Imekobume yoPhuhliso eDityanisiweyo sisishunqulelo sayo. Sisixhobo sokubhala ikhowudi esenza kube lula ukuphuhlisa, ukuvavanya, kunye nokucoca ikhowudi yakho kuba ihlala ibonelela ngokugqitywa kwekhowudi okanye ukuqonda kwekhowudi ngokuqaqambisa, ulawulo lwezixhobo, izixhobo zokucoca, kunye nezinye izinto.
Nangona i-IDE iyingqikelelo echazwe kakuhle, iyaqala ukuchazwa njengezinye izixhobo, eziquka iincwadi zamanqaku, ziqala ukufumana imisebenzi eyongezelelekileyo ebifudula ikhethekile kwii-IDE.
Inyani yeyokuba ungafaka ikhowudi kuyo nayiphi na inkqubo, ukusuka kwi-notepad yeWindows ukuya kwimiyalelo ekhawulezileyo, kodwa unokunqwenela imeko-bume yenkqubo eyinyani edibanisa ukusebenza kwekhowudi kunye nemeko-bume yokulungisa ingxaki.
Ke kutheni ukhetha i-IDE eqhelekileyo kunenye into, njengencwadana yokubhalela?
Ukusebenza kuya kuba sisisombululo. Qwalasela ikhowudi ngomhleli wokubhaliweyo onje ngeWindows notepad.
Kufuneka wenze ikhowudi yakho xa igqityiwe. Kumhleli wokubhaliweyo ngolu hlobo, awukwazi ukuqhuba inkqubo yakho; endaweni yoko, kufuneka ukhuphe umyalelo okhawulezileyo.
Ngaba bekungayi kukhethwa ukuba yonke into ibe kwindawo enye kunokusebenzisa iinkqubo ezimbini ezahlukeneyo? I-IDE ilungiselelwe iimeko ezinjalo.
Ukuze kukuncede ukhethe esona sisombululo silungileyo kwiimfuno zakho, esi sithuba siza kunika uthelekiso olucokisekileyo lwePyCharm, iSpyder, kunye neJupyter IDE.
Masiqale ngeyona IDE yethu idumileyo yePyCharm.
Intshayelelo I-PyCharm
Enye yee-IDE zePython ezithandwa kakhulu yiPyCharm. I-PyCharm inikezela ngeeplagi ezahlukeneyo, iikiti, kunye nezixhobo zokukhawulezisa inkqubo yePython ngelixa ikwanciphisa inani lomsebenzi ofunekayo ukuyenza.
Ukongeza, iPyCharm inokwenziwa ngokwezifiso ukuze ihambelane neemfuno zomntu ngamnye kunye nokukhethwa kwemveliso.
IPycharm iphuhlise le IDE isebenzisa amaqonga ahlukeneyo, kubandakanya iWindows, iLinux, kunye neMacOS, kwaye isetyenziswa kakhulu iPython yokucwangcisa..
I-IDE ibonelela ngezakhono zokuphononongwa kwekhowudi, ukulungisa ingxaki, ulawulo lwenguqulo, kunye nedebugger. Ukongeza, ukusebenzisa ii-API ezahlukeneyo kwenza abaphuhlisi bakhe iiplagi zePython.
I-IDE isenza sikwazi ukusebenza ngoovimba beenkcukacha ezahlukeneyo ngaphandle kwezinye izixhobo.
Ngaphandle kokuba yenzelwe ngokukodwa iHTML, iPython, iJavaScript, kunye neefayile zeCSS, ingabhalwa kusetyenziswa loo IDE.
Ukongeza, inikezela ngamava amahle omsebenzisi anokuthi alungelelaniswe neemfuno zakho ngeeplagi.
Iimbonakalo
Umhleli weKhowudi ezenzekelayo
Umhleli wekhowudi kwiPyCharm ukrelekrele kwaye wenza kube lula ukubhala ikhowudi yePython yolona didi luphezulu.
Ukusetyenziswa kwemibala ekhethekileyo yemibala yamagama angundoqo, iiklasi, kunye nemisebenzi-i-syntax kunye nokugqamisa impazamo-inika iqondo eliphezulu lokuqonda ikhowudi kunye nokufunda.
Umhleli wekhowudi akanikezeli kuphela ikhowudi yokugqiba ikhowudi kodwa udala izikhokelo zokugqiba ikhowudi yangoku.
