{"id":37156,"date":"2019-10-31T22:16:03","date_gmt":"2019-10-31T19:16:03","guid":{"rendered":"https:\/\/prohoster.info\/blog\/bolshe-statistiki-sajta-v-svoyom-malenkom-hranilishhe\/"},"modified":"2019-10-31T22:16:03","modified_gmt":"2019-10-31T19:16:03","slug":"bolshe-statistiki-sajta-v-svoyom-malenkom-hranilishhe","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sk\/blog\/administrirovanie\/bolshe-statistiki-sajta-v-svoyom-malenkom-hranilishhe","title":{"rendered":"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Analyzovan\u00edm \u0161tatistiky webovej str\u00e1nky z\u00edskavame preh\u013ead o tom, \u010do sa na nej deje. V\u00fdsledky porovn\u00e1vame s in\u00fdmi poznatkami o produkte alebo slu\u017ebe a t\u00fdm zlep\u0161ujeme na\u0161u sk\u00fasenos\u0165.<\/p>\n<p>Ke\u010f je anal\u00fdza prv\u00fdch v\u00fdsledkov ukon\u010den\u00e1, inform\u00e1cie s\u00fa spracovan\u00e9 a s\u00fa uroben\u00e9 z\u00e1very, za\u010d\u00edna nasleduj\u00faca f\u00e1za. Objavuj\u00fa sa my\u0161lienky: \u010do ak sa pozrieme na \u00fadaje z inej perspekt\u00edvy?<\/p>\n<p>V tejto f\u00e1ze s\u00fa obmedzenia analytick\u00fdch n\u00e1strojov. To je jeden z d\u00f4vodov, pre\u010do mi nesta\u010dil n\u00e1stroj Google Analytics, a to najm\u00e4 kv\u00f4li obmedzenej mo\u017enosti vidie\u0165 svoje \u00fadaje a manipulova\u0165 s nimi.<\/p>\n<p>V\u017edy som chcel r\u00fdchlo na\u010d\u00edta\u0165 z\u00e1kladn\u00e9 \u00fadaje (master data), prida\u0165 \u010fal\u0161iu \u00farove\u0148 agreg\u00e1cie alebo inak interpretova\u0165 existuj\u00face hodnoty.<\/p>\n<p>Je to jednoduch\u00e9 urobi\u0165 v <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/462337\/\">svojom malom \u00falo\u017eisku<\/a><\/noindex> na z\u00e1klade s\u00faboru access.log a na to sta\u010d\u00ed jazyk SQL.<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>Tak\u017ee, na ak\u00e9 ot\u00e1zky som chcel n\u00e1js\u0165 odpove\u010f?<\/p>\n<h4>\u010co a kedy sa na str\u00e1nke menilo<\/h4>\n<p>\nHist\u00f3ria zmien z\u00e1kladn\u00fdch \u00fadajov (master data) je v\u017edy zauj\u00edmav\u00e1.<\/p>\n<p><img decoding=\"async\" alt=\"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku\" src=\"\/wp-content\/uploads\/2019\/08\/7613bf138d6026c808e2c4b2ee743d66.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b class=\"spoiler_title\">SQL dotaz na report<\/b><\/p>\n<pre><code class=\"sql\">SELECT\n\t1 as 'SideStackedBar: Obsahov\u00e9 aktualiz\u00e1cie pod\u013ea mesiacov',\n\tstrftime('%m\/%Y', datetime(UPDATE_DT, 'unixepoch')) AS 'De\u0148',\n\tCOUNT(CASE WHEN PAGE_TITLE != 'n.a.' THEN DIM_REQUEST_ID END) AS 'Aktualiz\u00e1cie webov\u00fdch str\u00e1nok',\n\tCOUNT(CASE WHEN PAGE_DESCR = 'IMAGES' THEN DIM_REQUEST_ID END) AS 'Nahr\u00e1vania obr\u00e1zkov',\n\tCOUNT(CASE WHEN PAGE_DESCR = 'VIDEO' THEN DIM_REQUEST_ID END) AS 'Nahr\u00e1vania vide\u00ed',\n\tCOUNT(CASE WHEN PAGE_DESCR = 'AUDIO' THEN DIM_REQUEST_ID END) AS 'Nahr\u00e1vania zvukov'\nFROM DIM_REQUEST\nWHERE PAGE_TITLE != 'n.a.' OR PAGE_DESCR != 'n.a.'