Integrated Development Ib puag ncig yog lub ntsiab lus rau nws. Nws yog ib qho cuab yeej coding uas ua rau nws yooj yim dua los tsim, sim, thiab kho koj cov cai vim nws feem ntau muab cov lej ua tiav lossis kev pom cov lej los ntawm qhov tseem ceeb, kev tswj hwm, cov cuab yeej debugging, thiab lwm yam nta.
Txawm hais tias IDE yog lub tswv yim zoo, nws tab tom pib rov txhais ua lwm yam cuab yeej, suav nrog phau ntawv sau, pib ua haujlwm ntau dua uas yav dhau los tshwj xeeb rau IDEs.
Qhov tseeb yog tias koj tuaj yeem ua lej hauv txhua daim ntawv thov, los ntawm Windows notepad mus rau cov lus txib kom sai, tab sis koj tuaj yeem xav tau qhov chaw ua haujlwm tiag tiag uas sib xyaw ua haujlwm coding nrog rau qhov chaw debugging.
Yog li vim li cas ho xav lossis koj nyiam tus qauv IDE tshaj lwm yam, xws li notepad?
Practicality yuav yog qhov kev daws teeb meem. Xav txog coding nrog cov ntawv nyeem zoo li Windows notepad.
Koj yuav tsum ua koj cov cai thaum nws ua tiav. Hauv cov ntawv nyeem zoo li no, koj tsis tuaj yeem khiav koj qhov program; Hloov chaw, koj yuav tsum tau muab cov lus txib kom sai.
Puas yog nws zoo dua kom muaj txhua yam hauv ib qho chaw es tsis siv ob qhov kev pab cuam? Ib qho IDE tau npaj rau cov xwm txheej zoo li no.
Txhawm rau pab koj xaiv qhov kev daws teeb meem zoo tshaj plaws rau koj cov kev xav tau, cov ntawv tshaj tawm no yuav nthuav qhia kev sib piv ntawm PyCharm, Spyder, thiab Jupyter IDEs.
Cia peb pib nrog peb lub npe nrov tshaj plaws PyCharm IDE.
Taw qhia rau PyCharm
Ib qho zoo tshaj plaws Python IDEs yog PyCharm. PyCharm muaj ntau yam plugins, cov khoom siv, thiab cov cuab yeej los ua kom nrawm Python programming thaum tseem txo cov haujlwm uas yuav tsum tau ua.
Tsis tas li ntawd, PyCharm tuaj yeem hloov kho kom haum rau tus kheej cov kev xav tau thiab kev nyiam rau kev tsim khoom.
Pycharm tau tsim IDE no siv ntau lub platform, suav nrog Windows, Linux, thiab macOS, thiab feem ntau siv Python rau kev ua haujlwm..
IDE muaj peev xwm rau kev txheeb xyuas cov lej, kev debugging, version tswj, thiab debugger. Tsis tas li ntawd, siv ntau yam APIs ua rau cov neeg tsim khoom tsim Python plugins.
IDE tso cai rau peb ua haujlwm nrog ntau yam databases sib nrug los ntawm lwm cov kev pabcuam.
Txawm hais tias tau tsim tshwj xeeb rau HTML, Python, JavaScript, thiab CSS cov ntaub ntawv, nws tuaj yeem sau tau siv IDE ntawd.
Tsis tas li ntawd, nws muaj kev paub zoo nkauj rau cov neeg siv uas tuaj yeem tsim kho raws li koj xav tau ntawm plugins.
nta
Automated Code Editor
Tus code editor hauv PyCharm yog qhov ntse thiab ua kom yooj yim sau Python code ntawm qhov siab tshaj plaws.
Kev siv cov qauv xim tshwj xeeb rau cov ntsiab lus, cov chav kawm, thiab cov haujlwm - syntax thiab yuam kev tseem ceeb - muab qib siab dua ntawm kev nkag siab thiab nyeem tau.
Tus code editor tsis tsuas yog muab lub peev xwm ua tiav cov lej ntse tab sis kuj tsim cov lus qhia ua kom tiav cov cai tam sim no.
Nrhiav qhov yuam kev thiab teeb meem yog ua kom yooj yim dua los ntawm kev siv lub linter thiab cov kev daws teeb meem ceev.
