{"id":36784,"date":"2019-10-31T22:13:47","date_gmt":"2019-10-31T19:13:47","guid":{"rendered":"https:\/\/prohoster.info\/blog\/opyt-ustanovki-apache-airflow-na-windows-10\/"},"modified":"2019-10-31T22:13:47","modified_gmt":"2019-10-31T19:13:47","slug":"opyt-ustanovki-apache-airflow-na-windows-10","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/administrirovanie\/opyt-ustanovki-apache-airflow-na-windows-10","title":{"rendered":"Apache Airflow telep\u00edt\u00e9si tapasztalat Windows 10-en","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><b>El\u0151sz\u00f3<\/b>: a sorsford\u00edt\u00e1sa r\u00e9v\u00e9n az akad\u00e9miai tudom\u00e1ny (orvostudom\u00e1ny) vil\u00e1g\u00e1b\u00f3l az informatikai vil\u00e1gba ker\u00fcltem, ahol a k\u00eds\u00e9rleti tervez\u00e9s m\u00f3dszertan\u00e1val \u00e9s a k\u00eds\u00e9rleti adatok elemz\u00e9s\u00e9nek strat\u00e9gi\u00e1ival kapcsolatos ismereteimet kell haszn\u00e1lnom, ugyanakkor egy \u00faj technol\u00f3giai stacket kell alkalmaznom. Ezeknek a technol\u00f3gi\u00e1knak a megismer\u00e9se sor\u00e1n sz\u00e1mos neh\u00e9zs\u00e9ggel tal\u00e1lkozom, amelyeket egyel\u0151re, h\u00e1la istennek, siker\u00fcl lek\u00fczdenem. Lehet, hogy ez a poszt hasznos lesz azok sz\u00e1m\u00e1ra, akik szint\u00e9n most kezdik az Apache projektek vil\u00e1g\u00e1t. <\/p>\n<p><b>Most pedig a l\u00e9nyegre t\u00e9rve<\/b>. Inspir\u00e1lva <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/mailru\/blog\/339392\/\">cikket <\/a><\/noindex> Juri Jemeljanov Apache Airflow lehet\u0151s\u00e9geir\u0151l a analitikai folyamatok automatiz\u00e1l\u00e1s\u00e1ban, szerettem volna elkezdeni a javasolt k\u00f6nyvt\u00e1rak haszn\u00e1lat\u00e1t a munk\u00e1mban. Azok sz\u00e1m\u00e1ra, akik m\u00e9g nem ismerik az Apache Airflow-t, \u00e9rdekes lehet egy r\u00f6vid \u00e1ttekint\u0151 <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.bmstu.wiki\/Apache_Airflow\">cikk <\/a><\/noindex> a N. E. Baumann Nemzeti K\u00f6nyvt\u00e1ra weboldal\u00e1n. <\/p>\n<p>Mivel a szok\u00e1sos utas\u00edt\u00e1sok airfow elind\u00edt\u00e1s\u00e1ra \u00fagy t\u0171nik, hogy nem alkalmazhat\u00f3k Windows k\u00f6rnyezetben, \u00e9s az adott feladat megold\u00e1s\u00e1hoz <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/253877\/\">docker <\/a><\/noindex> az \u00e9n esetemben t\u00falz\u00e1s lett volna, m\u00e1s megold\u00e1sokat kezdtem keresni. Szerencs\u00e9re nem \u00e9n voltam az els\u0151 ezen az \u00faton, \u00edgy siker\u00fclt tal\u00e1lnom egy csod\u00e1latos <noindex><a rel=\"nofollow\" href=\"https:\/\/www.youtube.com\/watch?v=SYOUbiGtGiU&amp;t=49s\">vide\u00f3 utas\u00edt\u00e1st<\/a><\/noindex> az Apache Airflow Windows 10 alatti telep\u00edt\u00e9s\u00e9r\u0151l docker haszn\u00e1lata n\u00e9lk\u00fcl. De, mint gyakran lenni szokott, a javasolt l\u00e9p\u00e9sek v\u00e9grehajt\u00e1sa sor\u00e1n neh\u00e9zs\u00e9gek mer\u00fcltek fel, \u00e9s \u00fagy gondolom, nem csak n\u00e1lam. Ez\u00e9rt szeretn\u00e9m megosztani az Apache Airflow telep\u00edt\u00e9si tapasztalataimat, h\u00e1tha valamelyik\u0151t\u00f6knek ez id\u0151t takar\u00edt meg.