![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/11\/14011627\/1-7.png\")
<\/p>\nClickHouse \u06cc\u06a9 \u0633\u06cc\u0633\u062a\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0633\u062a\u0648\u0646\u06cc \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0627\u0646\u062c\u0627\u0645 \u067e\u0631\u0633\u200c\u0648\u062c\u0648\u0647\u0627\u06cc OLAP \u0628\u0627 \u06a9\u0627\u0631\u0627\u06cc\u06cc \u0628\u0627\u0644\u0627 \u0648 \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u0628\u0644\u0627\u062f\u0631\u0646\u06af \u0628\u0631\u062a\u0631\u06cc \u062f\u0627\u0631\u062f. \u0628\u0627 \u0627\u06cc\u0646 \u062d\u0627\u0644\u060c \u0645\u0642\u06cc\u0627\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc ClickHouse \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0686\u0627\u0644\u0634\u200c\u0628\u0631\u0627\u0646\u06af\u06cc\u0632 \u0628\u0627\u0634\u062f\u060c \u0628\u0647\u200c\u0648\u06cc\u0698\u0647 \u0648\u0642\u062a\u06cc \u06a9\u0647 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0634\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0627\u0647\u200c\u062d\u0644\u200c\u0647\u0627\u06cc \u06a9\u0627\u0631\u0622\u0645\u062f\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u0627\u0633\u062a\u060c \u06a9\u0647 \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0645\u200c\u062f\u0633\u062a\u0631\u0633 \u0631\u0627 \u0628\u0647 \u0633\u06cc\u0633\u062a\u0645 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647\u200c\u062a\u0631 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u06cc\u062f \u0648 \u062f\u0631 \u0639\u06cc\u0646 \u062d\u0627\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u0631\u0627 \u0631\u0648\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u06af\u0631\u0627\u0646\u200c\u062a\u0631 \u0646\u06af\u0647 \u062f\u0627\u0631\u06cc\u062f. ClickHouse \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u200c\u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0632 \u062c\u0645\u0644\u0647 \u062f\u06cc\u0633\u06a9\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0648 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631 \u0645\u0627\u0646\u0646\u062f DigitalOcean Spaces. \u0647\u0646\u06af\u0627\u0645 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u062f\u0633\u062a\u06af\u0627\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n
DigitalOcean Spaces \u06cc\u06a9 \u0633\u0631\u0648\u06cc\u0633 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u06cc\u0621 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u062f\u0631 \u0645\u0639\u0645\u0627\u0631\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc ClickHouse \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0634\u0648\u062f. \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627 \u0634\u0645\u0627 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u0631\u0627\u062d\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc DigitalOcean Spaces \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u0633\u062a\u0631 ClickHouse \u0631\u0627\u0647\u0646\u0645\u0627\u06cc\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n
\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627\u060c \u06cc\u06a9 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646 \u0633\u0627\u062f\u0647 Go \u0631\u0627 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u062e\u0648\u0627\u0647\u06cc\u0645 \u06a9\u0631\u062f \u06a9\u0647 \u0644\u0627\u06af\u200c\u0647\u0627\u06cc \u062f\u0633\u062a\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0647 ClickHouse \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0628\u062a\u062f\u0627\u060c \u0644\u0627\u06af\u200c\u0647\u0627 \u062f\u0631 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u063a (\u062f\u06cc\u0633\u06a9 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636\u060c \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0645\u062d\u0644\u06cc \u0646\u06cc\u0632 \u06af\u0641\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f) \u0630\u062e\u06cc\u0631\u0647 \u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f \u0648 \u0633\u067e\u0633 \u067e\u0633 \u0627\u0632 \u06cc\u06a9 \u0641\u0627\u0635\u0644\u0647 \u0632\u0645\u0627\u0646\u06cc \u0645\u0634\u062e\u0635 (\u06f2 \u062f\u0642\u06cc\u0642\u0647) \u0628\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0631\u062f (\u0628\u0631\u0627\u06cc \u0645\u062b\u0627\u0644\u060c \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 S3 \u0645\u0627\u0646\u0646\u062f DO Spaces) \u0645\u0646\u062a\u0642\u0644 \u062e\u0648\u0627\u0647\u0646\u062f \u0634\u062f.<\/p>\n
\u0642\u0628\u0644 \u0627\u0632 \u0634\u0631\u0648\u0639\u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062d\u0627\u0635\u0644 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0627\u0631\u06cc\u062f:<\/p>\n
\u0648\u0627\u0631\u062f \u062d\u0633\u0627\u0628 Cloud \u062e\u0648\u062f \u062f\u0631 DigitalOcean \u0634\u0648\u06cc\u062f \u0648 \u06cc\u06a9 \u0641\u0636\u0627\u06cc \u062c\u062f\u06cc\u062f (\u0633\u0637\u0644) \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0633\u0637\u0644 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0645\u200c\u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/p>\n
![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/11\/14011746\/2-4.png\")
![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/11\/14011850\/3-4.png\")
![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/11\/14011921\/4-4.png\")
![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/11\/14012034\/5-3.png\")
![\"\"](\"https:\/\/cdn.itpiran.net\/2024\/11\/14012142\/6-2.png\")
\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u0633\u0637\u0644 \u0634\u0645\u0627 \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647 \u0648 \u0622\u0645\u0627\u062f\u0647 \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0627 ClickHouse \u0627\u0633\u062a.<\/p>\n
\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639\u060c \u06cc\u06a9 \u067e\u0648\u0634\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0646\u0627\u0645 \u0622\u0646 \u0631\u0627 “clickhouse” \u0628\u06af\u0630\u0627\u0631\u06cc\u062f.<\/p>\n
mkdir clickhouse<\/code><\/pre>\n<\/div>\n\u06cc\u06a9 \u0641\u0627\u06cc\u0644 Dockerfile \u062f\u0631 \u0627\u06cc\u0646 \u067e\u0648\u0634\u0647 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 {YOUR_AWS_ACCESS_KEY_ID} \u0648 {YOUR_AWS_SECRET_ACCESS_KEY} \u0631\u0627 \u0628\u0627 \u06a9\u0644\u06cc\u062f \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u06a9\u0644\u06cc\u062f \u0645\u062e\u0641\u06cc \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/p>\n
\nFROM clickhouse\/clickhouse-server:latest\r\n# Copy the config file to the container\r\nCOPY storage.xml \/etc\/clickhouse-server\/config.d\/storage.xml\r\n# Copy the S3 table creation script\r\nCOPY create.sql \/docker-entrypoint-initdb.d\/\r\n# Set environment variables for S3 credentials\r\nENV AWS_ACCESS_KEY_ID={YOUR_AWS_ACCESS_KEY_ID}\r\nENV AWS_SECRET_ACCESS_KEY={YOUR_AWS_SECRET_ACCESS_KEY}\r\n# Expose ClickHouse HTTP and native ports\r\nEXPOSE 8123 9000\r\nUSER clickhouse\r\n# --config-file .\/programs\/server\/config.xml\r\nCMD [\"clickhouse-server\", \"--config-file\", \"\/etc\/clickhouse-server\/config.xml\"]<\/code><\/pre>\n<\/div>\n\u062a\u0648\u0636\u06cc\u062d\u0627\u062a:<\/p>\n