\nGROUP BY strftime('%m\/%Y', datetime(UPDATE_DT, 'unixepoch'))\nORDER BY UPDATE_DT<\/code><\/pre>\n<p>Napr\u00edklad, v nejakom momente bola vykonan\u00e1 optimaliz\u00e1cia pre vyh\u013ead\u00e1va\u010de alebo bolo pridanej nov\u00e9 obsah na str\u00e1nku, v d\u00f4sledku \u010doho sa o\u010dak\u00e1va zv\u00fd\u0161enie prev\u00e1dzky.<\/p>\n<h4>Skupiny pou\u017e\u00edvate\u013eov<\/h4>\n<p>\nNajjednoduch\u0161\u00edm pr\u00edkladom skupiny m\u00f4\u017ee by\u0165 pou\u017e\u00edvate\u013esk\u00e1 agent\u00fara alebo n\u00e1zov opera\u010dn\u00e9ho syst\u00e9mu. <\/p>\n<p>Meranie pou\u017e\u00edvate\u013esk\u00fdch agentov zhroma\u017edilo asi tis\u00edc z\u00e1znamov a zauj\u00edmalo ma vidie\u0165 dynamiku rozdelenia agentov v r\u00e1mci skupiny.<\/p>\n<p><img decoding=\"async\" alt=\"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku\" src=\"\/wp-content\/uploads\/2019\/08\/73d908a13f40b4f2c95c57e1e2d55945.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b class=\"spoiler_title\">SQL dotaz na report<\/b><\/p>\n<pre><code class=\"sql\">SELECT\n\t1 AS 'SideStackedBar: Pou\u017e\u00edvate\u013esk\u00e9 agenti',\n\tAGENT_OS AS 'OS',\n\tSUM(CASE WHEN AGENT_BOT = 'n.a.' THEN 1 ELSE 0 END ) AS 'Pou\u017e\u00edvate\u013esk\u00fd agent pou\u017e\u00edvate\u013eov',\n\tSUM(CASE WHEN AGENT_BOT != 'n.a.' THEN 1 ELSE 0 END ) AS 'Pou\u017e\u00edvate\u013esk\u00fd agent robotov'\nFROM DIM_USER_AGENT\nWHERE DIM_USER_AGENT_ID != -1\nGROUP BY AGENT_OS\nORDER BY 3 DESC<\/code><\/pre>\n<p>Najviac r\u00f4znych kombin\u00e1ci\u00ed agentov prich\u00e1dza na str\u00e1nku zo sveta Windows. Medzi neidentifikovan\u00e9 patrili tak\u00e9 ako WhatsApp, PocketImageCache, PlayStation, SmartTV a podobne. <\/p>\n<h4>Aktivita skup\u00edn pou\u017e\u00edvate\u013eov pod\u013ea t\u00fd\u017ed\u0148ov<\/h4>\n<p>\nSpojen\u00edm niektor\u00fdch skup\u00edn je mo\u017en\u00e9 sledova\u0165 rozdelenie ich aktivity.<\/p>\n<p>Napr\u00edklad pou\u017e\u00edvatelia Linuxov\u00e9ho klastru spotrebuj\u00fa viac prem\u00e1vky na str\u00e1nke ako v\u0161etci ostatn\u00ed.<\/p>\n<p><img decoding=\"async\" alt=\"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku\" src=\"\/wp-content\/uploads\/2019\/08\/b3cba5ca4408ceb6ed5bfc319664d02c.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b class=\"spoiler_title\">SQL dotaz na report<\/b><\/p>\n<pre><code class=\"sql\">SELECT\n1 as 'StackedBar: Objem prem\u00e1vky pod\u013ea pou\u017e\u00edvate\u013esk\u00e9ho OS a t\u00fd\u017ed\u0148a',\nstrftime('%W t\u00fd\u017ede\u0148', datetime(FCT.EVENT_DT, 'unixepoch')) AS 'T\u00fd\u017ede\u0148',\nSUM(CASE WHEN USG.AGENT_OS IN ('Android', 'Linux') THEN FCT.BYTES ELSE 0 END) \/ 1000 AS 'Pou\u017e\u00edvatelia Android\/Linux',\nSUM(CASE WHEN USG.AGENT_OS IN ('Windows') THEN FCT.BYTES ELSE 0 END) \/ 1000 AS 'Pou\u017e\u00edvatelia Windows',\nSUM(CASE WHEN USG.AGENT_OS IN ('Macintosh', 'iOS') THEN FCT.BYTES ELSE 0 END) \/ 1000 AS 'Pou\u017e\u00edvatelia Mac\/iOS',\nSUM(CASE WHEN USG.AGENT_OS IN ('n.a.', 'BlackBerry') THEN FCT.BYTES ELSE 0 END) \/ 1000 AS 'In\u00e9'\nFROM\n  FCT_ACCESS_USER_AGENT_DD FCT,\n  DIM_USER_AGENT USG,\n  DIM_HTTP_STATUS HST\nWHERE FCT.DIM_USER_AGENT_ID = USG.DIM_USER_AGENT_ID\n  AND FCT.DIM_HTTP_STATUS_ID = HST.DIM_HTTP_STATUS_ID\n  AND USG.AGENT_BOT = 'n.a.' \/* iba pou\u017e\u00edvatelia *\/\n  AND HST.STATUS_GROUP IN ('Successful') \/* dobr\u00e9 str\u00e1nky *\/\n  AND datetime(FCT.EVENT_DT, 'unixepoch') &gt; date('now', '-3 month')\nGROUP BY strftime('%W t\u00fd\u017ede\u0148', datetime(FCT.EVENT_DT, 'unixepoch'))\nORDER BY FCT.EVENT_DT<\/code><\/pre>\n<h4>Intenz\u00edvna spotreba prem\u00e1vky<\/h4>\n<p>\nZ tabu\u013eky s\u00fa vidite\u013en\u00e9 najakt\u00edvnej\u0161ie skupiny pou\u017e\u00edvate\u013eov a de\u0148 ich aktivity.