{"id":475878,"date":"2023-08-09T07:24:43","date_gmt":"2023-08-09T07:24:43","guid":{"rendered":""},"modified":"2023-09-05T11:11:30","modified_gmt":"2023-09-05T11:11:30","slug":"apache-hive","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ar\/wiki\/apache-hive\/","title":{"rendered":"\u0623\u0628\u0627\u062a\u0634\u064a \u062e\u0644\u064a\u0629"},"content":{"rendered":"<p>Apache Hive \u0639\u0628\u0627\u0631\u0629 \u0639\u0646 \u0623\u062f\u0627\u0629 \u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0641\u062a\u0648\u062d\u0629 \u0627\u0644\u0645\u0635\u062f\u0631 \u0648\u0623\u062f\u0627\u0629 \u0644\u063a\u0629 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u062a\u0634\u0628\u0647 SQL \u0645\u0628\u0646\u064a\u0629 \u0639\u0644\u0649 Apache Hadoop. \u062a\u0645 \u062a\u0637\u0648\u064a\u0631\u0647 \u0644\u062a\u0648\u0641\u064a\u0631 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u0625\u062f\u0627\u0631\u0629 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0627\u0644\u0645\u062e\u0632\u0646\u0629 \u0641\u064a \u0646\u0638\u0627\u0645 \u0627\u0644\u0645\u0644\u0641\u0627\u062a \u0627\u0644\u0645\u0648\u0632\u0639\u0629 (HDFS) \u0627\u0644\u062e\u0627\u0635 \u0628\u0640 Hadoop \u0648\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0639\u0646\u0647\u0627. \u062a\u0639\u062f Hive \u0639\u0646\u0635\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u0646\u0638\u0627\u0645 Hadoop \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u0645\u0645\u0627 \u064a\u0645\u0643\u0651\u0646 \u0627\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0648\u0639\u0644\u0645\u0627\u0621 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0623\u062f\u0627\u0621 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0643\u0641\u0627\u0621\u0629.<\/p>\n<h2>\u062a\u0627\u0631\u064a\u062e \u0623\u0635\u0644 \u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a \u0648\u0623\u0648\u0644 \u0630\u0643\u0631 \u0644\u0647\u0627<\/h2>\n<p>\u064a\u0639\u0648\u062f \u062a\u0627\u0631\u064a\u062e \u0625\u0646\u0634\u0627\u0621 Apache Hive \u0625\u0644\u0649 \u0639\u0627\u0645 2007 \u0639\u0646\u062f\u0645\u0627 \u062a\u0645 \u062a\u0635\u0645\u064a\u0645\u0647 \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629 \u0628\u0648\u0627\u0633\u0637\u0629 Jeff Hammerbacher \u0648\u0641\u0631\u064a\u0642 \u0627\u0644\u0628\u0646\u064a\u0629 \u0627\u0644\u062a\u062d\u062a\u064a\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a Facebook. \u062a\u0645 \u0625\u0646\u0634\u0627\u0624\u0647 \u0644\u062a\u0644\u0628\u064a\u0629 \u0627\u0644\u062d\u0627\u062c\u0629 \u0627\u0644\u0645\u062a\u0632\u0627\u064a\u062f\u0629 \u0644\u0648\u0627\u062c\u0647\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0644\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0628\u064a\u0627\u0646\u0627\u062a Hadoop \u0627\u0644\u0648\u0627\u0633\u0639\u0629. \u0648\u0636\u0639 \u0639\u0645\u0644 \u0647\u0627\u0645\u0631\u0628\u0627\u062e\u0631 \u0627\u0644\u0623\u0633\u0627\u0633 \u0644\u0640 Hive\u060c \u0648\u0628\u0639\u062f \u0641\u062a\u0631\u0629 \u0648\u062c\u064a\u0632\u0629\u060c \u0633\u0644\u0645 \u0641\u064a\u0633\u0628\u0648\u0643 \u0627\u0644\u0645\u0634\u0631\u0648\u0639 \u0625\u0644\u0649 \u0645\u0624\u0633\u0633\u0629 Apache Software Foundation (ASF) \u0641\u064a \u0639\u0627\u0645 2008. \u0648\u0645\u0646\u0630 \u0630\u0644\u0643 \u0627\u0644\u062d\u064a\u0646\u060c \u062a\u0637\u0648\u0631 \u0628\u0633\u0631\u0639\u0629 \u0643\u0645\u0634\u0631\u0648\u0639 \u0645\u0641\u062a\u0648\u062d \u0627\u0644\u0645\u0635\u062f\u0631 \u0645\u0632\u062f\u0647\u0631 \u0628\u0645\u0633\u0627\u0647\u0645\u0627\u062a \u0645\u0646 \u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0645\u0637\u0648\u0631\u064a\u0646 \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0641\u064a \u062c\u0645\u064a\u0639 \u0623\u0646\u062d\u0627\u0621 \u0627\u0644\u0639\u0627\u0644\u0645. .