From 0f40ed6b1194b509a2c35241f686e2a74bc0fa82 Mon Sep 17 00:00:00 2001
From: "miriam.baglioni" <miriam.baglioni@isti.cnr.it>
Date: Mon, 11 Mar 2024 09:56:40 +0100
Subject: [PATCH] [SKG-IF] denormalization fixing issue and adding new field to
 mingrant

---
 .../dnetlib/dhp/skgif/model/Contributor.java  |   2 +-
 .../eu/dnetlib/dhp/skgif/model/Grant.java     |   5 +-
 .../eu/dnetlib/dhp/skgif/model/MinGrant.java  |  52 +--
 .../dhp/skgif/model/MinOrganization.java      |  81 ++--
 .../eu/dnetlib/dhp/skgif/model/MinPerson.java |  43 +--
 .../dnetlib/dhp/skgif/model/MinProduct.java   |  71 ++--
 .../eu/dnetlib/dhp/skgif/model/MinTopic.java  |  29 +-
 .../eu/dnetlib/dhp/skgif/model/MinVenue.java  |  41 +-
 .../dnetlib/dhp/skgif/model/RelationType.java |  17 +-
 .../dhp/skgif/model/ResearchProduct.java      |   1 -
 ...8d-4b10-a613-a632f762c6aa-c000.json.gz.crc | Bin 28 -> 0 bytes
 ...7-dc8d-4b10-a613-a632f762c6aa-c000.json.gz | Bin 2208 -> 0 bytes
 .../oa/graph/dump/skgif/DumpDatasource.java   | 109 +++---
 .../dhp/oa/graph/dump/skgif/DumpGrant.java    | 116 +++---
 .../dhp/oa/graph/dump/skgif/DumpResult.java   | 109 +++---
 .../dhp/oa/graph/dump/skgif/DumpVenue.java    |   9 +-
 .../oa/graph/dump/skgif/EmitFromEntities.java | 166 +++++----
 .../dhp/oa/graph/dump/skgif/ResultMapper.java |  20 +-
 .../dhp/oa/graph/dump/skgif/Utils.java        |  61 +--
 .../dhp/oa/graph/dump/skgif/beans/Couple.java |  41 +-
 .../dump/skgif/beans/EncloseMinElement.java   | 117 +++---
 .../dump/skgif/beans/RelationPerProduct.java  |   2 +-
 .../dhp/oa/graph/dump/ZenodoUploadTest.java   |   8 +-
 .../graph/dump/skgif/DumpDatasourceTest.java  |  33 ++
 .../oa/graph/dump/skgif/DumpGrantTest.java    |  30 ++
 .../dump/skgif/DumpOrganizationTest.java      |  29 ++
 .../oa/graph/dump/skgif/DumpResultTest.java   | 352 +++++++++++++++++-
 .../oa/graph/dump/skgif/DumpVenueTest.java    | 102 +++++
 ...Test.java => EmitFromEntitiesJobTest.java} |  78 ++--
 .../dump/skgif/graphForAPIExample/dataset     |  54 +++
 .../dump/skgif/graphForAPIExample/datasource  |  44 +++
 .../skgif/graphForAPIExample/organization     |  34 ++
 .../graphForAPIExample/otherresearchproduct   |  32 ++
 .../dump/skgif/graphForAPIExample/project     |  40 ++
 .../dump/skgif/graphForAPIExample/publication |  20 +
 .../dump/skgif/graphForAPIExample/relation    |  23 ++
 .../dump/skgif/graphForAPIExample/software    |  32 ++
 .../graph_complete_entities/organization      |  34 ++
 .../skgif/graph_complete_entities/project     |  12 +
 .../graph_problematic_entities/publication    |   1 +
 .../dataset/manifestation}/._SUCCESS.crc      | Bin
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 .../dataset/person/._SUCCESS.crc              | Bin 0 -> 8 bytes
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 .../dataset/person/_SUCCESS                   |   0
 ...d-5670-492f-86ed-d7bf68de4cac-c000.json.gz | Bin 0 -> 410 bytes
 .../dataset/topic/._SUCCESS.crc               | Bin 0 -> 8 bytes
 ...1-421e-8a45-75da1482effe-c000.json.gz.crc} | Bin
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 ...-2641-421e-8a45-75da1482effe-c000.json.gz} | Bin
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 ...04-4dc5-967b-f83daf212c1c-c000.json.gz.crc | Bin 0 -> 16 bytes
 .../datasourcePublisher/_SUCCESS              |   0
 ...7-8604-4dc5-967b-f83daf212c1c-c000.json.gz | Bin 0 -> 20 bytes
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 .../minEntity/._SUCCESS.crc                   | Bin 0 -> 8 bytes
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 .../workingDirApiExample/minEntity/_SUCCESS   |   0
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 .../otherresearchproduct/topic/._SUCCESS.crc  | Bin 0 -> 8 bytes
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 447 files changed, 1559 insertions(+), 522 deletions(-)
 delete mode 100644 dump/nullResearchProduct/.part-00003-b05caf37-dc8d-4b10-a613-a632f762c6aa-c000.json.gz.crc
 delete mode 100644 dump/nullResearchProduct/part-00003-b05caf37-dc8d-4b10-a613-a632f762c6aa-c000.json.gz
 create mode 100644 dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenueTest.java
 rename dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/{EmitFromResultJobTest.java => EmitFromEntitiesJobTest.java} (74%)
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/dataset
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/datasource
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/organization
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/otherresearchproduct
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/project
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/publication
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/relation
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/software
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graph_complete_entities/organization
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graph_complete_entities/project
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graph_problematic_entities/publication
 rename dump/{nullResearchProduct => src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/dataset/manifestation}/._SUCCESS.crc (100%)
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/dataset/manifestation/.part-00000-4b34dca5-b3fa-4692-8371-9e29c2f7a01a-c000.json.gz.crc
 rename dump/{nullResearchProduct => src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/dataset/manifestation}/_SUCCESS (100%)
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/dataset/manifestation/part-00000-4b34dca5-b3fa-4692-8371-9e29c2f7a01a-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/dataset/person/._SUCCESS.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/dataset/person/.part-00000-b90b5e4d-5670-492f-86ed-d7bf68de4cac-c000.json.gz.crc
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 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00186-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00187-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00188-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00192-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00193-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00195-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00196-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00197-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00198-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Persons/part-00199-8900c07d-abd5-498b-99a0-e25566d71903-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/ResearchProduct/part-00000-ac869b6d-361d-4a85-ae42-26c9c7a94b0d-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/ResearchProduct/part-00001-ac869b6d-361d-4a85-ae42-26c9c7a94b0d-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/ResearchProduct/part-00002-ac869b6d-361d-4a85-ae42-26c9c7a94b0d-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/ResearchProduct/part-00003-ac869b6d-361d-4a85-ae42-26c9c7a94b0d-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/ResearchProduct/part-00004-ac869b6d-361d-4a85-ae42-26c9c7a94b0d-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00000-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00004-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00005-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00008-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00014-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00016-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00019-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00021-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00028-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00032-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00034-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00039-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00053-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00054-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00055-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00058-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00059-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00061-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00064-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00065-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00069-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00074-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00078-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00079-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00081-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00085-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00093-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00096-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00107-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00108-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00113-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00115-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00118-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00122-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00125-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00134-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00143-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00151-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00152-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00156-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00160-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00165-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00169-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00175-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00182-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Topic/part-00193-53920472-424d-4971-8fb0-f22ae873576b-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/result/Venues/part-00000-58b98db1-1f34-49a9-91b2-185fcb71c1b6-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/manifestation/._SUCCESS.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/manifestation/.part-00000-76834bf9-bd7b-48a8-b3c7-55088f5694ec-c000.json.gz.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/manifestation/_SUCCESS
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/manifestation/part-00000-76834bf9-bd7b-48a8-b3c7-55088f5694ec-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/._SUCCESS.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/.part-00000-43bc2390-2177-4c41-a2b6-6b3edc490f01-c000.json.gz.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/_SUCCESS
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/part-00000-43bc2390-2177-4c41-a2b6-6b3edc490f01-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/topic/._SUCCESS.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/topic/.part-00000-60653dd4-f113-4b96-a79f-5a3c6ef25459-c000.json.gz.crc
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/topic/_SUCCESS
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/topic/part-00000-60653dd4-f113-4b96-a79f-5a3c6ef25459-c000.json.gz
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-0ac35fcc-8247-487a-967c-8ee95a8fb1c9-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-1a0f08b1-e932-4dcf-b37a-5f7513818f1c-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-2155221b-3544-407e-8d5c-7aa4d307f39b-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-3a86588d-75d7-4cd9-b660-7c1936deb9de-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-4bb2cd9c-edfb-4d36-9bf8-327add9f89ec-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-52b7a62f-f812-4ef3-8979-ae3601831083-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-d61ecb8a-9563-400a-81c4-a029a15f45f3-c000.json
 create mode 100644 dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDir_complete_entities/minEntity/part-00000-fe6f8575-2093-44d3-b277-c7d1611d94f8-c000.json

diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Contributor.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Contributor.java
index 4004ae2..bb9b38f 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Contributor.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Contributor.java
@@ -9,7 +9,7 @@ import java.io.Serializable;
  */
 public class Contributor implements Serializable {
 	private MinPerson person; // I would not map it because we have only information regarding the person (if any)
-							// associated to the leading organization
+								// associated to the leading organization
 	private String organization; // contributors.person
 
 	private String role;// private
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Grant.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Grant.java
index 52dd5a8..f7ddb52 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Grant.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/Grant.java
@@ -28,8 +28,9 @@ public class Grant implements Serializable {
 	private String start_date;// startdate.value
 	private String end_date;// enddate.value
 	private String website;// websiteurl.value
-	private List<MinOrganization> beneficiaries;// organization.id for the organizations in the relation with semantic class
-										// isParticipant produces the list of organization internal identifiers
+	private List<MinOrganization> beneficiaries;// organization.id for the organizations in the relation with semantic
+												// class
+	// isParticipant produces the list of organization internal identifiers
 	private List<Contributor> contributors;//
 
 	public String getLocal_identifier() {
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinGrant.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinGrant.java
index a4a1b6e..cb3defb 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinGrant.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinGrant.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.skgif.model;
 
 import java.io.Serializable;
@@ -7,31 +8,40 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class MinGrant implements Serializable {
-    private String local_identifier;
-    private String funder;
-    private String code;
+	private String local_identifier;
+	private String funder;
+	private String code;
+	private String title;
 
-    public String getLocal_identifier() {
-        return local_identifier;
-    }
+	public String getTitle() {
+		return title;
+	}
 
-    public void setLocal_identifier(String local_identifier) {
-        this.local_identifier = local_identifier;
-    }
+	public void setTitle(String title) {
+		this.title = title;
+	}
 
-    public String getFunder() {
-        return funder;
-    }
+	public String getLocal_identifier() {
+		return local_identifier;
+	}
 
-    public void setFunder(String funder) {
-        this.funder = funder;
-    }
+	public void setLocal_identifier(String local_identifier) {
+		this.local_identifier = local_identifier;
+	}
 
-    public String getCode() {
-        return code;
-    }
+	public String getFunder() {
+		return funder;
+	}
 
-    public void setCode(String code) {
-        this.code = code;
-    }
+	public void setFunder(String funder) {
+		this.funder = funder;
+	}
+
+	public String getCode() {
+		return code;
+	}
+
+	public void setCode(String code) {
+		this.code = code;
+	}
 }
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinOrganization.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinOrganization.java
index c9bf5d5..522b544 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinOrganization.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinOrganization.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.skgif.model;
 
 import java.io.Serializable;
@@ -7,42 +8,66 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class MinOrganization implements Serializable {
-    private String local_identifier;
-    private String name;
-    private String ror;
-    private String isni;
+	private String local_identifier;
+	private String name;
+	private String ror;
+	private String isni;
+	private String fundRef;
+	private String rinGold;
+	private String wikidata;
 
-    public String getLocal_identifier() {
-        return local_identifier;
-    }
+	public String getWikidata() {
+		return wikidata;
+	}
 
-    public void setLocal_identifier(String local_identifier) {
-        this.local_identifier = local_identifier;
-    }
+	public void setWikidata(String wikidata) {
+		this.wikidata = wikidata;
+	}
 
-    public String getName() {
-        return name;
-    }
+	public String getFundRef() {
+		return fundRef;
+	}
 
-    public void setName(String name) {
-        this.name = name;
-    }
+	public String getRinGold() {
+		return rinGold;
+	}
 
-    public String getRor() {
-        return ror;
-    }
+	public void setRinGold(String rinGold) {
+		this.rinGold = rinGold;
+	}
 
-    public void setRor(String ror) {
-        this.ror = ror;
-    }
+	public String getLocal_identifier() {
+		return local_identifier;
+	}
 
-    public String getIsni() {
-        return isni;
-    }
+	public void setLocal_identifier(String local_identifier) {
+		this.local_identifier = local_identifier;
+	}
 
-    public void setIsni(String isni) {
-        this.isni = isni;
-    }
+	public String getName() {
+		return name;
+	}
 
+	public void setName(String name) {
+		this.name = name;
+	}
 
+	public String getRor() {
+		return ror;
+	}
+
+	public void setRor(String ror) {
+		this.ror = ror;
+	}
+
+	public String getIsni() {
+		return isni;
+	}
+
+	public void setIsni(String isni) {
+		this.isni = isni;
+	}
+
+	public void setFundRef(String value) {
+	}
 }
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinPerson.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinPerson.java
index ca64492..cd44aae 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinPerson.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinPerson.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.skgif.model;
 
 import java.io.Serializable;
@@ -7,31 +8,31 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class MinPerson implements Serializable {
-    private String local_identifier;
-    private String full_name;
-    private String orcid;
+	private String local_identifier;
+	private String full_name;
+	private String orcid;
 
-    public String getLocal_identifier() {
-        return local_identifier;
-    }
+	public String getLocal_identifier() {
+		return local_identifier;
+	}
 
-    public void setLocal_identifier(String local_identifier) {
-        this.local_identifier = local_identifier;
-    }
+	public void setLocal_identifier(String local_identifier) {
+		this.local_identifier = local_identifier;
+	}
 
-    public String getFull_name() {
-        return full_name;
-    }
+	public String getFull_name() {
+		return full_name;
+	}
 
-    public void setFull_name(String full_name) {
-        this.full_name = full_name;
-    }
+	public void setFull_name(String full_name) {
+		this.full_name = full_name;
+	}
 
-    public String getOrcid() {
-        return orcid;
-    }
+	public String getOrcid() {
+		return orcid;
+	}
 
-    public void setOrcid(String orcid) {
-        this.orcid = orcid;
-    }
+	public void setOrcid(String orcid) {
+		this.orcid = orcid;
+	}
 }
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinProduct.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinProduct.java
index 20b9e0d..7126918 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinProduct.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinProduct.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.skgif.model;
 
 import java.io.Serializable;
@@ -7,49 +8,49 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class MinProduct implements Serializable {
-    private String local_identifier;
-    private String title;
-    private String doi;
-    private String pmcid;
-    private String arxivid;
+	private String local_identifier;
+	private String title;
+	private String doi;
+	private String pmcid;
+	private String arxivid;
 
-    public String getLocal_identifier() {
-        return local_identifier;
-    }
+	public String getLocal_identifier() {
+		return local_identifier;
+	}
 
-    public void setLocal_identifier(String local_identifier) {
-        this.local_identifier = local_identifier;
-    }
+	public void setLocal_identifier(String local_identifier) {
+		this.local_identifier = local_identifier;
+	}
 
-    public String getTitle() {
-        return title;
-    }
+	public String getTitle() {
+		return title;
+	}
 
-    public void setTitle(String title) {
-        this.title = title;
-    }
+	public void setTitle(String title) {
+		this.title = title;
+	}
 
-    public String getDoi() {
-        return doi;
-    }
+	public String getDoi() {
+		return doi;
+	}
 
-    public void setDoi(String doi) {
-        this.doi = doi;
-    }
+	public void setDoi(String doi) {
+		this.doi = doi;
+	}
 
-    public String getPmcid() {
-        return pmcid;
-    }
+	public String getPmcid() {
+		return pmcid;
+	}
 
-    public void setPmcid(String pmcid) {
-        this.pmcid = pmcid;
-    }
+	public void setPmcid(String pmcid) {
+		this.pmcid = pmcid;
+	}
 
-    public String getArxivid() {
-        return arxivid;
-    }
+	public String getArxivid() {
+		return arxivid;
+	}
 
-    public void setArxivid(String arxivid) {
-        this.arxivid = arxivid;
-    }
+	public void setArxivid(String arxivid) {
+		this.arxivid = arxivid;
+	}
 }
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinTopic.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinTopic.java
index 93d16ff..a230354 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinTopic.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinTopic.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.skgif.model;
 
 import java.io.Serializable;
@@ -7,22 +8,22 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class MinTopic implements Serializable {
-    private String local_identifier;
-    private String value;
+	private String local_identifier;
+	private String value;
 
-    public String getLocal_identifier() {
-        return local_identifier;
-    }
+	public String getLocal_identifier() {
+		return local_identifier;
+	}
 
-    public void setLocal_identifier(String local_identifier) {
-        this.local_identifier = local_identifier;
-    }
+	public void setLocal_identifier(String local_identifier) {
+		this.local_identifier = local_identifier;
+	}
 
-    public String getValue() {
-        return value;
-    }
+	public String getValue() {
+		return value;
+	}
 
-    public void setValue(String value) {
-        this.value = value;
-    }
+	public void setValue(String value) {
+		this.value = value;
+	}
 }
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinVenue.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinVenue.java
index 4473cbb..6f1cee9 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinVenue.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/MinVenue.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.skgif.model;
 
 import java.io.Serializable;
@@ -7,29 +8,29 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class MinVenue implements Serializable {
-    private String local_identifier;
-    private String name;
+	private String local_identifier;
+	private String name;
 
-    public String getLocal_identifier() {
-        return local_identifier;
-    }
+	public String getLocal_identifier() {
+		return local_identifier;
+	}
 
-    public void setLocal_identifier(String loval_identifier) {
-        this.local_identifier = loval_identifier;
-    }
+	public void setLocal_identifier(String loval_identifier) {
+		this.local_identifier = loval_identifier;
+	}
 
-    public String getName() {
-        return name;
-    }
+	public String getName() {
+		return name;
+	}
 
-    public void setName(String name) {
-        this.name = name;
-    }
+	public void setName(String name) {
+		this.name = name;
+	}
 
-    public static MinVenue newInstance(String local_identifier, String name){
-        MinVenue minVenue = new MinVenue();
-        minVenue.local_identifier = local_identifier;
-        minVenue.name = name;
-        return minVenue;
-    }
+	public static MinVenue newInstance(String local_identifier, String name) {
+		MinVenue minVenue = new MinVenue();
+		minVenue.local_identifier = local_identifier;
+		minVenue.name = name;
+		return minVenue;
+	}
 }
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/RelationType.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/RelationType.java
index 0d4f1d3..1376284 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/RelationType.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/RelationType.java
@@ -8,18 +8,11 @@ import java.io.Serializable;
  * @Date 05/09/23
  */
 public enum RelationType implements Serializable {
-	RESULT_OUTCOME_FUNDING("isProducedBy"),
-	RESULT_AFFILIATIED_TO_ORGANIZATION(
-		"hasAuthorInstitution"),
-	DATASOURCE_PROVIDED_BY_ORGANIZATION ("isProvidedBy"),
-	ORGANIZATION_PARTICIPANT_IN_PROJECT("isParticipant"),
-	SUPPLEMENT(
-			"IsSupplementedBy"),
-	DOCUMENTS(
-				"IsDocumentedBy"),
-	PART("IsPartOf"),
-	VERSION("IsNewVersionOf"),
-	CITATION("Cites");
+	RESULT_OUTCOME_FUNDING("isProducedBy"), RESULT_AFFILIATIED_TO_ORGANIZATION(
+		"hasAuthorInstitution"), DATASOURCE_PROVIDED_BY_ORGANIZATION(
+			"isProvidedBy"), ORGANIZATION_PARTICIPANT_IN_PROJECT("isParticipant"), SUPPLEMENT(
+				"IsSupplementedBy"), DOCUMENTS(
+					"IsDocumentedBy"), PART("IsPartOf"), VERSION("IsNewVersionOf"), CITATION("Cites");
 
 	public final String label;
 
diff --git a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/ResearchProduct.java b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/ResearchProduct.java
index d2da138..126a3ad 100644
--- a/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/ResearchProduct.java
+++ b/dump-schema/src/main/java/eu/dnetlib/dhp/skgif/model/ResearchProduct.java
@@ -28,7 +28,6 @@ public class ResearchProduct implements Serializable {
 	@JsonProperty("related_products")
 	private List<Relations> related_products;
 