<br \/>\nNajakt\u00edvnej\u0161ie patr\u00ed do Linuxov\u00e9ho klastru.<\/p>\n<p><img decoding=\"async\" alt=\"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku\" src=\"\/wp-content\/uploads\/2019\/08\/4ff0758ef934adddd5b2c99eab3b9141.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b class=\"spoiler_title\">SQL dotaz na report<\/b><\/p>\n<pre><code class=\"sql\">SELECT\n1 AS 'Tabu\u013eka: Pou\u017e\u00edvate\u013esk\u00fd agent s vysokou spotrebou',\nstrftime('%d.%m.%Y', datetime(FCT.EVENT_DT, 'unixepoch')) AS 'De\u0148',\nROUND(1.0 * SUM(FCT.BYTES) \/ 1000000, 1) AS 'Prem\u00e1vka MB',\nROUND(1.0 * SUM(FCT.IP_CNT) \/ SUM(1), 1) AS 'IP',\nROUND(1.0 * SUM(FCT.REQUEST_CNT) \/ SUM(1), 1) AS '\u017diadosti',\nUSA.DIM_USER_AGENT_ID AS 'ID',\nMAX(USA.USER_AGENT_NK) AS 'Pou\u017e\u00edvate\u013esk\u00fd agent',\nMAX(USA.AGENT_BOT) AS 'Bot'\nFROM\nFCT_ACCESS_USER_AGENT_DD FCT,\nDIM_USER_AGENT USA\nWHERE FCT.DIM_USER_AGENT_ID = USA.DIM_USER_AGENT_ID\n  AND datetime(FCT.EVENT_DT, 'unixepoch') &gt;= date('now', '-30 day')\nGROUP BY USA.DIM_USER_AGENT_ID, strftime('%d.%m.%Y', datetime(FCT.EVENT_DT, 'unixepoch'))\nORDER BY SUM(FCT.BYTES) DESC, FCT.EVENT_DT\nLIMIT 10<\/code><\/pre>\n<p>Pou\u017eit\u00edm atrib\u00fatov de\u0148 a ID agenta sa objavuje mo\u017enos\u0165 r\u00fdchlo n\u00e1js\u0165 a sledova\u0165 \u0161tatistiky pod\u013ea jednotliv\u00fdch skup\u00edn pou\u017e\u00edvate\u013eov. V pr\u00edpade potreby je mo\u017en\u00e9 r\u00fdchlo n\u00e1js\u0165 podrobn\u00e9 inform\u00e1cie v st\u00e9\u017eovej tabu\u013eke.<\/p>\n<h4>Ako z\u00edska\u0165 inform\u00e1cie?<\/h4>\n<p>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/462337\/\">Inform\u00e1cie z s\u00faboru access.log<\/a><\/noindex> je mo\u017en\u00e9 urobi\u0165 e\u0161te efekt\u00edvnej\u0161ie, ak integrujeme \u010fal\u0161ie zdroje d\u00e1t, zavedieme nov\u00e9 \u00farovne agreg\u00e1cie a skupinovania.<\/p>\n<h4>Z\u00e1kladn\u00e9 \u00fadaje a entity<\/h4>\n<p>\nK z\u00e1kladn\u00fdm \u00fadajom patr\u00ed inform\u00e1cia o entit\u00e1ch: webov\u00e9 str\u00e1nky, obr\u00e1zky, video a audio obsah, v pr\u00edpade obchodu \u2013 produkty. <\/p>\n<p>Samotn\u00e9 entity plnia \u00falohu dimenzi\u00ed, pri\u010dom proces uchov\u00e1vania zmien atrib\u00fatov sa naz\u00fdva historiz\u00e1cia. V datab\u00e1ze sa tento proces \u010dasto realizuje vo forme pomaly sa meniacich dimenzi\u00ed (SCD).<\/p>\n<p>Zdroje z\u00e1kladn\u00fdch \u00fadajov m\u00f4\u017eu by\u0165 ve\u013emi r\u00f4zne, preto je takmer v\u017edy potrebn\u00e9 ich integrova\u0165.<\/p>\n<h4>Pomaly sa men\u00ed dimenzia<\/h4>\n<p>\nDimenzia DIM_REQUEST bude obsahova\u0165 inform\u00e1cie o po\u017eiadavk\u00e1ch na str\u00e1nke v historickej forme.