\u0645\u062f\u06cc\u0631\u06cc\u062a \u06af\u0632\u0627\u0631\u0634 \u06a9\u0627\u0631\u0622\u0645\u062f \u0628\u0631\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627 \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u062f\u0627\u062f\u0647 \u0645\u062d\u0648\u0631 \u0627\u0645\u0631\u0648\u0632\u06cc \u0636\u0631\u0648\u0631\u06cc \u0627\u0633\u062a. OpenSearch\u060c \u06cc\u06a9 \u0645\u0648\u062a\u0648\u0631 \u062c\u0633\u062a\u062c\u0648 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0645\u0646\u0628\u0639 \u0628\u0627\u0632\u060c \u0642\u0627\u0628\u0644\u06cc\u062a \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06af\u0632\u0627\u0631\u0634 \u0642\u0648\u06cc \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc \u062f\u0647\u062f. \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0622\u0646 \u0628\u0627 \u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a\u060c \u06cc\u06a9 \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u0646\u062f\u0647 \u0644\u0627\u06af \u0633\u0628\u06a9\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u0644\u0627\u06af\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0638\u0627\u0631\u062a \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0628\u0647 OpenSearch \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u06cc\u0645. \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0634\u0645\u0627 \u0631\u0627 \u062f\u0631 \u0631\u0627\u0647 \u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u06cc\u0646 \u062a\u0631\u06a9\u06cc\u0628 \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n
\u0627\u06cc\u0646 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0628\u0647 \u0646\u0641\u0639 \u062a\u0648\u0633\u0639\u0647 \u062f\u0647\u0646\u062f\u06af\u0627\u0646 \u0648 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0633\u06cc\u0633\u062a\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc \u062f\u0627\u0631\u0646\u062f. \u0628\u0627 \u0627\u0631\u0633\u0627\u0644 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0627\u0632 \u0628\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646 \u0628\u0647 OpenSearch\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0631\u0627 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u06a9\u0646\u06cc\u062f\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f\u060c \u0647\u0634\u062f\u0627\u0631\u0647\u0627 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f \u0648 \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0631\u0641\u062a\u0627\u0631 \u0628\u0631\u0646\u0627\u0645\u0647 \u062e\u0648\u062f \u0628\u0647 \u062f\u0633\u062a \u0622\u0648\u0631\u06cc\u062f. \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631 \u0648 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647 \u0647\u0627\u06cc \u06a9\u0648\u0686\u06a9 \u0648 \u0645\u062d\u06cc\u0637 \u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062f\u0631 \u0645\u0642\u06cc\u0627\u0633 \u0628\u0632\u0631\u06af \u0627\u0633\u062a.<\/p>\n
\u0627\u0628\u062a\u062f\u0627 \u0645\u062e\u0632\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0647 \u0631\u0648\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f. \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
sudo apt update\r\nsudo apt install python3<\/code><\/pre>\n<\/div>\n\u0628\u0631\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u0646\u0635\u0628 \u067e\u0627\u06cc\u062a\u0648\u0646\u060c \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
\npython3 --version\r\n<\/code><\/pre>\n<\/div>\n\u0645\u0631\u062d\u0644\u0647 2 – \u062b\u0628\u062a \u067e\u0627\u06cc\u062a\u0648\u0646 \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f<\/h2>\n
\u0628\u0631\u0646\u0627\u0645\u0647 \u067e\u0627\u06cc\u062a\u0648\u0646 \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0627\u06cc \u062b\u0628\u062a \u067e\u06cc\u0627\u0645 \u0647\u0627 \u062f\u0631 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u062a\u0646\u0638\u06cc\u0645 \u0627\u0633\u0627\u0633\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n
\nimport logging\r\n# Configure logging\r\nlogging.basicConfig(\r\nfilename='app.log',\r\nlevel=logging.INFO,\r\nformat='%(asctime)s - %(levelname)s - %(message)s'\r\n)\r\n# Sample log message\r\nlogging.info('This is a test log message.')<\/code><\/pre>\n<\/div>\n\u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u067e\u06cc\u0627\u0645\u200c\u0647\u0627\u06cc \u06af\u0632\u0627\u0631\u0634 \u0631\u0627 \u0628\u0627 \u0645\u0647\u0631 \u0632\u0645\u0627\u0646\u060c \u0633\u0637\u062d \u06af\u0632\u0627\u0631\u0634 \u0648 \u0642\u0627\u0644\u0628 \u067e\u06cc\u0627\u0645 \u062f\u0631 app.log \u0645\u06cc\u200c\u0646\u0648\u06cc\u0633\u062f.<\/p>\n
\u0645\u0631\u062d\u0644\u0647 3 – OpenSearch Cluster \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/h2>\n
\u0627\u06af\u0631 \u062e\u0648\u0634\u0647 OpenSearch \u0646\u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 DigitalOcean\u060c doctl\u060c \u06cc\u06a9\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