-
 	public String getLocal_identifier() {
 		return local_identifier;
 	}
diff --git a/dump/nullResearchProduct/.part-00003-b05caf37-dc8d-4b10-a613-a632f762c6aa-c000.json.gz.crc b/dump/nullResearchProduct/.part-00003-b05caf37-dc8d-4b10-a613-a632f762c6aa-c000.json.gz.crc
deleted file mode 100644
index da42a6ce354c1aee9f2b477ff7423b1ddc96c575..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 28
jcmYc;N@ieSU}DG!mas^?l_%AF#8iEo!;d`Yi5c|(bb<-P

diff --git a/dump/nullResearchProduct/part-00003-b05caf37-dc8d-4b10-a613-a632f762c6aa-c000.json.gz b/dump/nullResearchProduct/part-00003-b05caf37-dc8d-4b10-a613-a632f762c6aa-c000.json.gz
deleted file mode 100644
index f0df4d2acc078a952ea8cb7dcb51def605c5c58c..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 2208
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diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasource.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasource.java
index 91442ec..55c1c4a 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasource.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasource.java
@@ -7,11 +7,6 @@ import java.io.Serializable;
 import java.util.*;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
-import eu.dnetlib.dhp.schema.oaf.Organization;
-import eu.dnetlib.dhp.schema.oaf.Relation;
-import eu.dnetlib.dhp.skgif.model.MinOrganization;
-import eu.dnetlib.dhp.skgif.model.RelationType;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.FilterFunction;
@@ -25,9 +20,14 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
 import eu.dnetlib.dhp.schema.oaf.Datasource;
+import eu.dnetlib.dhp.schema.oaf.Organization;
+import eu.dnetlib.dhp.schema.oaf.Relation;
 import eu.dnetlib.dhp.skgif.model.Identifier;
+import eu.dnetlib.dhp.skgif.model.MinOrganization;
 import eu.dnetlib.dhp.skgif.model.Prefixes;
+import eu.dnetlib.dhp.skgif.model.RelationType;
 import scala.Tuple2;
 
 /**
@@ -76,68 +76,83 @@ public class DumpDatasource implements Serializable {
 	}
 
 	private static void mapDatasource(SparkSession spark, String inputPath, String outputPath, String workingDir) {
-		Dataset<Relation> relation = Utils.readPath(spark, inputPath + "relation", Relation.class)
-				.filter((FilterFunction<Relation>) r -> !r.getDataInfo().getDeletedbyinference())
-				.filter((FilterFunction<Relation>) r -> r.getRelClass().equalsIgnoreCase(RelationType.DATASOURCE_PROVIDED_BY_ORGANIZATION.label));
+		Dataset<Relation> relation = Utils
+			.readPath(spark, inputPath + "relation", Relation.class)
+			.filter((FilterFunction<Relation>) r -> !r.getDataInfo().getDeletedbyinference())
+			.filter(
+				(FilterFunction<Relation>) r -> r
+					.getRelClass()
+					.equalsIgnoreCase(RelationType.DATASOURCE_PROVIDED_BY_ORGANIZATION.label));
 
-		Dataset<EncloseMinElement> eme = Utils.readPath(spark, workingDir + "minEntity", EncloseMinElement.class)
-				.filter((FilterFunction<EncloseMinElement>) e -> Optional.ofNullable(e.getMinOrganization()).isPresent());
+		Dataset<EncloseMinElement> eme = Utils
+			.readPath(spark, workingDir + "minEntity", EncloseMinElement.class)
+			.filter((FilterFunction<EncloseMinElement>) e -> Optional.ofNullable(e.getMinOrganization()).isPresent());
 
 		Dataset<Datasource> datasourceDataset = Utils
-				.readPath(spark, inputPath + "datasource", Datasource.class)
-				.filter(
-						(FilterFunction<Datasource>) d -> !d.getDataInfo().getInvisible()
-								&& !d.getDataInfo().getDeletedbyinference());
-		Dataset<Tuple2<String, EncloseMinElement>> datasourceOrganization = relation.joinWith(eme, relation.col("target").equalTo(eme.col("enclosedEntityId")))
-				.map((MapFunction<Tuple2<Relation, EncloseMinElement>, Tuple2<String, EncloseMinElement>>) t2 -> new Tuple2<>(t2._1().getSource(), t2._2()), Encoders.tuple(Encoders.STRING(), Encoders.bean(EncloseMinElement.class)));
+			.readPath(spark, inputPath + "datasource", Datasource.class)
+			.filter(
+				(FilterFunction<Datasource>) d -> !d.getDataInfo().getInvisible()
+					&& !d.getDataInfo().getDeletedbyinference());
+		Dataset<Tuple2<String, EncloseMinElement>> datasourceOrganization = relation
+			.joinWith(eme, relation.col("target").equalTo(eme.col("enclosedEntityId")))
+			.map(
+				(MapFunction<Tuple2<Relation, EncloseMinElement>, Tuple2<String, EncloseMinElement>>) t2 -> new Tuple2<>(
+					t2._1().getSource(), t2._2()),
+				Encoders.tuple(Encoders.STRING(), Encoders.bean(EncloseMinElement.class)));
 
-		datasourceDataset.joinWith(datasourceOrganization, datasourceDataset.col("id").equalTo(datasourceOrganization.col("_1")), "left")
-				.groupByKey((MapFunction<Tuple2<Datasource, Tuple2<String, EncloseMinElement>>, String>) t2 -> t2._1().getId(), Encoders.STRING() )
-				.mapGroups((MapGroupsFunction<String, Tuple2<Datasource, Tuple2<String, EncloseMinElement>>, eu.dnetlib.dhp.skgif.model.Datasource>) (k,vs) -> {
+		datasourceDataset
+			.joinWith(
+				datasourceOrganization, datasourceDataset.col("id").equalTo(datasourceOrganization.col("_1")), "left")
+			.groupByKey(
+				(MapFunction<Tuple2<Datasource, Tuple2<String, EncloseMinElement>>, String>) t2 -> t2._1().getId(),
+				Encoders.STRING())
+			.mapGroups(
+				(MapGroupsFunction<String, Tuple2<Datasource, Tuple2<String, EncloseMinElement>>, eu.dnetlib.dhp.skgif.model.Datasource>) (
+					k, vs) -> {
 					eu.dnetlib.dhp.skgif.model.Datasource datasource = new eu.dnetlib.dhp.skgif.model.Datasource();
 					Tuple2<Datasource, Tuple2<String, EncloseMinElement>> first = vs.next();
 					Datasource d = first._1();
 					datasource.setLocal_identifier(Utils.getIdentifier(Prefixes.DATASOURCE, d.getId()));
 					datasource
-							.setIdentifiers(
-									d
-											.getPid()
-											.stream()
-											.map(p -> Identifier.newInstance(p.getQualifier().getClassid(), p.getValue()))
-											.collect(Collectors.toList()));
+						.setIdentifiers(
+							d
+								.getPid()
+								.stream()
+								.map(p -> Identifier.newInstance(p.getQualifier().getClassid(), p.getValue()))
+								.collect(Collectors.toList()));
 
 					datasource.setName(d.getOfficialname().getValue());
 					datasource.setSubmission_policy_url(d.getSubmissionpolicyurl());
 					datasource
-							.setJurisdiction(
-									Optional
-											.ofNullable(d.getJurisdiction())
-											.map(v -> v.getClassid())
-											.orElse(new String()));
+						.setJurisdiction(
+							Optional
+								.ofNullable(d.getJurisdiction())
+								.map(v -> v.getClassid())
+								.orElse(new String()));
 					datasource.setPreservation_policy_url(d.getPreservationpolicyurl());
 					datasource.setVersion_control(d.getVersioncontrol());
 
 					datasource
-							.setData_source_classification(
-									Optional
-											.ofNullable(d.getEoscdatasourcetype())
-											.map(v -> v.getClassname())
-											.orElse(new String()));
+						.setData_source_classification(
+							Optional
+								.ofNullable(d.getEoscdatasourcetype())
+								.map(v -> v.getClassname())
+								.orElse(new String()));
 					datasource.setResearch_product_type(getEoscProductType(d.getResearchentitytypes()));
 					datasource.setThematic(d.getThematic());
 					datasource
-							.setResearch_product_access_policy(
-									Optional
-											.ofNullable(d.getDatabaseaccesstype())
-											.map(v -> getResearchProductAccessPolicy(d.getDatabaseaccesstype().getValue()))
-											.orElse(new ArrayList<>()));
+						.setResearch_product_access_policy(
+							Optional
+								.ofNullable(d.getDatabaseaccesstype())
+								.map(v -> getResearchProductAccessPolicy(d.getDatabaseaccesstype().getValue()))
+								.orElse(new ArrayList<>()));
 					datasource
-							.setResearch_product_metadata_access_policy(
-									Optional
-											.ofNullable(d.getResearchproductmetadataaccesspolicies())
-											.map(v -> getResearchProductAccessPolicy(d.getResearchproductmetadataaccesspolicies()))
-											.orElse(new ArrayList<>()));
-					if(Optional.ofNullable(first._2()).isPresent()){
+						.setResearch_product_metadata_access_policy(
+							Optional
+								.ofNullable(d.getResearchproductmetadataaccesspolicies())
+								.map(v -> getResearchProductAccessPolicy(d.getResearchproductmetadataaccesspolicies()))
+								.orElse(new ArrayList<>()));
+					if (Optional.ofNullable(first._2()).isPresent()) {
 						List<MinOrganization> organizations = new ArrayList<>();
 						organizations.add(first._2()._2().getMinOrganization());
 						vs.forEachRemaining(org -> organizations.add(org._2()._2().getMinOrganization()));
@@ -145,7 +160,7 @@ public class DumpDatasource implements Serializable {
 					}
 					return datasource;
 
-				}, Encoders.bean( eu.dnetlib.dhp.skgif.model.Datasource.class))
+				}, Encoders.bean(eu.dnetlib.dhp.skgif.model.Datasource.class))
 
 			.write()
 			.mode(SaveMode.Overwrite)
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrant.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrant.java
index 8bc6d0b..7fc5100 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrant.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrant.java
@@ -10,8 +10,6 @@ import java.util.List;
 import java.util.Optional;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
-import eu.dnetlib.dhp.skgif.model.*;
 import org.apache.avro.generic.GenericData;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
@@ -29,8 +27,10 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
 import eu.dnetlib.dhp.schema.oaf.Project;
 import eu.dnetlib.dhp.schema.oaf.Relation;
+import eu.dnetlib.dhp.skgif.model.*;
 import scala.Tuple2;
 
 /**
@@ -90,84 +90,92 @@ public class DumpGrant implements Serializable {
 				(FilterFunction<Relation>) r -> !r.getDataInfo().getDeletedbyinference() &&
 					!r.getDataInfo().getInvisible() &&
 					r.getRelClass().equalsIgnoreCase(RelationType.ORGANIZATION_PARTICIPANT_IN_PROJECT.label));
-		Dataset<EncloseMinElement> eme = Utils.readPath(spark, workingDir + "minEntity", EncloseMinElement.class)
-				.filter((FilterFunction<EncloseMinElement>) e -> Optional.ofNullable(e.getMinOrganization()).isPresent());
+		Dataset<EncloseMinElement> eme = Utils
+			.readPath(spark, workingDir + "minEntity", EncloseMinElement.class)
+			.filter((FilterFunction<EncloseMinElement>) e -> Optional.ofNullable(e.getMinOrganization()).isPresent());
 
-		Dataset<Tuple2<String, EncloseMinElement>> partecipantOrganization = relations.joinWith(eme, relations.col("source").equalTo(eme.col("enclosedEntityId")))
-				.map((MapFunction<Tuple2<Relation, EncloseMinElement>, Tuple2<String, EncloseMinElement>>) t2 -> new Tuple2<>(t2._1().getTarget(), t2._2()), Encoders.tuple(Encoders.STRING(), Encoders.bean(EncloseMinElement.class)));
+		Dataset<Tuple2<String, EncloseMinElement>> partecipantOrganization = relations
+			.joinWith(eme, relations.col("source").equalTo(eme.col("enclosedEntityId")))
+			.map(
+				(MapFunction<Tuple2<Relation, EncloseMinElement>, Tuple2<String, EncloseMinElement>>) t2 -> new Tuple2<>(
+					t2._1().getTarget(), t2._2()),
+				Encoders.tuple(Encoders.STRING(), Encoders.bean(EncloseMinElement.class)));
 
 		projects
 			.joinWith(partecipantOrganization, projects.col("id").equalTo(partecipantOrganization.col("_1")), "left")
-				.groupByKey((MapFunction<Tuple2<Project, Tuple2<String, EncloseMinElement>>, String>) t2 -> t2._1().getId(), Encoders.STRING() )
-				.mapGroups((MapGroupsFunction<String, Tuple2<Project, Tuple2<String, EncloseMinElement>>, Grant>) (k,v) -> {
+			.groupByKey(
+				(MapFunction<Tuple2<Project, Tuple2<String, EncloseMinElement>>, String>) t2 -> t2._1().getId(),
+				Encoders.STRING())
+			.mapGroups(
+				(MapGroupsFunction<String, Tuple2<Project, Tuple2<String, EncloseMinElement>>, Grant>) (k, v) -> {
 					Grant g = new Grant();
 					Tuple2<Project, Tuple2<String, EncloseMinElement>> first = v.next();
 					g.setLocal_identifier(Utils.getIdentifier(Prefixes.GRANT, k));
 					g.setIdentifiers(getProjectIdentifier(first._1()));
 					g.setTitle(first._1().getTitle().getValue());
 					g
-							.setSummary(
-									Optional
-											.ofNullable(first._1().getSummary())
-											.map(value -> value.getValue())
-											.orElse(new String()));
+						.setSummary(
+							Optional
+								.ofNullable(first._1().getSummary())
+								.map(value -> value.getValue())
+								.orElse(new String()));
 					g
-							.setAcronym(
-									Optional
-											.ofNullable(first._1().getAcronym())
-											.map(value -> value.getValue())
-											.orElse(new String()));
+						.setAcronym(
+							Optional
+								.ofNullable(first._1().getAcronym())
+								.map(value -> value.getValue())
+								.orElse(new String()));
 					g.setFunder(Utils.getFunderName(first._1().getFundingtree().get(0).getValue()));
 					// * private String funding_stream;// fundingtree to be used the xpath //funding_level_[n]
 					g.setFunding_stream(getFundingStream(first._1().getFundingtree().get(0).getValue()));
 					g
-							.setCurrency(
-									Optional
-											.ofNullable(first._1().getCurrency())
-											.map(value -> value.getValue())
-											.orElse(new String()));
+						.setCurrency(
+							Optional
+								.ofNullable(first._1().getCurrency())
+								.map(value -> value.getValue())
+								.orElse(new String()));
 					g
-							.setFunded_amount(
-									Optional
-											.ofNullable(first._1().getFundedamount())
-											.orElse(null));
+						.setFunded_amount(
+							Optional
+								.ofNullable(first._1().getFundedamount())
+								.orElse(null));
 					g
-							.setKeywords(
-									first
-											._1()
-											.getSubjects()
-											.stream()
-											.map(s -> s.getValue())
-											.collect(Collectors.toList()));
+						.setKeywords(
+							first
+								._1()
+								.getSubjects()
+								.stream()
+								.map(s -> s.getValue())
+								.collect(Collectors.toList()));
 					g
-							.setStart_date(
-									Optional
-											.ofNullable(first._1().getStartdate())
-											.map(value -> value.getValue())
-											.orElse(new String()));
+						.setStart_date(
+							Optional
+								.ofNullable(first._1().getStartdate())
+								.map(value -> value.getValue())
+								.orElse(new String()));
 					g
-							.setEnd_date(
-									Optional
-											.ofNullable(first._1().getEnddate())
-											.map(value -> value.getValue())
-											.orElse(new String()));
+						.setEnd_date(
+							Optional
+								.ofNullable(first._1().getEnddate())
+								.map(value -> value.getValue())
+								.orElse(new String()));
 					g
-							.setWebsite(
-									Optional
-											.ofNullable(first._1().getWebsiteurl())
-											.map(value -> value.getValue())
-											.orElse(new String()));
+						.setWebsite(
+							Optional
+								.ofNullable(first._1().getWebsiteurl())
+								.map(value -> value.getValue())
+								.orElse(new String()));
 					if (Optional.ofNullable(first._2()).isPresent()) {
 						List<MinOrganization> relevantOrganizatios = new ArrayList<>();
 						relevantOrganizatios.add(first._2()._2().getMinOrganization());
 						v
-								.forEachRemaining(
-										t2 -> relevantOrganizatios
-												.add(t2._2()._2().getMinOrganization()));
+							.forEachRemaining(
+								t2 -> relevantOrganizatios
+									.add(t2._2()._2().getMinOrganization()));
 						g.setBeneficiaries(relevantOrganizatios);
 					}
 					return g;
-				}, Encoders.bean(Grant.class) )
+				}, Encoders.bean(Grant.class))
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
@@ -185,8 +193,6 @@ public class DumpGrant implements Serializable {
 
 	}
 
-
-
 	private static List<Identifier> getProjectIdentifier(Project project) throws DocumentException {
 		List<Identifier> identifiers = new ArrayList<>();
 		if (project.getPid().size() > 0)
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResult.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResult.java
index 5914aea..9fd2333 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResult.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResult.java
@@ -7,7 +7,6 @@ import java.io.Serializable;
 import java.util.*;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.*;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.FilterFunction;
@@ -20,6 +19,7 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.*;
 import eu.dnetlib.dhp.schema.common.EntityType;
 import eu.dnetlib.dhp.schema.common.ModelSupport;
 import eu.dnetlib.dhp.schema.oaf.*;
@@ -80,8 +80,8 @@ public class DumpResult implements Serializable {
 	public static <R extends Result> void mapResult(SparkSession spark, String inputPath,
 		String workingDir, String outputPath) {
 
-		//emit the snippet of the entities to be included in other entities for the dematerialization
-	//	emitMinEntities(spark, inputPath, workingDir);
+		// emit the snippet of the entities to be included in other entities for the dematerialization
+		// emitMinEntities(spark, inputPath, workingDir);
 
 		// selection of the relevant relations from result type to other entity. Only teh semantic relevant ones are
 		// considered
@@ -179,8 +179,16 @@ public class DumpResult implements Serializable {
 						(MapFunction<Tuple2<PartialResearchProduct, RelationPerProduct>, PartialResearchProduct>) t2 -> {
 							PartialResearchProduct prp = t2._1();
 							if (Optional.ofNullable(t2._2()).isPresent()) {
-								prp.setRelated_products(t2._2().getRelatedProduct().keySet()
-										.stream().map(key -> Relations.newInstance(key, t2._2().getRelatedProduct().get(key))).collect(Collectors.toList()));
+								prp
+									.setRelated_products(
+										t2
+											._2()
+											.getRelatedProduct()
+											.keySet()
+											.stream()
+											.map(
+												key -> Relations.newInstance(key, t2._2().getRelatedProduct().get(key)))
+											.collect(Collectors.toList()));
 								prp.setRelevant_organizations(t2._2().getOrganizations());
 								prp.setFunding(t2._2().getFunding());
 							}
@@ -251,7 +259,7 @@ public class DumpResult implements Serializable {
 					.ofNullable(epm.getInstance().getLicense())
 					.map(value -> value.getValue())
 					.orElse(null));
-		if(Optional.ofNullable(epm.getInstance().getUrl()).isPresent() && epm.getInstance().getUrl().size() > 0)
+		if (Optional.ofNullable(epm.getInstance().getUrl()).isPresent() && epm.getInstance().getUrl().size() > 0)
 			manifestation
 				.setUrl(epm.getInstance().getUrl().get(0));
 		else
@@ -263,12 +271,26 @@ public class DumpResult implements Serializable {
 		if (Optional.ofNullable(t2._2()).isPresent()) {
 			manifestation.setBiblio(getBiblio(epm));
 			if (Optional.ofNullable(t2._2().getJournal().getIssnPrinted()).isPresent())
-				manifestation.setVenue(MinVenue.newInstance(Utils.getIdentifier(Prefixes.VENUE, t2._1().getJournal().getIssnPrinted()),t2._1().getJournal().getName()));
+				manifestation
+					.setVenue(
+						MinVenue
+							.newInstance(
+								Utils.getIdentifier(Prefixes.VENUE, t2._2().getJournal().getIssnPrinted()),
+								t2._1().getJournal().getName()));
 			else if (Optional.ofNullable(t2._2().getJournal().getIssnOnline()).isPresent())
-				manifestation.setVenue(MinVenue.newInstance(Utils.getIdentifier(Prefixes.VENUE, t2._1().getJournal().getIssnOnline()),t2._1().getJournal().getName()));
+				manifestation
+					.setVenue(
+						MinVenue
+							.newInstance(
+								Utils.getIdentifier(Prefixes.VENUE, t2._1().getJournal().getIssnOnline()),
+								t2._1().getJournal().getName()));
 		}
 		manifestation
-			.setHosting_datasource(MinVenue.newInstance(Utils.getIdentifier(Prefixes.DATASOURCE, epm.getInstance().getHostedby().getKey()), epm.getInstance().getHostedby().getValue()));
+			.setHosting_datasource(
+				MinVenue
+					.newInstance(
+						Utils.getIdentifier(Prefixes.DATASOURCE, epm.getInstance().getHostedby().getKey()),
+						epm.getInstance().getHostedby().getValue()));
 
 		return manifestation;
 	}
@@ -351,25 +373,26 @@ public class DumpResult implements Serializable {
 					r.getRelClass().equalsIgnoreCase(RelationType.PART.label) ||
 					r.getRelClass().equalsIgnoreCase(RelationType.VERSION.label) ||
 					r.getRelClass().equalsIgnoreCase(RelationType.CITATION.label));
-		Dataset<EncloseMinElement> encloseMinEntity = Utils.readPath(spark, workingDir + "minEntity", EncloseMinElement.class);
 
