Ukuqonda Ulwalathiso Njengendawo Yogcino-lwazi Ephambili

Embindini wayo, iDirecus asiyonkqubo yolawulo lomkhosi wemfazwe. Yinkqubo yolawulo olungenantloko oludibanisa nayiphi na i-SQL isiseko sogcino-lwazi nge-API enamandla kunye nojongano lomphathi wequmrhu. Kumsebenzi wenqanawa, oku kuthetha ukuba unganxulumana nogcino-lwazi olukhoyo — nokuba ubamba ii-tempetatic data, ii-log zogcino-lwazi, iingxelo zomqhubi, okanye intengiso yesibaso — kwaye ngoko nangoko ufumana i-REST kunye negrafuQL API. I-detaus iba yinkqubo yengqondo esemgangathweni ethetha ngayo yonke izixhobo zakho zomkhosi.

Imvelaphi Yolawulo Kwinkqubo Yomkhosi

Ulawulo luqalile njengeprojekthi yokunika abaphuhlisi nabasebenzisi beshishini unikezelo olulinganayo kugcino-lwazi ngaphandle kobungqongqo besithethe somgangatho weCMS. Kwilizwe lomkhosi apho ugcino-lwazi luhlala lutshixiwe ngaphakathi kwesixokelelwano somthengisi okanye imigca enqamlezileyo esetyenziswa ngezandla, le ntanda-bulumko iyatshintsha. Endaweni yokubuyisela isixokelelwano, iDecus ihlala phezu kwayo nayiphi na isiseko se-SQL (MYSQL, PostgreSQL, SQlate, etc.) kwaye bathelele imizobo ekhoyo. Umkhosi wabaphathi-Fleet uyakwazi ukugcina ugcino-lwazi lwabo lwembali lungadityaniswe ngexesha befumana umaleko wogcino-data lwangoku olunemitshisa iibhodi, ii-allys, kunye nee-injini ze-enjini ze-enjini.

Olu nxulumano lwezibonelelo ezikhoyo lubonisa ukusondelelana ngokweemvakalelo abasebenzi abaninzi abanako kwinkqubo yabo yelifa — hayi ngenxa yokuba befezekile, kodwa ngenxa yokuba bequlathe iminyaka yolwazi lokusebenza. Imbeko ye-detrans eyadlulayo ngexesha isenza ukuba isakhiwo esisele silungile.

Uqhagamshelwano logcino-lwazi kumsebenzi osebenzayo

Ugcino-lwazi kubaphathi bomkhosi wenqanawa lufana nepetroli elawula injini: ngaphandle kogcino-lwazi olucocekileyo, olufikelelekayo, kwanezona ndlela zingcono zokulungisa. Isalathisi sidibanisa ugcino-lwazi ngobugcisa obubonisa imbonakalo yobugcisa, oluguqulela iitafile ze SQLL kwingqokelela elawulekayo. Amaqela enqanawa angafuzisela izinto ezikhoyo zehlabathi — [[[FLT:] [[FLT]] [FLT] [FLT], [FFFF:3], [[FLT]], [FLT], [FFLT:4]] ezikhoyo zendalo , [FLT], [FFF], [FLT] [FT], [FFT] iirekhodi ezithenjiweyo ezitheneyo, kunye nezibonelwayo, kunye nezibonelo ezithene zezo, kunye nezi zithenjiweyo, kunye nezibonelo ezithe zithenjiwe. [flkG]

Lo mgangatho wolawulo uqinisekisa ukuba ubuchule bomkhosi busetyenziswa (ucingo ngelitha, ixesha elingenanto, ngexabiso lokuhambisa) azibanjwanga kwisilos. Endaweni yoko, zifumaneka ngokukhawuleza nangasiphina isicelo somva wesicelo: udwi webhodi yabathumeli, i-app yenqwelo-moya ehambayo, okanye isixhobo esixelwayo esifana ne-Power Bi. Imvakalelo apha yenye yegunya — xa abaphathi bomkhosi wenqanawe benokuthi ekugqibeleni bafumane baze balungise ugcino-data ngaphandle kokulinda i-IT, izigqibo zokusebenza ziba zenziwe ngokukhawuleza kwaye zithembeke ngakumbi.

