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https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/contributor mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/dateCreated 2022-09-02 19:02:01.731061+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/dateModified 2024-03-05 12:18:33.627372+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/datePublished 2022-09-02 19:02:01.731061+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://schema.org/description This talk is part of the Pangeo Show & Tell series and was given on September 1st 2022 by Felix Cremer. Bio Felix Cremer received his diploma in mathematics from the University of Leipzig in 2014. In 2016 he started his PhD study on time series analysis of hypertemporal Sentinel-1 radar data. He currently works at the Max-Planck-Institute for Biogeochemistry on the development of the JuliaDataCubes ecosystem in the scope of the NFDI4Earth 5 project. Abstract The Earth Data Lab (EDL) is a data cube framework in Julia for the efficient handling of raster data. It is based on the YAXArrays.jl package. YAXArrays.jl provides functionality to deal with labelled arrays, similar to the xarray python package and it also provides efficient and easy multithreading and distributed computation of user defined functions along arbitrary slices of the data. EarthDataLab.jl uses DiskArrays.jl in the backend to deal with out of memory datasets. 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https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Lemma YAXArrays.jl https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Lemma data https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Lemma dataset https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Lemma handling https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Lemma raster data https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#NASA mathematical and computer sciences https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Phrase YAXArrays.jl package https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Phrase geo data https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Phrase memory dataset https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Phrase raster data handling https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Phrase series analysis https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Sentence In this Show-and-Tell Felix is going to give a short introduction into the EarthDataLab.jl package for raster data handling in Julia. https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Sentence The Earth Data Lab (EDL) is a data cube framework in Julia for the efficient handling of raster data. https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/ http://w3id.org/ro/earth-science#Sentence This talk is part of the Pangeo Show & Tell series and was given on September 1st 2022 by Felix Cremer. 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"Handling large geo data with Julia." ROHub. 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https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/folders/f70f40dc-6ff0-4831-ac1b-e17e56f5188f http://schema.org/name input https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/folders/f70f40dc-6ff0-4831-ac1b-e17e56f5188f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Folder https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/folders/f70f40dc-6ff0-4831-ac1b-e17e56f5188f http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/Dataset https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/author mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/contentUrl https://youtu.be/18_e8wmI9Os https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/dateCreated 2022-09-02 19:13:04.311770+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/dateModified 2022-10-05 11:05:08.693363+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/description This is the recorded talk from Felix Cremer during the Pangeo Show & Tell in September 1st, 2022. Felix is going through his Julia Notebook and explain us about handling large geo data with Julia. https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/name Youtube video "Handling large geo data with julia by Felix Cremer." https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://schema.org/sdDatePublished 2022-09-02 19:13:04.311770+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0932cd4b-be0e-468b-8f5c-55fd09410343 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/VideoObject https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/author mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/contentUrl https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/data/ne_50m_admin_0_countries.README.html https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/dateCreated 2022-09-02 19:23:40.734491+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/dateModified 2022-10-05 11:05:10.091697+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/description Admin 0 & Countries | Natural Earth https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/encodingFormat text/html https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/name ne_50m_admin_0_countries.README.html https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://schema.org/sdDatePublished 2022-09-02 19:23:40.734491+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Document https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/0d22ef7c-c889-45a7-9fce-051b027f1915 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/author mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/contentUrl https://hackmd.io/@pangeo/showandtell https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/dateCreated 2022-09-20 12:05:09.775445+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/dateModified 2022-10-05 11:05:12.569218+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/description This is the shared document we use for all the Pangeo Show and Tell. We collect information, Q&A and feedback. Each Show and Tell has its own sub-section. https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/name HackMD Pangeo Show and Tell https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://schema.org/sdDatePublished 2022-09-20 12:05:09.775445+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Document https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/1fe8d85c-9a4e-4efe-bbec-1d3d1cadab7a http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/author mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/contentUrl https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/data/ne_50m_admin_0_countries.cpg https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/dateCreated 2022-09-02 19:26:00.758390+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/dateModified 2022-10-05 11:05:10.411799+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/description cpg file from shapefile dataset. https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/name ne_50m_admin_0_countries.cpg https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://schema.org/sdDatePublished 2022-09-02 19:26:00.758390+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Document https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/4f4d02a5-aa19-43ca-b816-7a69b6b6d103 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/author mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/contentUrl https://raw.githubusercontent.com/JuliaDataCubes/ESDLTutorials/main/overallintro.ipynb https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/dateCreated 2022-09-02 19:19:48.682613+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/dateModified 2022-10-05 11:05:09.458760+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/description Jupyter Notebook used by Felix during the Pangeo Show & Tell to demonstrate how to use EarthDataLab.jl to do large scale computations. To execute this Jupyter Notebook, data contained in the "input folder" is needed (please create a folder called "data" in the folder where you have stored the notebook). https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/name How to use EarthDataLab.jl to do large scale computations (Jupyter Notebook) https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://schema.org/sdDatePublished 2022-09-02 19:19:48.682613+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/5494c273-df00-440d-9aa7-8ed8ceea8d03 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource 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https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://schema.org/dateCreated 2022-09-02 19:27:59.472971+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://schema.org/dateModified 2022-10-05 11:05:12.806251+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://schema.org/description Part of ne_50m_admin_0_countries shapefile (projection information). https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://schema.org/license https://choosealicense.com/no-permission/ https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://schema.org/name ne_50m_admin_0_countries.prj https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://schema.org/sdDatePublished 2022-09-02 19:27:59.472971+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Dataset https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/wf4ever/wf4ever#Resource https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/6398008a-f0f0-441e-963d-20be3c9a1d88 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://schema.org/MediaObject https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 http://schema.org/author mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 http://schema.org/contentUrl https://discourse.pangeo.io/t/september-1-2022-handling-large-geo-data-with-julia/2656 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 http://schema.org/creator mailto:pangeo.europe@gmail.com https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 http://schema.org/dateCreated 2022-09-02 19:15:52.939627+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 http://schema.org/dateModified 2022-10-05 11:05:10.738946+00:00 https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 http://schema.org/description You will find here all the information published to advertise the Pangeo Show & Tell Talk frm Felix Cremer on "Handling large geo data with Julia ". https://w3id.org/ro-id/77a61d94-3318-4d33-a3c0-4730e7026fdb/resources/700034d4-cf1c-4c54-809e-e532a9276745 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