-		relation.joinWith(encloseMinEntity, relation.col("target").equalTo(encloseMinEntity.col("enclosedEntityId")))
-						.map((MapFunction<Tuple2<Relation, EncloseMinElement>, EncloseMinElement>) t2 ->
-						{
-							EncloseMinElement eme = t2._2();
-							eme.setResultId(t2._1().getSource());
-							eme.setSemantics(t2._1().getRelClass());
-							return eme;
-						}, Encoders.bean(EncloseMinElement.class))
-								.groupByKey((MapFunction<EncloseMinElement, String>) eme -> eme.getResultId(), Encoders.STRING())
-										.mapGroups((MapGroupsFunction<String, EncloseMinElement, RelationPerProduct>) (k,v) ->
-										{
-											RelationPerProduct rpp = new RelationPerProduct();
-											rpp.setResultId(k);
-											insertEnclosedElement(rpp,v.next());
-											v.forEachRemaining(e -> insertEnclosedElement(rpp,e));
-											return rpp;
-										}, Encoders.bean(RelationPerProduct.class))
+		Dataset<EncloseMinElement> encloseMinEntity = Utils
+			.readPath(spark, workingDir + "minEntity", EncloseMinElement.class);
+
+		relation
+			.joinWith(encloseMinEntity, relation.col("target").equalTo(encloseMinEntity.col("enclosedEntityId")))
+			.map((MapFunction<Tuple2<Relation, EncloseMinElement>, EncloseMinElement>) t2 -> {
+				EncloseMinElement eme = t2._2();
+				eme.setResultId(t2._1().getSource());
+				eme.setSemantics(t2._1().getRelClass());
+				return eme;
+			}, Encoders.bean(EncloseMinElement.class))
+			.groupByKey((MapFunction<EncloseMinElement, String>) eme -> eme.getResultId(), Encoders.STRING())
+			.mapGroups((MapGroupsFunction<String, EncloseMinElement, RelationPerProduct>) (k, v) -> {
+				RelationPerProduct rpp = new RelationPerProduct();
+				rpp.setResultId(k);
+				insertEnclosedElement(rpp, v.next());
+				v.forEachRemaining(e -> insertEnclosedElement(rpp, e));
+				return rpp;
+			}, Encoders.bean(RelationPerProduct.class))
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
@@ -377,30 +400,32 @@ public class DumpResult implements Serializable {
 	}
 
 	private static void insertEnclosedElement(RelationPerProduct rpp, EncloseMinElement element) {
-		if(Optional.ofNullable(element.getMinOrganization()).isPresent())
+		if (Optional.ofNullable(element.getMinOrganization()).isPresent())
 			rpp.getOrganizations().add(element.getMinOrganization());
-		if(Optional.ofNullable(element.getMinGrant()).isPresent())
+		if (Optional.ofNullable(element.getMinGrant()).isPresent())
 			rpp.getFunding().add(element.getMinGrant());
-		if(Optional.ofNullable(element.getMinProduct()).isPresent()){
+		if (Optional.ofNullable(element.getMinProduct()).isPresent()) {
 			String sem = element.getSemantics();
-			if(!rpp.getRelatedProduct().containsKey(sem))
+			if (!rpp.getRelatedProduct().containsKey(sem))
 				rpp.getRelatedProduct().put(sem, new ArrayList<>());
 			rpp.getRelatedProduct().get(sem).add(element.getMinProduct());
 		}
 
 	}
 
-
-	private static <R extends Result> Dataset<EncloseMinElement> getMinProduct(SparkSession spark, String inputPath, Class<R> clazz) {
-		return Utils.readPath(spark, inputPath , clazz)
-				.filter((FilterFunction<R>) r -> !r.getDataInfo().getDeletedbyinference() &&
-						!r.getDataInfo().getInvisible())
-				.map((MapFunction<R, EncloseMinElement>) r -> {
-					EncloseMinElement eme = new EncloseMinElement();
-					eme.setEnclosedEntityId(r.getId());
-					eme.setMinProduct(Utils.getMinProduct(r));
-					return eme;
-				}, Encoders.bean(EncloseMinElement.class));
+	private static <R extends Result> Dataset<EncloseMinElement> getMinProduct(SparkSession spark, String inputPath,
+		Class<R> clazz) {
+		return Utils
+			.readPath(spark, inputPath, clazz)
+			.filter(
+				(FilterFunction<R>) r -> !r.getDataInfo().getDeletedbyinference() &&
+					!r.getDataInfo().getInvisible())
+			.map((MapFunction<R, EncloseMinElement>) r -> {
+				EncloseMinElement eme = new EncloseMinElement();
+				eme.setEnclosedEntityId(r.getId());
+				eme.setMinProduct(Utils.getMinProduct(r));
+				return eme;
+			}, Encoders.bean(EncloseMinElement.class));
 	}
 
 }
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenue.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenue.java
index f06a840..3ca8675 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenue.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenue.java
@@ -65,7 +65,7 @@ public class DumpVenue implements Serializable {
 			conf,
 			isSparkSessionManaged,
 			spark -> {
-				Utils.removeOutputDir(spark, outputPath + "Venue");
+				Utils.removeOutputDir(spark, outputPath + "Venues");
 
 				mapVenue(spark, inputPath, outputPath, workingDir);
 			});
@@ -82,14 +82,14 @@ public class DumpVenue implements Serializable {
 					&& d.getEoscdatasourcetype().getClassid().equalsIgnoreCase("Journal archive"));
 		datasourceDataset
 			.joinWith(
-				manifestationDataset, datasourceDataset.col("id").equalTo(manifestationDataset.col("hostedby.key")),
+				manifestationDataset, datasourceDataset.col("id").equalTo(manifestationDataset.col("hostedby")),
 				"left")
 			.map((MapFunction<Tuple2<Datasource, EmitPerManifestation>, Venue>) t2 -> {
 				Venue venue = new Venue();
 				Datasource d = t2._1();
-				if (Optional.ofNullable(d.getJournal().getIssnPrinted()).isPresent())
+				if (Optional.ofNullable(d.getJournal()).isPresent() && Optional.ofNullable(d.getJournal().getIssnPrinted()).isPresent())
 					venue.setLocal_identifier(Utils.getIdentifier(Prefixes.VENUE, d.getJournal().getIssnPrinted()));
-				else if (Optional.ofNullable(d.getJournal().getIssnOnline()).isPresent())
+				else if (Optional.ofNullable(d.getJournal()).isPresent() && Optional.ofNullable(d.getJournal().getIssnOnline()).isPresent())
 					venue.setLocal_identifier(Utils.getIdentifier(Prefixes.VENUE, d.getJournal().getIssnOnline()));
 				venue.setIdentifiers(getVenueIdentifier(d.getJournal()));
 				venue.setName(d.getOfficialname().getValue());
@@ -103,7 +103,6 @@ public class DumpVenue implements Serializable {
 				venue.setContributions(null);
 				return venue;
 			}, Encoders.bean(Venue.class))
-
 			.write()
 			.mode(SaveMode.Overwrite)
 			.option("compression", "gzip")
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntities.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntities.java
index b7b1691..4f74712 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntities.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntities.java
@@ -7,8 +7,6 @@ import java.io.Serializable;
 import java.util.*;
 import java.util.stream.Collectors;
 
-import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
-import eu.dnetlib.dhp.schema.oaf.Organization;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.FilterFunction;
@@ -24,10 +22,12 @@ import org.slf4j.LoggerFactory;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
 import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EmitPerManifestation;
+import eu.dnetlib.dhp.oa.graph.dump.skgif.beans.EncloseMinElement;
 import eu.dnetlib.dhp.schema.common.EntityType;
 import eu.dnetlib.dhp.schema.common.ModelSupport;
 import eu.dnetlib.dhp.schema.oaf.*;
 import eu.dnetlib.dhp.schema.oaf.Datasource;
+import eu.dnetlib.dhp.schema.oaf.Organization;
 import eu.dnetlib.dhp.skgif.model.*;
 import scala.Tuple2;
 
@@ -80,94 +80,127 @@ public class EmitFromEntities implements Serializable {
 	}
 
 	private static void emitFromProject(SparkSession spark, String inputPath, String workingDir) {
-		Utils.readPath(spark, inputPath + "project" , Project.class)
-				.filter((FilterFunction<Project>) p -> !p.getDataInfo().getDeletedbyinference())
-				.map((MapFunction<Project, EncloseMinElement>) p->{
-						EncloseMinElement eme = new EncloseMinElement();
-						eme.setEnclosedEntityId(p.getId());
-						eme.setMinGrant(Utils.getMinGrant(p));
-						return eme;}, Encoders.bean(EncloseMinElement.class) )
-				.write()
-				.mode(SaveMode.Append)
-				.option("compression","gzip")
-				.json(workingDir + "/minEntity");
+		Utils
+			.readPath(spark, inputPath + "project", Project.class)
+			.filter((FilterFunction<Project>) p -> !p.getDataInfo().getDeletedbyinference())
+			.map((MapFunction<Project, EncloseMinElement>) p -> {
+				EncloseMinElement eme = new EncloseMinElement();
+				eme.setEnclosedEntityId(p.getId());
+				eme.setMinGrant(Utils.getMinGrant(p));
+				return eme;
+			}, Encoders.bean(EncloseMinElement.class))
+			.write()
+			.mode(SaveMode.Append)
+			.option("compression", "gzip")
+			.json(workingDir + "/minEntity");
 
 	}
 
 	private static void emitFromOrganization(SparkSession spark, String inputPath, String workingDir) {
-		Utils.readPath(spark, inputPath + "organization", Organization.class)
-				.filter((FilterFunction<Organization>) o -> !o.getDataInfo().getDeletedbyinference())
-				.map((MapFunction<Organization, EncloseMinElement>) o -> {
-					EncloseMinElement eme = new EncloseMinElement();
-					eme.setMinOrganization(Utils.getMinOrganization(o));
-					eme.setEnclosedEntityId(o.getId());
-					return eme;},
-						Encoders.bean(EncloseMinElement.class))
-				.write()
-				.mode(SaveMode.Append)
-				.option("compression","gzip")
-				.json(workingDir + "/minEntity");
+		Utils
+			.readPath(spark, inputPath + "organization", Organization.class)
+			.filter((FilterFunction<Organization>) o -> !o.getDataInfo().getDeletedbyinference())
+			.map((MapFunction<Organization, EncloseMinElement>) o -> {
+				EncloseMinElement eme = new EncloseMinElement();
+				eme.setMinOrganization(Utils.getMinOrganization(o));
+				eme.setEnclosedEntityId(o.getId());
+				return eme;
+			},
+				Encoders.bean(EncloseMinElement.class))
+			.write()
+			.mode(SaveMode.Append)
+			.option("compression", "gzip")
+			.json(workingDir + "/minEntity");
 	}
 
 	private static void emitFromDatasource(SparkSession spark, String inputPath, String workingDir) {
-		Utils.readPath(spark, inputPath + "datasource", Datasource.class)
-				.filter((FilterFunction<Datasource>) d -> !d.getDataInfo().getDeletedbyinference())
-				.map((MapFunction<Datasource, EncloseMinElement>) d -> {
-					EncloseMinElement eme = new EncloseMinElement();
-					eme.setMinDatsource(MinVenue.newInstance(Utils.getIdentifier(Prefixes.DATASOURCE, d.getId()), d.getOfficialname().getValue()));
-					eme.setEnclosedEntityId(d.getId());
-					return eme;
-					}
-				, Encoders.bean(EncloseMinElement.class))
-				.write()
-				.mode(SaveMode.Append)
-				.option("compression","gzip")
-				.json(workingDir + "/minEntity");
+		Utils
+			.readPath(spark, inputPath + "datasource", Datasource.class)
+			.filter((FilterFunction<Datasource>) d -> !d.getDataInfo().getDeletedbyinference())
+			.map((MapFunction<Datasource, EncloseMinElement>) d -> {
+				EncloseMinElement eme = new EncloseMinElement();
+				eme
+					.setMinDatsource(
+						MinVenue
+							.newInstance(
+								Utils.getIdentifier(Prefixes.DATASOURCE, d.getId()), d.getOfficialname().getValue()));
+				eme.setEnclosedEntityId(d.getId());
+				return eme;
+			}, Encoders.bean(EncloseMinElement.class))
+			.write()
+			.mode(SaveMode.Append)
+			.option("compression", "gzip")
+			.json(workingDir + "/minEntity");
 
-		Utils.readPath(spark, inputPath + "datasource", Datasource.class)
-				.filter((FilterFunction<Datasource>) d -> !d.getDataInfo().getDeletedbyinference())
-				.filter((FilterFunction<Datasource>) d-> d.getEoscdatasourcetype().getClassid().equalsIgnoreCase("Journal archive"))
-				.map((MapFunction<Datasource, EncloseMinElement>) d-> {
-					EncloseMinElement eme = new EncloseMinElement();
-					eme.setEnclosedEntityId(d.getId());
-					if(Optional.ofNullable(d.getJournal().getIssnPrinted()).isPresent())
-						eme.setMinVenue( MinVenue.newInstance(Utils.getIdentifier(Prefixes.VENUE, d.getJournal().getIssnPrinted()), d.getOfficialname().getValue()));
-					if(Optional.ofNullable(d.getJournal().getIssnOnline()).isPresent())
-						eme.setMinVenue( MinVenue.newInstance(Utils.getIdentifier(Prefixes.VENUE, d.getJournal().getIssnOnline()), d.getOfficialname().getValue()));
-					return null;
-				},Encoders.bean(EncloseMinElement.class) )
-				.filter(Objects::nonNull)
-				.write()
-				.mode(SaveMode.Append)
-				.option("compression","gzip")
-				.json(workingDir + "/minEntity");
+		Utils
+			.readPath(spark, inputPath + "datasource", Datasource.class)
+			.filter((FilterFunction<Datasource>) d -> !d.getDataInfo().getDeletedbyinference())
+			.filter(
+				(FilterFunction<Datasource>) d -> Optional.ofNullable(d.getEoscdatasourcetype()).isPresent() && d
+					.getEoscdatasourcetype()
+					.getClassid()
+					.equalsIgnoreCase("Journal archive"))
+			.map((MapFunction<Datasource, EncloseMinElement>) d -> {
+				EncloseMinElement eme = new EncloseMinElement();
+				eme.setEnclosedEntityId(d.getId());
+				if (Optional.ofNullable(d.getJournal()).isPresent() &&
+					Optional.ofNullable(d.getJournal().getIssnPrinted()).isPresent()) {
+					eme
+						.setMinVenue(
+							MinVenue
+								.newInstance(
+									Utils.getIdentifier(Prefixes.VENUE, d.getJournal().getIssnPrinted()),
+									d.getOfficialname().getValue()));
+					return eme;
+				}
+				if (Optional.ofNullable(d.getJournal()).isPresent() &&
+					Optional.ofNullable(d.getJournal().getIssnOnline()).isPresent()) {
+					eme
+						.setMinVenue(
+							MinVenue
+								.newInstance(
+									Utils.getIdentifier(Prefixes.VENUE, d.getJournal().getIssnOnline()),
+									d.getOfficialname().getValue()));
+					return eme;
+				}
+				return null;
+			}, Encoders.bean(EncloseMinElement.class))
+			.filter(Objects::nonNull)
+			.write()
+			.mode(SaveMode.Append)
+			.option("compression", "gzip")
+			.json(workingDir + "/minEntity");
 
 	}
 
-	//per ogni result emetto id + journal se esiste + istanza + hosted by dell'istanza
+	// per ogni result emetto id + journal se esiste + istanza + hosted by dell'istanza
 	public static <R extends Result> void emitFromResult(SparkSession spark, String inputPath, String outputPath,
 		String workingDir) {
 		emitManifestation(spark, inputPath, workingDir);
 		emitPerson(spark, inputPath, outputPath, workingDir);
 		emitTopic(spark, inputPath, outputPath, workingDir);
-		emitMinProduct(spark, inputPath,  workingDir);
+		emitMinProduct(spark, inputPath, workingDir);
 
 	}
 
-	private static <R extends Result> void emitMinProduct(SparkSession spark, String inputPath,  String workingDir) {
+	private static <R extends Result> void emitMinProduct(SparkSession spark, String inputPath, String workingDir) {
 		Utils.removeOutputDir(spark, workingDir + "minEntity");
 		ModelSupport.entityTypes.keySet().forEach(e -> {
 			if (ModelSupport.isResult(e)) {
 				Class<R> resultClazz = ModelSupport.entityTypes.get(e);
 
 				Utils
-						.readPath(spark, inputPath + e.name(), resultClazz)
-						.map((MapFunction<R, MinProduct>) p -> Utils.getMinProduct(p), Encoders.bean(MinProduct.class))
-						.write()
-						.mode(SaveMode.Append)
-						.option("compression", "gzip")
-						.json(workingDir + "/minEntity");
-
+					.readPath(spark, inputPath + e.name(), resultClazz)
+					.map((MapFunction<R, EncloseMinElement>) p -> {
+						EncloseMinElement eme = new EncloseMinElement();
+						eme.setMinProduct(Utils.getMinProduct(p));
+						eme.setEnclosedEntityId(p.getId());
+						return eme;
+					}, Encoders.bean(EncloseMinElement.class))
+					.write()
+					.mode(SaveMode.Append)
+					.option("compression", "gzip")
+					.json(workingDir + "/minEntity");
 
 			}
 
@@ -279,7 +312,7 @@ public class EmitFromEntities implements Serializable {
 						}
 						return authors.iterator();
 					}, Encoders.bean(Persons.class))
-					.filter(Objects::nonNull)
+					.filter((FilterFunction<Persons>) p -> p != null)
 					.write()
 					.mode(SaveMode.Overwrite)
 					.option("compression", "gzip")
@@ -331,7 +364,6 @@ public class EmitFromEntities implements Serializable {
 					.option("compression", "gzip")
 					.json(workingDir + e.name() + "/manifestation");
 
-
 			}
 
 		});
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/ResultMapper.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/ResultMapper.java
index 4e6ac81..ee10b2c 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/ResultMapper.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/ResultMapper.java
@@ -62,11 +62,14 @@ public class ResultMapper implements Serializable {
 					contribution.setPerson(minPerson);
 				} else {
 					if (Optional.ofNullable(a.getRank()).isPresent()) {
-						minPerson.setLocal_identifier(Utils.getIdentifier(Prefixes.TEMPORARY_PERSON, input.getId() + a.getRank()));
+						minPerson
+							.setLocal_identifier(
+								Utils.getIdentifier(Prefixes.TEMPORARY_PERSON, input.getId() + a.getRank()));
 						contribution
 							.setPerson(minPerson);
 					} else {
-						minPerson.setLocal_identifier(Utils.getIdentifier(Prefixes.TEMPORARY_PERSON, input.getId() + count));
+						minPerson
+							.setLocal_identifier(Utils.getIdentifier(Prefixes.TEMPORARY_PERSON, input.getId() + count));
 						contribution.setPerson(minPerson);
 					}
 
@@ -95,14 +98,19 @@ public class ResultMapper implements Serializable {
 						.map(s -> {
 							ResultTopic topic = new ResultTopic();
 							MinTopic minTopic = new MinTopic();
-							minTopic.setLocal_identifier(Utils.getIdentifier(Prefixes.TOPIC, s.getQualifier().getClassid() + s.getValue()));
+							minTopic
+								.setLocal_identifier(
+									Utils.getIdentifier(Prefixes.TOPIC, s.getQualifier().getClassid() + s.getValue()));
 							minTopic.setValue(s.getValue());
 							topic
-								.setTopic(minTopic
-									);
+								.setTopic(minTopic);
 							if (Optional.ofNullable(s.getDataInfo()).isPresent()) {
 								Provenance provenance = new Provenance();
-								provenance.setTrust(Double.valueOf(s.getDataInfo().getTrust()));
+								try {
+									provenance.setTrust(Double.valueOf(s.getDataInfo().getTrust()));
+								} catch (NumberFormatException nfe) {
+
+								}
 								provenance.setType(s.getDataInfo().getInferenceprovenance());
 								topic.setProvenance(provenance);
 							}
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/Utils.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/Utils.java
index 05892ea..5abc1b0 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/Utils.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/Utils.java
@@ -6,27 +6,28 @@ import java.io.StringReader;
 import java.util.List;
 import java.util.Optional;
 
-import eu.dnetlib.dhp.schema.oaf.Organization;
-import eu.dnetlib.dhp.schema.oaf.Project;
-import eu.dnetlib.dhp.schema.oaf.Result;
-import eu.dnetlib.dhp.skgif.model.MinGrant;
-import eu.dnetlib.dhp.skgif.model.MinOrganization;
-import eu.dnetlib.dhp.skgif.model.MinProduct;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SparkSession;
+import org.dom4j.Document;
+import org.dom4j.DocumentException;
+import org.dom4j.io.SAXReader;
 
