{"id":122593,"date":"2025-08-28T16:34:33","date_gmt":"2025-08-28T16:34:33","guid":{"rendered":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d9%88-%d8%a8%d9%87%db%8c%d9%86%d9%87%d8%b3%d8%a7%d8%b2%db%8c-%da%a9%d9%84%d8%a7%d9%86%d8%af%d8%a7%d8%af%d9%87-%d8%a8\/"},"modified":"2025-08-28T16:34:42","modified_gmt":"2025-08-28T16:34:42","slug":"%d8%af%d9%88%d8%b1%d9%87-%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d9%88-%d8%a8%d9%87%db%8c%d9%86%d9%87%d8%b3%d8%a7%d8%b2%db%8c-%da%a9%d9%84%d8%a7%d9%86%d8%af%d8%a7%d8%af%d9%87-%d8%a8","status":"publish","type":"product","link":"https:\/\/express24.ir\/d\/product\/%d8%af%d9%88%d8%b1%d9%87-%d9%85%d8%af%db%8c%d8%b1%db%8c%d8%aa-%d9%88-%d8%a8%d9%87%db%8c%d9%86%d9%87%d8%b3%d8%a7%d8%b2%db%8c-%da%a9%d9%84%d8%a7%d9%86%d8%af%d8%a7%d8%af%d9%87-%d8%a8\/","title":{"rendered":"\u062f\u0648\u0631\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0628\u0627 Apache Iceberg \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB"},"content":{"rendered":"\n\n\n\n\n\n
\u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc<\/th>\n LinkedIn – Manage and Optimize Big Data with Apache Iceberg 2024-8 – <\/td>\n<\/tr>\n
\u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc<\/th>\n\u062f\u0648\u0631\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0628\u0627 Apache Iceberg \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB<\/td>\n<\/tr>\n
\u0632\u0628\u0627\u0646<\/th>\n\u0627\u0646\u06af\u0644\u06cc\u0633\u06cc \u0628\u0627 \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u0641\u0627\u0631\u0633\u06cc<\/td>\n<\/tr>\n
\u0646\u0648\u0639 \u0645\u062d\u0635\u0648\u0644<\/th>\n\u0622\u0645\u0648\u0632\u0634 \u0648\u06cc\u062f\u06cc\u0648\u06cc\u06cc<\/td>\n<\/tr>\n
\u0646\u062d\u0648\u0647 \u062a\u062d\u0648\u06cc\u0644<\/th>\n\u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc<\/td>\n<\/tr>\n<\/table>\n
\r\n

\ud83c\udf93 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0628\u06cc\u200c\u0646\u0638\u06cc\u0631 <\/h2>\r\n
    \r\n
  • \u0632\u06cc\u0631\u0646\u0648\u06cc\u0633 \u06a9\u0627\u0645\u0644\u0627\u064b \u0641\u0627\u0631\u0633\u06cc<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0622\u0633\u0627\u0646 \u0648 \u0633\u0631\u06cc\u0639<\/li>\r\n
  • \u0627\u0631\u0627\u0626\u0647\u200c\u0634\u062f\u0647 \u0631\u0648\u06cc \u0641\u0644\u0634 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/strong><\/li>\r\n
  • \u0622\u0645\u0627\u062f\u0647 \u0627\u0631\u0633\u0627\u0644 \u0641\u0648\u0631\u06cc \u0628\u0647 \u0633\u0631\u0627\u0633\u0631 \u06a9\u0634\u0648\u0631<\/li>\r\n\r\n <\/ul>\r\n

    \r\n \ud83d\udcda \u0634\u0631\u0648\u0639 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0647\u0645\u06cc\u0646 \u0627\u0645\u0631\u0648\u0632 \u2014 \u0641\u0631\u0635\u062a \u0631\u0634\u062f \u0631\u0627 \u0627\u0632 \u062f\u0633\u062a \u0646\u062f\u0647!\r\n <\/p>\r\n\t\r\n\t

