Gutegura Ibikorwa Remezo byigenga hamwe na AI hamwe na StackGen: Kwibira cyane muri Orchestre na Automation ya DevOps | B4N1

Gutegura Ibikorwa Remezo byigenga hamwe na AI hamwe na StackGen: Kwibira cyane muri Orchestre na Automation ya DevOps

5 months ago · b4n1 Read time: 4 min

Intangiriro

Mu myaka yashize, urwego rwo guteza imbere software rwabonye impinduka zikomeye zijyanye no gukoresha ikoranabuhanga rya Artificial Intelligence (AI) na Machine Learning (ML). Kimwe mu bintu by'ingenzi aho AI igira ingaruka zikomeye ni mu gutegura no gushyira mu bikorwa ibikorwa remezo byigenga. Ibikorwa remezo byigenga bivuga ikoreshwa rya sisitemu ikoreshwa na AI gucunga, kugenzura, no kunoza imikorere yibikorwa remezo bya IT, harimo seriveri, imiyoboro, hamwe na sisitemu yo kubika.

Muri iki kiganiro, tuzasesengura isi y’ibikorwa remezo byigenga tunasuzume uburyo abakozi ba AI na StackGen bashobora gukoreshwa mugushushanya no gushyira mubikorwa sisitemu nini kandi itekanye. Tuzaganira kandi ku kamaro ka automatike ya DevOps muriki gice kandi dutange urugero rufatika rwuburyo bwo gukoresha StackGen kugirango uhindure uburyo bwo kohereza porogaramu yoroshye y'urubuga.

Ihuriro rya AI, Ibikorwa Remezo byigenga, na Automation ya DevOps

Isangano rya AI, ibikorwa remezo byigenga, hamwe na automatike ya DevOps ni umurima wihuta cyane ufite imbaraga nyinshi zo kuzamura imikorere, ubwuzuzanye, n’umutekano wibikorwa remezo bya IT. Mugukoresha sisitemu ikoreshwa na AI, amashyirahamwe arashobora gukoresha imirimo myinshi yintoki zijyanye no gucunga ibikorwa remezo, kubohora umutungo kubikorwa byinshi byingenzi kandi bifite agaciro.

Intandaro yiri sangano ni igitekerezo cyibikoresho bya AI. Abakozi ba AI ni porogaramu za porogaramu zishobora kumenya ibidukikije, gutekereza ku makuru bakira, no gufata ingamba zo kugera ku ntego zihariye. Mu rwego rwibikorwa remezo byigenga, abakozi ba AI barashobora gukoreshwa mugukurikirana imikorere ya sisitemu, gutahura ibintu bidasanzwe, no gufata ingamba zo gukosora kugirango birinde igihe cyangwa gukoresha neza umutungo.

StackGen ni tekinoroji yingenzi ituma igishushanyo mbonera nogushyira mubikorwa remezo byigenga. StackGen nigikoresho gifungura isoko yemerera abitezimbere gusobanura ibikorwa remezo nka code, ukoresheje imvugo yo murwego rwohejuru. Ibi bifasha abitezimbere kwihutisha kohereza no gucunga ibikorwa remezo, kugabanya ibyago byamakosa yabantu no kunoza guhuza ibidukikije.

Gutegura Ibikorwa Remezo byigenga hamwe na StackGen

StackGen itanga urwego rukomeye rwo gutegura ibikorwa remezo byigenga. Ukoresheje StackGen, abitezimbere barashobora gusobanura iboneza remezo nka code, bakoresheje imvugo yo murwego rwohejuru byoroshye gusoma no kubyumva. Ibi bifasha abitezimbere kwihutisha kohereza no gucunga ibikorwa remezo, kugabanya ibyago byamakosa yabantu no kunoza guhuza ibidukikije.

Dore urugero rwukuntu wakoresha StackGen kugirango usobanure ibikorwa remezo byoroshye: `` python gutumiza ibicuruzwa

Sobanura umurongo mushya

stack = stackgen.Stack ("my-stack")

Sobanura urugero rushya rwa seriveri

seriveri = stackgen. Seriveri ("my-seriveri") seriveri.image = "ubuntu: ibishya" seriveri.cpu = 2 seriveri.ibuka = 4

Sobanura interineti nshya

umuyoboro = stackgen. Igikorwa ("umuyoboro wanjye") umuyoboro.cidr = "10.0.0.0/24" umuyoboro.gateway = "10.0.0.1"

Ongera seriveri kumurongo

seriveri.umurimo = umuyoboro

Sobanura umutwaro mushya

umutwaro_balancer = stackgen. Umuyoboro uhuza ("my-umutwaro-balancer") umutwaro_balancer.protocol = "http" umutwaro_balancer.port = 80

Ongeramo umutwaro uringaniza kumurongo

stack.add (umutwaro_balancer)

Kubyara ibikorwa remezo

config = stack.generate () Icapa (config) `` ` Iyi kode isobanura iboneza remezo ryoroheje ririmo seriveri urugero, urusobe rwumuyoboro, hamwe nuburinganire bwimitwaro. Isomero rya "stackgen" ritanga urwego rwohejuru API rwo gusobanura iboneza remezo, byoroshye guhita wohereza no gucunga ibikorwa remezo.

