Evaluate Schema
{
"$id": "http://www.3ds.com/schemas/evalApprox.json",
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "Evaluate Approximations",
"type": "object",
"info": {
"description": "JSON schema for evaluating approximations for a point, set of points, or sweep against a baseline.",
"version": "1.0",
"title": "Eval Approx Options"
},
"additionalProperties": false,
"properties": {
"approxIds": {
"description": "A list of approx IDs to be evaluated",
"type": "array",
"items": {
"type": "string"
},
"minItems": 1,
"uniqueItems": true
},
"approxPoint": {
"$ref": "#/definitions/point"
},
"approxPoints": {
"$ref": "#/definitions/arrayOfPoints"
},
"baselinePoint": {
"$ref": "#/definitions/point"
},
"sweepValues": {
"$ref": "#/definitions/arrayOfValues"
}
},
"oneOf": [
{
"required": [
"approxPoint"
]
},
{
"required": [
"approxPoints"
]
},
{
"required": [
"baselinePoint",
"sweepValues"
]
}
],
"definitions": {
"point": {
"description": "An object mapping ID strings to values",
"type": "object",
"patternProperties": {
"[0-9a-z]{8}-[0-9a-z]{4}-[0-9a-z]{4}-[0-9a-z]{4}-[0-9a-z]{12}": {
"$ref": "#/definitions/parameter"
}
},
"minProperties": 1
},
"arrayOfPoints": {
"description": "An array of points",
"type": "array",
"items": {
"$ref": "#/definitions/point"
}
},
"arrayOfValues": {
"description": "An object mapping ID strings to vectors of numbers",
"type": "object",
"patternProperties": {
".*": {
"type": "array",
"items":{"type":"number"}
}
},
"minProperties":1
},
"parameter": {
"description": "A value for a parameter",
"type": "number"
}
},
"required": [
"approxIds"
]
}
Kriging Schema
{
"$id": "http://www.3ds.com/schemas/krigingSchema.json",
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "Kriging",
"type": "object",
"info": {
"description": "JSON schema Kriging options.",
"version": "1.0",
"title": "Kriging Options"
},
"additionalProperties": false,
"properties": {
"filterdist": {
"type": "number",
"default": 0.0005,
"title": "Minimum distance between points",
"description": "Minimum distance between points"
},
"corrfun": {
"type": "string",
"enum": ["gaussian","exponential","cspline","mlinear","mcubic"],
"title":"Correlation function",
"description": "Correlation function",
"default": "gaussian"
},
"alpha": {
"type": "number",
"default": 1.0E-8,
"title": "Alpha",
"description": "Alpha"
},
"scalfun": {
"type": "string",
"enum": ["mean_0_standardization","min_max_normalization"],
"title":"Input Parameter Scaling",
"description": "Input Parameter Scaling",
"default": "mean_0_standardization"
},
"optim": {
"type": "string",
"enum": ["mle","setaside"],
"title":"Optimize On",
"description": "Optimize On",
"default": "mle"
},
"polyOrder": {
"type": "integer",
"minimum": 1,
"maximum": 10,
"default": 4,
"title": "Polynomial Order",
"description": "The order of the polynomial that will be used to fit the model."
},
"enableTermSelection": {
"type": "boolean",
"title": "Enable Term Selection",
"description": "When enabled, this will use the F-ratios to add and remove terms in order to fit a compact model",
"default": true
},
"enablekrig":{
"type": "boolean",
"title": "Enable Kriging",
"description" : "Is kriging enabled",
"default": true
},
"cutoffTerms": {
"type": "integer",
"title":"?",
"description": "?",
"default": 0
},
"FtoAdd": {
"type": "number",
"title":"F-ratio to Add Term",
"description": "The Fratio above which the corresponding term will be added to the model",
"default": 4
},
"FtoDrop": {
"type": "number",
"title":"F-ratio to Drop Term",
"description": "The Fratio below which the corresponding term will be removed to the model",
"default": 4
},
"maxPoints": {
"type": "integer",
"title":"Maximum alternatives sampled",
"description": "Maximum alternatives sampled",
"default": 2000
}
}
}
RBF Schema
{
"$id": "http://www.3ds.com/schemas/rbfSchema.json",
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "RBF",
"type": "object",
"info": {
"description": "JSON schema Radial Basis Function (RBF) options.",
"version": "1.0",
"title": "RBF Options"
},
"additionalProperties": false,
"properties": {
"smoothingFilter": {
"type": "number",
"minimum": 0,
"maximum": 0.1,
"default": 0,
"title": "SmoothingFilter",
"description": "The filter that is appled to noisy data."
},
"maxPoints": {
"type": "integer",
"title":"Maximum alternatives sampled",
"description": "Maximum alternatives sampled",
"minimum": 1,
"maximum": 10000,
"default": 2000
}
}
}
RSM Schema
{
"$id": "https://www.3ds.com/schemas/rsmSchema.json",
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "RSM",
"type": "object",
"info": {
"description": "JSON schema Response Surface Methodolgy (RSM) options.",
"version": "1.0",
"title": "RSM Options"
},
"additionalProperties": false,
"properties": {
"polyOrder": {
"type": "integer",
"minimum": 1,
"maximum": 10,
"default": 4,
"title": "Polynomial Order",
"description": "The order of the polynomial that will be used to fit the model."
},
"enableTermSelection": {
"type": "boolean",
"title": "Enable Term Selection",
"description": "When enabled, this will use the F-ratios to add and remove terms in order to fit a compact model",
"default": true
},
"enablekrig":{
"type": "boolean",
"title": "Enable Kriging",
"description" : "Is kriging enabled",
"default": false
},
"cutoffTerms": {
"type": "integer",
"title":"?",
"description": "?",
"default": 0
},
"FtoAdd": {
"type": "number",
"title":"F-ratio to Add Term",
"description": "The Fratio above which the corresponding term will be added to the model",
"default": 4
},
"FtoDrop": {
"type": "number",
"title":"F-ratio to Drop Term",
"description": "The Fratio below which the corresponding term will be removed to the model",
"default": 4
},
"maxPoints": {
"type": "integer",
"title":"Maximum alternatives sampled",
"description": "Maximum alternatives sampled",
"default": 2000
},
"scalfun": {
"type": "string",
"enum": ["min_max_normalization"],
"title":"?",
"description": "?",
"default": "min_max_normalization"
}
}
}
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