{"id":2123932,"date":"2023-10-30T12:00:23","date_gmt":"2023-10-30T19:00:23","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=2123932"},"modified":"2023-11-06T08:50:18","modified_gmt":"2023-11-06T16:50:18","slug":"part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2","title":{"rendered":"Part Two: What\u2019s new in ArcGIS Data Interoperability at Pro 3.2"},"author":300042,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[37101],"tags":[772162],"industry":[],"product":[36561],"class_list":["post-2123932","blog","type-blog","status-publish","format-standard","hentry","category-announcements","tag-arcgisdatainteroperability","product-arcgis-pro"],"acf":{"authors":[{"ID":3941,"user_firstname":"Bruce","user_lastname":"Harold","nickname":"Bruce Harold","user_nicename":"bruce_harold","display_name":"Bruce Harold","user_email":"bharold@esri.com","user_url":"","user_registered":"2018-03-02 00:15:35","user_description":"Career GIS practitioner who started out in industrial process optimization, now a Product Manager at Esri on the Redlands campus, responsible for the ArcGIS Data Interoperability extension and exploring ETL methods.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/BruceHarold-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"},{"ID":300042,"user_firstname":"Tiffany","user_lastname":"Glenn","nickname":"Tiffany Glenn","user_nicename":"tglenn","display_name":"Tiffany Glenn","user_email":"TGlenn@esri.com","user_url":"https:\/\/www.esri.com\/en-us\/arcgis\/products\/arcgis-allsource\/overview","user_registered":"2022-01-21 22:18:36","user_description":"Tiffany Glenn has held many strategic roles at Esri over the years and currently is a Senior Product Marketing Lead for the Operational Intelligence suite of products. She drives go-to-market strategy, customer engagement, and the planning and execution of marketing activities to support National Government, Law Enforcement, Public Safety, and corporate security customers.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/04\/Bio-PIC-TG-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}],"related_articles":"","short_description":"Part Two: ArcGIS Data Interoperability at Pro 3.2 brings new functionality and optimizations for your no-code integrations. ","flexible_content":[{"acf_fc_layout":"content","content":"<p>There were so many things to cover in this new release, new functionality and optimizations for your no-code integrations that we needed two blogs.\u00a0 In <a href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/whats-new-in-arcgis-data-interoperability-at-pro-3-2\/\">the first blog<\/a> we covered new visuals, formats, and format support improvements.\u00a0 In this blog we will spend time on transformation enhancements. Here we will cover:<\/p>\n<ul>\n<li><strong>OpenAPI Specification<\/strong><\/li>\n<li><strong>AttributeManager<\/strong><\/li>\n<li><strong>DateTimeRounder<\/strong><\/li>\n<li><strong>UniqueIdentifierGenerator<\/strong><\/li>\n<li><strong>Data Inspector<\/strong><\/li>\n<li><strong>Compare Workspaces<\/strong><\/li>\n<\/ul>\n<p>Let\u2019s take look at some highlights!<\/p>\n<p><strong>Transformations Enhancements<\/strong><\/p>\n<ol>\n<li>Data Interoperability is no-code technology, but you can still work with web API calls using the HTTPCaller transformer.\u00a0 The transformer now supports the import of OpenAPI Specification (aka \u2018Swagger\u2019) files (JSON or YAML), allowing the transformer to pre-populate request parameter and authentication method settings.<\/li>\n<\/ol>\n<p>Here is an example using the swagger file for ArcGIS Online Workflow Manager; first import the specification file using the Import button (you need to obtain the file from Esri):<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2124512,"id":2124512,"title":"OpenAPI_1","filename":"OpenAPI_1.jpg","filesize":114011,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/openapi_1","alt":"","author":"312742","description":"","caption":"","name":"openapi_1","status":"inherit","uploaded_to":2123932,"date":"2023-10-26 22:02:54","modified":"2023-10-26 22:02:54","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":659,"height":750,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","medium-width":229,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","medium_large-width":659,"medium_large-height":750,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","large-width":659,"large-height":750,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","1536x1536-width":659,"1536x1536-height":750,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","2048x2048-width":659,"2048x2048-height":750,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1-409x465.jpg","card_image-width":409,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_1.jpg","wide_image-width":659,"wide_image-height":750}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW150865030 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW150865030 BCX0\">Then choose an endpoint<\/span><span class=\"NormalTextRun SCXW150865030 BCX0\">, in my case to <\/span><\/span><span class=\"TextRun MacChromeBold SCXW150865030 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW150865030 BCX0\">GET<\/span><\/span><span class=\"TextRun SCXW150865030 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW150865030 BCX0\"> the <\/span><\/span><span class=\"TextRun MacChromeBold SCXW150865030 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW150865030 BCX0\">location<\/span><\/span><span class=\"TextRun SCXW150865030 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW150865030 BCX0\"> of a job:<\/span><\/span><span class=\"EOP SCXW150865030 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2126472,"id":2126472,"title":"OpenAPI_2","filename":"OpenAPI_2.jpg","filesize":179150,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/openapi_2","alt":"","author":"312742","description":"","caption":"","name":"openapi_2","status":"inherit","uploaded_to":2123932,"date":"2023-10-27 19:14:20","modified":"2023-10-27 