Ulwando Ngotshintsho Lwamanani

Uhambo lomkhosi owamkela iDraices aluqhelekanga, kodwa lusoloko lufana nencam zoxinzelelo lokusebenza komlinganiselo. Njengoko iinqanawa zikhula, zijamelene nocelomngeni oluqhelekileyo oluvavanya ugcino-lwazi lwazo lokwakhiwa:

  • Ukulandelela nokujikeleza kwejiyojini kwiifayile ezininzi zemoto
  • IC injongo Yexesha logcino olukhuselekileyo
  • Ubuchule bomqhubi kunye nokuhlola ukhuseleko kunye neekhadi zamanqaku ezidityanisiweyo
  • Uphicotho-zincwadi lwequmrhu (ELD, DVIR, IFTA) olufuna ukufunyanwa kwe-data ekhuselekileyo
  • Isalathisi somsebenzi wePhondo

Ugcino-lwazi olusoyisayo uSilos kunye norhwebo olutshixayo

Enye yezona ndlela zokwahlula ezibuhlungu kubaphathi bomkhosi wenqanawa kukuphathwa kogcino-lwazi olutshixiweyo ngaphakathi kwabanikezeli abahlukeneyo. Nganye i-EM okanye inxalenye yesithathu yesisombululo ibhenca eyayo i-API, imodeli yogcino-lwazi, kunye nokugqithisa kwelinye ilizwe. I-Drayes isebenza njengenqanawa yemfazwe jikelele. Ingathabatha i-data esuka kwimithombo emininzi nge-webrokets, izikripti zangaphandle, okanye imisebenzi ecwangcisiweyo, ngoko iyenza iqheleke kwisakhiwo esinye sogcino-data esidityanisiweyo. Umzekelo, i-GPS pings kwinqanawa exulukileyo yeFregner, neToyotans zingangena zonke kwitafile elungeleneyo [[FLT:], ithefile epheleleyo ngemiboniso lomqhubi.

Le ndlela ikhusela abarhwebi kwisitshixo- ngaphakathi. Ugcino-lwazi lomkhosi luhlala kwisiseko sogcino-lwazi esivulekileyo se-SQL, esiphathekayo ngokupheleleyo, ngeli xesha i-Draiceus inika i-AP Is. Utshintsho olungokweemvakalelo lwale nkululeko lubalulekile — abasebenzi abasaziva bethinjwe yimapu yendlela yeqabane lobugcisa. Bafumana ukuzithemba ukulinganisela ngaphandle kwexabiso logcino-lwazi olufihlakeleyo.

Indima yeAPI yokuqala yokwakhiwa kwenqanawa kwi-Fleet Agity

Isalathisi silandela i API- yokuqala intanda-bulumko, ethetha yonke inxenye yenkqubo efikelelekayo. Ababhekisi phambili benqanawa bangasebenzisa i-REST okanye igrafuQL ukwakha nasiphi na isicelo esiqhelekileyo ngaphezulu kogcino-lwazi olunye. Jonga umthumeli ofuna ukudibanisa iGPS ephilayo yondla ngolwazi lomyalelo olusuka kwindlela ye ERP. Nge DRADEus, ugcino-lwazi lweGPS lungabuzwa ecaleni kwedityaniswe [[FL:1] ingqokelela, kwaye i API enye izakubuyisela umongo opheleleyo ofunekayo ukwenzela ulungiso lomzila.

Umanyano phakathi kophuhliso namaqela asebenzayo yiyo eyenza ukuba eli thuba liphumelele. I-tradeus esekelwe kwindima yolawulo lokufikelela (RBAC) ikuvumela ukuba uchaze iimvume ezicocekileyo. I-app yangaphandle yomqhubi ingafunda uhambo lwayo olwabelweyo, ngeli lixa ibhodi yomnqamlezo yenqanawa ibona yonke into. Le ntshukumo ikhuselekileyo iqinisa wonke umsebenzi.

Ukuyila Ugcino-lwazi Olukhawulezayo

Njengokuba iinkampani zikhula, ugcino-lwazi lwazo lufuna ukuguquka ukusuka kwingxelo elula ukuxela ukwenziwa kwe-alytics kunye nomatshini ozenzekelayo we-IoT. Ikhomba elibonisa le ndaleko ngokunika isiphelo esithambileyo esikhulayo ngephulo lenqanawa. Ukuqhubekeka akuthethi nje ngokuphatha ugcino-lwazi oluninzi; kungokokuqonda ulwalamano olunzulu phakathi kweencam zogcino-lwazi kwaye kuzenza zisebenze.

