From 5e416c352ebfb875482f890c6362fee5f84af1f6 Mon Sep 17 00:00:00 2001 From: bob Date: Tue, 19 Mar 2019 15:50:54 -0400 Subject: started to integrate Northstar. changed server port to 4321. --- .../northstar/model/idea/MetricTypeMapping.ts | 30 + src/client/northstar/model/idea/idea.ts | 8551 ++++++++++++++++++++ 2 files changed, 8581 insertions(+) create mode 100644 src/client/northstar/model/idea/MetricTypeMapping.ts create mode 100644 src/client/northstar/model/idea/idea.ts (limited to 'src/client/northstar/model/idea') diff --git a/src/client/northstar/model/idea/MetricTypeMapping.ts b/src/client/northstar/model/idea/MetricTypeMapping.ts new file mode 100644 index 000000000..11e0c871a --- /dev/null +++ b/src/client/northstar/model/idea/MetricTypeMapping.ts @@ -0,0 +1,30 @@ +import { MetricType } from "./Idea"; +import { Dictionary } from 'typescript-collections'; + + +export class MetricTypeMapping { + + public static GetMetricInterpretation(metricType: MetricType): MetricInterpretation { + if (metricType == MetricType.Accuracy || + metricType == MetricType.F1 || + metricType == MetricType.F1Macro || + metricType == MetricType.F1Micro || + metricType == MetricType.JaccardSimilarityScore || + metricType == MetricType.ObjectDetectionAveragePrecision || + metricType == MetricType.Precision || + metricType == MetricType.PrecisionAtTopK || + metricType == MetricType.NormalizedMutualInformation || + metricType == MetricType.Recall || + metricType == MetricType.RocAucMacro || + metricType == MetricType.RocAuc || + metricType == MetricType.RocAucMicro || + metricType == MetricType.RSquared) { + return MetricInterpretation.HigherIsBetter; + } + return MetricInterpretation.LowerIsBetter; + } +} + +export enum MetricInterpretation { + HigherIsBetter, LowerIsBetter +} \ No newline at end of file diff --git a/src/client/northstar/model/idea/idea.ts b/src/client/northstar/model/idea/idea.ts new file mode 100644 index 000000000..9d9d60678 --- /dev/null +++ b/src/client/northstar/model/idea/idea.ts @@ -0,0 +1,8551 @@ +/* tslint:disable */ +//---------------------- +// +// Generated using the NSwag toolchain v11.19.2.0 (NJsonSchema v9.10.73.0 (Newtonsoft.Json v9.0.0.0)) (http://NSwag.org) +// +//---------------------- +// ReSharper disable InconsistentNaming + + + +export enum AggregateFunction { + None = "None", + Sum = "Sum", + SumE = "SumE", + Count = "Count", + Min = "Min", + Max = "Max", + Avg = "Avg", +} + +export abstract class AggregateParameters implements IAggregateParameters { + + protected _discriminator: string; + + constructor(data?: IAggregateParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "AggregateParameters"; + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): AggregateParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "AverageAggregateParameters") { + let result = new AverageAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SingleDimensionAggregateParameters") { + throw new Error("The abstract class 'SingleDimensionAggregateParameters' cannot be instantiated."); + } + if (data["discriminator"] === "CountAggregateParameters") { + let result = new CountAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "KDEAggregateParameters") { + let result = new KDEAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "MarginAggregateParameters") { + let result = new MarginAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "MaxAggregateParameters") { + let result = new MaxAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "MinAggregateParameters") { + let result = new MinAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SumAggregateParameters") { + let result = new SumAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SumEstimationAggregateParameters") { + let result = new SumEstimationAggregateParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'AggregateParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + return data; + } +} + +export interface IAggregateParameters { +} + +export abstract class SingleDimensionAggregateParameters extends AggregateParameters implements ISingleDimensionAggregateParameters { + attributeParameters?: AttributeParameters | undefined; + distinctAttributeParameters?: AttributeParameters | undefined; + + constructor(data?: ISingleDimensionAggregateParameters) { + super(data); + this._discriminator = "SingleDimensionAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.attributeParameters = data["AttributeParameters"] ? AttributeParameters.fromJS(data["AttributeParameters"]) : undefined; + this.distinctAttributeParameters = data["DistinctAttributeParameters"] ? AttributeParameters.fromJS(data["DistinctAttributeParameters"]) : undefined; + } + } + + static fromJS(data: any): SingleDimensionAggregateParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "AverageAggregateParameters") { + let result = new AverageAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "CountAggregateParameters") { + let result = new CountAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "KDEAggregateParameters") { + let result = new KDEAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "MarginAggregateParameters") { + let result = new MarginAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "MaxAggregateParameters") { + let result = new MaxAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "MinAggregateParameters") { + let result = new MinAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SumAggregateParameters") { + let result = new SumAggregateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SumEstimationAggregateParameters") { + let result = new SumEstimationAggregateParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'SingleDimensionAggregateParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["AttributeParameters"] = this.attributeParameters ? this.attributeParameters.toJSON() : undefined; + data["DistinctAttributeParameters"] = this.distinctAttributeParameters ? this.distinctAttributeParameters.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface ISingleDimensionAggregateParameters extends IAggregateParameters { + attributeParameters?: AttributeParameters | undefined; + distinctAttributeParameters?: AttributeParameters | undefined; +} + +export class AverageAggregateParameters extends SingleDimensionAggregateParameters implements IAverageAggregateParameters { + + constructor(data?: IAverageAggregateParameters) { + super(data); + this._discriminator = "AverageAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): AverageAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new AverageAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IAverageAggregateParameters extends ISingleDimensionAggregateParameters { +} + +export abstract class AttributeParameters implements IAttributeParameters { + visualizationHints?: VisualizationHint[] | undefined; + rawName?: string | undefined; + + protected _discriminator: string; + + constructor(data?: IAttributeParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "AttributeParameters"; + } + + init(data?: any) { + if (data) { + if (data["VisualizationHints"] && data["VisualizationHints"].constructor === Array) { + this.visualizationHints = []; + for (let item of data["VisualizationHints"]) + this.visualizationHints.push(item); + } + this.rawName = data["RawName"]; + } + } + + static fromJS(data: any): AttributeParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "AttributeBackendParameters") { + let result = new AttributeBackendParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "AttributeCaclculatedParameters") { + throw new Error("The abstract class 'AttributeCaclculatedParameters' cannot be instantiated."); + } + if (data["discriminator"] === "AttributeCodeParameters") { + let result = new AttributeCodeParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "AttributeColumnParameters") { + let result = new AttributeColumnParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'AttributeParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + if (this.visualizationHints && this.visualizationHints.constructor === Array) { + data["VisualizationHints"] = []; + for (let item of this.visualizationHints) + data["VisualizationHints"].push(item); + } + data["RawName"] = this.rawName; + return data; + } +} + +export interface IAttributeParameters { + visualizationHints?: VisualizationHint[] | undefined; + rawName?: string | undefined; +} + +export enum VisualizationHint { + TreatAsEnumeration = "TreatAsEnumeration", + DefaultFlipAxis = "DefaultFlipAxis", + Image = "Image", +} + +export abstract class AttributeCaclculatedParameters extends AttributeParameters implements IAttributeCaclculatedParameters { + + constructor(data?: IAttributeCaclculatedParameters) { + super(data); + this._discriminator = "AttributeCaclculatedParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): AttributeCaclculatedParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "AttributeBackendParameters") { + let result = new AttributeBackendParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "AttributeCodeParameters") { + let result = new AttributeCodeParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'AttributeCaclculatedParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IAttributeCaclculatedParameters extends IAttributeParameters { +} + +export class AttributeBackendParameters extends AttributeCaclculatedParameters implements IAttributeBackendParameters { + id?: string | undefined; + + constructor(data?: IAttributeBackendParameters) { + super(data); + this._discriminator = "AttributeBackendParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.id = data["Id"]; + } + } + + static fromJS(data: any): AttributeBackendParameters { + data = typeof data === 'object' ? data : {}; + let result = new AttributeBackendParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + super.toJSON(data); + return data; + } +} + +export interface IAttributeBackendParameters extends IAttributeCaclculatedParameters { + id?: string | undefined; +} + +export class AttributeCodeParameters extends AttributeCaclculatedParameters implements IAttributeCodeParameters { + code?: string | undefined; + + constructor(data?: IAttributeCodeParameters) { + super(data); + this._discriminator = "AttributeCodeParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.code = data["Code"]; + } + } + + static fromJS(data: any): AttributeCodeParameters { + data = typeof data === 'object' ? data : {}; + let result = new AttributeCodeParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Code"] = this.code; + super.toJSON(data); + return data; + } +} + +export interface IAttributeCodeParameters extends IAttributeCaclculatedParameters { + code?: string | undefined; +} + +export class AttributeColumnParameters extends AttributeParameters implements IAttributeColumnParameters { + + constructor(data?: IAttributeColumnParameters) { + super(data); + this._discriminator = "AttributeColumnParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): AttributeColumnParameters { + data = typeof data === 'object' ? data : {}; + let result = new AttributeColumnParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IAttributeColumnParameters extends IAttributeParameters { +} + +export class CountAggregateParameters extends SingleDimensionAggregateParameters implements ICountAggregateParameters { + + constructor(data?: ICountAggregateParameters) { + super(data); + this._discriminator = "CountAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): CountAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new CountAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ICountAggregateParameters extends ISingleDimensionAggregateParameters { +} + +export class KDEAggregateParameters extends SingleDimensionAggregateParameters implements IKDEAggregateParameters { + nrOfSamples?: number | undefined; + + constructor(data?: IKDEAggregateParameters) { + super(data); + this._discriminator = "KDEAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.nrOfSamples = data["NrOfSamples"]; + } + } + + static fromJS(data: any): KDEAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new KDEAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["NrOfSamples"] = this.nrOfSamples; + super.toJSON(data); + return data; + } +} + +export interface IKDEAggregateParameters extends ISingleDimensionAggregateParameters { + nrOfSamples?: number | undefined; +} + +export class MarginAggregateParameters extends SingleDimensionAggregateParameters implements IMarginAggregateParameters { + aggregateFunction?: AggregateFunction | undefined; + + constructor(data?: IMarginAggregateParameters) { + super(data); + this._discriminator = "MarginAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.aggregateFunction = data["AggregateFunction"]; + } + } + + static fromJS(data: any): MarginAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new MarginAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["AggregateFunction"] = this.aggregateFunction; + super.toJSON(data); + return data; + } +} + +export interface IMarginAggregateParameters extends ISingleDimensionAggregateParameters { + aggregateFunction?: AggregateFunction | undefined; +} + +export class MaxAggregateParameters extends SingleDimensionAggregateParameters implements IMaxAggregateParameters { + + constructor(data?: IMaxAggregateParameters) { + super(data); + this._discriminator = "MaxAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): MaxAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new MaxAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IMaxAggregateParameters extends ISingleDimensionAggregateParameters { +} + +export class MinAggregateParameters extends SingleDimensionAggregateParameters implements IMinAggregateParameters { + + constructor(data?: IMinAggregateParameters) { + super(data); + this._discriminator = "MinAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): MinAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new MinAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IMinAggregateParameters extends ISingleDimensionAggregateParameters { +} + +export class SumAggregateParameters extends SingleDimensionAggregateParameters implements