<\/p>\n<h2>\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062a\u0641\u0635\u064a\u0644\u064a\u0629 \u062d\u0648\u0644 Apache Hive: \u062a\u0648\u0633\u064a\u0639 \u0627\u0644\u0645\u0648\u0636\u0648\u0639<\/h2>\n<p>\u064a\u0639\u0645\u0644 Apache Hive \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0631\u062c\u0645\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0634\u0627\u0628\u0647\u0629 \u0644\u0640 SQL\u060c \u0648\u0627\u0644\u0645\u0639\u0631\u0648\u0641\u0629 \u0628\u0627\u0633\u0645 Hive Query Language (HQL)\u060c \u0625\u0644\u0649 \u0648\u0638\u0627\u0626\u0641 MapReduce\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u0644\u062a\u0641\u0627\u0639\u0644 \u0645\u0639 Hadoop \u0645\u0646 \u062e\u0644\u0627\u0644 \u0628\u0646\u0627\u0621 \u062c\u0645\u0644\u0629 SQL \u0645\u0623\u0644\u0648\u0641. \u064a\u062d\u0645\u064a \u0647\u0630\u0627 \u0627\u0644\u062a\u062c\u0631\u064a\u062f \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0645\u0646 \u062a\u0639\u0642\u064a\u062f\u0627\u062a \u0627\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0648\u064a\u0645\u0643\u0651\u0646\u0647\u0645 \u0645\u0646 \u0623\u062f\u0627\u0621 \u0645\u0647\u0627\u0645 \u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062f\u0648\u0646 \u0643\u062a\u0627\u0628\u0629 \u0643\u0648\u062f MapReduce \u0645\u0646\u062e\u0641\u0636 \u0627\u0644\u0645\u0633\u062a\u0648\u0649.<\/p>\n<p>\u062a\u062a\u0643\u0648\u0646 \u0628\u0646\u064a\u0629 Apache Hive \u0645\u0646 \u062b\u0644\u0627\u062b\u0629 \u0645\u0643\u0648\u0646\u0627\u062a \u0631\u0626\u064a\u0633\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u062e\u0644\u064a\u0629<\/strong>: Hive Query Language\u060c \u0648\u0647\u064a \u0644\u063a\u0629 \u062a\u0634\u0628\u0647 SQL \u062a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u062a\u0639\u0628\u064a\u0631 \u0639\u0646 \u0645\u0647\u0627\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627 \u0628\u0637\u0631\u064a\u0642\u0629 \u0645\u0623\u0644\u0648\u0641\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u064a\u062a\u0627\u0633\u062a\u0648\u0631<\/strong>: \u0645\u0633\u062a\u0648\u062f\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u064a\u0629 \u0627\u0644\u0630\u064a \u064a\u062e\u0632\u0646 \u0645\u062e\u0637\u0637\u0627\u062a \u0627\u0644\u062c\u062f\u0648\u0644 \u0648\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u0627\u0644\u0623\u0642\u0633\u0627\u0645 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u0631\u064a\u0641\u064a\u0629 \u0627\u0644\u0623\u062e\u0631\u0649. \u0648\u0647\u0648 \u064a\u062f\u0639\u0645 \u0648\u0627\u062c\u0647\u0627\u062a \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629 \u0645\u062b\u0644 Apache Derby \u0648MySQL \u0648PostgreSQL.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u062d\u0631\u0643 \u0627\u0644\u062a\u0646\u0641\u064a\u0630<\/strong>: \u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a HiveQL. \u0641\u064a \u0627\u0644\u0628\u062f\u0627\u064a\u0629\u060c \u0627\u0633\u062a\u062e\u062f\u0645\u062a Hive MapReduce \u0643\u0645\u062d\u0631\u0643 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062e\u0627\u0635 \u0628\u0647\u0627. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0645\u0639 \u0627\u0644\u062a\u0642\u062f\u0645 \u0641\u064a Hadoop\u060c \u062a\u0645 \u062f\u0645\u062c \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0623\u062e\u0631\u0649 \u0645\u062b\u0644 Tez \u0648Spark \u0644\u062a\u062d\u0633\u064a\u0646 \u0623\u062f\u0627\u0621 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u0647\u064a\u0643\u0644 \u0627\u0644\u062f\u0627\u062e\u0644\u064a \u0644\u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a: \u0643\u064a\u0641 \u062a\u0639\u0645\u0644 \u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a<\/h2>\n<p>\u0639\u0646\u062f\u0645\u0627 \u064a\u0642\u0648\u0645 \u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0625\u0631\u0633\u0627\u0644 \u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062e\u0644\u064a\u0629\u060c \u062a\u062d\u062f\u062b \u0627\u0644\u062e\u0637\u0648\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u0641\u0633\u064a\u0631<\/strong>: \u064a\u062a\u0645 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0648\u062a\u062d\u0648\u064a\u0644\u0647 \u0625\u0644\u0649 \u0634\u062c\u0631\u0629 \u0628\u0646\u0627\u0621 \u062c\u0645\u0644\u0629 \u0645\u062c\u0631\u062f\u0629 (AST).<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u062f\u0644\u0627\u0644\u064a<\/strong>: \u064a\u062a\u0645 \u0627\u0644\u062a\u062d\u0642\u0642 \u0645\u0646 \u0635\u062d\u0629 AST \u0644\u0636\u0645\u0627\u0646 \u0627\u0644\u0635\u062d\u0629 \u0648\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0627\u0644\u0645\u062e\u0637\u0637 \u0627\u0644\u0645\u062d\u062f\u062f \u0641\u064a Metastore.