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schema-ap.json
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schema-ap.json
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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
}
}
}