{"id":1331,"date":"2021-03-31T13:51:38","date_gmt":"2021-03-31T11:51:38","guid":{"rendered":"https:\/\/www.puurdata.nl\/?p=1331"},"modified":"2025-07-17T09:54:56","modified_gmt":"2025-07-17T07:54:56","slug":"f1-racen-voor-gevorderden-met-elastic-2","status":"publish","type":"post","link":"https:\/\/puurdata.nl\/nl\/f1-racen-voor-gevorderden-met-elastic-2\/","title":{"rendered":"F1-racen voor gevorderden met Elastic"},"content":{"rendered":"\n\t\t<div id=\"fws_69e7752f62a07\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row full-width-section headerBox\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer using-image\" ><div class=\"row-bg viewport-desktop using-image\"  style=\"background-image: url(https:\/\/puurdata.nl\/wp-content\/uploads\/2019\/07\/header.png); background-position: center bottom; background-repeat: no-repeat; \"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone \"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_69e7752f63651\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row vc_row-o-equal-height vc_row-flex vc_row-o-content-middle\"  style=\"padding-top: 10%; padding-bottom: 20%; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-8 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone \"   data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h1 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading headerText\" >F1-racen voor gevorderden met Elastic<\/h1>\n<div class=\"wpb_text_column wpb_content_element  headerText\" >\n\t<div class=\"wpb_wrapper\">\n\t\t<h4>Haal alle telemetrie-gegevens binnen uit de PS4.<\/h4>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 wpb_column column_container vc_column_container col child_column padding-2-percent inherit_tablet inherit_phone \"   data-padding-pos=\"left\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t<div id=\"fws_69e7752f64f21\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 100px; padding-bottom: 100px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-8 wpb_column column_container vc_column_container col padding-5-percent inherit_tablet inherit_phone \"  data-padding-pos=\"right\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<div id=\"fws_69e7752f65817\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap \" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"2644\" width=\"3980\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status.png\" alt=\"Elasticsearch\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status.png 3980w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-300x199.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-1024x680.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-768x510.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-1536x1020.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Status-2048x1361.png 2048w\" sizes=\"auto, (max-width: 3980px) 100vw, 3980px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap \" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1442\" width=\"2162\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry.png\" alt=\"Elastic\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry.png 2162w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-300x200.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-1024x683.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-768x512.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-1536x1024.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-2048x1366.png 2048w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Car-Telemetry-900x600.png 900w\" sizes=\"auto, (max-width: 2162px) 100vw, 2162px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e7752f67515\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >PS4 F1-racen voor gevorderden! (part 2)<\/h2>\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>Bij PuurData op kantoor staat een Sim Racing Rig met een PS4 en F1 2020. De F1-games van Codemasters bieden de mogelijkheid om telemetrie-data te versturen via het UDP-protocol. Voor onze simulator zijn wij al eerder aan de slag geweest met de telemetrie-data van <a href=\"https:\/\/puurdata.nl\/f1-racen-voor-gevorderden-met-elastic\/\" target=\"_blank\" rel=\"noopener noreferrer\">F1 2017<\/a>.<\/p>\n<p>Inmiddels zijn er een aantal updates geweest van deze game en is er het \u00e9\u00e9n en ander veranderd in het telemetrie-pakket dat het spel verstuurt. Wij hebben een nieuwe configuration file gemaakt voor F1 2020. Met de ge\u00fcpdatete config-file ontvang je ongeveer 10.000 logregels per minuut. Denk hierbij aan de status van de auto, schades, temperatuur, snelheid, ronde- en sectortijden. Via het .conf-bestand is het mogelijk om de telemetrie-data uit F1 2020 te indexeren in Elasticsearch. Deze data is dan bijvoorbeeld via een Dashboards of een Canvas te visualiseren. Als je een raceweekend zou simuleren, ontvang je meer dan 150 miljoen waarden!<\/p>\n<p>Wij hebben een Canvas-workpad gemaakt om een voorbeeld te geven van het visualiseren van de data. Lees hieronder hoe je dit zelf kunt maken!<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e7752f68188\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Benodigdheden<\/h2>\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>\u2013 Linux-server met Elastic, Kibana en Logstash;<br \/>\n\u2013 PlayStation 4;<br \/>\n\u2013 Game F1 2020;<br \/>\n\u2013 Racestoel met stuur (dat maakt het wel leuker)<br \/>\n\u2013 Het \u2018conf\u2019-bestand;<br \/>\n\u2013 Coureur met ego die tegen een deuk kan (alles is tenslotte te analyseren!).