\n- access_key_id \u0648 secret_access_key: \u0627\u06cc\u0646\u200c\u0647\u0627 \u0627\u0639\u062a\u0628\u0627\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627\u06cc \u0634\u0645\u0627 \u0628\u0631\u0627\u06cc DigitalOcean Spaces \u0647\u0633\u062a\u0646\u062f.<\/li>\n<\/ul>\n
\u0647\u0634\u062f\u0627\u0631: \u0645\u0627 \u0628\u0631\u0627\u06cc \u0633\u0627\u062f\u06af\u06cc \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627\u060c \u0627\u0639\u062a\u0628\u0627\u0631\u0646\u0627\u0645\u0647\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 Dockerfile \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0627\u06cc\u0645\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u0631\u0648\u06cc\u06a9\u0631\u062f \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u062a\u0648\u0635\u06cc\u0647 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n
\u0645\u0631\u062d\u0644\u0647 3 \u2014 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc ClickHouse \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 S3<\/h2>\n
\u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c ClickHouse \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 DigitalOcean Spaces \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0644\u0627\u06cc\u0647 \u062f\u0631 \u0633\u06cc\u0633\u062a\u0645 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062e\u0648\u062f \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0634\u0627\u0645\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0631\u062f\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0647 \u0641\u0627\u06cc\u0644 config.xml \u062f\u0631 \u0646\u0635\u0628 ClickHouse \u0627\u0633\u062a.<\/p>\n
\u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0633\u0637\u0644 Spaces \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u062f\u06cc\u0633\u06a9 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc\u060c \u0627\u0628\u062a\u062f\u0627 \u0628\u0627\u06cc\u062f \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc ClickHouse \u0627\u0639\u0644\u0627\u0645 \u06a9\u0646\u06cc\u062f. \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0641\u0627\u06cc\u0644 config.xml \u0645\u0648\u062c\u0648\u062f \u0631\u0627 \u0627\u0635\u0644\u0627\u062d \u06a9\u0646\u06cc\u062f \u06cc\u0627 \u062a\u0631\u062c\u06cc\u062d\u0627\u064b \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u062c\u062f\u06cc\u062f \u062f\u0631 \u067e\u0648\u0634\u0647 conf.d \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0628\u0639\u062f\u0627\u064b \u0628\u0647 config.xml \u067e\u06cc\u0648\u0633\u062a\u0647 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/p>\n
\n<clickhouse>\r\n<storage_configuration>\r\n<disks>\r\n<s3>\r\n<type>s3<\/type>\r\n<endpoint>{YOUR_S3_SPACES_BUCKET_URL}<\/endpoint>\r\n<use_environment_credentials>true<\/use_environment_credentials>\r\n<\/s3>\r\n<\/disks>\r\n<\/storage_configuration>\r\n<\/clickhouse><\/pre>\n<\/div>\n\u0627\u06cc\u0646 \u0628\u062e\u0634 \u06cc\u06a9 \u062f\u06cc\u0633\u06a9 \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631 (DigitalOcean Space) \u0631\u0627 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 ClickHouse \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0645\u200c\u062f\u0633\u062a\u0631\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f.<\/p>\n
\u062a\u0648\u062c\u0647: \u0645\u0642\u0627\u062f\u06cc\u0631 {YOUR_S3_SPACES_BUCKET_URL} \u0631\u0627 \u0628\u0627 URL \u0646\u0642\u0637\u0647 \u0627\u0646\u062a\u0647\u0627\u06cc\u06cc \u062e\u0648\u062f \u062c\u0627\u06cc\u06af\u0632\u06cc\u0646 \u06a9\u0646\u06cc\u062f.<\/span><\/p>\n\u0645\u0631\u062d\u0644\u0647 4 \u2014 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062c\u062f\u0648\u0644 \u0628\u0627 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc<\/h2>\n