    \r\n \u062c\u0647\u062a \u067e\u06cc\u06af\u06cc\u0631\u06cc \u0633\u0641\u0627\u0631\u0634\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0637\u0631\u06cc\u0642 \u0648\u0627\u062a\u0633\u200c\u0627\u067e \u0628\u0627 \u0634\u0645\u0627\u0631\u0647 09395106248<\/strong> \u06cc\u0627 \u0622\u06cc\u062f\u06cc \u062a\u0644\u06af\u0631\u0627\u0645\u06cc @ma_limbs<\/strong> \u062f\u0631 \u062a\u0645\u0627\u0633 \u0628\u0627\u0634\u06cc\u062f.\r\n <\/p>\r\n<\/div>\n

    \n

    \u062f\u0648\u0631\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0628\u0627 Apache Iceberg \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB<\/h1>\n
    \n

    \u062f\u0631 \u062f\u0646\u06cc\u0627\u06cc \u067e\u0631\u0634\u062a\u0627\u0628 \u0627\u0645\u0631\u0648\u0632\u06cc\u060c \u062d\u062c\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0645\u062f\u0627\u0648\u0645 \u062f\u0631 \u062d\u0627\u0644 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0627\u0633\u062a \u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0628\u06cc\u0646\u0634\u200c\u0647\u0627\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc\u200c\u0647\u0627\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647\u060c \u0628\u0627 \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0639\u0638\u06cc\u0645\u06cc \u0631\u0648\u0628\u0631\u0648 \u0647\u0633\u062a\u0646\u062f. \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0627\u0631\u0622\u0645\u062f \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u06a9\u0644\u06cc\u062f \u0645\u0648\u0641\u0642\u06cc\u062a \u062f\u0631 \u0627\u06cc\u0646 \u0639\u0635\u0631 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u0627\u0633\u062a. Apache Iceberg<\/span> \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0641\u0631\u0645\u062a \u062c\u062f\u0648\u0644 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0646\u0648\u0622\u0648\u0631\u0627\u0646\u0647\u060c \u0631\u0627\u0647\u06a9\u0627\u0631\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u062f\u0631\u06cc\u0627\u0686\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 (Data Lakes) \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u062c\u0627\u0645\u0639\u060c \u0634\u0645\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0635\u0648\u0644\u060c \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc Apache Iceberg \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f.<\/p>\n

    \u0627\u06cc\u0646 \u0645\u062c\u0645\u0648\u0639\u0647 \u0622\u0645\u0648\u0632\u0634\u06cc \u0627\u0631\u0632\u0634\u0645\u0646\u062f\u060c \u0628\u0647 \u0635\u0648\u0631\u062a \u0641\u06cc\u0632\u06cc\u06a9\u06cc \u0628\u0631 \u0631\u0648\u06cc \u06cc\u06a9 \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc<\/span> \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0622\u0633\u0627\u0646 \u0648 \u0622\u0641\u0644\u0627\u06cc\u0646 \u0628\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062a\u0648\u0632\u06cc\u0639\u060c \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u062f\u0633\u062a\u0631\u0633\u06cc \u067e\u0627\u06cc\u062f\u0627\u0631 \u0648 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0647\u0646\u0627\u06cc \u0628\u0627\u0646\u062f \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0631\u0627 \u062a\u0636\u0645\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u062a\u062c\u0631\u0628\u0647\u200c\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0631\u0648\u0627\u0646 \u0648 \u0628\u062f\u0648\u0646 \u0648\u0642\u0641\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0631\u0642\u0645 \u0645\u06cc\u200c\u0632\u0646\u062f.<\/p>\n<\/div>\n

    \u0686\u0631\u0627 Apache Iceberg\u061f<\/h2>\n
    \n

    Apache Iceberg \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u0639\u0645\u0627\u0631\u06cc \u0645\u0646\u0639\u0637\u0641 \u0648 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u060c \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627\u06cc\u062c \u062f\u0631 \u062c\u062f\u0627\u0648\u0644 \u0628\u0632\u0631\u06af \u0630\u062e\u06cc\u0631\u0647 \u0634\u062f\u0647 \u062f\u0631 Data Lakes \u0631\u0627 \u062d\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0631\u062e\u06cc \u0627\u0632 \u0645\u0632\u0627\u06cc\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc Iceberg \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n