+import com.fasterxml.jackson.core.JsonProcessingException;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 import eu.dnetlib.dhp.common.HdfsSupport;
 import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.Organization;
+import eu.dnetlib.dhp.schema.oaf.Project;
+import eu.dnetlib.dhp.schema.oaf.Result;
 import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
+import eu.dnetlib.dhp.skgif.model.MinGrant;
+import eu.dnetlib.dhp.skgif.model.MinOrganization;
+import eu.dnetlib.dhp.skgif.model.MinProduct;
 import eu.dnetlib.dhp.skgif.model.Prefixes;
 import eu.dnetlib.dhp.utils.DHPUtils;
-import org.dom4j.Document;
-import org.dom4j.DocumentException;
-import org.dom4j.io.SAXReader;
 import scala.Tuple2;
 
 /**
@@ -88,14 +89,23 @@ public class Utils implements Serializable {
 		MinOrganization mo = new MinOrganization();
 		mo.setLocal_identifier(Utils.getIdentifier(Prefixes.ORGANIZATION, o.getId()));
 		mo.setName(o.getLegalname().getValue());
-		for(StructuredProperty pid : o.getPid()){
-			switch (pid.getQualifier().getClassid().toLowerCase()){
+		for (StructuredProperty pid : o.getPid()) {
+			switch (pid.getQualifier().getClassid().toLowerCase()) {
 				case "ror":
 					mo.setRor(pid.getValue());
 					break;
 				case "isni":
 					mo.setIsni(pid.getValue());
 					break;
+				case "fundref":
+					mo.setFundRef(pid.getValue());
+					break;
+				case "ringgold":
+					mo.setRinGold(pid.getValue());
+					break;
+				case "wikidata":
+					mo.setWikidata(pid.getValue());
+					break;
 
 			}
 		}
@@ -107,10 +117,11 @@ public class Utils implements Serializable {
 		mg.setLocal_identifier(Utils.getIdentifier(Prefixes.GRANT, p.getId()));
 		mg.setCode(p.getCode().getValue());
 		mg.setFunder(getFunderName(p.getFundingtree().get(0).getValue()));
+		mg.setTitle(p.getTitle().getValue());
 		return mg;
 	}
 
-	public static <R extends Result> MinProduct getMinProduct(R r) {
+	public static <R extends Result> MinProduct getMinProduct(R r) throws JsonProcessingException {
 		MinProduct mp = new MinProduct();
 		mp.setLocal_identifier(Utils.getIdentifier(Prefixes.RESEARCH_PRODUCT, r.getId()));
 		for (StructuredProperty title : r.getTitle()) {
@@ -118,19 +129,21 @@ public class Utils implements Serializable {
 				mp.setTitle(title.getValue());
 			}
 		}
-		for (StructuredProperty pid : r.getPid()) {
-			switch (pid.getQualifier().getClassid().toLowerCase()) {
-				case "doi":
-					mp.setDoi(pid.getValue());
-					break;
-				case "pmcid":
-					mp.setPmcid(pid.getValue());
-					break;
-				case "arxiv":
-					mp.setArxivid(pid.getValue());
-					break;
+		if (r.getPid() != null)
+			for (StructuredProperty pid : r.getPid()) {
+				switch (pid.getQualifier().getClassid().toLowerCase()) {
+					case "doi":
+						mp.setDoi(pid.getValue());
+						break;
+					case "pmcid":
+						mp.setPmcid(pid.getValue());
+						break;
+					case "arxiv":
+						mp.setArxivid(pid.getValue());
+						break;
+				}
 			}
-		}
+
 		return mp;
 	}
 }
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/Couple.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/Couple.java
index a81982a..b9c6cca 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/Couple.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/Couple.java
@@ -1,3 +1,4 @@
+
 package eu.dnetlib.dhp.oa.graph.dump.skgif.beans;
 
 import java.io.Serializable;
@@ -7,29 +8,29 @@ import java.io.Serializable;
  * @Date 04/03/24
  */
 public class Couple implements Serializable {
-    private String originalIdentifier;
-    private String localIdentifier;
+	private String originalIdentifier;
+	private String localIdentifier;
 
-    public String getOriginalIdentifier() {
-        return originalIdentifier;
-    }
+	public String getOriginalIdentifier() {
+		return originalIdentifier;
+	}
 
-    public void setOriginalIdentifier(String originalIdentifier) {
-        this.originalIdentifier = originalIdentifier;
-    }
+	public void setOriginalIdentifier(String originalIdentifier) {
+		this.originalIdentifier = originalIdentifier;
+	}
 
-    public String getLocalIdentifier() {
-        return localIdentifier;
-    }
+	public String getLocalIdentifier() {
+		return localIdentifier;
+	}
 
-    public void setLocalIdentifier(String localIdentifier) {
-        this.localIdentifier = localIdentifier;
-    }
+	public void setLocalIdentifier(String localIdentifier) {
+		this.localIdentifier = localIdentifier;
+	}
 
-    public static Couple newInstance(String originalIdentifier, String localIdentifier){
-        Couple couple = new Couple();
-        couple.originalIdentifier = originalIdentifier;
-        couple.localIdentifier = localIdentifier;
-        return couple;
-    }
+	public static Couple newInstance(String originalIdentifier, String localIdentifier) {
+		Couple couple = new Couple();
+		couple.originalIdentifier = originalIdentifier;
+		couple.localIdentifier = localIdentifier;
+		return couple;
+	}
 }
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/EncloseMinElement.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/EncloseMinElement.java
index 5fc7d93..4557ec7 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/EncloseMinElement.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/EncloseMinElement.java
@@ -1,87 +1,88 @@
+
 package eu.dnetlib.dhp.oa.graph.dump.skgif.beans;
 
+import java.io.Serializable;
+
 import eu.dnetlib.dhp.skgif.model.MinGrant;
 import eu.dnetlib.dhp.skgif.model.MinOrganization;
 import eu.dnetlib.dhp.skgif.model.MinProduct;
 import eu.dnetlib.dhp.skgif.model.MinVenue;
 
-import java.io.Serializable;
-
 /**
  * @author miriam.baglioni
  * @Date 04/03/24
  */
 public class EncloseMinElement implements Serializable {
-    private String resultId;
-    private String enclosedEntityId;
-    private MinOrganization minOrganization;
-    private MinVenue minVenue;
-    private MinVenue minDatsource;
-    private MinGrant minGrant;
-    private MinProduct minProduct;
-    private String semantics;
+	private String resultId;
+	private String enclosedEntityId;
+	private MinOrganization minOrganization;
+	private MinVenue minVenue;
+	private MinVenue minDatsource;
+	private MinGrant minGrant;
+	private MinProduct minProduct;
+	private String semantics;
 
-    public MinVenue getMinVenue() {
-        return minVenue;
-    }
+	public MinVenue getMinVenue() {
+		return minVenue;
+	}
 
-    public void setMinVenue(MinVenue minVenue) {
-        this.minVenue = minVenue;
-    }
+	public void setMinVenue(MinVenue minVenue) {
+		this.minVenue = minVenue;
+	}
 
-    public MinVenue getMinDatsource() {
-        return minDatsource;
-    }
+	public MinVenue getMinDatsource() {
+		return minDatsource;
+	}
 
-    public void setMinDatsource(MinVenue minDatsource) {
-        this.minDatsource = minDatsource;
-    }
+	public void setMinDatsource(MinVenue minDatsource) {
+		this.minDatsource = minDatsource;
+	}
 
-    public String getSemantics() {
-        return semantics;
-    }
+	public String getSemantics() {
+		return semantics;
+	}
 
-    public void setSemantics(String semantics) {
-        this.semantics = semantics;
-    }
+	public void setSemantics(String semantics) {
+		this.semantics = semantics;
+	}
 
-    public String getResultId() {
-        return resultId;
-    }
+	public String getResultId() {
+		return resultId;
+	}
 
-    public void setResultId(String resultId) {
-        this.resultId = resultId;
-    }
+	public void setResultId(String resultId) {
+		this.resultId = resultId;
+	}
 
-    public String getEnclosedEntityId() {
-        return enclosedEntityId;
-    }
+	public String getEnclosedEntityId() {
+		return enclosedEntityId;
+	}
 
-    public void setEnclosedEntityId(String enclosedEntityId) {
-        this.enclosedEntityId = enclosedEntityId;
-    }
+	public void setEnclosedEntityId(String enclosedEntityId) {
+		this.enclosedEntityId = enclosedEntityId;
+	}
 
-    public MinOrganization getMinOrganization() {
-        return minOrganization;
-    }
+	public MinOrganization getMinOrganization() {
+		return minOrganization;
+	}
 
-    public void setMinOrganization(MinOrganization minOrganization) {
-        this.minOrganization = minOrganization;
-    }
+	public void setMinOrganization(MinOrganization minOrganization) {
+		this.minOrganization = minOrganization;
+	}
 
-    public MinGrant getMinGrant() {
-        return minGrant;
-    }
+	public MinGrant getMinGrant() {
+		return minGrant;
+	}
 
-    public void setMinGrant(MinGrant minGrant) {
-        this.minGrant = minGrant;
-    }
+	public void setMinGrant(MinGrant minGrant) {
+		this.minGrant = minGrant;
+	}
 
-    public MinProduct getMinProduct() {
-        return minProduct;
-    }
+	public MinProduct getMinProduct() {
+		return minProduct;
+	}
 
-    public void setMinProduct(MinProduct minProduct) {
-        this.minProduct = minProduct;
-    }
+	public void setMinProduct(MinProduct minProduct) {
+		this.minProduct = minProduct;
+	}
 }
diff --git a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/RelationPerProduct.java b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/RelationPerProduct.java
index 9b239a5..a9c0c15 100644
--- a/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/RelationPerProduct.java
+++ b/dump/src/main/java/eu/dnetlib/dhp/oa/graph/dump/skgif/beans/RelationPerProduct.java
@@ -20,7 +20,7 @@ public class RelationPerProduct implements Serializable {
 	private String resultId;
 	private List<MinOrganization> organizations;
 	private List<MinGrant> funding;
-	private Map<String,List<MinProduct>> relatedProduct;
+	private Map<String, List<MinProduct>> relatedProduct;
 
 	public RelationPerProduct() {
 		organizations = new ArrayList<>();
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/ZenodoUploadTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/ZenodoUploadTest.java
index 6d276ec..fe62fe8 100644
--- a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/ZenodoUploadTest.java
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/ZenodoUploadTest.java
@@ -7,16 +7,12 @@ import java.io.IOException;
 import java.io.InputStream;
 import java.nio.file.Files;
 
-import org.apache.hadoop.conf.Configuration;
-import org.apache.hadoop.fs.*;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 
-import com.google.gson.Gson;
-
-import eu.dnetlib.dhp.oa.graph.dump.skgif.EmitFromResultJobTest;
+import eu.dnetlib.dhp.oa.graph.dump.skgif.EmitFromEntitiesJobTest;
 import eu.dnetlib.dhp.oa.zenodoapi.MissingConceptDoiException;
 import eu.dnetlib.dhp.oa.zenodoapi.ZenodoAPIClient;
 
@@ -31,7 +27,7 @@ public class ZenodoUploadTest {
 	@BeforeAll
 	public static void beforeAll() throws IOException {
 		workingDir = Files
-			.createTempDirectory(EmitFromResultJobTest.class.getSimpleName())
+			.createTempDirectory(EmitFromEntitiesJobTest.class.getSimpleName())
 			.toString();
 	}
 
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasourceTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasourceTest.java
index c9c8f22..21af5e2 100644
--- a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasourceTest.java
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpDatasourceTest.java
@@ -173,4 +173,37 @@ public class DumpDatasourceTest implements Serializable {
 //
 
 	}
+
+	@Test
+	public void testDumpDatasourceApi() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/")
+			.getPath();
+
+		final String workingDir = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/")
+			.getPath();
+
+		DumpDatasource
+			.main(
+				new String[] {
+					"-isSparkSessionManaged", Boolean.FALSE.toString(),
+					"-sourcePath", sourcePath,
+					"-outputPath", workingDir,
+					"-workingDir", workingDir
+
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<Datasource> datasource = sc
+			.textFile(workingDir.toString() + "Datasource")
+			.map(item -> OBJECT_MAPPER.readValue(item, Datasource.class));
+
+		Dataset<Datasource> datasourceDataset = spark.createDataset(datasource.rdd(), Encoders.bean(Datasource.class));
+
+		datasourceDataset
+			.foreach((ForeachFunction<Datasource>) d -> System.out.println(OBJECT_MAPPER.writeValueAsString(d)));
+
+	}
 }
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrantTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrantTest.java
index ff70a51..c39d3fa 100644
--- a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrantTest.java
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpGrantTest.java
@@ -118,4 +118,34 @@ public class DumpGrantTest implements Serializable {
 //
 
 	}
+
+	@Test
+	public void testDumpGrantApi() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/")
+			.getPath();
+
+		final String workingDir = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/")
+			.getPath();
+
+		DumpGrant
+			.main(
+				new String[] {
+					"-isSparkSessionManaged", Boolean.FALSE.toString(),
+					"-sourcePath", sourcePath,
+					"-outputPath", workingDir,
+					"-workingDir", workingDir
+
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<Grant> grant = sc
+			.textFile(workingDir + "Grant")
+			.map(item -> OBJECT_MAPPER.readValue(item, Grant.class));
+
+		grant.foreach(g -> System.out.println(OBJECT_MAPPER.writeValueAsString(g)));
+
+	}
 }
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpOrganizationTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpOrganizationTest.java
index 3e835f8..69d0dae 100644
--- a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpOrganizationTest.java
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpOrganizationTest.java
@@ -122,4 +122,33 @@ public class DumpOrganizationTest implements Serializable {
 //
 
 	}
+
+	@Test
+	public void testDumpOrganizationAPI() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/")
+			.getPath();
+
+		final String workingDir = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/")
+			.getPath();
+
+		DumpOrganization
+			.main(
+				new String[] {
+					"-isSparkSessionManaged", Boolean.FALSE.toString(),
+					"-sourcePath", sourcePath,
+					"-outputPath", workingDir
+
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<Organization> organization = sc
+			.textFile(workingDir.toString() + "/Organization")
+			.map(item -> OBJECT_MAPPER.readValue(item, Organization.class));
+
+		organization.foreach(o -> System.out.println(OBJECT_MAPPER.writeValueAsString(o)));
+
+	}
 }
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResultTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResultTest.java
index 45c371a..dfe74a3 100644
--- a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResultTest.java
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpResultTest.java
@@ -118,17 +118,15 @@ public class DumpResultTest {
 				1,
 				temp
 					.getRelatedProduct()
-					.stream()
-					.filter(rp -> rp.getRelation_type().equalsIgnoreCase("issupplementedby"))
-					.count());
+					.get(RelationType.SUPPLEMENT.label)
+					.size());
 		Assertions
 			.assertEquals(
 				1,
 				temp
 					.getRelatedProduct()
-					.stream()
-					.filter(rp -> rp.getRelation_type().equalsIgnoreCase("isdocumentedby"))
-					.count());
+					.get(RelationType.DOCUMENTS.label)
+					.size());
 
 		JavaRDD<ResearchProduct> researchProduct = sc
 			.textFile(workingDir.toString() + "/publication/researchproduct")
@@ -166,6 +164,8 @@ public class DumpResultTest {
 		Assertions.assertEquals(2, product.getManifestations().size());
 
 		researchProductDataset.show(false);
+		researchProductDataset
+			.foreach((ForeachFunction<ResearchProduct>) rp -> System.out.println(OBJECT_MAPPER.writeValueAsString(rp)));
 
 	}
 
@@ -267,15 +267,27 @@ public class DumpResultTest {
 					.anyMatch(
 						t -> t
 							.getTopic()
-								.getValue()
+							.getValue()
 							.equalsIgnoreCase(Prefixes.TOPIC.label + DHPUtils.md5("FOSSustained delivery"))));
 
 		// check contributions
 		Assertions.assertEquals(4, rp.getContributions().size());
 		Assertions
-			.assertEquals(3, rp.getContributions().stream().filter(c -> c.getPerson().getLocal_identifier().startsWith("person")).count());
+			.assertEquals(
+				3,
+				rp
+					.getContributions()
+					.stream()
+					.filter(c -> c.getPerson().getLocal_identifier().startsWith("person"))
+					.count());
 		Assertions
-			.assertEquals(1, rp.getContributions().stream().filter(c -> c.getPerson().getLocal_identifier().startsWith("temp")).count());
+			.assertEquals(
+				1,
+				rp
+					.getContributions()
+					.stream()
+					.filter(c -> c.getPerson().getLocal_identifier().startsWith("temp"))
+					.count());
 		rp.getContributions().forEach(c -> Assertions.assertTrue(c.getDeclared_affiliation() == null));
 		Assertions
 			.assertEquals(
@@ -477,4 +489,326 @@ public class DumpResultTest {
 