Ukufumana iimpazamo kunye neengxaki zenziwe zibe lula kakhulu ngokusebenzisa i-linter kunye nezisombululo ezikhawulezayo.
Ukuhamba ngeProjekthi kunye neKhowudi
Iklasi, inqaku, okanye ifayile inokufunyanwa ngokulula ngabaphuhlisi ngenxa yesixhobo sokukhangela ikhowudi.
Kukwakho nokuncipha okukhulu kwixesha kunye nomgudu ofunekayo wokuhlaziya nokuguqula ikhowudi yePython. Ukukhangela iimbono ezithile zeprojekthi kunye nemibono yesakhiwo kulula.
Imowudi yelensi inceda umphuhlisi ekuphononongeni ngokucokisekileyo kunye nokulungisa ikhowudi yomthombo wePython yonke.
Ukufumana i-elementi, i-vector, njl. usebenzisa ikhowudi yokukhangela kwenzeka ngokukhawuleza. Ukutshintsha phakathi kweeklasi, iifayile, kunye neendlela zilula kubaphuhlisi.
Uphuhliso lweTekhnoloji ezininzi
Abaphuhlisi bePython banokusebenzisa iPyCharm ukwenza iiapps zewebhu. I-CSS, i-TypeScript, i-HTML, i-CoffeeScript, i-JavaScript, kunye nezinye iitekhnoloji zewebhu ezidumileyo zixhaswa yi-Python IDE.
Ukongeza, inkxaso inikezelwa kwiPython, iilwimi zetemplate, kunye neSQL.
Ukongeza, amandla kaPyCharm okuhlela bukhoma anceda abaphuhlisi bewebhu bayile kwaye baguqule iiwebhusayithi ezibukhoma ngaxeshanye.
Kwibhrawuza yewebhu, utshintsho lunokulandelwa ngokulula. Ukuphuhliswa kwe-NodeJS okanye i-AngularJS inokusebenzisa izikhokelo zewebhu.
Ukudityaniswa kweeNkqubo zoLawulo lweNguqulelo (VCSs)
Isixhobo ekulula ukusisebenzisa ukugcina umkhondo wotshintsho olwenziwe kwiifayile, iinkqubo, kunye neminye imithombo yolwazi yinkqubo yolawulo lwenguqulelo (VCS). Inokuthelekiswa nesiseko sedatha yeenguqu.
I-PyCharm inikeza enye Indawo yomsebenzisi ye-CVS, iGit, iMercurial, iPerforce, kunye noGuqulo.
eziluncedo
- I-Easy-to-use
- iindlela ezininzi ezimfutshane ezisebenzayo
- inkqubo yokufaka elula
- Iiplagi ezininzi ziyafumaneka.
- Uguqulelo olunamandla ngakumbi, oluhlawulelwayo luyafumaneka.
- ukubandakanyeka okugqwesileyo koluntu
- ivumela ukudala ikhowudi ekhawulezayo
- ukukwazi ukucofa kube kanye ukufunda yonke ikhowudi yemvelaphi yePython
neengozi
- Ine-pricier ihlawulwe inguqulelo
- I-Python entsha kufuneka ikuphephe oku.
- Inokubonisa ubunzima xa uzama ukulungisa izixhobo ezifana nevenv
- Inkqubo enzulu yobutyebi, okanye enye efuna inkumbulo eninzi kunye nokugcinwa.
Intshayelelo ijupyter
Ukuvelisa isoftware yomthombo ovulekileyo kunye nokubonelela ngeenkonzo zekhompyuter ezisebenzisanayo kusetyenziswa iilwimi ezahlukeneyo zokucwangcisa, iProjekthi Jupyter yasekwa. IJulia, iPython, kunye ne-R zezona lwimi zintathu ziphambili zenkqubo ezixhaswa nguJupyter.
Indawo esebenzisanayo esekwe kwiwebhu enomthamo wekhompyutha ibizwa ngokuba yiJupyter Notebook. Ibonelela ngefomati yoxwebhu lweJupyter, iJupyter Isicelo sewebhu, kunye neJupyter Python Web Server.
Yonke incwadi yokubhalela yeJupyter yifayile esekwe kwi-JSON ngegalelo & neeseli zemveliso; ezi seli zinokubandakanya ikhowudi, umbhalo, imisebenzi yezibalo, kunye neegrafu.
