Vanhu vazhinji vanoshanda nePython vatanga kucherechedza iyo Anaconda chirongwa. Iyo yemahara uye yakavhurwa sosi yekuparadzira kweiyo Python uye mitauro R. Inoshandiswa zvakanyanya mu data sainzi uye kudzidza kwemuchina. Naizvozvo, makuru evhoriyamu yeruzivo anogona kugadziriswa kuti aongorore nekukurumidza.
Zviri chaizvo yakapusa kuisa, kumhanya uye kugadzirisa, mukuwedzera pakuenderana nemapurojekiti akakosha seTensorflow. Zvakanaka, mune ino dzidzo, ini ndinokuratidza maitiro aunga gadzira gore reVPS semuenzaniso kuisa Anaconda ipapo ...
Chii chinonzi Anaconda Kugovera?
Anaconda hapana chimwe kunze kweyakavhurika sosi suite, pasi peBDS rezinesi, iyo iine akateedzana maapplication uye maraibhurari eiyo data sainzi nemitauro yekuronga senge Python. Uku kugoverwa kweakakurumbira echirongwa mutauro unoshanda semaneja wenharaunda, wepakeji maneja uye ine hombe repertoire yemazana emapakeji.
Mukati meAnaconda Distribution unogona kuwana mana ekutanga mabhuroko:
- Anaconda Navigator (GUI yeiri nyore uye intuitive manejimendi).
- Anaconda Chirongwa.
- Raibhurari dze data sainzi.
- Conda (kuraira kweCLI manejimendi)
Vose zvavo ichaiswa otomatiki pamwe nekuiswa kwepakeji, sezvandicharatidza nhanho nhanho gare gare.
Anaconda Distribution Zvimiro
Anaconda Distribution ine zvinonakidza maficha izvo zvinoita kuti zvive zvakakosha kwazvo munyika yekuongorora kwedhata. Zvinonyanya kuzivikanwa ndezvi:
- Izvo hazvitsamire pane chero kambani, nekuti inochengetwa nenharaunda uye yakavhurika sosi, pamwe neyakaitwa pachena.
- Iyo muchinjika-chikuva, saka inogona kushanda pane ese ari maviri GNU / Linux, macOS uye Windows.
- Izvo zviri nyore kwazvo, kugona kuisa nekugadzirisa mapakeji uye nharaunda dze data sainzi zvakapusa uye nekukurumidza.
- Mapurojekiti mazhinji esainzi anoishandisa, saka yakavimbika chose.
- Yakazara nezvishandiso zvinobatsira kuti basa rako rive nyore, kunyangwe yekudzidza kwemuchina.
- Inoenderana nevanoona dhata seMatplotlib, Datashader, Bokeh, Holoviews, nezvimwe.
- Yepamberi uye ine simba manejimendi manejimendi, pamwe nemukana wekuwana zviwanikwa zvemberi kudzidza muchina.
- Iwe hauzove nematambudziko nekutsamira kwepakeji uye shanduro vhezheni.
- Gadzira uye ugovane zvinyorwa nemarongedzero ehupenyu kodhi, equations, rondedzero, uye zvirevo.
- Iwe unogona kuumbiridza Python sosi kodhi pane chero muchina wekukurumidza kuuraya. Uye zvakare, iyo icharerutsa kunyorwa kweakaomesesa akafanana algorithms.
- Inotsigira yepamusoro performance komputa.
- Zvirongwa muAnaconda zvinotakurika, saka zvinogona kugovaniswa kana kuendeswa kune mamwe mapuratifomu.
Chii chinonzi VPS?
Kunyangwe iwe uchigona kuisa Anaconda Distribution pane yakajairwa PC, kana yako wega server, mune ino dzidzo tichakuratidza maitiro ekuzviita mukati sevha yeVPS, sezvo iine zvakateedzana zvezvakanaka, senge kuti inogona kutarisirwa kure nevashandisi vakati wandei, yakakura bandwidth, scalability, yakanyanya kuwanikwa, uye yakakosha mari yekuchengetedza kana ichienzaniswa nesarudzo yekuve neyako server.
Pamubhadharo mudiki wekunyorera, unogona kuve nebasa VPS (Virtual Private Server)ndiko kuti, chaiyo yakavanzika server. Mune ino kesi ini ndichavimba neClouding yedzidziso. Naizvozvo, zvakanaka kutaura kuti iyi VPS ndeye yakazvitsaurira "pasuru" chete yako yedata repakati remupi uyu. Mariri unogona kuita chero chaunoda, sekuisa sevha yeLinux uye kuwanda kwemaapp. Mune ino kesi, isu tichaisa Anaconda.
Iyi VPS ichashanda semuchina wakazvimiriraNdokunge, iine RAM yayo pachayo, nenzvimbo yayo yekuchengetera pane inokurumidza SSD, iine dzakateedzana dzakapihwa CPU cores, pamwe neanoshanda system.