      \n
    • \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0631\u0627\u06a9\u0646\u0634\u200c\u0647\u0627 (ACID Transactions):<\/strong> \u062a\u0636\u0645\u06cc\u0646 \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a ACID.<\/li>\n
    • \u0627\u0633\u06a9\u06cc\u0645\u0627 \u0627\u06cc\u0648\u0644\u0648\u0634\u0646 (Schema Evolution):<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u062a\u063a\u06cc\u06cc\u0631 \u062a\u062f\u0631\u06cc\u062c\u06cc \u0648 \u0627\u06cc\u0645\u0646 \u0633\u0627\u062e\u062a\u0627\u0631 \u062c\u062f\u0627\u0648\u0644 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u0628\u0627\u0632\u0646\u0648\u06cc\u0633\u06cc \u06a9\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627.<\/li>\n
    • \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0647\u06cc\u0646\u0647 (Performance Optimization):<\/strong> \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u067e\u0627\u0631\u062a\u06cc\u0634\u0646\u200c\u0628\u0646\u062f\u06cc\u060c \u0633\u0648\u0631\u062a\u06cc\u0646\u06af \u0648 \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u0647 \u0645\u0646\u062c\u0631 \u0628\u0647 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0686\u0634\u0645\u06af\u06cc\u0631 \u0633\u0631\u0639\u062a \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n
    • \u0632\u0645\u0627\u0646 \u0633\u0641\u0631 (Time Travel):<\/strong> \u0627\u0645\u06a9\u0627\u0646 \u0628\u0627\u0632\u06af\u0634\u062a \u0628\u0647 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc\u060c \u062d\u0633\u0627\u0628\u0631\u0633\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647\u200c\u0627\u06cc.<\/li>\n
    • \u0633\u0627\u0632\u06af\u0627\u0631\u06cc \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u062f\u0647 (Ecosystem Compatibility):<\/strong> \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u06af\u0633\u062a\u0631\u062f\u0647 \u0627\u0632 \u0645\u0648\u062a\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0627\u0646\u0646\u062f Spark\u060c Trino\u060c Flink \u0648 \u0647\u0645\u0686\u0646\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc ETL \u0648 BI.<\/li>\n
    • \u06a9\u0627\u0647\u0634 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627:<\/strong> \u0628\u0627 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u067e\u0631\u062f\u0627\u0632\u0634 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u0642\u0627\u0628\u0644 \u062a\u0648\u062c\u0647\u06cc \u06a9\u0627\u0647\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n<\/ul>\n<\/div>\n

      \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u062f\u0648\u0631\u0647<\/h2>\n
      \n

      \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0631\u0627\u062f \u0648 \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0628\u0633\u06cc\u0627\u0631 \u0645\u0641\u06cc\u062f \u0627\u0633\u062a:<\/p>\n

        \n
      • \u0645\u0647\u0646\u062f\u0633\u0627\u0646 \u062f\u0627\u062f\u0647 (Data Engineers)<\/li>\n
      • \u062f\u0627\u0646\u0634\u0645\u0646\u062f\u0627\u0646 \u062f\u0627\u062f\u0647 (Data Scientists)<\/li>\n
      • \u0645\u0639\u0645\u0627\u0631\u0627\u0646 \u062f\u0627\u062f\u0647 (Data Architects)<\/li>\n
      • \u0645\u062f\u06cc\u0631\u0627\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 (Database Administrators)<\/li>\n
      • \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u0627\u0646 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc (Business Intelligence Specialists)<\/li>\n
      • \u0647\u0631 \u0641\u0631\u062f \u06cc\u0627 \u062a\u06cc\u0645\u06cc \u06a9\u0647 \u0628\u0627 \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc Data Lake \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0631\u0627\u0647\u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u062f\u0631\u0646 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0622\u0646 \u0627\u0633\u062a.<\/li>\n<\/ul>\n<\/div>\n

        \u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062f\u0648\u0631\u0647<\/h2>\n
        \n

        \u0628\u0631\u0627\u06cc \u0628\u0647\u0631\u0647\u200c\u0645\u0646\u062f\u06cc \u062d\u062f\u0627\u06a9\u062b\u0631\u06cc \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u062f\u0627\u0634\u062a\u0646 \u062f\u0627\u0646\u0634 \u067e\u0627\u06cc\u0647\u200c\u0627\u06cc \u062f\u0631 \u0632\u0645\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f:<\/p>\n