<\/p>\n<p><b class=\"spoiler_title\">Tabu\u013eka SCD2<\/b><\/p>\n<pre><code class=\"sql\">VYTVORTE TABU\u013dKU DIM_REQUEST ( \/* scd tabu\u013eka pre pou\u017e\u00edvate\u013esk\u00e9 po\u017eiadavky *\/ DIM_REQUEST_ID INTEGER NOT NULL PRIMARY KEY AUTOINCREMENT, DIM_REQUEST_ID_HIST INTEGER NOT NULL DEFAULT -1, REQUEST_NK TEXT NOT NULL DEFAULT 'n.a.', \/* po\u017eiadavka bez ?parametrov *\/ PAGE_TITLE TEXT NOT NULL DEFAULT 'n.a.', PAGE_DESCR TEXT NOT NULL DEFAULT 'n.a.', PAGE_KEYWORDS TEXT NOT NULL DEFAULT 'n.a.', DELETE_FLAG INTEGER NOT NULL DEFAULT 0, UPDATE_DT INTEGER NOT NULL DEFAULT 0, UNIQUE (REQUEST_NK, DIM_REQUEST_ID_HIST)); INSERT INTO DIM_REQUEST (DIM_REQUEST_ID) VALUES (-1);<\/code><\/pre>\n<p>Navy\u0161e vytvor\u00edme jedno zobrazenie, ktor\u00e9 v\u017edy zobrazuje v\u0161etky z\u00e1znamy v poslednom stave. Je potrebn\u00e9 pre na\u010d\u00edtanie samotnej dimenzie.<\/p>\n<p><img decoding=\"async\" alt=\"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku\" src=\"\/wp-content\/uploads\/2019\/08\/cea3301b30338dfd5099db60342e8d84.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b class=\"spoiler_title\">Aktu\u00e1lne zobrazenie SCD2<\/b><\/p>\n<pre><code class=\"sql\">\/* Content: actual view on scd table *\/\nSELECT HI.DIM_REQUEST_ID,\n  HI.DIM_REQUEST_ID_HIST,\n  HI.REQUEST_NK,\n  HI.PAGE_TITLE,\n  HI.PAGE_DESCR,\n  HI.PAGE_KEYWORDS,\n  NK.CNT AS HIST_CNT,\n  HI.DELETE_FLAG,\n  strftime('%d.%m.%Y %H:%M', datetime(HI.UPDATE_DT, 'unixepoch')) AS UPDATE_DT\nFROM\n  ( SELECT REQUEST_NK, MAX(DIM_REQUEST_ID) AS DIM_REQUEST_ID, SUM(1) AS CNT\n    FROM DIM_REQUEST\n    GROUP BY REQUEST_NK\n  ) NK,\n  DIM_REQUEST HI\nWHERE 1 = 1\n  AND NK.REQUEST_NK = HI.REQUEST_NK\n  AND NK.DIM_REQUEST_ID = HI.DIM_REQUEST_ID;<\/code><\/pre>\n<p>A zobrazenie, kde je pre ka\u017ed\u00fd z\u00e1znam zhroma\u017eden\u00e1 historick\u00e1 inform\u00e1cia. Je potrebn\u00e9 na vytvorenie historicky presn\u00e9ho prepojenia s faktami.<\/p>\n<p><img decoding=\"async\" alt=\"Viac \u0161tatist\u00edk webu vo svojom malom \u00falo\u017eisku\" src=\"\/wp-content\/uploads\/2019\/08\/05afeae70b441a7aa4a17ae70646285e.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\n<b class=\"spoiler_title\">Historick\u00e9 zobrazenie SCD2<\/b><\/p>\n<pre><code class=\"sql\">\/* Content: actual view on scd table *\/\nSELECT SCD.DIM_REQUEST_ID,\n  SCD.DIM_REQUEST_ID_HIST,\n  SCD.REQUEST_NK,\n  SCD.PAGE_TITLE,\n  SCD.PAGE_DESCR,\n  SCD.PAGE_KEYWORDS,\n  SCD.DELETE_FLAG,\n  CASE\n    WHEN HIS.UPDATE_DT IS NULL\n    THEN 1\n    ELSE 0 END ACTIVE_FLAG,\n  SCD.DIM_REQUEST_ID_HIST AS ID_FROM,\n  SCD.DIM_REQUEST_ID AS ID_TO,\n  CASE\n    WHEN SCD.DIM_REQUEST_ID_HIST=-1\n    THEN 3600\n    ELSE IFNULL(SCD.UPDATE_DT,3600)\n  END AS TIME_FROM,\n  CASE\n    WHEN HIS.UPDATE_DT IS NULL\n    THEN 253370764800\n    ELSE HIS.UPDATE_DT\n  END AS TIME_TO,\n  CASE\n    WHEN SCD.DIM_REQUEST_ID_HIST=-1\n    THEN STRFTIME('%d.%m.%Y %H:%M', DATETIME(3600, 'unixepoch'))\n    ELSE STRFTIME('%d.%m.%Y %H:%M', DATETIME(IFNULL(SCD.UPDATE_DT,3600), 'unixepoch'))\n  END AS ACTIVE_FROM,\n  CASE\n    WHEN HIS.UPDATE_DT IS NULL\n    THEN STRFTIME('%d.%m.%Y %H:%M', DATETIME(253370764800, 'unixepoch'))\n    ELSE STRFTIME('%d.%m.