{"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 pun\u00ebs s\u00eb linj\u00ebs s\u00eb prodhimit","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>N\u00eb k\u00ebt\u00eb artikull d\u00ebshiroj t\u00eb ndaj p\u00ebrvoj\u00ebn time me sistemet e hapura Zabbix dhe Grafana p\u00ebr vizualizimin e pun\u00ebs s\u00eb linjave prodhuese. Informacioni mund t\u00eb jet\u00eb i dobish\u00ebm p\u00ebr ata q\u00eb k\u00ebrkojn\u00eb nj\u00eb m\u00ebnyr\u00eb t\u00eb shpejt\u00eb p\u00ebr t\u00eb visualizuar ose 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 sistemit t\u00eb monitorimit 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\">Instrumentari<\/h2>\n<p><\/p>\n<p><strong>Zabbix <\/strong>\u2013 e p\u00ebrdorim prej koh\u00ebsh p\u00ebr monitorimin e infrastruktur\u00ebs IT t\u00eb fabrik\u00ebs. Sistemi u d\u00ebshmua aq i p\u00ebrshtatsh\u00ebm dhe univers that ne filluam t\u00eb futnim t\u00eb dh\u00ebnat nga linjat e prodhimit, sensor\u00ebt dhe kontrollet. Kjo na lejoi t\u00eb mbledhim t\u00eb gjitha metrikat n\u00eb nj\u00eb vend, t\u00eb krijojm\u00eb grafika t\u00eb thjeshta t\u00eb konsumit t\u00eb burimeve dhe performanc\u00ebs s\u00eb pajisjeve, por na mungonte shum\u00eb analiza dhe grafika t\u00eb bukura.<\/p>\n<p><\/p>\n<p><strong>Grafana <\/strong>\u2013 \u00ebsht\u00eb nj\u00eb mjet shum\u00eb i fuqish\u00ebm p\u00ebr analiz\u00ebn dhe vizualizimin e t\u00eb dh\u00ebnave. Nj\u00eb num\u00ebr i madh plug-in-esh 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 grafika t\u00eb ndryshme (nga linjat e thjeshta, spek\u00ebt, tabela deri n\u00eb diagrame t\u00eb nd\u00ebrlikuara).<\/p>\n<p><\/p>\n<p><strong>Draw.io<\/strong> \u2013 sh\u00ebrbimi q\u00eb lejon t\u00eb vizatoni nga nj\u00eb diagram i thjesht\u00eb deri n\u00eb nj\u00eb plan t\u00eb ambienteve n\u00eb nj\u00eb redaktor online. Ka shum\u00eb shabllone t\u00eb gatshme dhe objekte t\u00eb vizatuara. T\u00eb dh\u00ebnat mund t\u00eb eksportohen n\u00eb t\u00eb gjitha formatet grafike kryesore ose xml. <\/p>\n<p><\/p>\n<h2 id=\"sobiraem-vse-vmeste\">T'i bashkojm\u00eb t\u00eb gjitha s\u00eb bashku<\/h2>\n<p><\/p>\n<p>Ka shum\u00eb artikuj si t\u00eb instaloni dhe konfiguroni Grafana dhe Zabbix, un\u00eb 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=\"serveri\" data-wpil-keyword-link=\"linked\"  data-wpil-monitor-id=\"2595\">serveri<\/a> krijohet nj\u00eb \"nyj\u00eb rrjeti\" (host), e cila do t\u00eb ket\u00eb \"elemente t\u00eb dh\u00ebnash\" (item) me metrikat nga sensor\u00ebt tan\u00eb. Emrat e nyjeve dhe elementeve t\u00eb dh\u00ebnash \u00ebsht\u00eb e k\u00ebshillueshme t'i mendoni paraprakisht dhe t'i b\u00ebni sa m\u00eb strukturuar, pasi do t'i referohemi atyre nga Grafana p\u00ebrmes shprehjeve t\u00eb rregullta. Ky qasje \u00ebsht\u00eb e dobishme pasi mund 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 