- I-Python ifikelele kwisabelo semarike esiyimbali esiyi-25.35% kwi-TIOBE index, inqanaba lokulawula elingazange libonwe ukususela ekuqaleni kweminyaka yoo-2000.
- Nangona umdali we-C++ uBjarne Stroustrup egxininisa ukusebenza kancinci kwePython, eli shishini liyaqhubeka nokubeka phambili isantya sophuhliso kunye nokufunda ikhowudi.
- Idatha yomsebenzi ibonisa ukusebenzisana okuphantse kube ngokugqibeleleyo phakathi kwePython kunye neSQL, zombini ezi lwimi zibonakala phantse kwisiqingatha sezithuba zomsebenzi zobugcisa.
- Ulungelelwano phakathi kokongeza iimpawu ezintsha kunye nokugcina ubulula lusengumngeni ophambili kwinguquko yexesha elizayo yolwimi.
Nangona iindlela ezininzi zobugcisa zifika zidlule, iPython ikwazile ukwenza into eyayibonakala ingenakwenzeka kwiminyaka elishumi eyadlulayo. Isalathiso seTIOBE sikaMeyi 2025Olu lwimi luguquguqukayo lufikelele kwisabelo semarike esimangalisayo se-25.35%, isiganeko esingazange sibonwe ukusukela oko iJava yalawula imeko ngo-2001. Olu nyuko lukhulu aluyonto nje eyenzekileyo; sisiphumo esithe ngqo sendlela inkqubo yendalo eye yaguquka ngayo ukuze ihlangabezane iindlela zanamhlanje zophuhliso lwesoftware.
Imeko yangoku ichazwa kakhulu yindlela iPython eye yaba ngumqolo ngayo ubukrelekrele bokwenziwa kunye nokufunda koomatshini iiprojekthi kwihlabathi liphela. Nangona kukho ukwanda kwabancedisi beekhowudi ze-AI ezifana neChatGPT okanye uClaude, imfuno yolwazi lwabantu kwi ubukrelekrele bokwenziwa kunye neelayibrari zePython ngokwenene iyakhula. Ezi zixhobo ziphathwa njengezinto zokunyusa imveliso endaweni yokutshintsha ngokupheleleyo, nto leyo evumela abaphuhlisi ukuba bagxile kwingqiqo ephezulu kunokuba balwe ne-syntax enzima.
Ukusuka kwiiLabhoratri zoPhando ukuya kwiMigangatho yeHlabathi
IPython ayizange ivele nje emoyeni ukuze iphumelele ukhuphiswano lokuthandwa. Yazalwa ngenxa Umnqweno kaGuido van Rossum wendlela engcono ukujongana nophuhliso ngexesha leprojekthi ye-Amoeba e-CWI. Wayevakalelwa kukuba ukubhala izicelo ngo-C kwakunzima kakhulu kwaye wayefuna into eyayiza kuzuza indlela elula yokusebenzisa ulwimi lwe-ABC ngelixa iluncedo kubasebenzisi be-Unix ababefuna ukwenza izinto ngokukhawuleza.
Ngokwabelana ngekhowudi yomthombo kwi-Usenet, uVan Rossum uvumele i- uluntu lwehlabathi lonke ukuze lwamkele kwaye luphucule ulwimi ngexesha lobuntwana balo. Le ndlela ivulekileyo yiyo kanye le nto siyibona isetyenziswa kuyo yonke indawo namhlanje, ukusuka kwiinkqubo zangaphakathi zikaGoogle ukuya kwiziseko ezinkulu zeDropbox. Ngokusisiseko ibonakalise ukuba isixhobo esakhelwe ukusebenza kwemihla ngemihla sinokudlula iingcamango zemfundo ezihlala zivaliwe kumaphepha ophando.
Ifilosofi yolwimi ibisoloko imalunga nokwenza izinto zicace. UVan Rossum ukhankanye kakhulu ukuba wayekhetha ukubhala ikhowudi phezu kokubhala amanqaku, egxininisa ukuba ingcamango elungileyo kufuneka isebenze kwaye ifikeleleke kwabanye. Le ndlela yokucinga incede ulwimi ukuba lusinde kutshintsho oluvela kwizikripthi ezilula ukuya kwihlabathi elinzima leenkqubo ezisasaziweyo kunye noyilo lwewebhu lwanamhlanje ngaphandle kokulahlekelwa bubuntu balo obuphambili.
Umsantsa Wokusebenza: Ukusebenza kakuhle vs. Ukufundeka
Nangona kunjalo, ayinguye wonke umntu olungiselela itheko ngenxa yokuba uPython ulawula. UBjarne Stroustrup, ingqondo engasemva kweC++, ukhankanye ukuba iPython inokuba ukuya kuthi ga kwi-70 amaxesha acothayo kuneelwimi eziqokelelweyo ngokuxhomekeke kumsebenzi othile. Lurhwebo oluqhelekileyo olumele lujongane nalo injineli nganye: le meko ikuvumela ukuba ubhale ikhowudi ngokukhawuleza, kodwa i-C++ yenza i-hardware isebenze nzima kwaye isebenze kakuhle.
