Kugura kwa StackGen ya OpsVerse: Gukoresha abakozi ba AI kuri Automation ya DevOps idafite gahunda na Orchestre Ibikorwa Remezo
Mugihe cyihuta cyihuta cyibicuruzwa bibarwa hamwe na DevOps, icyifuzo cyo gucunga ibikorwa remezo byigenga nticyigeze gikomera. Ubushobozi bwo gutangiza no gutunganya ibikorwa remezo bigoye byahindutse itandukaniro rikomeye kumiryango ishaka kuguma imbere yumurongo. Muri iki kiganiro, tuzasesengura ibintu bishimishije bijyanye no kugura StackGen kugura OpsVerse, intambwe yambere izana ubushobozi bwabakozi ba AI kumwanya wambere mubikorwa bya DevOps no gutunganya ibikorwa remezo.
Kuzamuka kwa AI-Gukoresha DevOps Automation
DevOps, ijambo ryahimbwe na Patrick Debois na Andrew Clay Shafer mu 2009, ryerekeza ku ihuriro ry'iterambere rya software (Dev) n'ibikorwa bya IT (Ops). Intego yibanze ya DevOps nugukemura icyuho kiri hagati yibi byiciro bibiri byacecetse, gutsimbataza umuco wubufatanye, kwikora, no gukomeza gutera imbere. Mugihe amashyirahamwe yihatira gutanga software yujuje ubuziranenge byihuse kandi byizewe, gukenera gukoresha moteri ya AI ikoreshwa na AI byiyongereye cyane.
Abakozi ba AI, byumwihariko, bagaragaye nkumukino uhindura umukino muri uyu mwanya. Mugukoresha imashini yiga algorithms no gutunganya ururimi karemano (NLP), abakozi ba AI barashobora gusesengura amakuru yibikorwa remezo bigoye, kumenya imiterere, no gufata ibyemezo byuzuye mugihe nyacyo. Ibi bifasha amashyirahamwe gutangiza imirimo isanzwe, guhanura no gukumira ibura, no gukoresha neza umutungo.
Kugura kwa StackGen ya OpsVerse: Igihe gishya cyo gucunga ibikorwa remezo byigenga
StackGen, umuyobozi wambere utanga ibisubizo byigenga byo gucunga ibikorwa remezo, aherutse kugura OpsVerse, urubuga rwambere rwa AI rukoreshwa na DevOps. Iyimuka ryibikorwa byerekana intambwe yingenzi muguhindagurika kw'itangwa rya StackGen, kuko rizana ubushobozi bwa AI bwongerewe ubushobozi kumwanya wambere.
OpsVerse yashinzwe mu 2018, yabaye ku isonga mu gukoresha imashini zikoresha AI zikoreshwa na AI, yibanda cyane ku gutunganya ibikorwa remezo no gutangiza. Ibikoresho bya AI birashobora gusesengura amakuru y'ibikorwa remezo, kumenya ibintu bidasanzwe, no gufata ingamba zo gukosora mugihe nyacyo, byemeza ko DevOps itangiza kandi ikora ibikorwa remezo.
Gukoresha abakozi ba AI kuri Automation ya DevOps idafite gahunda hamwe nibikorwa remezo
None, nigute abakozi ba AI batanga umusanzu muburyo bwo gutangiza DevOps no gutunganya ibikorwa remezo? Reka dusuzume neza inyungu zingenzi:
2.. 3. ** Gukoresha uburyo bwiza bwo gukoresha ibikoresho **: Abakozi ba AI barashobora guhitamo itangwa ryumutungo, bakemeza ko umutungo ukoreshwa neza kandi neza. 4 ..