Uye haufanire kunetsekana nezve kugadzirisa yako data centre Hardware, kana kubhadhara simba kana Broadband fizi yekuva neserura, ndoda zvinodikanwa zvezvivakwa...
Isa Anaconda nhanho nhanho
Sevhisi yakasarudzwa, sekutaura kwandakaita, ndizvo Clouding.io, yandinogadzira muenzaniso kana VPS ine GNU / Linux inoshanda system kubva ipapo gadza Anaconda nenzira yakapusa. Nenzira iyoyo, unogona kutanga nedata science nesimbiso inopihwa nemupi uyu, sezvo iine 24/7 rutsigiro muchiSpanish kana paine chimwe chinhu chingaitika, uye nzvimbo yayo yedata iri muBarcelona, nekudaro iri pasi pemitemo yekudzivirira European data. Nekudaro kudzivirira iyo GAFAM / BATX, chimwe chinhu chinenge chakakosha munguva dzino ...
Gadzira Cl accountouding uye gadzirira chikuva cheVPS
Tisati tatanga, chinhu chekutanga ndechekuti shandisa iyo Clouding sevhisi. Unogona kuiwana kubva kune yayo yepamutemo webhusaiti uye sarudza mwero unokodzera zvakanyanya zvaunoda. Aya maitirwo anosiyana muhuwandu hwe RAM, SSD yekuchengetedza, uye CPU vCores iyo iwe yauchazove uine yako yaunowana yeVPS yako. Kunyangwe iwe uchida zvinopfuura izvo zvinopihwa nemitengo iyi, une sarudzo yekumisikidza tsika server.
Kuve sainzi yedhata yekuongorora data, zvingave zvinonakidza kana iwe uine chikuru compute performance zvinogoneka, pamwe nemari yakanaka ye RAM. Kunyangwe kana iwe uchizoshandisa iyo kune zvine mwero mapurojekiti, hazvizove zvichidikanwa zvakanyanya ...
Paunenge uchangonyoresa nekutevera nhanho dzewizard, pamwe nekuongorora yako email kero, iwe unozokwanisa kuwana yako panhare. Nezve izvo, iwe unofanirwa login Mumakore:
Iwe watove mubasa, uye uchave uchiona iyo intuitive control panel. Kana iwe uchida kutanga kugadzira iyo sevhisi kana sevha yeVPS, iwe unofanirwa kudzvanya pa Dzvanya apa kuti ugadzire yako yekutanga server:
Izvi zvinokuunza iwe ku yekumisikidza skrini yeVPS server yako. Chinhu chekutanga chauchaona isarudzo yekuisa zita raunoda kuVPS yako. Ipapo iyo yerudzi rwekushandisa system iwe yaunoda kuisa. Unogona kusarudza pakati peWindows kana Linux, uye mukati mechikamu cheLinux pane akati wandei anowanikwa distros. Mune ino kesi ini ndasarudza Ubuntu Server 20.04, asi unogona kusarudza iyo yaunoda:
Paunenge wapedza, enda pasi pane iro chete peji uye iwe uchaona dzimwe sarudzo kusarudza iyo Hardware zviwanikwa: RAM kugona, SSD yekuchengetedza chinzvimbo, kana iyo nhamba yeCPU cores iwe yaunofanira kugovera kuVPS yako. Ramba uchifunga kuti iwe unokwanisa kuzvibata sezvaunoda, kunyangwe kana iwe uchida kugadzira maVPS akati wandei uye ugovagovera pakati pavo ... Uye rangarira, iwe unogona kugara uchiyera nehurongwa hwepamusoro, kana uchizvida.
Iwe zvakare une sarudzo dzekumisikidza iyo Firewall kana mabhakuki. Pamwechete, haufanire kubata icho, kunyangwe kana iwe uine zvaunofarira zvekuvandudza chengetedzo, enda kumberi. Chii chakakosha gadzira uye utumidze iyo kiyi yeSSH. Kutenda kwazviri, iwe unogona kuwana kure kurega maneja yako VPS usingabvunze password yako nguva dzese.
Tarisa kuti zvese zvakanaka here uye Press Send. Izvo zvinokutora iwe kuenda kune imwe skrini uko yako VPS yatove kuoneka. Mune chinzvimbo iwe uchaona kuti ichiri kuisa nekugadzirisa pachayo. Asi usazvidya moyo, zvinoitwa nekukurumidza:
Munguva pfupi iwe uchaona kuti zvapera uye chinzvimbo chinzvimbo chichaonekwa se Active. Panguva iyoyo, unogona kushandisa yako sisitimu yekushandisa kuisa izvo zvaunoda (mune ino kesi Anaconda).
Dzvanya pazita iyo yawakaisa paVPS yako uye inokuendesa kune imwe peji ine chidimbu cheruzivo rwe server uko kwaunoisa Anaconda:
Nekudaro, izvo zvakakosha ndiyo nzvimbo inonzi Maitiro ekuwana sevha. Apa ndipo pane ruzivo rwaunoda kuti uwane, IP yeVPS, senge password, mushandisi (mudzi) kana iyo SSH kiyi yekurodha pasi.