<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e7752f68df0\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h2 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Stappen<\/h2>\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<div class=\"wpb_wrapper\">\n\t\t<div>\n<p><strong>Stap 1<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Installeer de Elastic-server. Zorg voor een, bij voorkeur, Linux-server met minimaal 4gb intern geheugen een paar cores en voldoende diskruimte. Installeer hierop Elastic, Kibana en Logstash. Hoe dit moet staat beschreven op de website van <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/setup.html\" target=\"_blank\" rel=\"noopener noreferrer\">Elastic<\/a>.<\/p>\n<\/div>\n<div>\n<p><strong>Stap 2<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Download het \u2018conf\u2019-bestand voor Logstash <a href=\"http:\/\/www.puurdata.nl\/wp-content\/uploads\/f1-2020.conf\" target=\"_blank\" rel=\"noopener noreferrer\">(<strong>HIER<\/strong>)<\/a> en pas het aan (bijv. gebruikersnaam en wachtwoord) en zorg dat Logstash wordt opgestart met dit bestand.<\/p>\n<\/div>\n<div>\n<p><strong>Stap 3<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Download ons Canvas-workpad, zodat je een voorbeeld hebt van de mogelijkheden van Canvas. Deze kan je (<a href=\"https:\/\/puurdata.nl\/wp-content\/uploads\/canvas-workpad-F1 2020.json\" target=\"_blank\" rel=\"noopener noreferrer\"><strong>HIER<\/strong><\/a>) vinden. Zorg er wel voor dat de data wordt ge\u00efndexeerd in: f1_data en dat er een index pattern is genaamd: f1*<\/p>\n<\/div>\n<div>\n<p>Wil je ons Canvas-workpad uitproberen? Zet dan de auto-refresh interval op 1 of 5 seconden.<\/p>\n<\/div>\n<div>\n<p><strong>Stap<\/strong><span class=\"apple-converted-space\"><b>\u00a0<\/b><\/span><strong>4<\/strong><span class=\"apple-converted-space\">\u00a0<\/span>-&gt; Configureer op de Playstation in de game de UDP-poort en het IP-adres. Dit is te vinden in het scherm als je op \u2018options\u2019 drukt tijdens het rijden. Zorg dat het IP-adres het adres is van de server en de UDP-poort moet overeenkomen met degene in het \u2018conf\u2019-bestand<\/p>\n<\/div>\n<div>\n<p>Het \u2018conf\u2019-bestand is gemaakt voor F1 2020. Dit is een mooi voorbeeld hoe je realtime data kunt verzamelen en analyseren. Succes en veel plezier!<\/p>\n<\/div>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e7752f69ad7\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row\"  style=\"padding-top: 20px; padding-bottom: 20px; \"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap \" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1436\" width=\"2160\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces.png\" alt=\"Elasticsearch\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces.png 2160w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-300x199.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-1024x681.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-768x511.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-1536x1021.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Forces-2048x1362.png 2048w\" sizes=\"auto, (max-width: 2160px) 100vw, 2160px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-6 wpb_column column_container vc_column_container col child_column no-extra-padding inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"img-with-aniamtion-wrap \" data-max-width=\"100%\" data-max-width-mobile=\"default\" data-shadow=\"none\" data-animation=\"fade-in\" >\n      <div class=\"inner\">\n        <div class=\"hover-wrap\"> \n          <div class=\"hover-wrap-inner\">\n            <img loading=\"lazy\" decoding=\"async\" class=\"img-with-animation skip-lazy\" data-delay=\"0\" height=\"1438\" width=\"2162\" data-animation=\"fade-in\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data.png\" alt=\"Elasticsearch\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data.png 2162w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-300x200.png 300w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-1024x681.png 1024w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-768x511.png 768w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-1536x1022.png 1536w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-2048x1362.png 2048w, https:\/\/puurdata.nl\/wp-content\/uploads\/2021\/03\/Raw-Data-900x600.png 900w\" sizes=\"auto, (max-width: 2162px) 100vw, 2162px\" \/>\n          <\/div>\n        <\/div>\n      <\/div>\n    <\/div>\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div><div id=\"fws_69e7752f6b717\" data-midnight=\"\" data-column-margin=\"default\" class=\"wpb_row vc_row-fluid vc_row inner_row  vc_custom_1563971679673\"  style=\"\"><div class=\"row-bg-wrap\"> <div class=\"row-bg\" ><\/div> <\/div><div class=\"row_col_wrap_12_inner col span_12  left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col child_column padding-4-percent inherit_tablet inherit_phone \"   data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h4 style=\"text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Meer weten?