 	}
 
+	@Test
+	public void testEmitFromApiDump() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/")
+			.getPath();
+
+		final String workingDir = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/")
+			.getPath();
+
+		DumpResult
+			.main(
+				new String[] {
+					"-isSparkSessionManaged", Boolean.FALSE.toString(),
+					"-sourcePath", sourcePath,
+					"-workingDir", workingDir,
+					"-outputPath", workingDir
+
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<ResearchProduct> researchProduct = sc
+			.textFile(workingDir.toString() + "ResearchProduct")
+			.map(item -> OBJECT_MAPPER.readValue(item, ResearchProduct.class));
+
+		researchProduct.foreach(r -> System.out.println(OBJECT_MAPPER.writeValueAsString(r)));
+
+//		org.apache.spark.sql.Dataset<ResearchProduct> researchProductDataset = spark
+//				.createDataset(researchProduct.rdd(), Encoders.bean(ResearchProduct.class));
+
+//		Assertions.assertEquals(1, researchProductDataset.count());
+//
+//		ResearchProduct rp = researchProductDataset.first();
+//
+//		// check the local identifier
+//		Assertions.assertEquals("product_____::e22a152ab43b9215d14ece613f76ec84", rp.getLocal_identifier());
+//
+//		// check the pids of the result
+//		Assertions.assertEquals(3, rp.getIdentifiers().size());
+//		Assertions
+//				.assertEquals(1, rp.getIdentifiers().stream().filter(p -> p.getScheme().equalsIgnoreCase("doi")).count());
+//		Assertions
+//				.assertEquals(
+//						"10.1007/s40199-021-00403-x",
+//						rp
+//								.getIdentifiers()
+//								.stream()
+//								.filter(p -> p.getScheme().equalsIgnoreCase("doi"))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getValue());
+//		Assertions
+//				.assertEquals(1, rp.getIdentifiers().stream().filter(p -> p.getScheme().equalsIgnoreCase("pmid")).count());
+//		Assertions
+//				.assertEquals(
+//						"34327650",
+//						rp
+//								.getIdentifiers()
+//								.stream()
+//								.filter(p -> p.getScheme().equalsIgnoreCase("pmid"))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getValue());
+//		Assertions
+//				.assertEquals(1, rp.getIdentifiers().stream().filter(p -> p.getScheme().equalsIgnoreCase("pmc")).count());
+//		Assertions
+//				.assertEquals(
+//						"PMC8602609",
+//						rp
+//								.getIdentifiers()
+//								.stream()
+//								.filter(p -> p.getScheme().equalsIgnoreCase("pmc"))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getValue());
+//
+//		// check the title
+//		Assertions.assertEquals(1, rp.getTitles().keySet().size());
+//		Assertions.assertTrue(rp.getTitles().keySet().contains("none"));
+//		Assertions.assertEquals(1, rp.getTitles().get("none").size());
+//
+//		// check abstract
+//		Assertions.assertEquals(1, rp.getAbstracts().keySet().size());
+//		Assertions.assertTrue(rp.getAbstracts().keySet().contains("none"));
+//		Assertions.assertEquals(1, rp.getAbstracts().get("none").size());
+//
+//		// check type
+//		Assertions.assertEquals("literature", rp.getProduct_type());
+//
+//		// check topics
+//		Assertions.assertEquals(3, rp.getTopics().size());
+//		Assertions
+//				.assertTrue(
+//						rp
+//								.getTopics()
+//								.stream()
+//								.anyMatch(
+//										t -> t
+//												.getTopic()
+//												.getValue()
+//												.equalsIgnoreCase(Prefixes.TOPIC.label + DHPUtils.md5("FOSSustained delivery"))));
+//
+//		// check contributions
+//		Assertions.assertEquals(4, rp.getContributions().size());
+//		Assertions
+//				.assertEquals(
+//						3,
+//						rp
+//								.getContributions()
+//								.stream()
+//								.filter(c -> c.getPerson().getLocal_identifier().startsWith("person"))
+//								.count());
+//		Assertions
+//				.assertEquals(
+//						1,
+//						rp
+//								.getContributions()
+//								.stream()
+//								.filter(c -> c.getPerson().getLocal_identifier().startsWith("temp"))
+//								.count());
+//		rp.getContributions().forEach(c -> Assertions.assertTrue(c.getDeclared_affiliation() == null));
+//		Assertions
+//				.assertEquals(
+//						1,
+//						rp
+//								.getContributions()
+//								.stream()
+//								.filter(c -> c.getPerson().equals(Utils.getIdentifier(Prefixes.PERSON, "0000-0001-8284-6269true")))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getRank());
+//		Assertions
+//				.assertEquals(
+//						2,
+//						rp
+//								.getContributions()
+//								.stream()
+//								.filter(c -> c.getPerson().equals(Utils.getIdentifier(Prefixes.PERSON, "0000-0002-0940-893xtrue")))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getRank());
+//		Assertions
+//				.assertEquals(
+//						3,
+//						rp
+//								.getContributions()
+//								.stream()
+//								.filter(c -> c.getPerson().equals(Utils.getIdentifier(Prefixes.PERSON, "0000-0001-5291-577xtrue")))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getRank());
+//		Assertions
+//				.assertEquals(
+//						4,
+//						rp
+//								.getContributions()
+//								.stream()
+//								.filter(
+//										c -> c
+//												.getPerson()
+//												.equals(
+//														Utils
+//																.getIdentifier(
+//																		Prefixes.TEMPORARY_PERSON,
+//																		"50|doi_dedup___::0000661be7c602727bae9690778b16514")))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getRank());
+//		researchProductDataset.show(10, 100, true);
+//
+//		// check manifestation 1
+//		Assertions.assertEquals(3, rp.getManifestations().size());
+//		Manifestation manifestation = rp
+//				.getManifestations()
+//				.stream()
+//				.filter(
+//						m -> m
+//								.getHosting_datasource()
+//								.equals(
+//										Utils.getIdentifier(Prefixes.DATASOURCE, "10|doajarticles::6107489403b31fc7cf37cb7fda35f7f1")))
+//				.collect(Collectors.toList())
+//				.get(0);
+//		Assertions.assertEquals("Article", manifestation.getProduct_local_type());
+//		Assertions.assertEquals("dnet:publication_resource", manifestation.getProduct_local_type_schema());
+//		Assertions.assertEquals(1, manifestation.getDates().size());
+//		Assertions.assertEquals("2021-07-29", manifestation.getDates().get(0).getValue());
+//		Assertions.assertEquals("publishing", manifestation.getDates().get(0).getType());
+//		Assertions.assertEquals(PeerReview.PEER_REVIEWED.label, manifestation.getPeer_review());
+//		Assertions.assertEquals("unavailable", manifestation.getMetadata_curation());
+//		Assertions.assertEquals(AccessRight.CLOSED.label, manifestation.getAccess_right());
+//		Assertions.assertEquals("Springer Nature TDM", manifestation.getLicence());
+//		Assertions.assertEquals("https://doi.org/10.1007/s40199-021-00403-x", manifestation.getUrl());
+//		Assertions.assertEquals("10.1007/s40199-021-00403-x", manifestation.getPid());
+//		Assertions.assertTrue(manifestation.getBiblio() != null);
+//		Biblio biblio = manifestation.getBiblio();
+//		Assertions.assertTrue(biblio.getEdition() == null);
+//		Assertions.assertTrue(biblio.getIssue() == null);
+//		Assertions.assertEquals("Springer Science and Business Media LLC", biblio.getPublisher());
+//		Assertions.assertEquals("29", biblio.getVolume());
+//		Assertions.assertEquals("415", biblio.getStart_page());
+//		Assertions.assertEquals("438", biblio.getEnd_page());
+//
+//		// check manifestation 2
+//		manifestation = rp
+//				.getManifestations()
+//				.stream()
+//				.filter(
+//						m -> m
+//								.getHosting_datasource()
+//								.equals(
+//										Utils.getIdentifier(Prefixes.DATASOURCE, "10|openaire____::55045bd2a65019fd8e6741a755395c8c")))
+//				.collect(Collectors.toList())
+//				.get(0);
+//		Assertions.assertEquals("Article", manifestation.getProduct_local_type());
+//		Assertions.assertEquals("dnet:publication_resource", manifestation.getProduct_local_type_schema());
+//		Assertions.assertEquals(1, manifestation.getDates().size());
+//		Assertions.assertEquals("2020-01-03", manifestation.getDates().get(0).getValue());
+//		Assertions.assertEquals("publishing", manifestation.getDates().get(0).getType());
+//		Assertions.assertEquals(PeerReview.NON_PEER_REVIEWED.label, manifestation.getPeer_review());
+//		Assertions.assertEquals("unavailable", manifestation.getMetadata_curation());
+//		Assertions.assertEquals(AccessRight.UNAVAILABLE.label, manifestation.getAccess_right());
+//		Assertions.assertEquals(null, manifestation.getLicence());
+//		Assertions.assertEquals("https://pubmed.ncbi.nlm.nih.gov/34327650", manifestation.getUrl());
+//		Assertions.assertEquals("34327650", manifestation.getPid());
+//		Assertions.assertTrue(manifestation.getBiblio() == null);
+//
+//		// check manifestation 3
+//		manifestation = rp
+//				.getManifestations()
+//				.stream()
+//				.filter(
+//						m -> m
+//								.getHosting_datasource()
+//								.equals(
+//										Utils.getIdentifier(Prefixes.DATASOURCE, "10|opendoar____::8b6dd7db9af49e67306feb59a8bdc52c")))
+//				.collect(Collectors.toList())
+//				.get(0);
+//		Assertions.assertEquals("Other literature type", manifestation.getProduct_local_type());
+//		Assertions.assertEquals("dnet:publication_resource", manifestation.getProduct_local_type_schema());
+//		Assertions.assertEquals(1, manifestation.getDates().size());
+//		Assertions.assertEquals("2021-07-29", manifestation.getDates().get(0).getValue());
+//		Assertions.assertEquals("publishing", manifestation.getDates().get(0).getType());
+//		Assertions.assertEquals(PeerReview.NON_PEER_REVIEWED.label, manifestation.getPeer_review());
+//		Assertions.assertEquals("unavailable", manifestation.getMetadata_curation());
+//		Assertions.assertEquals(AccessRight.OPEN.label, manifestation.getAccess_right());
+//		Assertions.assertEquals(null, manifestation.getLicence());
+//		Assertions.assertEquals("https://europepmc.org/articles/PMC8602609/", manifestation.getUrl());
+//		Assertions.assertEquals("PMC8602609", manifestation.getPid());
+//		Assertions.assertTrue(manifestation.getBiblio() == null);
+//
+//		// check relevant organization
+//		Assertions.assertEquals(1, rp.getRelevant_organizations().size());
+//		Assertions
+//				.assertEquals(
+//						Prefixes.ORGANIZATION.label + "601e510b1fda7cc6cb03329531502171",
+//						rp.getRelevant_organizations().get(0));
+//
+//		// check funding
+//		Assertions.assertEquals(1, rp.getFunding().size());
+//		Assertions.assertEquals(Prefixes.GRANT.label + "a7795022763d413f5de59036ebbd0c52", rp.getFunding().get(0));
+//
+//		// check related products
+//		Assertions.assertEquals(5, rp.getRelated_products().size());
+//		Assertions
+//				.assertEquals(
+//						4,
+//						rp
+//								.getRelated_products()
+//								.stream()
+//								.filter(r -> r.getRelation_type().equalsIgnoreCase(RelationType.CITATION.label))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getProduct_list()
+//								.size());
+//		Assertions
+//				.assertEquals(
+//						1,
+//						rp
+//								.getRelated_products()
+//								.stream()
+//								.filter(r -> r.getRelation_type().equalsIgnoreCase(RelationType.DOCUMENTS.label))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getProduct_list()
+//								.size());
+//		Assertions
+//				.assertEquals(
+//						1,
+//						rp
+//								.getRelated_products()
+//								.stream()
+//								.filter(r -> r.getRelation_type().equalsIgnoreCase(RelationType.PART.label))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getProduct_list()
+//								.size());
+//		Assertions
+//				.assertEquals(
+//						1,
+//						rp
+//								.getRelated_products()
+//								.stream()
+//								.filter(r -> r.getRelation_type().equalsIgnoreCase(RelationType.SUPPLEMENT.label))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getProduct_list()
+//								.size());
+//		Assertions
+//				.assertEquals(
+//						1,
+//						rp
+//								.getRelated_products()
+//								.stream()
+//								.filter(r -> r.getRelation_type().equalsIgnoreCase(RelationType.VERSION.label))
+//								.collect(Collectors.toList())
+//								.get(0)
+//								.getProduct_list()
+//								.size());
+
+	}
+
 }
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenueTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenueTest.java
new file mode 100644
index 0000000..6c8c7a7
--- /dev/null
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/DumpVenueTest.java
@@ -0,0 +1,102 @@
+
+package eu.dnetlib.dhp.oa.graph.dump.skgif;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.nio.file.Files;
+import java.nio.file.Path;
+
+import org.apache.commons.io.FileUtils;
+import org.apache.spark.SparkConf;
+import org.apache.spark.api.java.JavaRDD;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.api.java.function.ForeachFunction;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Encoders;
+import org.apache.spark.sql.SparkSession;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.Test;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+
+import eu.dnetlib.dhp.skgif.model.Datasource;
+import eu.dnetlib.dhp.skgif.model.Venue;
+
+/**
+ * @author miriam.baglioni
+ * @Date 22/02/24
+ */
+public class DumpVenueTest implements Serializable {
+	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+
+	private static SparkSession spark;
+
+	private static Path workingDir;
+
+	private static final Logger log = LoggerFactory.getLogger(DumpVenueTest.class);
+
+	@BeforeAll
+	public static void beforeAll() throws IOException {
+		workingDir = Files.createTempDirectory(DumpVenueTest.class.getSimpleName());
+		log.info("using work dir {}", workingDir);
+
+		SparkConf conf = new SparkConf();
+		conf.setAppName(DumpVenueTest.class.getSimpleName());
+
+		conf.setMaster("local[*]");
+		conf.set("spark.driver.host", "localhost");
+		conf.set("hive.metastore.local", "true");
+		conf.set("spark.ui.enabled", "false");
+		conf.set("spark.sql.warehouse.dir", workingDir.toString());
+		conf.set("hive.metastore.warehouse.dir", workingDir.resolve("warehouse").toString());
+
+		spark = SparkSession
+			.builder()
+			.appName(DumpVenueTest.class.getSimpleName())
+			.config(conf)
+			.getOrCreate();
+	}
+
+	@AfterAll
+	public static void afterAll() throws IOException {
+		FileUtils.deleteDirectory(workingDir.toFile());
+		spark.stop();
+	}
+
+	@Test
+	public void testDumpVenueApi() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/")
+			.getPath();
+
+		final String workingDir = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/")
+			.getPath();
+
+		DumpVenue
+			.main(
+				new String[] {
+					"-isSparkSessionManaged", Boolean.FALSE.toString(),
+					"-sourcePath", sourcePath,
+					"-outputPath", "/tmp/",
+					"-workingDir", workingDir
+
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<Venue> datasource = sc
+			.textFile(workingDir.toString() + "Venues")
+			.map(item -> OBJECT_MAPPER.readValue(item, Venue.class));
+
+		Dataset<Venue> datasourceDataset = spark.createDataset(datasource.rdd(), Encoders.bean(Venue.class));
+
+		datasourceDataset
+			.foreach((ForeachFunction<Venue>) d -> System.out.println(OBJECT_MAPPER.writeValueAsString(d)));
+
+	}
+}
diff --git a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromResultJobTest.java b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntitiesJobTest.java
similarity index 74%
rename from dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromResultJobTest.java
rename to dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntitiesJobTest.java
index 7519d84..8677b05 100644
--- a/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromResultJobTest.java
+++ b/dump/src/test/java/eu/dnetlib/dhp/oa/graph/dump/skgif/EmitFromEntitiesJobTest.java
@@ -28,7 +28,7 @@ import eu.dnetlib.dhp.skgif.model.Persons;
 import eu.dnetlib.dhp.skgif.model.Topic;
 
 //@Disabled
-public class EmitFromResultJobTest {
+public class EmitFromEntitiesJobTest {
 
 	private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
 
@@ -36,15 +36,15 @@ public class EmitFromResultJobTest {
 
 	private static Path workingDir;
 
-	private static final Logger log = LoggerFactory.getLogger(EmitFromResultJobTest.class);
+	private static final Logger log = LoggerFactory.getLogger(EmitFromEntitiesJobTest.class);
 
 	@BeforeAll
 	public static void beforeAll() throws IOException {
-		workingDir = Files.createTempDirectory(EmitFromResultJobTest.class.getSimpleName());
+		workingDir = Files.createTempDirectory(EmitFromEntitiesJobTest.class.getSimpleName());
 		log.info("using work dir {}", workingDir);
 
 		SparkConf conf = new SparkConf();
-		conf.setAppName(EmitFromResultJobTest.class.getSimpleName());
+		conf.setAppName(EmitFromEntitiesJobTest.class.getSimpleName());
 
 		conf.setMaster("local[*]");
 		conf.set("spark.driver.host", "localhost");
@@ -55,7 +55,7 @@ public class EmitFromResultJobTest {
 
 		spark = SparkSession
 			.builder()
-			.appName(EmitFromResultJobTest.class.getSimpleName())
+			.appName(EmitFromEntitiesJobTest.class.getSimpleName())
 			.config(conf)
 			.getOrCreate();
 	}
@@ -104,7 +104,7 @@ public class EmitFromResultJobTest {
 			.filter(
 				(FilterFunction<Persons>) p -> p
 					.getLocal_identifier()
-					.equalsIgnoreCase("tmp_person__::2c1eea261f7d9a97ab7ca8c4200781db"))
+					.equalsIgnoreCase("temp_person_::2c1eea261f7d9a97ab7ca8c4200781db"))
 			.first();
 
 		Assertions
@@ -124,7 +124,7 @@ public class EmitFromResultJobTest {
 							&& p.getFamily_name().equalsIgnoreCase("borer")
 							&& !p
 								.getLocal_identifier()
-								.equalsIgnoreCase("tmp_person__::2c1eea261f7d9a97ab7ca8c4200781db"))
+								.equalsIgnoreCase("temp_person_::2c1eea261f7d9a97ab7ca8c4200781db"))
 					.count());
 		Assertions.assertEquals("claudia", claudiaBorer.getGiven_name().toLowerCase());
 		Assertions.assertEquals("borer", claudiaBorer.getFamily_name().toLowerCase());
@@ -157,7 +157,7 @@ public class EmitFromResultJobTest {
 		Dataset<EmitPerManifestation> manifestationDataset = spark
 			.createDataset(manifestation.rdd(), Encoders.bean(EmitPerManifestation.class));
 		manifestationDataset.show(false);
-		Assertions.assertEquals(4, manifestationDataset.count());
+		Assertions.assertEquals(5, manifestationDataset.count());
 
 		Dataset<Topic> topicDataset = spark
 			.createDataset(topics.rdd(), Encoders.bean(Topic.class));
@@ -208,26 +208,50 @@ public class EmitFromResultJobTest {
 			.createDataset(manifestation.rdd(), Encoders.bean(EmitPerManifestation.class));
 		manifestationDataset.show(false);
 
-//		Persons claudiaBorer = personsDataset.filter((FilterFunction<Persons>) p -> p.getLocal_identifier().equalsIgnoreCase("tmp_person__::2c1eea261f7d9a97ab7ca8c4200781db"))
-//				.first();
-//
-//		Assertions.assertEquals(2, personsDataset.filter((FilterFunction<Persons>) p -> p.getGiven_name().equalsIgnoreCase("claudia") && p.getFamily_name().equalsIgnoreCase("borer")).count());
-//		Assertions.assertEquals(1, personsDataset.filter((FilterFunction<Persons>) p -> p.getGiven_name().equalsIgnoreCase("claudia") && p.getFamily_name().equalsIgnoreCase("borer") && !p.getLocal_identifier().equalsIgnoreCase("tmp_person__::2c1eea261f7d9a97ab7ca8c4200781db")).count());
-//		Assertions.assertEquals("claudia", claudiaBorer.getGiven_name().toLowerCase());
-//		Assertions.assertEquals("borer", claudiaBorer.getFamily_name().toLowerCase());
-//
-//		Assertions.assertEquals(2, personsDataset.filter((FilterFunction<Persons>) p -> p.getLocal_identifier().startsWith("person")).count());
-//		Assertions.assertEquals(1, personsDataset.filter((FilterFunction<Persons>) p -> p.getLocal_identifier().startsWith("person") && p.getIdentifiers().get(0).getValue().equals("0000-0002-5597-4916")).count());
-//		Persons orcidPerson = personsDataset.filter((FilterFunction<Persons>) p -> p.getLocal_identifier().startsWith("person") && p.getIdentifiers().get(0).getValue().equals("0000-0002-5597-4916")).first();
-//		Assertions.assertEquals("M.", orcidPerson.getGiven_name());
-//		Assertions.assertEquals("Kooi", orcidPerson.getFamily_name());
-//		Assertions.assertEquals(1, orcidPerson.getIdentifiers().size());
-//		Assertions.assertEquals("orcid", orcidPerson.getIdentifiers().get(0).getScheme());
-//		Assertions.assertEquals("0000-0002-5597-4916", orcidPerson.getIdentifiers().get(0).getValue());
-//
+	}
 
-//		Assertions.assertEquals(4, manifestationDataset.count());
-//
+	@Test
+	public void testEmitFromResultApiSubset() throws Exception {
+		final String sourcePath = getClass()
+			.getResource("/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/")
+			.getPath();
+
+		EmitFromEntities
+			.main(
+				new String[] {
+					"-isSparkSessionManaged", Boolean.FALSE.toString(),
+					"-sourcePath", sourcePath,
+					"-outputPath", workingDir.toString() + "/result/",
+					"-workingDir", workingDir.toString() + "/"
+
+				});
+
+		final JavaSparkContext sc = JavaSparkContext.fromSparkContext(spark.sparkContext());
+
+		JavaRDD<Persons> persons = sc
+			.textFile(workingDir.toString() + "/result/Persons")
+			.map(item -> OBJECT_MAPPER.readValue(item, Persons.class));
+		org.apache.spark.sql.Dataset<Persons> personsDataset = spark
+			.createDataset(persons.rdd(), Encoders.bean(Persons.class));
+
+		personsDataset.foreach((ForeachFunction<Persons>) p -> System.out.println(OBJECT_MAPPER.writeValueAsString(p)));
+
+		JavaRDD<Topic> topics = sc
+			.textFile(workingDir.toString() + "/result/Topic")
+			.map(item -> OBJECT_MAPPER.readValue(item, Topic.class));
+		Dataset<Topic> topicDataset = spark
+			.createDataset(topics.rdd(), Encoders.bean(Topic.class));
+		// Assertions.assertEquals(3, topicDataset.count());
+
+		topicDataset.foreach((ForeachFunction<Topic>) t -> System.out.println(OBJECT_MAPPER.writeValueAsString(t)));
+
+		JavaRDD<EmitPerManifestation> manifestation = sc
+			.textFile(workingDir.toString() + "/publication/manifestation")
+			.map(item -> OBJECT_MAPPER.readValue(item, EmitPerManifestation.class));
+
+		Dataset<EmitPerManifestation> manifestationDataset = spark
+			.createDataset(manifestation.rdd(), Encoders.bean(EmitPerManifestation.class));
+		manifestationDataset.show(false);
 