%Y %H:%M', DATETIME(HIS.UPDATE_DT, 'unixepoch'))\n  END AS ACTIVE_TO\nFROM\n  DIM_REQUEST SCD\n  LEFT OUTER JOIN DIM_REQUEST HIS\n  ON SCD.REQUEST_NK = HIS.REQUEST_NK AND SCD.DIM_REQUEST_ID = HIS.DIM_REQUEST_ID_HIST;<\/code><\/pre>\n<h4>Agreg\u00e1cia \u00fadajov<\/h4>\n<p>\nKompresia (agreg\u00e1cia) umo\u017e\u0148uje pos\u00fadi\u0165 \u00fadaje na vy\u0161\u0161ej \u00farovni a odhali\u0165 anom\u00e1lie a trendy, ktor\u00e9 nie s\u00fa vidite\u013en\u00e9 v podrobn\u00fdch spr\u00e1vach.<\/p>\n<p>Napr\u00edklad do dimenzie s k\u00f3dmi stavov po\u017eiadaviek DIM_HTTP_STATUS prid\u00e1me skupinu:<\/p>\n<blockquote><p>STATUS \/ GROUP<br \/>\n0xx \/ n.a.<br \/>\n1xx \/ Informa\u010dn\u00fd<br \/>\n2xx \/ \u00daspe\u0161n\u00fd<br \/>\n3xx \/ Presmerovanie<br \/>\n4xx \/ Chyba klienta<br \/>\n5xx \/ Chyba servera<\/p><\/blockquote>\n<p> Dimenzia pou\u017e\u00edvate\u013esk\u00fdch agentov DIM_USER_AGENT bude obsahova\u0165 atrib\u00faty AGENT_OS a AGENT_BOT, ktor\u00e9 s\u00fa zodpovedn\u00e9 za skupiny. M\u00f4\u017eu sa vyplni\u0165 po\u010das ETL:<\/p>\n<p><b class=\"spoiler_title\">Na\u010d\u00edtanie DIM_USER_AGENT<\/b><\/p>\n<pre><code class=\"sql\">\/* Propagate the user agent from access log *\/\nINSERT INTO DIM_USER_AGENT (USER_AGENT_NK, AGENT_OS, AGENT_ENGINE, AGENT_DEVICE, AGENT_BOT, UPDATE_DT)\nWITH CLS AS (\n\tSELECT BROWSER\n\tFROM STG_ACCESS_LOG WHERE LENGTH(BROWSER)&gt;1\n\tGROUP BY BROWSER\n)\nSELECT\n\tCLS.BROWSER AS USER_AGENT_NK,\n\tCASE\n\tWHEN INSTR(CLS.BROWSER,'Macintosh')&gt;0\n\t\tTHEN 'Macintosh'\n\tWHEN INSTR(CLS.BROWSER,'iPhone')&gt;0\n\t\t\t OR INSTR(CLS.BROWSER,'iPad')&gt;0\n\t\t\t OR INSTR(CLS.BROWSER,'iPod')&gt;0\n\t\t\t OR INSTR(CLS.BROWSER,'Apple TV')&gt;0\n\t\t\t OR INSTR(CLS.BROWSER,'Darwin')&gt;0\n\t\tTHEN 'iOS'\n\tWHEN INSTR(CLS.BROWSER,'Android')&gt;0\n\t\tTHEN 'Android'\n\tWHEN INSTR(CLS.BROWSER,'X11;')&gt;0 OR INSTR(CLS.BROWSER,'Wayland;')&gt;0 OR INSTR(CLS.BROWSER,'linux-gnu')&gt;0\n\t\tTHEN 'Linux'\n\tWHEN INSTR(CLS.BROWSER,'BB10;')&gt;0 OR INSTR(CLS.BROWSER,'BlackBerry')&gt;0\n\t\tTHEN 'BlackBerry'\n\tWHEN INSTR(CLS.BROWSER,'Windows')&gt;0\n\t\tTHEN 'Windows'\n\tELSE 'n.a.' END AS AGENT_OS, -- OS\n\tCASE\n\tWHEN INSTR(CLS.BROWSER,'AppleCoreMedia')&gt;0\n\t\tTHEN 'AppleWebKit'\n\tWHEN INSTR(CLS.BROWSER,') ')&gt;1 AND LENGTH(CLS.BROWSER)&gt;INSTR(CLS.BROWSER,') ')\n\t\tTHEN COALESCE(SUBSTR(CLS.BROWSER, INSTR(CLS.BROWSER,') ')+2, LENGTH(CLS.BROWSER) - INSTR(CLS.BROWSER,') ')-1), 'N\/A')\n\tELSE 'n.a.' END AS AGENT_ENGINE, -- Engine\n\tCASE\n\tWHEN INSTR(CLS.BROWSER,'iPhone')&gt;0\n\t\tTHEN 'iPhone'\n\tWHEN INSTR(CLS.BROWSER,'iPad')&gt;0\n\t\tTHEN 'iPad'\n\tWHEN INSTR(CLS.BROWSER,'iPod')&gt;0\n\t\tTHEN 'iPod'\n\tWHEN INSTR(CLS.BROWSER,'Apple TV')&gt;0\n\t\tTHEN 'Apple TV'\n\tWHEN INSTR(CLS.BROWSER,'Android ')&gt;0 AND INSTR(CLS.BROWSER,'Build')&gt;0\n\t\tTHEN COALESCE(SUBSTR(CLS.BROWSER, INSTR(CLS.BROWSER,'Android '), INSTR(CLS.BROWSER,'Build')-INSTR(CLS.BROWSER,'Android ')), 'n.a.')\n\tWHEN INSTR(CLS.BROWSER,'Android ')&gt;0 AND INSTR(CLS.BROWSER,'MIUI')&gt;0\n\t\tTHEN COALESCE(SUBSTR(CLS.BROWSER, INSTR(CLS.BROWSER,'Android '), INSTR(CLS.BROWSER,'MIUI')-INSTR(CLS.BROWSER,'Android ')), 'n.a.')