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... ... @@ -21,125 +21,132 @@ 21 21 (% style="text-align: justify;" %) 22 22 For this to work smoothly for the existing, but also for all new openMINDS metadata models, the corresponding openMINDS submodules (GitHub repositories) have to meet the following requirements: 23 23 24 -(% style="text-align:justify" %) 25 -* The openMINDS metadata model has to be located on a **public GitHub repository** and published under an **MIT license**. 26 -* The GitHub repository should have at least one **version branch** (e.g. "v1"). 27 -* The version branch should have the following **main directory folders**: **##schemas##** (required), **##tests##** (recommended), **##examples##** (recommended), and **##img##** (optional). 28 -* The **##schemas##** folder should contain the schemas of that metadata model implemented in the **openMINDS schema template syntax** (cf. below). The directory of the schemas can be further structured or flat. 29 -* The **##tests##** folder should contain test-instances (JSON-LDs) for the schemas in a flat directory. The file names for these test-instances should follow the convention of **##<<XXX>>-<<YYY>>.jsonld##** for files that should pass the tests, and **##<<XXX>>-<<YYY>>-nok.jsonld##** for files that should fail the test. In both cases, **##<<XXX>>##** should be replaced with the label of the schema that is tested, and **##<<YYY>>##** with a user defined label for what aspect is tested (e.g., **##person-withoutCI.jsonld##**). 30 -* The **##examples##** folder should contain examples for valid instance collections for that metadata model. Each example should receive its own directory (folder) with a **##README.md##** describing the example, and an **##metadataCollection##** subfolder containing the openMINDS instances (JSON-LDs). This subfolder can be further structured to group related instances. 31 -* The **##img##** folder should contain image files used on that GitHub repository (e.g., the logo of the new openMINDS metadata model). The directory of the images can be further structured or flat. 32 - 33 -=== The openMINDS vocabulary === 34 - 35 35 (% style="text-align: justify;" %) 36 -Th rough theintegrationpipelineof the openMINDSgenerator,theopenMINDS vocabularyisautomaticallygatheredand storedinthe mainopenMINDSGitHubin order tocentrally maintain general definitions andreferences for **types** and**properties** usedinschemas acrossall openMINDSrepositories. How this works is explained inthefollowing.25 +**(1)** The openMINDS metadata model has to be located on a **public GitHub repository** and published under an **MIT license**. 37 37 38 38 (% style="text-align: justify;" %) 39 - Schema types and properties are stored in dedicated JSON files (**##types.json##** and **##properties.json##**)under the folder**##vocab##**located in themain openMINDSGitHubdirectory.Eachschema type and property occurringin the openMINDS metadata modelsisautomaticallyrepresentedin thosefilesas nested dictionaries.28 +**(2)** The GitHub repository should have at least one **version branch** (e.g., "v1"). 40 40 41 41 (% style="text-align: justify;" %) 42 -The keywordsof those nested dictionariesare pre-defined toconsistently capture for all schematypesandproperties their namespace,theiroccurrence, their generaldescription,andpossiblereferencestoelated or matching schema typesand properties ofther metadata initiatives(e.g.schema.org). Thissetup also allows us to define some values/entries to be automatically filledin bytheopenMINDS integrationpipeline with each commit to oneof the openMINDS repositories (e.g.,thenamespaceand occurrence) andothersto be manually editablelater on (e.g.,the general descriptionnd references).31 +**(3)** The version branch should have the following **main directory folders**: **##schemas##** (required), **##tests##** (recommended), **##examples##** (recommended), and **##img##** (optional). 