19:14:20","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":440,"height":752,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","medium-width":153,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","medium_large-width":440,"medium_large-height":752,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","large-width":440,"large-height":752,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","1536x1536-width":440,"1536x1536-height":752,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","2048x2048-width":440,"2048x2048-height":752,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2-272x465.jpg","card_image-width":272,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_2.jpg","wide_image-width":440,"wide_image-height":752}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span class=\"TextRun SCXW244610624 BCX0\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW244610624 BCX0\">Then the transformer knows I need to supply a token plus URL path values for <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW244610624 BCX0\">orgId<\/span><span class=\"NormalTextRun SCXW244610624 BCX0\">, <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW244610624 BCX0\">itemId<\/span><span class=\"NormalTextRun SCXW244610624 BCX0\"> and <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW244610624 BCX0\">jobId<\/span><span class=\"NormalTextRun SCXW244610624 BCX0\">:<\/span><\/span><span class=\"EOP SCXW244610624 BCX0\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2132652,"id":2132652,"title":"OpenAPI_3","filename":"OpenAPI_3.jpg","filesize":105115,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/openapi_3","alt":"","author":"312742","description":"","caption":"","name":"openapi_3","status":"inherit","uploaded_to":2123932,"date":"2023-10-31 15:03:39","modified":"2023-10-31 15:03:39","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":697,"height":743,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","medium-width":245,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","medium_large-width":697,"medium_large-height":743,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","large-width":697,"large-height":743,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","1536x1536-width":697,"1536x1536-height":743,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","2048x2048-width":697,"2048x2048-height":743,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3-436x465.jpg","card_image-width":436,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/OpenAPI_3.jpg","wide_image-width":697,"wide_image-height":743}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>I would also need to build the base domain part for my hosted Workflow Manager instance, but you get the idea.\u00a0 If there was a more complex authentication and header requirement for the API the automation would stub these out for me, but in this case it\u2019s just a token.<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px\">2.<strong> AttributeManager<\/strong> now supports explicit casting of field type, for example see below I have set incoming datetime data to date (without time) in three fields.\u00a0 Commonly encountered formats like CSV and Excel can be tricky to infer a schema from, so this feature lets you fix the problem of \u201cschema drift\u201d that you might get if you let a schema be automatically handled with changing input data.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2126512,"id":2126512,"title":"AttributeManagerParameters","filename":"AttributeManagerParameters.jpg","filesize":275511,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/attributemanagerparameters","alt":"","author":"312742","description":"","caption":"","name":"attributemanagerparameters","status":"inherit","uploaded_to":2123932,"date":"2023-10-27 19:16:02","modified":"2023-10-27 19:16:02","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1076,"height":895,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","medium-width":314,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","medium_large-width":768,"medium_large-height":639,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","large-width":1076,"large-height":895,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","1536x1536-width":1076,"1536x1536-height":895,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","2048x2048-width":1076,"2048x2048-height":895,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters-559x465.jpg","card_image-width":559,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/AttributeManagerParameters.jpg","wide_image-width":1076,"wide_image-height":895}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">3. <\/span><strong><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">DateTimeRounder<\/span><\/strong><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"> is new transformer now available.\u00a0 Its need is explained in a few workflows.\u00a0 First, binning data into time intervals, and secondly when doing change detection.\u00a0 The <\/span><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">ChangeDetector<\/span><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"> transformer is brutally strict about comparisons, so when you\u2019re comparing streams from different systems of record, like geodatabase and feature service, and one stores datetimes in milliseconds while the other uses microseconds, then even with identical datetimes you\u2019ll get \u2018fake change\u2019 detected, caused by precision, unless you round to a common interval.