Integrated Development Environment ndiye chidule chake. Ndi chida cholembera chomwe chimapangitsa kukhala kosavuta kupanga, kuyesa, ndikuwongolera khodi yanu chifukwa nthawi zambiri imapereka kumalizidwa kwa ma code kapena kuzindikira kachidindo powunikira, kasamalidwe kazinthu, zida zowongolera, ndi zina.
Ngakhale kuti IDE ndi lingaliro lodziwika bwino, likuyamba kufotokozedwanso ngati zida zina, kuphatikizapo zolemba, zimayamba kupeza ntchito zambiri zomwe poyamba zinkangokhala ma IDE okha.
Chowonadi ndi chakuti mutha kulembetsa pafupifupi pulogalamu iliyonse, kuchokera pa Windows notepad kupita ku malamulo ofulumira, koma mutha kukhumbanso malo enieni opangira mapulogalamu omwe amaphatikiza magwiridwe antchito ndi malo owongolera.
Nanga bwanji mungakonde IDE yokhazikika kuposa china chake, ngati cholembera?
Kuchita bwino kungakhale yankho. Ganizirani zolembera ndi cholembera monga Windows notepad.
Muyenera kukhazikitsa code yanu ikamalizidwa. Mumawu osintha monga chonchi, simungathe kuyendetsa pulogalamu yanu; m'malo mwake, muyenera kupereka lamulo mwamsanga.
Kodi sikungakhale kwabwino kukhala ndi chilichonse pamalo amodzi m'malo mogwiritsa ntchito mapulogalamu awiri osiyana? IDE imakonzedwa pamikhalidwe yotere.
Pofuna kukuthandizani kusankha njira yabwino yothetsera zosowa zanu, positiyi idzapereka kufananitsa bwino kwa PyCharm, Spyder, ndi Jupyter IDEs.
Tiyeni tiyambe ndi PyCharm IDE yathu yotchuka kwambiri.
Kuyamba kwa PyCharm
Chimodzi mwazokonda kwambiri za Python IDE ndi PyCharm. PyCharm imapereka mapulagini osiyanasiyana, zida, ndi zida zofulumizitsa mapulogalamu a Python ndikuchepetsanso kuchuluka kwa ntchito yofunikira kuti izi zitheke.
Kuphatikiza apo, PyCharm ikhoza kusinthidwa kuti igwirizane ndi zosowa za munthu payekha komanso zomwe amakonda pakupanga.
Pycharm adapanga IDE iyi pogwiritsa ntchito nsanja zosiyanasiyana, kuphatikiza Windows, Linux, ndi macOS, ndipo amagwiritsa ntchito Python popanga mapulogalamu..
IDE imapereka kuthekera kowunikiranso ma code, kukonza zolakwika, kuwongolera kwazomwe, ndi debugger. Kuphatikiza apo, kugwiritsa ntchito ma API osiyanasiyana kumathandizira opanga mapulagini a Python.
IDE imatithandiza kugwira ntchito ndi nkhokwe zosiyanasiyana kupatula zinthu zina.
Ngakhale idapangidwira ma fayilo a HTML, Python, JavaScript, ndi CSS, itha kulembedwanso pogwiritsa ntchito IDE imeneyo.
Kuphatikiza apo, imapereka mawonekedwe okongola ogwiritsa ntchito omwe angagwirizane ndi zosowa zanu kudzera pamapulagini.
Mawonekedwe
Automated Code Editor
Wolemba khodi mu PyCharm ndi wanzeru ndipo amapangitsa kuti kulemba khodi ya Python ikhale yosavuta kwambiri.
Kugwiritsa ntchito mitundu yapadera yamitundu ya mawu osakira, makalasi, ndi ntchito-mawu ndi kuwunikira zolakwika-kumapereka chidziwitso chapamwamba cha chidziwitso ndi kuwerenga.
Mkonzi wa ma code sikuti amangopereka luso lomaliza ma code anzeru komanso amapanga mayendedwe kuti amalize kachidindo kameneka.
