{"id":1869662,"date":"2023-03-08T14:24:27","date_gmt":"2023-03-08T22:24:27","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=1869662"},"modified":"2023-03-15T14:35:46","modified_gmt":"2023-03-15T21:35:46","slug":"dev-summit-2023-custom-data-feeds","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds","title":{"rendered":"Dev Summit 2023: Custom data feeds"},"author":207622,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23851],"tags":[],"industry":[],"product":[36571],"class_list":["post-1869662","blog","type-blog","status-publish","format-standard","hentry","category-data-management","product-arcgis-enterprise"],"acf":{"authors":[{"ID":207622,"user_firstname":"Aawaj","user_lastname":"Joshi","nickname":"Aawaj Joshi","user_nicename":"ajoshi","display_name":"Aawaj Joshi","user_email":"ajoshi@esri.com","user_url":"","user_registered":"2021-03-25 20:59:02","user_description":"Aawaj is a Product Engineer on the ArcGIS Enterprise team.","user_avatar":""},{"ID":216822,"user_firstname":"Shreyas","user_lastname":"Shinde","nickname":"sshinde","user_nicename":"sshinde","display_name":"Shreyas Shinde","user_email":"sshinde@esri.com","user_url":"http:\/\/www.linkedin.com\/in\/shreyasshinde","user_registered":"2021-04-08 16:39:28","user_description":"Mild mannered programmer by day, mild mannered programmer by night. Lover of distributed software systems. Software Engineer on the ArcGIS Enterprise team at Esri.","user_avatar":""}],"short_description":"Learn how you can create custom data feeds to leverage data from data sources not natively supported with ArcGIS.","flexible_content":[{"acf_fc_layout":"content","content":"

Organizations require the ability to leverage data from a wide range of data sources, including those not natively supported with ArcGIS.<\/p>\n

At this year\u2019s Developer Summit plenary, Shreyas Shinde demonstrates how to query data from two such sources\u2014MongoDB and Yelp\u2014by creating custom data feeds.<\/p>\n"},{"acf_fc_layout":"kaltura","video_id":"1_kk12l8t8","time":true,"start":"88","stop":"382"},{"acf_fc_layout":"content","content":"

To kick off his demonstration, Shreyas shows the data that analysts in his organization are interested in leveraging: the locations of Supplemental Nutrition Assistance Program (SNAP) authorized retailers in Connecticut stored in a MongoDB database and their business metrics such as ratings, reviews, and price levels on Yelp.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1869672,"id":1869672,"title":"mongodb","filename":"mongodb.png","filesize":150385,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\/mongodb","alt":"MongoDB database containing the locations of Supplemental Nutrition Assistance Program (SNAP) authorized retailers in Connecticut.","author":"207622","description":"MongoDB database containing the locations of Supplemental Nutrition Assistance Program (SNAP) authorized retailers in Connecticut.","caption":"MongoDB database containing the locations of Supplemental Nutrition Assistance Program (SNAP) authorized retailers in Connecticut.","name":"mongodb","status":"inherit","uploaded_to":1869662,"date":"2023-03-08 19:24:24","modified":"2023-03-08 19:27:46","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1100,"height":644,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","medium-width":446,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","medium_large-width":768,"medium_large-height":450,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","large-width":1100,"large-height":644,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","1536x1536-width":1100,"1536x1536-height":644,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","2048x2048-width":1100,"2048x2048-height":644,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb-794x465.png","card_image-width":794,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/mongodb.png","wide_image-width":1100,"wide_image-height":644}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

The first step in configuring a custom data feed is to create a custom provider. Shreyas makes a custom provider for each of his data sources with the help of a new command line tool in ArcGIS Enterprise SDK called cdf<\/strong>. He runs the tool twice: first using the cdf createapp <app name><\/strong> command to create a custom data app and then cdf createprovider <custom provider name><\/strong> to create custom providers.<\/p>\n

 <\/p>\n

 <\/p>\n

 <\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1873092,"id":1873092,"title":"MicrosoftTeams-image (18)","filename":"MicrosoftTeams-image-18.png","filesize":279459,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\/microsoftteams-image-18-3","alt":"Shreyas uses the cdf command line tool to create a custom data app.","author":"207622","description":"","caption":"Shreyas uses the cdf command line tool to create a custom data app.","name":"microsoftteams-image-18-3","status":"inherit","uploaded_to":1869662,"date":"2023-03-10 21:05:00","modified":"2023-03-10 21:25:30","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1134,"height":376,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","medium-width":464,"medium-height":154,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","medium_large-width":768,"medium_large-height":255,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","large-width":1134,"large-height":376,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","1536x1536-width":1134,"1536x1536-height":376,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","2048x2048-width":1134,"2048x2048-height":376,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18-826x274.png","card_image-width":826,"card_image-height":274,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-18.png","wide_image-width":1134,"wide_image-height":376}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"image","image":{"ID":1873102,"id":1873102,"title":"MicrosoftTeams-image (19)","filename":"MicrosoftTeams-image-19.png","filesize":300439,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\/microsoftteams-image-19-3","alt":"Shreyas uses the cdf command line tool to create a custom MongoDB data provider.","author":"207622","description":"","caption":"Shreyas uses the cdf command line tool to create a custom MongoDB data provider.","name":"microsoftteams-image-19-3","status":"inherit","uploaded_to":1869662,"date":"2023-03-10 21:06:36","modified":"2023-03-10 21:26:42","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1260,"height":384,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","medium-width":464,"medium-height":141,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","medium_large-width":768,"medium_large-height":234,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","large-width":1260,"large-height":384,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","1536x1536-width":1260,"1536x1536-height":384,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","2048x2048-width":1260,"2048x2048-height":384,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19-826x252.png","card_image-width":826,"card_image-height":252,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-19.png","wide_image-width":1260,"wide_image-height":384}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

