{"id":143994,"date":"2025-09-22T17:11:59","date_gmt":"2025-09-22T15:11:59","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/reliz-subd-duckdb-1-4-0-s-podderzhkoj-shifrovaniya-bd"},"modified":"2025-09-22T17:11:59","modified_gmt":"2025-09-22T15:11:59","slug":"reliz-subd-duckdb-1-4-0-s-podderzhkoj-shifrovaniya-bd","status":"publish","type":"post","link":"https:\/\/prohoster.info\/cs\/blog\/news\/reliz-subd-duckdb-1-4-0-s-podderzhkoj-shifrovaniya-bd","title":{"rendered":"Vyd\u00e1n\u00ed datab\u00e1zov\u00e9ho syst\u00e9mu DuckDB 1.4.0 s podporou \u0161ifrov\u00e1n\u00ed datab\u00e1z\u00ed","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Bylo vyd\u00e1no vyd\u00e1n\u00ed datab\u00e1zov\u00e9ho syst\u00e9mu DuckDB 1.4.0, zam\u011b\u0159en\u00e9ho na prov\u00e1d\u011bn\u00ed analytick\u00fdch dotaz\u016f a konceptu\u00e1ln\u011b p\u0159ipom\u00ednaj\u00edc\u00edho SQLite. DuckDB kombinuje vlastnosti SQLite, jako je kompaktnost, p\u0159ipojen\u00ed ve form\u011b vestav\u011bn\u00e9 knihovny, ukl\u00e1d\u00e1n\u00ed datab\u00e1z\u00ed do jedin\u00e9ho souboru a CLI rozhran\u00ed, s mo\u017enostmi a optimalizacemi pro prov\u00e1d\u011bn\u00ed analytick\u00fdch dotaz\u016f pokr\u00fdvaj\u00edc\u00edch v\u00fdznamnou \u010d\u00e1st ulo\u017een\u00fdch dat, nap\u0159\u00edklad prov\u00e1d\u011bj\u00edc\u00ed agregaci cel\u00e9ho obsahu tabulek nebo slou\u010den\u00ed n\u011bkolika velk\u00fdch tabulek. K\u00f3d projektu je naps\u00e1n v jazyce C++ a \u0161\u00ed\u0159\u00ed se pod licenc\u00ed MIT.     <\/p>\n<p>DuckDB poskytuje roz\u0161\u00ed\u0159en\u00fd dialekt jazyka SQL, kter\u00fd zahrnuje dal\u0161\u00ed mo\u017enosti pro zpracov\u00e1n\u00ed velmi slo\u017eit\u00fdch a dlouho b\u011b\u017e\u00edc\u00edch dotaz\u016f. Je mo\u017en\u00e9 pou\u017e\u00edvat slo\u017eit\u00e9 typy (pole, struktury, unie), jako\u017e i vykon\u00e1vat libovoln\u00e9 a vno\u0159en\u00e9 korelovan\u00e9 poddotazy. Podporuje se sou\u010dasn\u00e9 prov\u00e1d\u011bn\u00ed n\u011bkolika dotaz\u016f a mo\u017enost spou\u0161t\u011bt dotazy p\u0159\u00edmo z soubor\u016f ve form\u00e1tech CSV a Parquet. Je dostupn\u00e1 podpora importu z datab\u00e1zov\u00e9ho syst\u00e9mu PostgreSQL.    <\/p>\n<p>Projekt vyu\u017e\u00edv\u00e1 shell ze SQLite, parser z PostgreSQL, komponentu Date Math z MonetDB, vlastn\u00ed implementaci okenn\u00edch funkc\u00ed (na z\u00e1klad\u011b algoritmu Segment Tree Aggregation), zpracovatele regul\u00e1rn\u00edch v\u00fdraz\u016f zalo\u017een\u00e9ho na knihovn\u011b RE2, vlastn\u00ed optimaliz\u00e1tor dotaz\u016f, MVCC mechanismus spr\u00e1vy sou\u010dasn\u00e9ho vykon\u00e1v\u00e1n\u00ed \u00faloh (Multi-Version Concurrency Control) a vektorov\u00fd engine pro vykon\u00e1v\u00e1n\u00ed dotaz\u016f na z\u00e1klad\u011b algoritmu Hyper-Pipelining Query Execution, kter\u00fd umo\u017e\u0148uje zpracov\u00e1vat velk\u00e9 sady hodnot v jednom kroku.    <\/p>\n<p>V nov\u00e9 verzi:  <\/p>\n<ul>\n<li class=\"l\"> Byla p\u0159id\u00e1na podpora pro ukl\u00e1d\u00e1n\u00ed soubor\u016f DB v za\u0161ifrovan\u00e9 podob\u011b. Pro \u0161ifrov\u00e1n\u00ed se pou\u017e\u00edv\u00e1 algoritmus AES-256 v re\u017eimu GCM. \u0160ifruje se nejen hlavn\u00ed soubor s daty, ale tak\u00e9 WAL-logy a do\u010dasn\u00e9 soubory. Kl\u00ed\u010de pro \u0161ifrov\u00e1n\u00ed DB se zad\u00e1vaj\u00ed p\u0159\u00edkazem ATTACH p\u0159es parametr ENCRYPTION_KEY.         ATTACH 'encrypted.db' AS enc_db (ENCRYPTION_KEY 'quack_quack');\n<li class=\"l\"> Byla p\u0159id\u00e1na podpora p\u0159\u00edkazu 'MERGE INTO', kter\u00fd m\u016f\u017ee b\u00fdt pou\u017eit jako alternativa k v\u00fdrazu 'INSERT \u2026 ON CONFLICT', nevy\u017eaduj\u00edc\u00ed prim\u00e1rn\u00ed kl\u00ed\u010d a funguj\u00edc\u00ed s libovoln\u00fdmi podm\u00ednkami slou\u010den\u00ed. P\u0159\u00edkaz 'MERGE INTO' umo\u017e\u0148uje vytv\u00e1\u0159et podm\u00ednkov\u00e1 SQL-v\u00fdrazy, kter\u00e9 kombinuj\u00ed v jednom v\u00fdrazu operace INSERT, UPDATE a DELETE. Nap\u0159\u00edklad pomoc\u00ed MERGE lze uspo\u0159\u00e1dat slou\u010den\u00ed dvou tabulek, vlo\u017een\u00edm chyb\u011bj\u00edc\u00edch z\u00e1znam\u016f a aktualizov\u00e1n\u00edm existuj\u00edc\u00edch.        WITH deletes(item_id, delete_threshold) AS (VALUES (10, 3000))         MERGE INTO Stock             USING deletes USING (item_id)         WHEN MATCHED AND balance &lt; delete_threshold             THEN DELETE         RETURNING merge_action, *;        \n\n<li class=\"l\"> Krom\u011b toho byla p\u0159id\u00e1na podpora z\u00e1pisov\u00fdch operac\u00ed pro tabulky ve form\u00e1tu Apache Iceberg (d\u0159\u00edve byla podporov\u00e1na pouze \u010dten\u00ed), co\u017e umo\u017e\u0148uje p\u0159esun dat z Iceberg do DuckDB a naopak.\n<li class=\"l\"> Do klienta p\u0159\u00edkazov\u00e9ho \u0159\u00e1dku byl p\u0159id\u00e1n ukazatel pokroku vykon\u00e1v\u00e1n\u00ed operace s p\u0159edpov\u011bd\u00ed zb\u00fdvaj\u00edc\u00edho \u010dasu do dokon\u010den\u00ed.\n<li class=\"l\"> Byla p\u0159id\u00e1na oknov\u00e1 funkce 'FILL', kterou lze pou\u017e\u00edt pro interpolaci chyb\u011bj\u00edc\u00edch hodnot v se\u0159azen\u00fdch oknech.         FROM (VALUES (1, 1), (2, NULL), (3, 42)) t(c1, c2)     SELECT fill(c2) OVER (ORDER BY c1) f;     1      21     42\n<li class=\"l\"> Byl realizov\u00e1n dopln\u011bk Teradata Connector pro p\u0159ipojen\u00ed k datab\u00e1z\u00edm Teradata. Dopln\u011bk umo\u017e\u0148uje manipulaci s tabulkami, prov\u00e1d\u011bn\u00ed dotaz\u016f a spou\u0161t\u011bn\u00ed SQL p\u0159\u00edkaz\u016f p\u0159\u00edmo v Teradata s vyu\u017eit\u00edm DuckDB.\n<li class=\"l\"> Byla p\u0159id\u00e1na podpora pro zaji\u0161t\u011bn\u00ed stavu (checkpoint) tabulek ulo\u017een\u00fdch v pam\u011bti, co\u017e umo\u017enilo realizaci podpory komprese. Krom\u011b toho se p\u0159i zaji\u0161t\u011bn\u00ed stavu prov\u00e1d\u00ed \u00faklid odstran\u011bn\u00fdch \u0159\u00e1dk\u016f a uvoln\u011bn\u00ed m\u00edsta po operac\u00edch odstran\u011bn\u00ed.       