JUpyter Notebook igcinwe kwi.ipynb format. Iifomati zamaxwebhu asemgangathweni aquka i-HTML, PDF, Markdown, kunye nePython nazo ziguqulwa yiJupyter (.ipynb).
Kwinkalo yesayensi yedatha, incwadana yeJupyter isetyenziswa rhoqo.
Iimbonakalo
I-Inbuilt Cell Easy Caching:
Kungumceli mngeni ukugcina umkhondo wemeko yokubulawa kweseli nganye, kodwa uJupyter uyakukhathalela oku.
Yonke iseli esebenzayo, kuquka nezo zikhuphela i-terabytes yedatha kwiseva ekude okanye uloliwe iimodeli zokufunda ngomatshini, ineziphumo zayo ezigcinwe nguJupyter.
Uhlalutyo lwedatha oluhlolayo
Abasebenzisi beJupyter banokubona iziphumo zekhowudi ngqo kumhleli ngaphandle kokulinda ezinye iinxalenye zekhowudi ukugqiba. Ikhowudi ekwincwadana yamanqaku inokuvavanywa kwiseli nganye nangawuphi na umzuzu ukubonelela ngemveliso.
Oku kuthetha ukuba, ngokungafaniyo nezinye ii-IDE eziqhelekileyo ezifana ne-PyCHArm kunye ne-VSCode, i-Jupyter isekela ukuprintwa kwe-line yeziphumo, eziluncedo kakhulu kwinkqubo yohlalutyo lwedatha (EDA).
Ukuzimela kuLwimi
IJupyter Notebook iqonga- kwaye ulwimi-luzimele ngenxa yokumelwa kwayo kwifomathi ye-JSON.
Ikhono likaJupiter lokucutshungulwa luluhlu olubanzi lweelwimi kunye nokuguqulwa kwiifomathi ezahlukeneyo zefayile, kuquka iMarkdown, HTML, PDF, kunye nezinye, enye into.
uxwebhu lwekhowudi
Unokuchaza ngokukhawuleza izikripthi zabo kwiJupyter, umgca ngomgca, kunye nezimvo ezibandakanyiweyo kwinqanaba ngalinye.
Okungcono, ikhowudi isebenza ngokupheleleyo kwaye abasebenzisi banokongeza ukusebenzisana kunye neenkcazo usebenzisa iJupyter.
NONE
I-Jupyter Notebook isebenzisa iipakethi ze-"ipywidgets", ezibonelela ngojongano oluqhelekileyo lomsebenzisi ukuphanda ikhowudi esebenzayo kunye nedatha. Ke ngoko, ikhowudi yeJupyter ayimi njengoko inokutshintshwa ngabasebenzisi kwaye idluliselwe kumdlalo omtsha.
Imithombo yegalelo lekhowudi kunye nempendulo ekujoliswe kuyo inokulawulwa kwisiphequluli.
eziluncedo
- Eyona nkqubo isebenzayo yokuqalisa iprojekthi yesayensi yedatha.
- Amanqaku kunye nokubonwayo kudluliswa ngokulula.
- Ukuba ufuna ukuphonononga icandelo lomgca wekhowudi ngomgca kwaye unikeze impendulo yexesha langempela, unokubeka ikhowudi ethile kwiJupyter Notebook.
- I-Markdowns kunye nezinye iimpawu ezongezelelweyo ziyafumaneka.
- Iinkonzo zamafu ezifana neGitHub kunye nePastebin zibonelela ngekhowudi yokwabelana ngezakhono, nangona kunjalo, ezi zisombululo zisebenza kakhulu. Ukusebenzisa iJupyter Notebook ikuvumela ukuba ufunde ikhowudi, uyenze, kwaye ujonge iziphumo kwisikhangeli sakho sewebhu.
neengozi
- Indawo yenkqubo yePython ayibanzi kwiJupyter Notebook. Imizekelo yeempawu ongenakusoloko uzibona kwi-IDE ibandakanya ukulungisa iimpazamo, ukugqitywa kwekhowudi, kunye nolawulo lwemodyuli.
Intshayelelo Ispyder
I-Spyder yi-cross-platform, i-IDE yomthombo ovulekileyo. I-Python Spyder IDE yaphuhliswa kusetyenziswa iPython kuphela.
Yaphuhliswa zizazinzulu kwaye yenzelwe ngokukodwa izazinzulu, abahlalutyi bedatha, kunye neenjineli. Mhlawumbi sele uyayazi iSpyder ukuba umatshini wakho uqhuba ukuhanjiswa kweAnaconda.
