{"id":92721,"date":"2020-08-30T07:42:10","date_gmt":"2020-08-30T05:42:10","guid":{"rendered":"https:\/\/prohoster.info\/blog\/administrirovanie\/grafana-zabbix-vizualizacziya-raboty-proizvodstvennoj-linii"},"modified":"2020-08-30T07:42:10","modified_gmt":"2020-08-30T05:42:10","slug":"grafana-zabbix-vizualizacziya-raboty-proizvodstvennoj-linii","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sq\/blog\/administrirovanie\/grafana-zabbix-vizualizacziya-raboty-proizvodstvennoj-linii","title":{"rendered":"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>N\u00eb k\u00ebt\u00eb artikull do t\u00eb doja t\u00eb ndaja p\u00ebrvoj\u00ebn time n\u00eb p\u00ebrdorimin e sistemeve open source Zabbix dhe Grafana p\u00ebr vizualizimin e pun\u00ebs s\u00eb linjave t\u00eb prodhimit. Informacioni mund t\u00eb jet\u00eb i dobish\u00ebm p\u00ebr ata q\u00eb po k\u00ebrkojn\u00eb nj\u00eb m\u00ebnyr\u00eb t\u00eb shpejt\u00eb p\u00ebr t\u00eb paraqitur vizualisht ose p\u00ebr t\u00eb analizuar t\u00eb dh\u00ebnat e mbledhura n\u00eb projektet e automatizimit industrial ose IoT. Artikulli nuk \u00ebsht\u00eb nj\u00eb udh\u00ebzues i detajuar, por m\u00eb shum\u00eb nj\u00eb koncept i nj\u00eb sistemi monitorimi t\u00eb bazuar n\u00eb softuer t\u00eb hapur p\u00ebr nd\u00ebrmarrjet prodhuese. <\/p>\n<p><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2 id=\"instrumentariy\">Mjetet<\/h2>\n<p><\/p>\n<p><strong>Zabbix <\/strong>\u2013 ne e p\u00ebrdorim at\u00eb prej koh\u00ebsh p\u00ebr monitorimin e infrastruktur\u00ebs IT t\u00eb fabrik\u00ebs. Sistemi u tregua aq i p\u00ebrshtatsh\u00ebm dhe universalisht q\u00eb filluam t\u00eb enteredim t\u00eb dh\u00ebnat nga linjat e prodhimit, sensor\u00ebt dhe kontrollor\u00ebt. Kjo na lejoi t\u00eb mbledhim t\u00eb gjitha t\u00eb dh\u00ebnat e metrikeve n\u00eb nj\u00eb vend, t\u00eb b\u00ebjm\u00eb grafik\u00eb t\u00eb thjeshta t\u00eb konsumit t\u00eb burimeve dhe rendimentit t\u00eb pajisjeve, por na mungonte shum\u00eb analitika dhe grafik\u00ebt e bukur.<\/p>\n<p><\/p>\n<p><strong>N\u00ebse tashm\u00eb e dini se \u00e7far\u00eb \u00ebsht\u00eb analiza e grupeve dhe se si ta b\u00ebni n\u00eb SQL, kaloni menj\u00ebher\u00eb n\u00eb seksionin e fundit. <\/strong>\u2013 \u00ebsht\u00eb nj\u00eb instrument shum\u00eb i fuqish\u00ebm p\u00ebr analitik\u00ebn dhe vizualizimin e t\u00eb dh\u00ebnave. Nj\u00eb num\u00ebr i madh i shtojcave lejojn\u00eb marrjen e t\u00eb dh\u00ebnave nga burime t\u00eb ndryshme (zabbix, clickhouse, influxDB), t'i p\u00ebrpunojn\u00eb ato n\u00eb koh\u00eb reale (t\u00eb llogarisin mesataren, shum\u00ebn, diferenc\u00ebn etj.) dhe t\u00eb vizatojn\u00eb grafik\u00eb t\u00eb ndrysh\u00ebm (nga linjat e thjeshta, speedometra, tabela deri te skemat e komplikuara).