Kubva pane ese aya data, ne Server IP, mudzi uye password iwe unogona ikozvino kuwana uri kure kuti uenderere mberi nekuiswa kweAnaconda ...
Isa Anaconda
Iye zvino zvese zvagadzirira iyo Anaconda kuisirwa paVPS. Nezve izvo, iwe unogona kushanyira yavo webhusaiti kuti uverenge rumwe ruzivo nezve chirongwa kana kutarisa yazvino vhezheni iripo.
Kuti utange, iwe unofanirwa pinda server yako yeVPS uri kure neSSH. Nenzira iyoyo, kubva kunharaunda yako distro, unogona kuisa zvese zvaunoda pane server. Zvichava nyore sekuvhura yako terminal uye uchinyora unotevera kuraira (rangarira kutsiva youripdelserver yeiyo IP yeVPS yawakaona pakutanga kuClouding):
ssh root@tuipdelservidor
Ari kuzokubvunza password, cheka iyo yawakaratidzwa naClouding nekunamatira. Izvo zvinokupa iwe kupinda. Iwe unozoona kuti kukurumidza kwetemu yako kwachinja, haisisiri yemuno yemushandisi wako, asi ikozvino ndiyo yemuchina uri kure. Naizvozvo, mirairo yese yaunonyora kubva ipapo ichaitwa pane server yeVPS.
Iye zvino zvaunenge wave kuwana, chinotevera chinhu chekuita kutanga dhawunirodha uye gadza Anaconda nemirairo inotevera kuti uiise kudhairekitori rechinguva uye utore iyo vhezheni iwanikwe kubva kunzvimbo dzepamutemo:
cd /tmp
curl -O https://repo.anaconda.com/archive/Anaconda3-2020.11-Linux86_64.sh
Mushure meizvozvo, uchave naAnaconda, anotevera chengetedza kuvimbika ye data rakadzingwa uchishandisa iyo SHA-256 sum. Nezve izvo, ingomhanya unotevera kuraira:
sha256sum Anaconda3-2020.11-Linux-x86_64.sh
Y ichadzoka hashi kutarisa.
Zvino unofanira tanga Anaconda nemirairo inotevera:
bash Anaconda3-2020-11-Linux-x86_64.sh
Izvo zvinokutora iwe kuenda kune meseji inokukumbira iwe kudzvanya ENTER uyezve izvo zvinokuendesa iwe kune Ananconda rezinesi chibvumirano. Unogona kuenda kumagumo nekudzvanya Intro uye ichakubvunza kana iwe uchida kupindura na hongu kana kwete. Ndokunge, kana iwe uchibvuma iwo mamiriro kana kwete. Nyora "hongu" pasina makotesheni uye pinda ENTER. Chinhu chinotevera chauchazoona ndechekuti:
Nhanho inotevera ndeyekusarudza nzvimbo yekumisikidza. Dhinda ENTER yenzira inoratidzwa nekusarudzika kana pinda imwe nzira kana uchida ... Zvino kuiswa kwaAnaconda kwakadaro kuchatanga. Zvinotora nguva shomana.
When maitiro apera, uchagamuchira meseji seinotevera, inoratidza kuti yapedza zvinobudirira:
Type ehe kutanga conda. Iye zvino zvinokudzosera iwe kukurumidza kweVPS yako. Iwe une chimwe chinhu chasara usati wagona kushandisa conda, uye ndiko kuita kumisikidza ne:
source ~/.bashrc
Uye zvino unogona shandisa kondomu uye tanga kupa Anaconda inobatsira ... Semuenzaniso, unogona kuona rubatsiro pane zvingasarudzwa uye nyora mapakeji anowanikwa zvichiteerana ne:
conda
conda list
Kunyangwe kumisikidza nharaunda yeAnaconda ku shandisa python3, Semuyenzaniso:
conda create --name mi_env python=3
Mhinduro y kumubvunzo iwe waunobvunza kuti uenderere mberi uye izvo zvinodikanwa zvichaiswa.
Iwe unogona kare shandisa nharaunda nyowani kutanga kushanda uye kunakidzwa ...
conda activate mi_env
Iye zvino zvatave nezvose zvakaiswa uye kushanda, iwe wakakwanisa kuongorora simba uye kuita kwakasiyana siyana kunopihwa neVPS yekutambira senge yatakakuratidza kuClouding. Anaconda ingori yemhando dzakasiyana siyana dzekushandisa uye maturusi aunokwanisa kuisa nekushandisa. Kwete zvese zvinodzika pasi mukugadzira mawebhusaiti. Kune zvakawanda zvimwe sarudzo iwe dzaunogona kushandisa iyo VPS ye. Kana uine chero mibvunzo, isu siya mhinduro.