Using the cdf<\/strong> tool to create a custom provider generates boilerplate code, including a model.js file which encapsulates the logic required to access data in the data source. If you have ever worked with Koop\u2014an open-source geospatial data server\u2014this should look familiar. Shreyas updates the JavaScript file for his MongoDB and Yelp providers with pertinent code.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1873112,"id":1873112,"title":"MicrosoftTeams-image (17)","filename":"MicrosoftTeams-image-17.png","filesize":1478835,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\/microsoftteams-image-17-2","alt":"model.js file containing code that fetches data from the MongoDB database.","author":"207622","description":"","caption":"model.js file containing code that fetches data from the MongoDB database.","name":"microsoftteams-image-17-2","status":"inherit","uploaded_to":1869662,"date":"2023-03-10 21:07:49","modified":"2023-03-10 21:32:33","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":2404,"height":2160,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17.png","medium-width":290,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17.png","medium_large-width":768,"medium_large-height":690,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17.png","large-width":1202,"large-height":1080,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17-1536x1380.png","1536x1536-width":1536,"1536x1536-height":1380,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17-2048x1840.png","2048x2048-width":2048,"2048x2048-height":1840,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17-518x465.png","card_image-width":518,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-17-1202x1080.png","wide_image-width":1202,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

The next step in configuring a custom data feed is to export code and dependencies as a custom data package file (.cdpk<\/strong>) and deploy it to ArcGIS Server. Once the code is in place, Shreyas uses the cdf<\/strong> tool to generate custom data package files for each of his providers by running the cdf export <custom provider name><\/strong> command. Next, he uploads the files and registers them with ArcGIS Server using ArcGIS Server Administrator Directory.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1873122,"id":1873122,"title":"MicrosoftTeams-image (15)","filename":"MicrosoftTeams-image-15.png","filesize":528523,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\/microsoftteams-image-15-2","alt":"MongoDB and Yelp custom providers registered with ArcGIS Server.","author":"207622","description":"","caption":"MongoDB and Yelp custom providers registered with ArcGIS Server.","name":"microsoftteams-image-15-2","status":"inherit","uploaded_to":1869662,"date":"2023-03-10 21:09:26","modified":"2023-03-10 21:39:31","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1226,"height":1220,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15.png","medium-width":262,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15.png","medium_large-width":768,"medium_large-height":764,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15.png","large-width":1085,"large-height":1080,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15.png","1536x1536-width":1226,"1536x1536-height":1220,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15.png","2048x2048-width":1226,"2048x2048-height":1220,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15-467x465.png","card_image-width":467,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-15-1085x1080.png","wide_image-width":1085,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

The last step in configuring a custom data feed is to create a new feature service that references the custom provider registered with ArcGIS Server. To create the feature services, Shreyas submits JSON representations that include information about his data providers.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1873132,"id":1873132,"title":"MicrosoftTeams-image (16)","filename":"MicrosoftTeams-image-16.png","filesize":679909,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\/microsoftteams-image-16-4","alt":"Shreyas creates a feature service that references the MongoDB custom provider.","author":"207622","description":"","caption":"Shreyas creates a feature service that references the MongoDB custom provider.","name":"microsoftteams-image-16-4","status":"inherit","uploaded_to":1869662,"date":"2023-03-10 21:10:16","modified":"2023-03-10 21:36:49","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":2174,"height":1686,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16.png","medium-width":337,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16.png","medium_large-width":768,"medium_large-height":596,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16.png","large-width":1393,"large-height":1080,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16-1536x1191.png","1536x1536-width":1536,"1536x1536-height":1191,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16-2048x1588.png","2048x2048-width":2048,"2048x2048-height":1588,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16-600x465.png","card_image-width":600,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/MicrosoftTeams-image-16-1393x1080.png","wide_image-width":1393,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"

Shreyas’s data feeds are now ready as read-only feature services, and analysts in his organization can leverage the data using the services’ ArcGIS Server Services Directory URL.<\/p>\n"}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/data-feeds-1.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/data-feeds.jpg"},"yoast_head":"\nDev Summit 2023: Custom data feeds<\/title>\n<meta name=\"description\" content=\"Learn how you can create custom data feeds to leverage data from data sources not natively supported with ArcGIS.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-enterprise\/data-management\/dev-summit-2023-custom-data-feeds\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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