ISumAggregateParameters { + + constructor(data?: ISumAggregateParameters) { + super(data); + this._discriminator = "SumAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): SumAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new SumAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ISumAggregateParameters extends ISingleDimensionAggregateParameters { +} + +export class SumEstimationAggregateParameters extends SingleDimensionAggregateParameters implements ISumEstimationAggregateParameters { + + constructor(data?: ISumEstimationAggregateParameters) { + super(data); + this._discriminator = "SumEstimationAggregateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): SumEstimationAggregateParameters { + data = typeof data === 'object' ? data : {}; + let result = new SumEstimationAggregateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ISumEstimationAggregateParameters extends ISingleDimensionAggregateParameters { +} + +export enum OrderingFunction { + None = 0, + SortUp = 1, + SortDown = 2, +} + +export abstract class BinningParameters implements IBinningParameters { + attributeParameters?: AttributeParameters | undefined; + + protected _discriminator: string; + + constructor(data?: IBinningParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "BinningParameters"; + } + + init(data?: any) { + if (data) { + this.attributeParameters = data["AttributeParameters"] ? AttributeParameters.fromJS(data["AttributeParameters"]) : undefined; + } + } + + static fromJS(data: any): BinningParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "EquiWidthBinningParameters") { + let result = new EquiWidthBinningParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SingleBinBinningParameters") { + let result = new SingleBinBinningParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'BinningParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["AttributeParameters"] = this.attributeParameters ? this.attributeParameters.toJSON() : undefined; + return data; + } +} + +export interface IBinningParameters { + attributeParameters?: AttributeParameters | undefined; +} + +export class EquiWidthBinningParameters extends BinningParameters implements IEquiWidthBinningParameters { + minValue?: number | undefined; + maxValue?: number | undefined; + requestedNrOfBins?: number | undefined; + referenceValue?: number | undefined; + step?: number | undefined; + + constructor(data?: IEquiWidthBinningParameters) { + super(data); + this._discriminator = "EquiWidthBinningParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.minValue = data["MinValue"]; + this.maxValue = data["MaxValue"]; + this.requestedNrOfBins = data["RequestedNrOfBins"]; + this.referenceValue = data["ReferenceValue"]; + this.step = data["Step"]; + } + } + + static fromJS(data: any): EquiWidthBinningParameters { + data = typeof data === 'object' ? data : {}; + let result = new EquiWidthBinningParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["MinValue"] = this.minValue; + data["MaxValue"] = this.maxValue; + data["RequestedNrOfBins"] = this.requestedNrOfBins; + data["ReferenceValue"] = this.referenceValue; + data["Step"] = this.step; + super.toJSON(data); + return data; + } +} + +export interface IEquiWidthBinningParameters extends IBinningParameters { + minValue?: number | undefined; + maxValue?: number | undefined; + requestedNrOfBins?: number | undefined; + referenceValue?: number | undefined; + step?: number | undefined; +} + +export class SingleBinBinningParameters extends BinningParameters implements ISingleBinBinningParameters { + + constructor(data?: ISingleBinBinningParameters) { + super(data); + this._discriminator = "SingleBinBinningParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): SingleBinBinningParameters { + data = typeof data === 'object' ? data : {}; + let result = new SingleBinBinningParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ISingleBinBinningParameters extends IBinningParameters { +} + +export class Attribute implements IAttribute { + displayName?: string | undefined; + rawName?: string | undefined; + description?: string | undefined; + dataType?: DataType | undefined; + visualizationHints?: VisualizationHint[] | undefined; + isTarget?: boolean | undefined; + + constructor(data?: IAttribute) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.displayName = data["DisplayName"]; + this.rawName = data["RawName"]; + this.description = data["Description"]; + this.dataType = data["DataType"]; + if (data["VisualizationHints"] && data["VisualizationHints"].constructor === Array) { + this.visualizationHints = []; + for (let item of data["VisualizationHints"]) + this.visualizationHints.push(item); + } + this.isTarget = data["IsTarget"]; + } + } + + static fromJS(data: any): Attribute { + data = typeof data === 'object' ? data : {}; + let result = new Attribute(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["DisplayName"] = this.displayName; + data["RawName"] = this.rawName; + data["Description"] = this.description; + data["DataType"] = this.dataType; + if (this.visualizationHints && this.visualizationHints.constructor === Array) { + data["VisualizationHints"] = []; + for (let item of this.visualizationHints) + data["VisualizationHints"].push(item); + } + data["IsTarget"] = this.isTarget; + return data; + } +} + +export interface IAttribute { + displayName?: string | undefined; + rawName?: string | undefined; + description?: string | undefined; + dataType?: DataType | undefined; + visualizationHints?: VisualizationHint[] | undefined; + isTarget?: boolean | undefined; +} + +export enum DataType { + Int = "Int", + String = "String", + Float = "Float", + Double = "Double", + DateTime = "DateTime", + Object = "Object", + Undefined = "Undefined", +} + +export class AttributeGroup implements IAttributeGroup { + name?: string | undefined; + attributeGroups?: AttributeGroup[] | undefined; + attributes?: Attribute[] | undefined; + + constructor(data?: IAttributeGroup) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.name = data["Name"]; + if (data["AttributeGroups"] && data["AttributeGroups"].constructor === Array) { + this.attributeGroups = []; + for (let item of data["AttributeGroups"]) + this.attributeGroups.push(AttributeGroup.fromJS(item)); + } + if (data["Attributes"] && data["Attributes"].constructor === Array) { + this.attributes = []; + for (let item of data["Attributes"]) + this.attributes.push(Attribute.fromJS(item)); + } + } + } + + static fromJS(data: any): AttributeGroup { + data = typeof data === 'object' ? data : {}; + let result = new AttributeGroup(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Name"] = this.name; + if (this.attributeGroups && this.attributeGroups.constructor === Array) { + data["AttributeGroups"] = []; + for (let item of this.attributeGroups) + data["AttributeGroups"].push(item.toJSON()); + } + if (this.attributes && this.attributes.constructor === Array) { + data["Attributes"] = []; + for (let item of this.attributes) + data["Attributes"].push(item.toJSON()); + } + return data; + } +} + +export interface IAttributeGroup { + name?: string | undefined; + attributeGroups?: AttributeGroup[] | undefined; + attributes?: Attribute[] | undefined; +} + +export class Catalog implements ICatalog { + supportedOperations?: string[] | undefined; + schemas?: Schema[] | undefined; + + constructor(data?: ICatalog) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["SupportedOperations"] && data["SupportedOperations"].constructor === Array) { + this.supportedOperations = []; + for (let item of data["SupportedOperations"]) + this.supportedOperations.push(item); + } + if (data["Schemas"] && data["Schemas"].constructor === Array) { + this.schemas = []; + for (let item of data["Schemas"]) + this.schemas.push(Schema.fromJS(item)); + } + } + } + + static fromJS(data: any): Catalog { + data = typeof data === 'object' ? data : {}; + let result = new Catalog(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.supportedOperations && this.supportedOperations.constructor === Array) { + data["SupportedOperations"] = []; + for (let item of this.supportedOperations) + data["SupportedOperations"].push(item); + } + if (this.schemas && this.schemas.constructor === Array) { + data["Schemas"] = []; + for (let item of this.schemas) + data["Schemas"].push(item.toJSON()); + } + return data; + } +} + +export interface ICatalog { + supportedOperations?: string[] | undefined; + schemas?: Schema[] | undefined; +} + +export class Schema implements ISchema { + rootAttributeGroup?: AttributeGroup | undefined; + displayName?: string | undefined; + augmentedFrom?: string | undefined; + rawName?: string | undefined; + problemDescription?: string | undefined; + darpaProblemDoc?: DarpaProblemDoc | undefined; + distinctAttributeParameters?: AttributeParameters | undefined; + darpaDatasetDoc?: DarpaDatasetDoc | undefined; + darpaDatasetLocation?: string | undefined; + isMultiResourceData?: boolean | undefined; + problemFinderRows?: ProblemFinderRows[] | undefined; + correlationRows?: ProblemFinderRows[] | undefined; + + constructor(data?: ISchema) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.rootAttributeGroup = data["RootAttributeGroup"] ? AttributeGroup.fromJS(data["RootAttributeGroup"]) : undefined; + this.displayName = data["DisplayName"]; + this.augmentedFrom = data["AugmentedFrom"]; + this.rawName = data["RawName"]; + this.problemDescription = data["ProblemDescription"]; + this.darpaProblemDoc = data["DarpaProblemDoc"] ? DarpaProblemDoc.fromJS(data["DarpaProblemDoc"]) : undefined; + this.distinctAttributeParameters = data["DistinctAttributeParameters"] ? AttributeParameters.fromJS(data["DistinctAttributeParameters"]) : undefined; + this.darpaDatasetDoc = data["DarpaDatasetDoc"] ? DarpaDatasetDoc.fromJS(data["DarpaDatasetDoc"]) : undefined; + this.darpaDatasetLocation = data["DarpaDatasetLocation"]; + this.isMultiResourceData = data["IsMultiResourceData"]; + if (data["ProblemFinderRows"] && data["ProblemFinderRows"].constructor === Array) { + this.problemFinderRows = []; + for (let item of data["ProblemFinderRows"]) + this.problemFinderRows.push(ProblemFinderRows.fromJS(item)); + } + if (data["CorrelationRows"] && data["CorrelationRows"].constructor === Array) { + this.correlationRows = []; + for (let item of data["CorrelationRows"]) + this.correlationRows.push(ProblemFinderRows.fromJS(item)); + } + } + } + + static fromJS(data: any): Schema { + data = typeof data === 'object' ? data : {}; + let result = new Schema(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["RootAttributeGroup"] = this.rootAttributeGroup ? this.rootAttributeGroup.toJSON() : undefined; + data["DisplayName"] = this.displayName; + data["AugmentedFrom"] = this.augmentedFrom; + data["RawName"] = this.rawName; + data["ProblemDescription"] = this.problemDescription; + data["DarpaProblemDoc"] = this.darpaProblemDoc ? this.darpaProblemDoc.toJSON() : undefined; + data["DistinctAttributeParameters"] = this.distinctAttributeParameters ? this.distinctAttributeParameters.toJSON() : undefined; + data["DarpaDatasetDoc"] = this.darpaDatasetDoc ? this.darpaDatasetDoc.toJSON() : undefined; + data["DarpaDatasetLocation"] = this.darpaDatasetLocation; + data["IsMultiResourceData"] = this.isMultiResourceData; + if (this.problemFinderRows && this.problemFinderRows.constructor === Array) { + data["ProblemFinderRows"] = []; + for (let item of this.problemFinderRows) + data["ProblemFinderRows"].push(item.toJSON()); + } + if (this.correlationRows && this.correlationRows.constructor === Array) { + data["CorrelationRows"] = []; + for (let item of this.correlationRows) + data["CorrelationRows"].push(item.toJSON()); + } + return data; + } +} + +export interface ISchema { + rootAttributeGroup?: AttributeGroup | undefined; + displayName?: string | undefined; + augmentedFrom?: string | undefined; + rawName?: string | undefined; + problemDescription?: string | undefined; + darpaProblemDoc?: DarpaProblemDoc | undefined; + distinctAttributeParameters?: AttributeParameters | undefined; + darpaDatasetDoc?: DarpaDatasetDoc | undefined; + darpaDatasetLocation?: string | undefined; + isMultiResourceData?: boolean | undefined; + problemFinderRows?: ProblemFinderRows[] | undefined; + correlationRows?: ProblemFinderRows[] | undefined; +} + +export class DarpaProblemDoc implements IDarpaProblemDoc { + about?: ProblemAbout | undefined; + inputs?: ProblemInputs | undefined; + + constructor(data?: IDarpaProblemDoc) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.about = data["about"] ? ProblemAbout.fromJS(data["about"]) : undefined; + this.inputs = data["inputs"] ? ProblemInputs.fromJS(data["inputs"]) : undefined; + } + } + + static fromJS(data: any): DarpaProblemDoc { + data = typeof data === 'object' ? data : {}; + let result = new DarpaProblemDoc(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["about"] = this.about ? this.about.toJSON() : undefined; + data["inputs"] = this.inputs ? this.inputs.toJSON() : undefined; + return data; + } +} + +export interface IDarpaProblemDoc { + about?: ProblemAbout | undefined; + inputs?: ProblemInputs | undefined; +} + +export class ProblemAbout implements IProblemAbout { + problemID?: string | undefined; + problemName?: string | undefined; + problemDescription?: string | undefined; + taskType?: string | undefined; + taskSubType?: string | undefined; + problemSchemaVersion?: string | undefined; + problemVersion?: string | undefined; + + constructor(data?: IProblemAbout) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.problemID = data["problemID"]; + this.problemName = data["problemName"]; + this.problemDescription = data["problemDescription"]; + this.taskType = data["taskType"]; + this.taskSubType = data["taskSubType"]; + this.problemSchemaVersion = data["problemSchemaVersion"]; + this.problemVersion = data["problemVersion"]; + } + } + + static fromJS(data: any): ProblemAbout { + data = typeof data === 'object' ? data : {}; + let result = new ProblemAbout(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["problemID"] = this.problemID; + data["problemName"] = this.problemName; + data["problemDescription"] = this.problemDescription; + data["taskType"] = this.taskType; + data["taskSubType"] = this.taskSubType; + data["problemSchemaVersion"] = this.problemSchemaVersion; + data["problemVersion"] = this.problemVersion; + return