{"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\/et\/blog\/administrirovanie\/opyt-ustanovki-apache-airflow-na-windows-10","title":{"rendered":"Apache Airflowi paigaldamise kogemus Windows 10-s","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Eesliide<\/b>: saatuse p\u00f6\u00f6rdel, kadudes akadeemilisest teadusest (meditsiinist) infotehnoloogia maailma, kus pean kasutama oma teadmisi katsete l\u00e4biviimise metoodikast ja katseandmete anal\u00fc\u00fcsi strateegiatest, samas uue tehnoloogiakomplekti kasutuselev\u00f5tmisel. Nende tehnoloogiate omandamisel olen silmitsi seismas mitmete raskustega, millest \u00f5nneks olen suutnud \u00fcle saada. V\u00f5ib-olla on see postitus kasulik neile, kes samuti alles alustavad Apache projektidega. <\/p>\n

Nii, asja juurde<\/b>. Inspiratsiooni saades artikkel <\/a><\/noindex> Juri Jemeljano s\u00f5numitest Apache Airflowi v\u00f5imalustest anal\u00fc\u00fctiliste protseduuride automatiseerimise osas, soovisin hakata seda raamatukogude paketti oma t\u00f6\u00f6s kasutama. Neile, kes ei tunne veel Apache Airflow'i, v\u00f5ib olla huvitav v\u00e4ike \u00fclevaade artikkel <\/a><\/noindex> Rahvusraamatukogu kodulehelt N. E. Baumani nimel. <\/p>\n

Kuna tavainstruktsioonid Airflow'i k\u00e4ivitamiseks ei paista sobivat Windowsi keskkonda, ja kasutada selle \u00fclesande lahendamiseks docker <\/a><\/noindex> minu puhul oleks \u00fcleliigne, alustasin ma teiste lahenduste otsimist. \u00d5nneks ei olnud ma selles teel esimene, seega leidsin suurep\u00e4rase videoinstruktsiooni<\/a><\/noindex> Apache Airflowi paigaldamisest Windows 10-s ilma dockeri kasutamiseta. Kuid nagu sageli juhtub, ilmnevad soovitatud samme j\u00e4rgides raskused, ja arvan, et mitte ainult mina. Seet\u00f5ttu sooviksin jagada oma kogemust Apache Airflowi paigaldamisest, v\u00f5ib-olla aitab see kellelgi aega kokku hoida.
\n<\/a><\/noindex>
\nVaatame juhendit samm-sammult (spoiler \u2014 5. sammus l\u00e4ks k\u00f5ik suurep\u00e4raselt):<\/p>\n

1. Windowsi alams\u00fcsteemi installimine Linuxi j\u00e4rgneva Linuxi distributsiooni paigaldamiseks<\/b><\/p>\n

See on v\u00e4ike probleem, nagu \u00f6eldakse: <\/p>\n

Juhtpaneel \u2192 Programmid \u2192 Programmid ja komponendid \u2192 Windowsi komponentide sisse ja v\u00e4lja l\u00fclitamine \u2192 Windowsi alams\u00fcsteem Linuxi jaoks<\/p>\n