          \n
        • \u0645\u0641\u0627\u0647\u06cc\u0645 \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 (Big Data Concepts)<\/li>\n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 SQL<\/li>\n
        • \u0645\u0641\u0627\u0647\u06cc\u0645 \u0627\u0648\u0644\u06cc\u0647 \u0627\u0646\u0628\u0627\u0631 \u062f\u0627\u062f\u0647 (Data Warehousing) \u0648 \u062f\u0631\u06cc\u0627\u0686\u0647 \u062f\u0627\u062f\u0647 (Data Lake)<\/li>\n
        • \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u0641\u0627\u0647\u06cc\u0645 \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 \u062a\u0648\u0632\u06cc\u0639 \u0634\u062f\u0647 \u0645\u0627\u0646\u0646\u062f HDFS \u06cc\u0627 Object Storage (\u0645\u0627\u0646\u0646\u062f S3\u060c ADLS)<\/li>\n
        • (\u0627\u062e\u062a\u06cc\u0627\u0631\u06cc) \u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f Apache Spark.<\/li>\n<\/ul>\n<\/div>\n

          \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u062f\u0648\u0631\u0647<\/h2>\n
          \n

          \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0647 \u0635\u0648\u0631\u062a \u062a\u062e\u0635\u0635\u06cc \u0648 \u0628\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0628\u0631 \u062c\u0646\u0628\u0647\u200c\u0647\u0627\u06cc \u0639\u0645\u0644\u06cc\u060c \u0633\u0631\u0641\u0635\u0644\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u067e\u0648\u0634\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n

          \u0628\u062e\u0634 \u0627\u0648\u0644: \u0645\u0642\u062f\u0645\u0647\u200c\u0627\u06cc \u0628\u0631 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0648 Apache Iceberg<\/h3>\n
            \n
          • \u0686\u0627\u0644\u0634\u200c\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u062f\u0631 Data Lakes<\/li>\n
          • \u0645\u0639\u0631\u0641\u06cc \u0641\u0631\u0645\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644 \u0631\u0627\u06cc\u062c (Parquet, ORC) \u0648 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u0622\u0646\u200c\u0647\u0627<\/li>\n
          • \u0645\u0639\u0631\u0641\u06cc Apache Iceberg: \u062a\u0627\u0631\u06cc\u062e\u0686\u0647\u060c \u0627\u0647\u062f\u0627\u0641 \u0648 \u0645\u0639\u0645\u0627\u0631\u06cc<\/li>\n
          • \u0645\u0642\u0627\u06cc\u0633\u0647 Iceberg \u0628\u0627 \u0633\u0627\u06cc\u0631 \u0641\u0631\u0645\u062a\u200c\u0647\u0627\u06cc \u062c\u062f\u0648\u0644<\/li>\n
          • \u0645\u0632\u0627\u06cc\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc Iceberg \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647<\/li>\n<\/ul>\n

            \u0628\u062e\u0634 \u062f\u0648\u0645: \u0646\u0635\u0628 \u0648 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc Iceberg<\/h3>\n
              \n
            • \u0646\u0635\u0628 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc Iceberg \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 (\u0644\u0648\u06a9\u0627\u0644\u060c \u06a9\u0644\u0627\u0633\u062a\u0631)<\/li>\n
            • \u0627\u06cc\u062c\u0627\u062f \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062c\u062f\u0627\u0648\u0644 Iceberg<\/li>\n
            • \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641 \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc (HDFS, S3, ADLS)<\/li>\n
            • \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0627\u0648\u0644\u06cc\u0647 \u0648 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0634\u06cc\u0648\u0647\u200c\u0647\u0627<\/li>\n<\/ul>\n

