{"id":6752,"date":"2026-07-29T17:00:43","date_gmt":"2026-07-29T13:30:43","guid":{"rendered":"https:\/\/parmin.cloud\/blog\/?p=6752"},"modified":"2026-07-29T17:07:13","modified_gmt":"2026-07-29T13:37:13","slug":"%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%86%d8%b5%d8%a8-%d9%88-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-timescaledb-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-24-04","status":"publish","type":"post","link":"https:\/\/parmin.cloud\/blog\/%d8%a2%d9%85%d9%88%d8%b2%d8%b4-%d9%86%d8%b5%d8%a8-%d9%88-%d8%a7%d8%b3%d8%aa%d9%81%d8%a7%d8%af%d9%87-%d8%a7%d8%b2-timescaledb-%d8%b1%d9%88%db%8c-%d8%a7%d9%88%d8%a8%d9%88%d9%86%d8%aa%d9%88-24-04\/","title":{"rendered":"\u0622\u0645\u0648\u0632\u0634 \u0646\u0635\u0628 \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 TimescaleDB \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04"},"content":{"rendered":"

\u0645\u0642\u062f\u0645\u0647<\/strong> \u0628\u0633\u06cc\u0627\u0631\u06cc \u0627\u0632 \u0627\u067e\u0644\u06cc\u06a9\u06cc\u0634\u0646\u200c\u0647\u0627\u060c \u0645\u0627\u0646\u0646\u062f \u0633\u06cc\u0633\u062a\u0645\u200c\u0647\u0627\u06cc \u0645\u0627\u0646\u06cc\u062a\u0648\u0631\u06cc\u0646\u06af \u0648 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u0628\u0639\u062f\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0627\u06cc\u0646 \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627 \u0627\u063a\u0644\u0628 \u0646\u062d\u0648\u0647 \u062a\u063a\u06cc\u06cc\u0631 \u06cc\u06a9 \u062f\u0627\u062f\u0647 \u06cc\u0627 \u0633\u06cc\u0633\u062a\u0645 \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0628\u0631\u0631\u0633\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0648\u0627\u0631\u062f\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0633\u0631\u06cc\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc (Time Series) \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u061b \u0628\u0647 \u0627\u06cc\u0646 \u0645\u0639\u0646\u0627 \u06a9\u0647 \u0647\u0631 \u0646\u0642\u0637\u0647 \u062f\u0627\u062f\u0647 \u0628\u0627 \u06cc\u06a9 \u062a\u0627\u06cc\u0645\u200c\u0627\u0633\u062a\u0645\u067e (Timestamp) \u0647\u0645\u0631\u0627\u0647 \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0645\u0648\u0646\u0647 \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n

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2020-06-01 09:00:00 server.cpu.1 0.9<\/div>\n
2020-06-01 09:00:00 server.cpu.15 0.8<\/div>\n
2020-06-01 09:01:00 server.cpu.1 0.9<\/div>\n
2020-06-01 09:01:00 server.cpu.15 0.8<\/div>\n
…<\/div>\n<\/div>\n
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\u0627\u0647\u0645\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0627\u062e\u06cc\u0631\u0627\u064b \u0628\u0647 \u0644\u0637\u0641 \u0627\u0633\u062a\u0642\u0631\u0627\u0631 \u062c\u062f\u06cc\u062f \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0627\u0634\u06cc\u0627 (IoT) \u0648 \u0627\u06cc\u0646\u062a\u0631\u0646\u062a \u0635\u0646\u0639\u062a\u06cc \u0627\u0634\u06cc\u0627 (IIoT) \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0641\u062a\u0647 \u0627\u0633\u062a. \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u0646\u062f \u06a9\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0631\u0627 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f: \u0631\u062f\u06cc\u0627\u0628\u200c\u0647\u0627\u06cc \u062a\u0646\u0627\u0633\u0628 \u0627\u0646\u062f\u0627\u0645\u060c \u0633\u0627\u0639\u062a\u200c\u0647\u0627\u06cc \u0647\u0648\u0634\u0645\u0646\u062f\u060c \u0627\u06cc\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0647\u0648\u0627\u0634\u0646\u0627\u0633\u06cc \u062e\u0627\u0646\u06af\u06cc \u0648 \u0633\u0646\u0633\u0648\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641. \u0627\u06cc\u0646 \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0632\u06cc\u0627\u062f\u06cc \u0631\u0627 \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0648 \u062a\u0645\u0627\u0645 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u062f\u0631 \u062c\u0627\u06cc\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0634\u0648\u0646\u062f.<\/p>\n

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\u0645\u0639\u0645\u0648\u0644\u0627\u064b \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc (Relational) \u06a9\u0644\u0627\u0633\u06cc\u06a9 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646 \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0645\u06cc\u0634\u0647 \u0628\u0631\u0627\u06cc \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u0646\u0627\u0633\u0628 \u0646\u06cc\u0633\u062a\u0646\u062f. \u0647\u0646\u06af\u0627\u0645\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u067e\u0631\u062f\u0627\u0632\u0634 \u0645\u0642\u062f\u0627\u0631 \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u062f\u0647 \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u062f\u0627\u0631\u06cc\u062f\u060c \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0628\u0633\u06cc\u0627\u0631 \u06a9\u064f\u0646\u062f \u0628\u0627\u0634\u0646\u062f. \u0628\u0647 \u0647\u0645\u06cc\u0646 \u062f\u0644\u06cc\u0644\u060c \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u0648\u06cc\u0698\u0647 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f (\u06a9\u0647 \u0627\u063a\u0644\u0628 NoSQL \u0646\u0627\u0645\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f) \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0645\u0634\u06a9\u0644\u0627\u062a \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633\u200c\u0647\u0627\u06cc \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0634\u062f\u0647\u200c\u0627\u0646\u062f.<\/p>\n