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\nN\u00e9zz\u00fck meg az utas\u00edt\u00e1s l\u00e9p\u00e9seit (spoiler \u2014 az 5. l\u00e9p\u00e9sig minden rendben ment):<\/p>\n<p><b>1. A Windows Linux-alrendszer telep\u00edt\u00e9se a Linux disztrib\u00faci\u00f3k k\u00e9s\u0151bbi telep\u00edt\u00e9s\u00e9hez<\/b><\/p>\n<p>Ez a legkisebb probl\u00e9ma, ahogy mondani szokt\u00e1k: <\/p>\n<p>Vez\u00e9rl\u0151pult \u2192 Programok \u2192 Programok \u00e9s szolg\u00e1ltat\u00e1sok \u2192 Windows-szolg\u00e1ltat\u00e1sok bekapcsol\u00e1sa \u00e9s kikapcsol\u00e1sa \u2192 Windows Linux-alrendszer<\/p>\n<p><b>2. A kiv\u00e1lasztott Linux disztrib\u00faci\u00f3 telep\u00edt\u00e9se<\/b><\/p>\n<p>\u00c9n a k\u00f6vetkez\u0151 alkalmaz\u00e1st haszn\u00e1ltam <noindex><a rel=\"nofollow\" href=\"https:\/\/www.microsoft.com\/ru-ru\/p\/ubuntu\/9nblggh4msv6?activetab=pivot:overviewtab\">Ubuntu<\/a><\/noindex>.<\/p>\n<p><b>3. pip telep\u00edt\u00e9se \u00e9s friss\u00edt\u00e9se <\/b><\/p>\n<pre><code class=\"plaintext\">sudo apt-get install software-properties-common\nsudo apt-add-repository universe\nsudo apt-get update\nsudo apt-get install python-pip<\/code><\/pre>\n<p>\n<b>4. Apache Airflow telep\u00edt\u00e9se<\/b><\/p>\n<pre><code class=\"plaintext\">export SLUGIFY_USES_TEXT_UNIDECODE=yes\npip install apache-airflow<\/code><\/pre>\n<p>\n<b>5. Az adatb\u00e1zis inicializ\u00e1l\u00e1sa<\/b><\/p>\n<p>Itt kezd\u0151dtek a kis neh\u00e9zs\u00e9geim. Az utas\u00edt\u00e1s azt \u00edrja el\u0151, hogy be kell vezetni a parancsot <code>airflow initdb<\/code> majd l\u00e9pj\u00fcnk a k\u00f6vetkez\u0151 l\u00e9p\u00e9shez. Azonban \u00e9n mindv\u00e9gig azt a v\u00e1laszt kaptam, hogy <code>airflow: parancs nem tal\u00e1lhat\u00f3<\/code>Logikus felt\u00e9telezni, hogy probl\u00e9m\u00e1k mer\u00fcltek fel az Apache Airflow telep\u00edt\u00e9se sor\u00e1n, \u00e9s egyszer\u0171en nincsenek a sz\u00fcks\u00e9ges f\u00e1jlok. Miut\u00e1n megbizonyosodtam arr\u00f3l, hogy minden a hely\u00e9n van, \u00fagy d\u00f6nt\u00f6ttem, hogy megpr\u00f3b\u00e1lom megadni a f\u00e1jl, az airflow teljes el\u00e9r\u00e9si \u00fatj\u00e1t (ilyennek kell lennie: <code>Teljes\/p\u00e1lya\/az\/f\u00e1jlhoz\/airflow initdb<\/code>). De csoda nem t\u00f6rt\u00e9nt, \u00e9s a v\u00e1lasz ugyanaz volt. <code>airflow: parancs nem tal\u00e1lhat\u00f3<\/code>Megpr\u00f3b\u00e1ltam haszn\u00e1lni a f\u00e1jl relat\u00edv el\u00e9r\u00e9si \u00fatj\u00e1t (<code>.\/.local\/bin\/airflow initdb<\/code>), ami egy \u00faj hiba megjelen\u00e9s\u00e9t eredm\u00e9nyezte. <code>ModuleNotFoundError: No module named json'<\/code>, amelyet \u00e1t lehet hidalni a k\u00f6nyvt\u00e1r friss\u00edt\u00e9s\u00e9vel. <i>werkzeug<\/i> (az \u00e9n esetemben 0.15.4 verzi\u00f3ra):<\/p>\n<pre><code class=\"plaintext\">pip install werkzeug==0.15.4<\/code><\/pre>\n<p>\nTov\u00e1bbi inform\u00e1ci\u00f3t a werkzegr\u0151l olvashatsz. <noindex><a rel=\"nofollow\" href=\"https:\/\/werkzeug.palletsprojects.com\/en\/0.15.x\/\">itt<\/a><\/noindex>. <\/p>\n<p>Ezek ut\u00e1n a egyszer\u0171 m\u0171velet ut\u00e1n a parancs <code>.\/.local\/bin\/airflow initdb<\/code> sikeresen v\u00e9grehajt\u00f3dott. <\/p>\n<p><b>6. Az Airflow szerver ind\u00edt\u00e1sa<\/b><\/p>\n<p>Ezzel m\u00e9g nem \u00e9rtek v\u00e9get az Airflow haszn\u00e1lat\u00e1val kapcsolatos neh\u00e9zs\u00e9gek. A parancs ind\u00edt\u00e1sa <code>.