nevojitet t\u00eb instalohen plug-in t\u00eb tjer\u00eb: <\/p>\n<p><\/p>\n<ul>\n<li>Zabbix nga Alexander Zobnin (alexanderzobnin-zabbix-app) \u2013 integrim me zabbix<\/li>\n<li>natel-discrete-panel \u2013 plug-in p\u00ebr vizualizimin diskret n\u00eb grafik horizontal<\/li>\n<li>pierosavi-imageit-panel \u2013 plug-in p\u00ebr shfaqjen e t\u00eb dh\u00ebnave mbi nj\u00eb imazh t\u00eb vetin<\/li>\n<li>agenty-flowcharting-panel \u2013 plug-in p\u00ebr vizualizimin dinamik t\u00eb diagrameve nga draw.io<\/li>\n<\/ul>\n<p><\/p>\n<p>Integrimi vet\u00eb me Zabbix konfigurohet n\u00eb Grafana, pike e menus\u00eb ConfigurationData sourcesZabbix. Atje duhet t\u00eb specifikoni adres\u00ebn e API t\u00eb serverit Zabbix, un\u00eb kam <noindex><a rel=\"nofollow\" href=\"http:\/\/zabbix.local\/zabbix\/api_jsonrpc.php\">http:\/\/zabbix.local\/zabbix\/api_jsonrpc.php<\/a><\/noindex>, dhe emrin e p\u00ebrdoruesit me fjal\u00ebkalimin p\u00ebr akses. N\u00ebse \u00e7do gj\u00eb \u00ebsht\u00eb b\u00ebr\u00eb si\u00e7 duhet, kur ruani konfigurimin do t\u00eb ket\u00eb 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\">Krijojm\u00eb Dashboard<\/h3>\n<p><\/p>\n<p>K\u00ebtu fillon ajo magjia e Grafana dhe e plug-in-ave t\u00eb saj. <\/p>\n<p><\/p>\n<p><strong>Plug-in natel-discrete-panel<\/strong><br \/>\nKemi t\u00eb dh\u00ebna rreth gjendjes s\u00eb motor\u00ebve n\u00eb linja (punon = 1, nuk punon = 0). Me ndihm\u00ebn e grafik\u00ebs discrete mund t\u00eb vizatojm\u00eb nj\u00eb shkall\u00eb, n\u00eb t\u00eb cil\u00ebn do t\u00eb jet\u00eb e dukshme: gjendja e motorit, sa koh\u00eb ka punuar n\u00eb minuta\/or\u00eb ose %, dhe sa shpesh ka nisur. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i pun\u00ebs s\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 gjendjes s\u00eb motor\u00ebve<\/em><\/p>\n<p><\/p>\n<p>Sipas mendimit tim, ky \u00ebsht\u00eb nj\u00eb nga grafik\u00ebt m\u00eb t\u00eb mir\u00eb p\u00ebr vizualizimin e performanc\u00ebs s\u00eb pajisjeve. \u00cbsht\u00eb menj\u00ebher\u00eb e dukshme sa koh\u00eb q\u00eb \u00ebsht\u00eb ndaluar, n\u00eb cilat regjime 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, transformimi sipas vlerave (n\u00ebse vlera \u00ebsht\u00eb \"1\", at\u00ebher\u00eb t\u00eb tregohet si \"ON\")<\/p>\n<p><\/p>\n<p><strong>Plug-in pierosavi-imageit-panel<\/strong><\/p>\n<p><\/p>\n<p>Imageit \u00ebsht\u00eb e p\u00ebrshtatshme p\u00ebr t'u p\u00ebrdorur kur keni nj\u00eb diagram ose plan t\u00eb ambientit t\u00eb vizatuar, n\u00eb t\u00eb cilin d\u00ebshironi t\u00eb aplikoni t\u00eb dh\u00ebnat e sensor\u00ebve. N\u00eb konfigurimet e vizualizimit, duhet t\u00eb specifikoni adres\u00ebn URL t\u00eb imazhit dhe t\u00eb shtoni elementet e nevojshme sensor. Elementi shfaqet mbi imazh dhe mund t\u00eb vendoset n\u00eb vendin e d\u00ebshiruar me miun.