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TimescaleDB \u06cc\u06a9 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u0645\u062a\u0646\u200c\u0628\u0627\u0632 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0628\u0647 \u0635\u0648\u0631\u062a \u06cc\u06a9 \u0627\u0641\u0632\u0648\u0646\u0647 (Extension) \u0628\u0631\u0627\u06cc PostgreSQL \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0648 \u0633\u0647\u0648\u0644\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0631\u0627 \u0628\u0627 \u0633\u0631\u0639\u062a \u067e\u0627\u06cc\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 NoSQL \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0628\u0647 \u0634\u0645\u0627 \u0627\u062c\u0627\u0632\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f \u0627\u0632 PostgreSQL \u0647\u0645 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc \u0648 \u0647\u0645 \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u062f\u0631 \u06cc\u06a9 \u0645\u06a9\u0627\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f.<\/p>\n

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\u0628\u0627 \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u0634\u0645\u0627 TimescaleDB \u0631\u0627 \u0631\u0648\u06cc \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u0646\u0635\u0628 \u0648 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u06a9\u0631\u062f\u0647 \u0648 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u06cc\u062f \u0686\u06af\u0648\u0646\u0647 \u0628\u0627 \u0622\u0646 \u06a9\u0627\u0631 \u06a9\u0646\u06cc\u062f. \u0634\u0645\u0627 \u0628\u0627 \u0627\u06cc\u062c\u0627\u062f \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0648 \u0627\u062c\u0631\u0627\u06cc \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u06cc\u062f. \u062f\u0631 \u0646\u0647\u0627\u06cc\u062a\u060c \u0646\u062d\u0648\u0647 \u062d\u0630\u0641 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u063a\u06cc\u0631\u0636\u0631\u0648\u0631\u06cc \u0631\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u06cc\u062f.<\/p>\n

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\u067e\u06cc\u0634\u200c\u0646\u06cc\u0627\u0632\u0647\u0627<\/strong> \u0628\u0631\u0627\u06cc \u062f\u0646\u0628\u0627\u0644 \u06a9\u0631\u062f\u0646 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0628\u0647 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f:<\/p>\n

    \n
  • \u06cc\u06a9 \u0633\u0631\u0648\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u06a9\u0647 \u0637\u0628\u0642 \u0631\u0627\u0647\u0646\u0645\u0627\u06cc \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0627\u0648\u0644\u06cc\u0647 \u0633\u0631\u0648\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u062f\u0631 \u067e\u0627\u0631\u0645\u06cc\u0646 \u06a9\u0644\u0648\u062f \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0628\u0627\u0634\u062f (\u0634\u0627\u0645\u0644 \u06cc\u06a9 \u06a9\u0627\u0631\u0628\u0631 \u063a\u06cc\u0631 \u0631\u0648\u062a \u0628\u0627 \u062f\u0633\u062a\u0631\u0633\u06cc sudo \u0648 \u0641\u0627\u06cc\u0631\u0648\u0627\u0644).<\/li>\n
  • \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 PostgreSQL \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0634\u0645\u0627 \u0646\u0635\u0628 \u0628\u0627\u0634\u062f. (\u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04\u060c \u0646\u0633\u062e\u0647 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 PostgreSQL \u0646\u0633\u062e\u0647 16 \u0627\u0633\u062a).<\/li>\n<\/ul>\n
    <\/div>\n
    \n

    \u0645\u0631\u062d\u0644\u0647 \u06f1 \u2014 \u0646\u0635\u0628 TimescaleDB<\/h3>\n

    TimescaleDB \u062f\u0631 \u0645\u062e\u0627\u0632\u0646 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 \u0645\u0648\u062c\u0648\u062f \u0646\u06cc\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0622\u0646 \u0631\u0627 \u0627\u0632 \u0645\u062e\u0632\u0646 PPA (Personal Package Archive) \u0627\u062e\u062a\u0635\u0627\u0635\u06cc Timescale \u0646\u0635\u0628 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f.<\/p>\n

    <\/div>\n

    \u0627\u0628\u062a\u062f\u0627 \u0645\u062e\u0632\u0646 APT \u062a\u0627\u06cc\u0645\u200c\u0627\u0633\u06a9\u06cc\u0644 \u0631\u0627 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
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    <\/div>\n<\/div>\n<\/div>\n
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    sudo add-apt-repository ppa:timescale\/timescaledb-ppa<\/div>\n<\/div>\n
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    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n

    \u0628\u0627 \u0641\u0634\u0631\u062f\u0646 \u06a9\u0644\u06cc\u062f ENTER<\/code> \u0627\u06cc\u0646 \u0627\u0642\u062f\u0627\u0645 \u0631\u0627 \u062a\u0627\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f.<\/p>\n