43 43 44 44 (% style="text-align: justify;" %) 45 - Forsecurity,outdated entriesin thoseopenMINDS vocabulary files(e.g. becausethenamespace of theschemaypeorproperty changedorthe schema typeorproperty was deleted)arenotutomaticallydeleted,but keptandmarked as being deprecated. Afterevaluation,deprecatedschematypesor propertiescan bedeletedmanually from openMINDSvocabulary.34 +**(4)** The **##schemas##** folder should contain the schemas of that metadata model implemented in the **openMINDS schema template syntax** (cf. below). The directory of the schemas can be further structured or flat. 46 46 47 47 (% style="text-align: justify;" %) 48 - Withthat,the openMINDSvocab reflectsalways anup-to-dateatusof the schematypesand properties inuseacrossall openMINDS metadatamodels,whileproviding the opportunitytocentrally reviewandmaintaintheirconsistency andreferences.37 +**(5)** The **##tests##** folder should contain test-instances (JSON-LDs) for the schemas in a flat directory. The file names for these test-instances should follow the convention of 49 49 50 -=== The openMINDS schema template syntax === 39 +(% style="text-align: center;" %) 40 +**##<<XXX>>-<<YYY>>.jsonld##** 51 51 52 52 (% style="text-align: justify;" %) 53 - All openMINDS metadata models use a light-weighted schema template syntaxfordefining theexpected metadata.The correspondingly formattedschemafilesusetheextension: **##.schema.tpl.json##**.43 +for files that should pass the tests, and 54 54 45 +(% style="text-align: center;" %) 46 +**##<<XXX>>-<<YYY>>-nok.jsonld##** 47 + 55 55 (% style="text-align: justify;" %) 56 - Although,as thefileextensionsuggests, this openMINDS schemaemplatesyntax is inspiredby JSON-Schema, itfacilitatesor even excludestechnical aspectsthat are generallyexpected fortheopenMINDS schemasmaking themmorehuman-readable,especially for untrainedeyes. Behind the scenes,withintheopenMINDS integration pipeline(cf.below),thisschema templatesyntaxis then interpreted andflexiblytranslatedto variousformalmetadataformats (e.g.,JSON-Schema).49 +for files that should fail the test. In both cases, **##<<XXX>>##** should be replaced with the label of the schema that is tested, and **##<<YYY>>##** with a user defined label for what aspect is tested (e.g., **##person-withoutCI.jsonld##**). 57 57 58 58 (% style="text-align: justify;" %) 59 - Despitethe simplificationin comparisontoJSON-Schema,the openMINDSschematemplatesarealso,at thee, specially formattedJSONfilesusingaparticularsyntax, meaningspecial key-valuepairsthatdefine thevalidationrulesofaschema.52 +**(6)** The **##examples##** folder should contain examples for valid instance collections for that metadata model. Each example should receive its own directory (folder) with a **##README.md##** describing the example, and an **##metadataCollection##** subfolder containing the openMINDS instances (JSON-LDs). This subfolder can be further structured or flat. 60 60 61 61 (% style="text-align: justify;" %) 62 - Pleasefindin thefollowinga fulldocumentationof the openMINDSschema template syntaxand how it's key-valuepairs needtobedefinedandinterpreted.55 +**(7)** The **##img##** folder should contain image files used on that GitHub repository (e.g., the logo of the new openMINDS metadata model). The directory of the images can be further structured or flat. 63 63 57 +=== The openMINDS vocabulary === 58 + 64 64 (% style="text-align: justify;" %) 65 - =====Target&concept templates=====60 +Through the integration pipeline of the openMINDS generator, the openMINDS vocabulary is automatically gathered and stored in the main openMINDS GitHub in order to centrally maintain general definitions and references for **types** and **properties** used in schemas across all openMINDS repositories. How this works is explained in the following. 66 66 67 67 (% style="text-align: justify;" %) 68 -S ame as in JSON-Schema,all openMINDSschematemplatesdefinethe expectednamewrittenin **##lowerCamelCase##**)and valueofthe metadata,typicallycalled property,under thekey**##properties##**as nested dictionaries.Furthermore,the namesof obligatory metadatacanbe listed under thekey**##required##**. Here a generalized example:63 +Schema types and properties are stored in dedicated JSON files (**##types.json##** and **##properties.json##**) under the folder **##vocab##** located in the main openMINDS GitHub directory. Each schema type and property occurring in the openMINDS metadata models is automatically represented in those files as nested dictionaries. Here a cutout of the **##types.json##**: 69 69 70 70 {{code language="json"}} 71 71 { 72 - "properties":{73 - "p ropertyNameA": {},74 - "proper tyNameB":{},75 - " propertyNameC":{}76 - },77 - " required": [78 - "propertyNameA",79 - "propertyNameC"80 - ]67 + ..., 68 + "https://openminds.ebrains.eu/core/Person": { 69 + "description": "Structured information on a person (alive or dead).", 70 + "name": "Person", 71 + "translatableTo": [ 72 + "https://schema.org/Person" 73 + ] 74 + }, 75 + ... 