              \u0628\u062e\u0634 \u0633\u0648\u0645: \u0639\u0645\u0644\u06cc\u0627\u062a \u0627\u0635\u0644\u06cc \u0628\u0627 Apache Iceberg<\/h3>\n
                \n
              • \u0639\u0645\u0644\u06cc\u0627\u062a CRUD (Create, Read, Update, Delete) \u062f\u0631 \u062c\u062f\u0627\u0648\u0644 Iceberg<\/li>\n
              • \u06a9\u0627\u0631 \u0628\u0627 \u0627\u0633\u06a9\u06cc\u0645\u0627: \u0627\u0641\u0632\u0648\u062f\u0646\u060c \u062d\u0630\u0641 \u0648 \u062a\u063a\u06cc\u06cc\u0631 \u0646\u0627\u0645 \u0633\u062a\u0648\u0646\u200c\u0647\u0627<\/li>\n
              • \u0645\u062f\u06cc\u0631\u06cc\u062a \u067e\u0627\u0631\u062a\u06cc\u0634\u0646\u200c\u0628\u0646\u062f\u06cc (Partitioning) \u0648 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0622\u0646<\/li>\n
              • \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062c\u062f\u0627\u0648\u0644: \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc (Compaction) \u0648 \u062d\u0630\u0641 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc<\/li>\n
              • \u0627\u0646\u062c\u0627\u0645 \u0639\u0645\u0644\u06cc\u0627\u062a `MERGE` \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Iceberg<\/li>\n<\/ul>\n

                \u0628\u062e\u0634 \u0686\u0647\u0627\u0631\u0645: \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 Iceberg<\/h3>\n
                  \n
                • \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u0631\u0627\u06a9\u0646\u0634 ACID:<\/strong> \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f<\/li>\n
                • \u0627\u0633\u06a9\u06cc\u0645\u0627 \u0627\u06cc\u0648\u0644\u0648\u0634\u0646:<\/strong> \u0645\u062f\u06cc\u0631\u06cc\u062a \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0627\u0633\u06a9\u06cc\u0645\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646<\/li>\n
                • \u0632\u0645\u0627\u0646 \u0633\u0641\u0631 (Time Travel):<\/strong> \u06a9\u0648\u0626\u0631\u06cc \u0632\u062f\u0646 \u0628\u0647 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0642\u0628\u0644\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n
                • Version Rollback:<\/strong> \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0646 \u062c\u062f\u0627\u0648\u0644 \u0628\u0647 \u062d\u0627\u0644\u062a \u067e\u0627\u06cc\u062f\u0627\u0631<\/li>\n
                • Dirty Reads \u0648 Stale Reads:<\/strong> \u062f\u0631\u06a9 \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a<\/li>\n
                • Manifest Lists \u0648 Manifest Files:<\/strong> \u0633\u0627\u062e\u062a\u0627\u0631 \u0648 \u0646\u062d\u0648\u0647 \u0639\u0645\u0644\u06a9\u0631\u062f<\/li>\n<\/ul>\n

                  \u0628\u062e\u0634 \u067e\u0646\u062c\u0645: \u0627\u062f\u063a\u0627\u0645 Iceberg \u0628\u0627 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u062f\u0647<\/h3>\n
                    \n
                  • \u06a9\u0627\u0631 \u0628\u0627 Apache Spark \u0648 Iceberg<\/li>\n
                  • \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 Iceberg \u0628\u0627 Trino (PrestoSQL)<\/li>\n
                  • \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647\u200c\u0633\u0627\u0632\u06cc \u0628\u0627 Apache Flink<\/li>\n
                  • \u0627\u062a\u0635\u0627\u0644 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc BI \u0648 ETL \u0628\u0647 Iceberg<\/li>\n
                  • \u0645\u0637\u0627\u0644\u0639\u0647 \u0645\u0648\u0631\u062f\u06cc: \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc Iceberg \u062f\u0631 \u06cc\u06a9 \u0633\u0646\u0627\u0631\u06cc\u0648\u06cc \u0648\u0627\u0642\u0639\u06cc<\/li>\n<\/ul>\n

                    \u0628\u062e\u0634 \u0634\u0634\u0645: \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627<\/h3>\n
                      \n
                    • \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u067e\u0627\u0631\u062a\u06cc\u0634\u0646\u200c\u0628\u0646\u062f\u06cc<\/li>\n
                    • \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0633\u0648\u0631\u062a\u06cc\u0646\u06af (Sorting) \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0633\u0631\u0639\u062a \u06a9\u0648\u0626\u0631\u06cc<\/li>\n
                    • \u0641\u06cc\u0644\u062a\u0631\u06cc\u0646\u06af \u067e\u0631\u0648\u062f\u0627\u06a9\u062a\u06cc\u0648 (Predicate Pushdown)<\/li>\n
                    • \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u0631\u062a (Data Skew)<\/li>\n
                    • \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u062f\u0627\u062f\u0647 \u0648 \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647\u200c\u0633\u0627\u0632\u06cc<\/li>\n<\/ul>\n

