{"id":38008,"date":"2020-11-17T17:51:00","date_gmt":"2020-11-17T17:51:00","guid":{"rendered":"https:\/\/www.irion-edm.com\/?p=38008"},"modified":"2025-02-14T15:27:35","modified_gmt":"2025-02-14T14:27:35","slug":"che-cosa-e-dataops","status":"publish","type":"post","link":"https:\/\/www.irion-edm.com\/it\/notizie\/che-cosa-e-dataops\/","title":{"rendered":"Che cos&#8217;\u00e8 DataOps?"},"content":{"rendered":"<p><strong><span style=\"font-size: 14pt;\">DataOps \u00e8 l\u2019insieme delle pratiche collaborative e delle tecniche chiave di Data Management incentrate sul miglioramento della comunicazione, dell&#8217;integrazione e dell&#8217;automazione dei flussi di dati tra i data manager e i data user in un&#8217;organizzazione.<\/span> <\/strong><\/p>\n<p>DataOps \u00e8 la contrazione dei termini \u201c<strong>Data<\/strong>\u201d &amp; \u201c<strong>Operations<\/strong>\u201d e ha origine dalla disciplina\u00a0DevOps<strong>\u00a0<\/strong>(Software <strong>Dev<\/strong>elopment &amp; IT <strong>Op<\/strong>erations) adattandola ovviamente alle problematiche tipiche dei processi di analisi dei dati.<\/p>\n<p>L&#8217;obiettivo di DataOps, sull\u2019onda delle metodologie agile, \u00e8 quello di fornire nuovi modelli di lavoro e collaborazione per generare pi\u00f9 velocemente valore per l\u2019azienda. <strong>DataOps utilizza la tecnologia per automatizzare la progettazione, la gestione e la distribuzione dei dati con livelli di governance appropriati, e impiega <\/strong><strong>i metadati per migliorare l&#8217;usabilit\u00e0 e il valore delle informazioni in ambienti dinamici.<\/strong><\/p>\n<h2>Come funziona DataOps?<\/h2>\n<p>Nei progetti in ambito Data &amp; Analytics i cambiamenti di requisiti diventano pi\u00f9 numerosi e importanti quanto pi\u00f9 \u00e8 lungo il tempo che intercorre tra la loro definizione iniziale e il <em>go live<\/em> della soluzione. In molti casi questi cambiamenti comportano una completa rilavorazione della data pipeline perch\u00e9 non esiste una visione comune, condivisa delle dipendenze e degli artefatti prodotti dai differenti ruoli dei team.<\/p>\n<p>Per superare queste situazioni ed aumentare l\u2019efficienza dei processi, in un mondo dove il volume di dati nelle aziende \u00e8 in continua crescita, il DataOps manifesto evidenzia alcuni punti cardine quali la collaborazione (tramite scambio di feedback continui degli\u00a0stakeholders),\u00a0la qualit\u00e0 dei dati, rilasci frequenti in pieno stile agile, la reperibilit\u00e0 e le regole di governance volte a fornire pipeline di dati alle persone giuste, al momento giusto, da qualsiasi origine.<\/p>\n<p>Ma entriamo nel dettaglio. In un recente documento di Gartner (<em>Introducing DataOps Into Your Data Management Discipline<\/em>, 31 October 2019, Ted Friedman &amp; Nick Heudecker<a href=\"#_ftn1\" name=\"_ftnref1\"><\/a>), sono elencate le principali sfide che i Data &amp; Analytics leader si trovano ad affrontare nell\u2019implementazione e nell\u2019esercizio di moderne soluzioni data intensive e si suggerisce <strong>un percorso per insediare un modello di gestione <\/strong>in grado di vincere queste sfide. Ecco le principali caratteristiche di questo paradigma:<\/p>\n<ul>\n<li><strong>incremento della frequenza dei rilasci<\/strong> \u2014 rilasci rapidi e veloci di nuove funzionalit\u00e0, apprezzabili dai committenti, che agevolano la gestione di cambiamenti nei requisiti, sia nella fase progettuale che durante l\u2019intero ciclo di vita delle soluzioni;<\/li>\n<li><strong>Automazione dei test<\/strong> \u2014 ridurre il coinvolgimento umano nelle fasi di test, ad esempio dei test di non regressione, consente di velocizzare i rilasci;<\/li>\n<li><strong>Gestione dei metadati e delle versioni <\/strong>\u2014 l\u2019incremento della frequenza e del numero di rilasci impone la presenza