81 81 } 82 82 {{/code}} 83 83 84 -(% style="text-align: justify;" %) 85 -In addition, an openMINDS schema //has to have// a key **##"_type"##** to be recognized as **target template**. In other words, the **##"_type"##** is used to define the openMINDS namespace of a corresponding schema using a particular naming convention. Here again a generalized example: 79 +... and a cutout of the **##properties.json##**: 86 86 87 87 {{code language="json"}} 88 88 { 89 - "_type": "https:~/~/openminds.ebrains.eu/<<schema-model>>/<<schema-name>>", 90 - "properties": {} 83 + ..., 84 + "givenName": { 85 + "description": "Name given to a person, including all potential middle names, but excluding the family name.", 86 + "name": "Given name", 87 + "nameForReverseLink": "Is given name of", 88 + "sameAs": [ 89 + "https://schema.org/givenName" 90 + ], 91 + "schemas": [ 92 + "core/v3/actors/person.schema.tpl.json" 93 + ] 94 + }, 95 + ... 91 91 } 92 92 {{/code}} 93 93 94 94 (% style="text-align: justify;" %) 95 - Notethat **##<<schema-model>>##**has tobe replacedwiththebeloftheopenMINDSmetadatamodeltowhichthecorrespondingschemabelongsto,and **##<<schema-name>>##**hastobereplacedwith thecorrespondingname oftheschema (writtenin **##CamelCase##**).100 +The keywords of those nested dictionaries are pre-defined to consistently capture for all schema types and properties their namespace, their occurrence (cf. **##"schemas"##** in **##properties.json##**), their general description (cf. **##"description"##** in **##types.json##** and **##properties.json##**), and possible references to related or matching schema types (cf. **##"translatableTo"##** in **##types.json##**) and properties (cf. **##""sameAs""##** in **##properties.json##**) of other metadata initiatives (e.g., schema.org). 96 96 97 97 (% style="text-align: justify;" %) 98 - Ifan openMINDSschematemplate//doesnot//defineakey**##"_type"##**(asin thefirstxampleabove),itisinterpreted as a **concept template**which//has to be//extendedto argettemplate.103 +This setup also allows us to define some values/entries to be automatically filled in by the openMINDS integration pipeline with each commit to one of the openMINDS repositories (**##"name"##**, **##"schemas"##**) and others to be manually editable later on (**##"description"##**, **##"translatableTo"##**, **##"sameAs"##**, **##"nameForReverseLink"##**). 99 99 100 100 (% style="text-align: justify;" %) 101 - Concept templatesareandshould be usedwhenmultiple targettemplateshavethe same subset of properties, because theyfacilitate the long-term maintenance of those sharedproperties:Instead ofdefiningthe same propertiesrepeatedlywithinmultipletarget templates, thecommonsubsetcanbe definedwithinasingle concepttemplate andpassedonto allextendingtargettemplates.106 +For security, outdated entries in those openMINDS vocabulary files (e.g., because the namespace of the schema type or property changed or the schema type or property was deleted) are not automatically deleted, but kept and marked as being deprecated. After evaluation, deprecated schema types or properties can be deleted manually from openMINDS vocabulary. 102 102 103 103 (% style="text-align: justify;" %) 104 - To definethatatarget template is the extensionofaconcept template,thetarget templatecanstateunder **##"_extends"##**therelativepathtoheconcepttemplate.Forexample,theopenMINDScorergettemplate**##Dataset##**extendsthecore concept template**##researchProduct##**asindicatedhere:109 +With that, the openMINDS vocab reflects always an up-to-date status of the schema types and properties in use across all openMINDS metadata models, while providing the opportunity to centrally review and maintain their consistency and references. 105 105 111 +=== The openMINDS schema template syntax === 112 + 113 +(% style="text-align: justify;" %) 114 +All openMINDS metadata models are defined using a light-weighted schema template syntax. Although this schema template syntax is inspired by JSON-Schema, it outsources most schema technicalities to be handled in the openMINDS integration pipeline, making the openMINDS schemas more human-readable, especially for untrained eyes. 115 + 116 +(% style="text-align: justify;" %) 117 +The few remaining customized technical properties which need additional interpretation or translation to a formal schema languages (e.g. JSON-Schema) have an underscore as prefix (e.g., **##"_type"##**). Within the openMINDS integration pipeline (cf. below), the schema template syntax is interpreted, extended and flexibly translated to various formal schema languages. All further specifications of the openMINDS schema template syntax are described below. 