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Last modified by lzehl on 2021/07/05 18:57
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... ... @@ -10,143 +10,74 @@ 10 10 Please find below a documentation of the layout and requirements needed to keep the openMINDS modularity, the syntax of the openMINDS schema template, as well as the openMINDS integration pipeline. 11 11 ))) 12 12 13 -=== The openMINDSumbrella ===13 +=== Overview of the openMINDS layout === 14 14 15 15 (% style="text-align: justify;" %) 16 16 In summary, openMINDS is the overall umbrella for a set of distributed GitHub repositories, each defining a particular metadata model for neuroscience research products. 17 17 18 -(% style="text-align: justify;" %) 19 -The main (or central) [[openMINDS GitHub repository>>https://github.com/HumanBrainProject/openMINDS||rel="noopener noreferrer" target="_blank"]] ingests all these GitHub repositories as [[git-submodules>>https://git-scm.com/docs/git-submodule||rel="noopener noreferrer" target="_blank"]]. Furthermore it stores the openMINDS vocabulary (**##vocab##**), providing general definitions and references for **types** and **properties** used in schemas across all openMINDS repositories (cf. below). And last but not least, it holds the schema representations for all supported metadata formats created by the openMINDS integration pipeline (cf. below). 18 +=== The openMINDS schema template syntax === 20 20 21 21 (% style="text-align: justify;" %) 22 - Forthistowork smoothlyfor theexisting, but alsoforall newopenMINDSmetadatamodels, the corresponding openMINDSsubmodules(GitHub repositories)haveto meetthefollowing requirements:21 +All openMINDS metadata models use a light-weighted schema template syntax for defining the metadata. The correspondingly formatted schema files use the extension: **##.schema.tpl.json##**. 23 23 24 24 (% style="text-align: justify;" %) 25 - **(1)**The openMINDS metadatamodel has tobe located on a**publicGitHubrepository**andpublishedunder an**MITlicense**.24 +Although, as the file extension suggests, this openMINDS schema template syntax is inspired by JSON-Schema, it facilitates or even excludes technical aspects that are generally expected for the openMINDS schemas making it more human-readable, especially for untrained eyes. Behind the scenes, within the openMINDS integration pipeline (cf. below), this schema template syntax is then interpreted and flexibly translated to various formal metadata formats (e.g., JSON-Schema). 26 26 27 27 (% style="text-align: justify;" %) 28 - **(2)**TheGitHubrepositoryshouldhave at leastone**versionbranch** (e.g., "v1").27 +Despite the simplification in comparison to JSON-Schema, the openMINDS schema templates are also, at the core, specially formatted JSON files using a particular syntax, meaning special key-value pairs that define the validation rules of a schema. 29 29 30 30 (% style="text-align: justify;" %) 31 - **(3)** Theversionbranchshould havethe following**maindirectoryfolders**:**##schemas##**(required), **##tests##**(recommended),**##examples##**(recommended),and**##img##** (optional).30 +Please find in the following a full documentation of the openMINDS schema template syntax and how the key-value pairs need to be defined and interpreted. 32 32 33 33 (% style="text-align: justify;" %) 34 - **(4)**The **##schemas##** foldershould containtheschemasof that metadata model implemented inthe**openMINDS schematemplateyntax**(cf. below). The directory of the schemas can be further structured or flat.33 +===== Target & context templates ===== 35 35 36 36 (% style="text-align: justify;" %) 37 - **(5)**The **##tests##**foldershouldcontaintest-instances(JSON-LDs)forthe schemasinaflat directory.Thefile names forthese test-instancesshouldfollowtheconventionof36 +An openMINDS schema //HAS TO HAVE// a **##"_type"##** to be recognized as **target template**. In other words, the **##"_type"##** is used to define the openMINDS namespace of a corresponding schema using the following naming convention: 38 38 39 -(% style="text-align: center;" %) 40 -**##<<XXX>>-<<YYY>>.jsonld##** 41 - 42 -(% style="text-align: justify;" %) 43 -for files that should pass the tests, and 44 - 45 -(% style="text-align: center;" %) 46 -**##<<XXX>>-<<YYY>>-nok.jsonld##** 47 - 48 -(% style="text-align: justify;" %) 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##**). 