\n\tELSE 'n.a.' END AS AGENT_DEVICE, -- Device\n\tCASE\n\tWHEN INSTR(LOWER(CLS.BROWSER),'yandex.com')&gt;0\n\t\tTHEN 'yandex'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'googlebot')&gt;0\n\t\tTHEN 'google'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'bingbot')&gt;0\n\t\tTHEN 'microsoft'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'ahrefsbot')&gt;0\n\t\tTHEN 'ahrefs'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'jobboersebot')&gt;0 OR INSTR(LOWER(CLS.BROWSER),'jobkicks')&gt;0\n\t\tTHEN 'job.de'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'mail.ru')&gt;0\n\t\tTHEN 'mail.ru'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'baiduspider')&gt;0\n\t\tTHEN 'baidu'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'mj12bot')&gt;0\n\t\tTHEN 'majestic-12'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'duckduckgo')&gt;0\n\t\tTHEN 'duckduckgo'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'bytespider')&gt;0\n\t\tTHEN 'bytespider'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'360spider')&gt;0\n\t\tTHEN 'so.360.cn'\n\tWHEN INSTR(LOWER(CLS.BROWSER),'compatible')&gt;0 OR INSTR(LOWER(CLS.BROWSER),'http')&gt;0\n\t\tOR INSTR(LOWER(CLS.BROWSER),'libwww')&gt;0 OR INSTR(LOWER(CLS.BROWSER),'spider')&gt;0\n\t\tOR INSTR(LOWER(CLS.BROWSER),'java')&gt;0 OR INSTR(LOWER(CLS.BROWSER),'python')&gt;0\n\t\tOR INSTR(LOWER(CLS.BROWSER),'robot')&gt;0 OR INSTR(LOWER(CLS.BROWSER),'curl')&gt;0 OR INSTR(LOWER(CLS.BROWSER),'wget')&gt;0\n\t\tTHEN 'other'\n\tELSE 'n.a.' END AS AGENT_BOT, -- Bot\n\tSTRFTIME('%s','now') AS UPDATE_DT\nFROM CLS\nLEFT OUTER JOIN DIM_USER_AGENT TRG\nON CLS.BROWSER = TRG.USER_AGENT_NK\nWHERE TRG.DIM_USER_AGENT_ID IS NULL<\/code><\/pre>\n<h4>Integr\u00e1cia \u00fadajov<\/h4>\n<p>\nZah\u0155\u0148a organiz\u00e1ciu prenosu \u00fadajov z opera\u010dn\u00e9ho syst\u00e9mu do reportu. Na to je potrebn\u00e9 vytvori\u0165 st\u00e1\u017eov\u00fa tabu\u013eku so \u0161trukt\u00farou podobnou zdroju.<\/p>\n<p>Do st\u00e1\u017eov\u00fdch \u00fadajov o webov\u00fdch str\u00e1nkach sa dost\u00e1va zo z\u00e1lohy CMS vo forme vkladac\u00edch po\u017eiadaviek.<\/p>\n<p>Na\u010d\u00edtanie historickej tabu\u013eky DIM_REQUEST z\u00e1kladn\u00fdmi \u00fadajmi prebieha v troch krokoch: na\u010d\u00edtanie nov\u00fdch k\u013e\u00fa\u010dov a atrib\u00fatov, aktualiz\u00e1cia existuj\u00facich a zafixovanie odstr\u00e1nen\u00fdch z\u00e1znamov.<\/p>\n<p><b class=\"spoiler_title\">Na\u010d\u00edtanie nov\u00fdch z\u00e1znamov SCD2<\/b><\/p>\n<pre><code class=\"sql\">\/* Load request table SCD from master data *\/\nINSERT INTO DIM_REQUEST (DIM_REQUEST_ID_HIST, REQUEST_NK, PAGE_TITLE, PAGE_DESCR, PAGE_KEYWORDS, DELETE_FLAG, UPDATE_DT)\nWITH CLS  AS ( -- prepare keys\n\tSELECT\n\t'\/' || NAME AS REQUEST_NK,\n\tTITLE       AS PAGE_TITLE,\n\tCASE WHEN DESCRIPTION = '' OR DESCRIPTION IS NULL\n\t     THEN 'n.a.' ELSE DESCRIPTION\n\tEND AS PAGE_DESCR,\n\tCASE WHEN KEYWORDS = '' OR KEYWORDS IS NULL\n\t     THEN 'n.a.' ELSE KEYWORDS\n\tEND AS PAGE_KEYWORDS\n\tFROM STG_CMS_MENU\n\tWHERE CONTENT_TYPE != 'folder' -- only web pages\n\t  AND PAGE_TITLE != 'n.a.' -- master data which make sense\n)\n\/* new records from stage: CLS *\/\nSELECT\n\t-1 AS