\u00a0 Here is a simple example of rounding a datetime to the nearest whole day, expressed in ISO format: 2022-01-01T08:00:00 rounds to 2022-01-01T00:00:00 and overwrites the subject fields with these transformer settings:<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2126532,"id":2126532,"title":"DateTimeRounder","filename":"DateTimeRounder.jpg","filesize":42636,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/datetimerounder","alt":"","author":"312742","description":"","caption":"","name":"datetimerounder","status":"inherit","uploaded_to":2123932,"date":"2023-10-27 19:17:00","modified":"2023-10-27 19:17:00","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":349,"height":337,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","medium-width":270,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","medium_large-width":349,"medium_large-height":337,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","large-width":349,"large-height":337,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","1536x1536-width":349,"1536x1536-height":337,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","2048x2048-width":349,"2048x2048-height":337,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","card_image-width":349,"card_image-height":337,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DateTimeRounder.jpg","wide_image-width":349,"wide_image-height":337}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">4. <strong>UniqueIdentifierGenerator<\/strong><\/span> <span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">is a small but vital transformer, which in addition to its classic UUID and GUID creation capability can now supply <\/span><a href=\"https:\/\/github.com\/ulid\/spec\" target=\"_blank\" rel=\"noreferrer noopener\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\">ULID<\/span><\/a><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"> values!<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2126542,"id":2126542,"title":"UniqueIdentifierGenerator","filename":"UniqueIdentifierGenerator.jpg","filesize":43576,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/uniqueidentifiergenerator","alt":"","author":"312742","description":"","caption":"","name":"uniqueidentifiergenerator","status":"inherit","uploaded_to":2123932,"date":"2023-10-27 19:17:50","modified":"2023-10-27 19:17:50","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":538,"height":253,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","medium-width":464,"medium-height":218,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","medium_large-width":538,"medium_large-height":253,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","large-width":538,"large-height":253,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","1536x1536-width":538,"1536x1536-height":253,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","2048x2048-width":538,"2048x2048-height":253,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","card_image-width":538,"card_image-height":253,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/UniqueIdentifierGenerator.jpg","wide_image-width":538,"wide_image-height":253}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>ULIDs (unique lexicographically sortable identifiers) are good through AD 10889 for those long running projects!\u00a0 A ULID is a 128-bit (26 characters) identifier that consists of two components: a 48-bit timestamp and an 80-bit random component. The timestamp component represents the number of milliseconds since a specific epoch (usually January 1, 1970, or &#8220;Unix time&#8221;).<\/p>\n<p>The timestamp component in a ULID allows for lexicographic sorting, meaning that ULIDs generated at different times can be sorted in chronological order simply by comparing their values. This makes ULIDs useful for scenarios where time-based sorting or ordering is required, such as in distributed systems or databases.\u202f\u00a0 By incorporating the timestamp component, ULIDs provide a balance between uniqueness, lexicographic sorting, and time-based information.<\/p>\n<p>&nbsp;<\/p>\n<p>Here are five I made in a few milliseconds, hence the common prefix containing the time component:<\/p>\n<p>01HCFNNTF5Z9N8ZRRF0ACSC6YZ<\/p>\n<p>01HCFNNTF6384F8QTSDNEHB5T4<\/p>\n<p>01HCFNNTF63H8604Z9Q7BBKARK<\/p>\n<p>01HCFNNTF6756ZWKH72YR0CR30<\/p>\n<p>01HCFNNTF6AAGKFY8AMBN5J878<\/p>\n<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px\">5. <strong>Data Inspector<\/strong> now supports display of unexposed fields, such as format attributes or arrays generated from JSON queries, plus tooltip links to help documentation.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2129322,"id":2129322,"title":"DataInspector","filename":"DataInspector.jpg","filesize":518973,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/datainspector","alt":"","author":"312742","description":"","caption":"","name":"datainspector","status":"inherit","uploaded_to":2123932,"date":"2023-10-30 18:59:32","modified":"2023-10-30 18:59:32","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1920,"height":1080,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector.jpg","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector.jpg","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector.jpg","large-width":1920,"large-height":1080,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector-1536x864.jpg","1536x1536-width":1536,"1536x1536-height":864,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector.jpg","2048x2048-width":1920,"2048x2048-height":1080,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector-826x465.jpg","card_image-width":826,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/DataInspector.jpg","wide_image-width":1920,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">6. <strong>Compare Workspaces<\/strong><\/span> <span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">is a new tool<\/span><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">.