50 - 51 -(% style="text-align: justify;" %) 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. 53 - 54 -(% style="text-align: justify;" %) 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. 56 - 57 -=== The openMINDS vocabulary === 58 - 59 -(% style="text-align: justify;" %) 60 -Located under the folder **##vocab##** in the main openMINDS GitHub directory, the openMINDS vocabulary is semi-automatically gathered and stored in dedicated JSON files (**##types.json##** and **##properties.json##**). The openMINDS integration pipeline makes sure that both files are updated with each commit to any of the GitHub repositories for the openMINDS metadata models. For this reason, the files always contain an up-to-date list of all schemas and properties in use. This setup not only allows us to centrally maintain general definitions and references for schema **types** and **properties** across all openMINDS metadata models, but also to keep several technical aspects for the openMINDS schemas hidden from the naive user. How this works is explained in the following. 61 - 62 -(% style="text-align: justify;" %) 63 -The **##types.json##** file is an associative array listing all existing openMINDS schemas. For each openMINDS schema a nested associative array is created providing the respective display label, the general description, and a list of references to corresponding schemas of other initiatives: 64 - 65 65 {{code language="json"}} 66 66 { 67 - "OPENMINDS_SCHEMA_TYPE": { 68 - "description": "GENERAL_DESCRIPTION", 69 - "name": "DISPLAY_LABEL", 70 - "translatableTo": [ 71 - "REFERENCE_TO_RELATED_SCHEMA_OF_OTHER_INITIATIVE" 72 - ] 73 - } 40 + "_type": "https:~/~/openminds.ebrains.eu/<<schema-model>>/<<schema-name>>" 74 74 } 75 75 {{/code}} 76 76 77 77 (% style="text-align: justify;" %) 78 - With each newschema committed to one of the openMINDS metadata models, a new entry is appendedto the**##types.json##** file, with the display label automatically derived from therespective schematype and the remaining attributes provided with a null value. Once an entry for a schema is made in the **##types.json##**file,all attributes(**##name##**, **##description##**,and **##translatableTo##**)can bemanually edited. All manualeditionswill be preserved and notoverwritten whenthefile is updated again with a new commit. In case a schema is deletedfromthe openMINDS metadata models,the correspondingentry in thetypes.json ismarkedasbeingdeprecated(additionalattribute;##"deprecated": true##).It onlycanbepermanently removedfromthe**##types.json##**file,if the entryisnually deleted.45 +where **##<<schema-model>>##** has to be replaced with the label of the openMINDS metadata model the corresponding schema belongs to and **##<<schema-name>>##** exchanged with the label of that schema. 79 79 80 80 (% style="text-align: justify;" %) 81 - Similar to the **##types.json##**file,the **##properties.json##** file isanassociative array listing allproperties across all existing openMINDS schemas.ForeachopenMINDSpropertyanestedassociativearrayiscreated providingtheespectiveisplaylabel,the generaldescription,thelabel for displayingthereversed link of that property, the list of schemasinwhichtheproperty is used, anda list of referencestomatchingschemapropertiesof other initiatives:48 +If an openMINDS schema template file //DOES NOT// define a **##"_type"##**, it is interpreted as a **context template** which //HAS TO BE// extended to a target template. 82 82 83 -{{code language="json"}} 84 -{ 85 - "PROPERTY_NAME": { 86 - "description": "GENERAL_DESCRIPTION", 87 - "name": "DISPLAY_LABEL", 88 - "nameForReverseLink": "DISPLAY_LABEL_OF_REVERSED_LINK", 89 - "sameAs": [ 90 - "REFERENCE_TO_MATCHING_SCHEMA-PROPERTY_OF_OTHER_INITIATIVE" 91 - ], 92 - "schemas": [ 93 - "RELATIVE_PATH_TO_SCHEMA_USING_THIS_PROPERTY" 94 - ] 95 - } 96 -} 97 -{{/code}} 98 - 99 99 (% style="text-align: justify;" %) 100 - The keywords of thosenesteddictionaries arepre-definedtoconsistentlycaptureforall schematypes and propertiestheir namespace,theiroccurrence(cf. **##"schemas"##**in**##properties.json##**),theirgeneraldescription(cf.**##"description"##**in**##types.json##**and**##properties.json##**),andpossiblereferencestorelated ormatchingschemaypes(cf.