<\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i pun\u00ebs s\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 metrikat e temperatur\u00ebs dhe presionit<\/em><\/p>\n<p><\/p>\n<p><strong>Plug-in agenty-flowcharting-panel<\/strong><\/p>\n<p><\/p>\n<p>P\u00ebr krijimin e vizualizimit FlowCharting do t\u00eb doja t\u00eb flisja m\u00eb n\u00eb detaje, pasi \u00ebsht\u00eb nj\u00eb mjet jasht\u00ebzakonisht funksional. Ai lejon t\u00eb krijoni nj\u00eb memogram dinamik, elementet e t\u00eb cilit do t\u00eb reagojn\u00eb ndaj vlerave t\u00eb metrikave (t\u00eb ndryshojn\u00eb ngjyr\u00ebn, pozitat, 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 marrjen e t\u00eb dh\u00ebnave nga burimi, n\u00eb rastin ton\u00eb nga Zabbix. P\u00ebrmes k\u00ebrkesave, duhen marr\u00eb t\u00eb gjitha metrikat q\u00eb duam t\u00eb p\u00ebrdorim n\u00eb skem\u00eb. Rekvizitat e metrikave jan\u00eb emrat e element\u00ebve t\u00eb dh\u00ebnave n\u00eb Zabbix, mund t\u00eb specifikohet nj\u00eb metrik\u00eb e ve\u00e7ant\u00eb ose shum\u00eb me filtrimin p\u00ebrmes shprehjeve t\u00eb rregullta. N\u00eb shembullin tim, fusha Item p\u00ebrmban shprehjen: \"\/(^linja 1)|(prania)|(kabab)|\/\" \u2013 kjo do t\u00eb thot\u00eb: t\u00eb p\u00ebrzgjidhen t\u00eb gjitha metrikat, emri i t\u00eb cilave fillon sakt\u00ebsisht me \"linja 1\" ose p\u00ebrmban fjal\u00ebn \"prania\" ose p\u00ebrmban fjal\u00ebn \"kabab\".<\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i pun\u00ebs s\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\u00ebnat e motor\u00ebve t\u00eb linj\u00ebs s\u00eb par\u00eb dhe pranin\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 fillestare 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 en\u00eb (kg), dhe na nevojitet t\u00eb paraqitim shpejt\u00ebsin\u00eb e mbushjes n\u00eb t\/ora. Un\u00eb b\u00ebj k\u00ebt\u00eb n\u00eb m\u00ebnyr\u00ebn e m\u00ebposhtme: marr t\u00eb dh\u00ebnat p\u00ebr pesh\u00ebn dhe i transformoj me funksionin delta t\u00eb Grafana, i cili llogarit ndryshimin midis vlerave t\u00eb metrik\u00ebs, k\u00ebshtu pesha aktuale kthehet n\u00eb kg\/min. Pastaj e shum\u00ebzoj me 0.06 p\u00ebr t\u00eb sjell\u00eb rezultatin n\u00eb ton\/koh\u00eb. Duke qen\u00eb se metrika e pesh\u00ebs p\u00ebrdoret n\u00eb disa k\u00ebrkesa, e caktova nj\u00eb pseudonim t\u00eb ri p\u00ebr t\u00eb (setAlias) dhe do ta p\u00ebrdor k\u00ebt\u00eb n\u00eb rregullin e vizualizimit. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i pun\u00ebs s\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 parametrave delta dhe faktor\u00ebve t\u00eb shumimit dhe rinovimin e emrit t\u00eb metrik\u00ebs n\u00eb k\u00ebrkes\u00eb.