    <\/div>\n

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

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo apt update<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0646\u0635\u0628 \u0631\u0627 \u0627\u062f\u0627\u0645\u0647 \u062f\u0647\u06cc\u062f. \u0627\u0632 \u0622\u0646\u062c\u0627\u06cc\u06cc \u06a9\u0647 \u062f\u0631 \u0627\u0648\u0628\u0648\u0646\u062a\u0648 24.04 \u0627\u0632 PostgreSQL 16 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0646\u0635\u0628 TimescaleDB \u0633\u0627\u0632\u06af\u0627\u0631 \u0628\u0627 \u0627\u06cc\u0646 \u0646\u0633\u062e\u0647 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo apt install timescaledb-postgresql-16<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0646\u06a9\u062a\u0647: \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0627\u0632 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u200c\u062a\u0631 PostgreSQL (\u0645\u0627\u0646\u0646\u062f 9.6.3+ \u06cc\u0627 10.9+) \u0645\u0646\u0633\u0648\u062e \u0634\u062f\u0647 \u0648 \u062f\u0631 \u0646\u0633\u062e\u0647\u200c\u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647 \u062d\u0630\u0641 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/p>\n

    <\/div>\n

    TimescaleDB \u0627\u06a9\u0646\u0648\u0646 \u0646\u0635\u0628 \u0634\u062f\u0647 \u0648 \u0622\u0645\u0627\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a. \u062f\u0631 \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u060c \u0622\u0646 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0631\u062e\u06cc \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0622\u0646 \u0631\u0627 \u062f\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc PostgreSQL \u062a\u063a\u06cc\u06cc\u0631 \u0645\u06cc\u200c\u062f\u0647\u06cc\u062f \u062a\u0627 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0628\u0647\u06cc\u0646\u0647 \u0634\u0648\u062f.<\/p>\n

    <\/div>\n
    \n

    \u0645\u0631\u062d\u0644\u0647 \u06f2 \u2014 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc TimescaleDB<\/h3>\n

    \u0645\u0627\u0698\u0648\u0644 TimescaleDB \u0628\u0627 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 PostgreSQL \u0628\u0647\u200c\u062e\u0648\u0628\u06cc \u06a9\u0627\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f\u060c \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u0628\u0647\u0628\u0648\u062f \u0639\u0645\u0644\u06a9\u0631\u062f \u0648 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0647\u062a\u0631 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u067e\u0631\u062f\u0627\u0632\u0646\u062f\u0647\u060c \u062d\u0627\u0641\u0638\u0647 \u0648 \u062f\u06cc\u0633\u06a9\u060c \u062a\u0648\u0633\u0639\u0647\u200c\u062f\u0647\u0646\u062f\u06af\u0627\u0646 TimescaleDB \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f \u0628\u0631\u062e\u06cc \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0627\u062e\u062a\u0635\u0627\u0635\u06cc \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0628\u0627 \u0627\u0628\u0632\u0627\u0631 timescaledb-tune<\/code> \u06cc\u0627 \u0628\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u062f\u0633\u062a\u06cc \u0641\u0627\u06cc\u0644 postgresql.conf<\/code> \u0627\u0646\u062c\u0627\u0645 \u062f\u0627\u062f.<\/p>\n

    <\/div>\n

    \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 timescaledb-tune<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0641\u0627\u06cc\u0644 postgresql.conf<\/code> \u0631\u0627 \u0645\u06cc\u200c\u062e\u0648\u0627\u0646\u062f \u0648 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062a\u0639\u0627\u0645\u0644\u06cc \u067e\u06cc\u0634\u0646\u0647\u0627\u062f \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0631\u0627 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n

    <\/div>\n

    \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u062c\u0627\u062f\u0648\u06af\u0631 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo timescaledb-tune<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