                      \u0628\u062e\u0634 \u0647\u0641\u062a\u0645: \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0648 \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u062c\u062f\u0627\u0648\u0644 Iceberg<\/h3>\n
                        \n
                      • \u0646\u0638\u0627\u0631\u062a \u0628\u0631 \u0633\u0644\u0627\u0645\u062a \u062c\u062f\u0627\u0648\u0644<\/li>\n
                      • \u0639\u06cc\u0628\u200c\u06cc\u0627\u0628\u06cc \u0645\u0634\u06a9\u0644\u0627\u062a \u0631\u0627\u06cc\u062c<\/li>\n
                      • \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc\u200c\u0647\u0627\u06cc \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u200c\u06af\u06cc\u0631\u06cc \u0648 \u0628\u0627\u0632\u06cc\u0627\u0628\u06cc<\/li>\n
                      • \u0628\u0647\u200c\u0631\u0648\u0632\u0631\u0633\u0627\u0646\u06cc \u0648 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc Iceberg<\/li>\n<\/ul>\n<\/div>\n

                        \u0686\u0647 \u0686\u06cc\u0632\u06cc \u062e\u0648\u0627\u0647\u06cc\u062f \u0622\u0645\u0648\u062e\u062a\u061f<\/h2>\n
                        \n

                        \u067e\u0633 \u0627\u0632 \u06af\u0630\u0631\u0627\u0646\u062f\u0646 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u0634\u0645\u0627 \u0642\u0627\u062f\u0631 \u062e\u0648\u0627\u0647\u06cc\u062f \u0628\u0648\u062f:<\/p>\n

                          \n
                        • \u0645\u0641\u0647\u0648\u0645 Apache Iceberg \u0648 \u0645\u0632\u0627\u06cc\u0627\u06cc \u0622\u0646 \u0631\u0627 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0627\u0645\u0644 \u062f\u0631\u06a9 \u06a9\u0646\u06cc\u062f.<\/li>\n
                        • \u062c\u062f\u0627\u0648\u0644 Iceberg \u0631\u0627 \u062f\u0631 \u0645\u062d\u06cc\u0637\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u06cc\u062c\u0627\u062f\u060c \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u06cc\u062f.<\/li>\n
                        • \u0627\u0632 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u0642\u062f\u0631\u062a\u0645\u0646\u062f Iceberg \u0645\u0627\u0646\u0646\u062f ACID Transactions\u060c Time Travel \u0648 Schema Evolution \u0628\u0647\u0631\u0647 \u0628\u0628\u0631\u06cc\u062f.<\/li>\n
                        • \u0639\u0645\u0644\u06a9\u0631\u062f \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u067e\u0627\u0631\u062a\u06cc\u0634\u0646\u200c\u0628\u0646\u062f\u06cc \u0648 \u0633\u0648\u0631\u062a\u06cc\u0646\u06af \u0628\u0647\u0628\u0648\u062f \u0628\u062e\u0634\u06cc\u062f.<\/li>\n
                        • Apache Iceberg \u0631\u0627 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u062d\u0628\u0648\u0628 \u0627\u06a9\u0648\u0633\u06cc\u0633\u062a\u0645 \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f Spark \u0648 Trino \u0627\u062f\u063a\u0627\u0645 \u06a9\u0646\u06cc\u062f.<\/li>\n
                        • \u0645\u0633\u0627\u0626\u0644 \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u06a9\u06cc\u0641\u06cc\u062a \u0648 \u06cc\u06a9\u067e\u0627\u0631\u0686\u06af\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 Data Lake \u062d\u0644 \u06a9\u0646\u06cc\u062f.<\/li>\n
                        • \u0647\u0632\u06cc\u0646\u0647\u200c\u0647\u0627\u06cc \u0645\u0631\u062a\u0628\u0637 \u0628\u0627 \u0645\u062f\u06cc\u0631\u06cc\u062a \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u062f\u0647\u06cc\u062f.<\/li>\n<\/ul>\n<\/div>\n

