Kedro aikin GitHub shafi
Kedro shine farkon kayan aikin buɗewa wanda ƙungiyar masu ba da shawara ta McKinsey ta haɓaka. An ƙirƙira shi don amfani da masana kimiyyar bayanai da injiniyoyi. Shin lambar laburare da za a iya amfani da su don ƙirƙirar bayanai da bututu, tubalin ginin aikin koyon inji.
McKinsey & Kamfanin kamfani ne na Amurka mai ba da shawara game da gudanarwa. Yi nazarin ƙididdiga da ƙididdiga don kimanta shawarar yanke hukunci a cikin jama'a da kuma kamfanoni masu zaman kansu. Abokan ciniki sun haɗa da 80% na manyan kamfanoni.
Na farko kayan aikin budewa
Kamfanin bai taɓa fitowa da ɗayan kayan aikin da aka haɓaka a cikin gida ba a ƙarƙashin lasisin buɗe tushen. A zahiri, an haifi Kedro a matsayin software na mallaka. Koyaya, lokacin da dangantaka da kamfanin ya ƙare, abokan ciniki ba su da damar zuwa shirin.
Sunan Kedro ya samo asali ne daga kalmar Helenanci don tsakiya ko cibiya. An zaɓi shi ne saboda wannan kayan aikin buɗe tushen yana ba da lambar mahimmanci don samar da ayyukan bincike na ci gaba.
Kedro yana da manyan fa'idodi biyu:
- Yana bawa ƙungiyoyi damar haɗin kai cikin sauƙi ta hanyar tsara lambar nazari a cikin tsari iri ɗaya.
- Yana ba da damar dukkan abubuwan haɗin gwiwa suna gudana ba tare da matsala ba ta duk matakan aikin.
Wannan ya hada
- Haɗa tushen bayanan,
- Wanke bayanai
- Halittar Halitta
- Ciyar da bayanai cikin tsarin ilmantarwa na na'ura don bayani ko tsinkayen bincike.
Kedro ma yana taimakawa isar da lambar amfani-da-amfani. Wannan ya sa ya zama da amfani sosai ga masana kimiyyar bayanai waɗanda galibi ba ƙwararru ba ne a ƙirƙirar software.
Me yasa Kedro yake da amfani?
Buɗe kayan aikin buɗe ido kamar Kedro suna ba da izini rage lokacin da ake buƙatar canza samfurin zuwa lambar samarwa ta makonni. Manazarta na iya ɓatar da ƙarancin lokaci don yin matsala da abokan cinikin su.
Kedro yana taimaka wa ƙungiyoyi ƙirƙirar tashoshin bayanai na zamani, waɗanda aka gwada, masu maimaitawa a kowane yanayi da fasali, wanda ke ba masu amfani damar samun damar jihohin bayanan da suka gabata. Wannan lambar guda ɗaya na iya zuwa daga kwamfutar tafi-da-gidanka na masu haɓaka guda ɗaya zuwa aikin ƙirar mai amfani ta amfani da sarrafa kwamfuta. Hakanan za'a iya amfani dashi tare da duk masana'antu, samfura da tushen bayanai.
McKinsey ya riga yayi amfani da Kedro akan ayyukan sama da 50 har zuwa yau. A cewar wani shugaban zartarwa, kwastomomi musamman suna son ganin bututun. Nan da nan suna ganin matakai daban-daban na canzawa, nau'ikan samfuran da ke ciki, kuma suna iya gano sakamakon zuwa asalin tushen bayanan.
McKinsey ba shine kamfani na farko da yake da alaka da fasaha kai tsaye ba wanda ke wallafa kayan aikin buɗe ido. Uber da Airbnb sun riga sun aikata shi.
Kayan Kendro da Shigarwa
Kedro kayan aikin ci gaba ne na aiki don ƙirƙirar ƙarfi, mai fa'ida, abin ɗaci, mai iya rarrabuwa da sigar tashoshin bayanai.
Menene ainihin halayen Kedro?
1. Samfurin aikin da matakan coding
- Mai sauƙin amfani, samfurin aikin daidaitacce
- Saituna don takardun shaidarka, rajista, loda bayanai da Jupyter Notebooks / Lab.
- Ci gaban gwajin gwaji ta hanyar amfani da ƙira
- Haɗin Sphinx don samar da ingantaccen lambar aiki
2. Cire bayanai da sigar siga
- Rabuwa da Layer sarrafa kwamfuta daga tsarin gudanarwar bayanai, gami da tallafi don nau'ikan tsarin bayanai daban-daban da zaɓukan ajiya.
- Fassarori don tsarin bayananku da tsarin koyon injina
3. Matsakaita da kuma rage bututu
- Tallafi don tsarkakakkun ayyukan Python, node, don rarraba manyan ɓangarorin lambobi zuwa ƙananan ɓangarori masu zaman kansu.
- Tsarin kai tsaye na dogaro tsakanin nodes
4. Yaduwar fasali
- Tsarin kayan wuta wanda ke yin allura a cikin layin umarni na Kedro (CLI): Kedro-Airflow, yana sauƙaƙa samfurin bututun bayananka a cikin Kedro kafin tura shi zuwa Airflow, mai tsara ayyukan aiki. Kedro-Docker, kayan aiki ne na tattarawa da jigilar ayyukan Kedro a cikin kwantena
- Ana iya tura Kedro a cikin gida, a cikin fili da girgije (AWS, Azure da GCP) ko kuma a gungu (EMR, Azure HDinsight, GCP da Databricks).
Zamu iya shigar da Kedro akan rarrabawar Linux da muka riga muka ambata ta hanyar yin:
sudo apt install python3-pip
pip install kedro
Don aiwatarwa:
pip3 install kedro -U
Zamu iya ganin takaddun tare da:
kedro docs
Ana iya samun ƙarin bayani a shafin aikin