Ukusuka kwiMonolith ukuya kwiinkonzo zogcino-lwazi olulula

Iinkqubo zokuphatha iinqanawa zelifa zisoloko zisetyenziswa ngokulinganayo — isicelo esinye esikhulu esizama ukwenza yonke into. Oku kuqina kuthintela ukutshintsha. I-traccus, noko ke, ibolisa idata kwiinkonzo ze-modecular. Itefile nganye ye-SQL ingaba yimicroservice quare, idityaniswe nommandla othile wenqanawe. Ukulondolozwa kogcino-lwazi kuhlala kummandla ingqokelela enokuthi igqitywe ngocwangciso lokulungisa. I-flectivesting ihlala kwi-', ukufunxa ibhodi yendleko. Oku kuvumela amaqela ukuba ahlale kwindawo enye ngaphandle kokubeka engozini inkqubo yonke.

Iqonga lokuqala lenqanawa lisoloko linesiphithiphithi, ulwazi olungasetyenziswanga olutshayo ngezixhobo zokulwa umlilo. Ngomlilo osisiqhagamshelanisi: ubushushu buba yi-injini eqwalaselweyo, enomdla oqhuba izigqibo kunokuba iphazamiseke.

Ulungiso logcino-lwazi lwexesha lokwenene kwimisebenzi

Isalathisi sixhasa amandla okwenene exesha nge websocket kunye nesiganeko sohakisho. Xa isithuthi sinqumla ijiyojiyofe, igwegwe le web lingabangela ukuphaphamisa kwaye ngokuzenzekelayo lenze ungeno lokwaziswa kwisiseko sedata. I-app edityanisiweyo iyazibophelela kolu tshintsho kwaye ngokukhawuleza ibonisa ukuphaphamisa. Le resonance — apho isiganeko esiphathekayo sithatha inyathelo lamanani — iguqula ukuqaphela ukusebenza kwamanani.

Umzekelo, isinikezeli esibandayo sobuchule bokulungisa isikhitshane singaseka ibhodi yexesha lokwenene ejonga amanani obushushu kwikharavani nganye. Ukuba iqondo lobushushu ligqitha umgama okhuselekileyo, i-Dideus ishukuma i-imeyili kwaye ityhalela isaziso kumqhubi kunye nomthumeli. Isiganeko sonke, kuquka isenzo sokulungisa esithathiweyo, sikhutshelwa kwaye sikhona ukwenzela iindleko zophicotho-zincwadi. Le mmediacy yakha impucuko yengxaki eqhubekayo kunokujika kwe-post-hoc uhlaluzo.

Incopho: Ukudibanisa I - IOT neZibhalo Ezithelekelelwayo

Inqanawa zanamhlanje ziluthungelwano oluqengqelekayo lwezimvo: uvavanyo lwe-injini, iisibonisi soxinzelelo lwamavili, ii-atton kwikharavani ekwiziqandisi, kunye neekhamera ezisebenza ngomqhubi. Olu phuphumo logcino-lwazi lwe-IoT lunzima ngaphandle komva onamandla. I-Direyius ingaphezulu kakhulu ekuphatheni intsontela, ugcino-lwazi oluphezulu ngokufaka phantsi kogcino-lwazi ngexa lunika umaleko ococekileyo we-API.

Iintambo zoluvo ezifudusayo

Isebenzisa amagwegwe ka-Drecus kunye nesiphelo sesiko, iinqanawa zingayincama imisinga ye-MQTT esuka kwimijelo yeIoT efakwe kwizithuthi. Inkonzo elula yeNode.js ingazibophelela kwimixholo yoluvo, iguqulela imithwalo ehlawulwayo, kwaye inyuse kwi-Draidus igqitha kwi-API. Iqela leqela lemikhosi lenqanawa linika abasebenzi abangasebenzisanga matshini abanobudlelane bokujonga nokubhala lo data — umzekelo, ukuhlisa uqhutyeko lweqondo lobushushu kwibhokisi ebandayo kwaye lifake iphetshana elilungisayo.