ATTACH ':memory:' AS memory_compressed (COMPRESS);\n<li class=\"l\"> Bylo navr\u017eeno n\u011bkolik optimalizac\u00ed v\u00fdkonu: Implementace t\u0159\u00edd\u011bn\u00ed byla p\u0159evedena na pou\u017eit\u00ed algoritmu k-cestn\u00e9ho slou\u010den\u00ed (k-way merge sort), co\u017e sni\u017euje pohyb dat. Obecn\u00e9 tabulkov\u00e9 v\u00fdrazy (Common Table Expression, CTE) jsou nyn\u00ed standardn\u011b materializov\u00e1ny.          <\/ul>\n<p>Zdroj: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/www.opennet.ru\/opennews\/art.shtml?num=63922\">opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u0432\u044b\u043f\u0443\u0441\u043a \u0421\u0423\u0411\u0414 DuckDB 1.4.0, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 \u043a\u043e\u043d\u0446\u0435\u043f\u0442\u0443\u0430\u043b\u044c\u043d\u043e \u043d\u0430\u043f\u043e\u043c\u0438\u043d\u0430\u044e\u0449\u0435\u0439 SQLite. DuckDB \u0441\u043e\u0447\u0435\u0442\u0430\u0435\u0442 \u0442\u0430\u043a\u0438\u0435 \u0441\u0432\u043e\u0439\u0441\u0442\u0432\u0430 SQLite, \u043a\u0430\u043a \u043a\u043e\u043c\u043f\u0430\u043a\u0442\u043d\u043e\u0441\u0442\u044c, \u043f\u043e\u0434\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 \u0432 \u0444\u043e\u0440\u043c\u0435 \u0432\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438, \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0411\u0414 \u0432 \u043e\u0434\u043d\u043e\u043c \u0444\u0430\u0439\u043b\u0435 \u0438 CLI-\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441, \u0441 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044f\u043c\u0438 \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f\u043c\u0438 \u0434\u043b\u044f \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043e\u0445\u0432\u0430\u0442\u044b\u0432\u0430\u044e\u0449\u0438\u0445 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u0443\u044e \u0447\u0430\u0441\u0442\u044c \u0445\u0440\u0430\u043d\u0438\u043c\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u044e\u0449\u0438\u0445 \u0430\u0433\u0440\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0432\u0441\u0435\u0433\u043e \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u043c\u043e\u0433\u043e \u0442\u0430\u0431\u043b\u0438\u0446 \u0438\u043b\u0438 \u0441\u043b\u0438\u044f\u043d\u0438\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-143994","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u041e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043d \u0432\u044b\u043f\u0443\u0441\u043a \u0421\u0423\u0411\u0414 DuckDB 1.4.0, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u043d\u0430 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0438 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