                          \u0686\u0631\u0627 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0631\u0627 \u062a\u0647\u06cc\u0647 \u06a9\u0646\u06cc\u062f\u061f<\/h2>\n
                          \n

                          \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u062d\u062a\u0648\u0627\u06cc \u0622\u0645\u0648\u0632\u0634\u06cc \u062c\u0627\u0645\u0639\u060c \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u0648 \u0628\u0647\u200c\u0631\u0648\u0632\u060c \u0628\u0647 \u0634\u0645\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc \u0644\u0627\u0632\u0645 \u0628\u0631\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a \u0645\u0624\u062b\u0631 \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u06a9\u0633\u0628 \u06a9\u0646\u06cc\u062f. \u0642\u0631\u0627\u0631\u06af\u06cc\u0631\u06cc \u0645\u062d\u062a\u0648\u0627 \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 \u0645\u0645\u0648\u0631\u06cc 32 \u06af\u06cc\u06af\u0627\u0628\u0627\u06cc\u062a\u06cc\u060c \u062f\u0633\u062a\u0631\u0633\u06cc \u0641\u0648\u0631\u06cc \u0648 \u0628\u062f\u0648\u0646 \u062f\u063a\u062f\u063a\u0647 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0634\u0645\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u0622\u0648\u0631\u062f \u0648 \u0627\u0645\u06a9\u0627\u0646 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u062f\u0631 \u0647\u0631 \u0632\u0645\u0627\u0646 \u0648 \u0645\u06a9\u0627\u0646\u06cc \u0631\u0627 \u0645\u0647\u06cc\u0627 \u0645\u06cc\u200c\u0633\u0627\u0632\u062f. \u0628\u0627 \u0633\u0631\u0645\u0627\u06cc\u0647\u200c\u06af\u0630\u0627\u0631\u06cc \u0628\u0631 \u0631\u0648\u06cc \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647\u060c \u06af\u0627\u0645\u06cc \u0628\u0644\u0646\u062f \u062f\u0631 \u062c\u0647\u062a \u0627\u0631\u062a\u0642\u0627\u0621 \u062a\u0648\u0627\u0646\u0645\u0646\u062f\u06cc\u200c\u0647\u0627\u06cc \u062e\u0648\u062f \u062f\u0631 \u062d\u0648\u0632\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u062f\u0627\u062f\u0647 \u0628\u0631\u062f\u0627\u0631\u06cc\u062f \u0648 \u0633\u0627\u0632\u0645\u0627\u0646 \u062e\u0648\u062f \u0631\u0627 \u062f\u0631 \u0645\u0633\u06cc\u0631 \u062a\u062d\u0648\u0644 \u062f\u06cc\u062c\u06cc\u062a\u0627\u0644 \u06cc\u0627\u0631\u06cc \u0631\u0633\u0627\u0646\u06cc\u062f.<\/p>\n<\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"

                          \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0627\u0646\u06af\u0644\u06cc\u0633\u06cc LinkedIn – Manage and Optimize Big Data with Apache Iceberg 2024-8 – \u0646\u0627\u0645 \u0645\u062d\u0635\u0648\u0644 \u0628\u0647 \u0641\u0627\u0631\u0633\u06cc […]<\/p>\n","protected":false},"featured_media":113382,"comment_status":"open","ping_status":"closed","template":"","meta":{"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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\u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u06a9\u0644\u0627\u0646\u200c\u062f\u0627\u062f\u0647 \u0628\u0627 Apache Iceberg \u0628\u0631 \u0631\u0648\u06cc \u0641\u0644\u0634 32GB - \u0641\u0631\u0648\u0634\u06af\u0627\u0647 \u0627\u06a9\u0633\u067e\u0631\u0633<\/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:\/\/express24.ir\/d\/product\/\u062f\u0648\u0631\u0647-\u0645\u062f\u06cc\u0631\u06cc\u062a-\u0648-\u0628\u0647\u06cc\u0646\u0647\u0633\u0627\u0632\u06cc-\u06a9\u0644\u0627\u0646\u062f\u0627\u062f\u0647-\u0628\/\" \/>\n<meta property=\"og:locale\" content=\"fa_IR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u062f\u0648\u0631\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc 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