<\/p>\n<p><\/p>\n<p><strong>Draw.io<\/strong> \u2013 sh\u00ebrbimi q\u00eb lejon t\u00eb krijoni n\u00eb nj\u00eb redaktues online nj\u00eb diagram t\u00eb thjesht\u00eb deri n\u00eb nj\u00eb plan t\u00eb ambienteve. Ka shum\u00eb shabllone dhe objekte t\u00eb gatshme. T\u00eb dh\u00ebnat mund t\u00eb eksportohet n\u00eb t\u00eb gjitha formatet grafike kryesore ose xml. <\/p>\n<p><\/p>\n<h2 id=\"sobiraem-vse-vmeste\">Mblidhemi t\u00eb gjith\u00eb s\u00eb bashku<\/h2>\n<p><\/p>\n<p>Ka shum\u00eb artikuj se si t\u00eb instaloni dhe konfiguroni Grafana dhe Zabbix, do t\u00eb flas p\u00ebr pikat kryesore t\u00eb konfigurimit. <\/p>\n<p><\/p>\n<p>N\u00eb Zabbix <a class=\"wpil_keyword_link\" href=\"https:\/\/prohoster.info\/sq\/server\/dts-dronten\/\"   title=\"server\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"2595\">server<\/a> krijohet nj\u00eb \"nod rrjeti\" (host), t\u00eb cilit do t\u2019i p\u00ebrkasin \"elementet e t\u00eb dh\u00ebnave\" (item) me metrike nga sensor\u00ebt tan\u00eb. Emrat e nodikeve dhe elementeve t\u00eb t\u00eb dh\u00ebnave duhet t\u00eb mendohen paraprakisht dhe t\u00eb jen\u00eb sa m\u00eb t\u00eb strukturuar, pasi do t'i qasemi atyre nga Grafana p\u00ebrmes shprehjeve t\u00eb rregullta. Ky qasje \u00ebsht\u00eb e p\u00ebrshtatshme sepse lejon t\u00eb merrni t\u00eb dh\u00ebna nga nj\u00eb grup elementesh me nj\u00eb k\u00ebrkes\u00eb. <\/p>\n<p><\/p>\n<p>P\u00ebr konfigurimin e Grafana do t\u00eb k\u00ebrkohet t\u00eb instaloni shtojca shtes\u00eb: <\/p>\n<p><\/p>\n<ul>\n<li>Zabbix nga Alexander Zobnin (alexanderzobnin-zabbix-app) \u2013 integrimi me Zabbix<\/li>\n<li>natel-discrete-panel \u2013 shtojca p\u00ebr vizualizim disktret n\u00eb grafik horizontal<\/li>\n<li>pierosavi-imageit-panel \u2013 shtojca p\u00ebr shfaqjen e t\u00eb dh\u00ebnave mbi imazhin tuaj<\/li>\n<li>agenty-flowcharting-panel \u2013 nj\u00eb plugin p\u00ebr vizualizimin dinamik t\u00eb diagramave nga draw.io<\/li>\n<\/ul>\n<p><\/p>\n<p>Integrimi me Zabbix konfigurohet n\u00eb Grafana, n\u00ebn menun\u00eb ConfigurationData sourcesZabbix. Duhet t\u00eb specifikohet adresa e API t\u00eb serverit Zabbix, n\u00eb rastin tim kjo \u00ebsht\u00eb <noindex><a rel=\"nofollow\" href=\"http:\/\/zabbix.local\/zabbix\/api_jsonrpc.php\">http:\/\/zabbix.local\/zabbix\/api_jsonrpc.php<\/a><\/noindex>, dhe username me fjal\u00ebkalim p\u00ebr akses. N\u00ebse gjith\u00e7ka \u00ebsht\u00eb b\u00ebr\u00eb si\u00e7 duhet, kur ruani cil\u00ebsimet do t\u00eb merrni nj\u00eb mesazh me numrin e versionit t\u00eb API: zabbix API version: 5.0.1<\/p>\n<p><\/p>\n<h3 id=\"sozdaem-dashboard\">Krijoni Dashboard<\/h3>\n<p><\/p>\n<p>K\u00ebtu fillon magia e Grafana-s dhe e plugins e saj. <\/p>\n<p><\/p>\n<p><strong>Plugin-i natel-discrete-panel<\/strong><br \/>\nKemi t\u00eb dh\u00ebna mbi statuset e motorr\u00ebve n\u00eb linja (punon = 1, nuk punon = 0). Duke p\u00ebrdorur grafik\u00ebn discrete, mund t\u00eb vizatojm\u00eb nj\u00eb shkall\u00eb, ku do t\u00eb jet\u00eb e dukshme: statusi i motorit, sa koh\u00eb ka punuar n\u00eb minuta\/or\u00eb ose %, dhe sa shpesh \u00ebsht\u00eb aktivizuar. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/30d31d897758f2116d07ec957866bf03.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>Vizualizimi i statusit t\u00eb motor\u00ebve<\/em><\/p>\n<p><\/p>\n<p>Sip\u00ebr mendimit tim, kjo \u00ebsht\u00eb nj\u00eb nga grafik\u00ebt m\u00eb t\u00eb mira p\u00ebr vizualizimin e performanc\u00ebs s\u00eb pajisjeve. Menj\u00ebher\u00eb \u00ebsht\u00eb e dukshme sa koh\u00eb bie n\u00eb pune, n\u00eb cilat m\u00ebnyra punon m\u00eb shpesh. T\u00eb dh\u00ebnat mund t\u00eb jen\u00eb t\u00eb shumta, ka mund\u00ebsi p\u00ebr agregimin e tyre sipas intervaleve, transformim sipas vlerave (n\u00ebse vlera \u00ebsht\u00eb \u201c1\u201d, at\u00ebher\u00eb tregoni si \u201cON\u201d)<\/p>\n<p><\/p>\n<p><strong>Plugin-i pierosavi-imageit-panel<\/strong><\/p>\n<p><\/p>\n<p>Imageit \u00ebsht\u00eb i p\u00ebrshtatsh\u00ebm kur keni nj\u00eb diagram ose plan t\u00eb dizajnuar tashm\u00eb, n\u00eb t\u00eb cilin d\u00ebshironi t\u00eb shtoni t\u00eb dh\u00ebnat nga sensor\u00ebt. N\u00eb cil\u00ebsimet e vizualizimit duhet t\u00eb specifikoni adres\u00ebn URL t\u00eb imazhit dhe t\u00eb shtoni element\u00ebt e nevojsh\u00ebm sensor. Elementi shfaqet n\u00eb imazh dhe mund t\u00eb pozicionohet n\u00eb vendin e duhur me miun.<\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/a4fdbc44aee91c45787f1b210b1ee74e.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>Diagrami i sob\u00ebs me metrika t\u00eb temperatur\u00ebs dhe presionit<\/em><\/p>\n<p><\/p>\n<p><strong>Plugin-i agenty-flowcharting-panel<\/strong><\/p>\n<p><\/p>\n<p>D\u00ebshiroj t\u00eb flas m\u00eb shum\u00eb p\u00ebr krijimin e vizualizimit FlowCharting, pasi \u00ebsht\u00eb nj\u00eb mjet jasht\u00ebzakonisht funksional. Ai lejon t\u00eb krijoni nj\u00eb mnemoskema dinamike, ku elementet do t\u00eb reagojn\u00eb ndaj vlerave t\u00eb metriksave (ndryshojn\u00eb ngjyr\u00ebn, pozicionin, emrin etj.). <\/p>\n<p><\/p>\n<h3 id=\"poluchenie-dannyh\">Marrja e t\u00eb dh\u00ebnave<\/h3>\n<p><\/p>\n<p>Krijimi i \u00e7do elementi vizualizimi n\u00eb Grafana fillon me k\u00ebrkes\u00ebn p\u00ebr t\u00eb dh\u00ebna nga burimi, n\u00eb rastin ton\u00eb Zabbix. Duke p\u00ebrdorur k\u00ebrkesat, duhet t\u00eb marim t\u00eb gjitha metrikat q\u00eb duam t\u00eb p\u00ebrdorim n\u00eb diagram. Detajet e metrikave jan\u00eb emrat e elementeve t\u00eb t\u00eb dh\u00ebnave n\u00eb Zabbix; mund t\u00eb specifikojm\u00eb si nj\u00eb metrik\u00eb t\u00eb ve\u00e7ant\u00eb ashtu edhe shum\u00eb metrika me filtrimin p\u00ebrmes nj\u00eb shprehjeje t\u00eb rregullt. N\u00eb shembullin tim, fusha Item p\u00ebrmban shprehjen: \"\\\/^(linj\u00eb 1)|(prania)|(kungulli)\\\/\" \u2014 kjo do t\u00eb thot\u00eb: t\u00eb zgjedhim t\u00eb gjitha metrikat, emri i t\u00eb cilave fillon sakt\u00ebsisht me \"linj\u00eb 1\" ose p\u00ebrmban fjal\u00ebn \"prania\" ose p\u00ebrmban fjal\u00ebn \"kungulli\".<\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/44e6735f25726a8d70a78b42e98e00f6.