\u062d\u0627\u0644\u060c \u06cc\u06a9 \u062c\u062f\u0648\u0644 \u062f\u0631 ClickHouse \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u0632 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u062f. \u0634\u0645\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0686\u0646\u062f\u06cc\u0646 \u0633\u06cc\u0627\u0633\u062a \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0631\u0627 \u0645\u0634\u062e\u0635 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u06a9\u0646\u06cc\u062f \u06a9\u062f\u0627\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u062f\u06cc\u0633\u06a9\u200c\u0647\u0627\u06cc \u0645\u062d\u0644\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u0648\u0646\u062f \u0648 \u06a9\u062f\u0627\u0645\u200c\u0647\u0627 \u062f\u0631 \u062f\u06cc\u0633\u06a9\u200c\u0647\u0627\u06cc \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631 (Spaces) \u0630\u062e\u06cc\u0631\u0647 \u0634\u0648\u0646\u062f.<\/p>\n
\u06cc\u06a9 \u0633\u06cc\u0627\u0633\u062a \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u0639\u0631\u06cc\u0641 \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 \u0631\u0627 \u067e\u0633 \u0627\u0632 \u0645\u062f\u062a \u0632\u0645\u0627\u0646 \u0645\u0634\u062e\u0635 \u0628\u0647 DigitalOcean Spaces \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u062f:<\/p>\n
\nCREATE TABLE IF NOT EXISTS tiered_logs (\r\nevent_time DateTime,\r\nlevel String,\r\nmessage String\r\n) ENGINE = MergeTree\r\nORDER BY (event_time)\r\nTTL toDateTime(event_time) + INTERVAL 2 MINUTE TO VOLUME 'cold'\r\nSETTINGS storage_policy = 's3_tiered';<\/code><\/pre>\n<\/div>\n\u062a\u0648\u0636\u06cc\u062d\u0627\u062a:<\/p>\n
\n- default: \u0627\u06cc\u0646 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u06cc\u0633\u06a9 \u0645\u062d\u0644\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0627\u062e\u06cc\u0631 \u06cc\u0627 \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n
- s3: \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0627\u0632 \u0631\u0627\u0647 \u062f\u0648\u0631 (DigitalOcean Spaces) \u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 \u0628\u0647 \u0622\u0646 \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/li>\n<\/ul>\n
\u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062c\u062f\u06cc\u062f \u0628\u0647 \u062f\u06cc\u0633\u06a9 \u0645\u062d\u0644\u06cc \u0646\u0648\u0634\u062a\u0647 \u0634\u062f\u0647 \u0648 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 \u0628\u0647 \u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0647 DigitalOcean Spaces \u0645\u0646\u062a\u0642\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n
\u0645\u0631\u062d\u0644\u0647 5 \u2014 \u0627\u062c\u0631\u0627\u06cc \u0633\u0631\u0648\u0631 ClickHouse<\/h2>\n
\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0633\u0631\u0648\u0631 ClickHouse\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
\ndocker build -t clickhouse-demo .\r\ndocker run -d --name clickhouse-demo -p 8123:8123 -p 9000:9000 clickhouse-demo<\/code><\/pre>\n<\/div>\n![\"\"](\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEUAAP+KeNJXAAAAAXRSTlMAQObYZgAAAAlwSFlzAAAOxAAADsQBlSsOGwAAAApJREFUCNdjYAAAAAIAAeIhvDMAAAAASUVORK5CYII=\")