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

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    Output<\/div>\n
    Using postgresql.conf at this path:<\/div>\n
    \/etc\/postgresql\/16\/main\/postgresql.conf<\/div>\n
    <\/div>\n
    Is this correct? [(y)es\/(n)o]:<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u0628\u0632\u0627\u0631 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0645\u0633\u06cc\u0631 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc (\u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u0646\u0633\u062e\u0647 16) \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u0645\u06cc\u200c\u062f\u0647\u062f\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0628\u0627 \u0648\u0627\u0631\u062f \u06a9\u0631\u062f\u0646 y<\/code> \u0622\u0646 \u0631\u0627 \u062a\u0627\u06cc\u06cc\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    …<\/div>\n
    Is this correct? [(y)es\/(n)o]: y<\/div>\n
    Writing backup to:<\/div>\n
    \/tmp\/timescaledb_tune.backup202005300523<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0633\u067e\u0633\u060c \u0627\u0632 \u0634\u0645\u0627 \u062e\u0648\u0627\u0633\u062a\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0645\u062a\u063a\u06cc\u0631 shared_preload_libraries<\/code> \u0631\u0627 \u0628\u0631\u0627\u06cc \u067e\u06cc\u0634\u200c\u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u0645\u0627\u0698\u0648\u0644 TimescaleDB \u0647\u0646\u06af\u0627\u0645 \u0441\u0442\u0430\u0440\u0442 \u0633\u0631\u0648\u0631 PostgreSQL \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    Output<\/div>\n
    shared_preload_libraries needs to be updated<\/div>\n
    Current:<\/div>\n
    #shared_preload_libraries = ”<\/div>\n
    Recommended:<\/div>\n
    shared_preload_libraries = ‘timescaledb’<\/div>\n
    Is this okay? [(y)es\/(n)o]:<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06cc\u0646 \u0645\u062a\u063a\u06cc\u0631 \u0644\u06cc\u0633\u062a\u06cc \u0627\u0632 \u0645\u0627\u0698\u0648\u0644\u200c\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u067e\u0630\u06cc\u0631\u062f \u06a9\u0647 PostgreSQL \u0628\u0627\u06cc\u062f \u0642\u0628\u0644 \u0627\u0632 \u0631\u0627\u0647\u200c\u0627\u0646\u062f\u0627\u0632\u06cc \u0633\u0631\u0648\u0631 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0622\u0646\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627\u0631\u06af\u0630\u0627\u0631\u06cc \u06a9\u0646\u062f. \u0628\u0627 \u062a\u0627\u06cc\u06cc\u062f \u0627\u06cc\u0646 \u0628\u062e\u0634\u060c timescaledb<\/code> \u0628\u0647 \u0627\u06cc\u0646 \u0644\u06cc\u0633\u062a \u0627\u0636\u0627\u0641\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0627 \u062a\u0627\u06cc\u067e y<\/code> \u0648 \u0641\u0634\u0631\u062f\u0646 ENTER<\/code> \u0627\u06cc\u0646 \u0645\u0627\u0698\u0648\u0644 \u0631\u0627 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    …<\/div>\n
    Is this okay? [(y)es\/(n)o]: y<\/div>\n
    success: shared_preload_libraries will be updated<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0628\u0631 \u0627\u0633\u0627\u0633 \u0645\u0634\u062e\u0635\u0627\u062a \u0633\u0631\u0648\u0631 \u0634\u0645\u0627\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0646\u0638\u06cc\u0645 (Tuning)\u060c y<\/code> \u0631\u0627 \u0628\u0632\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    Output<\/div>\n
    Tune memory\/parallelism\/WAL and other settings? [(y)es\/(n)o]: y<\/div>\n
    Recommendations based on 7.79 GB of available memory and 4 CPUs for PostgreSQL 16<\/div>\n
    …<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u0628\u0632\u0627\u0631 timescaledb-tune<\/code> \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u062d\u0627\u0641\u0638\u0647 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633 \u0633\u0631\u0648\u0631 \u0634\u0645\u0627 \u0631\u0627 \u062a\u0634\u062e\u06cc\u0635 \u062f\u0627\u062f\u0647 \u0648 \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645\u0627\u062a\u06cc \u0645\u0627\u0646\u0646\u062f shared_buffers<\/code> \u0648 work_mem<\/code> \u0631\u0627 \u0645\u062d\u0627\u0633\u0628\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c shared_buffers<\/code> \u062d\u0627\u0641\u0638\u0647 \u0627\u062e\u062a\u0635\u0627\u0635 \u06cc\u0627\u0641\u062a\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0634 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u0639\u06cc\u06cc\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f \u06a9\u0647 \u0628\u0647\u200c\u0637\u0648\u0631 \u067e\u06cc\u0634\u200c\u0641\u0631\u0636 \u067e\u0627\u06cc\u06cc\u0646 \u0627\u0633\u062a \u0648 \u0627\u0628\u0632\u0627\u0631 \u0622\u0646 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0647\u062a\u0631 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0633\u0631\u0648\u0631 \u0634\u0645\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n

    <\/div>\n

    \u0628\u0631\u0627\u06cc \u062a\u0627\u06cc\u06cc\u062f \u0645\u0642\u0627\u062f\u06cc\u0631 \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u06cc\u060c y<\/code> \u0631\u0627 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    …<\/div>\n
    Is this okay? [(y)es\/(s)kip\/(q)uit]: y<\/div>\n
    success: memory settings will be updated<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u062f\u0631 \u0645\u0631\u0627\u062d\u0644 \u0628\u0639\u062f\u06cc\u060c \u067e\u06cc\u0634\u0646\u0647\u0627\u062f\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u0648\u0627\u0632\u06cc\u200c\u0633\u0627\u0632\u06cc (Parallelism)\u060c \u0644\u0627\u06af \u067e\u06cc\u0634\u200c\u0646\u0648\u06cc\u0633 (WAL) \u0648 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0645\u062a\u0641\u0631\u0642\u0647 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0647\u0631 \u0645\u0631\u062d\u0644\u0647 \u06a9\u0627\u0641\u06cc\u0633\u062a y<\/code> \u0648 \u0633\u067e\u0633 ENTER<\/code> \u0631\u0627 \u0628\u0632\u0646\u06cc\u062f \u062a\u0627 \u062a\u0646\u0638\u06cc\u0645\u0627\u062a \u0628\u0647\u06cc\u0646\u0647 \u0631\u0648\u06cc \u0633\u0631\u0648\u0631 \u0634\u0645\u0627 \u0627\u0639\u0645\u0627\u0644 \u0634\u0648\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    Is this okay? [(y)es\/(s)kip\/(q)uit]: y<\/div>\n
    success: parallelism settings will be updated<\/div>\n
    …<\/div>\n
    Is this okay? [(y)es\/(s)kip\/(q)uit]: y<\/div>\n
    success: WAL settings will be updated<\/div>\n
    …<\/div>\n
    Is this okay? [(y)es\/(s)kip\/(q)uit]: y<\/div>\n
    success: miscellaneous settings will be updated<\/div>\n
    Saving changes to: \/etc\/postgresql\/16\/main\/postgresql.conf<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u062f\u0631 \u0646\u062a\u06cc\u062c\u0647\u060c \u0634\u0645\u0627 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0622\u0645\u0627\u062f\u0647 \u0648 \u0628\u0647\u06cc\u0646\u0647\u200c\u0634\u062f\u0647 \u062f\u0631 \u0645\u0633\u06cc\u0631 \/etc\/postgresql\/16\/main\/postgresql.conf<\/code> \u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u0634\u062a.<\/p>\n