<\/em><\/p>\n<p><\/p>\n<p>Ja \u00ebsht\u00eb nj\u00eb tjet\u00ebr shembull i transformimit t\u00eb t\u00eb dh\u00ebnave: m\u00eb duhej t\u00eb llogaris numrin e ndezjeve (fillimi i ciklit = ndezja e motorit). Metrika llogaritet n\u00eb baz\u00eb t\u00eb statusit t\u00eb motorit \"linja 1 - pompa e shkarkimit nga rezervoari 1 (statusi)\". Transformimi: t\u00eb dh\u00ebnat e metrik\u00ebs origjinale i ndryshojm\u00eb me funksionin delta (diferenca e vlerave), k\u00ebshtu q\u00eb n\u00eb metrik\u00eb do t\u00eb ket\u00eb vler\u00ebn \u00ab+1\u00bb p\u00ebr ndezjen e motorit, \u00ab-1\u00bb p\u00ebr ndalimin dhe \u00ab0\u00bb kur motori nuk ndryshon statusin e tij. Pastaj heq t\u00eb gjitha vlerat m\u00eb t\u00eb vogla se 1 dhe i shtoj ato. N\u00eb fund, rezulton numri i ndezjeve t\u00eb motorit. <\/p>\n<p><\/p>\n<p><img decoding=\"async\" alt=\"Grafana+Zabbix: Vizualizimi i pun\u00ebs s\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 aktiveve.<\/em><\/p>\n<p><\/p>\n<h3 id=\"teper-pro-samu-vizualizaciyu\">Tani 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 hap redaktorin ku mund t\u00eb vizatoni skem\u00ebn. \u00c7do objekt n\u00eb skem\u00eb ka parametrat e tij. P\u00ebr shembull, n\u00ebse caktoni cil\u00ebsimet e shkrimit n\u00eb redaktor \u2013 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 pun\u00ebs s\u00eb linj\u00ebs s\u00eb prodhimit\" src=\"\/wp-content\/uploads\/2020\/08\/fb0936ef47a6cf55417784b60f744488.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<em>K\u00ebshtu 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 mund t\u00eb krijoni rregulla p\u00ebr ndryshimin e elementeve. <\/p>\n<p><\/p>\n<p>N\u00eb parametrat () ne p\u00ebrcaktojm\u00eb: <\/p>\n<p><\/p>\n<ul>\n<li>Options \u2013 vendoset emri i rregullit (Rule name), emri ose pseudonimi i metrik\u00ebs, t\u00eb dh\u00ebnat e t\u00eb cil\u00ebs 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 Last \u2013 do t\u00eb thot\u00eb se do t\u00eb zgjedhet vlera m\u00eb fundit, avg \u2013 mesatarja p\u00ebr periudh\u00ebn e zgjedhur n\u00eb k\u00ebndin e sip\u00ebrm t\u00eb djatht\u00eb.<\/li>\n<li>Thresholds \u2013 parametri i vlerave prag, p\u00ebrshkruan logjik\u00ebn e aplikimit t\u00eb ngjyrave, pra ngjyra e zgjedhur do t\u00eb aplikohet n\u00eb element\u00ebt n\u00eb skem\u00eb n\u00eb var\u00ebsi t\u00eb t\u00eb dh\u00ebnave t\u00eb metrik\u00ebs. N\u00eb shembullin tim, me vler\u00ebn e metrikave \"0\" \u2013 statusi \"Ok\" ngjyra do t\u00eb jet\u00eb e gjelb\u00ebr, me vler\u00ebn \"&gt;1\" statusi Critical dhe ngjyra do t\u00eb jet\u00eb e kuqe.<\/li>\n<li>Color\/Tooltip Mappings\" dhe \"Label\/Text Mappings\" \u2013 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 mbushur, n\u00eb t\u00eb dytin \u2013 do t\u00eb ket\u00eb tekst me t\u00eb dh\u00ebna nga metrika. P\u00ebr t\u00eb zgjedhur objektin n\u00eb skem\u00eb duhet t\u00eb klikoni shenj\u00ebn e zinxhirit dhe 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 pun\u00ebs s\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 mbush pompen dhe arrow e saj me ngjyr\u00eb t\u00eb kuqe n\u00ebse ajo punon dhe me ngjyr\u00eb t\u00eb gjelb\u00ebr n\u00ebse jo.