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{ | ||
"$schema": "http://json-schema.org/draft-07/schema#", | ||
"$id": "https://smorrone.github.io/test.schema/schemas/ap-model.json#", | ||
|
||
"title": "ap Model Extension", | ||
"description": "STAC Analysis and processing resources (ap) Model Extension for STAC Items.", | ||
"oneOf": [ | ||
{ | ||
"$comment": "This is the schema for STAC Items. Remove this object if this extension only applies to Collections.", | ||
"allOf": [ | ||
{ | ||
"$ref": "#/definitions/stac_extensions" | ||
}, | ||
{ | ||
"type": "object", | ||
"required": [ | ||
"type", | ||
"properties", | ||
"assets" | ||
], | ||
"properties": { | ||
"type": { | ||
"const": "Feature" | ||
}, | ||
"properties": { | ||
"allOf": [ | ||
{ | ||
"$comment": "Require fields here for Item Properties.", | ||
"required": [ | ||
"ml-model:type", | ||
"ml-model:learning_approach", | ||
"ml-model:prediction_type", | ||
"ml-model:architecture" | ||
] | ||
}, | ||
{ | ||
"$ref": "#/definitions/common_fields" | ||
} | ||
] | ||
}, | ||
"assets": { | ||
"$comment": "This validates the fields in Item Assets, but does not require them.", | ||
"type": "object", | ||
"additionalProperties": { | ||
"$ref": "#/definitions/common_fields" | ||
} | ||
} | ||
} | ||
} | ||
] | ||
}, | ||
{ | ||
"$comment": "This is the schema for STAC Collections.", | ||
"type": "object", | ||
"allOf": [ | ||
{ | ||
"required": [ | ||
"type" | ||
], | ||
"properties": { | ||
"type": { | ||
"const": "Collection" | ||
} | ||
} | ||
}, | ||
{ | ||
"$ref": "#/definitions/stac_extensions" | ||
} | ||
], | ||
"anyOf": [ | ||
{ | ||
"$comment": "This validates the fields in Collection Assets, but does not require them.", | ||
"required": [ | ||
"assets" | ||
], | ||
"properties": { | ||
"assets": { | ||
"type": "object", | ||
"not": { | ||
"additionalProperties": { | ||
"not": { | ||
"allOf": [ | ||
{ | ||
"$ref": "#/definitions/require_any_field" | ||
}, | ||
{ | ||
"$ref": "#/definitions/common_fields" | ||
} | ||
] | ||
} | ||
} | ||
} | ||
} | ||
} | ||
}, | ||
{ | ||
"$comment": "This is the schema for the fields in Item Asset Definitions. It doesn't require any fields.", | ||
"required": [ | ||
"item_assets" | ||
], | ||
"properties": { | ||
"item_assets": { | ||
"type": "object", | ||
"not": { | ||
"additionalProperties": { | ||
"not": { | ||
"allOf": [ | ||
{ | ||
"$ref": "#/definitions/require_any_field" | ||
}, | ||
{ | ||
"$ref": "#/definitions/common_fields" | ||
} | ||
] | ||
} | ||
} | ||
} | ||
} | ||
} | ||
}, | ||
{ | ||
"$comment": "This is the schema for the fields in Summaries. By default, only checks the existance of the properties, but not the schema of the summaries.", | ||
"required": [ | ||
"summaries" | ||
], | ||
"properties": { | ||
"summaries": { | ||
"$ref": "#/definitions/require_any_field" | ||
} | ||
} | ||
} | ||
] | ||
} | ||
], | ||
"definitions": { | ||
"stac_extensions": { | ||
"type": "object", | ||
"required": [ | ||
"stac_extensions" | ||
], | ||
"properties": { | ||
"stac_extensions": { | ||
"type": "array", | ||
"contains": { | ||
"const": "https://stac-extensions.github.io/ml-model/v1.0.0/schema.json" | ||
} | ||
} | ||
} | ||
}, | ||
"require_any_field": { | ||
"$comment": "Please list all fields here so that we can force the existance of one of them in other parts of the schemas.", | ||
"anyOf": [ | ||
{ | ||
"required": [ | ||
"ml-model:learning_approach" | ||
] | ||
}, | ||
{ | ||
"required": [ | ||
"ml-model:prediction_type" | ||
] | ||
}, | ||
{ | ||
"required": [ | ||
"ml-model:architecture" | ||
] | ||
}, | ||
{ | ||
"required": [ | ||
"ml-model:input_data_used" | ||
] | ||
}, | ||
{ | ||
"required": [ | ||
"ml-model:output_data_obtained" | ||
] | ||
} | ||
] | ||
}, | ||
"common_fields": { | ||
"$comment": "Add your new Item fields here. Don't require them here, do that above in the corresponding schema.", | ||
"type": "object", | ||
"properties": { | ||
"ml-model:type": { | ||
"const": "ml-model" | ||
}, | ||
"ml-model:learning_approach": { | ||
"type": "string" | ||
}, | ||
"ml-model:prediction_type": { | ||
"type": "string" | ||
}, | ||
"ml-model:architecture": { | ||
"type": "string" | ||
}, | ||
"ml-model:training-os": { | ||
"type": "string" | ||
}, | ||
"ap-model:input_data_used": { | ||
"type": "string" | ||
}, | ||
"ap-model:output_data_obtained": { | ||
"type": "string" | ||
}, | ||
"ml-model:training-processor-type": { | ||
"type": "string", | ||
"enum": ["cpu", "gpu"] | ||
} | ||
}, | ||
"patternProperties": { | ||
"^(?!ml-model:)": {}, | ||
"^(?!ap-model:)": {} | ||
}, | ||
"additionalProperties": false | ||
} | ||
} | ||
} |