Quadratic Uyasebenza

I-Quadratic izibeka njengendawo yokusebenzela yedatha eyenzelwe abahlaziyi bedatha namaqembu. Igcina indlela eqondakala kalula yokusebenza ngamaspredishithi, kodwa ivumela abasebenzisi ukuthi basebenzise iPython ne-SQL kumaseli, ukuze ukucubungula idatha, ukuhlaziya nokuhlela imiphumela kwenziwe kufayela elilodwa.

Umkhiqizo ugcizelela ukubonakala kwenqubo: izinyathelo zokuhlaziya, amafomula noma ikhodi ekhiqizwa ngolimi lwemvelo kungabukwa futhi kulungiswe ngaphakathi kwetafula, okwenza kube lula ukuphinde kuhlolwe futhi kusetshenziswe kamuva.

Abasebenzisi bangabuza imibuzo yedatha ngolimi lwemvelo, bese uhlelo lukhiqiza izibalo, imibuzo noma izinyathelo zokuhlaziya ezifanele. Emisebenzini eyinkimbinkimbi, bangabhala futhi basebenzise iPython ne-SQL kuspredishithi ukuze bahlanze idatha, benze ukuhlaziya kwezibalo nokuboniswa kwedatha.

I-Quadratic iphinde isekele ukuxhuma kumadathabheyisi nakweminye imithombo yedatha. Ngemva kokungenisa idatha eshidini lokusebenzela, abasebenzisi bangaqhubeka nokuyicubungula, futhi bathole amandla okusebenzisana endaweni yokusebenzela nokwabelana ngamafayela. Izinto ezihlobene nomkhiqizo ziphinde zisho ukuthi unokuqinisekiswa okuhlobene ne-SOC 2 ne-HIPAA, kodwa ububanzi obuqondile bokusebenza kufanele buqinisekiswe encazelweni esemthethweni.

Abaphathi bomkhiqizo nabasebenzi bezokumaketha bangawusebenzisa ekuhlaziyeni ifaneli, ukugcinwa kwabasebenzisi, ukuhlukaniswa kwamaqembu, imikhankaso kanye nemiphumela yemisebenzi; abasebenzi bezezimali bangawusebenzisa emibikweni, ekuqinisekiseni ukuvumelana kwamarekhodi, ekubikezeleni nasekuqhathaniseni. Amaqembu ezokusebenza nawokuthengisa angasebenzisa amaspredishithi nekhodi ukuphatha amasethi edatha amakhulu, athole amanani angekho noma idatha engajwayelekile.

Abahlaziyi bedatha, amaqembu esayensi yedatha kanye nabasebenzi bezemfundo nocwaningo bangahlela imibuzo ye-SQL, ukuhlaziya kwePython nokuboniswa kwedatha kube yinqubo engasetshenziswa futhi, bese behambisa imiphumela yokuhlaziya ngamafayela abiwe.

Ulimi lwemvelo alusho ukuthi asikho isidingo sokwahlulela. Amafomula, imibuzo nekhodi ekhiqiziwe kungathinteka yincazelo yombuzo, izincazelo zezinkambu kanye nekhwalithi yedatha yoqobo. Iziphetho ezibalulekile kufanele zihlolwe ngokubheka umqondo wezibalo, izimo zokuhlunga kanye nencazelo yemiphumela.

Ukusebenza ngamaspredishithi kulungele ukuhlola okusheshayo, kodwa ukumodela okuyinkimbinkimbi noma ukucubungula ngezinga elikhulu kungase kusadinge ukuthi umsebenzisi abe nesisekelo sePython, i-SQL noma sokuhlaziya idatha. Lapho kusetshenziswa idatha ebucayi, kufanele futhi kuqinisekiswe ngokwezidingo zenhlangano zokuthobela imithetho ukuthi ukuxhumeka kwedatha, ububanzi bokwabelana kanye nokufakwa kwalezi ziqinisekiso kuyasebenza ngempela.