data; + } +} + +export interface IProblemAbout { + problemID?: string | undefined; + problemName?: string | undefined; + problemDescription?: string | undefined; + taskType?: string | undefined; + taskSubType?: string | undefined; + problemSchemaVersion?: string | undefined; + problemVersion?: string | undefined; +} + +export class ProblemInputs implements IProblemInputs { + data?: ProblemData[] | undefined; + performanceMetrics?: ProblemPerformanceMetric[] | undefined; + + constructor(data?: IProblemInputs) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["data"] && data["data"].constructor === Array) { + this.data = []; + for (let item of data["data"]) + this.data.push(ProblemData.fromJS(item)); + } + if (data["performanceMetrics"] && data["performanceMetrics"].constructor === Array) { + this.performanceMetrics = []; + for (let item of data["performanceMetrics"]) + this.performanceMetrics.push(ProblemPerformanceMetric.fromJS(item)); + } + } + } + + static fromJS(data: any): ProblemInputs { + data = typeof data === 'object' ? data : {}; + let result = new ProblemInputs(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.data && this.data.constructor === Array) { + data["data"] = []; + for (let item of this.data) + data["data"].push(item.toJSON()); + } + if (this.performanceMetrics && this.performanceMetrics.constructor === Array) { + data["performanceMetrics"] = []; + for (let item of this.performanceMetrics) + data["performanceMetrics"].push(item.toJSON()); + } + return data; + } +} + +export interface IProblemInputs { + data?: ProblemData[] | undefined; + performanceMetrics?: ProblemPerformanceMetric[] | undefined; +} + +export class ProblemData implements IProblemData { + datasetID?: string | undefined; + targets?: ProblemTarget[] | undefined; + + constructor(data?: IProblemData) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.datasetID = data["datasetID"]; + if (data["targets"] && data["targets"].constructor === Array) { + this.targets = []; + for (let item of data["targets"]) + this.targets.push(ProblemTarget.fromJS(item)); + } + } + } + + static fromJS(data: any): ProblemData { + data = typeof data === 'object' ? data : {}; + let result = new ProblemData(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["datasetID"] = this.datasetID; + if (this.targets && this.targets.constructor === Array) { + data["targets"] = []; + for (let item of this.targets) + data["targets"].push(item.toJSON()); + } + return data; + } +} + +export interface IProblemData { + datasetID?: string | undefined; + targets?: ProblemTarget[] | undefined; +} + +export class ProblemTarget implements IProblemTarget { + targetIndex?: number | undefined; + resID?: string | undefined; + colIndex?: number | undefined; + colName?: string | undefined; + + constructor(data?: IProblemTarget) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.targetIndex = data["targetIndex"]; + this.resID = data["resID"]; + this.colIndex = data["colIndex"]; + this.colName = data["colName"]; + } + } + + static fromJS(data: any): ProblemTarget { + data = typeof data === 'object' ? data : {}; + let result = new ProblemTarget(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["targetIndex"] = this.targetIndex; + data["resID"] = this.resID; + data["colIndex"] = this.colIndex; + data["colName"] = this.colName; + return data; + } +} + +export interface IProblemTarget { + targetIndex?: number | undefined; + resID?: string | undefined; + colIndex?: number | undefined; + colName?: string | undefined; +} + +export class ProblemPerformanceMetric implements IProblemPerformanceMetric { + metric?: string | undefined; + + constructor(data?: IProblemPerformanceMetric) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.metric = data["metric"]; + } + } + + static fromJS(data: any): ProblemPerformanceMetric { + data = typeof data === 'object' ? data : {}; + let result = new ProblemPerformanceMetric(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["metric"] = this.metric; + return data; + } +} + +export interface IProblemPerformanceMetric { + metric?: string | undefined; +} + +export class DarpaDatasetDoc implements IDarpaDatasetDoc { + about?: DatasetAbout | undefined; + dataResources?: Resource[] | undefined; + + constructor(data?: IDarpaDatasetDoc) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.about = data["about"] ? DatasetAbout.fromJS(data["about"]) : undefined; + if (data["dataResources"] && data["dataResources"].constructor === Array) { + this.dataResources = []; + for (let item of data["dataResources"]) + this.dataResources.push(Resource.fromJS(item)); + } + } + } + + static fromJS(data: any): DarpaDatasetDoc { + data = typeof data === 'object' ? data : {}; + let result = new DarpaDatasetDoc(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["about"] = this.about ? this.about.toJSON() : undefined; + if (this.dataResources && this.dataResources.constructor === Array) { + data["dataResources"] = []; + for (let item of this.dataResources) + data["dataResources"].push(item.toJSON()); + } + return data; + } +} + +export interface IDarpaDatasetDoc { + about?: DatasetAbout | undefined; + dataResources?: Resource[] | undefined; +} + +export class DatasetAbout implements IDatasetAbout { + datasetID?: string | undefined; + datasetName?: string | undefined; + description?: string | undefined; + citation?: string | undefined; + license?: string | undefined; + source?: string | undefined; + sourceURI?: string | undefined; + approximateSize?: string | undefined; + datasetSchemaVersion?: string | undefined; + redacted?: boolean | undefined; + datasetVersion?: string | undefined; + + constructor(data?: IDatasetAbout) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.datasetID = data["datasetID"]; + this.datasetName = data["datasetName"]; + this.description = data["description"]; + this.citation = data["citation"]; + this.license = data["license"]; + this.source = data["source"]; + this.sourceURI = data["sourceURI"]; + this.approximateSize = data["approximateSize"]; + this.datasetSchemaVersion = data["datasetSchemaVersion"]; + this.redacted = data["redacted"]; + this.datasetVersion = data["datasetVersion"]; + } + } + + static fromJS(data: any): DatasetAbout { + data = typeof data === 'object' ? data : {}; + let result = new DatasetAbout(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["datasetID"] = this.datasetID; + data["datasetName"] = this.datasetName; + data["description"] = this.description; + data["citation"] = this.citation; + data["license"] = this.license; + data["source"] = this.source; + data["sourceURI"] = this.sourceURI; + data["approximateSize"] = this.approximateSize; + data["datasetSchemaVersion"] = this.datasetSchemaVersion; + data["redacted"] = this.redacted; + data["datasetVersion"] = this.datasetVersion; + return data; + } +} + +export interface IDatasetAbout { + datasetID?: string | undefined; + datasetName?: string | undefined; + description?: string | undefined; + citation?: string | undefined; + license?: string | undefined; + source?: string | undefined; + sourceURI?: string | undefined; + approximateSize?: string | undefined; + datasetSchemaVersion?: string | undefined; + redacted?: boolean | undefined; + datasetVersion?: string | undefined; +} + +export class Resource implements IResource { + resID?: string | undefined; + resPath?: string | undefined; + resType?: string | undefined; + resFormat?: string[] | undefined; + columns?: Column[] | undefined; + isCollection?: boolean | undefined; + + constructor(data?: IResource) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.resID = data["resID"]; + this.resPath = data["resPath"]; + this.resType = data["resType"]; + if (data["resFormat"] && data["resFormat"].constructor === Array) { + this.resFormat = []; + for (let item of data["resFormat"]) + this.resFormat.push(item); + } + if (data["columns"] && data["columns"].constructor === Array) { + this.columns = []; + for (let item of data["columns"]) + this.columns.push(Column.fromJS(item)); + } + this.isCollection = data["isCollection"]; + } + } + + static fromJS(data: any): Resource { + data = typeof data === 'object' ? data : {}; + let result = new Resource(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["resID"] = this.resID; + data["resPath"] = this.resPath; + data["resType"] = this.resType; + if (this.resFormat && this.resFormat.constructor === Array) { + data["resFormat"] = []; + for (let item of this.resFormat) + data["resFormat"].push(item); + } + if (this.columns && this.columns.constructor === Array) { + data["columns"] = []; + for (let item of this.columns) + data["columns"].push(item.toJSON()); + } + data["isCollection"] = this.isCollection; + return data; + } +} + +export interface IResource { + resID?: string | undefined; + resPath?: string | undefined; + resType?: string | undefined; + resFormat?: string[] | undefined; + columns?: Column[] | undefined; + isCollection?: boolean | undefined; +} + +export class Column implements IColumn { + colIndex?: number | undefined; + colDescription?: string | undefined; + colName?: string | undefined; + colType?: string | undefined; + role?: string[] | undefined; + refersTo?: Reference | undefined; + + constructor(data?: IColumn) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.colIndex = data["colIndex"]; + this.colDescription = data["colDescription"]; + this.colName = data["colName"]; + this.colType = data["colType"]; + if (data["role"] && data["role"].constructor === Array) { + this.role = []; + for (let item of data["role"]) + this.role.push(item); + } + this.refersTo = data["refersTo"] ? Reference.fromJS(data["refersTo"]) : undefined; + } + } + + static fromJS(data: any): Column { + data = typeof data === 'object' ? data : {}; + let result = new Column(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["colIndex"] = this.colIndex; + data["colDescription"] = this.colDescription; + data["colName"] = this.colName; + data["colType"] = this.colType; + if (this.role && this.role.constructor === Array) { + data["role"] = []; + for (let item of this.role) + data["role"].push(item); + } + data["refersTo"] = this.refersTo ? this.refersTo.toJSON() : undefined; + return data; + } +} + +export interface IColumn { + colIndex?: number | undefined; + colDescription?: string | undefined; + colName?: string | undefined; + colType?: string | undefined; + role?: string[] | undefined; + refersTo?: Reference | undefined; +} + +export class Reference implements IReference { + resID?: string | undefined; + + constructor(data?: IReference) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.resID = data["resID"]; + } + } + + static fromJS(data: any): Reference { + data = typeof data === 'object' ? data : {}; + let result = new Reference(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["resID"] = this.resID; + return data; + } +} + +export interface IReference { + resID?: string | undefined; +} + +export class ProblemFinderRows implements IProblemFinderRows { + label?: string | undefined; + type?: string | undefined; + features?: Feature[] | undefined; + + constructor(data?: IProblemFinderRows) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.label = data["label"]; + this.type = data["type"]; + if (data["features"] && data["features"].constructor === Array) { + this.features = []; + for (let item of data["features"]) + this.features.push(Feature.fromJS(item)); + } + } + } + + static fromJS(data: any): ProblemFinderRows { + data = typeof data === 'object' ? data : {}; + let result = new ProblemFinderRows(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["label"] = this.label; + data["type"] = this.type; + if (this.features && this.features.constructor === Array) { + data["features"] = []; + for (let item of this.features) + data["features"].push(item.toJSON()); + } + return data; + } +} + +export interface IProblemFinderRows { + label?: string | undefined; + type?: string | undefined; + features?: Feature[] | undefined; +} + +export class Feature implements IFeature { + name?: string | undefined; + selected?: boolean | undefined; + value?: number | undefined; + + constructor(data?: IFeature) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.name = data["name"]; + this.selected = data["selected"]; + this.value = data["value"]; + } + } + + static fromJS(data: any): Feature { + data = typeof data === 'object' ? data : {}; + let result = new Feature(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["name"] = this.name; + data["selected"] = this.selected; + data["value"] = this.value; + return data; + } +} + +export interface IFeature { + name?: string | undefined; + selected?: boolean | undefined; + value?: number | undefined; +} + +export enum DataType2 { + Int = 0, + String = 1, + Float = 2, + Double = 3, + DateTime = 4, + Object = 5, + Undefined = 6, +} + +export abstract class DataTypeExtensions implements IDataTypeExtensions { + + constructor(data?: IDataTypeExtensions) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): DataTypeExtensions { + data = typeof data === 'object' ? data : {}; + throw new Error("The abstract class 'DataTypeExtensions' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + return data; + } +} + +export interface IDataTypeExtensions { +} + +export class ResObject implements IResObject { + columnName?: string | undefined; + + constructor(data?: IResObject) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.columnName = data["columnName"]; + } + } + + static fromJS(data: any): ResObject { + data = typeof data === 'object' ? data : {}; + let result = new ResObject(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["columnName"] = this.columnName; + return data; + } +} + +export interface IResObject { + columnName?: string | undefined; +} + +export class Exception implements IException { + message?: string | undefined; + innerException?: Exception | undefined; + stackTrace?: string | undefined; + source?: string | undefined; + + constructor(data?: IException) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.message = data["Message"]; + this.innerException = data["InnerException"] ? Exception.fromJS(data["InnerException"]) : undefined; + this.stackTrace = data["StackTrace"]; + this.source = data["Source"]; + } + } + + static fromJS(data: any): Exception { + data = typeof data === 'object' ? data : {}; + let result = new Exception(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Message"] = this.message; + data["InnerException"] = this.innerException ? this.innerException.toJSON() : undefined; + data["StackTrace"] = this.stackTrace; + data["Source"] = this.source; + return data; + } +} + +export interface IException { + message?: string | undefined; + innerException?: Exception | undefined; + stackTrace?: string | undefined; + source?: string | undefined; +} + +export class IDEAException extends Exception implements IIDEAException { + + constructor(data?: IIDEAException) { + super(data); + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): IDEAException { + data = typeof data === 'object' ? data : {}; + let result = new IDEAException(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IIDEAException extends IException { +} + +export class CodeParameters implements ICodeParameters { + attributeCodeParameters?: AttributeCodeParameters[] | undefined; + adapterName?: string | undefined; + + constructor(data?: ICodeParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["AttributeCodeParameters"] && data["AttributeCodeParameters"].constructor === Array) { + this.attributeCodeParameters = []; + for (let item of data["AttributeCodeParameters"]) + this.attributeCodeParameters.push(AttributeCodeParameters.fromJS(item)); + } + this.adapterName = data["AdapterName"]; + } + } + + static fromJS(data: any): CodeParameters { + data = typeof data === 'object' ? data : {}; + let result = new CodeParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.attributeCodeParameters && this.attributeCodeParameters.constructor === Array) { + data["AttributeCodeParameters"] = []; + for (let item of this.attributeCodeParameters) + data["AttributeCodeParameters"].push(item.toJSON()); + } + data["AdapterName"] = this.adapterName; + return data; + } +} + +export interface ICodeParameters { + attributeCodeParameters?: AttributeCodeParameters[] | undefined; + adapterName?: string | undefined; +} + +export class CompileResult implements ICompileResult { + compileSuccess?: boolean | undefined; + compileMessage?: string | undefined; + dataType?: DataType | undefined; + replaceAttributeParameters?: AttributeParameters[] | undefined; + + constructor(data?: ICompileResult) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.compileSuccess = data["CompileSuccess"]; + this.compileMessage = data["CompileMessage"]; + this.dataType = data["DataType"]; + if (data["ReplaceAttributeParameters"] && data["ReplaceAttributeParameters"].constructor === Array) { + this.replaceAttributeParameters = []; + for (let item of data["ReplaceAttributeParameters"]) + this.replaceAttributeParameters.push(AttributeParameters.fromJS(item)); + } + } + } + + static fromJS(data: any): CompileResult { + data = typeof data === 'object' ? data : {}; + let result = new CompileResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["CompileSuccess"] = this.compileSuccess; + data["CompileMessage"] = this.compileMessage; + data["DataType"] = this.dataType; + if (this.replaceAttributeParameters && this.replaceAttributeParameters.constructor === Array) { + data["ReplaceAttributeParameters"] = []; + for (let item of this.replaceAttributeParameters) + data["ReplaceAttributeParameters"].push(item.toJSON()); + } + return data; + } +} + +export interface ICompileResult { + compileSuccess?: boolean | undefined; + compileMessage?: string | undefined; + dataType?: DataType | undefined; + replaceAttributeParameters?: AttributeParameters[] | undefined; +} + +export class CompileResults implements ICompileResults { + rawNameToCompileResult?: { [key: string]: CompileResult; } | undefined; + + constructor(data?: ICompileResults) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["RawNameToCompileResult"]) { + this.rawNameToCompileResult = {}; + for (let key in data["RawNameToCompileResult"]) { + if (data["RawNameToCompileResult"].hasOwnProperty(key)) + this.rawNameToCompileResult[key] = data["RawNameToCompileResult"][key] ? CompileResult.fromJS(data["RawNameToCompileResult"][key]) : new CompileResult(); + } + } + } + } + + static fromJS(data: any): CompileResults { + data = typeof data === 'object' ? data : {}; + let result = new CompileResults(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.rawNameToCompileResult) { + data["RawNameToCompileResult"] = {}; + for (let key in this.rawNameToCompileResult) { + if (this.rawNameToCompileResult.hasOwnProperty(key)) + data["RawNameToCompileResult"][key] = this.rawNameToCompileResult[key]; + } + } + return data; + } +} + +export interface ICompileResults { + rawNameToCompileResult?: { [key: string]: CompileResult; } | undefined; +} + +export abstract class UniqueJson implements IUniqueJson { + + constructor(data?: IUniqueJson) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): UniqueJson { + data = typeof data === 'object' ? data : {}; + throw new Error("The abstract class 'UniqueJson' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + return data; + } +} + +export interface IUniqueJson { +} + +export abstract class OperationParameters extends UniqueJson implements IOperationParameters { + isCachable?: boolean | undefined; + + protected _discriminator: string; + + constructor(data?: IOperationParameters) { + super(data); + this._discriminator = "OperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.isCachable = data["IsCachable"]; + } + } + + static fromJS(data: any): OperationParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "DataOperationParameters") { + throw new Error("The abstract class 'DataOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "ExampleOperationParameters") { + let result = new ExampleOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "HistogramOperationParameters") { + let result = new HistogramOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "DistOperationParameters") { + throw new Error("The abstract class 'DistOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "OptimizerOperationParameters") { + let result = new OptimizerOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "RawDataOperationParameters") { + let result = new RawDataOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "RecommenderOperationParameters") { + let result = new RecommenderOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "CDFOperationParameters") { + let result = new CDFOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "TestDistOperationParameters") { + throw new Error("The abstract class 'TestDistOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "ChiSquaredTestOperationParameters") { + let result = new ChiSquaredTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "HypothesisTestParameters") { + throw new Error("The abstract class 