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645<\/strong>: \u064a\u0642\u0648\u0645 \u0645\u064f\u062d\u0633\u0650\u0651\u0646 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u0625\u0646\u0634\u0627\u0621 \u062e\u0637\u0629 \u062a\u0646\u0641\u064a\u0630 \u0645\u062b\u0627\u0644\u064a\u0629 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u060c \u0645\u0639 \u0627\u0644\u0623\u062e\u0630 \u0641\u064a \u0627\u0644\u0627\u0639\u062a\u0628\u0627\u0631 \u0639\u0648\u0627\u0645\u0644 \u0645\u062b\u0644 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u0645\u062a\u0627\u062d\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0646\u0641\u064a\u0630<\/strong>: \u064a\u0642\u0648\u0645 \u0645\u062d\u0631\u0643 \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u062e\u062a\u0627\u0631\u060c \u0633\u0648\u0627\u0621 \u0643\u0627\u0646 MapReduce \u0623\u0648 Tez \u0623\u0648 Spark\u060c \u0628\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u0623\u0645\u062b\u0644 \u0648\u0625\u0646\u0634\u0627\u0621 \u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0633\u064a\u0637\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0648\u0636\u0639 \u0627\u0644\u0644\u0645\u0633\u0627\u062a \u0627\u0644\u0646\u0647\u0627\u0626\u064a\u0629<\/strong>: \u064a\u062a\u0645 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0625\u062e\u0631\u0627\u062c \u0627\u0644\u0646\u0647\u0627\u0626\u064a \u0641\u064a HDFS \u0623\u0648 \u0646\u0638\u0627\u0645 \u062a\u062e\u0632\u064a\u0646 \u0622\u062e\u0631 \u0645\u062f\u0639\u0648\u0645.<\/p>\n<\/li>\n<\/ol>\n<h2>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0640 Apache Hive<\/h2>\n<p>\u064a\u0642\u062f\u0645 Apache Hive \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u064a\u0632\u0627\u062a \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0627\u0644\u062a\u064a \u062a\u062c\u0639\u0644\u0647 \u062e\u064a\u0627\u0631\u064b\u0627 \u0634\u0627\u0626\u0639\u064b\u0627 \u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0640 Hive \u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u0629 \u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u0646\u0637\u0627\u0642 \u0648\u0627\u0633\u0639.<\/p>\n<\/li>\n<li>\n<p><strong>\u0633\u0647\u0648\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0645\u0627\u0644<\/strong>: \u0628\u0641\u0636\u0644 \u0648\u0627\u062c\u0647\u062a\u0647 \u0627\u0644\u0645\u0634\u0627\u0628\u0647\u0629 \u0644\u0640 SQL\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0630\u0648\u064a \u0627\u0644\u0645\u0639\u0631\u0641\u0629 \u0628\u0640 SQL \u0627\u0644\u0628\u062f\u0621 \u0628\u0633\u0631\u0639\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 Hive.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0642\u0627\u0628\u0644\u064a\u0629 \u0644\u0644\u062a\u0648\u0633\u0639\u0629<\/strong>: \u062a\u062f\u0639\u0645 Hive \u0627\u0644\u0648\u0638\u0627\u0626\u0641 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0645\u0646 \u0642\u0628\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 (UDFs)\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0643\u062a\u0627\u0628\u0629 \u0648\u0638\u0627\u0626\u0641 \u0645\u062e\u0635\u0635\u0629 \u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062d\u062f\u062f\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u0642\u0633\u064a\u0645<\/strong>: \u064a\u0645\u0643\u0646 \u062a\u0642\u0633\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u062e\u0644\u064a\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0628\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0641\u0639\u0627\u0644.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: \u064a\u062f\u0639\u0645 Hive \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 TextFile \u0648SequenceFile \u0648ORC \u0648Parquet\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0627\u0644\u0645\u0631\u0648\u0646\u0629 \u0641\u064a \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0623\u0646\u0648\u0627\u0639 \u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u062a\u0635\u0646\u064a\u0641 Apache Hive \u0625\u0644\u0649 \u0646\u0648\u0639\u064a\u0646 \u0631\u0626\u064a\u0633\u064a\u064a\u0646 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0643\u064a\u0641\u064a\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u062f\u0641\u0639\u0627\u062a<\/strong>: \u0647\u0630\u0627 \u0647\u0648 \u0627\u0644\u0646\u0647\u062c \u0627\u0644\u062a\u0642\u0644\u064a\u062f\u064a \u062d\u064a\u062b \u062a\u062a\u0645 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0639\u0644\u0649 \u062f\u0641\u0639\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 MapReduce. \u0639\u0644\u0649 \u0627\u0644\u0631\u063a\u0645 \u0645\u0646 \u0623\u0646\u0647 \u0645\u0646\u0627\u0633\u0628 \u0644\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642\u060c \u0625\u0644\u0627 \u0623\u0646\u0647 \u0642\u062f \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u0632\u0645\u0646 \u0648\u0635\u0648\u0644 \u0623\u0639\u0644\u0649 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0640 Hive \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u062d\u062f\u064a\u062b\u0629 \u0645\u062b\u0644 Tez \u0648Spark \u0644\u062a\u062d\u0642\u064a\u0642 \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629. \u0648\u0647\u0630\u0627 \u064a\u0642\u0644\u0644 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631 \u0645\u0646 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0648\u064a\u062d\u0633\u0646 \u062a\u062c\u0631\u0628\u0629 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645 \u0628\u0634\u0643\u0644 \u0639\u0627\u0645.<\/p>\n<\/li>\n<\/ol>\n<p>\u0648\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u062c\u062f\u0648\u0644 \u064a\u0642\u0627\u0631\u0646 \u0628\u064a\u0646 \u0647\u0630\u064a\u0646 \u0627\u0644\u0646\u0648\u0639\u064a\u0646:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u0645\u064a\u0632\u0629<\/th>\n<th>\u062a\u062c\u0647\u064a\u0632 \u0627\u0644\u062f\u0641\u0639\u0627\u062a<\/th>\n<th>\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0648\u0642\u062a \u0627\u0644\u0625\u0633\u062a\u062c\u0627\u0628\u0629<\/td>\n<td>\u0623\u0639\u0644\u0649<\/td>\n<td>\u0623\u062f\u0646\u0649<\/td>\n<\/tr>\n<tr>\n<td>\u0648\u0642\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645<\/td>\n<td>\u0637\u0648\u064a\u0644<\/td>\n<td>\u0623\u0633\u0631\u0639<\/td>\n<\/tr>\n<tr>\n<td>\u0627\u0633\u062a\u062e\u062f\u0645 \u062d\u0627\u0644\u0627\u062a<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u062f\u0648\u0646 \u0627\u062a\u0635\u0627\u0644<\/td>\n<td>\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0648\u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/td>\n<\/tr>\n<tr>\n<td>\u0645\u062d\u0631\u0643 \u0627\u0644\u062a\u0646\u0641\u064a\u0630<\/td>\n<td>MapReduce<\/td>\n<td>\u062a\u064a\u0632 \u0623\u0648 \u0633\u0628\u0627\u0631\u0643<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0637\u0631\u0642 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Apache Hive \u0648\u0627\u0644\u0645\u0634\u0643\u0644\u0627\u062a \u0648\u062d\u0644\u0648\u0644\u0647\u0627<\/h2>\n<p>\u064a\u062c\u062f Apache Hive \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0641\u064a \u0645\u062c\u0627\u0644\u0627\u062a \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629<\/strong>: \u062a\u0633\u0645\u062d Hive \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0628\u0627\u0633\u062a\u062e\u0644\u0627\u0635 \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u0645\u0646 \u0643\u0645\u064a\u0627\u062a \u0647\u0627\u0626\u0644\u0629 \u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0624\u0633\u0633\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Hive \u0644\u0625\u062c\u0631\u0627\u0621 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0645\u062e\u0635\u0635\u0629 \u0648\u0625\u0646\u0634\u0627\u0621 \u0627\u0644\u062a\u0642\u0627\u0631\u064a\u0631.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong>: Hive \u0645\u0646\u0627\u0633\u0628 \u062a\u0645\u0627\u0645\u064b\u0627 \u0644\u0645\u0647\u0627\u0645 \u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0646\u0638\u0631\u064b\u0627 \u0644\u0642\u0627\u0628\u0644\u064a\u062a\u0647 \u0644\u0644\u062a\u0648\u0633\u0639.<\/p>\n<\/li>\n<\/ol>\n<p>\u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0641\u0625\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 Hive \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u064a\u0623\u062a\u064a \u0645\u0639 \u0628\u0639\u0636 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u0645\u062b\u0644:<\/p>\n<ol>\n<li>\n<p><strong>\u0648\u0642\u062a \u0627\u0644\u0625\u0633\u062a\u062c\u0627\u0628\u0629<\/strong>: \u0646\u0638\u0631\u064b\u0627 \u0644\u0623\u0646 Hive \u064a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0645\u062c\u0645\u0639\u0629 \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a\u060c \u0641\u0642\u062f \u062a\u0639\u0627\u0646\u064a \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0641\u0639\u0644\u064a \u0645\u0646 \u0632\u0645\u0646 \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0639\u0644\u0649.