118 + 119 +(% style="text-align: justify;" %) 120 +All openMINDS schemas need to have the extension **##.schema.tpl.json##** and each schema is defined as a nested associative array (dictionary) with the following conceptual structure: 121 + 106 106 {{code language="json"}} 107 107 { 108 - "_type": "https:~/~/openminds.ebrains.eu/core/Dataset", 109 - "_extends": "products/researchProduct.schema.tpl.json" 124 + "_type": "https://openminds.ebrains.eu/LABEL_OF_METADATA_MODEL/SCHEMA_NAME", 125 + "properties": { 126 + "PROPERTY_NAME": { 127 + "type": "DATA_TYPE", 128 + "_instruction": "METADATA_ENTRY_INSTRUCTION" 129 + }, 130 + "required": [ 131 + "PROPERTY_NAME" 132 + ] 110 110 } 111 111 {{/code}} 112 112 113 113 (% style="text-align: justify;" %) 114 - Notethatthisconventionrequires theconcept andcorrespondingtargettemplates tobecatedinthe same openMINDS metadata modelrepository.Note alsothatfor properties, thefollowingrulesapplyfortarget and concept template:137 +**##"_type"##** defines the schema type (or namespace) with the depicted naming convention, where the label of the respective openMINDS metadata model (e.g., **##"core"##**) and the schema name (format: UpperCamelCase; e.g. **##"Person"##**) have to be specified. Obviously, the schema name should be meaningful and provide some insides into what metadata content the schema covers. 115 115 116 -1. A concept template has to define some properties which will be inherited by all extending target templates. 117 -1. If a concept template additionally states that some of these properties are required, all extending target templates will require the same properties. 118 -1. A target template can require properties of the concept template, that are not explicitly required within the concept template. In such a case, the other target templates extending the same concept template will not require those properties. 119 -1. A target template can (but does not have to) define and require additional properties that were not defined and required in the concept template. These additionally defined and required properties will not be shared with the other target templates extending the same concept template. 120 - 121 121 (% style="text-align: justify;" %) 122 - Howto definethe expectedvalueofaproperty willbe explainedforthe different propertytypesin the following sections.140 +Under **##"properties"##** a nested associative array is defined, where each key defines the property name (format: lowerCamelCase; e.g. **##"givenName"##**). The corresponding value is again a nested associative array defining the expected data **##"type"##** (cf. below) and the **##"_instructions"##** for entering the correct metadata for the respective property. 123 123 124 124 (% style="text-align: justify;" %) 125 - =====Definingexpected values=====143 +Under **##"required"##** a list of property names can be provided that are obligatory to be present in a correctly instantiated metadata instance of the respective schema. If none of the properties are required, this key-value pair does not have to be specified. 126 126 127 127 (% style="text-align: justify;" %) 128 - The expectedvalue ofapropertycan be definedinlarge partsin thesameway as inJSON-Schema,with someopenMINDSsyntax specificsimplificationsandmodifications.146 +Now, depending on the expected data type additional constraints can be made for the metadata entry of a respective property. Currently, the openMINDS schema template syntax supports the following data types: **##"string"##**, ##**"integer"##**, **##"float"##**, **##"boolean"##**, **##"array"##** and **##"object"##**. 129 129 130 -(% style="text-align: justify;" %) 131 -On the first level, the **##"type"##** of the expected property value needs to be defined. In principle, the openMINDS template syntax supports the same value types as JSON-Schema Draft 7.0, meaning: 132 -+ **##"string"##** 133 -+ **##"number"##** 134 -+ **##"integer"##** 135 -+ **##"array"##** 136 -+ **##"boolean"##** 137 -+ **##"null"##** 138 -+ **##"object"##** 139 - 140 -Also very similar to JSON-Schema, additional type-specific keys can be used to set further requirements for the expected value. H 141 - 142 - 143 143 === The openMINDS integration pipeline === 144 144 145 -(//**coming soon**//) 150 +(//**coming soon**//) If you'd like to learn more about the openMINDS integration pipeline, especially if you'd like to contribute to it, please get in touch with us (the openMINDS development team) via the issues on the openMINDS or openMINDS_generator GitHub or the support email: openminds@ebrains.eu 151 + 152 +{{putFootnotes/}}