 	}
 }
diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/dataset b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/dataset
new file mode 100644
index 0000000..9ec9265
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/dataset
@@ -0,0 +1,54 @@
+{"geolocation": [{"box": "", "place": "", "point": ""}], "dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "resourcetype": {"classid": "dataset", "classname": "dataset", "schemename": "dnet:dataCite_resource", "schemeid": "dnet:dataCite_resource"}, "pid": [], "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "relevantdate": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "qualifier": {"classid": "issued", "classname": "issued", "schemename": "dnet:dataCite_date", "schemeid": "dnet:dataCite_date"}, "value": "1987-01-01"}], "contributor": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Federated Research Data Repository"}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "D\u00e9p\u00f4t f\u00e9d\u00e9r\u00e9 de donn\u00e9es de recherche"}], "id": "50|475c1990cbb2::100f1774e6061b0926892da5e93d6c9d", "description": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "This airborne or shipborne geophysical survey recorded the following parameters: Total Field Magnetic, Radiometric, Very Low Frequency. The flight line spacing is 1000 m for a total of 7058 kilometres. The survey was flown between 1986-10-22 and 1986-11-12. The data were Digitally acquired. Platform: Fixed-wing."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Les donn\u00e9es enregistr\u00e9es durant ce lev\u00e9 g\u00e9ophysique a\u00e9roport\u00e9 ou marin sont : Champ magn\u00e9tique total, Radiom\u00e9trique, tr\u00e8s basse fr\u00e9quence. L'espacement des lignes est de 1000 m pour un total de 7058 kilom\u00e8tres. Le lev\u00e9 a \u00e9t\u00e9 effectu\u00e9 pendant la p\u00e9riode allant de 1986-10-22 et 1986-11-12. Les donn\u00e9es furent Enregistr\u00e9es num\u00e9riquement. Plat-forme : Avion."}], "lastupdatetimestamp": 1708723251917, "author": [{"surname": "", "name": "", "pid": [], "rank": 1, "affiliation": [], "fullname": "Natural Resources Canada | Ressources naturelles Canada"}], "collectedfrom": [{"value": "Federated Research Data Repository / D\u00e9p\u00f4t f\u00e9d\u00e9r\u00e9 de donn\u00e9es de recherche", "key": "10|openaire____::3795d6478e30e2c9f787d427ff160944"}], "instance": [{"refereed": {"classid": "0002", "classname": "nonPeerReviewed", "schemename": "dnet:review_levels", "schemeid": "dnet:review_levels"}, "hostedby": {"value": "Federated Research Data Repository / D\u00e9p\u00f4t f\u00e9d\u00e9r\u00e9 de donn\u00e9es de recherche", "key": "10|openaire____::3795d6478e30e2c9f787d427ff160944"}, "license": {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "http://open.canada.ca/en/open-government-licence-canada"}, "url": ["https://open.canada.ca/data/en/dataset/0f92fad3-ed1b-5033-b935-c7d43762acfd"], "pid": [], "instanceTypeMapping": [{"originalType": "Dataset", "typeLabel": "dataset", "vocabularyName": "openaire::coar_resource_types_3_1", "typeCode": "http://purl.org/coar/resource_type/c_ddb1"}], "alternateIdentifier": [], "dateofacceptance": {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "1987-01-01"}, "collectedfrom": {"value": "Federated Research Data Repository / D\u00e9p\u00f4t f\u00e9d\u00e9r\u00e9 de donn\u00e9es de recherche", "key": "10|openaire____::3795d6478e30e2c9f787d427ff160944"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "instancetype": {"classid": "0021", "classname": "Dataset", "schemename": "dnet:publication_resource", "schemeid": "dnet:publication_resource"}}], "storagedate": {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "1987-01-01"}, "dateofcollection": "2023-06-19T00:06:54+0000", "metaResourceType": {"classid": "Research Data", "classname": "Research Data", "schemename": "openaire::meta_resource_types", "schemeid": "openaire::meta_resource_types"}, "dateoftransformation": "2023-06-19T01:58:20.857Z", "dateofacceptance": {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": 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The recurrence of these mutations indicates that they may drive lymphoma development. However, inferring the mechanisms by which they may drive lymphoma development was complicated by our limited understanding of MEF2B\u2019s normal functions. To expand our understanding of the cellular activities of wildtype (WT) and mutant MEF2B, I developed and addressed two hypotheses: (1) identifying genes regulated by WT MEF2B will allow identification of cellular phenotypes affected by MEF2B activity and (2) contrasting the DNA binding sites, effects on gene expression and effects on cellular phenotypes of mutant and WT MEF2B will help refine hypotheses about how MEF2B mutations may contribute to lymphoma development. To address these hypotheses, I first identified genome-wide WT MEF2B binding sites and transcriptome-wide gene expression changes mediated by WT MEF2B. Using these data I identified and validated novel MEF2B target genes.  I found that target genes of MEF2B included the cancer genes MYC, TGFB1, CARD11, NDRG1, RHOB, BCL2 and JUN.  Identification of target genes led to findings that WT MEF2B promotes expression of mesenchymal markers, promotes HEK293A cell migration, and inhibits DLBCL cell chemotaxis. I then investigated how K4E, Y69H and D83V mutations change MEF2B\u2019s activity. I found that K4E, Y69H and D83V mutations decreased MEF2B DNA binding and decreased MEF2B\u2019s capacity to promote gene expression in both HEK293A and DLBCL cells. These mutations also reduced MEF2B\u2019s capacity to alter HEK293A and DLBCL cell movement. From these data, I hypothesize that MEF2B mutations may promote DLBCL and FL development by reducing expression of MEF2B target genes that would otherwise function to help confine germinal centre B-cells to germinal centres. Overall, my research demonstrates how observations from genome-scale data can be used to identify cellular effects of candidate driver mutations. 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We performed microarray gene expression analysis on lung tissue of BC supplemented beta-carotene 15,150-monooxygenase 1 knockout (Bcmo1-/-) mice, which are\u2014like humans\u2014able to accumulate BC. Our main observation was that the genes were regulated in an opposite direction in male and female Bcmo1-/- mice by BC. The steroid biosynthetic pathway was overrepresented in BC-supplemented male Bcmo1-/- mice. Testosterone levels were higher after BC supplementation only in Bcmo1-/- mice, which had, unlike wild-type (Bcmo1+/+) mice, large variations. We hypothesize that BC possibly affects hormone synthesis or metabolism. Since sex hormones influence lung cancer risk, these data might contribute to an explanation for the previously found increased lung cancer risk after BC supplementation (ATBC and CARET studies). Moreover, effects of BC may depend on the presence of frequent human BCMO1 polymorphisms, since these effects were not found in wild-type mice. Overall design: The experimental setup has been described previously for females and males (Van Helden et al., CMLS 2010 and Carcinogenesis, 2011, resp.). Twelve female (fe) and 12 male (ma) B6129SF1 (Bcmo1+/+) and 12 female and 12 male B6;129S-Bcmo1tm1dnp (Bcmo1-/-) mice were used for the dietary intervention, which was conducted in accordance with the German animal protection laws by the guidelines of the local veterinary authorities. During the breeding and weaning periods of the mice, mothers were maintained on KLIBA 3430 chow containing 14,000 IU vitamin A/kg diet (Provima Kliba AG, Kaiseraugst, Switzerland). Five-week-old female and male Bcmo1+/+ and Bcmo1-/- mice were caged in groups containing two to four siblings per group and were maintained under environmentally controlled conditions (temperature 24 C, 12 h/12 h light/dark cycle). Mice had ad libitum access to feed and water. Basic feed consisted of the pelletized diet D12450B (Research Diets Inc, USA) with a fat content of 10%. The diet was modified to contain 1,500 IU vitamin A/kg of diet, which is a vitamin A-sufficient diet, and the control diet (control) was supplemented with water-soluble vehicle beadlets (DSM Nutritional Products Ltd., Basel, Switzerland) containing DL-alpha-tocopherol and ascorbyl palmitate as stabilizers, as well as carriers such as gelatin, corn oil, sucrose and starch. The BC diet (BC) was supplemented with identical water-soluble beadlets containing BC (DSM Nutritional Products Ltd., Basel, Switzerland) to generate 150 mg BC/kg diet. Beadlets were added by the manufacturer before low temperature pelletting. Feed pellets were color marked and stored at 4 C in the dark. After 14 weeks of dietary intervention, mice were killed after isoflurane and ketamin anesthesia and blood and lung tissue isolated. 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Although macrophages and dendritic cells (DCs) have been proposed to drive the psoriatic cascade, their largely overlapping phenotype hampered studying their respective role. Topical application of Imiquimod, a Toll-like receptor 7 agonist, induces psoriasis in patients and psoriasiform inflammation in mice. We showed that daily application of Imiquimod for 14 days recapitulated both the initiation and the maintenance phase of psoriasis. Based on our ability to discriminate Langerhans cells (LCs), conventional DCs, monocytes, monocyte-derived DCs and macrophages in the skin, we characterized their dynamics during both phases of psoriasis. During the initiation phase, neutrophils infiltrated the epidermis whereas monocytes and monocyte-derived DCs were predominant in the dermis. During the maintenance phase, LCs and macrophage numbers increased in the epidermis and dermis, respectively. LC expansion resulted from local proliferation, a conclusion supported by transcriptional analysis. 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These cells are able to constrain exacerbated inflammation by inhibiting T cell mediated responses and maturation of antigen presenting cells. In allergic diseases, observations that increase of regulatory B cells is necessary for allergen tolerance suggest that development of allergic asthma would be associated with a defect in the regulatory B cells compartment. Objective: We sought to (i) characterize regulatory IL-10+ regulatory B cell subset in Balb/c mice by microarray and flow cytometry and (ii) investigate their regulatory capacity in vivo in a house dust mite model of allergic asthma. Results: We identified an IL-10 producing B cells subset able to control T cell proliferation in vitro in both control and asthmatic mice. This subset is decreased in allergic mice. IL-10+ Breg cells express high levels of CD9 and upregulate CD70 and CD73 after activation. Expression of CD9 allows identifying more than 50% of Bregs. Interestingly CD9+ B cells inhibit TH2-TH17 allergic airway inflammation in vivo after adoptive transfer in an IL-10 dependent manner. Conclusions: Herein, we demonstrate that induction of allergic asthma dampens the generation of Bregs contributing to exacerbated airway inflammation. We identified a distinct CD9+ Breg-cell population decreased in lung of HDM mice and able to control asthma and allergic airway inflammation by producing IL-10 after adoptive transfer. This study points B cells as an interesting therapeutic target in allergic asthma. 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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/datasource b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/datasource
new file mode 100644
index 0000000..47271d9
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/datasource
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\ No newline at end of file
diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/organization b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/organization
new file mode 100644
index 0000000..7b9bb4a
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/organization
@@ -0,0 +1,34 @@
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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/otherresearchproduct b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/otherresearchproduct
new file mode 100644
index 0000000..7f1a49f
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/otherresearchproduct
@@ -0,0 +1,32 @@
+{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "resourcetype": {"classid": "report", "classname": "report", "schemename": "dnet:dataCite_resource", "schemeid": "dnet:dataCite_resource"}, "pid": [], "bestaccessright": {"classid": "CLOSED", "classname": "Closed Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "relevantdate": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "qualifier": {"classid": "issued", "classname": "issued", "schemename": "dnet:dataCite_date", "schemeid": "dnet:dataCite_date"}, "value": "2014-01-01"}], "contributor": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Energy and Law"}], "id": "50|59796a29bd90::390b69a1e20d5af206fd6849c9b97d13", "description": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "What will determine if power to gas will be an important technology in the energy transition over the next years? One can look at the development of a technology as a process that takes place in a technological innovation system (TIS). The TIS includes all actors and institutions that are involved in the development, diffusion and utilization of a technology. For a technology to develop successfully the TIS should fulfil several functions. For power to gas technology several pilot projects are realized, studies are carried out and funds are available both for projects as for research. The functions called entrepreneurial activities, knowledge development, knowledge exchange and resource mobilization are all met. The function that faces the most problems is called market formation. There is not yet a regulatory framework for power to gas. Investors in power to gas also need to be rewarded for the benefits that they realize such as the avoided capital cost of extra infrastructure, the enabling of maximum utilization of renewable electricity and the increase in renewable content of the gas networks. 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VIPs have high mortality and morbidity and the benefits of ICU admission are frequently questioned. Sepsis incidence has risen in recent years and identification of outcomes is of considerable public importance. We aimed to determine whether VIPs admitted for sepsis had different outcomes than those admitted for other acute reasons and identify potential prognostic factors for 30-day survival. RESULTS: This prospective study included VIPs with Sequential Organ Failure Assessment (SOFA) scores\u2009\u2265\u20092 acutely admitted to 307 ICUs in 21 European countries. Of 3869 acutely admitted VIPs, 493 (12.7%) [53.8% male, median age 83 (81-86) years] were admitted for sepsis. Sepsis was defined according to clinical criteria; suspected or demonstrated focus of infection and SOFA score\u2009\u2265\u20092 points. Compared to VIPs admitted for other acute reasons, VIPs admitted for sepsis were younger, had a higher SOFA score (9 vs. 7, p\u2009<\u20090.0001), required more vasoactive drugs [82.2% vs. 55.1%, p\u2009<\u20090.0001] and renal replacement therapies [17.4% vs. 9.9%; p\u2009<\u20090.0001], and had more life-sustaining treatment limitations [37.3% vs. 32.1%; p\u2009=\u20090.02]. Frailty was similar in both groups. Unadjusted 30-day survival was not significantly different between the two groups. After adjustment for age, gender, frailty, and SOFA score, sepsis had no impact on 30-day survival [HR 0.99 (95% CI 0.86-1.15), p\u2009=\u20090.917]. Inverse-probability weight (IPW)-adjusted survival curves for the first 30 days after ICU admission were similar for acute septic and non-septic patients [HR: 1.00 (95% CI 0.87-1.17), p\u2009=\u20090.95]. A matched-pair analysis in which patients with sepsis were matched with two control patients of the same gender with the same age, SOFA score, and level of frailty was also performed. A Cox proportional hazard regression model stratified on the matched pairs showed that 30-day survival was similar in both groups [57.2% (95% CI 52.7-60.7) vs. 57.1% (95% CI 53.7-60.1), p\u2009=\u20090.85]. CONCLUSIONS: After adjusting for organ dysfunction, sepsis at admission was not independently associated with decreased 30-day survival in this multinational study of 3869 VIPs. 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These tecniques are based in similarities of items (item-based), similarities of users (user-based), matrix factorization and finally based of deep learning architectures. These are applied to a real problem of recommending clothing products based on users purchases in which it will need to determine which 12 products are most likely to buy."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Los sistemas recomendadores hoy en d\u00eda est\u00e1n muy presentes en internet, por lo que han cambiado la forma en que las personas descubren y consumen nuevos contenidos o productos. 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As\u00ed, se ha dise\u00f1ado una ruta sint\u00e9tica in-situ basada en la Qu\u00edmica de la Coordinaci\u00f3n Sol-Gel con gran versatilidad, que ha permitido preparar diferentes tipos de materiales h\u00edbridos fotoactivos de s\u00edlice y de titania. El estudio comparativo realizado entre los materiales sintetizados mediante la nueva aproximaci\u00f3n in-situ y los obtenidos a partir de estrategias post-sint\u00e9ticas tradicionales, nos ha permitido mostrar la versatilidad y fortaleza de este nuevo m\u00e9todo sint\u00e9tico. Con este fin, se han sintetizado y caracterizado diversos compuestos cati\u00f3nicos de Ir(III) y Pt(II) de estequiometria [Ir(C^N)2L2]+ y [Pt(C^N)L2]+, respectivamente, donde C^N se corresponde con ligandos ciclometalados, y L con ligandos neutros de tipo bipiridina o fosfina funcionalizados con grupos trialcoxisilano (PPTES = PPh2(CH2)2Si(OEt)3, dasipy = 4,4\u2019-[CONH(CH2)3Si(OEt)3]2-bipiridina). Tras el estudio completo de sus propiedades f\u00edsicas y \u00f3pticas, se ha llevado a cabo la s\u00edntesis de los correspondientes materiales mesoporosos h\u00edbridos organometallo-silica, mediante la ruta in-situ. Esta t\u00e9cnica se ha podido adaptar exitosamente a crom\u00f3foros organomet\u00e1licos con caracter\u00edsticas estructurales y electr\u00f3nicas diferentes (geometr\u00edas octa\u00e9dricas o plano-cuadradas, derivados cati\u00f3nicos o neutros, con uno o varios grupos alcoxisilano). Adem\u00e1s, introduciendo peque\u00f1as modificaciones en las condiciones de reacci\u00f3n, se han podido obtener materiales h\u00edbridos luminiscentes de base sil\u00edcea que presentan diferentes morfolog\u00edas y propiedades texturales. As\u00ed, se han preparado desde materiales macrosc\u00f3picos nanoestructurados (SiO2_P y SiO2_G), a nanopart\u00edculas discretas con acabados superficiales distintos (NPOH, NPMe y NPAPTES). En general, los materiales h\u00edbridos obtenidos presentan propiedades fotof\u00edsicas mejoradas, incrementando, adem\u00e1s, la estabilidad de los crom\u00f3foros organomet\u00e1licos incorporados. Esta metodolog\u00eda es relativamente flexible y permite obtener materiales que mimetizan el comportamiento emisivo de los crom\u00f3foros en estado s\u00f3lido o en disoluci\u00f3n, dependiendo de la concentraci\u00f3n y condiciones de reacci\u00f3n empleados. Todas estas caracter\u00edsticas han permitido utilizar estos materiales en una gran variedad de aplicaciones como geles luminiscentes \u00f3pticamente transparentes, dispositivos emisores de luz o biomarcadores. As\u00ed, y gracias a la colaboraci\u00f3n que mantenemos con los grupos de investigaci\u00f3n del Prof. Javier Garc\u00eda-Mart\u00ednez (Universidad de Alicante), el Dr. Rub\u00e9n D. Costa (IMDEA Materiales, Madrid) y el Dr. Jos\u00e9 Manuel Garc\u00eda Pichel (Centro de Investigaci\u00f3n Biom\u00e9dica de La Rioja, CIBIR), hemos podido probar estos materiales h\u00edbridos como sustratos en la fabricaci\u00f3n de LEDs emisores de luz blanca y como biomarcadores. Por otro lado, se ha conseguido adaptar la estrategia sint\u00e9tica de la Qu\u00edmica de la Coordinaci\u00f3n Sol-Gel a la preparaci\u00f3n de materiales basados en titania. Para ello, se han sintetizado dos derivados de Ir(III) y Ru(II), debidamente funcionalizados con grupos carboxilato, [Ir(ppy)2(3,3\u2019-H2dcbpy)]PF6 y [Ru(4,4\u2019-H2dcbpy)2(NCS)2]. Su posterior reacci\u00f3n de condensaci\u00f3n con la fuente de titania, TBOT, ha permitido obtener unos materiales h\u00edbridos (TiO2_IS) con saltos electr\u00f3nicos m\u00e1s peque\u00f1os que los correspondientes a la titania de control y a materiales similares obtenidos mediante t\u00e9cnicas post-sint\u00e9ticas (TiO2_G). Todo ello afecta positivamente a su actividad fotocatal\u00edtica, no solo bajo irradiaci\u00f3n UV sino tambi\u00e9n bajo luz visible. Este hecho, sin precedentes en la bibliograf\u00eda, permite ampliar el abanico de posibilidades a la hora de dise\u00f1ar materiales semiconductores fotoactivos altamente estables, con posibilidad de reutilizaci\u00f3n tras varios ciclos catal\u00edticos de fotodegradaci\u00f3n de materia org\u00e1nica. Estas caracter\u00edsticas se atribuyen a la buena integraci\u00f3n de los complejos fotoactivos en la matriz de anatasa, que les confiere una alta protecci\u00f3n y una estabilidad excepcional. En conjunto, creemos que todas estas caracter\u00edsticas, junto con la facilidad de modular las condiciones de reacci\u00f3n y la protecci\u00f3n adicional que la matriz inorg\u00e1nica confiere a los crom\u00f3foros incorporados, suponen un avance importante y un gran potencial a la hora de dise\u00f1ar diferentes tipos de sistemas fotoactivos."