DevOps Automation hamwe na StackGen

DevOps automatike nikintu gikomeye cyo gutegura ibikorwa remezo byigenga. Mugukoresha uburyo bwo kohereza no gucunga ibikorwa remezo, amashyirahamwe arashobora kugabanya ibyago byamakosa yabantu, kunoza ubudahwema mubidukikije, no kongera umuvuduko wo gutanga.

StackGen itanga urwego rukomeye rwo kwikora kwa DevOps. Ukoresheje StackGen, abitezimbere barashobora gukoresha uburyo bwo kohereza no gucunga ibikorwa remezo, kugabanya ibyago byamakosa yabantu no kunoza ubudahwema mubidukikije.

Dore urugero rwuburyo bwo gukoresha StackGen kugirango uhindure uburyo bwo kohereza porogaramu yoroshye y'urubuga: bash stackgen koresha my-stack ` Iri tegeko rikoresha ibikorwa remezo byasobanuwe murugero rwabanje, gukora seriveri nshya urugero, imiyoboro y'urusobe, hamwe n'umutwaro uringaniza.

Hejuru 5-10 Amabwiriza Yakoreshejwe Byinshi / Uduce

Dore top 5-10 zikoreshwa cyane / ibisobanuro kuri StackGen:

  1. stackgen init: Itangiza umushinga mushya wa StackGen.
  2. stackgenloyment: Ikoresha ibikorwa remezo byasobanuwe mumushinga.
  3. stackgen generate: Yibyara ibikorwa remezo nka code.
  4. stackgen kwemeza: Yemeza ibikorwa remezo byamakosa.
  5. stackgen diff: Yerekana itandukaniro riri hagati yimiterere n'ibikorwa remezo byabanjirije.
  6. stackgen apply: Koresha iboneza remezo kubidukikije.
  7. stackgen gusenya: Gusenya ibikorwa remezo nibikoresho bifitanye isano.
  8. stackgen show: Yerekana ibipimo remezo bigezweho.
  9. amateka ya stackgen: Yerekana amateka yimpinduka zakozwe mubikorwa remezo.
  10. stackgen config: Yerekana igenamiterere rya none rya StackGen.

Kugaragara

Hano hari amashusho yimiterere yibikorwa remezo yasobanuwe murugero rwabanje, ukoresheje Chart.js: json { "ubwoko": "akabari", "amakuru": { "ibirango": ["Seriveri", "Umuyoboro", "Umutwaro Uringaniza"], "imibare": [ { "label": "CPU", "amakuru": [2, 1, 1], "backgroundColor": ["# FF6384", "# 36A2EB", "# FFCE56"] }, { "label": "Kwibuka", "amakuru": [4, 2, 1], "backgroundColor": ["# FF6384", "# 36A2EB", "# FFCE56"] } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Iboneza Ibikorwa Remezo" }, "umugani": { "kwerekana": ukuri } } } ` Iyi visualisation yerekana CPU nibikoresho byo kwibuka byahawe buri gice cyibikorwa remezo.

Umwanzuro

Gutegura ibikorwa remezo byigenga hamwe nabakozi ba AI na StackGen nuburyo bukomeye bwo kuzamura imikorere, ubwuzuzanye, numutekano wibikorwa remezo bya IT. Mugukoresha sisitemu ikoreshwa na AI hamwe na StackGen, amashyirahamwe arashobora gutangiza imirimo myinshi yintoki zijyanye no gucunga ibikorwa remezo, kubohora umutungo kubikorwa byinshi byingenzi kandi bifite agaciro.

Muri iki kiganiro, twasuzumye ihuriro rya AI, ibikorwa remezo byigenga, hamwe na automatike ya DevOps, tunatanga urugero rufatika rwukuntu wakoresha StackGen mugushushanya no gushyira mubikorwa sisitemu nini kandi itekanye. Twaganiriye kandi ku kamaro ka automatike ya DevOps muriki gice kandi dutanga top 5-10 ikoreshwa cyane / ibisobanuro kuri StackGen.

Mugukurikiza amahame nubuhanga buvugwa muriyi ngingo, amashyirahamwe arashobora gutera intambwe yambere mugushushanya ibikorwa remezo byigenga bishobora kwikiza, kwikenura, no kwikingira.


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