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629<\/strong>: \u0642\u062f \u0644\u0627 \u064a\u062a\u0645 \u062a\u062d\u0633\u064a\u0646 \u0628\u0639\u0636 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u0639\u0642\u062f\u0629 \u0628\u0643\u0641\u0627\u0621\u0629\u060c \u0645\u0645\u0627 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062d\u062f\u0648\u062b \u0645\u0634\u0643\u0644\u0627\u062a \u0641\u064a \u0627\u0644\u0623\u062f\u0627\u0621.<\/p>\n<\/li>\n<\/ol>\n<p>\u0648\u0644\u0645\u0648\u0627\u062c\u0647\u0629 \u0647\u0630\u0647 \u0627\u0644\u062a\u062d\u062f\u064a\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0646\u0638\u0631 \u0641\u064a \u0627\u0644\u062d\u0644\u0648\u0644 \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a<\/strong>: \u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u062a\u0641\u0627\u0639\u0644\u064a\u0629 \u0645\u062b\u0644 Tez \u0623\u0648 Spark\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u062a\u062d\u0642\u064a\u0642 \u0623\u0648\u0642\u0627\u062a \u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0623\u0642\u0644 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645<\/strong>: \u0643\u062a\u0627\u0628\u0629 \u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a HiveQL \u0627\u0644\u0645\u062d\u0633\u0646\u0629 \u0648\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0646\u0633\u064a\u0642\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0627\u0633\u0628\u0629 \u0648\u0627\u0644\u062a\u0642\u0633\u064a\u0645 \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0625\u0644\u0649 \u062a\u062d\u0633\u064a\u0646 \u0627\u0644\u0623\u062f\u0627\u0621 \u0628\u0634\u0643\u0644 \u0643\u0628\u064a\u0631.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u064a\u0624\u062f\u064a \u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0633\u064a\u0637\u0629 \u0625\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u062d\u0633\u0627\u0628\u064a\u0629 \u0627\u0644\u0632\u0627\u0626\u062f\u0629 \u0639\u0646 \u0627\u0644\u062d\u0627\u062c\u0629 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629<\/h2>\n<p>\u0641\u064a\u0645\u0627 \u064a\u0644\u064a \u0645\u0642\u0627\u0631\u0646\u0629 \u0628\u064a\u0646 Apache Hive \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0645\u0627\u062b\u0644\u0629 \u0627\u0644\u0623\u062e\u0631\u0649:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a\u0627<\/th>\n<th>\u0648\u0635\u0641<\/th>\n<th>\u0627\u0644\u062a\u0645\u0627\u064a\u0632 \u0639\u0646 \u0623\u0628\u0627\u062a\u0634\u064a \u062e\u0644\u064a\u0629<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u0623\u0628\u0627\u062a\u0634\u064a \u0647\u0627\u062f\u0648\u0628<\/td>\n<td>\u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0644\u0644\u062d\u0648\u0633\u0628\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629<\/td>\n<td>\u062a\u0648\u0641\u0631 Hive \u0648\u0627\u062c\u0647\u0629 \u062a\u0634\u0628\u0647 SQL \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0639\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0625\u062f\u0627\u0631\u062a\u0647\u0627 \u0641\u064a Hadoop\u060c \u0645\u0645\u0627 \u064a\u062c\u0639\u0644\u0647\u0627 \u0641\u064a \u0645\u062a\u0646\u0627\u0648\u0644 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0627\u0644\u0645\u062a\u0645\u0631\u0633\u064a\u0646 \u0641\u064a SQL.<\/td>\n<\/tr>\n<tr>\n<td>\u0623\u0628\u0627\u062a\u0634\u064a \u062e\u0646\u0632\u064a\u0631<\/td>\n<td>\u0645\u0646\u0635\u0629 \u0639\u0627\u0644\u064a\u0629 \u0627\u0644\u0645\u0633\u062a\u0648\u0649 \u0644\u0625\u0646\u0634\u0627\u0621 \u0628\u0631\u0627\u0645\u062c MapReduce<\/td>\n<td>\u062a\u0644\u062e\u0635 Hive \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0644\u063a\u0629 \u0645\u0623\u0644\u0648\u0641\u0629 \u062a\u0634\u0628\u0647 SQL\u060c \u0628\u064a\u0646\u0645\u0627 \u064a\u0633\u062a\u062e\u062f\u0645 Pig \u0644\u063a\u0629 \u062a\u062f\u0641\u0642 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647. \u062a\u0639\u062a\u0628\u0631 Hive \u0623\u0643\u062b\u0631 \u0645\u0644\u0627\u0621\u0645\u0629 \u0644\u0644\u0645\u062d\u0644\u0644\u064a\u0646 \u0627\u0644\u0645\u0637\u0644\u0639\u064a\u0646 \u0639\u0644\u0649 SQL.