Kupeza zolakwika ndi zovuta kumapangidwa kukhala kosavuta kwambiri pogwiritsa ntchito linter ndi njira zofulumira.
Navigation ndi Project ndi Code
Kalasi, mawonekedwe, kapena fayilo zitha kupezeka mosavuta ndi opanga chifukwa cha chida chosakatula.
Palinso kuchepa kwakukulu kwa nthawi ndi khama lofunika kuti musinthe ndikusintha code ya Python. Kusaka kwa mawonedwe enieni a polojekiti ndi mawonedwe apangidwe ndikosavuta.
Ma lens amathandizira wopanga mapulogalamu kuti afufuze bwino ndikuwongolera ma code a Python.
Kupeza chinthu, vector, ndi zina zambiri pogwiritsa ntchito ma code navigation kumachitika nthawi yomweyo. Kusintha pakati pa makalasi, mafayilo, ndi njira ndizosavuta kwa opanga.
Multiple Technology Development
Opanga Python amathanso kugwiritsa ntchito PyCharm kupanga mapulogalamu apa intaneti. CSS, TypeScript, HTML, CoffeeScript, JavaScript, ndi matekinoloje ena otchuka a pa intaneti amathandizidwa ndi Python IDE.
Kuphatikiza apo, chithandizo chimaperekedwa kwa Python, zilankhulo za template, ndi SQL.
Kuphatikiza apo, kuthekera kosintha kwa PyCharm kumathandizira opanga mawebusayiti kupanga ndikusintha mawebusayiti amoyo nthawi imodzi.
Pamsakatuli, zosintha zitha kutsatiridwanso mosavuta. Kukula kwa NodeJS kapena AngularJS kutha kugwiritsanso ntchito mawebusayiti.
Kuphatikiza kwa ma Version Control Systems (VCSs)
Chida chosavuta kugwiritsa ntchito chowonera zomwe zasintha pamafayilo, mapulogalamu, ndi zina zambiri ndi makina owongolera mtundu (VCS). Itha kufananizidwa ndi nkhokwe ya zosintha.
PyCharm imapereka imodzi mawonekedwe a mawonekedwe kwa CVS, Git, Mercurial, Perforce, ndi Subversion.
ubwino
- Kugwiritsa ntchito mosavuta
- njira zazifupi zosawerengeka
- unsembe ndondomeko kuti ndi yosavuta
- Mapulagini angapo alipo.
- Mtundu wamphamvu kwambiri, wolipidwa ulipo.
- kukhudzidwa kwabwino kwa anthu ammudzi
- imalola kupanga ma code mwachangu
- kutha kudina kamodzi kuti muwerenge zolemba zonse za Python
kuipa
- Ili ndi mtundu wolipira kwambiri
- Python newbies ayenera kupewa izi.
- Zitha kukhala zovuta poyesa kukonza zida ngati venv
- Pulogalamu yogwiritsa ntchito kwambiri, kapena yomwe imafunikira kukumbukira komanso kusungirako zambiri.
Kuyamba kwa jupyter
Kuti apange mapulogalamu otseguka ndikupereka ntchito zamakompyuta pogwiritsa ntchito zilankhulo zosiyanasiyana zamapulogalamu, Project Jupyter idakhazikitsidwa. Julia, Python, ndi R ndi zilankhulo zitatu zoyambirira zomwe Jupyter amathandizira.
Malo ochezera a pa intaneti omwe ali ndi mphamvu zamakompyuta amatchedwa Jupyter Notebook. Imapereka mtundu wa zolemba za Jupyter, Jupyter Mawonekedwe a Webusaiti, ndi Jupyter Python Web Server.
Buku lonse la Jupyter ndi fayilo yochokera ku JSON yokhala ndi zolowetsa & zotulutsa; maselowa amatha kukhala ndi code, zolemba, masamu, ndi ma graph.
Jupyter Notebook imasungidwa mu mtundu wa.ipynb. Mawonekedwe okhazikika a zikalata kuphatikiza HTML, PDF, Markdown, ndi Python amasinthidwanso ndi Jupyter (.ipynb).
