{"id":12646,"date":"2019-03-12T16:51:07","date_gmt":"2019-03-12T20:51:07","guid":{"rendered":"http:\/\/www.iri.com\/blog\/?p=12646"},"modified":"2020-05-22T11:20:00","modified_gmt":"2020-05-22T15:20:00","slug":"processing-live-feeds-voracity","status":"publish","type":"post","link":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/","title":{"rendered":"Processing Live Data Feeds in Voracity"},"content":{"rendered":"<p class=\"c0\"><em><span class=\"c2\">This article demonstrates processing a web-based data source in the\u00a0<\/span><span class=\"c6 c12\"><a class=\"c5\" href=\"https:\/\/www.iri.com\/products\/voracity\">IRI Voracity<\/a><\/span><span class=\"c2\">\u00a0data management platform. Static and streaming data defined in URLs &#8212; including flat files in formats like CSV or through FTP\/S, HTTP\/S, HDFS, Kafka, MQTT, and MongoDB &#8212; are supported by the default data processing engine in Voracity,\u00a0<\/span><span class=\"c6 c12\"><a class=\"c5\" href=\"https:\/\/www.iri.com\/news\/press-releases\/cosort-v10-supports-fast-manipulation-of-streaming-semi-structured-data\">CoSort Version 10<\/a><\/span><span class=\"c4 c2\">.<\/span><\/em><\/p>\n<p class=\"c0\"><span class=\"c6\">Voracity<\/span><span class=\"c1\">\u00a0is a data management platform and solution stack for data discovery, integration, migration, governance and analytics use cases. It was designed as a shared data marshalling area in Eclipse for BI\/DW architects and data scientists, IT and data security managers, as well as DBAs and application developers.<\/span><\/p>\n<p class=\"c0\"><span class=\"c7\">Data manipulations in Voracity are powered by IRI CoSort or interchangeable Hadoop\u00a0<\/span><span class=\"c6\"><a class=\"c5\" href=\"https:\/\/www.iri.com\/solutions\/big-data\/hadoop-optional\">engines<\/a><\/span><span class=\"c7\">.\u00a0<\/span><span class=\"c7\">All Voracity jobs including ETL-diagrammed stream integration jobs are d<\/span><span class=\"c7\">esigned, modified and managed in\u00a0<\/span><span class=\"c6\"><a class=\"c5\" href=\"https:\/\/www.iri.com\/products\/workbench\">IRI Workbench<\/a><\/span><span class=\"c7\">, a single pane of glass built on Eclipse<\/span><span class=\"c7\">.<\/span><span class=\"c7\">\u00a0M<\/span><span class=\"c1\">y project co-exists there with other Voracity data management and Eclipse-supported activities.<\/span><\/p>\n<h3 class=\"c0\"><span class=\"c4 c8\">Live-Feed Processing<br \/>\n<\/span><\/h3>\n<p class=\"c0\"><span class=\"c1\">The main idea behind the processing of live-feed, or streaming, data is to enable data integration and analysis and actions within real-world deadlines of minutes or even milliseconds. Because of the immediacy of real-time analytics, stream data processing can provide advantages over other analytic methods, including:<\/span><\/p>\n<ul class=\"c17 lst-kix_ihlt1b9ljbr6-0 start\">\n<li class=\"c0 c11 c18\"><span class=\"c1\">Sharing information in the transparent form of dashboards<\/span><\/li>\n<li class=\"c0 c11 c18\"><span class=\"c1\">Monitoring custom behavior<\/span><\/li>\n<li class=\"c0 c11 c18\"><span class=\"c1\">Effective decision-making mechanism<\/span><\/li>\n<li class=\"c0 c11 c18\"><span class=\"c1\">Immediate changes or fixes whenever necessary<\/span><\/li>\n<\/ul>\n<h3 class=\"c0\"><span class=\"c4 c8\">Our Initial Project<\/span><\/h3>\n<p class=\"c0 c9\"><span class=\"c1\">\u00a0 \u00a0 \u00a0 \u00a0 This demo began as a search for a live data source on the internet that updates in real time. What we found was data that updated every time the page refreshed. In this case, it was a traffic sensor feed from the New York City Department of Transportation (NYC DOT), which updates speeds and travel times along certain routes.<\/span><\/p>\n<p class=\"c0 c9\"><span class=\"c7\">We first used IRI Workbench to open the\u00a0<\/span><span class=\"c6\">LinkSpeedQuery.txt<\/span><span class=\"c7\">\u00a0file. We used the new Sort Job Wizard to\u00a0<\/span><span class=\"c6\"><a class=\"c5\" href=\"https:\/\/www.iri.com\/blog\/iri\/iri-workbench\/using-the-metadata-discovery-wizard\">discover and define the metadata<\/a><\/span><span class=\"c7\">\u00a0for that file, define a new sort key, and map the data to a new target.