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Along this PhD work, we have manifested the importance of incorporating photoactive materials into inorganic matrices, with the aim of improving their properties and expanding their potential applications. In this sense, it has been designed a synthetic route based on the Sol-Gel Coordination Chemistry with a great versatility, allowing us to obtain different types of photoactive hybrid silica- and titania-based materials. Comparative studies performed between materials prepared following the new in-situ approach and those obtained by post-synthetic strategies allowed us to show their more notable strengths. With this aim, we have synthetized and characterized several cationic Ir(III) and Pt(II) complexes of the type [Ir(C^N)2L2]+ and [Pt(C^N)L2]+, respectively, where C^N corresponds to cyclometalated ligands, and L to neutral bipyridine and phosphine ligands functionalized with trialkoxysilane groups (PPTES = PPh2(CH2)2Si(OEt)3, dasipy = 4,4\u2019-[CONH(CH2)3Si(OEt)3]2-bipyridine). After the study of their photophysical properties, we prepared the corresponding hybrid organometallo-silica materials following the in-situ approximation. It has been demonstrated that this technique can be easily adapted to chromophores with different structural and electronic features (octahedral or square-planar geometries, cationic or neutral derivatives, with one or several alkoxysilane groups). In addition, using a single silica source (TEOS) and just slightly modifying the reaction conditions, luminescent hybrid silica-based materials with different morphologies and textural properties have been obtained. Thus, we have prepared macroscopic nanostructured materials (SiO2_P and SiO2_G) and discrete nanoparticles with different superficial modifications (NPOH, NPMe and NPAPTES). Generally, the new hybrid materials display better physical properties and stabilities than those of the organometallic chromophores incorporated. This methodology is relatively flexible and has allowed us to obtain materials that mimic the photoemission of the organometallic precursor in the solid state or in solution, depending on the concentration used. All these features allowed us to use these hybrid silica materials in a wide range of topics as optically transparent gels, light emitting devices or biomarkers. Thus, and thanks to collaborations with the research groups of Dr. Rub\u00e9n D. Costa (IMDEA Materiales, Madrid) and Dr. Jos\u00e9 Manuel Garc\u00eda Pichel (Centro de Investigaci\u00f3n Biom\u00e9dica de La Rioja, CIBIR), we have tested the silicas as substrates for the fabrication of white-emitting LEDs and as biomarkers, respectively. On the other hand, we have successfully adapted this Sol-Gel Coordination Chemistry approach to the preparation of titania-based materials. With is aim, we synthetized two Ir(III) and Ru(II) complexes, bearing bipyridine ligands with carboxylic groups, [Ir(ppy)2(3,3\u2019-H2dcbpy)]PF6 y [Ru(4,4\u2019-H2dcbpy)2(NCS)2]. The condensation reaction between them and TBOT yield hybrid titania materials (TiO2_IS) with narrower band gaps than those observed for the complex-free control titania and for other materials obtained following post-synthetic techniques (TiO2_G). All these features are the responsible of their improved photocatalytic performance, not only under UV light but also under visible irradiation. This fact, unprecedented in the bibliography, allows to broaden the possibilities for the design of new and stable photoactive materials, able to be used after several catalytic cycles for the photodegradation of organic compounds. This improved stability should be attributed to the good integration of the photoactive complexes inside the anatase matrix, which provides them with additional protection and stability. 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GRIC - Grup de Recerca i Innovaci\u00f3 de la Construcci\u00f3"}], "id": "50|RECOLECTA___::2694fc6101c2a0454d91fa047997ea57", "description": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Building condition assessment requires the integration of various types of data such as building characteristics, the properties of elements/systems and maintenance records. Previous research has focused on identifying these data and developing a building condition risk assessment model based on Bayesian networks (BN). However, due to interoperability issues, the process of transferring the data is performed manually, which requires considerable time and effort. To address this issue, this paper presents a data model to integrate the building condition risk assessment model into BIM. The proposed data model is implemented in existing software as a case study and tested and evaluated on three scenarios. Addressing interoperability will leverage the BIM tool as a data re- pository to automate the data transfer process and improve its consistency and reliability. It will also enable BIM to be a more effective tool for building condition and causality analysis visualization."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "This work was supported by Ag\u00e8ncia de Gesti\u00f3 d\u2019Ajuts Universitaris i de Recerca (AGAUR) from Generalitat de Catalunya under Grant 2019 FI_B00064"}], "eoscifguidelines": [], "author": [{"surname": "Alavi", "fullname": "Alavi, Hamidreza", "pid": [], "name": "Hamidreza", "rank": 1}, {"surname": "Bortolini", "fullname": "Bortolini, Rafaela", "pid": [], "name": "Rafaela", "rank": 2}, {"surname": "Forcada Matheu", "fullname": "Forcada Matheu, N\u00faria", "pid": [], "name": "Nu\u0301ria", "rank": 3}], "contactgroup": [], "collectedfrom": [{"value": "Recolector de Ciencia Abierta, 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The application of various circular strategies for insulating glass units (IGU\u2019s) is rising. The product age will give an indication of the remaining life-time of an IGU, but a method which includes screening a technical quality is needed to check if an IGU is indeed suitable for re-use on a high level of circularity. In this study the argon concentration is suggested as discriminative quality. Energy efficient double glazing applied in windows of buildings situated in The Netherlands were studied. Product codes were noted and unraveled. Measurements were performed using the Sparklike Laser Portable, a non-invasive argon measuring device, which generates argon concentration, glass thickness and cavity width values. In addition, measurements were performed with a Glass Check thickness meter. The resulting data were analyzed. Measuring errors were explored and used to setup a testing procedure. 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Que sientan que nuestra firma significa, \u201cHoy puede      ser un gran d\u00eda\u201d.      No solo abarcamos el mundo de la moda, hemos      expandido la actividad a otros sectores de      producci\u00f3n, por ejemplo, carcasas para m\u00f3viles,      cuadernos, cojines, etc. pre-print 11489 KB"}], "eoscifguidelines": [], "author": [{"surname": "Del Castillo Almorox", "fullname": "Del Castillo Almorox, Beatriz", "pid": [], "name": "Beatriz", "rank": 1}], "contactgroup": [], "collectedfrom": [{"value": "Recolector de Ciencia Abierta, RECOLECTA", "key": "10|openaire____::4cb2a3eb94033446c37331f60fad0847"}], "instance": [{"refereed": {"classid": "0002", "classname": "nonPeerReviewed", "schemename": "dnet:review_levels", "schemeid": "dnet:review_levels"}, "hostedby": {"value": "Recolector de Ciencia Abierta, RECOLECTA", "key": "10|openaire____::4cb2a3eb94033446c37331f60fad0847"}, "license": {"dataInfo": {"deletedbyinference": false, "provenanceaction": {"classid": "sysimport:crosswalk", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": 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Una de ellas es la conformada por aquellas amenazas que emplean el factor nuclear como medio de sembrar el terror, especialmente significada por su impacto y consecuencias sobre todos los \u00e1mbitos que conforman el modus vivendi de las actuales sociedades del bienestar y del desarrollo. Es por ello por lo que se hace necesario dedicarle su propio apartado y ce\u00f1irse al mismo, sin perder de vista la perspectiva general, pero circunscribi\u00e9ndose a \u00e9l de modo que su realidad espec\u00edfica sea la que marque los l\u00edmites en los que habr\u00e1 de moverse la presente investigaci\u00f3n. El contexto de esta investigaci\u00f3n, que impone el marco y el alcance de la misma, queda limitado a la incidencia que ha tenido y mantiene el factor nuclear en la actividad terrorista y a su posible evoluci\u00f3n, as\u00ed como a los medios y medidas de los que se han dotado los Estados y organizaciones supranacionales para estar en condiciones de poder afrontar esa amenaza, haci\u00e9ndose adem\u00e1s un estudio particular del caso de Espa\u00f1a. Es necesario indicar que se atender\u00e1 no solo la amenaza estrictamente denominada como nuclear, sino que adem\u00e1s se dedicar\u00e1 el mismo esfuerzo al estudio y comprensi\u00f3n del peligro que supone el empleo de materiales radiactivos en la comisi\u00f3n de atentados."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "Tesis Univ. 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Problemas como la desaparici\u00f3n o explosi\u00f3n de gradientes, el sobreajuste y los elevados requisitos computacionales dificultan el proceso de entrenamiento. El preentrenamiento ha surgido como una alternativa interesante a estos problemas, ya que proporciona a la red inicializaciones significativas. Sin embargo, los m\u00e9todos de preentrenamiento existentes pueden ser costosos desde el punto de vista computacional, especialmente para grandes conjuntos de datos y arquitecturas profundas. Este proyecto explora el uso de algoritmos gen\u00e9ticos con codificaci\u00f3n real (RCGA, Real-Coded Genetic Algorithms) para el preentrenamiento de redes neuronales profundas. Los RCGA son algoritmos de optimizaci\u00f3n inspirados en la evoluci\u00f3n natural y la gen\u00e9tica que permiten manejar par\u00e1metros con valores reales. Al explotar las capacidades de b\u00fasqueda evolutiva de los RCGA, el proceso de preentrenamiento pretende lograr una convergencia m\u00e1s r\u00e1pida, una mayor generalizaci\u00f3n y un mejor rendimiento general. Para lograrlo, se siguen cuatro subtareas: recopilaci\u00f3n del conjunto de datos, dise\u00f1o de la red neuronal para el entrenamiento, desarrollo del entorno de trabajo de los algoritmos gen\u00e9ticos con codificaci\u00f3n real utilizando el Cruce Morfol\u00f3gico Matem\u00e1tico y evaluaci\u00f3n del rendimiento de los RCGA. El conjunto de datos Median House Value se utiliza para evaluar la tarea de regresi\u00f3n y para la tarea de clasificaci\u00f3n se usa el conjunto de datos del problema OR exclusivo. El an\u00e1lisis se realiza tanto para las ejecuciones con s\u00f3lo RCGA como para las ejecuciones de afinamiento. Las conclusiones destacan el impacto significativo de los hiperpar\u00e1metros RCGA en la eficacia del preentrenamiento, lo que indica el potencial de los RCGA como m\u00e9todo de regularizaci\u00f3n para abordar el sobreajuste. Sin embargo, es necesario seleccionar cuidadosamente los hiperpar\u00e1metros para evitar la explosi\u00f3n de gradiente en determinados algoritmos de retropropagaci\u00f3n del gradiente. ABSTRACT Deep neural networks have shown remarkable ability to learn complex patterns and representations from data, but training them becomes increasingly challenging as the depth of the network and the size of the dataset increase. Problems such as vanishing or exploding gradients, overfitting, and high computational requirements hinder the training process. Pre-training has emerged as a promising solution to address these challenges by providing meaningful initialisations for the network. However, existing pre-training methods can be computationally expensive, especially for large datasets and deep architectures. This project explores the use of Real-Coded Genetic Algorithms (RCGAs) for pretraining deep neural networks. RCGAs are optimisation algorithms inspired by natural evolution and genetics and are suitable for handling real-valued parameters. By exploiting the evolutionary search capabilities of RCGAs, the pre-training process aims to achieve faster convergence, improved generalisation and better overall performance. To achieve this, four subtasks are followed: dataset collection, neural network design for training, development of the Real-Coded Genetic Algorithms framework using the Mathematical Morphology Crossover, and performance evaluation of the Real-Coded Genetic Algorithms. The Median House Value dataset is used to evaluate the regression task and for the classification task the exclusive OR problem dataset is used. The analysis is performed for both RCGA-only and fine-tuned executions. The conclusions highlight the significant impact of the RCGA hyperparameters on the pre-training effectiveness, indicating the potential of RCGAs as a regularisation method to address overfitting. 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"key": "10|openaire____::4cb2a3eb94033446c37331f60fad0847"}, "url": ["https://ddd.uab.cat/record/249551"], "pid": [], "instanceTypeMapping": [{"originalType": "http://purl.org/coar/resource_type/c_bdcc", "typeLabel": "master thesis", "vocabularyName": "openaire::coar_resource_types_3_1", "typeCode": "http://purl.org/coar/resource_type/c_bdcc"}, {"originalType": "http://purl.org/coar/resource_type/c_bdcc", "typeLabel": "Thesis", "vocabularyName": "openaire::user_resource_types", "typeCode": "Thesis"}], "distributionlocation": "", "alternateIdentifier": [], "collectedfrom": {"value": "Recolector de Ciencia Abierta, RECOLECTA", "key": "10|openaire____::4cb2a3eb94033446c37331f60fad0847"}, "accessright": {"classid": "OPEN", "classname": "Open Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "instancetype": {"classid": "0020", "classname": "Other ORP type", "schemename": "dnet:publication_resource", "schemeid": "dnet:publication_resource"}}], "dateofcollection": "2023-12-04T15:29:33+0000", "metaResourceType": {"classid": "Research Literature", "classname": "Research Literature", "schemename": "openaire::meta_resource_types", "schemeid": "openaire::meta_resource_types"}, "fulltext": [], "dateoftransformation": "2023-12-13T14:30:47.714Z", "description": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "The aim of this dissertation is to see if students' global communicative competence improves by engaging them with real-life topics from the UN 2030 Agenda. This research attempts to explore whether real-life topics motivate students more than topics in textbooks, whether Task-Based Language Teaching (TBLT) is a better method to teach Sustainable Development Goals (SDGs) than English books, and whether students improve their high-order skills by engaging them in real-life topics. In order to conduct the research, a nine-session teaching unit based on one of the SDGs was implemented. Qualitative and quantitative analysis of two questionnaires and two participation levels support the use of a TBLT teaching unit based on real-life topics to improve students' participation, motivation and high-order skills. An interview with the English teacher of the target student group was as well analysed to establish correlations. This work is consistent with previous studies and corroborates the findings that suggest participation and motivation are essential for students' progress. Finally, these findings pave the way for a more in-depth analysis on how to best choose topics, textbooks, and teaching methodologies that compel students to improve their global communicative competence."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "L'objectiu d'aquesta tesi \u00e9s comprovar si la compet\u00e8ncia comunicativa global dels estudiants millora a trav\u00e9s d'utilitzar temes de l'Agenda 2030. Per tant, aquesta recerca explora si temes de la vida real motiven els estudiants m\u00e9s que els temes dels llibres de text, si TBLT \u00e9s un millor m\u00e8tode per ensenyar que els llibres de text, i si els estudiants milloren les habilitats cognitives superiors a trav\u00e9s de motivar-los amb temes de la vida real. Per tal de poder fer aix\u00f2, una unitat did\u00e0ctica de nou sessions basada en un dels ODS s'ha implementat. Els resultats dels dos q\u00fcestionaris i els nivells de participaci\u00f3 observats en l'an\u00e0lisi qualitativa i quantitativa confirmen que la participaci\u00f3, motivaci\u00f3 L'objectiu d'aquesta tesi \u00e9s comprovar si la compet\u00e8ncia comunicativa global dels estudiants millora a trav\u00e9s d'utilitzar temes de l'Agenda 2030. Per tant, aquesta recerca explora si temes de la vida real motiven els estudiants m\u00e9s que els temes dels llibres de text, si TBLT \u00e9s un millor m\u00e8tode per ensenyar que els llibres de text, i si els estudiants milloren les habilitats cognitives superiors a trav\u00e9s de motivar-los amb temes de la vida real. Per tal de poder fer aix\u00f2, una unitat did\u00e0ctica de nou sessions basada en un dels ODS s'ha implementat. Els resultats dels dos q\u00fcestionaris i els nivells de participaci\u00f3 observats en l'an\u00e0lisi qualitativa i quantitativa confirmen que la participaci\u00f3, motivaci\u00f3 i habilitats cognitives superiors dels estudiants milloren amb una unitat did\u00e0ctica TBLT basada en un tema de la vida real. Una entrevista amb una professora d'angl\u00e8s del grup on es va implementar la unitat did\u00e0ctica tamb\u00e9 ha estat analitzada per establir correlacions. Aquest treball \u00e9s consistent amb estudis anteriors i corrobora que la participaci\u00f3 i motivaci\u00f3 s\u00f3n essencials per al progr\u00e9s de l'estudiant. Finalment, els resultats obren la porta a una anal\u00edtica m\u00e9s profunda sobre com escollir llibres i metodologies educatives que ajuden els estudiants a millorar la seva compet\u00e8ncia comunicativa global."}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "El objetivo de esta tesis es comprobar si la competencia comunicativa global de los estudiantes mejora a trav\u00e9s del uso de temas de la Agenda 2030. Por tanto, esta investigaci\u00f3n explora si temas de la vida real motivan a los estudiantes m\u00e1s que los temas de los libros de texto, si el m\u00e9todo TBLT es mejor para ense\u00f1ar que los libros de texto, y si los estudiantes mejoran las habilidades cognitivas superiores a trav\u00e9s de motivarlos con temas de la vida real. Para llevar esto a cabo, una unidad did\u00e1ctica de nuevo sesiones basada en uno de los ODS se ha implementado. Los resultados de dos cuestionarios y los niveles de participaci\u00f3n observados en el an\u00e1lisis cualitativo y cuantitativo confirman que la participaci\u00f3n, motivaci\u00f3n y habilidades cognitivas superiores de los estudiantes mejoran con una unidad did\u00e1ctica basada TBLT sobre un tema de la vida real. Una entrevista a una profesora de ingl\u00e9s del grupo donde se implement\u00f3 la unidad did\u00e1ctica tambi\u00e9n ha sido analizada para establecer correlaciones. Este trabajo es consistente con estudios anteriores y corrobora que la participaci\u00f3n y motivaci\u00f3n son esenciales para el progreso del estudiante. Finalmente, los resultados abren la puerta a una anal\u00edtica m\u00e1s profunda sobre como escoger libros y metodolog\u00edas educativas que ayuden a los estudiantes a mejorar su competencia comunicativa global."}], "format": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "application/pdf"}], "tool": [], "coverage": [], "externalReference": [], "eoscifguidelines": [], "language": {"classid": "Ingl\u00e9s", "classname": "Ingl\u00e9s", "schemename": "dnet:languages", "schemeid": "dnet:languages"}, "resulttype": {"classid": "other", "classname": "other", "schemename": "dnet:result_typologies", "schemeid": "dnet:result_typologies"}, "country": [], "extraInfo": [], "originalId": ["oai:ddd.uab.cat:249551", "50|RECOLECTA___::37a152ef82da05df86d1414a0bc200b4"], "contactperson": [], "source": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "reponame:Dip\u00f2sit Digital de Documents de la UAB"}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "value": "instname:Universitat Aut\u00f2noma de Barcelona"}], "context": [], "title": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "qualifier": {"classid": "main title", "classname": "main title", "schemename": "dnet:dataCite_title", "schemeid": "dnet:dataCite_title"}, "value": "Engaging Students in Real-life Topics"}, {"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "qualifier": {"classid": "main title", "classname": "main title", "schemename": "dnet:dataCite_title", "schemeid": "dnet:dataCite_title"}, "value": "the UN 2030 Agenda to Improve Global Communicative Competence"}]}
\ No newline at end of file
diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/project b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/project
new file mode 100644
index 0000000..e497307
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/project
@@ -0,0 +1,40 @@
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\ No newline at end of file
diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/publication b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/publication
new file mode 100644
index 0000000..c8558e4
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/publication
@@ -0,0 +1,20 @@
+{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:actionset", "classname": "Harvested", "schemename": "dnet:provenanceActions", "schemeid": "dnet:provenanceActions"}}, "resourcetype": {"classid": "0001", "classname": "Article", "schemename": "dnet:publication_resource", "schemeid": "dnet:publication_resource"}, "pid": [{"qualifier": {"classid": "doi", "classname": "Digital Object Identifier", "schemename": "dnet:pid_types", "schemeid": "dnet:pid_types"}, "value": "10.1177/0267323118790163"}], "bestaccessright": {"classid": "OPEN", "classname": "Open Access", "schemename": "dnet:access_modes", "schemeid": "dnet:access_modes"}, "relevantdate": [{"qualifier": {"classid": "created", "classname": "created", "schemename": "dnet:dataCite_date", "schemeid": "dnet:dataCite_date"}, "value": "2018-08-07"}, {"qualifier": {"classid": "published-online", "classname": "published-online", "schemename": "dnet:dataCite_date", "schemeid": "dnet:dataCite_date"}, "value": "2018-08-07"}, {"qualifier": {"classid": "published-print", "classname": "published-print", "schemename": "dnet:dataCite_date", "schemeid": "dnet:dataCite_date"}, "value": "2019-02-01"}], "contributor": [], "isInDiamondJournal": false, "id": "50|doi_________::0840e1cfdf65dd3abdeee453e234e034", "description": [{"value": "<jats:p>The paper deals with the phenomenon of celebrity politics in the Czech Republic, particularly the involvement of celebrities in Czech politics between 1996 and 2013. 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Culture experiments can quantify the relationship between planktonic foraminiferal ecology and environmental parameters, but experiments controlling DO have yet to be conducted because it is difficult to maintain a stable oxygen concentration. In this study, we cultured two planktonic foraminifer species ( Orbulina universa  and  Globigerina bulloides ) at six different DO levels between 10% and 100% saturation. Both species showed a high tolerance to low DO, suggesting that \u201cdysoxic\u201d conditions (>\u00a00.7\u00a0mg\u00a0O 2 \u00a0l \u2212\u00a01 ) were not a direct cause of planktonic foraminiferal extinction at OAEs. The high tolerance of these species to extremely low DO might be attributable to their evolutionary descent from benthic foraminifera. Final shell weight increased with increasing DO, suggesting that fossil foraminiferal shell weight could vary with past DO conditions. 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We cloned the galanin gene and analyzed its expression by using in situ hybridization, PCR, and immunocytochemistry throughout the early development of zebrafish until the end of the first week of life. The single zebrafish galanin gene encoded for a single amidated galanin peptide and a galanin message\u2010associated peptide. Two forms resulting from alternative processing were identified. Galanin mRNA was maternally expressed and found in developing fish throughout early development. In situ hybridization showed the first positive neurons in three groups in the brain at 28 hours postfertilization. At 2 days postfertilization, three prosencephalic neuron groups were seen in the preoptic area and in rostral and caudal periventricular hypothalamus. In addition, two other groups of weakly stained neurons were visible, one in the midbrain and another in the hindbrain. Translation inhibition of galanin mRNA with morpholino oligonucleotides caused complete disappearance of galanin immunoreactivity in the brain until 7 dpf and did not induce known cascades of nonspecific pathways or morphological abnormalities. A minor disturbance of sensory ganglia was found. Galanin knockdown did not alter the expression of tyrosine hydroxylases 1 and 2, choline acetyltransferase, histidine decarboxylase, or orexin mRNA. The results suggest that galanin does not regulate the development of these key markers of specific neurons, although galanin\u2010expressing fibers were in a close spatial proximity to several neurons of these neuronal populations. J. Comp. 