    <\/div>\n

    \u0628\u0631\u0627\u06cc \u0627\u0639\u0645\u0627\u0644 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc\u060c \u0628\u0627\u06cc\u062f \u0633\u0631\u0648\u06cc\u0633 PostgreSQL \u0631\u0627 \u0631\u06cc\u200c\u0627\u0633\u062a\u0627\u0631\u062a \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo systemctl restart postgresql.service<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06a9\u0646\u0648\u0646 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0628\u0627 \u067e\u0627\u0631\u0627\u0645\u062a\u0631\u0647\u0627\u06cc \u0628\u0647\u06cc\u0646\u0647 \u0627\u062c\u0631\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0627\u0633\u062a.<\/p>\n

    <\/div>\n
    \n

    \u0645\u0631\u062d\u0644\u0647 \u06f3 \u2014 \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u062c\u062f\u06cc\u062f \u0648 Hypertable<\/h3>\n

    \u0628\u0627 \u0628\u0647\u06cc\u0646\u0647\u200c\u0633\u0627\u0632\u06cc TimescaleDB\u060c \u0634\u0645\u0627 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0647\u0633\u062a\u06cc\u062f. TimescaleDB \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0627\u0641\u0632\u0648\u0646\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc PostgreSQL \u067e\u06cc\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u060c \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0639\u0645\u0644\u06cc\u0627\u062a \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u062a\u0641\u0627\u0648\u062a \u0632\u06cc\u0627\u062f\u06cc \u0628\u0627 \u0639\u0645\u0644\u06cc\u0627\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0631\u0627\u0628\u0637\u0647\u200c\u0627\u06cc \u0646\u062f\u0627\u0631\u062f.<\/p>\n

    <\/div>\n

    \u0627\u0628\u062a\u062f\u0627 \u0648\u0627\u0631\u062f \u062d\u0633\u0627\u0628 \u06a9\u0627\u0631\u0628\u0631\u06cc PostgreSQL \u0634\u0648\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo -u postgres psql<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u06cc\u06a9 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u062c\u062f\u06cc\u062f \u0628\u0647 \u0646\u0627\u0645 timeseries<\/code> \u0627\u06cc\u062c\u0627\u062f \u06a9\u0631\u062f\u0647 \u0648 \u0628\u0647 \u0622\u0646 \u0645\u062a\u0635\u0644 \u0634\u0648\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    CREATE<\/span> DATABASE timeseries;<\/div>\n
    \\c timeseries<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0633\u067e\u0633\u060c \u0627\u0641\u0632\u0648\u0646\u0647 TimescaleDB \u0631\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0641\u0639\u0627\u0644 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    CREATE<\/span> EXTENSION IF<\/span> NOT<\/span> EXISTS<\/span> timescaledb CASCADE<\/span>;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0646\u0642\u0637\u0647 \u0627\u0635\u0644\u06cc \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u062f\u0631 TimescaleDB\u060c Hypertable \u0647\u0627 \u0647\u0633\u062a\u0646\u062f. \u06cc\u06a9 Hypertable \u06cc\u06a9 \u0627\u0646\u062a\u0632\u0627\u0639 \u0627\u0632 \u0686\u0646\u062f\u06cc\u0646 \u062c\u062f\u0648\u0644 \u0645\u062c\u0632\u0627\u0633\u062a \u06a9\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0642\u0637\u0639\u0627\u062a (Chunks) \u0646\u06af\u0647 \u0645\u06cc\u200c\u062f\u0627\u0631\u0646\u062f.<\/p>\n