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>Shembulli i konfigurimit t\u00eb k\u00ebrkes\u00ebs p\u00ebr t\u00eb dh\u00ebna mbi motor\u00ebt e linj\u00ebs s\u00eb par\u00eb dhe pranishm\u00ebrin\u00eb e l\u00ebnd\u00ebve t\u00eb para.<\/em><\/p>\n<p><\/p>\n<h3 id=\"preobrazovanie-dannyh\">Transformimi i t\u00eb dh\u00ebnave<\/h3>\n<p><\/p>\n<p>T\u00eb dh\u00ebnat burimore mund t\u00eb mos jen\u00eb gjithmon\u00eb n\u00eb form\u00ebn q\u00eb na nevojitet p\u00ebr t'i paraqitur. P\u00ebr shembull, kemi t\u00eb dh\u00ebna \u00e7do minut\u00eb p\u00ebr pesh\u00ebn e produktit n\u00eb depo (kg), dhe na nevojitet t\u00eb paraqesim shpejt\u00ebsin\u00eb e mbushjes n\u00eb t\/ora. Un\u00eb e b\u00ebj k\u00ebt\u00eb si m\u00eb posht\u00eb: marr t\u00eb dh\u00ebnat mbi pesh\u00ebn dhe i transformoj me funksionin delta t\u00eb Grafana-s, i cili llogarit diferenc\u00ebn midis vlerave t\u00eb metrik\u00ebs, k\u00ebshtu pesha aktuale kthehet n\u00eb kg\/min. Pastaj shum\u00ebzoj me 0.06 p\u00ebr t\u00eb sjell\u00eb rezultatin n\u00eb tone\/or\u00eb. Duke qen\u00eb se metrika e pesh\u00ebs p\u00ebrdoret n\u00eb disa k\u00ebrkesa, un\u00eb e specifikoj p\u00ebr t\u00eb nj\u00eb pseudonim t\u00eb ri (setAlias) dhe do ta p\u00ebrdor at\u00eb n\u00eb rregullin e vizualizimit. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/0ea3c61d1e8ac9cbe5412c854fe8dad6.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>Shembulli i p\u00ebrdorimit t\u00eb parametrin delta dhe shum\u00ebzuesit dhe riem\u00ebrimin e metrik\u00ebs n\u00eb k\u00ebrkes\u00eb.<\/em><\/p>\n<p><\/p>\n<p>Ja tjet\u00ebr shembull i transformimit t\u00eb t\u00eb dh\u00ebnave: m\u00eb duhej t\u00eb num\u00ebroja sasin\u00eb e ndezjeve (fillimi i ciklit = ndizni motorin). Metrika llogaritet n\u00eb baz\u00eb t\u00eb statusit t\u00eb motorit \"linja 1 \u2014 pompa e nxjerrjes nga rezervoari 1 (statusi)\". Transformimi: t\u00eb dh\u00ebnat e metrik\u00ebs origjinale i ndryshojm\u00eb me funksionin delta (dallimi i vlerave), k\u00ebshtu q\u00eb n\u00eb metrik\u00eb do t\u00eb ket\u00eb vler\u00ebn \"+1\" p\u00ebr ndezjen e motorit, \"-1\" p\u00ebr ndalimin dhe \"0\" kur motori nuk ndryshon statusin e tij. M\u00eb pas heq t\u00eb gjitha vlerat m\u00eb t\u00eb vogla se 1 dhe i shumoj ato. Si rezultat, mbi 10 t\u00eb ndezjeve t\u00eb motorit. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/cfedff7cbdd1f1dfaaf529ebc23d2151.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>Shembulli i transformimit t\u00eb t\u00eb dh\u00ebnave nga statusi aktual n\u00eb numrin e aktivizimeve.<\/em><\/p>\n<p><\/p>\n<h3 id=\"teper-pro-samu-vizualizaciyu\">Tani q\u00eb flasim p\u00ebr vizualizimin vet\u00eb.<\/h3>\n<p><\/p>\n<p>N\u00eb cil\u00ebsimet e shfaqjes ka nj\u00eb buton \"Edit Draw\", i cili nis redaktorin ku mund t\u00eb \u00e7izoni diagramin. \u00c7do objekt n\u00eb diagram ka parametrat e vet. P\u00ebr shembull, n\u00ebse caktoni cil\u00ebsimet e shkronjave n\u00eb redaktor, ato do t\u00eb aplikohen n\u00eb vizualizimin e t\u00eb dh\u00ebnave n\u00eb Grafana. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/fb0936ef47a6cf55417784b60f744488.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>K\u00ebtu \u00ebsht\u00eb si duket redaktori n\u00eb Draw.io<\/em><\/p>\n<p><\/p>\n<p>Pas ruajtjes s\u00eb skem\u00ebs, ajo do t\u00eb shfaqet n\u00eb Grafana dhe do t\u00eb jet\u00eb e mundur q\u00eb t\u00eb krijoni rregulla p\u00ebr ndryshimin e elementeve. <\/p>\n<p><\/p>\n<p>N\u00eb parametrat () ne kemi p\u00ebrshkruar: <\/p>\n<p><\/p>\n<ul>\n<li>Options \u2014 p\u00ebrcaktohet emri i rregullit (Rule name), emri ose pseudonimi i metrik\u00ebs, t\u00eb dh\u00ebnat e t\u00eb cilave do t\u00eb p\u00ebrdoren (Apply to metrics). Lloji i agregimit t\u00eb t\u00eb dh\u00ebnave (Aggregation) ndikon n\u00eb rezultatin p\u00ebrfundimtar t\u00eb metrik\u00ebs, k\u00ebshtu q\u00eb Last \u2014 do t\u00eb thot\u00eb se do t\u00eb zgjidhet vlera m\u00eb e fundit, avg \u2014 mesatarja e vlerave p\u00ebr periudh\u00ebn e zgjedhur n\u00eb k\u00ebndin e sip\u00ebrm t\u00eb djatht\u00eb.<\/li>\n<li>Thresholds \u2014 parametrat e vlerave kufizuese, p\u00ebrshkruajn\u00eb logjik\u00ebn e aplikimit t\u00eb ngjyr\u00ebs, dometh\u00ebn\u00eb ngjyra e zgjedhur do t\u00eb aplikohet n\u00eb element\u00ebt n\u00eb skem\u00eb n\u00eb p\u00ebrputhje me t\u00eb dh\u00ebnat e metrik\u00ebs. N\u00eb shembullin tim, kur vlera e metrik\u00ebs \u00ebsht\u00eb \"0\" \u2014 statusi \"Ok\" ngjyra do t\u00eb jet\u00eb e gjelb\u00ebr, kur vlera \u00ebsht\u00eb \"&gt;1\" statusi Critical dhe ngjyra do t\u00eb jet\u00eb e kuqe.<\/li>\n<li>Color\/Tooltip Mappings dhe Label\/Text Mappings \u2014 zgjedhja e elementit t\u00eb skem\u00ebs dhe skenari i sjelljes s\u00eb tij. N\u00eb skenarin e par\u00eb objekti do t\u00eb jet\u00eb i ngjyrosur, n\u00eb t\u00eb dytin \u2013 do t\u00eb ket\u00eb tekst me t\u00eb dh\u00ebnat nga metrika. P\u00ebr t\u00eb zgjedhur objektin n\u00eb skem\u00eb, duhet t\u00eb klikoni mbi shenj\u00ebn e zinxhirit dhe pastaj t\u00eb klikoni me miun n\u00eb skem\u00eb.<\/li>\n<\/ul>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/3ae4087a237cebe7c93b43bdbd0f269b.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>N\u00eb k\u00ebt\u00eb shembull, un\u00eb e ngjyros skem\u00ebn e pomp\u00ebs dhe arrow-t e saj me ngjyr\u00eb t\u00eb kuqe n\u00ebse ajo punon dhe me ngjyr\u00eb t\u00eb gjelb\u00ebr n\u00ebse nuk punon.<\/em> <\/p>\n<p><\/p>\n<p>Me ndihm\u00ebn e plugin-it flowcharting, arrita t\u00eb vizatoj\u00eb nj\u00eb skem\u00eb t\u00eb gjith\u00eb linj\u00ebs, n\u00eb t\u00eb cil\u00ebn:<\/p>\n<p><\/p>\n<ol>\n<li>ndryshon ngjyra e agregateve n\u00eb p\u00ebrputhje me statusin e tyre<\/li>\n<li>ka alarm p\u00ebr munges\u00ebn e produktit n\u00eb en\u00eb<\/li>\n<li>shfaqet konfigurimi i frekuencave t\u00eb motor\u00ebve <\/li>\n<li>shpejt\u00ebsia e mbushjes\/shkarkimit t\u00eb en\u00ebs s\u00eb par\u00eb<\/li>\n<li>num\u00ebron numrin e cikleve t\u00eb pun\u00ebs s\u00eb linj\u00ebs (p\u00ebrzierjet)<\/li>\n<\/ol>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i funksionimit t\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/dcecf15c2de301c73408452719f895f3.