0633\u062a \u0648 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u06cc \u062c\u0627\u0645\u0639 \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627 \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f\u0647\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f.<\/p>\n<p>\u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0628\u0647\u062a\u0631\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0631\u0627\u06cc \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 S3 \u062f\u0631 AWS Lambda \u0628\u0647 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u0634\u0645\u0627 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f. <\/p>\n<p>\u0627\u06af\u0631 \u0628\u0647 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u0633\u0627\u062f\u0647 \u0648 \u0622\u0633\u0627\u0646 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c <code>requests<\/code> \u06a9\u062a\u0627\u0628\u062e\u0627\u0646\u0647 \u0627\u0646\u062a\u062e\u0627\u0628 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a <\/p>\n<p>\u0627\u06af\u0631 \u0628\u0647 \u06cc\u06a9 \u0631\u0627\u0647 \u062d\u0644 \u062c\u0627\u0645\u0639 \u062a\u0631 \u0648 \u063a\u0646\u06cc \u062a\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c \u067e\u0633 <code>Boto3<\/code> \u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0647\u062a\u0631\u06cc \u0627\u0633\u062a<\/p>\n<\/section>\n<p><br \/>\n<br \/>\u0645\u0646\u062a\u0634\u0631 \u0634\u062f\u0647 \u062f\u0631 1402-12-26 15:46:05<br \/>\n<\/p>\n\n\n<div class=\"kk-star-ratings kksr-auto kksr-align-center kksr-valign-bottom\"\n    data-payload='{&quot;align&quot;:&quot;center&quot;,&quot;id&quot;:&quot;9717&quot;,&quot;slug&quot;:&quot;default&quot;,&quot;valign&quot;:&quot;bottom&quot;,&quot;ignore&quot;:&quot;&quot;,&quot;reference&quot;:&quot;auto&quot;,&quot;class&quot;:&quot;&quot;,&quot;count&quot;:&quot;0&quot;,&quot;legendonly&quot;:&quot;&quot;,&quot;readonly&quot;:&quot;&quot;,&quot;score&quot;:&quot;0&quot;,&quot;starsonly&quot;:&quot;&quot;,&quot;best&quot;:&quot;5&quot;,&quot;gap&quot;:&quot;5&quot;,&quot;greet&quot;:&quot;\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628&quot;,&quot;legend&quot;:&quot;0\\\/5 (0 \u0631\u0627\u06cc)&quot;,&quot;size&quot;:&quot;30&quot;,&quot;title&quot;:&quot;\u0646\u062d\u0648\u0647 \u062e\u0648\u0627\u0646\u062f\u0646 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV \u0627\u0632 \u0633\u0637\u0644 S3 \u062f\u0631 AWS Lambda - \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0642\u0637\u0639\u06cc&quot;,&quot;width&quot;:&quot;0&quot;,&quot;_legend&quot;:&quot;{score}\\\/{best} ({count} \u0631\u0627\u06cc)&quot;,&quot;font_factor&quot;:&quot;1.25&quot;}'>\n            \n<div class=\"kksr-stars\">\n    \n<div class=\"kksr-stars-inactive\">\n            <div class=\"kksr-star\" data-star=\"1\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"2\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"3\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"4\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" data-star=\"5\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n    \n<div class=\"kksr-stars-active\" style=\"width: 0px;\">\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n            <div class=\"kksr-star\" style=\"padding-left: 5px\">\n            \n\n<div class=\"kksr-icon\" style=\"width: 30px; height: 30px;\"><\/div>\n        <\/div>\n    <\/div>\n<\/div>\n                \n\n<div class=\"kksr-legend\" style=\"font-size: 24px;\">\n            <span class=\"kksr-muted\">\u0627\u0645\u062a\u06cc\u0627\u0632 \u0634\u0645\u0627 \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0637\u0644\u0628<\/span>\n    <\/div>\n    <\/div>\n","protected":false},"excerpt":{"rendered":"<p><span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">\u0632\u0645\u0627\u0646 \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u0637\u0627\u0644\u0639\u0647: <\/span> <span class=\"rt-time\"> 5<\/span> <span class=\"rt-label rt-postfix\">\u062f\u0642\u06cc\u0642\u0647<\/span><\/span>Amazon Simple Storage Service (S3) \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0634\u06cc \u0628\u0633\u06cc\u0627\u0631 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u060c \u0628\u0627\u062f\u0648\u0627\u0645 \u0648 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0647\u0631 \u0645\u0642\u062f\u0627\u0631 \u062f\u0627\u062f\u0647\u060c \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0648 \u0627\u0632 \u0647\u0631 \u0646\u0642\u0637\u0647 \u062f\u0631 \u0648\u0628 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. S3 \u06cc\u06a9 \u062c\u0632\u0621 \u06a9\u0644\u06cc\u062f\u06cc \u0627\u0632 \u067e\u0644\u062a\u0641\u0631\u0645 \u0627\u0628\u0631\u06cc \u062e\u062f\u0645\u0627\u062a \u0648\u0628 \u0622\u0645\u0627\u0632\u0648\u0646 (AWS) \u0627\u0633\u062a. AWS Lambda \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0628\u062f\u0648\u0646 \u0633\u0631\u0648\u0631 [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":9718,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1743],"tags":[1887,2411,2413,1917,1844,1938,1776,1916,1837,1759,2412,2002,1901,1998,1813],"class_list":["post-9717","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","tag-aws","tag-csv","tag-lambda","tag--python","tag-1844","tag-1938","tag-1776","tag-1916","tag-1837","tag-1759","tag-2412","tag-python","tag-1901","tag-1998","tag-1813"],"acf":[],"_links":{"self":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9717","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/comments?post=9717"}],"version-history":[{"count":0,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/posts\/9717\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media\/9718"}],"wp:attachment":[{"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/media?parent=9717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/categories?post=9717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rasanegaar.com\/blog\/wp-json\/wp\/v2\/tags?post=9717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}