    <\/div>\n

    \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u06cc\u06a9 Hypertable\u060c \u0627\u0628\u062a\u062f\u0627 \u06cc\u06a9 \u062c\u062f\u0648\u0644 \u0645\u0639\u0645\u0648\u0644\u06cc SQL \u0645\u06cc\u200c\u0633\u0627\u0632\u06cc\u062f \u0648 \u0633\u067e\u0633 \u0622\u0646 \u0631\u0627 \u0627\u0632 \u0637\u0631\u06cc\u0642 \u062a\u0627\u0628\u0639 create_hypertable<\/code> \u0628\u0647 Hypertable \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0622\u0645\u0648\u0632\u0634\u060c \u062c\u062f\u0648\u0644\u06cc \u0645\u06cc\u200c\u0633\u0627\u0632\u06cc\u0645 \u06a9\u0647 \u062f\u0645\u0627 \u0648 \u0631\u0637\u0648\u0628\u062a \u062f\u0633\u062a\u06af\u0627\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u062b\u0628\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    CREATE<\/span> TABLE<\/span> conditions (<\/div>\n
    time<\/span> TIMESTAMP<\/span> WITH<\/span> TIME<\/span> ZONE<\/span> NOT<\/span> NULL<\/span>,<\/div>\n
    device_id TEXT,<\/div>\n
    temperature NUMERIC<\/span>,<\/div>\n
    humidity NUMERIC<\/span><\/div>\n
    );<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06cc\u0646 \u062f\u0633\u062a\u0648\u0631 \u062c\u062f\u0648\u0644\u06cc \u0628\u0627 \u0646\u0627\u0645 conditions<\/code> \u0648 \u0686\u0647\u0627\u0631 \u0633\u062a\u0648\u0646 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0633\u062a\u0648\u0646 \u0627\u0648\u0644 \u0632\u0645\u0627\u0646 \u0631\u0627 \u0628\u0627 \u0645\u0646\u0637\u0642\u0647 \u0632\u0645\u0627\u0646\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0646\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062e\u0627\u0644\u06cc \u0628\u0627\u0634\u062f. \u0627\u06a9\u0646\u0648\u0646 \u0627\u0632 \u0633\u062a\u0648\u0646 time<\/code> \u0628\u0631\u0627\u06cc \u062a\u0628\u062f\u06cc\u0644 \u062c\u062f\u0648\u0644 \u0628\u0647 \u06cc\u06a9 Hypertable \u06a9\u0647 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0632\u0645\u0627\u0646 \u067e\u0627\u0631\u062a\u06cc\u0634\u0646\u200c\u0628\u0646\u062f\u06cc \u0634\u062f\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u06cc\u0645:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT create_hypertable(‘conditions’, ‘time’);<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631\u06cc\u0627\u0641\u062a \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    Output<\/div>\n
    create_hypertable<\/div>\n
    ————————-<\/div>\n
    (1,public,conditions,t)<\/div>\n
    (1 row)<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n
    \n

    \u0645\u0631\u062d\u0644\u0647 \u06f4 \u2014 \u062f\u0631\u062c (Write) \u0648 \u062d\u0630\u0641 (Delete) \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/h3>\n

    \u062f\u0631 \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647\u060c \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f SQL \u062f\u0631\u062c \u0645\u06cc\u200c\u06a9\u0646\u06cc\u062f. \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0627 \u062f\u0633\u062a\u0648\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f INSERT<\/code> \u062f\u0631 Hypertable \u0642\u0631\u0627\u0631 \u062f\u0627\u062f. \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0646\u0645\u0648\u0646\u0647 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u06af\u0627\u0647 \u0641\u0631\u0636\u06cc weather-pro-000000<\/code> \u062f\u0631\u062c \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    INSERT INTO conditions(time, device_id, temperature, humidity)<\/div>\n
    VALUES (NOW(), ‘weather-pro-000000’, 84.1, 84.1);<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0686\u0646\u062f\u06cc\u0646 \u0631\u062f\u06cc\u0641 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0628\u0647\u200c\u0637\u0648\u0631 \u0647\u0645\u0632\u0645\u0627\u0646 \u0648\u0627\u0631\u062f \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    INSERT INTO conditions<\/div>\n
    VALUES<\/div>\n
    (NOW(), ‘weather-pro-000002’, 71.0, 51.0),<\/div>\n
    (NOW(), ‘weather-pro-000003’, 70.5, 50.5),<\/div>\n
    (NOW(), ‘weather-pro-000004’, 70.0, 50.2);<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06af\u0631 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u06cc\u062f \u062f\u0627\u062f\u0647\u200c\u0627\u06cc \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f\u060c \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f DELETE<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc\u06cc \u0628\u0627 \u062f\u0645\u0627\u06cc \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0632 \u06f8\u06f0 \u06cc\u0627 \u0631\u0637\u0648\u0628\u062a \u0628\u0627\u0644\u0627\u062a\u0631 \u0627\u0632 \u06f5\u06f0 \u0631\u0627 \u062d\u0630\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    DELETE FROM conditions WHERE temperature > 80;<\/div>\n
    DELETE FROM conditions WHERE humidity > 50;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u067e\u0633 \u0627\u0632 \u0639\u0645\u0644\u06cc\u0627\u062a \u062d\u0630\u0641\u060c \u062a\u0648\u0635\u06cc\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f \u0627\u0632 \u062f\u0633\u062a\u0648\u0631 VACUUM<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u0641\u0636\u0627\u06cc \u0627\u0634\u063a\u0627\u0644\u200c\u0634\u062f\u0647 \u062a\u0648\u0633\u0637 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062d\u0630\u0641 \u0634\u062f\u0647 \u0628\u0627\u0632\u06af\u0631\u062f\u0627\u0646\u062f\u0647 \u0634\u0648\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    VACUUM conditions;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0628\u0631\u0627\u06cc \u062f\u0631\u062c \u062d\u062c\u0645 \u0639\u0638\u06cc\u0645\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 (\u0645\u062b\u0644\u0627\u064b \u0627\u0632 \u06cc\u06a9 \u0641\u0627\u06cc\u0644 CSV)\u060c \u0627\u0632 \u067e\u0627\u06cc\u06af\u0627\u0647 \u062f\u0627\u062f\u0647 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f (\\q<\/code>) \u0648 \u0633\u067e\u0633 \u062f\u06cc\u062a\u0627\u0633\u062a \u0646\u0645\u0648\u0646\u0647 \u0631\u0627 \u062f\u0627\u0646\u0644\u0648\u062f \u0648 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    wget https:\/\/timescaledata.blob.core.windows.net\/datasets\/weather_small.tar.gz<\/div>\n
    tar -xvzf weather_small.tar.gz<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0633\u067e\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u062e\u0648\u062f \u0648\u0627\u0631\u062f (Import) \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo -u postgres psql -d timeseries -c “\\COPY conditions FROM weather_small_conditions.csv CSV”<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u067e\u0633 \u0627\u0632 \u062a\u06a9\u0645\u06cc\u0644 \u0648\u0631\u0648\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u062e\u0631\u0648\u062c\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u062e\u0648\u0627\u0647\u06cc\u062f \u06a9\u0631\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    Output<\/div>\n
    COPY 1000000<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n
    \n