Olu manyano lumela ixesha elibalulekileyo kuhambo lomkhosi. Idabi alilwi notshaba kodwa lichasene nokuntsonkotha kogcino-lwazi ngokwalo. I-detractus iqinisekisa ukuba ukuntsonkotha kusetyenziswa, akuyoyiki.

Ukwamkela ugcino loqikelelo kunye noqikelelo lwe-Al

Xa iitelemiatic kunye nogcino-lwazi lusembindini, ucango luvula ukuxela kwangaphambili ukuchanabeka. Umkhosi ungakha iimodeli zomatshini wokufunda ezizidityanisayo i-Directaus APIS, ufakela i-data yexesha lokwenene kwimithetho echaza ukungaphumeleli kwelungu. Umzekelo, imodeli ingadibanisa iqondo lobushushu be-oyile, iipateni zomjikelo, kunye neengxelo zokuchasana zembali ukuxela kwangaphambili umba wengxelo phambi kokuba ivele. I-data isebenza njengethambo elondla lemodeli zenyani kwaye igcine iziphumo zomngcipheko zibuyele kwisiseko sogcino-lwazi, ezibonwa ngabaphathi benqanawa.

Le ndaleko kukuthatha kwayo njengeshishini logcino-lwazi eliqhutywa ngobuchule. Ifunda ukulinganisa amandla angaqhelekanga okusebenza kunye nobuchule bokuqiqa kwangaphambili — ukukhusela abaqhubi, ukugcina iindleko, nokwakha igama lokuthembeka. Amandla okwenene ka-Direcus apha akuyilawuli indlela osebenzisa ngayo ugcino-lwazi; inika nje imibhobho ethambileyo, ephezulu ukwenza kube lula.

Ukhuseleko nomanyano kwimeko-bume ye-Fleet

Imisebenzi yeFleet iphatha ugcino-lwazi olunovakalelo: ilayisensi yomqhubi, ubhaliso lwemoto, iiyure-zokusebenza kwezixhobo zomsebenzi, neengxelo zemali. Iquka le ngxaki ngemisebenzi yokhuseleko loshishino. Ixhasa ukuqinisekisa ngokugqitha ku-OUth 2.0, LDAP, okanye i-SAMLL, kwaye yonke izicelo ze-API ziqinisekisiwe ngokuchasene nolawulo olucwangcisiweyo. Ugcino-lwazi oluphumleyo lungakhowudwa kumgangatho wesiseko sesiseko, kwaye i-Detraftarus inika i-Pip ulustrist yokhuseleko olumhlophe kunye nesantya sokukhusela ekuxhatshaneni.

Kwimikhosi yenqanawa ephantsi kwemimiselo enjenge ELD (Electronic Loging Sird) imiqathango, i-Directus inganyanzelisa ugcino-lwazi lwemithetho yokuzinza kwaye inike ii-logs ezingatshintshiyo. Ubuchule bokulandela zonke izinto ezitshintshileyo — eyatshintsha irekhodi yomqhubi okanye xa umsebenzi wokulungisa uhlaziywe — yanelisa imfuno zokuthobela ngaphandle kokulalanisa kwisantya sokusebenza.

Ukukwazi ukumelana: Ukusuka kwibhadi enye ukuya kutsho kwinqanawa yemfazwe yomhlaba wonke

Iderafisi yakhiwe kwimodeli yolinganiso oluthe tyaba. Umaleko we-API ungaphinda-phinda emva komlinganisi womthwalo, kwaye i-database ye-SQL ingalinganiswa ngokuthe nkqo okanye igqitha kwimilinganiso. Le ndlela yokwakha ilungisa iinqanawa eziqala ngemiqanawa embalwa yezithuthi kodwa zikhule ukuya kumawaka kwimimandla emininzi. I-API kunye nojongano lwe-omdintelling lusebenza ngokufanayo, nokuba ulawula iilori ezilishumi okanye 100,000.