<\/h3>\n\u067e\u0648\u0631\u062a \u0647\u0627\u06cc \u0634\u0628\u06a9\u0647<\/h5>\n\n- 8123: \u0627\u06cc\u0646 \u067e\u0648\u0631\u062a HTTP \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0628\u0631\u0642\u0631\u0627\u0631\u06cc \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0627 ClickHouse \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0631\u0627\u0628\u0637 HTTP \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f. (http:\/\/localhost:8123\/play). \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u067e\u0648\u0631\u062a \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u067e\u0631\u0633 \u0648 \u062c\u0648\u0647\u0627\u06cc SQL \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0645\u0631\u0648\u0631\u06af\u0631 \u06cc\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062e\u0637 \u0641\u0631\u0645\u0627\u0646 \u0645\u0627\u0646\u0646\u062f curl \u06cc\u0627 Postman \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u0627\u063a\u0644\u0628 \u0628\u0631\u0627\u06cc \u0628\u0631\u0646\u0627\u0645\u0647 \u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648\u0628 \u06cc\u0627 \u06a9\u0644\u0627\u06cc\u0646\u062a \u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0627 ClickHouse \u0627\u0632 \u0637\u0631\u06cc\u0642 HTTP \u062a\u0639\u0627\u0645\u0644 \u062f\u0627\u0631\u0646\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/li>\n
- 9000: \u0627\u06cc\u0646 \u067e\u0648\u0631\u062a TCP\u060c \u067e\u0648\u0631\u062a \u0627\u0635\u0644\u06cc \u0628\u0631\u0627\u06cc \u06a9\u0644\u0627\u06cc\u0646\u062a \u0647\u0627 \u0648 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc ClickHouse \u0627\u0633\u062a \u062a\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0631\u0648\u062a\u06a9\u0644 \u0627\u0635\u0644\u06cc ClickHouse \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u0631\u0642\u0631\u0627\u0631 \u06a9\u0646\u0646\u062f.<\/li>\n
- \u0645\u0631\u062c\u0639: https:\/\/clickhouse.com\/docs\/en\/guides\/sre\/network-ports<\/li>\n<\/ul>\n
<\/h3>\n
\u062a\u0623\u06cc\u06cc\u062f \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632:<\/p>\n
\ndocker ps\r\n<\/code><\/pre>\n<\/div>\n<\/p>\n
\u0645\u0631\u062d\u0644\u0647 6 \u2014 \u0627\u062c\u0631\u0627\u06cc \u06cc\u06a9 \u0628\u0631\u0646\u0627\u0645\u0647 \u0633\u0627\u062f\u0647 Go \u06a9\u0647 \u0644\u0627\u06af\u200c\u0647\u0627 \u0631\u0627 \u0627\u0631\u0633\u0627\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f<\/h2>\n
\u062f\u0631 \u06cc\u06a9 \u067e\u0648\u0634\u0647 \u062c\u062f\u06cc\u062f\u060c \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u0628\u0647 \u0646\u0627\u0645 main.go<\/code> \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0644\u0627\u06af\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 ClickHouse \u0627\u0631\u0633\u0627\u0644 \u06a9\u0646\u062f.<\/p>\n\npackage main\r\nimport (\r\n\"database\/sql\"\r\n\"fmt\"\r\n\"log\"\r\n\"os\"\r\n\"time\"\r\n\"github.com\/ClickHouse\/clickhouse-go\"\r\n\"github.com\/sirupsen\/logrus\"\r\n)\r\ntype ClickHouseHook struct {\r\ndb *sql.DB\r\nentries []logrus.Entry\r\nbatchSize int\r\n}\r\n\/\/ NewClickHouseHook establishes a connection to ClickHouse using the provided DSN.\r\nfunc NewClickHouseHook(dsn string, batchSize int) (*ClickHouseHook, error) {\r\ndb, err := sql.Open(\"clickhouse\", dsn)\r\nif err != nil {\r\nreturn nil, err\r\n}\r\nif err := db.Ping(); err != nil {\r\nif exception, ok := err.(*clickhouse.Exception); ok {\r\nlog.Fatalf(\"[%d] %s \\n%s\\n\", exception.Code, exception.Message, exception.StackTrace)\r\n} else {\r\nlog.Fatal(err)\r\n}\r\n}\r\nreturn &ClickHouseHook{db: db, batchSize: batchSize}, nil\r\n}\r\n\/\/ Fire is triggered by Logrus to log entries to ClickHouse.\r\nfunc (hook *ClickHouseHook) Fire(entry *logrus.Entry) error {\r\nhook.entries = append(hook.entries, *entry)\r\nif len(hook.entries) >= hook.batchSize {\r\nif err := hook.flush(); err != nil {\r\nreturn err\r\n}\r\n}\r\nreturn nil\r\n}\r\n\/\/ flush sends the collected log entries to ClickHouse in a batch.\r\nfunc (hook *ClickHouseHook) flush() error {\r\ntx, err := hook.db.Begin()\r\nif err != nil {\r\nreturn err\r\n}\r\nstmt, err := tx.Prepare(\"INSERT INTO tiered_logs (event_time, level, message) VALUES (?, ?, ?)