<\/span><\/p>\n<h3 class=\"c0\"><span class=\"c4 c8\">A Few Live Data Feed Processing Examples<\/span><\/h3>\n<p class=\"c0\"><span class=\"c7\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0When we imported the LinkSpeedQuery.txt file from the URL:\u00a0<\/span><span class=\"c6\"><a class=\"c5\" href=\"http:\/\/207.251.86.229\/nyc-links-cams\/LinkSpeedQuery.txt\">http:\/\/207.251.86.229\/nyc-links-cams\/LinkSpeedQuery.txt<\/a><\/span><span class=\"c1\">, our job arranged the data by ID, speed, travel time, status, data as of date, as well as the link id and points columns. Values in the file use a mix of ASCII and numeric data types<\/span><\/p>\n<p class=\"c0\"><span class=\"c1\">\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0One of the ways I was able to process the live source was to send the job output directly to the console. Figure 1-1, shows our job, \u201csort_speed2.scl.\u201d When the job runs, the console only displays four lines of data because we used an \/INCOLLECT statement to limit the number of rows accepted from the source.<\/span><\/p>\n<p class=\"c0\"><em><span class=\"c2 c4\">Figure 1-1: Code from sort_speed2.scl, with output sent directly to the console. The transform mapping diagram from sort_speed2.scl is also displayed.<\/span><\/em><\/p>\n<p><a href=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12653 aligncenter\" src=\"\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1-1024x576.png\" alt=\"Output with Mapping\" width=\"880\" height=\"495\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1-1024x576.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1-300x169.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1-768x432.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png 1366w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/><\/a><\/p>\n<p><i><span style=\"font-weight: 400;\">Figure 1-2: sort_speed2.scl, without the \u00a0\/INCOLLECT filter<\/span><\/i><\/p>\n<p><a href=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data2.png\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-12654 aligncenter\" src=\"\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data2-1024x576.png\" alt=\"sort_speed2.scl\" width=\"882\" height=\"496\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data2-1024x576.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data2-300x169.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data2-768x432.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data2.png 1366w\" sizes=\"(max-width: 882px) 100vw, 882px\" \/><\/a><\/p>\n<p class=\"c0\"><span class=\"c1\">A small modification of our job sends output to a file; i.e. a persistent target.<\/span><\/p>\n<p><em><span class=\"c4 c2\">Figure 1-3 LinkSpeedQuery.txt<\/span><\/em><\/p>\n<p><a href=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data3.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12655\" src=\"\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data3-1024x576.png\" alt=\"LinkSpeedQuery.txt\" width=\"880\" height=\"495\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data3-1024x576.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data3-300x169.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data3-768x432.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data3.png 1366w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/><\/a><\/p>\n<p class=\"c0\"><span class=\"c1\">In this job, the output file is written into the same directory as the .scl (job scrip) file. The data was sorted by date and speed.<\/span><\/p>\n<p class=\"c0\"><em><span class=\"c4 c2\">Figure 1-4: sort_speed1.scl: maps the data to the file 1min.txt<\/span><\/em><\/p>\n<p><a href=\"http:\/\/www.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data4.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12656 aligncenter\" src=\"\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data4-1024x576.png\" alt=\"sort_speed1.scl\" width=\"880\" height=\"495\" srcset=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data4-1024x576.png 1024w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data4-300x169.png 300w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data4-768x432.png 768w, https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data4.png 1366w\" sizes=\"(max-width: 880px) 100vw, 880px\" \/><\/a><\/p>\n<p><span class=\"c7\">These are very basic examples of what is possible in terms of live-feed, or at least internet-fed data processing in Voracity. Other possibilities include data streaming in through pipes or procedures, or message brokers, per\u00a0<\/span><span class=\"c6\"><a class=\"c5\" href=\"https:\/\/www.youtube.com\/watch?v=Z9DPP4bQUjc\">this video demonstration<\/a><\/span><span class=\"c1\">.