Kode Urugero: Gushyira mubikorwa Umukozi wa AI hamwe na Python
Dore urugero rworoshye rwa kode yerekana uburyo bwo gushyira mubikorwa AI ukoresheje Python: `` python gutumiza numpy nka np Kuva kuri sklearn.ensemble itumiza RandomForestClassifier kuva kuri sklearn.model_hitamo gutumiza gariyamoshi_kugerageza
Fungura amakuru
amakuru = np.loadtxt ('data.csv')
Gabanya amakuru mumahugurwa no kugerageza
X_imyitozo, X_ikizamini, y_imyitozo, y_ikigereranyo = gari ya moshi
Hugura ishyamba ridasanzwe
clf = Ibiti bisanzwe (n_estimators = 100, random_state = 42) clf.fit (X_imyitozo, y_imyitozo)
Kora ubuhanuzi
y_pred = clf.teganya (X_test)
Suzuma imikorere yicyitegererezo
ubunyangamugayo = clf.ibisobanuro (X_test, y_test) icapiro (f'Amakuru: {ukuri: .2f} ') `` ` Uru rugero rwimyandikire yerekana uburyo bwo gutoza amashyamba adasanzwe ukoresheje isomero rya scikit-wige isomero no guhanura kuri dataset yikizamini.
Hejuru 5-10 Byakoreshejwe Byinshi Byakoreshejwe / Uduce
Hano haribintu 5-10 byambere bikoreshwa cyane / ibisobanuro kuri ubu buhanga:
stackgen init: Itangiza umushinga mushya wa StackGen.stackgen ikoresha: Kohereza porogaramu ya StackGen kubitanga ibicu.opsverse analyse: Gusesengura amakuru y'ibikorwa remezo ukoresheje abakozi ba OpsVerse AI.opsverse predict: Itanga ubuhanuzi kumibare remezo ukoresheje abakozi ba OpsVerse AI.monitor ya stackgen: Ikurikirana imikorere yibikorwa remezo ukoresheje StackGen.opsverse optimize: Hindura itangwa ryumutungo ukoresheje abakozi ba OpsVerse AI.stackgen gufatanya: Yorohereza ubufatanye hagati yiterambere nitsinda ryamatsinda ukoresheje StackGen.opsverse automate: Ihindura imirimo isanzwe ukoresheje abakozi ba OpsVerse AI.stackgen predict: Itanga ubuhanuzi kumibare remezo ukoresheje StackGen.Opsverse visualize: Yerekana amakuru y'ibikorwa remezo ukoresheje abakozi ba OpsVerse AI.
Kugaragara
Dore amashusho yinyungu za AI ikoreshwa na DevOps ikoresha ukoresheje Chart.js:
imbonerahamwe { "ubwoko": "akabari", "amakuru": { "labels": "imibare": [ { "label": "Inyungu zo gukoresha AI-zikoresha DevOps Automation", "amakuru": [10, 20, 30, 40], "backgroundColor": ["# 3e95cd", "# 8e5ea2", "# 3cba9f", "# e8c3b9"], "umupaka w'amabara": ["# 3e95cd", "# 8e5ea2", "# 3cba9f", "# e8c3b9"], "Ubugari bwumupaka": 1 } ] }, "amahitamo": { "umutwe": { "kwerekana": ukuri, "inyandiko": "Inyungu zo gukoresha AI-zikoresha DevOps Automation" }, "umugani": { "kwerekana": ukuri }, "umunzani": { "yAxes": [ { "amatiku": { "gutangiraAtZero": ukuri } } ] } } } `
Iyerekwa ryerekana ibyiza byo gukoresha AI ikoresha ingufu za DevOps, harimo gucunga ibikorwa remezo byikora, kubungabunga ibiteganijwe, gukoresha neza umutungo, no kunoza ubufatanye.
Umwanzuro
Kugura kwa StackGen kwa OpsVerse birerekana intambwe ikomeye mu ihindagurika ry’imicungire y’ibikorwa remezo byigenga. Ubushobozi bwa AI bwongerewe ubushobozi bwazanywe na OpsVerse buzafasha amashyirahamwe gukora no gutunganya ibikorwa remezo bigoye hamwe nubworoherane butigeze bubaho. Mugihe icyifuzo cya AI ikoresha ingufu za DevOps zikomeje kwiyongera, urubuga rwa StackGen rwiteguye kuzaba umuyobozi muri uyu mwanya. Hamwe nibikorwa bya AI bigezweho hamwe nubushobozi bwo gukoresha ibikoresho bya DevOps, StackGen yiteguye guhindura uburyo amashyirahamwe acunga ibikorwa remezo.