M'munda wa sayansi ya data, kope la Jupyter limagwiritsidwa ntchito pafupipafupi.
Mawonekedwe
Inbuilt Cell Easy Caching:
Ndizovuta kuyang'anira momwe selo iliyonse ikugwiritsidwira ntchito, koma Jupyter amasamalira izi kwa inu.
Selo lililonse lomwe likugwira ntchito, kuphatikiza omwe amatsitsa ma terabytes a data kuchokera pa seva yakutali kapena sitima mitundu yophunzirira makina, ali ndi zomwe apeza zosungidwa ndi Jupyter.
Kusanthula deta komwe kuli kofufuza
Ogwiritsa ntchito Jupyter amatha kuwona zomwe apeza pamakhodiwo mwachindunji mumkonzi popanda kudikirira kuti magawo ena a code amalize. Khodi yomwe ili mu notebook ikhoza kuyesedwa pa selo iliyonse nthawi iliyonse kuti ipereke zotsatira.
Izi zikutanthauza kuti, mosiyana ndi ma IDE ena wamba monga PyCHArm ndi VSCode, Jupyter imathandizira kusindikiza kwa mzere wa zotsatira, zomwe zimathandiza kwambiri pofufuza kafukufuku wa data (EDA).
Wopanda Chiyankhulo
Jupyter Notebook ndi nsanja- komanso chilankhulo chodziyimira pawokha chifukwa choyimira mu mtundu wa JSON.
Kuthekera kwa Jupiter kusinthidwa ndi zilankhulo zambiri ndikusinthidwa kukhala mafayilo osiyanasiyana, kuphatikiza Markdown, HTML, PDF, ndi zina, ndichinthu china.
zolemba kodi
Mutha kufotokozera mwachangu zolemba zawo mu Jupyter, mzere ndi mzere, ndi ndemanga zikuphatikizidwa pagawo lililonse.
Ngakhale bwino, code ikugwira ntchito kwathunthu ndipo ogwiritsa ntchito amatha kuwonjezera kuyanjana ndi mafotokozedwe pogwiritsa ntchito Jupyter.
Live Code Interactions:
Jupyter Notebook imagwiritsa ntchito phukusi la "ipywidgets", lomwe limapereka mwayi wogwiritsa ntchito wamba pofufuza ma code ndi deta. Chifukwa chake, nambala ya Jupyter siimakhazikika chifukwa imatha kusinthidwa ndi ogwiritsa ntchito ndikutumizidwa kuti iyambenso.
Magwero olowetsa ma code ndi mayankho omwe mukufuna azitha kuwongoleredwa mu msakatuli.
ubwino
- Dongosolo lothandiza kwambiri poyambitsa projekiti ya sayansi ya data.
- Zolemba ndi zowonera zimasamutsidwa mosavuta.
- Ngati mukufuna kuwunikanso gawo la code mzere ndi mzere ndikupereka ndemanga zenizeni, mutha kuyika ma code mu Jupyter Notebook.
- Markdowns ndi zina zowonjezera zilipo.
- Ntchito zamtambo monga GitHub ndi Pastebin zimapereka mwayi wogawana ma code, komabe, mayankhowa amakhala opanda pake. Kugwiritsa ntchito Jupyter Notebook kumakupatsani mwayi kuti muwerenge kachidindo, kuichita, ndikuwona zotsatira mumsakatuli wanu.
kuipa
- Malo opangira mapulogalamu a Python sizokwanira mu Jupyter Notebook. Zitsanzo za zinthu zomwe simukadaziwona nthawi zambiri mu IDE zikuphatikiza kukonza zolakwika, kumaliza ma code, ndi kasamalidwe ka module.
Kuyamba kwa Spyder
Spyder ndi nsanja, IDE yotseguka. Python Spyder IDE idapangidwa pogwiritsa ntchito Python yokha.
Linapangidwa ndi asayansi ndipo linapangidwira makamaka asayansi, ofufuza deta, ndi mainjiniya. Mwinamwake mukudziwa kale Spyder ngati makina anu akuyendetsa kugawa kwa Anaconda.