\")\r\nif err != nil {\r\nreturn err\r\n}\r\ndefer stmt.Close()\r\nfor _, entry := range hook.entries {\r\nif _, err := stmt.Exec(entry.Time, entry.Level.String(), entry.Message); err != nil {\r\nreturn err\r\n}\r\n}\r\nif err := tx.Commit(); err != nil {\r\nreturn err\r\n}\r\n\/\/ Clear the entries after flushing\r\nhook.entries = nil\r\nreturn nil\r\n}\r\n\/\/ Levels returns the logging levels for which the hook is triggered.\r\nfunc (hook *ClickHouseHook) Levels() []logrus.Level {\r\nreturn logrus.AllLevels\r\n}\r\nfunc main() {\r\n\/\/ ClickHouse DSN (replace with your credentials and host)\r\ndsn := \"tcp:\/\/localhost:9000?database=default&username=default&password=&debug=true\"\r\n\/\/ Create ClickHouse hook with a batch size of 5\r\nhook, err := NewClickHouseHook(dsn, 5)\r\nif err != nil {\r\nlog.Fatalf(\"failed to connect to ClickHouse: %v\", err)\r\n}\r\ndefer hook.db.Close()\r\n\/\/ Set up logrus\r\nlogger := logrus.New()\r\nlogger.Out = os.Stdout\r\nlogger.SetFormatter(&logrus.TextFormatter{\r\nFullTimestamp: true,\r\n})\r\nlogger.AddHook(hook)\r\n\/\/ Log some entries\r\nfor i := 0; i < 10; i++ {\r\nlogger.WithFields(logrus.Fields{\r\n\"iteration\": i,\r\n}).Info(\"This is an info log entry\")\r\ntime.Sleep(time.Second)\r\n}\r\n\/\/ Flush any remaining log entries before exiting\r\nif err := hook.flush(); err != nil {\r\nlog.Fatalf(\"failed to flush logs to ClickHouse: %v\", err)\r\n}\r\nfmt.Println(\"Logs sent to ClickHouse.\")\r\n}<\/code><\/pre>\n<\/div>\n\u0628\u0631\u0627\u06cc \u0646\u0635\u0628 \u0648\u0627\u0628\u0633\u062a\u06af\u06cc\u200c\u0647\u0627\u06cc \u067e\u06a9\u06cc\u062c:<\/p>\n
\ngo mod init example.com\/clickhouse-logging\r\ngo get github.com\/ClickHouse\/clickhouse-go\r\ngo get github.com\/sirupsen\/logrus<\/code><\/pre>\n<\/div>\n\u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646:<\/p>\n
\ngo run main.go<\/code><\/pre>\n<\/div>\n<\/h3>\n\u0645\u0631\u062d\u0644\u0647 7 \u2014 \u062a\u0627\u06cc\u06cc\u062f \u0646\u062a\u0627\u06cc\u062c<\/h2>\n
\u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u06a9\u0644\u0627\u06cc\u0646\u062a ClickHouse\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n
\ndocker exec -it clickhouse-demo clickhouse-client<\/code><\/pre>\n<\/div>\n\u0628\u0631\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u0644\u0627\u06af\u200c\u0647\u0627 \u062f\u0631 \u06a9\u0644\u0627\u0633\u062a\u0631 ClickHouse:<\/p>\n
\nSELECT * FROM tiered_logs<\/code><\/pre>\n<\/div>\n<\/p>\n
\u0647\u0646\u06af\u0627\u0645 \u0628\u0631\u0631\u0633\u06cc \u062f\u06cc\u0633\u06a9 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0648\u0631\u0648\u062f\u06cc \u06af\u0632\u0627\u0631\u0634\u060c \u0645\u06cc \u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0631\u0648\u06cc \u062f\u06cc\u0633\u06a9 \u067e\u06cc\u0634 \u0641\u0631\u0636 (\u0645\u062d\u0644\u06cc) – \u06a9\u0647 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u063a \u0646\u06cc\u0632 \u0634\u0646\u0627\u062e\u062a\u0647 \u0645\u06cc \u0634\u0648\u062f – \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc \u0634\u0648\u062f.<\/p>\n
\nSELECT name, disk_name FROM system.parts WHERE table = 'tiered_logs';\r\n<\/code><\/pre>\n<\/div>\n<\/p>\n
\u067e\u0633 \u0627\u0632 \u0641\u0627\u0635\u0644\u0647 \u062f\u0648 \u062f\u0642\u06cc\u0642\u0647 \u0627\u06cc \u0645\u0634\u062e\u0635 \u0634\u062f\u0647 \u062f\u0631 \u067e\u0631\u0633 \u0648 \u062c\u0648 CREATE TABLE\u060c \u0645\u06cc \u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u06cc\u062f \u06a9\u0647 \u0627\u06cc\u0646 \u06af\u0632\u0627\u0631\u0634 \u0647\u0627 \u0628\u0647 \u062f\u06cc\u0633\u06a9 \u0647\u0627\u06cc S3 (\u0633\u0637\u0644 \u0631\u0627\u0647 \u062f\u0648\u0631\/\u0641\u0636\u0627) \u0645\u0646\u062a\u0642\u0644 \u0634\u062f\u0647 \u0627\u0646\u062f – \u06a9\u0647 \u0628\u0647 \u0622\u0646 \u0630\u062e\u06cc\u0631\u0647 \u0633\u0627\u0632\u06cc \u0633\u0631\u062f \u0646\u06cc\u0632 \u0645\u06cc \u06af\u0648\u06cc\u0646\u062f.<\/p>\n