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>Vizualizimi i pun\u00ebs t\u00eb linj\u00ebs s\u00eb prodhimit<\/em><\/p>\n<p><\/p>\n<h2 id=\"rezultat\">Rezultati<\/h2>\n<p><\/p>\n<p>M\u00eb e v\u00ebshtira p\u00ebr mua ishte t\u00eb merrja t\u00eb dh\u00ebnat nga kontrollet. Fal\u00eb universialitetit t\u00eb Zabbix-it n\u00eb marrjen e t\u00eb dh\u00ebnave dhe fleksibilitetit t\u00eb Grafana-s p\u00ebrmes plugin-eve, m\u2019u desh\u00ebn vet\u00ebm disa dit\u00eb p\u00ebr t\u00eb krijuar nj\u00eb ekran t\u00eb plot\u00eb monitorimi p\u00ebr linj\u00ebn e prodhimit. Vizualizimi ofroi mund\u00ebsin\u00eb p\u00ebr t\u00eb par\u00eb grafikat dhe statistikat e gjendjeve, plus nj\u00eb akses t\u00eb leht\u00eb p\u00ebrmes web-it p\u00ebr t\u00eb gjith\u00eb ata t\u00eb interesuar \u2013 t\u00eb gjitha k\u00ebto leht\u00ebsuan shpejt identifikimin e ngjessive dhe p\u00ebrdorimin e pap\u00ebrshtatsh\u00ebm t\u00eb agregateve. <\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">P\u00ebrfundim<\/h2>\n<p><\/p>\n<p>M\u00eb p\u00eblqeu shum\u00eb kombinimi Zabbix+Grafana dhe rekomandoj t\u00eb keni parasysh, n\u00ebse keni nevoj\u00eb t\u00eb p\u00ebrpunoni shpejt t\u00eb dh\u00ebnat nga kontrolluesit ose sensor\u00ebt pa programim apo integrim t\u00eb produkteve komplekse tregtare. Pa dyshim, kjo nuk do ta z\u00ebvend\u00ebsoj\u00eb sistemet profesionale SCADA, por do t\u00eb mjaftoj\u00eb si nj\u00eb p\u00ebrmjet i monitorimit t\u00eb centralizuar t\u00eb t\u00ebr\u00eb prodhimit.<\/p>\n<p>Burimi: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/516772\/\">habr.com<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u044f \u044f \u0445\u043e\u0447\u0443 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u043e\u043f\u044b\u0442\u043e\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f open source \u0441\u0438\u0441\u0442\u0435\u043c Zabbix \u0438 Grafana \u0434\u043b\u044f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0440\u0430\u0431\u043e\u0442\u044b 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[&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":92722,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-92721","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.2 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u044f \u044f \u0445\u043e\u0447\u0443 \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u044c\u0441\u044f \u043e\u043f\u044b\u0442\u043e\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f open source \u0441\u0438\u0441\u0442\u0435\u043c Zabbix \u0438 Grafana \u0434\u043b\u044f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 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