Okubangel’ umdla kukuba, ukwanda kwe-AI kudale impikiswano. Nangona uninzi lwabaphuhlisi be-AI besebenzisa iPython ukuze kube lula ukuyisebenzisa, i Ukuphakamisa okunzima kudla ngokwenziwa yi-C++ amathala eencwadi asebenza phantsi kwesikhumba. Eli shishini ligqibe kakhulu ekubeni imveliso yabaphuhlisi ifanelekile kwisantya sokwenziwa, ingakumbi kuba izixhobo zekhompyutha zihlala zisiba namandla ngakumbi. Nangona kunjalo, njengoko ukusetyenziswa kwamandla kuba yingxaki enkulu kumaziko edatha, incoko malunga nokusebenza kakuhle kwezixhobo iqala ukufudumala kwakhona.
Ukuqonda iziseko ngeMinimalism
Nangona ulwimi lusiya lusiba nzima ngakumbi, iingcali ezinjengoPeter Norvig zicebisa ukuba Ingqiqo engundoqo yokwenza iinkqubo ihlala ilula entliziyweni yayo. Isifundo sakhe esidumileyo se-"Lispy" sibonisa indlela yokwakha umtoliki osebenzayo kwimigca eli-100 kuphela yekhowudi, nto leyo ebonisa ukuba ukuqonda iziseko kuseyeyona ndlela ilungileyo yokuba yinjineli ephezulu. Kubasunguli kunye neenkokheli zobuchwepheshe, le ndlela yokucinga encinci ayisiyonto inkulu—ngokwenene yindlela yokusinda.
Ukukwazi ukwakha izixhobo ezithile zedomeyini okanye iindlela zokusebenza ngokuzenzekelayo kunokunika inkampani ithuba elihle ngo-2026. Endaweni yokuba uxakeke kakhulu. iifreyimu ezinzima kakhulu okanye ii-interface ezinzima, amaqela aphumeleleyo ajonge indlela yokusebenzisa ulwimi ukusombulula iingxaki ezithile ngekhowudi encinci kangangoko. Le ndlela ethi “uncinci ungaphezulu” yeyona nto incede ulwimi lukhula ukusuka kwisixhobo esikhethekileyo ukuya ekubeni lilizwe elinamandla kwihlabathi liphela.
Amathuba oMsebenzi kunye nokuSebenzisana neDatha
Ukuba ujonge kwimarike yemisebenzi, iPython ayingomdlali kuphela ekufuneka umjonge. Uphando lwakutshanje lubonisa ukuba I-SQL ihambelana nentamo ne-Python, ebonakala malunga ne-45% yezithuba zomsebenzi xa kuthelekiswa ne-46% yePython. Ngelixa enye iphatha i-logic kunye neemodeli ze-AI, enye sisixhobo esibalulekileyo se udliwanondlebe lobuchwephesha lomhlalutyi wedatha kwaye uthetha needathabheyisi. Abangoontshaba; bafana kakhulu nesibini esifanelekileyo kuyo nayiphi na indima eqhutywa yidatha.
UVan Rossum ngokwakhe ubonakalise inkxalabo yokuba ukongeza iimpawu ezintsha ezininzi kakhulu ekugqibeleni isenokugquma ulwimi kwaye yenze kube nzima ukulugcina. Ukholelwa ukuba umlingo wokwenene usekwe ekucaceni kwalo—ingcinga yokuba kufuneka ukwazi ukufunda ikhowudi yakho emva kweenyanga ezintandathu kwaye ungaziva ngathi ujonge imfihlakalo epheleleyo. Ukugcina olu lungelelwaniso phakathi kwezakhono zanamhlanje kunye nokulula kokuqala yeyona ngxaki inkulu kwisizukulwana esilandelayo sabanikeli.
Ukuhamba kwihlabathi letekhnoloji namhlanje kuthetha ukufumana indawo ephakathi phakathi kophuhliso olukhawulezayo oluvunywa yile meko kunye nokusebenza kakuhle okufunekayo kwiinkqubo ezinkulu. Ngelixa ingxoxo malunga nesantya sokwenziwa kunye nobunzima bolwimi iqhubeka, indibaniselwano ye isichazi-magama esicocekileyo kunye nenkxaso enkulu yoluntu iqinisekisa indawo yayo njengesiseko soshishino. Ukuhlala usekelwe kwiziseko zendlela ikhowudi etolikwa kwaye ilawulwa ngayo kusenokwenzeka ukuba kuya kuhlala kuyindlela ekrelekrele kakhulu kuye nawuphi na umphuhlisi ofuna ukuphumelela kwixesha apho i-AI kunye nobuchule bomntu besebenza kunye.