I-IDE yesayensi yedatha engumthombo ovulekileyo kunye ne-cross-platform. Ukuba awuzange usebenzise i-IDE ngaphambili, iSpyder yindawo entle yokuqalisa.
I-NumPy, i-SciPy, i-Matplotlib, kunye ne-IPython zibandakanyiwe njengamathala eencwadi enzululwazi yedatha. Iiplagi nazo zinokusetyenziselwa ukwandisa. Ngokwahlukileyo kwezinye ii-IDE ze-intanethi, iSpyder yaphuhliswa ngokukodwa kwisayensi yedatha.
Nokuba ayithandeki njengezinye ii-IDE ezinjengeVisual Studio okanye iAtom, kusafuneka uzame.
Enkosi kukutyibilika kwegophe lokufunda, uya kukwazi ukuyilawula kwangoko. Inketho yoncedo lwe-intanethi, ekuvumela ukuba ujonge iinkcukacha ezichanekileyo malunga namathala eencwadi, yenye abaqalayo abaya kuyonwabela ukuyisebenzisa.
Iimbonakalo
- Uyakwazi ukuyisebenzisa ukuqhuba i-terminal ye-IPython.
- Ine-debugger esebenzayo.
- Iindawo zokuqhawula ziyafumaneka (debugging kunye neebreakpoints ezinemiqathango)
- Ungenza umgca, ifayile, iseli, njl. ngexesha lophumezo lokusebenzisana.
- Ngokuhlalutya ikhowudi, inikezela kwiinkcazo zokuya, ukucanda ngokuthe tye / ngokuthe nkqo, kunye nokugqitywa kwekhowudi ngokuzenzekelayo.
- Njengoko yayiyilwe ngezazinzulu zedatha engqondweni, njengeNumPy, isebenza kakuhle naloo mathala.
- Yenza ulungelelwaniso lwekhonsoli yangoku/enikezelweyo/yangaphandle, iparamitha zomgca womyalelo, kunye nokhetho lolawulo olusebenzayo, phakathi kwezinye izinto.
- Inebhrawuza eyakhelwe-ngaphakathi yamaxwebhu.
eziluncedo
- I-IDE ilula.
- Ineempawu ezintle ezilungele abaqalayo, njengenkxaso ye-intanethi.
neengozi
- Ayinakukwazi ukuziqhelanisa ngendlela emangalisayo.
- Xa kuthelekiswa nabakhuphisana nabo, ilula (umzekelo, iPyCharm).
I-PyCharm vs Jupyter Notebook vs Spyder IDE-Yeyiphi omele ukhethe?
I-Spyder okanye iPyCharm zezona zikhetho zibalaseleyo ukuba ufuna i-IDE eyenzelwe ngokukodwa indawo yePython kuba zombini zilungiselelwe inkqubo yepython.
Ngelixa iJupyter ikwasebenza kunye nePython ulwimi lwenkqubo, ikwasebenza nezinye iilwimi zekhompyuter.
Yenza iJupyter Notebook ukuba ungumfundi oqalayo kuba iJupyter iluncedo kwabaqalayo kwaye iya kukunceda uqonde izinto ezisisiseko.
Ukuba unqwenela ukuqhuba ikhowudi ngaphezu kweyodwa, iSpyder iluncedo. Ixhomekeke kwiifitsha ezifunwa yi-IDE yakho, emva koko kufuneka ukhethe eyona ifanelekileyo.
Nganye kuzo zontathu ineempawu ezahlukileyo kwaye isebenza kakuhle ngemisebenzi yokucwangcisa. Thatha ixesha lakho, zifundise, kwaye uqwalasele ukhetho lwakho ngaphambi kokukhetha eyona ilungileyo kuwe.
isiphelo
Ukuza kuthi ga ngoku sijonge ulwazi oluninzi malunga nezakhono, izibonelelo, kunye nokungahambi kakuhle kwe-IDEs PyCharm, Jupyter Notebook, kunye neSpyder.
I-Pycharm, ngokoluvo lwam, iya kusebenza ngcono kubo bobabini abaqapheli kunye nabaphuhlisi abanamava kuba ineempawu kumntu wonke. Ke, ngoku kukuwe ukuba wenze isigqibo ngokuxhomekeke kwiimfuno zakho kunye neeprojekthi.
Shiya iMpendulo