<\/h4>\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<div class=\"wpb_wrapper\">\n\t\t<p>Wilt u meer weten of heeft u een vraag over de mogelijkheden, bel ons op <a href=\"tel:+31887887328\">+31 (0)88 &#8211; 7887 328<\/a>, ga naar <a href=\"\/contact\/\">contact<\/a> of vul het onderstaande formulier in!<\/p>\n\t<\/div>\n<\/div>\n\n\n\n\n\t\t<\/div> \n\t<\/div>\n\t<\/div> \n<\/div><\/div>\n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n\n\t<div  class=\"vc_col-sm-4 sidebarcards wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone \"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t<h4 style=\"color: #e9812e;text-align: left\" class=\"vc_custom_heading vc_do_custom_heading\" >Recente artikelen<\/h4>\n    <div class=\"row blog-recent columns-1\" data-style=\"default\" data-color-scheme=\"light\" data-remove-post-date=\"\" data-remove-post-author=\"1\" data-remove-post-comment-number=\"1\" data-remove-post-nectar-love=\"1\">\n\n      \n      <div class=\"col span_12 post-4288 post type-post status-publish format-standard has-post-thumbnail category-blog tag-ai tag-datastrategie tag-monitoring tag-observability tag-search-ai\" >\n\n        <a href=\"https:\/\/puurdata.nl\/nl\/observability-basis-voor-ai\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"403\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-600x403.jpg\" class=\"attachment-portfolio-thumb size-portfolio-thumb wp-post-image\" alt=\"\" title=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-600x403.jpg 600w, https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-18x12.jpg 18w, https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-900x604.jpg 900w, https:\/\/puurdata.nl\/wp-content\/uploads\/2026\/04\/shutterstock_2647054517-e1775560566764-400x269.jpg 400w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a>\n            <div class=\"post-header\">\n              <h3 class=\"title\"><a href=\"https:\/\/puurdata.nl\/nl\/observability-basis-voor-ai\/\">AI zonder observability? Dan mis je de basis<\/a><\/h3>\n              <span class=\"meta-author\"><a href=\"https:\/\/puurdata.nl\/nl\/author\/astegpuurdata-nl\/\" title=\"Berichten van Alex Steg\" rel=\"author\">Alex Steg<\/a> <\/span> <span class=\"meta-category\"> | <a href=\"https:\/\/puurdata.nl\/nl\/category\/blog\/\">Blog<\/a> <\/span> <span class=\"meta-comment-count\"> | <a href=\"https:\/\/puurdata.nl\/nl\/observability-basis-voor-ai\/#respond\">\n              No Comments<\/a> <\/span>\n            <\/div>\n\n            <div class=\"excerpt\">AI werkt alleen met betrouwbare en begrijpelijke data. Ontdek waarom observability de basis vormt voor succesvolle AI-toepassingen.<\/div>\n      <\/div><!--\/col-->\n\n      \n      <div class=\"col span_12 post-3909 post type-post status-publish format-standard has-post-thumbnail category-download tag-ai tag-datasoevereiniteit tag-datastrategie tag-roadmap tag-search\" >\n\n        <a href=\"https:\/\/puurdata.nl\/nl\/de-ai-roadmap\/\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"403\" src=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-600x403.png\" class=\"attachment-portfolio-thumb size-portfolio-thumb wp-post-image\" alt=\"\" title=\"\" srcset=\"https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-600x403.png 600w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-18x12.png 18w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-900x604.png 900w, https:\/\/puurdata.nl\/wp-content\/uploads\/2025\/11\/mockup-ai-roadmap-400x269.png 400w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/a>\n            <div class=\"post-header\">\n              <h3 class=\"title\"><a href=\"https:\/\/puurdata.nl\/nl\/de-ai-roadmap\/\">De AI Roadmap, haal meer waarde uit AI<\/a><\/h3>\n              <span class=\"meta-author\"><a href=\"https:\/\/puurdata.nl\/nl\/author\/astegpuurdata-nl\/\" title=\"Berichten van Alex Steg\" rel=\"author\">Alex Steg<\/a> <\/span> <span class=\"meta-category\"> | <a href=\"https:\/\/puurdata.nl\/nl\/category\/download\/\">Download<\/a> <\/span> <span class=\"meta-comment-count\"> | <a href=\"https:\/\/puurdata.nl\/nl\/de-ai-roadmap\/#respond\">\n              No Comments<\/a> <\/span>\n            <\/div>\n\n            <div class=\"excerpt\">AI biedt enorme kansen, maar veel organisaties worstelen met de vraag: waar begin je? De AI Roadmap van PuurData helpt je om AI gestructureerd, veilig en meetbaar te implementeren.<\/div>\n      <\/div><!--\/col-->\n\n      \n    <\/div><!--\/blog-recent-->\n\n  \n\t\t\t<\/div> \n\t\t<\/div>\n\t<\/div> \n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>De F1-games van Codemasters bieden de mogelijkheid om telemetrie-data te versturen via het UDP-protocol. Voor onze simulator zijn wij aan de slag geweest met de telemetrie-data van F1 2017.<\/p>\n","protected":false},"author":1,"featured_media":1318,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[3,4],"tags":[],"class_list":{"0":"post-1331","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-download","8":"category-tool"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>F1-racen voor gevorderden met Elastic - PuurData<\/title>\n<meta name=\"description\" content=\"F1 telemetrie data vanuit je PlayStation je Elastic cluster in? De beknopte handleiding vindt je op deze pagina. 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