\ndoctl databases create opensearch-doks --engine opensearch --region your-region --size db-s-1vcpu-2gb --num-nodes 1\r\n<\/code><\/pre>\n<\/div>\n\u0645\u0646\u0637\u0642\u0647 \u062e\u0648\u062f \u0631\u0627 \u0628\u0627 \u0645\u0646\u0637\u0642\u0647 \u0645\u0648\u0631\u062f \u0646\u0638\u0631 \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f. \u0647\u0645\u0686\u0646\u06cc\u0646\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u06a9\u0646\u062a\u0631\u0644 \u067e\u0646\u0644 DigitalOcean \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u06a9\u0644\u0627\u0633\u062a\u0631 \u0628\u0647 \u0635\u0648\u0631\u062a \u062f\u0633\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u062c\u0632\u0626\u06cc\u0627\u062a \u062f\u0631 \u0645\u0648\u0631\u062f \u0646\u062d\u0648\u0647 \u0627\u0646\u062c\u0627\u0645 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u060c \u0628\u0647 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u062e\u0648\u0634\u0647\u200c\u0647\u0627\u06cc OpenSearch \u0627\u0632 \u0637\u0631\u06cc\u0642 \u06a9\u0646\u062a\u0631\u0644 \u067e\u0646\u0644 \u0645\u0631\u0627\u062c\u0639\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n
\u0645\u0631\u062d\u0644\u0647 4 – \u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a \u0631\u0627 \u0646\u0635\u0628 \u06a9\u0646\u06cc\u062f<\/h2>\n
\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n
\ncurl https:\/\/raw.githubusercontent.com\/fluent\/fluent-bit\/master\/install.sh | sh\r\n<\/code><\/pre>\n<\/div>\n\u0645\u0631\u062d\u0644\u0647 5 – \u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a \u0631\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f<\/h2>\n
\u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0628\u0647 \u0646\u0627\u0645 fluent-bit.conf \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0641\u0644\u0648\u0646\u062a \u0628\u06cc\u062a \u0686\u06af\u0648\u0646\u0647 \u0628\u0627\u06cc\u062f \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0631\u0627 \u0628\u062e\u0648\u0627\u0646\u062f \u0648 \u0628\u0647 OpenSearch \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u0633\u062a:<\/p>\n
\n[SERVICE]\r\nFlush 1\r\nDaemon Off\r\nLog_Level info\r\n[INPUT]\r\nName tail\r\nPath \/path\/to\/your\/log\/file.log\r\nTag python_logs\r\nRefresh_Interval 5\r\n[OUTPUT]\r\nName opensearch\r\nMatch python_logs\r\nHost your-opensearch-host\r\nPort 25060\r\nHTTP_User your-username\r\nHTTP_Passwd your-password\r\nIndex your-index-name\r\ntls On\r\nSuppress_Type_Name On<\/code><\/pre>\n<\/div>\n\n- Path: \u0645\u0633\u06cc\u0631 app.log \u062e\u0648\u062f \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f.<\/li>\n
- Host: \u0628\u0627 \u0645\u06cc\u0632\u0628\u0627\u0646 OpenSearch \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/li>\n
- HTTP_User: \u0646\u0627\u0645 \u06a9\u0627\u0631\u0628\u0631\u06cc OpenSearch \u0634\u0645\u0627.<\/li>\n
- HTTP_Passwd: \u0631\u0645\u0632 \u0639\u0628\u0648\u0631 OpenSearch \u0634\u0645\u0627.<\/li>\n
- Index: \u0646\u0627\u0645 \u0641\u0647\u0631\u0633\u062a\u06cc \u06a9\u0647 \u0644\u0627\u06af\u200c\u0647\u0627 \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n<\/ul>\n
\u0645\u0631\u062d\u0644\u0647 6 – \u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f<\/h2>\n
\u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a \u0631\u0627 \u0628\u0627 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
\n\/opt\/fluent-bit\/bin\/fluent-bit -c fluent-bit.conf\r\n<\/code><\/pre>\n<\/div>\n\u0645\u0631\u062d\u0644\u0647 7 – \u0628\u0631\u0631\u0633\u06cc \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u062f\u0631 OpenSearch<\/h2>\n
\u0628\u0631\u0627\u06cc \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0648\u0631\u0648\u062f \u0635\u062d\u06cc\u062d \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f OpenSearch \u062e\u0648\u062f \u0631\u0627 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f. \u0634\u0645\u0627 \u0628\u0627\u06cc\u062f \u06af\u0632\u0627\u0631\u0634 \u0647\u0627\u06cc \u0627\u0631\u0633\u0627\u0644 \u0634\u062f\u0647 \u0627\u0632 \u0641\u0644\u0648\u0626\u0646\u062a \u0628\u06cc\u062a \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n
\u0645\u0631\u062d\u0644\u0647 8 – \u06cc\u06a9 \u0627\u0644\u06af\u0648\u06cc \u0634\u0627\u062e\u0635 \u062f\u0631 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc OpenSearch \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f<\/h2>\n\n- \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0627\u0631\u0628\u0631\u06cc \u062e\u0648\u062f \u0648\u0627\u0631\u062f \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc OpenSearch \u0634\u0648\u06cc\u062f.<\/li>\n
- \u0645\u0646\u0648\u06cc \u0633\u0645\u062a \u0686\u067e \u0631\u0627 \u0628\u0627\u0632 \u06a9\u0646\u06cc\u062f \u0648 \u0631\u0648\u06cc Index Management \u062f\u0631 \u0642\u0633\u0645\u062a Management \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f.<\/li>\n
- \u0627\u0632 \u0645\u0646\u0648\u06cc Indexes \u0628\u0631 \u0631\u0648\u06cc Create index \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f.<\/li>\n
- \u0646\u0627\u0645 \u0627\u06cc\u0646\u062f\u06a9\u0633 \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f\u060c \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u062f\u06cc\u06af\u0631 \u0631\u0627 \u062f\u0631 \u0635\u0648\u0631\u062a \u0646\u06cc\u0627\u0632 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0646\u06cc\u062f \u0648 \u0631\u0648\u06cc Create \u06a9\u0644\u06cc\u06a9 \u06a9\u0646\u06cc\u062f.<\/li>\n<\/ol>\n
\u0646\u062a\u06cc\u062c\u0647<\/h2>\n
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