\u00a0 <\/span><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">From Workbench, in the Tools menu, select <\/span><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">Compare<\/span> <span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">Workspaces<\/span><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"> and select your editable and read-only FMW files:<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2126562,"id":2126562,"title":"CompareWorkspaces2","filename":"CompareWorkspaces2.jpg","filesize":29895,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/compareworkspaces2","alt":"","author":"312742","description":"","caption":"","name":"compareworkspaces2","status":"inherit","uploaded_to":2123932,"date":"2023-10-27 19:19:51","modified":"2023-10-27 19:19:51","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":491,"height":156,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2-213x156.jpg","thumbnail-width":213,"thumbnail-height":156,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","medium-width":464,"medium-height":147,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","medium_large-width":491,"medium_large-height":156,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","large-width":491,"large-height":156,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","1536x1536-width":491,"1536x1536-height":156,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","2048x2048-width":491,"2048x2048-height":156,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","card_image-width":491,"card_image-height":156,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces2.jpg","wide_image-width":491,"wide_image-height":156}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">Then <\/span><a href=\"https:\/\/docs.safe.com\/fme\/2023.1\/html\/Data-Interop-Documentation\/FME-Workbench\/Workbench\/Compare-Workspaces.htm?Highlight=workspace%20compare\" target=\"_blank\" rel=\"noreferrer noopener\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\">an experience<\/span><\/a><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"> opens where you can migrate differences from the read-only to the editable workspace.<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2126582,"id":2126582,"title":"CompareWorkspaces","filename":"CompareWorkspaces.jpg","filesize":493222,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/compareworkspaces","alt":"","author":"312742","description":"","caption":"","name":"compareworkspaces","status":"inherit","uploaded_to":2123932,"date":"2023-10-27 19:20:21","modified":"2023-10-27 19:20:21","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1920,"height":1080,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces-213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces.jpg","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces.jpg","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces.jpg","large-width":1920,"large-height":1080,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces-1536x864.jpg","1536x1536-width":1536,"1536x1536-height":864,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces.jpg","2048x2048-width":1920,"2048x2048-height":1080,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces-826x465.jpg","card_image-width":826,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/CompareWorkspaces.jpg","wide_image-width":1920,"wide_image-height":1080}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>&nbsp;<\/p>\n<p style=\"padding-left: 40px\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">7. One of my favorite transformers is the <\/span><strong><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">Geocoder<\/span><\/strong><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">.\u00a0 Strictly speaking as it\u2019s a <\/span><a href=\"https:\/\/hub.safe.com\/publishers\/safe\/packages\/geocoder\" target=\"_blank\" rel=\"noreferrer noopener\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\">package<\/span><\/a><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"> it isn\u2019t part of the 3.2 release, but I want to call it out.\u00a0 Geocoder now supports <\/span><a href=\"https:\/\/doc.arcgis.com\/en\/arcgis-online\/manage-data\/create-locator.htm\" target=\"_blank\" rel=\"noreferrer noopener\"><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\">locator views<\/span><\/a><span lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\">, where you can specify the geocode match type and allowed extent for Online or Enterprise geocode services, a huge quality improvement.\u00a0 Here is the extent setting for one of mine, limiting World geocode service matches to Vancouver, Canada city limits:<\/span><\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2129332,"id":2129332,"title":"Untitled design (4)","filename":"Untitled-design-4-6.png","filesize":217743,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/part-two-whats-new-in-arcgis-data-interoperability-at-pro-3-2\/untitled-design-4-27","alt":"","author":"312742","description":"","caption":"","name":"untitled-design-4-27","status":"inherit","uploaded_to":2123932,"date":"2023-10-30 18:59:53","modified":"2023-10-30 18:59:53","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":826,"height":465,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","medium-width":464,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","medium_large-width":768,"medium_large-height":432,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","large-width":826,"large-height":465,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","1536x1536-width":826,"1536x1536-height":465,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","2048x2048-width":826,"2048x2048-height":465,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","card_image-width":826,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/Untitled-design-4-6.png","wide_image-width":826,"wide_image-height":465}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p>Lastly, for coordinate system sticklers like myself, <strong>EsriReprojector<\/strong> now supports multi-step geographic transformations.\u00a0 Enjoy ArcGIS Data Interoperability for Pro 3.2!<\/p>\n<p>Check out the <a href=\"https:\/\/community.esri.com\/t5\/arcgis-data-interoperability\/ct-p\/arcgis-data-interoperability\">ArcGIS Data Interoperability<\/a> page for latest updates and announcements.<\/p>\n"}],"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/826.png","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/10\/1920.png"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Part Two: What\u2019s new in ArcGIS Data Interoperability at Pro 3.2<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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