2. Valitud Linuxi distributsiooni paigaldamine<\/b><\/p>\n

Kasutasin rakendust Ubuntu<\/a><\/noindex>.<\/p>\n

3. pip-i installimine ja uuendus <\/b><\/p>\n

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
\n4. Apache Airflowi paigaldamine<\/b><\/p>\n
export SLUGIFY_USES_TEXT_UNIDECODE=yes\npip install apache-airflow<\/code><\/pre>\n
\n5. Andmebaasi initsialiseerimine<\/b><\/p>\n
Ja just siin algasid mu v\u00e4ikesed raskused. Juhend k\u00e4sib sisestada k\u00e4sk airflow initdb<\/code> ja minna j\u00e4rgmisele sammu. Kuid ma sain pidevalt vastuse airflow: k\u00e4sku ei leitud<\/code>. On loogiline eeldada, et Apache Airflow installimise etapis tekkisid raskused ja lihtsalt ei olnud vajalikke faile. Uurides, et k\u00f5ik on seal, kus see olema peab, otsustasin proovida m\u00e4\u00e4rata airflow faili t\u00e4ieliku tee (see peaks v\u00e4lja n\u00e4gema nii: T\u00e4ielik\/tee\/faili\/airflow initdb<\/code>). Kuid imet ei juhtunud ja vastus oli sama airflow: k\u00e4sku ei leitud<\/code>. Proovisin kasutada faili suhtelist teed (.\/.local\/bin\/airflow initdb<\/code>), mis t\u00f5i esile uue vea ModuleNotFoundError: No module named json'<\/code>, mille saab \u00fcletada, v\u00e4rskendades teeki werkzeug<\/i> (minu juhul versioonini 0.15.4):<\/p>\n
pip install werkzeug==0.15.4<\/code><\/pre>\n
\nT\u00e4psemat teavet werkzeug'i kohta saab lugeda siin<\/a><\/noindex>. <\/p>\n
P\u00e4rast seda lihtsat toimingut k\u00e4sk .\/.local\/bin\/airflow initdb<\/code> t\u00e4ideti edukalt. <\/p>\n
6. Airflow serveri k\u00e4ivitamine<\/b><\/p>\n
Sellega ei olnud raskused airflow'ga \u00fchenduse loomisega veel l\u00f5ppenud. K\u00e4sk .\/.local\/bin\/airflow webserver -p 8080<\/code> tookse kaasa vea Ei ole sellist faili v\u00f5i katalooge<\/code>. T\u00f5en\u00e4oliselt oleks kogenud Ubuntu kasutaja kohe proovinud selliseid raskusi faili poolega \u00fcletada, kasutades k\u00e4sku export PATH=$PATH:~\/.local\/bin\/<\/code> (see t\u00e4hendab, et lisades olemasolevale t\u00e4idetavate failide otsinguteele, mille m\u00e4\u00e4rab PATH muutuja, katalooge .local\/bin\/), kuid see postitus on m\u00f5eldud neile, kes peamiselt t\u00f6\u00f6tavad Windowsiga ega pruugi sellist lahendust ilmseks pidada. <\/p>\n
P\u00e4rast eespool kirjeldatud toimingut k\u00e4sk .\/.local\/bin\/airflow webserver -p 8080<\/code> t\u00e4ideti edukalt.<\/p>\n
7. URL: localhost<\/noindex>:8080\/<\/b><\/p>\n
Kui k\u00f5ik l\u00e4ks eelmistel etappidel h\u00e4sti, siis olete valmis vallutama anal\u00fc\u00fctilisi t\u00f5usude.<\/p>\n
Loodan, et eespool kirjeldatud Apache Airflow'i installimise kogemus Windows 10-l on kasulik algajatele ja kiirendab nende sisenemist kaasaegsete anal\u00fc\u00fcsit\u00f6\u00f6de universumisse. <\/p>\n
J\u00e4rgmine kord sooviksin j\u00e4tkata teemat ja r\u00e4\u00e4kida Apache Airflow'i kasutamise kogemusest mobiilirakenduste kasutajate k\u00e4itumise anal\u00fc\u00fcsil.
\n
Allikas: habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"
\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 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 \u0438 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f\u0445 \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043e\u0434\u043d\u0430\u043a\u043e, \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u043d\u043e\u0432\u044b\u0439 \u0434\u043b\u044f \u043c\u0435\u043d\u044f \u0441\u0442\u0435\u043a \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439. \u0412 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0435 \u043e\u0441\u0432\u043e\u0435\u043d\u0438\u044f \u044d\u0442\u0438\u0445 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0439 \u044f \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u044e\u0441\u044c \u0441 \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 […]<\/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\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Apache Airflow'i installimise kogemus Windows 10-l | ProHoster","description":"Eess\u00f5na: saatuse poolt olen akadeemilise teaduse (meditsiini) maailmast sattunud infotehnoloogia maailma, kus pean kasutama oma teadmisi katse \u00fclesehitamise metoodikast ja anal\u00fc\u00fcsi strateegiatest.","canonical_url":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/opyt-ustanovki-apache-airflow-na-windows-10","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041e\u043f\u044b\u0442 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 Apache Airflow \u043d\u0430 Windows 10 | ProHoster","og:description":"\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 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 \u0438 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f\u0445 \u0430\u043d\u0430\u043b\u0438\u0437\u0430.","og:url":"https:\/\/prohoster.info\/et\/blog\/administrirovanie\/opyt-ustanovki-apache-airflow-na-windows-10","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:13:47+00:00","article:modified_time":"2019-10-31T19:13:47+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"36784","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-22 04:50:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 01:39:22","updated":"2026-01-22 04:50:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/36784","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/comments?post=36784"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/36784\/revisions"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media?parent=36784"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/categories?post=36784"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/tags?post=36784"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}