    \u0645\u0631\u062d\u0644\u0647 \u06f5 \u2014 \u06a9\u0648\u0626\u0631\u06cc \u06af\u0631\u0641\u062a\u0646 (Querying) \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/h3>\n

    \u0627\u06a9\u0646\u0648\u0646 \u06a9\u0647 \u062c\u062f\u0648\u0644 \u0634\u0645\u0627 \u062d\u0627\u0648\u06cc \u062f\u0627\u062f\u0647 \u0627\u0633\u062a\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u06a9\u0648\u0626\u0631\u06cc\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0622\u0646 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f. \u0645\u062c\u062f\u062f\u0627\u064b \u0648\u0627\u0631\u062f \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u0634\u0648\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo -u postgres psql -d timeseries<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u06f1\u06f0 \u0631\u06a9\u0648\u0631\u062f \u0622\u062e\u0631 \u0627\u0632 Hypertable\u060c \u062f\u0633\u062a\u0648\u0631 \u0632\u06cc\u0631 \u0631\u0627 \u0627\u062c\u0631\u0627 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT * FROM conditions LIMIT 10;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

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

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT * FROM conditions ORDER BY time DESC LIMIT 20;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u062f\u0633\u062a\u0648\u0631\u0627\u062a \u0627\u0633\u062a\u0627\u0646\u062f\u0627\u0631\u062f SQL\u060c TimescaleDB \u062a\u0648\u0627\u0628\u0639 \u062e\u0627\u0635\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc \u0632\u0645\u0627\u0646\u06cc \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u0628\u0631\u0627\u06cc \u06cc\u0627\u0641\u062a\u0646 \u0645\u06cc\u0627\u0646\u0647 (Median) \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0645\u0627 \u0627\u0632 \u062a\u0627\u0628\u0639 percentile_cont<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT percentile_cont(0.5)<\/div>\n
    WITHIN GROUP (ORDER BY temperature)<\/div>\n
    FROM conditions<\/div>\n
    WHERE device_id = ‘weather-pro-000000’;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0622\u062e\u0631\u06cc\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062b\u0628\u062a \u0634\u062f\u0647 \u0647\u0631 \u0633\u0646\u0633\u0648\u0631\u060c \u0627\u0632 \u062a\u0627\u0628\u0639 last<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT device_id, last(temperature, time)<\/div>\n
    FROM conditions<\/div>\n
    GROUP BY device_id;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0645\u062b\u0627\u0644 \u0632\u06cc\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647\u200c\u062a\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u06a9\u0648\u0626\u0631\u06cc \u0645\u06cc\u0627\u0646\u06af\u06cc\u0646\u060c \u062d\u062f\u0627\u0642\u0644 \u0648 \u062d\u062f\u0627\u06a9\u062b\u0631 \u062f\u0645\u0627\u06cc \u0633\u0627\u0639\u062a\u06cc \u0631\u0627 \u0628\u0631\u0627\u06cc \u06cc\u06a9 \u0633\u0646\u0633\u0648\u0631 \u062e\u0627\u0635 \u062f\u0631 \u06f2\u06f4 \u0633\u0627\u0639\u062a \u06af\u0630\u0634\u062a\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT time_bucket(‘1 hour’, time) “hour”,<\/div>\n
    trunc(avg(temperature), 2) avg_temp,<\/div>\n
    trunc(min(temperature), 2) min_temp,<\/div>\n
    trunc(max(temperature), 2) max_temp<\/div>\n
    FROM conditions<\/div>\n
    WHERE device_id = ‘weather-pro-000000’<\/div>\n
    GROUP BY “hour” ORDER BY “hour” DESC LIMIT 24;<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u062f\u0631 \u0627\u06cc\u0646\u062c\u0627 \u0627\u0632 \u062a\u0627\u0628\u0639 \u0642\u062f\u0631\u062a\u0645\u0646\u062f time_bucket<\/code> \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u062f\u0647 \u0627\u0633\u062a \u06a9\u0647 \u0646\u0633\u062e\u0647 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647\u200c\u062a\u0631 \u062a\u0627\u0628\u0639 date_trunc<\/code> \u062f\u0631 PostgreSQL \u0645\u062d\u0633\u0648\u0628 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n

    <\/div>\n
    \n

    \u0645\u0631\u062d\u0644\u0647 \u06f6 \u2014 \u067e\u06cc\u06a9\u0631\u0628\u0646\u062f\u06cc \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u062d\u0630\u0641 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/h3>\n