DIM_REQUEST_ID_HIST,\n\tCLS.REQUEST_NK,\n\tCLS.PAGE_TITLE,\n\tCLS.PAGE_DESCR,\n\tCLS.PAGE_KEYWORDS,\n\t0 AS DELETE_FLAG,\n\tSTRFTIME('%s','now') AS UPDATE_DT\nFROM CLS\nLEFT OUTER JOIN\n (\n\tSELECT\n\tDIM_REQUEST_ID,\n\tREQUEST_NK,\n\tPAGE_TITLE,\n\tPAGE_DESCR,\n\tPAGE_KEYWORDS\n\tFROM DIM_REQUEST_V_ACT\n) TRG ON CLS.REQUEST_NK = TRG.REQUEST_NK\nWHERE TRG.REQUEST_NK IS NULL -- no such record in data mart<\/code><\/pre>\n<p><b class=\"spoiler_title\">Aktualiz\u00e1cia atrib\u00fatov SCD2<\/b><\/p>\n<pre><code class=\"sql\">\/* Load request table SCD from master data *\/\nINSERT INTO DIM_REQUEST (DIM_REQUEST_ID_HIST, REQUEST_NK, PAGE_TITLE, PAGE_DESCR, PAGE_KEYWORDS, DELETE_FLAG, UPDATE_DT)\nWITH CLS  AS ( -- prepare keys\n\tSELECT\n\t'\/' || NAME AS REQUEST_NK,\n\tTITLE       AS PAGE_TITLE,\n\tCASE WHEN DESCRIPTION = '' OR DESCRIPTION IS NULL\n\t     THEN 'n.a.' ELSE DESCRIPTION\n\tEND AS PAGE_DESCR,\n\tCASE WHEN KEYWORDS = '' OR KEYWORDS IS NULL\n\t     THEN 'n.a.' ELSE KEYWORDS\n\tEND AS PAGE_KEYWORDS\n\tFROM STG_CMS_MENU\n\tWHERE CONTENT_TYPE != 'folder' -- only web pages\n\t  AND PAGE_TITLE != 'n.a.' -- master data which make sense\n)\n\/* updated records from stage: CLS and build reference to history: HIST *\/\nSELECT\n\tHIST.DIM_REQUEST_ID AS DIM_REQUEST_ID_HIST,\n\tHIST.REQUEST_NK,\n\tCLS.PAGE_TITLE,\n\tCLS.PAGE_DESCR,\n\tCLS.PAGE_KEYWORDS,\n\t0 AS DELETE_FLAG,\n\tSTRFTIME('%s','now') AS UPDATE_DT\nFROM CLS,\n     DIM_REQUEST_V_ACT TRG,\n     DIM_REQUEST HIST\nWHERE CLS.REQUEST_NK = TRG.REQUEST_NK\n  AND TRG.DIM_REQUEST_ID = HIST.DIM_REQUEST_ID\n  AND ( CLS.PAGE_TITLE != HIST.PAGE_TITLE \/* changes only *\/\n     OR CLS.PAGE_DESCR != HIST.PAGE_DESCR\n     OR CLS.PAGE_KEYWORDS != HIST.PAGE_KEYWORDS )<\/code><\/pre>\n<p><b class=\"spoiler_title\">Odstr\u00e1nen\u00e9 z\u00e1znamy SCD2<\/b><\/p>\n<pre><code class=\"sql\">\/* Load request table SCD from master data *\/\nINSERT INTO DIM_REQUEST (DIM_REQUEST_ID_HIST, REQUEST_NK, PAGE_TITLE, PAGE_DESCR, PAGE_KEYWORDS, DELETE_FLAG, UPDATE_DT)\nWITH CLS  AS ( -- prepare keys\n\tSELECT\n\t'\/' || NAME AS REQUEST_NK,\n\tTITLE       AS PAGE_TITLE\n\tFROM STG_CMS_MENU\n\tWHERE CONTENT_TYPE != 'folder' -- only web pages\n\t  AND PAGE_TITLE != 'n.a.' -- master data which make sense\n)\n\/*  deleted records in data mart: TRG *\/\nSELECT\n\tTRG.DIM_REQUEST_ID AS DIM_REQUEST_ID_HIST,\n\tTRG.REQUEST_NK,\n\tTRG.PAGE_TITLE,\n\tTRG.PAGE_DESCR,\n\tTRG.PAGE_KEYWORDS,\n\t1 AS DELETE_FLAG,\n\tSTRFTIME('%s','now') AS UPDATE_DT\nFROM (\n\tSELECT\n\tDIM_REQUEST_ID,\n\tREQUEST_NK,\n\tPAGE_TITLE,\n\tPAGE_DESCR,\n\tPAGE_KEYWORDS\n\tFROM DIM_REQUEST_V_ACT\n\tWHERE PAGE_TITLE != 'n.a.' -- track master data only\n\t  AND DELETE_FLAG = 0 -- not already deleted\n) TRG\nLEFT OUTER JOIN CLS ON TRG.REQUEST_NK = CLS.REQUEST_NK\nWHERE CLS.REQUEST_NK IS NULL -- no such record in stage<\/code><\/pre>\n<p>Ka\u017ed\u00fd zdroj \u00fadajov je potrebn\u00e9 sprev\u00e1dza\u0165 form\u00e1lnym popisom, napr\u00edklad v s\u00fabore readme.txt:<\/p>\n<blockquote><p>Prij\u00edmate\u013e \u00fadajov form\u00e1lne\/technicky: meno, e-mailov\u00e1 adresa<br \/>\nPoskytovate\u013e \u00fadajov form\u00e1lne\/technicky: meno, e-mailov\u00e1 adresa<br \/>\nZdroj \u00fadajov: cesta k s\u00faboru, n\u00e1zvy slu\u017eieb<br \/>\nInform\u00e1cie o pr\u00edstupe k \u00fadajom: pou\u017e\u00edvatelia a hesl\u00e1<\/p><\/blockquote>\n<p>\nSch\u00e9ma pohybu \u00fadajov pom\u00f4\u017ee v procese \u00fadr\u017eby a aktualiz\u00e1cie, napr\u00edklad v textovej podobe:<\/p>\n<blockquote><p>Pohyb s\u00faboru. Zdroj: ftp.domain.net:\/logs\/access.log Cie\u013e: \/var\/www\/access.log<br \/>\n\u010c\u00edtanie do st\u00e1\u017e. Cie\u013e: STG_ACCESS_LOG<br \/>\nNa\u010d\u00edtanie a transform\u00e1cia. Cie\u013e: FCT_ACCESS_REQUEST_REF_HH<br \/>\nNa\u010d\u00edtanie a transform\u00e1cia. Cie\u013e: FCT_ACCESS_USER_AGENT_DD<br \/>\nSpr\u00e1va. Cie\u013e: \/var\/www\/report.html<\/p><\/blockquote>\n<h4>Z\u00e1ver<\/h4>\n<p>\nT\u00fdmto sp\u00f4sobom \u010dl\u00e1nok popisuje mechanizmy, ako s\u00fa integr\u00e1cia z\u00e1kladn\u00fdch \u00fadajov a zav\u00e1dzanie nov\u00fdch \u00farovn\u00ed agreg\u00e1cie. Tieto s\u00fa potrebn\u00e9 pri budovan\u00ed d\u00e1tov\u00fdch skladov s cie\u013eom z\u00edskania dodato\u010dn\u00fdch poznatkov a zlep\u0161enia kvality inform\u00e1ci\u00ed.<br \/>\n<br \/>Zdroj: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/463493\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0410\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044f \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u043a\u0443 \u0441\u0430\u0439\u0442\u0430, \u043c\u044b \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u043c \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0441 \u043d\u0438\u043c. \u0420\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043c\u044b \u0441\u043e\u043f\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u043c \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u0437\u043d\u0430\u043d\u0438\u044f\u043c\u0438 \u043e \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0435 \u0438\u043b\u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0435 \u0438 \u044d\u0442\u0438\u043c \u0443\u043b\u0443\u0447\u0448\u0430\u0435\u043c \u043d\u0430\u0448 \u043e\u043f\u044b\u0442. \u041a\u043e\u0433\u0434\u0430 \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u0435\u0440\u0432\u044b\u0445 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0437\u0430\u0432\u0435\u0440\u0448\u0451\u043d, \u043f\u0440\u043e\u0448\u043b\u043e \u043e\u0441\u043c\u044b\u0441\u043b\u0435\u043d\u0438\u0435 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0438 \u0441\u0434\u0435\u043b\u0430\u043d\u044b \u0432\u044b\u0432\u043e\u0434\u044b, \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u044d\u0442\u0430\u043f. \u0412\u043e\u0437\u043d\u0438\u043a\u0430\u044e\u0442 \u0438\u0434\u0435\u0438: \u0430 \u0447\u0442\u043e \u0431\u0443\u0434\u0435\u0442, \u0435\u0441\u043b\u0438 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0435 \u0441 \u0434\u0440\u0443\u0433\u043e\u0439 \u0441\u0442\u043e\u0440\u043e\u043d\u044b? \u041d\u0430 \u044d\u0442\u043e\u043c [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":27858,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-37156","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" 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