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Imbalances in the composition of this bacterial community can lead to transient intestinal dysfunctions and chronic disease states. Understanding how to manipulate this ecosystem is thus essential for treating many disorders. In this study, we took advantage of recently developed tools for deep sequencing and phylogenetic clustering to examine the long-term effects of exogenous microbiota transplantation combined with and without an antibiotic pretreatment. In our rat model, deep sequencing revealed an intestinal bacterial diversity exceeding that of the human gut by a factor of two to three. The transplantation produced a marked increase in the microbial diversity of the recipients, which stemmed from both capture of new phylotypes and increase in abundance of others. However, when transplantation was performed after antibiotic intake, the resulting state simply combined the reshaping effects of the individual treatments (including the reduced diversity from antibiotic treatment alone). Therefore, lowering the recipient bacterial load by antibiotic intake prior to transplantation did not increase establishment of the donor phylotypes, although some dominant lineages still transferred successfully. Remarkably, all of these effects were observed after 1 mo of treatment and persisted after 3 mo. Overall, our results indicate that the indigenous gut microbial composition is more plastic that previously anticipated. However, since antibiotic pretreatment counterintuitively interferes with the establishment of an exogenous community, such plasticity is likely conditioned more by the altered microbiome gut homeostasis caused by antibiotics than by the primary bacterial loss. 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"inferenceprovenance": "", "invisible": false, "trust": "0.9"}, "value": "A major challenge of biology is understanding the relationship between molecular genetic variation and variation in quantitative traits, including fitness. This relationship determines our ability to predict phenotypes from genotypes and to understand how evolutionary forces shape variation within and between species. Previous efforts to dissect the genotype-phenotype map were based on incomplete genotypic information. Here, we describe the Drosophila melanogaster Genetic Reference Panel (DGRP), a community resource for analysis of population genomics and quantitative traits. The DGRP consists of fully sequenced inbred lines derived from a natural population. Population genomic analyses reveal reduced polymorphism in centromeric autosomal regions and the X chromosome, evidence for positive and negative selection, and rapid evolution of the X chromosome. Many variants in novel genes, most at low frequency, are associated with quantitative traits and explain a large fraction of the phenotypic variance. 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J. &amp; Aquadro, C. F. African and North American populations of Drosophila melanogaster are very different at the DNA level. Nature 365, 548-550 (1993).</rawText>\n  </reference>\n  <reference position=\"35\">\n    <rawText>35. Tajima, F. Statistical methods to test for nucleotide mutation hypothesis by DNA polymorphism. Genetics 123, 585-595 (1989).</rawText>\n  </reference>\n  <reference position=\"36\">\n    <rawText>36. Smith, N. G. &amp; Eyre-Walker, A. Adaptive protein evolution in Drosophila. Nature 415, 1022-1024 (2002).</rawText>\n  </reference>\n  <reference position=\"37\">\n    <rawText>37. Stoletzki, N. &amp; Eyre-Walker, A. Estimation of the neutrality index. Mol. Biol. Evol. 28, 63-70 (2011).</rawText>\n  </reference>\n  <reference position=\"38\">\n    <rawText>38. Ayroles, J. F. et al. Systems genetics of complex traits in Drosophila melanogaster. Nature Genet. 41, 299-307 (2009).</rawText>\n  </reference>\n  <reference position=\"39\">\n    <rawText>39. Yamamoto, A. et al. Neurogenetic networks for startle-induced locomotion in Drosophila melanogaster. Proc. Natl Acad. Sci. USA 105, 12393-12398 (2008).</rawText>\n  </reference>\n  <reference position=\"40\">\n    <rawText>40. Harbison, S. T., Yamamoto, A. H., Fanara, J. J., Norga, K. K. &amp; Mackay, T. F. C. Quantitative trait loci affecting starvation resistance in Drosophila melanogaster. Genetics 166, 1807-1823 (2004).</rawText>\n    <id value=\"doi_________::627da378ab8880fa8740618c12e87c0d\" type=\"openaire\" trustLevel=\"0.61566174\"/>\n  </reference>\n  <reference position=\"41\">\n    <rawText>41. Pospisilik, J. A. et al. Drosophila genome-wide obesity screen reveals hedgehog as a determinant of brown versus white adipose cell fate. Cell 140, 148-160 (2010).</rawText>\n    <id value=\"core_ac_uk__::1229a764ecf16a8b918df455b1cfd248\" type=\"openaire\" trustLevel=\"0.731426\"/>\n  </reference>\n  <reference position=\"42\">\n    <rawText>42. Bellen, H. J. et al. The BDGP gene disruption project: single transposon insertions associated with 40% of Drosophila genes. Genetics 167, 761-781 (2004).</rawText>\n  </reference>\n  <reference position=\"43\">\n    <rawText>43. The ModENCODE Consortium. Identification of functional elements and regulatory circuits by Drosophila modENCODE. Science 330, 1787-1797 (2010).</rawText>\n  </reference>\n  <reference position=\"44\">\n    <rawText>44. Charlesworth, B., Coyne, J. A. &amp; Barton, N. H. The relative rates of evolution of sex chromosomes and autosomes. Am. Nat. 130, 113-146 (1987).</rawText>\n  </reference>\n  <reference position=\"45\">\n    <rawText>45. Sieberts, S. K. &amp; Schadt, E. E. Moving toward a system genetics view of disease. Mamm. 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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/software b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/software
new file mode 100644
index 0000000..24126fc
--- /dev/null
+++ b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/graphForAPIExample/software
@@ -0,0 +1,32 @@
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readme #479 (tlambert03) v0.6.0rc2 (2022-10-25) Full Changelog Merged pull requests: [pre-commit.ci] pre-commit autoupdate #477 (pre-commit-ci[bot]) Enable option to raise excpetion if magicgui cannot determine widget for provided value/annotation #476 (Czaki) docs: fix word in slice edit docs #472 (tlambert03) v0.6.0rc1 (2022-10-22) Full Changelog Implemented enhancements: feat: add context manager for register_type #470 (tlambert03) feat: click on button return #468 (tlambert03) Fixed bugs: fix: Fix persist on magicgui method decorator #469 (tlambert03) fix: handle case of bad parameter cache file read #467 (tlambert03) use math.ceil to ensure get_text_width returns int #465 (psobolewskiPhD) Fix ipynb PushButton #464 (hanjinliu) Merged pull requests: docs: changelog v0.6.0rc1 #471 (tlambert03) v0.6.0rc0 (2022-10-21) Full Changelog Implemented enhancements: Support Literal type #458 (hanjinliu) feat: add range slider (take 2) #455 (tlambert03) feat: Pass parent to backend widget #440 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Documentation: Fix pyqt conda install instruction #386 (dstansby) v0.4.0rc1 (2022-03-18) Full Changelog Implemented enhancements: Support sequences #342 (hanjinliu) Fixed bugs: Use empty string as null value for FileEdit #384 (brisvag) fix register_widget with widget subclass #376 (tlambert03) Deprecated: Remove event deprecations strategy (for release 0.4.0) #368 (tlambert03) Tests & CI: Check out napari repo instead of git+https #378 (jni) Test that bound values don't get called greedily upon widget creation #371 (tlambert03) v0.3.7 (2022-02-12) Full Changelog Merged pull requests: bump psygnal dep to 0.3.0 #369 (tlambert03) v0.3.6 (2022-02-11) Full Changelog Fixed bugs: Fix _normalize_slot private attr access, and fix annotation setter forward ref resolution #367 (tlambert03) v0.3.5 (2022-02-07) Full Changelog Implemented enhancements: Create return matcher for extensible return widget creation #355 (gselzer) Fixed bugs: Add new type normalization TypeWrapper, fix builtin and optional ForwardRefs #362 (tlambert03) Fix changing choices on ComboBox #352 (tlambert03) Tests & CI: fix tests in xvfb-action #366 (tlambert03) Documentation: update napari examples #357 (tlambert03) Merged pull requests: Do not package tests #365 (jaimergp) Make Table a ValueWidget #360 (tlambert03) Update build workflow #344 (tlambert03) v0.3.4 (2022-01-01) Full Changelog Implemented enhancements: support Qt6 #324 (tlambert03) Support partials and tz.curry #316 (tlambert03) Fixed bugs: Fix buttons on PySide2 #343 (tlambert03) fix py3.10 test #339 (tlambert03) Skip bad parameter names in inject tooltip #336 (tlambert03) Relay signals from Container to Container #331 (hanjinliu) Fix readout visibility on slider __init__ #329 (tlambert03) Fix bug in Select widget value setter in direct API usage #326 (tlambert03) Tests & CI: Pre commit ci update config #338 (tlambert03) Fixing a few test things #325 (tlambert03) Documentation: adds waveform generator exemple #322 (glyg) add example of adding mpl FigureCanvas to widget #321 (tlambert03) v0.3.3 (2021-11-08) Full Changelog Implemented enhancements: Add update, asdict, and update_widget to FunctionGui #309 (tlambert03) Add support for python 3.10 #294 (tlambert03) Fixed bugs: Fix deprecation events for psygnal 0.2 #311 (tlambert03) v0.3.2 (2021-10-22) Full Changelog Fixed bugs: Fix unbound variable in format_number #303 (tlambert03) v0.3.1 (2021-10-21) Full Changelog Implemented enhancements: Add stacklevel to provide better information about place of problem #302 (Czaki) Table widget updates #301 (hanjinliu) v0.3.0 (2021-10-10) Full Changelog Implemented enhancements: Return type from register_type, so that it can be used as a decorator #297 (tlambert03) Deprecated: Remove choices deprecation warning from 0.2.0 #298 (tlambert03) Documentation: add v0.3.0 migration guide #299 (tlambert03) v0.3.0rc2 (2021-10-10) Full Changelog Fixed bugs: Allow Signal.sender() to work regardless of importing from magicgui or Psygnal #296 (tlambert03) Catch kwargs in event emitter (backwards compatibility with old event emitter) #295 (tlambert03) v0.3.0rc1 (2021-10-04) Full Changelog Implemented enhancements: Use psygnal instead of EventEmitter (callbacks receive value directly). Add deprecation strategy #253 (tlambert03) Fixed bugs: Replace underscore with spaces in checkbox label #293 (tlambert03) Tests & CI: misc typing fixes and changlelog generator config #292 (tlambert03) Merged pull requests: [pre-commit.ci] pre-commit autoupdate #291 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #289 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #287 (pre-commit-ci[bot]) v0.2.11 (2021-09-11) Full Changelog Implemented enhancements: Add close method #283 (tlambert03) Make show_file_dialog function public #274 (tlambert03) Add button.clicked alias for button.changed #271 (tlambert03) Add multi-Selection widget #265 (tlambert03) Add copy, paste, cut, delete keyboard shortcuts to Table widget #264 (tlambert03) Fixed bugs: Fix call button text and and param options when using decorator on class method #276 (tlambert03) Fix check for Optional Type #270 (tlambert03) Change comparison to null_value in ValueWidget from == to is #267 (tlambert03) Fix missing event emission when nullable widget is set to null value. #263 (tlambert03) Fix optional annotation affecting later widgets #262 (tlambert03) Fix RangeWidget with implicit optional type #257 (tlambert03) Tests & CI: Fix typesafety tests #282 (tlambert03) Documentation: Fix docs build again #286 (tlambert03) Fix docs build, add Select widget #285 (tlambert03) Merged pull requests: update master to main #280 (tlambert03) [pre-commit.ci] pre-commit autoupdate #278 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #272 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #268 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #258 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #256 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #254 (pre-commit-ci[bot]) v0.2.10 (2021-07-11) Full Changelog Implemented enhancements: Add tracking property to sliders. When False, changed only emits on release. #248 (tlambert03) Add ValueWidget._nullable, and enable for categorical widgets #227 (tlambert03) Fixed bugs: Fix labels remaining after popping widgets from container #245 (tlambert03) Fix default value of None being ignored #244 (tlambert03) Fix reuse of magic factory #224 (tlambert03) Fix EventEmitter loop when event is blocked #215 (tlambert03) Documentation: Small change to improve repr of sentinel in docs #251 (tlambert03) Minor docstring change for tracking #250 (tlambert03) Specify XDG_RUNTIME_DIR to avoid warnings showing up in the docs #249 (hmaarrfk) Fix FunctionGui docstring parameter name #247 (tlambert03) fix-docs #231 (tlambert03) Widget overview docs #213 (tlambert03) Merged pull requests: [pre-commit.ci] pre-commit autoupdate #235 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #228 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #223 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #221 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #219 (pre-commit-ci[bot]) v0.2.9 (2021-04-05) Full Changelog Implemented enhancements: Display current slider value (editable) #211 (tlambert03) Add table.changed event emitter #209 (tlambert03) Coerce RadioButton with Enum/choices to RadioButtons #202 (tlambert03) Compute correct widget width for rich text labels #199 (maweigert) Fixed bugs: Fix tests when both pyside2 and pyqt5 are installed #210 (tlambert03) Disconnect filedialog button from value.changed events #208 (tlambert03) Fix persist issue with cached parameter that has been removed #203 (uschmidt83) fix enum choices in radiobuttons #201 (tlambert03) Delete button when removing from qt RadioGroup #198 (tlambert03) Documentation: skip docutils 0.17 #207 (tlambert03) Add cache location hint to persist option documentation #200 (maweigert) Merged pull requests: [pre-commit.ci] pre-commit autoupdate #212 (pre-commit-ci[bot]) v0.2.8 (2021-03-24) Full Changelog v0.2.8rc0 (2021-03-24) Full Changelog Implemented enhancements: Update call button to default True when auto_call is False #194 (jni) add RadioButtons widget #183 (tlambert03) Fixed bugs: Fix RadioButtons double event emissions #189 (tlambert03) don't ever change the call_button text silly #180 (tlambert03) Fix extreme float values for slider and spinbox #178 (tlambert03) Fix FileEdit events #176 (tlambert03) fix nested functiongui show #175 (tlambert03) Fail gracefully with persistence errors, better debounce #170 (tlambert03) Documentation: docs reorg #193 (tlambert03) Merged pull requests: Replace turbo with magma colormap in tests #195 (jni) [pre-commit.ci] pre-commit autoupdate #191 (pre-commit-ci[bot]) fix mypy errors #185 (tlambert03) [pre-commit.ci] pre-commit autoupdate #184 (pre-commit-ci[bot]) Add typing to events.py #181 (tlambert03) [pre-commit.ci] pre-commit autoupdate #171 (pre-commit-ci[bot]) v0.2.7 (2021-02-28) Full Changelog Implemented enhancements: improve error message for bad kwargs #167 (tlambert03) Persist parameter values across sessions #160 (tlambert03) Add widget_init parameter to magic_factory #159 (tlambert03) Allow magicgui.types.PathLike annotation #151 (tlambert03) allow label to be alias for text in button widgets #150 (tlambert03) Image widget #140 (tlambert03) Fixed bugs: fix range/slice edits #166 (tlambert03) Work without numpy #164 (tlambert03) Fix FileEdit with directory mode #158 (tlambert03) fix function with no params and callbutton #149 (tlambert03) Fix typesafety checks with numpy 1.20 #141 (tlambert03) Disable call button while function is running #139 (tlambert03) Documentation: Fix napari return annotations #154 (sofroniewn) Merged pull requests: [pre-commit.ci] pre-commit autoupdate #157 (pre-commit-ci[bot]) [pre-commit.ci] pre-commit autoupdate #148 (pre-commit-ci[bot]) Move return_annotation from container to FunctionGui #143 (tlambert03) [pre-commit.ci] pre-commit autoupdate #142 (pre-commit-ci[bot]) Remove pre 0.2.0 deprecation warnings #138 (tlambert03) update changelog #137 (tlambert03) [pre-commit.ci] pre-commit autoupdate #136 (pre-commit-ci[bot]) v0.2.6rc0 (2021-01-25) Full Changelog v0.2.6 (2021-01-25) Full Changelog Merged pull requests: Add magicgui.* objectName to qt widgets #134 (tlambert03) remove _qt module #133 (tlambert03) Improve fallback behavior of tqdm iterator inside of *hidden* magicgui widget #131 (tlambert03) Improve issues with widget visibility #130 (tlambert03) add attribute error to magicgui.__getattr__ #129 (tlambert03) Make _magicgui.pyi stubs #126 (tlambert03) Fix @magic_factory usage in local scopes #125 (tlambert03) Make vertical layout the default #124 (tlambert03) fix date topython #123 (tlambert03) Remove deprecated \"result\" param to magicgui #122 (tlambert03) Fix tooltips for multiple params names on one line #120 (tlambert03) Fix bug in tooltip parsing #119 (tlambert03) More docs for main_window flag #118 (HagaiHargil) Magic factory #117 (tlambert03) Add more sizing options (min/max width/height) #116 (tlambert03) Move FunctionGui into widgets #115 (tlambert03) Split widget bases into files #114 (tlambert03) User internal model for Container, simplify ContainerWidgetProtocol #113 (tlambert03) setup.cfg updates #112 (tlambert03) Add MainWindow variant on Container, and MainFunctionGui #110 (tlambert03) Parse the entire docstring for the tooltip #108 (HagaiHargil) improved labeled widgets #106 (tlambert03) Progress bar tqdm wrapper, and manual control #105 (tlambert03) Add ProgressBar widget #104 (tlambert03) Use (hidden) EmptyWidget for unrecognized types #103 (tlambert03) Add manual and docstring-parsed tooltips #100 (tlambert03) Add Table Widget #61 (tlambert03) v0.2.5 (2021-01-13) Full Changelog Merged pull requests: Fix reset_choices recursion #96 (tlambert03) better bound values #95 (tlambert03) v0.2.4 (2021-01-12) Full Changelog Merged pull requests: Extend combobox api with set_choice, get_choice, del_choice #92 (tlambert03) v0.2.3 (2021-01-08) Full Changelog Merged pull requests: Fix ComboBox with unhashable choice data #89 (tlambert03) add pyupgrade pre-commit hook #88 (tlambert03) add call count to function gui #86 (tlambert03) Add more examples (chaining, self-reference, and choices) #85 (tlambert03) Add date and time widgets #84 (tlambert03) Clarify choices callable deprecation warning #83 (tlambert03) Convert maximum/minimum kwargs to max/min and warn #82 (tlambert03) [pre-commit.ci] pre-commit autoupdate #80 (pre-commit-ci[bot]) v0.2.2 (2021-01-02) Full Changelog Merged pull requests: hotfix for signature inspection exception #79 (tlambert03) remove orientation method from supportsOrientation #77 (tlambert03) Better error on incorrect protocol #76 (tlambert03) save application instance #75 (tlambert03) v0.2.1 (2020-12-29) Full Changelog Merged pull requests: Resolve ForwardRefs on return annotations #73 (tlambert03) [pre-commit.ci] pre-commit autoupdate #71 (pre-commit-ci[bot]) Improve test coverage #70 (tlambert03) Fix parent_changed signal emission #69 (tlambert03) Add tests for docs and examples #68 (tlambert03) Change \"orientation\" on containers to \"layout\" #67 (tlambert03) resolve ForwardRef on widget.annotation #66 (tlambert03) v0.2.0 (2020-12-26) Full Changelog Merged pull requests: API cleanup and unify with ipywidgets (a little) #60 (tlambert03) Labels update #59 (tlambert03) New documentation #58 (tlambert03) Corrected usage / example code of parameter 'choices' #57 (haesleinhuepf) Enable decorator to be used on methods #56 (tlambert03) add application_name variable #55 (tlambert03) add support for ForwardRef #52 (tlambert03) test on py39 #50 (tlambert03) Add a \"display_name\" option to modify a widget's label (#45) #48 (HagaiHargil) rewrite: proper widget protocols & signature objects #43 (tlambert03) Drop support for python 3.6 #42 (tlambert03) Add (slightly) strict mypy checking #41 (tlambert03) v0.1.6 (2020-07-23) Full Changelog v0.1.6rc0 (2020-07-23) Full Changelog Merged pull requests: Add flake8-docstrings to dev requirements #39 (GenevieveBuckley) Add a logarithmic scale slider class #38 (GenevieveBuckley) Fix napari_param_sweep.py example by updating QDoubleSlider import #37 (GenevieveBuckley) Widget demo example script #36 (GenevieveBuckley) Reorganize _qt module #32 (tlambert03) add literal eval fallback widget #31 (tlambert03) support Sequence[Path] #27 (tlambert03) Make sure black reformatting is an error on CI #26 (tlambert03) Pin Linux Qt \\<5.15 #24 (tlambert03) Filedialog widget for magicgui #23 (GenevieveBuckley) Add datetime to type2widget function #22 (GenevieveBuckley) Must import scikit-image modules specifically #18 (GenevieveBuckley) v0.1.5 (2020-05-24) Full Changelog Merged pull requests: Add the ability to hide a widget #17 (tlambert03) v0.1.4 (2020-05-19) Full Changelog Merged pull requests: Update ci, version with setuptools_scm #15 (tlambert03) Initial support for labels #14 (tlambert03) v0.1.3 (2020-05-04) Full Changelog Merged pull requests: pyright -> mypy #11 (tlambert03) Update docs #10 (tlambert03) update param sweep example #8 (tlambert03) v0.1.2 (2020-03-06) Full Changelog Merged pull requests: fix call_button press for pyqt5 #5 (tlambert03) Register callbacks for return annotations #4 (tlambert03) v0.1.1 (2020-02-19) Full Changelog Merged pull requests: split out deploy #2 (tlambert03) v0.1.0 (2020-02-18) Full Changelog Merged pull requests: playing with travis #1 (tlambert03) v0.0.8 (2020-02-11) Full Changelog v0.0.7 (2020-02-09) Full Changelog v0.0.6 (2020-02-09) Full Changelog * This Changelog was automatically generated by github_changelog_generator"}], "lastupdatetimestamp": 1708723317297, "author": [{"surname": "Talley Lambert", "name": "", "pid": [], "rank": 1, "affiliation": [{"dataInfo": {"invisible": false, "trust": "0.9", "deletedbyinference": false, "inferred": false, "provenanceaction": {"classid": "sysimport:crosswalk:repository", "classname": "Harvested", "schemename": 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index 0000000000000000000000000000000000000000..3b7b044936a890cd8d651d349a752d819d71d22c
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index 0000000000000000000000000000000000000000..3b7b044936a890cd8d651d349a752d819d71d22c
GIT binary patch
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GIT binary patch
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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/._SUCCESS.crc b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/._SUCCESS.crc
new file mode 100644
index 0000000000000000000000000000000000000000..3b7b044936a890cd8d651d349a752d819d71d22c
GIT binary patch
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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/.part-00000-43bc2390-2177-4c41-a2b6-6b3edc490f01-c000.json.gz.crc b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/.part-00000-43bc2390-2177-4c41-a2b6-6b3edc490f01-c000.json.gz.crc
new file mode 100644
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GIT binary patch
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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/_SUCCESS b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/_SUCCESS
new file mode 100644
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diff --git a/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/part-00000-43bc2390-2177-4c41-a2b6-6b3edc490f01-c000.json.gz b/dump/src/test/resources/eu/dnetlib/dhp/oa/graph/dump/skgif/workingDirApiExample/software/person/part-00000-43bc2390-2177-4c41-a2b6-6b3edc490f01-c000.json.gz
new file mode 100644
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GIT binary patch
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