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs &#8212; including flat files in formats like CSV or through FTP\/S, HTTP\/S, HDFS, Kafka, MQTT, and MongoDB &#8212; are supported by the default data processing engine in Voracity,\u00a0CoSort Version 10. Voracity\u00a0is a data management platform<\/p>\n<div><a class=\"btn-filled btn\" href=\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\" title=\"Processing Live Data Feeds in Voracity\">Read More<\/a><\/div>\n","protected":false},"author":120,"featured_media":12653,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[108,1,776,91],"tags":[44,5,100,789,850,1394,1395,1397,1396,1400,68,1399,1338],"class_list":["post-12646","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-big-data-2","category-data-transformation2","category-etl","category-iri-workbench","tag-cosort","tag-data-transformation","tag-etl","tag-iri-voracity","tag-iri-workbench","tag-live-data","tag-live-feed","tag-live-web-data","tag-live-web-feed","tag-real-time-data","tag-sortcl","tag-stream-integration","tag-streaming-data"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Processing Live Data Feeds in Voracity - IRI<\/title>\n<meta name=\"description\" content=\"This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs are\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Processing Live Data Feeds in Voracity - IRI\" \/>\n<meta property=\"og:description\" content=\"This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs are\" \/>\n<meta property=\"og:url\" content=\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\" \/>\n<meta property=\"og:site_name\" content=\"IRI\" \/>\n<meta property=\"article:published_time\" content=\"2019-03-12T20:51:07+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-05-22T15:20:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1366\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Alex Murray\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Alex Murray\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\"},\"author\":{\"name\":\"Alex Murray\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/e9c33ebf0a52e5199318f708eefc6ba6\"},\"headline\":\"Processing Live Data Feeds in Voracity\",\"datePublished\":\"2019-03-12T20:51:07+00:00\",\"dateModified\":\"2020-05-22T15:20:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\"},\"wordCount\":577,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png\",\"keywords\":[\"CoSort\",\"data transformation\",\"ETL\",\"IRI Voracity\",\"IRI Workbench\",\"live data\",\"live feed\",\"live web data\",\"live web feed\",\"real-time data\",\"SortCL\",\"stream integration\",\"streaming data\"],\"articleSection\":[\"Big Data\",\"Data Transformation\",\"ETL\",\"IRI Workbench\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\",\"url\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\",\"name\":\"Processing Live Data Feeds in Voracity - IRI\",\"isPartOf\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png\",\"datePublished\":\"2019-03-12T20:51:07+00:00\",\"dateModified\":\"2020-05-22T15:20:00+00:00\",\"description\":\"This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs are\",\"breadcrumb\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage\",\"url\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png\",\"contentUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png\",\"width\":1366,\"height\":768,\"caption\":\"Output with Mapping\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/beta.iri.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Processing Live Data Feeds in Voracity\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#website\",\"url\":\"https:\/\/beta.iri.com\/blog\/\",\"name\":\"IRI\",\"description\":\"Total Data Management Blog\",\"publisher\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/beta.iri.com\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#organization\",\"name\":\"IRI\",\"url\":\"https:\/\/beta.iri.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png\",\"contentUrl\":\"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png\",\"width\":750,\"height\":206,\"caption\":\"IRI\"},\"image\":{\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/e9c33ebf0a52e5199318f708eefc6ba6\",\"name\":\"Alex Murray\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/22247bbc4273db6ab025f9b37eba03b2?s=96&d=blank&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/22247bbc4273db6ab025f9b37eba03b2?s=96&d=blank&r=g\",\"caption\":\"Alex Murray\"},\"sameAs\":[\"https:\/\/www.iri.com\"],\"url\":\"https:\/\/beta.iri.com\/blog\/author\/alexm\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Processing Live Data Feeds in Voracity - IRI","description":"This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs are","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/","og_locale":"en_US","og_type":"article","og_title":"Processing Live Data Feeds in Voracity - IRI","og_description":"This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs are","og_url":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/","og_site_name":"IRI","article_published_time":"2019-03-12T20:51:07+00:00","article_modified_time":"2020-05-22T15:20:00+00:00","og_image":[{"width":1366,"height":768,"url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png","type":"image\/png"}],"author":"Alex Murray","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Alex Murray","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#article","isPartOf":{"@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/"},"author":{"name":"Alex Murray","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/e9c33ebf0a52e5199318f708eefc6ba6"},"headline":"Processing Live Data Feeds in Voracity","datePublished":"2019-03-12T20:51:07+00:00","dateModified":"2020-05-22T15:20:00+00:00","mainEntityOfPage":{"@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/"},"wordCount":577,"commentCount":0,"publisher":{"@id":"https:\/\/beta.iri.com\/blog\/#organization"},"image":{"@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage"},"thumbnailUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png","keywords":["CoSort","data transformation","ETL","IRI Voracity","IRI Workbench","live data","live feed","live web data","live web feed","real-time data","SortCL","stream integration","streaming data"],"articleSection":["Big Data","Data Transformation","ETL","IRI Workbench"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/","url":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/","name":"Processing Live Data Feeds in Voracity - IRI","isPartOf":{"@id":"https:\/\/beta.iri.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage"},"image":{"@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage"},"thumbnailUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png","datePublished":"2019-03-12T20:51:07+00:00","dateModified":"2020-05-22T15:20:00+00:00","description":"This article demonstrates processing a web-based data source in the\u00a0IRI Voracity\u00a0data management platform. Static and streaming data defined in URLs are","breadcrumb":{"@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#primaryimage","url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png","contentUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png","width":1366,"height":768,"caption":"Output with Mapping"},{"@type":"BreadcrumbList","@id":"https:\/\/beta.iri.com\/blog\/data-transformation2\/processing-live-feeds-voracity\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/beta.iri.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Processing Live Data Feeds in Voracity"}]},{"@type":"WebSite","@id":"https:\/\/beta.iri.com\/blog\/#website","url":"https:\/\/beta.iri.com\/blog\/","name":"IRI","description":"Total Data Management Blog","publisher":{"@id":"https:\/\/beta.iri.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/beta.iri.com\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/beta.iri.com\/blog\/#organization","name":"IRI","url":"https:\/\/beta.iri.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png","contentUrl":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/02\/iri-logo-total-data-management-small-1.png","width":750,"height":206,"caption":"IRI"},"image":{"@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/e9c33ebf0a52e5199318f708eefc6ba6","name":"Alex Murray","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/beta.iri.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/22247bbc4273db6ab025f9b37eba03b2?s=96&d=blank&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/22247bbc4273db6ab025f9b37eba03b2?s=96&d=blank&r=g","caption":"Alex Murray"},"sameAs":["https:\/\/www.iri.com"],"url":"https:\/\/beta.iri.com\/blog\/author\/alexm\/"}]}},"jetpack_featured_media_url":"https:\/\/beta.iri.com\/blog\/wp-content\/uploads\/2019\/03\/processing-live-data1.png","_links":{"self":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts\/12646"}],"collection":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/users\/120"}],"replies":[{"embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/comments?post=12646"}],"version-history":[{"count":13,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts\/12646\/revisions"}],"predecessor-version":[{"id":13729,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/posts\/12646\/revisions\/13729"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/media\/12653"}],"wp:attachment":[{"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/media?parent=12646"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/categories?post=12646"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/beta.iri.com\/blog\/wp-json\/wp\/v2\/tags?post=12646"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}