Navigation los ntawm Project thiab Code
Ib chav kawm, cov yam ntxwv, lossis cov ntaub ntawv tuaj yeem pom tau yooj yim los ntawm cov neeg tsim khoom ua tsaug rau cov cuab yeej tshawb xyuas code.
Kuj tseem muaj qhov txo qis hauv lub sijhawm thiab kev siv zog uas yuav tsum tau hloov kho thiab hloov pauv Python code. Kev tshawb nrhiav qhov project views thiab cov qauv kev pom yog yooj yim.
Lub lens hom pab tus tsim tawm hauv kev tshuaj xyuas kom meej thiab debugging Python tag nrho cov cai.
Nrhiav ib lub caij, vector, thiab lwm yam. siv code navigation tshwm sim yuav luag tam sim ntawd. Hloov ntawm cov chav kawm, cov ntaub ntawv, thiab cov txheej txheem yog yooj yim rau cov neeg tsim khoom.
Kev Tsim Kho Tshuab Ntau Yam
Python developers kuj tuaj yeem siv PyCharm los tsim web apps. CSS, TypeScript, HTML, CoffeeScript, JavaScript, thiab lwm lub vev xaib nrov tau txhawb nqa los ntawm Python IDE.
Tsis tas li ntawd, kev txhawb nqa yog muab rau Python, hom lus, thiab SQL.
Tsis tas li ntawd, PyCharm lub peev xwm hloov kho nyob rau hauv pab tsim web tsim thiab hloov kho cov vev xaib nyob tib lub sijhawm.
Ntawm lub vev xaib browser, cov kev hloov pauv tuaj yeem ua tau yooj yim ua raws. Kev txhim kho ntawm NodeJS lossis AngularJS tuaj yeem siv lub vev xaib.
Kev koom ua ke ntawm Version Control Systems (VCSs)
Ib qho yooj yim-rau-siv cov cuab yeej rau kev taug qab cov kev hloov pauv tau ua rau cov ntaub ntawv, cov kev pab cuam, thiab lwm qhov chaw ntawm cov ntaub ntawv yog ib qho kev tswj hwm version (VCS). Nws tuaj yeem muab piv rau cov ntaub ntawv hloov pauv.
PyCharm muab ib qho cov neeg siv interface rau CVS, Git, Mercurial, Perforce, thiab Subversion.
pros
- Ib qho yooj yim-rau-siv
- suav tsis txheeb siv txoj kev luv luv
- txheej txheem installation uas yooj yim
- Muaj ntau lub plugins.
- Muaj zog dua, them nyiaj version muaj.
- kev koom tes hauv zej zog zoo heev
- tso cai rau kev tsim cov code sai dua
- muaj peev xwm nyem ib zaug los nyeem tag nrho qhov chaws rau Python
cons
- Nws muaj ib tug pricier them version
- Python newbies yuav tsum zam qhov no.
- Tej zaum nws yuav muaj teeb meem thaum sim kho cov cuab yeej xws li venv
- Ib qho kev pab cuam siv nyiaj ntau, lossis ib qho uas xav tau ntau lub cim xeeb thiab khaws cia.
Taw qhia rau jupyter
Txhawm rau tsim cov software qhib thiab muab cov kev pabcuam sib tham sib tham siv ntau hom lus programming, Project Jupyter tau tsim. Julia, Python, thiab R yog peb hom lus programming uas Jupyter txhawb nqa.
Ib qho chaw sib tham hauv web-based nrog kev muaj peev xwm suav nrog hu ua Jupyter Notebook. Nws muaj cov ntaub ntawv Jupyter, Jupyter Daim Ntawv Thov Web, thiab Jupyter Python Web Server.
Tag nrho Jupyter phau ntawv yog JSON-raws li cov ntaub ntawv nrog cov tswv yim & tso tawm hlwb; cov hlwb no tuaj yeem suav nrog cov lej, ntawv nyeem, lej ua haujlwm, thiab daim duab.
Jupyter Phau ntawv khaws cia hauv hom ntawv ipynb. Cov qauv ntaub ntawv xws li HTML, PDF, Markdown, thiab Python kuj tau hloov los ntawm Jupyter (.ipynb).
Hauv kev tshawb fawb cov ntaub ntawv, Jupyter phau ntawv tau nquag siv.
nta
Inbuilt Cell Yooj Yim Caching:
Nws yog ib qho nyuaj kom taug qab txhua lub xov tooj ntawm tes ua haujlwm, tab sis Jupyter saib xyuas qhov no rau koj.