di un sistema di controllo delle versioni; inoltre, ogni versione di una soluzione data intensive comporta variazioni esprimibili attraverso metadati; questi metadati, resi disponibili a tutti i ruoli che partecipano alla data pipeline garantiscono una gestione efficace e condivisa dei cambiamenti;<\/li>\n<li><strong>Monitoraggio costante<\/strong> \u2014 una tracciatura nel continuo del funzionamento e dell\u2019utilizzo della data pipeline consente di identificare e indirizzare malfunzionamenti e opportunit\u00e0 di miglioramento delle funzionalit\u00e0 e delle prestazioni;<\/li>\n<li><strong>Collaborazione<\/strong> tra tutti i ruoli coinvolti \u2014 Una costante comunicazione tra tutti gli attori interessati, basata su metadati disponibili in un ambiente collaborativo \u00e8 fondamentale per garantire rilasci rapidi di componenti di qualit\u00e0.<\/li>\n<\/ul>\n<p>Per abilitare le pratiche di DataOps \u00e8 quindi necessario:<\/p>\n<ul>\n<li>poter<strong> estrarre dati da una miriade di fonti<\/strong> (ovunque risiedano cloud o on premise),<\/li>\n<li><strong>allinearli in un catalogo di metadati flessibile <\/strong>(in cui i dati sono facilmente accessibili, taggabili, annotabili, arricchibili e condivisibili),<\/li>\n<li><strong>automatizzare i test<\/strong>,<\/li>\n<li><strong>abilitare un monitoraggio continuo<\/strong> consentendo alle organizzazioni di <strong>orchestrare efficacemente i<\/strong> loro attuali <strong>sistemi di gestione dei dati<\/strong> per poter potenziare le loro prestazioni e facilitare cos\u00ec l\u2019attivit\u00e0 dei Data Engineer, Data Scientist, Data Analyst, Data Stewart, Data Owner, Data User, \u2026<\/li>\n<\/ul>\n<p><strong>Tutte capabilities fondamentali per valorizzare il patrimonio informativo di un\u2019azienda alla velocit\u00e0 e con la qualit\u00e0 richieste dal business dei nostri tempi.<\/strong>\u00a0 <strong>Questi sono principi che da sempre guidano l\u2019evoluzione<\/strong>, al servizio dei propri clienti, <strong>di Irion EDM<\/strong>.<\/p>\n<h3 style=\"text-align: center;\">Vuoi saperne di pi\u00f9?<\/h3>\n<p style=\"text-align: center;\">Ti illustreremo con esempi pratici come le altre realt\u00e0<br \/>\nhanno gi\u00e0 avviato la loro trasformazione.<\/p>\n<p style=\"text-align: center;\"><a class=\"gem-button gem-button-size-small gem-button-style-flat gem-button-text-weight-normal\" title=\"CONTATTACI\" href=\"https:\/\/www.irion-edm.com\/it\/contatti\/\" target=\"_self\" rel=\"noopener\" data-ll-effect=\"drop-right-without-wrap\">CONTATTACI<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>DataOps \u00e8 l\u2019insieme delle pratiche collaborative e delle tecniche chiave di Data Management incentrate sul miglioramento della comunicazione, dell&#8217;integrazione e dell&#8217;automazione dei flussi di dati tra i data manager e i data user in un&#8217;organizzazione. DataOps \u00e8 la contrazione dei termini \u201cData\u201d &amp; \u201cOperations\u201d e ha origine dalla disciplina\u00a0DevOps\u00a0(Software Development &amp; IT Operations) adattandola ovviamente [&hellip;]<\/p>\n","protected":false},"author":191,"featured_media":38014,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[109],"tags":[],"settori":[],"topics":[110],"cliente":[],"partner":[],"authors":[],"personas":[],"knowledge_area":[],"use_cases":[],"class_list":["post-38008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-notizie"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>DataOps: che cos&#039;\u00e8 e come funziona<\/title>\n<meta name=\"description\" content=\"Scopri come DataOps integra sviluppo e operazioni per una gestione dati pi\u00f9 agile ed efficiente, migliorando qualit\u00e0 e velocit\u00e0 nelle analisi aziendali.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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