<\/td>\n<\/tr>\n<tr>\n<td>\u0623\u0628\u0627\u062a\u0634\u064a \u0633\u0628\u0627\u0631\u0643<\/td>\n<td>\u0646\u0638\u0627\u0645 \u062d\u0648\u0633\u0628\u0629 \u0639\u0646\u0642\u0648\u062f\u064a\u0629 \u0633\u0631\u064a\u0639 \u0648\u0639\u0627\u0645\u0629 \u0627\u0644\u0623\u063a\u0631\u0627\u0636<\/td>\n<td>\u0627\u0639\u062a\u0645\u062f\u062a Hive \u062a\u0627\u0631\u064a\u062e\u064a\u064b\u0627 \u0639\u0644\u0649 MapReduce \u0644\u0644\u062a\u0646\u0641\u064a\u0630\u060c \u0648\u0627\u0644\u0630\u064a \u0643\u0627\u0646 \u064a\u062a\u0645\u062a\u0639 \u0628\u0632\u0645\u0646 \u0648\u0635\u0648\u0644 \u0623\u0639\u0644\u0649 \u0645\u0642\u0627\u0631\u0646\u0629\u064b \u0628\u0640 Spark. \u0648\u0645\u0639 \u0630\u0644\u0643\u060c \u0645\u0639 \u062a\u0643\u0627\u0645\u0644 Spark \u0643\u0645\u062d\u0631\u0643 \u062a\u0646\u0641\u064a\u0630\u060c \u064a\u0645\u0643\u0646 \u0644\u0640 Hive \u062a\u062d\u0642\u064a\u0642 \u0632\u0645\u0646 \u0648\u0635\u0648\u0644 \u0623\u0642\u0644 \u0648\u0645\u0639\u0627\u0644\u062c\u0629 \u0623\u0633\u0631\u0639.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a<\/h2>\n<p>\u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0646\u0645\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629\u060c \u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 Apache Hive \u0648\u0627\u0639\u062f\u064b\u0627. \u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0648\u062c\u0647\u0627\u062a \u0627\u0644\u0646\u0638\u0631 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u0627\u0644\u062e\u0644\u064a\u0629 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u062d\u0642\u064a\u0642\u064a<\/strong>: \u0633\u064a\u062a\u0645 \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u062a\u0642\u0644\u064a\u0644 \u0623\u0648\u0642\u0627\u062a \u0627\u0644\u0627\u0633\u062a\u062c\u0627\u0628\u0629 \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0628\u0634\u0643\u0644 \u0623\u0643\u0628\u0631 \u0648\u062a\u0645\u0643\u064a\u0646 \u0627\u0644\u0645\u0639\u0627\u0644\u062c\u0629 \u0641\u064a \u0627\u0644\u0648\u0642\u062a 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\u0637\u0631\u0642 \u0644\u062a\u0648\u062d\u064a\u062f \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0645\u062a\u0639\u062f\u062f\u0629 \u0628\u0633\u0644\u0627\u0633\u0629 \u0644\u062a\u062d\u0642\u064a\u0642 \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0623\u0645\u062b\u0644 \u0648\u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0645\u0648\u0627\u0631\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 \u0628\u0640 Apache Hive<\/h2>\n<p>\u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0645\u062b\u0644 OneProxy \u0623\u0646 \u062a\u0644\u0639\u0628 \u062f\u0648\u0631\u064b\u0627 \u062d\u064a\u0648\u064a\u064b\u0627 \u0641\u064a \u0633\u064a\u0627\u0642 Apache Hive. \u0639\u0646\u062f \u0627\u0644\u0639\u0645\u0644 \u0645\u0639 \u0627\u0644\u0623\u0646\u0638\u0645\u0629 \u0627\u0644\u0645\u0648\u0632\u0639\u0629 \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642\u060c \u064a\u0639\u062f \u0623\u0645\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u0643\u0645 \u0641\u064a \u0627\u0644\u0648\u0635\u0648\u0644 \u0645\u0646 \u0627\u0644\u062c\u0648\u0627\u0646\u0628 \u0627\u0644\u062d\u0627\u0633\u0645\u0629. \u062a\u0639\u0645\u0644 \u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644 \u0643\u0648\u0633\u0637\u0627\u0621 \u0628\u064a\u0646 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0648\u0645\u062c\u0645\u0648\u0639\u0627\u062a Hive\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0637\u0628\u0642\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0645\u0646 \u0627\u0644\u0623\u0645\u0627\u0646 \u0648\u0625\u062e\u0641\u0627\u0621 \u0627\u0644\u0647\u0648\u064a\u0629. \u064a\u0633\u062a\u0637\u064a\u0639\u0648\u0646:<\/p>\n<ol>\n<li>\n<p><strong>\u062a\u0639\u0632\u064a\u0632 \u0627\u0644\u0623\u0645\u0646<\/strong>: \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0641\u064a \u062a\u0642\u064a\u064a\u062f \u0627\u0644\u0648\u0635\u0648\u0644 \u0627\u0644\u0645\u0628\u0627\u0634\u0631 \u0625\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a Hive \u0648\u062d\u0645\u0627\u064a\u062a\u0647\u0627 \u0645\u0646 \u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u063a\u064a\u0631 \u0627\u0644\u0645\u0635\u0631\u062d \u0644\u0647\u0645.