<\/em> <\/p>\n<p><\/p>\n<p>Me ndihm\u00ebn e plugin-it flowcharting arrij t\u00eb vizatoj skem\u00ebn e t\u00eb gjith\u00eb linj\u00ebs, n\u00eb t\u00eb cil\u00ebn:<\/p>\n<p><\/p>\n<ol>\n<li>ndryshon ngjyr\u00ebn e agregateve n\u00eb p\u00ebrputhje me statusin e tyre.<\/li>\n<li>ka sinjalizim p\u00ebr munges\u00ebn e produktit n\u00eb en\u00eb.<\/li>\n<li>shfaqet cil\u00ebsimi i frekuencave t\u00eb motor\u00ebve. <\/li>\n<li>shpejt\u00ebsia e mbushjes\/shtypjes s\u00eb en\u00ebs s\u00eb par\u00eb.<\/li>\n<li>num\u00ebrohet numri i 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 pun\u00ebs s\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 funksionimit t\u00eb linj\u00ebs prodhuese.<\/em><\/p>\n<p><\/p>\n<h2 id=\"rezultat\">Rezultati<\/h2>\n<p><\/p>\n<p>E vetmja gj\u00eb m\u00eb e v\u00ebshtir\u00eb p\u00ebr mua ishte t\u00eb merrja t\u00eb dh\u00ebnat nga kontrolluesit. Fal\u00eb universialitetit t\u00eb Zabbix-it p\u00ebr marrjen e t\u00eb dh\u00ebnave dhe fleksibilitetit t\u00eb Grafana-s p\u00ebrmes plugins, mjaftuan vet\u00ebm disa dit\u00eb p\u00ebr t\u00eb krijuar nj\u00eb ekran kompleks monitorimi t\u00eb linj\u00ebs s\u00eb prodhimit. Vizualizimi ofroi mund\u00ebsin\u00eb e shikimit t\u00eb grafik\u00ebve dhe statistikave t\u00eb gjendjeve, plus akses i leht\u00eb p\u00ebrmes web-it p\u00ebr t\u00eb gjith\u00eb t\u00eb interesuarit \u2013 e gjitha kjo mund\u00ebsoi identifikimin e shpejt\u00eb t\u00eb vendeve t\u00eb ngushta dhe p\u00ebrdorimin e paefektsh\u00ebm t\u00eb agregateve. <\/p>\n<p><\/p>\n<h2 id=\"zaklyuchenie\">P\u00ebrfundimi<\/h2>\n<p><\/p>\n<p>M\u00eb p\u00eblqeu shum\u00eb kombinimi Zabbix+Grafana dhe rekomandoj t\u00eb kushtoni v\u00ebmendje n\u00eb t\u00eb, n\u00ebse keni nevoj\u00eb p\u00ebr t\u00eb p\u00ebrpunuar shpejt t\u00eb dh\u00ebnat nga kontrollor\u00ebt ose sensor\u00ebt pa programim ose implementim t\u00eb produkteve t\u00eb nd\u00ebrlikuara komerciale. Sigurisht, kjo nuk do t\u00eb z\u00ebvend\u00ebsoj\u00eb sistemet profesionale SCADA, por do t\u00eb mjaftoj\u00eb si nj\u00eb mjet p\u00ebr monitorimin qendror t\u00eb gjith\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 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 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\u043f\u043e\u0434\u0440\u043e\u0431\u043d\u044b\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e\u043c, \u044d\u0442\u043e \u0441\u043a\u043e\u0440\u0435\u0435 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u043d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u043c \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0438 [&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 5.0.0.1 - 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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