Txhua lub xovtooj ntawm tes uas ua haujlwm, suav nrog cov uas rub tawm terabytes ntawm cov ntaub ntawv los ntawm cov neeg rau zaub mov nyob deb lossis tsheb ciav hlau tshuab kev kawm ua qauv, muaj nws qhov kev tshawb pom cached los ntawm Jupyter.
Kev tshawb nrhiav cov ntaub ntawv uas yog kev tshawb nrhiav
Cov neeg siv ntawm Jupyter tuaj yeem pom cov lej tshawb pom ncaj qha hauv tus editor yam tsis tas yuav tos lwm ntu ntawm cov lej kom tiav. Cov lej hauv phau ntawv tuaj yeem kuaj tau ntawm txhua lub xov tooj ntawm lub sijhawm twg los muab cov khoom tso tawm.
Qhov no txhais tau hais tias, nyob rau hauv sib piv rau lwm yam IDEs xws li PyCHarm thiab VSCode, Jupyter txhawb nyob rau hauv-kab luam ntawm cov kev tshwm sim, uas yog heev pab tau rau cov txheej txheem tshawb nrhiav cov ntaub ntawv (EDA).
Independent ntawm Lus
Jupyter Notebook yog platform- thiab hom lus ywj pheej vim tias nws cov sawv cev hauv JSON hom.
Jupiter lub peev xwm los ua tiav los ntawm ntau hom lus thiab hloov mus rau ntau hom ntaub ntawv, suav nrog Markdown, HTML, PDF, thiab lwm yam, yog lwm yam.
cov ntaub ntawv code
Koj tuaj yeem piav qhia lawv cov ntawv sau sai sai hauv Jupyter, kab los ntawm kab, nrog cov lus pom nyob hauv txhua kauj ruam.
Txawm zoo dua, cov cai tau ua tiav tag nrho thiab cov neeg siv tuaj yeem ntxiv kev sib cuam tshuam thiab kev piav qhia siv Jupyter.
Live Code Interactions:
Jupyter Notebook ua rau siv cov pob "ipywidgets", uas muaj cov neeg siv sib cuam tshuam rau kev tshawb xyuas cov lej sib tham thiab cov ntaub ntawv. Yog li ntawd, Jupyter's code tsis zoo li qub vim nws tuaj yeem hloov pauv los ntawm cov neeg siv thiab xa mus rau kev khiav tshiab.
Cov peev txheej ntawm cov lej nkag thiab lub hom phiaj tawm tswv yim tuaj yeem tswj tau hauv browser.
pros
- Qhov zoo tshaj plaws system rau pib ib qhov kev tshawb fawb cov ntaub ntawv.
- Sau ntawv thiab visualizations yog hloov tau yooj yim.
- Yog tias koj xav tshuaj xyuas ib ntu ntawm kab lus los ntawm kab thiab muab cov lus tawm tswv yim tiag tiag, koj tuaj yeem tso qee qhov chaws hauv Jupyter Notebook.
- Markdowns thiab lwm yam ntxiv nta muaj.
- Cov kev pabcuam huab zoo li GitHub thiab Pastebin muab cov peev txheej sib koom, txawm li cas los xij, cov kev daws teeb meem no feem ntau tsis ua haujlwm. Siv Jupyter Notebook tso cai rau koj nyeem cov lej, ua tiav, thiab saib cov txiaj ntsig hauv koj lub web browser.
cons
- Python programming ib puag ncig tsis zoo hauv Jupyter Notebook. Piv txwv ntawm cov yam ntxwv uas koj yuav tsis pom feem ntau hauv IDE suav nrog kev sib tham sib debugging, kev ua tiav code, thiab kev tswj hwm module.
Taw qhia rau Neeg Txom Nyem
Spyder yog tus ntoo khaub lig-platform, qhib qhov chaw IDE. Python Spyder IDE tau tsim los siv tsuas yog Python xwb.
Nws tau tsim los ntawm cov kws tshawb fawb thiab tsim tshwj xeeb rau cov kws tshawb fawb, cov kws tshuaj ntsuam xyuas cov ntaub ntawv, thiab cov kws tsim khoom. Koj xav tias twb paub Spyder yog tias koj lub tshuab khiav Anaconda tis.