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u062d\u0645\u0644<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u0648\u0632\u064a\u0639 \u0637\u0644\u0628\u0627\u062a \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0639\u0628\u0631 \u0645\u062c\u0645\u0648\u0639\u0627\u062a Hive \u0645\u062a\u0639\u062f\u062f\u0629\u060c \u0645\u0645\u0627 \u064a\u0636\u0645\u0646 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0641\u0639\u0627\u0644 \u0644\u0644\u0645\u0648\u0627\u0631\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u062a\u062e\u0632\u064a\u0646 \u0627\u0644\u0645\u0624\u0642\u062a<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062a\u062e\u0632\u064a\u0646 \u0646\u062a\u0627\u0626\u062c \u0627\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645 \u0645\u0624\u0642\u062a\u064b\u0627\u060c \u0645\u0645\u0627 \u064a\u0642\u0644\u0644 \u0645\u0646 \u0639\u0628\u0621 \u0627\u0644\u0639\u0645\u0644 \u0639\u0644\u0649 \u0645\u062c\u0645\u0648\u0639\u0627\u062a Hive \u0644\u0644\u0627\u0633\u062a\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0625\u062e\u0641\u0627\u0621 \u0647\u0648\u064a\u0629 \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0627\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646\u060c \u0645\u0645\u0627 \u064a\u0648\u0641\u0631 \u0637\u0628\u0642\u0629 \u0625\u0636\u0627\u0641\u064a\u0629 \u0645\u0646 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 Apache Hive\u060c \u064a\u0645\u0643\u0646\u0643 \u0632\u064a\u0627\u0631\u0629 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li><a href=\"https:\/\/hive.apache.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0633\u0645\u064a \u0644\u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a<\/a><\/li>\n<li><a href=\"https:\/\/cwiki.apache.org\/confluence\/display\/Hive\/Home\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u0648\u062b\u064a\u0642 \u062e\u0644\u064a\u0629 \u0623\u0628\u0627\u062a\u0634\u064a<\/a><\/li>\n<li><a href=\"https:\/\/www.apache.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0645\u0624\u0633\u0633\u0629 \u0628\u0631\u0645\u062c\u064a\u0627\u062a \u0623\u0628\u0627\u062a\u0634\u064a<\/a><\/li>\n<\/ol>\n<p>\u0641\u064a \u0627\u0644\u062e\u062a\u0627\u0645\u060c \u064a\u0639\u062f Apache Hive \u0645\u0643\u0648\u0646\u064b\u0627 \u0623\u0633\u0627\u0633\u064a\u064b\u0627 \u0641\u064a \u0646\u0638\u0627\u0645 Hadoop \u0627\u0644\u0628\u064a\u0626\u064a\u060c \u062d\u064a\u062b \u064a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0645\u0643\u064a\u0646 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0648\u0627\u062c\u0647\u0629 \u0633\u0647\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062a\u0634\u0628\u0647 SQL \u0648\u0642\u0627\u0628\u0644\u064a\u0629 \u0627\u0644\u062a\u0648\u0633\u0639. \u0645\u0639 \u062a\u0637\u0648\u0631 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0646\u0641\u064a\u0630 \u0648\u062a\u0643\u0627\u0645\u0644 \u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062d\u062f\u064a\u062b\u0629\u060c \u062a\u0648\u0627\u0635\u0644 Hive \u0627\u0644\u0627\u0632\u062f\u0647\u0627\u0631 \u0648\u0627\u0644\u062a\u0635\u062f\u064a \u0644\u062a\u062d\u062f\u064a\u0627\u062a \u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629. \u0645\u0639 \u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0646\u0645\u0648 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u064a\u0628\u062f\u0648 \u0645\u0633\u062a\u0642\u0628\u0644 Hive \u0648\u0627\u0639\u062f\u064b\u0627\u060c \u0648\u0633\u064a\u0638\u0644 \u0623\u062f\u0627\u0629 \u062d\u0627\u0633\u0645\u0629 \u0641\u064a \u062a\u0631\u0633\u0627\u0646\u0629 \u0645\u062d\u0644\u0644\u064a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0646\u0638\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0633\u0639\u0649 \u062c\u0627\u0647\u062f\u0629 \u0644\u0625\u0637\u0644\u0627\u0642 \u0631\u0624\u0649 \u0642\u064a\u0645\u0629 \u0645\u0646 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0636\u062e\u0645\u0629.