<\/p>\n
\u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u0645 \u062f\u0631 DigitalOcean Cloud UI \u0628\u0628\u06cc\u0646\u06cc\u0645 \u06a9\u0647 \u0633\u0637\u0644 \u0645\u0627 \u0627\u06a9\u0646\u0648\u0646 \u062d\u0627\u0648\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0627\u0633\u062a:<\/p>\n
<\/p>\n
\u0646\u062a\u06cc\u062c\u0647\u200c<\/h2>\n
\u0628\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0631\u0627\u0647\u0646\u0645\u0627\u060c \u0634\u0645\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0645\u0648\u0641\u0642\u06cc\u062a\u200c\u0622\u0645\u06cc\u0632 DigitalOcean Spaces \u0631\u0627 \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u06af\u0632\u06cc\u0646\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc ClickHouse \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0631\u062f\u0647\u200c\u0627\u06cc\u062f. \u0627\u06cc\u0646 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0628\u0647 \u0634\u0645\u0627 \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f \u06a9\u0647 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0631\u0627 \u0628\u0647\u06cc\u0646\u0647 \u06a9\u0646\u06cc\u062f \u0648 \u0639\u0645\u0644\u06a9\u0631\u062f \u0631\u0627 \u0628\u0627 \u0627\u0646\u062a\u0642\u0627\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0645\u200c\u062f\u0633\u062a\u0631\u0633 \u0628\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u06cc\u0621 \u0645\u0642\u0631\u0648\u0646\u200c\u0628\u0647\u200c\u0635\u0631\u0641\u0647 \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0627 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0627\u0644\u0627 \u0628\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0641\u0639\u0627\u0644 \u062d\u0641\u0638 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n","protected":false},"excerpt":{"rendered":"Giri\u015f ClickHouse, y\u00fcksek performansl\u0131 OLAP sorgular\u0131 ger\u00e7ekle\u015ftirmeye yard\u0131mc\u0131 olan a\u00e7\u0131k kaynakl\u0131 bir s\u00fctunlu veritaban\u0131 y\u00f6netim sistemidir\u2026","protected":false},"author":1,"featured_media":16368,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"DigitalOcean Spaces \u062f\u0631 ClickHouse","_yoast_wpseo_title":"","_yoast_wpseo_metadesc":"","_yoast_wpseo_canonical":"","_yoast_wpseo_opengraph-description":"","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_twitter-description":"","_yoast_wpseo_twitter-image":"","_yoast_wpseo_focuskeywords":"","_yoast_wpseo_primary_category":"193","footnotes":""},"categories":[193],"tags":[401],"class_list":{"0":"post-16352","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-tutorials","8":"tag-digitalocean"},"yoast_head":"\n
\u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0633\u0637\u0644 DigitalOcean Spaces \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u062f\u0631 ClickHouse \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u061f - \u0628\u0644\u0627\u06af ITPiran<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.itpiran.net\/blog\/tr\/tutorials\/use-digitalocean-spaces-bucket-as-tiered-storage\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0686\u06af\u0648\u0646\u0647 \u0627\u0632 \u0633\u0637\u0644 DigitalOcean Spaces \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0644\u0627\u06cc\u0647\u200c\u0627\u06cc \u062f\u0631 ClickHouse \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u0645\u061f - 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