    \u0628\u0627 \u0627\u0646\u0628\u0627\u0634\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u060c \u0641\u0636\u0627\u06cc \u0628\u06cc\u0634\u062a\u0631\u06cc \u0631\u0648\u06cc \u0647\u0627\u0631\u062f \u062f\u06cc\u0633\u06a9 \u0634\u0645\u0627 \u0627\u0634\u063a\u0627\u0644 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0628\u0631\u0627\u06cc \u0630\u062e\u06cc\u0631\u0647 \u0641\u0636\u0627\u060c TimescaleDB \u0642\u0627\u0628\u0644\u06cc\u062a \u0641\u0634\u0631\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/p>\n

    <\/div>\n

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

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    ALTER TABLE conditions SET (<\/div>\n
    timescaledb.compress,<\/div>\n
    timescaledb.compress_segmentby = ‘device_id’<\/div>\n
    );<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0647\u0645\u0686\u0646\u06cc\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f TimescaleDB \u0631\u0627 \u062a\u0646\u0638\u06cc\u0645 \u06a9\u0646\u06cc\u062f \u062a\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u067e\u0633 \u0627\u0632 \u06cc\u06a9 \u062f\u0648\u0631\u0647 \u0632\u0645\u0627\u0646\u06cc \u0645\u0634\u062e\u0635 \u0628\u0647\u200c\u0637\u0648\u0631 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0641\u0634\u0631\u062f\u0647 \u06a9\u0646\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT add_compress_chunks_policy(‘conditions’, INTERVAL ‘7 days’);<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06af\u0631 \u0646\u06cc\u0627\u0632\u06cc \u0628\u0647 \u0646\u06af\u0647\u062f\u0627\u0631\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc\u200c\u0645\u062f\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u062f\u0627\u0631\u06cc\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc \u0631\u0627 \u062d\u0630\u0641 \u06a9\u0646\u06cc\u062f. \u0628\u0631\u0627\u06cc \u0627\u06cc\u0646 \u06a9\u0627\u0631 \u062a\u0627\u0628\u0639 \u062e\u0627\u0635\u06cc \u0628\u0647 \u0646\u0627\u0645 drop_chunks<\/code> \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f:<\/p>\n

    <\/div>\n
    \n
    sql<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    SELECT drop_chunks(interval ’24 hours’, ‘conditions’);<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u0627\u06cc\u0646 \u06a9\u0648\u0626\u0631\u06cc \u062a\u0645\u0627\u0645 \u0642\u0637\u0639\u0627\u062a (Chunks) \u062f\u0627\u0631\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06ccolder \u0627\u0632 \u06f2\u06f4 \u0633\u0627\u0639\u062a \u06af\u0630\u0634\u062a\u0647 \u0631\u0627 \u0627\u0632 \u062c\u062f\u0648\u0644 conditions<\/code> \u062d\u0630\u0641 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n

    <\/div>\n

    \u0628\u0631\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u0633\u0627\u0632\u06cc \u062d\u0630\u0641 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0642\u062f\u06cc\u0645\u06cc\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u06cc\u06a9 \u0648\u0638\u06cc\u0641\u0647 Cron \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u06cc\u062f. \u0627\u0632 \u062f\u06cc\u062a\u0627\u0628\u06cc\u0633 \u062e\u0627\u0631\u062c \u0634\u0648\u06cc\u062f (\\q<\/code>) \u0648 \u0633\u067e\u0633 crontab \u0631\u0627 \u0648\u06cc\u0631\u0627\u06cc\u0634 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    bash<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    sudo crontab -e<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

    \u062e\u0637 \u0632\u06cc\u0631 \u0631\u0627 \u0628\u0647 \u0627\u0646\u062a\u0647\u0627\u06cc \u0641\u0627\u06cc\u0644 \u0627\u0636\u0627\u0641\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n

    <\/div>\n
    \n
    text<\/div>\n
    \n
    \n
    <\/div>\n<\/div>\n<\/div>\n
    \n
    \n
    \n
    <\/div>\n
    \n
    \n
    0 1 * * * \/usr\/bin\/psql -h localhost -p 5432 -U postgres -d postgres -c “SELECT drop_chunks(interval ’24 hours’, ‘conditions’);” >\/dev\/null 2>&1<\/div>\n<\/div>\n
    <\/div>\n
    <\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
    <\/div>\n<\/div>\n
    <\/div>\n

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    <\/div>\n
    \n

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    <\/div>\n

    \u0627\u06a9\u0646\u0648\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0646\u06cc\u062f. TimescaleDB \u0628\u0627 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc (Visualization) \u06a9\u0647 \u0627\u0632 PostgreSQL \u067e\u0634\u062a\u06cc\u0628\u0627\u0646\u06cc \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0645\u0627\u0646\u0646\u062f Grafana\u060c \u0633\u0627\u0632\u06af\u0627\u0631 \u0627\u0633\u062a.<\/p>\n

    \u0627\u0632 \u0647\u0645\u0631\u0627\u0647\u06cc \u0634\u0645\u0627 \u0628\u0627 \u067e\u0627\u0631\u0645\u06cc\u0646 \u06a9\u0644\u0648\u062f<\/a><\/strong> \u0633\u067e\u0627\u0633\u06af\u0632\u0627\u0631\u06cc\u0645.<\/p>\n","protected":false},"excerpt":{"rendered":"

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