Ndi IDE ya sayansi ya data yomwe ili gwero lotseguka komanso nsanja. Ngati simunagwiritsepo ntchito IDE, Spyder ndi malo abwino kwambiri oyambira.
NumPy, SciPy, Matplotlib, ndi IPython akuphatikizidwa ngati malaibulale oyambira asayansi. Mapulagini atha kugwiritsidwanso ntchito kukulitsa. Mosiyana ndi ma IDE ena pa intaneti, Spyder idapangidwa makamaka kwa sayansi ya data.
Ngakhale sizokopa ngati ma IDE ena monga Visual Studio kapena Atom, muyenera kuyesabe.
Chifukwa cha kutsetsereka kwa curve yophunzirira, mudzatha kuzidziwa nthawi yomweyo. Njira yothandizira pa intaneti, yomwe imakuthandizani kuti muwone zambiri zamalaibulale, ndi imodzi yomwe oyamba angasangalale kugwiritsa ntchito.
Mawonekedwe
- Mutha kuyigwiritsa ntchito kuyendetsa IPython terminal.
- Ili ndi debugger yothandiza.
- Ma breakpoints alipo (kuchotsa zolakwika ndi zokhazikika)
- Mutha kupanga mzere, fayilo, selo, ndi zina.
- Kupyolera mu kusanthula ma code, imapereka matanthauzo opita, kugawanika kopingasa/kuimirira, ndi kumaliza kachidindo kokha.
- Monga idapangidwa ndi asayansi a data, monga NumPy, imagwira ntchito bwino ndi malaibulale amenewo.
- Thamangani masinthidwe azomwe zilipo / zodzipatulira / zakunja, magawo a mzere wamalamulo, ndi zosankha zamakanema ogwira ntchito, pakati pazinthu zina.
- Ili ndi msakatuli womangidwa mkati mwazolemba.
ubwino
- IDE ndiyopepuka.
- Ili ndi zinthu zabwino kwambiri zoyambira, monga chithandizo cha pa intaneti.
kuipa
- Sizosinthika modabwitsa.
- Poyerekeza ndi omwe akupikisana nawo, ndizosavuta (mwachitsanzo, PyCharm).
PyCharm vs Jupyter Notebook vs Spyder IDE - Ndi iti yomwe muyenera kusankha?
Spyder kapena PyCharm ndiye njira zabwino kwambiri ngati mukufuna IDE yopangidwira makamaka chilengedwe cha Python chifukwa onse amapangidwira pulogalamu ya python.
Pomwe Jupyter imagwiranso ntchito ndi Python chinenero chamakono, imagwiranso ntchito ndi zilankhulo zina zamakompyuta.
Pangani Jupyter Notebook ngati ndinu novice popeza Jupyter ndiyothandiza kwa oyamba kumene ndipo ikuthandizani kumvetsetsa zoyambira.
Ngati mukufuna kuyendetsa kachidindo kangapo kamodzi, Spyder ndiyothandiza. Zimatengera zomwe IDE yanu ikuyenera kupereka, kenako muyenera kusankha yoyenera.
Aliyense wa iwo ali ndi mikhalidwe yosiyana ndipo amagwira ntchito bwino ndi ntchito zamapulogalamu. Tengani nthawi, dziphunzitseni nokha, ndipo ganizirani zomwe mungasankhe musanasankhe yabwino kwambiri.
Kutsiliza
Pakalipano tayang'ana zambiri zokhudzana ndi kuthekera, ubwino, ndi zovuta za IDEs PyCharm, Jupyter Notebook, ndi Spyder.
Pycharm, m'malingaliro mwanga, idzagwira ntchito bwino kwa onse oyamba komanso odziwa zambiri chifukwa ili ndi mawonekedwe a aliyense. Kotero, tsopano zili ndi inu kupanga chisankho malinga ndi zosowa zanu ndi ntchito zanu.
Siyani Mumakonda