**##"translatableTo"##**in **##types.json##**)and properties (cf. **##""sameAs""##**in**##properties.json##**)ofothermetadatainitiatives(e.g., schema.org).51 +Context templates are and should be used when multiple openMINDS schemas (target templates) have the same subset of properties. This common subset of properties can then be defined within a single context schema instead of each target template which facilitates the long-term maintenance of these properties. 101 101 102 102 (% style="text-align: justify;" %) 103 -T his setup alsoallows us todefinesomevalues/entriestobe automatically filledinbytheopenMINDS integrationpipelinewith eachcommitooneoftheopenMINDSrepositories(**##"name"##**,**##"schemas"##**)and otherstobemanuallyeditablelater on(**##"description"##**,**##"translatableTo"##**,**##"sameAs"##**,**##"nameForReverseLink"##**).54 +To define that a target template is the extension of a context template, the target template can state under **##"_extends"##** the relative path to the context template. Note that this requires the context and corresponding target templates to be located in the same openMINDS metadata model repository. 104 104 105 105 (% style="text-align: justify;" %) 106 - Forsecurity, outdated entries in those openMINDSvocabulary files (e.g., becausethe namespace of the schema type orproperty changed or the schema type or property was deleted) are not automatically deleted, but kept and marked as beingdeprecated. After evaluation, deprecated schema types orpropertiescan be deleted manually from openMINDS vocabulary.57 +===== String properties ===== 107 107 108 108 (% style="text-align: justify;" %) 109 - With that, the openMINDS vocab reflects always an up-to-date status of the schema types and properties inuse across allopenMINDS metadata models, while providing the opportunity to centrally review and maintain their consistency and references.60 +(//**coming soon**//) 110 110 111 -=== The openMINDS schema template syntax === 112 - 113 113 (% style="text-align: justify;" %) 114 - AllopenMINDS metadata models are definedusing a light-weighted schema template syntax. Although this schema template syntax is inspired by JSON-Schema,it outsources most schematechnicalitiesto be handled in the openMINDS integrationpipeline, making the openMINDS schemas more human-readable, especially for untrained eyes.63 +===== Numerical properties ===== 115 115 116 116 (% 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 syntaxis interpreted, extended and flexibly translated to various formal schema languages.All furtherspecificationsof the openMINDS schema template syntax are described below.66 +(//**coming soon**//) 118 118 119 119 (% style="text-align: justify;" %) 120 - AllopenMINDS schemas needtohave the extension **##.schema.tpl.json##** andeach schema is defined as a nested associative array (dictionary) with thefollowing conceptualstructure:69 +===== Object properties ===== 121 121 122 -{{code language="json"}} 123 -{ 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 - ] 133 -} 134 -{{/code}} 135 - 136 136 (% style="text-align: justify;" %) 137 -** ##"_type"##** defines the schema type (or namespace) with the depictednamingconvention, where the label of the respectiveopenMINDS 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.72 +(//**coming soon**//) 138 138 139 139 (% style="text-align: justify;" %) 140 - Under**##"properties"##** a nested associative arrayis defined, where each key defines the property name (format: lowerCamelCase; e.g. **##"givenName"##**). The corresponding value is again a nested associative arraydefining the expected data **##"type"##** (cf. below) and the **##"_instructions"##**for entering the correct metadata for the respective property.75 +===== Property arrays ===== 141 141 142 142 (% style="text-align: justify;" %) 143 - Under**##"required"##** a list of property namescan be provided that are obligatory to be present in a correctly instantiatedmetadatainstanceof the respective schema. If noneof the properties are required, this key-value pair doesnot have to be specified.78 +(//**coming soon**//) 144 144 145 -(% style="text-align: justify;" %) 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"##**. 147 147 148 148 === The openMINDS integration pipeline === 149 149 150 -(//**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/}} 83 +(//**coming soon**//)