<\/p>","protected":false},"featured_media":467616,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-475878","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Apache Hive: Empowering Big Data Analytics<\/mark>","faq_items":[{"question":"Question: What is Apache Hive?","answer":"<p>Answer: Apache Hive is an open-source data warehousing and SQL-like query language tool built on top of Apache Hadoop. It provides a user-friendly interface for managing and querying large-scale datasets stored in Hadoop's distributed file system (HDFS).<\/p>"},{"question":"Question: Who developed Apache Hive, and when was it created?","answer":"<p>Answer: Apache Hive was initially conceived by Jeff Hammerbacher and Facebook's Data Infrastructure Team in 2007. It was later handed over to the Apache Software Foundation (ASF) in 2008, evolving as an open-source project with contributions from developers worldwide.<\/p>"},{"question":"Question: How does Apache Hive work, and what is its internal structure?","answer":"<p>Answer: Apache Hive translates SQL-like queries (Hive Query Language or HQL) into MapReduce, Tez, or Spark jobs to interact with Hadoop's distributed data. It consists of three main components: HiveQL (SQL-like language), Metastore (metadata repository), and Execution Engine (processing the queries).<\/p>"},{"question":"Question: What are the key features of Apache Hive?","answer":"<p>Answer: Apache Hive offers scalability for handling large datasets, ease of use with its SQL-like interface, extensibility with user-defined functions (UDFs), partitioning for efficient querying, and support for various data formats like TextFile, SequenceFile, ORC, and Parquet.<\/p>"},{"question":"Question: What are the types of Apache Hive, and how do they differ?","answer":"<p>Answer: Apache Hive can be categorized into Batch Processing and Interactive Processing. Batch Processing uses MapReduce and is suitable for offline analytics, while Interactive Processing leverages Tez or Spark, offering faster query response times and real-time queries.<\/p>"},{"question":"Question: How can I use Apache Hive, and what challenges might I face?","answer":"<p>Answer: Apache Hive finds applications in big data analytics, business intelligence, and data warehousing. Challenges may include higher latency for real-time queries and complexities with certain queries. Solutions involve leveraging interactive processing, query optimization, and caching.<\/p>"},{"question":"Question: How does Apache Hive compare with similar technologies like Apache Hadoop, Apache Pig, and Apache Spark?","answer":"<p>Answer: Apache Hive provides a SQL-like interface for querying and managing data in Hadoop, making it more accessible to SQL-savvy users compared to Hadoop. It differs from Apache Pig by using a SQL-like language instead of a data flow language. With the integration of Spark, Hive achieves lower latency compared to its historical reliance on MapReduce.<\/p>"},{"question":"Question: What can we expect for the future of Apache Hive?","answer":"<p>Answer: The future of Apache Hive looks promising with a focus on real-time processing, machine learning integration, and unified processing engines to optimize performance and resource utilization.<\/p>"},{"question":"Question: How can proxy servers like OneProxy be associated with Apache Hive?","answer":"<p>Answer: Proxy servers like OneProxy can enhance security, load balancing, caching, and anonymity when working with Hive clusters, providing an additional layer of protection and privacy for users.<\/p>"},{"question":"Question: Where can I find more information about Apache Hive?","answer":"<p>Answer: For more information about Apache Hive, visit the official Apache Hive website (<a href=\"https:\/\/hive.apache.org\/\" target=\"_new\">https:\/\/hive.apache.org\/<\/a>), the Apache Hive documentation (<a href=\"https:\/\/cwiki.apache.org\/confluence\/display\/Hive\/Home\" target=\"_new\">https:\/\/cwiki.apache.org\/confluence\/display\/Hive\/Home<\/a>), or the Apache Software Foundation website (<a href=\"https:\/\/www.apache.org\/\" target=\"_new\">https:\/\/www.apache.org\/<\/a>).<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/475878","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/475878\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/467616"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=475878"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}