Nws yog cov ntaub ntawv tshawb fawb IDE uas yog qhib qhov chaw thiab hla lub platform. Yog tias koj tsis tau siv IDE ua ntej, Spyder yog qhov chaw zoo pib.
NumPy, SciPy, Matplotlib, thiab IPython suav nrog cov tsev qiv ntawv tshawb fawb cov ntaub ntawv yooj yim. Plugins kuj tseem siv tau los nthuav nws. Nyob rau hauv sib piv rau lwm yam online IDEs, Spyder tau tsim tshwj xeeb rau cov ntaub ntawv science.
Txawm hais tias nws tsis zoo li lwm yam IDEs zoo li Visual Studio lossis Atom, koj tseem yuav tsum muab nws sim.
Ua tsaug rau qhov kev kawm nkhaus qhov smoothness, koj tuaj yeem paub nws tam sim ntawd. Kev xaiv kev pab online, uas ua rau koj saib cov ntsiab lus meej txog cov tsev qiv ntawv, yog ib qho uas cov neeg pib tshiab yuav nyiam siv.
nta
- Koj tuaj yeem siv nws los khiav IPython davhlau ya nyob twg.
- Nws muaj ib tug zoo debugger.
- Breakpoints muaj (debugging thiab conditional breakpoints)
- Koj tuaj yeem tua kab, cov ntaub ntawv, xovtooj, thiab lwm yam thaum sib tham sib tua.
- Los ntawm kev txheeb xyuas cov lej, nws muab cov lus txhais mus rau, kab rov tav / ntsug cais, thiab ua tiav cov lej ua tiav.
- Raws li nws tau tsim nrog cov kws tshawb fawb cov ntaub ntawv hauv siab, zoo li NumPy, nws ua haujlwm zoo nrog cov tsev qiv ntawv.
- Khiav configurations rau tam sim no / mob siab rau / sab nraud console, command-line parameters, thiab ua hauj lwm directory xaiv, thiab lwm yam.
- Nws muaj ib tug built-in browser rau cov ntaub ntawv.
pros
- IDE yog lub teeb yuag.
- Nws muaj cov yam ntxwv zoo rau cov pib tshiab, xws li kev txhawb nqa online.
cons
- Nws tsis yog incredibly adaptable.
- Piv rau nws cov neeg sib tw, nws yooj yim dua (piv txwv li, PyCharm).
PyCharm vs Jupyter Phau Ntawv vs Spyder IDE - Koj yuav tsum xaiv qhov twg?
Spyder lossis PyCharm yog qhov kev xaiv zoo tshaj plaws yog tias koj xav tau IDE tsim tshwj xeeb rau Python ib puag ncig vim tias lawv yog ob qho tib si haum rau kev ua haujlwm python.
Thaum Jupyter kuj ua haujlwm nrog Python cov lus programming, nws kuj ua haujlwm nrog lwm yam lus hauv computer.
Tsim Jupyter Notebook yog tias koj yog ib tug novice vim Jupyter muaj txiaj ntsig zoo rau cov pib tshiab thiab yuav pab koj nkag siab txog cov hauv paus ntsiab lus.
Yog tias koj xav khiav tus lej ntau dua ib zaug, Spyder pab tau. Nws tso siab rau cov yam ntxwv uas koj IDE xav tau muab, tom qab ntawd koj yuav tsum xaiv qhov zoo tshaj plaws.
Txhua ntawm peb ntawm lawv muaj qhov sib txawv thiab ua haujlwm zoo nrog cov haujlwm ua haujlwm. Siv koj lub sijhawm, qhia koj tus kheej, thiab xav txog koj cov kev xaiv ua ntej xaiv qhov zoo tshaj plaws rau koj.
xaus
Txog tam sim no peb tau saib ntau cov ntaub ntawv ntawm lub peev xwm, cov txiaj ntsig, thiab qhov tsis zoo ntawm IDEs PyCharm, Jupyter Notebook, thiab Spyder.
Pycharm, hauv kuv lub tswv yim, yuav ua haujlwm zoo tshaj plaws rau ob qho tib si novice thiab cov neeg paub txog kev tsim tawm vim nws muaj cov yam ntxwv rau txhua tus. Yog li, tam sim no nws yog nyob ntawm koj los txiav txim siab nyob ntawm koj cov kev xav tau thiab cov haujlwm.
Sau ntawv cia Ncua