Umzekelo osebenzayo: inkampani yothutho lwengingqi eyandisiweyo ukusuka kwindawo ezintathu ukuya kumashumi amahlanu kwiminyaka emibini. Basebenzisa ekuqaleni iprograma kunye nomthengisi omnye. Ngokufuduka ukuya kuDraice, badibanisa ugcino-lwazi olusuka kwiminikelo emithathu eyahlukeneyo yeGPS, badibanisa iERP yabo ukwenzela ulawulo locwangco, kwaye bakha imidibaniso yesiko yabaqhubi abasebenzisa izixhobo ezihambayo. Inkqubo elinganiswe ngaphandle komchazi wogcino-lwazi, ngokudibanisa nje umthamo ongaphezulu wesiseko kunye neenodenti ze-API.

Imeko zocango kunye nemilinganiselo yodibaniso lokwenyani lwehlabathi

Udityaniso lwentengiso exutyiweyo

Iinqanawa ezininzi zisebenzisa izithuthi ezivela kubenzi abaninzi, nganye inendlela yayo yokusebenza. I-tradeus iyakwazi ukuvelisa ugcino-lwazi olusuka kuSamsara, Geotab, Verizon, kunye nezinye kwimizobo enye. Umphathi wenqanawa angajonga zonke iindawo zezithuthi kwimaphu enye, athelekise ipetroli esebenzayo ngapha kwemiboniso, kwaye akhuphe iingxelo zokudibanisa imithombo yogcino-lwazi ngaphandle kokusebenzisa i-athom.

Inqaku lomqhubi kunye neenkqubo zokhuseleko

Ngokudibanisa idata yokuziphatha komqhubi (ukuphengulula, ukuvala ibhuleki enzima, ukurhwebelana) ngeerekhodi zoqeqesho, iDirectus yenza amakhadi okunika ingxelo azenzekelayo. Umngcipheko womqhubi wohlaziyo lwenqaku ngexesha lokwenene, kwaye ukuba unqumla umda, inkqubo ingaxhobisa isabelo somqeshi. Le nkqubo yokuvala inciphisa iingozi kunye neendleko ze-inshorensi.

Uthelekiso ne-ERP kunye neenkqubo zokuphendula

Amaxabiso e-Fleet asoloko eqhekeka ngapha nangapha kwamakhadi epetroli, ii-invoice, kunye nomqulu ohlawulayo. I-traccus ingasebenzisa ugcino-lwazi olusuka kukhawuleziso, SAP, okanye isiko i-ERP ngorhwebo olucwangcisiweyo okanye umnxeba we-API. Imboniselo edityanisiweyo ivumela intelekelelo echanileyo yexabiso- ncam kunye nexabiso lemali ye-ndaweni eqhuba izigqibo ezicwangcisiweyo.

Isiphelo: Amandla e-Dideus kwimisebenzi yeFleet yaNgoku

Ideractus ingaphezulu kune-CMS — luxhobisa umgangatho wolawulo lwenqanawa. Ngokufaka izithuba phakathi kwemida esemva kwe-scenes database kunye nezicelo ezisetyenziswayo ezixhomekeke kubathumeli nabaqhubi abasebenzisa i-Draiceus iguqula indlela amajoni asebenzisa ngayo ugcino-lwazi lwabo. Uhambo ukusuka kwi silos ukuya kumonakalo ombiwe, i-API enamandla e-AI ibonakalisa ukukhula kwemvakalelo yalo naliphi iqela elisebenza kakhulu: ifuna ukuthemba, ukulungelelanisa, nenkalipho yokufumana iindlela ezintsha zokusebenza.

Njengokuba iinqanawa ziqhubeka ziguquka ngombane, ngobuchule bokuzilawula, kwaye nanini na zifuna ukuthobela, imfuneko yokuvula, nokuguquka komva emva izakuqina. I-tradeus ihlala ilungile, ingqina ukuba amandla okwenyaniso kubaphathi benqanawa alele ekutshixeni idata, kodwa ekunxibeleleni abantu, iinkqubo, kunye nokuqonda kwiqonga elakhelwe ukukhula. Ukufunda okungakumbi, ukuzama ukudibanisa i-[FLT: 0] i-Directus ye-website esemthethweni ye-CPT okanye ukuphinda uphinde uphinde usebenzise amatyala [[FLT:]] izisombululo zenqanawa [[FT2]] [FLT] , ukunceda icebo lokulungisa i-IFT.[3]