\/.local\/bin\/airflow webserver -p 8080<\/code> hib\u00e1t okozott, <code>No such file or directory<\/code>. Val\u00f3sz\u00edn\u0171leg egy tapasztalt Ubuntu felhaszn\u00e1l\u00f3 azonnal megpr\u00f3b\u00e1lta volna megoldani ezeket a f\u00e1jlhozz\u00e1f\u00e9r\u00e9si probl\u00e9m\u00e1kat azzal, hogy alkalmazza a parancsot, <code>export PATH=$PATH:~\/.local\/bin\/<\/code> (azaz hozz\u00e1tette a PATH v\u00e1ltoz\u00f3 \u00e1ltal defini\u00e1lt v\u00e9grehajthat\u00f3 f\u00e1jlok keres\u00e9si \u00fatj\u00e1hoz a \/.local\/bin\/ k\u00f6nyvt\u00e1rat), de ez a poszt azok sz\u00e1m\u00e1ra k\u00e9sz\u00fclt, akik f\u0151k\u00e9nt Windows rendszerrel dolgoznak, \u00e9s esetleg nem tartj\u00e1k nyilv\u00e1nval\u00f3nak ezt a megold\u00e1st. <\/p>\n<p>A fent eml\u00edtett m\u0171velet v\u00e9grehajt\u00e1sa ut\u00e1n a parancs <code>.\/.local\/bin\/airflow webserver -p 8080<\/code> sikeresen v\u00e9grehajt\u00f3dott.<\/p>\n<p><b>7. URL: <noindex>localhost<\/noindex>:8080\/<\/b><\/p>\n<p>Ha a kor\u00e1bbi l\u00e9p\u00e9sek sikeresen zajlottak, k\u00e9szen \u00e1llsz, hogy megh\u00f3d\u00edtsd az analitikai cs\u00facsokat.<\/p>\n<p>Rem\u00e9lem, hogy a fenti tapasztalat az Apache Airflow Windows 10-en val\u00f3 telep\u00edt\u00e9s\u00e9r\u0151l hasznos lesz a kezd\u0151 felhaszn\u00e1l\u00f3k sz\u00e1m\u00e1ra, \u00e9s felgyors\u00edtja bel\u00e9p\u00e9s\u00fcket a modern analitikai eszk\u00f6z\u00f6k univerzum\u00e9ba. <\/p>\n<p>A k\u00f6vetkez\u0151 alkalommal szeretn\u00e9m folytatni a t\u00e9m\u00e1t, \u00e9s besz\u00e9lni az Apache Airflow haszn\u00e1lat\u00e1nak tapasztalatair\u00f3l a mobilalkalmaz\u00e1sok felhaszn\u00e1l\u00f3i viselked\u00e9s\u00e9nek elemz\u00e9se ter\u00e9n.<br \/>\n<br \/>Forr\u00e1s: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/462161\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u041f\u0440\u0435\u0430\u043c\u0431\u0443\u043b\u0430: \u0432\u043e\u043b\u0435\u044e \u0441\u0443\u0434\u044c\u0431\u044b \u0438\u0437 \u043c\u0438\u0440\u0430 \u0430\u043a\u0430\u0434\u0435\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043d\u0430\u0443\u043a\u0438 (\u043c\u0435\u0434\u0438\u0446\u0438\u043d\u044b) \u044f \u043f\u043e\u043f\u0430\u043b\u0430 \u0432 \u043c\u0438\u0440 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439, \u0433\u0434\u0435 \u043c\u043d\u0435 \u043f\u0440\u0438\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0438 \u0437\u043d\u0430\u043d\u0438\u044f \u043e 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\u0440\u044f\u0434\u043e\u043c \u0442\u0440\u0443\u0434\u043d\u043e\u0441\u0442\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043a\u0430, \u043a \u0441\u0447\u0430\u0441\u0442\u044c\u044e, \u0443\u0434\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u0435\u043e\u0434\u043e\u043b\u0435\u0432\u0430\u0442\u044c. \u0412\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u044d\u0442\u043e\u0442 \u043f\u043e\u0441\u0442 [&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":[688],"tags":[],"class_list":["post-36784","post","type-post","status-publish","format-standard","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" 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