{"id":81201,"date":"2017-12-22T14:49:58","date_gmt":"2017-12-22T14:49:58","guid":{"rendered":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/turbocharge-your-python-scripts-with-arcgis-api-for-python-v1-3\/"},"modified":"2018-03-26T21:15:52","modified_gmt":"2018-03-26T21:15:52","slug":"turbocharge-your-python-scripts-with-arcgis-api-for-python-v1-3","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/analytics\/analytics\/turbocharge-your-python-scripts-with-arcgis-api-for-python-v1-3","title":{"rendered":"Turbocharge your Python scripts with ArcGIS API for Python v1.3"},"author":7141,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341,37101],"tags":[31601,26161,24341,28601,23391],"industry":[],"product":[36841,36571,36551,36601],"class_list":["post-81201","blog","type-blog","status-publish","format-standard","hentry","category-analytics","category-announcements","tag-data-science","tag-new-release","tag-python","tag-sciences","tag-spatial-analytics","product-api-python","product-arcgis-enterprise","product-arcgis-online","product-developers"],"acf":{"short_description":"What\u2019s new in ArcGIS API for Python v1.3\nWe are pleased to announce the newest release of the ArcGIS API for Python (version 1.3) ahead...","flexible_content":[{"acf_fc_layout":"content","content":"<h1>What\u2019s new in ArcGIS API for Python v1.3<\/h1>\n<p>We are pleased to announce the newest release of the ArcGIS API for Python (version 1.3) ahead of the holiday season. This version packs some serious enhancements for GIS administration, content management, and performing spatial analysis.<\/p>\n<p><strong>Cloning content<\/strong> from one org to another is a popular use case for many users. GIS administrators and publishers can now leverage the <strong>built-in <\/strong>ability to clone items using the latest API. At v1.3, you can pass a bunch of Item objects to the <a href=\"http:\/\/esri.github.io\/arcgis-python-api\/apidoc\/html\/arcgis.gis.toc.html#arcgis.gis.ContentManager.clone_items\">clone_items()<\/a> method and have those items, and their dependent web layers be cloned along with their content and metadata. The API takes care of swapping the URL in the web maps and apps to match the new web layer URLs.<\/p>\n<p>Admins can work with and manage their <strong>unfederated ArcGIS Servers. <\/strong>The \u2018server\u2019 module of the API has been enhanced to support authenticating and working with stand-alone ArcGIS servers.<\/p>\n<p>At 1.3, the API has brought to life a feature that many users have been asking for. \u00a0You can now easily <a href=\"https:\/\/developers.arcgis.com\/python\/guide\/working-with-web-maps-and-web-scenes\/\">save your map widget into a web map<\/a><strong>. <\/strong>The map widget in Jupyter notebooks has been enhanced to list the layers you added, remove them interactively and finally save the widget into a web map. This lets you \u00a0save your outputs and analysis results for use in other ArcGIS applications. In addition, the <strong>WebMap <\/strong>class has been enhanced and lets you <strong>author <\/strong>and<strong> edit web maps. <\/strong>Analysts and publishers can then create web maps when using the API in a headless or script mode.<\/p>\n<figure id=\"attachment_92176\" aria-describedby=\"caption-attachment-92176\" style=\"width: 640px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2017\/12\/data-viz-with-Python-API.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-large wp-image-92176 noIMGBackground\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2017\/12\/data-viz-with-Python-API-1024x908.jpg\" alt=\"Visualize spatial and attribute data in Jupyter notebooks with Python API\" width=\"640\" height=\"567\" \/><\/a><figcaption id=\"caption-attachment-92176\" class=\"wp-caption-text\">The Python API in Jupyter notebooks is great for exploratory data analysis. You can quickly visualize spatial patterns using smart mapping, as well as the attribute data in a tabular form.<\/figcaption><\/figure>\n<p>When performing an analysis, often you face questions such as, \u201cwho are the people that live in this area?\u201d, \u201chow diverse is this neighborhood?\u201d, \u201cwhat is the average commute times and mode of transportation for residents of this zip code?\u201d. Enriching your GIS data set with socio-economic attributes like these will greatly enhance explaining a prevailing geographical phenomenon or will simply add more context to the conclusions that you are drawing specifically from your analysis work. With the newly added \u2018<a href=\"http:\/\/esri.github.io\/arcgis-python-api\/apidoc\/html\/arcgis.geoenrichment.html\">geoenrichment<\/a>\u2019<strong> <\/strong>module, users of the Python API can call into the <a href=\"https:\/\/developers.arcgis.com\/features\/geo-enrichment\/\">ArcGIS GeoEnrichment Service<\/a> and <a href=\"https:\/\/developers.arcgis.com\/python\/guide\/performing-geoenrichment\/\">collect demographic and other thematic information<\/a> about their study areas. To empower your imagery analysis, many <strong>raster functions<\/strong> have been added.<\/p>\n<p>In addition to these new capabilities, several enhancements and bug fixes have been included in the 1.3 release. Check out the <a href=\"https:\/\/developers.arcgis.com\/python\/guide\/release-notes\/\">release notes<\/a> for more details.<\/p>\n<h2>Learning resources<\/h2>\n<p>With the new year upon us, are you thinking about any resolutions? If learning and using Python API isn\u2019t one, we encourage you to consider making it one. Check out this <a href=\"https:\/\/www.youtube.com\/watch?v=abqhQI5MtHg&amp;feature=youtu.be\">video recording<\/a> \u00a0from the <a href=\"http:\/\/go.esri.com\/geodev\">GeoDev Webinar<\/a> Series to get a broad perspective of what you can do with the API. Also, add the recent ArcUser article \u201c<a href=\"http:\/\/www.esri.com\/esri-news\/arcuser\/fall-2017\/harness-the-power-of-gis-arcgis-api-for-python\">Harness the Power of GIS with the ArcGIS API for Python<\/a>\u201d to your holiday reading list. Still not convinced about Jupyter notebooks? Check out this blog post: <a href=\"http:\/\/www.esri.com\/esri-news\/arcuser\/fall-2017\/a-whole-new-way-to-experience-gis\">A Whole New Way to Experience GIS<\/a><\/p>\n<p>From the Python API team, we wish you very happy holidays!<\/p>\n<p><a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2017\/12\/ArcGIS_API_for_Python_icon-150x150.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-92179\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2017\/12\/ArcGIS_API_for_Python_icon-150x150.png\" alt=\"ArcGIS API for Python icon\" width=\"150\" height=\"150\" \/><\/a><\/p>\n"}],"authors":[{"ID":7141,"user_firstname":"Atma","user_lastname":"Mani","nickname":"atmamani","user_nicename":"atmamani","display_name":"Atma Mani","user_email":"AMani@esri.com","user_url":"","user_registered":"2018-03-02 00:19:21","user_description":"Atma Mani is a principal and lead product engineer for ArcGIS API for Python at Esri. He has over 13 years of experience working for private, academic and government research institutions, applying different facets of the geospatial technology. He holds a bachelor\u2019s in Engineering from College of Engineering, Anna University, India and a master\u2019s degree from University of Northern Iowa.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/12\/atma-headshot-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}]},"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>Turbocharge your Python scripts with ArcGIS API for Python v1.3<\/title>\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\/analytics\/analytics\/turbocharge-your-python-scripts-with-arcgis-api-for-python-v1-3\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta 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