'HypothesisTestParameters' cannot be instantiated."); + } + if (data["discriminator"] === "CorrelationTestOperationParameters") { + let result = new CorrelationTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "EmpiricalDistOperationParameters") { + let result = new EmpiricalDistOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "KSTestOperationParameters") { + let result = new KSTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "NewModelOperationParameters") { + let result = new NewModelOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "ModelOperationParameters") { + throw new Error("The abstract class 'ModelOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "RootMeanSquareTestOperationParameters") { + let result = new RootMeanSquareTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "TTestOperationParameters") { + let result = new TTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "FeatureImportanceOperationParameters") { + let result = new FeatureImportanceOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SampleOperationParameters") { + let result = new SampleOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "AddComparisonParameters") { + let result = new AddComparisonParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "GetModelStateParameters") { + let result = new GetModelStateParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "FrequentItemsetOperationParameters") { + let result = new FrequentItemsetOperationParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'OperationParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["IsCachable"] = this.isCachable; + super.toJSON(data); + return data; + } +} + +export interface IOperationParameters extends IUniqueJson { + isCachable?: boolean | undefined; +} + +export abstract class DataOperationParameters extends OperationParameters implements IDataOperationParameters { + sampleStreamBlockSize?: number | undefined; + adapterName?: string | undefined; + isCachable?: boolean | undefined; + + constructor(data?: IDataOperationParameters) { + super(data); + this._discriminator = "DataOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.sampleStreamBlockSize = data["SampleStreamBlockSize"]; + this.adapterName = data["AdapterName"]; + this.isCachable = data["IsCachable"]; + } + } + + static fromJS(data: any): DataOperationParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "ExampleOperationParameters") { + let result = new ExampleOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "HistogramOperationParameters") { + let result = new HistogramOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "DistOperationParameters") { + throw new Error("The abstract class 'DistOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "OptimizerOperationParameters") { + let result = new OptimizerOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "RawDataOperationParameters") { + let result = new RawDataOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "RecommenderOperationParameters") { + let result = new RecommenderOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "CDFOperationParameters") { + let result = new CDFOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "TestDistOperationParameters") { + throw new Error("The abstract class 'TestDistOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "EmpiricalDistOperationParameters") { + let result = new EmpiricalDistOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "FeatureImportanceOperationParameters") { + let result = new FeatureImportanceOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SampleOperationParameters") { + let result = new SampleOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "FrequentItemsetOperationParameters") { + let result = new FrequentItemsetOperationParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'DataOperationParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SampleStreamBlockSize"] = this.sampleStreamBlockSize; + data["AdapterName"] = this.adapterName; + data["IsCachable"] = this.isCachable; + super.toJSON(data); + return data; + } +} + +export interface IDataOperationParameters extends IOperationParameters { + sampleStreamBlockSize?: number | undefined; + adapterName?: string | undefined; + isCachable?: boolean | undefined; +} + +export class ExampleOperationParameters extends DataOperationParameters implements IExampleOperationParameters { + filter?: string | undefined; + attributeParameters?: AttributeParameters[] | undefined; + attributeCodeParameters?: AttributeCaclculatedParameters[] | undefined; + dummyValue?: number | undefined; + exampleType?: string | undefined; + + constructor(data?: IExampleOperationParameters) { + super(data); + this._discriminator = "ExampleOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.filter = data["Filter"]; + if (data["AttributeParameters"] && data["AttributeParameters"].constructor === Array) { + this.attributeParameters = []; + for (let item of data["AttributeParameters"]) + this.attributeParameters.push(AttributeParameters.fromJS(item)); + } + if (data["AttributeCodeParameters"] && data["AttributeCodeParameters"].constructor === Array) { + this.attributeCodeParameters = []; + for (let item of data["AttributeCodeParameters"]) + this.attributeCodeParameters.push(AttributeCaclculatedParameters.fromJS(item)); + } + this.dummyValue = data["DummyValue"]; + this.exampleType = data["ExampleType"]; + } + } + + static fromJS(data: any): ExampleOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new ExampleOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Filter"] = this.filter; + if (this.attributeParameters && this.attributeParameters.constructor === Array) { + data["AttributeParameters"] = []; + for (let item of this.attributeParameters) + data["AttributeParameters"].push(item.toJSON()); + } + if (this.attributeCodeParameters && this.attributeCodeParameters.constructor === Array) { + data["AttributeCodeParameters"] = []; + for (let item of this.attributeCodeParameters) + data["AttributeCodeParameters"].push(item.toJSON()); + } + data["DummyValue"] = this.dummyValue; + data["ExampleType"] = this.exampleType; + super.toJSON(data); + return data; + } +} + +export interface IExampleOperationParameters extends IDataOperationParameters { + filter?: string | undefined; + attributeParameters?: AttributeParameters[] | undefined; + attributeCodeParameters?: AttributeCaclculatedParameters[] | undefined; + dummyValue?: number | undefined; + exampleType?: string | undefined; +} + +export abstract class DistOperationParameters extends DataOperationParameters implements IDistOperationParameters { + filter?: string | undefined; + attributeCalculatedParameters?: AttributeCaclculatedParameters[] | undefined; + + constructor(data?: IDistOperationParameters) { + super(data); + this._discriminator = "DistOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.filter = data["Filter"]; + if (data["AttributeCalculatedParameters"] && data["AttributeCalculatedParameters"].constructor === Array) { + this.attributeCalculatedParameters = []; + for (let item of data["AttributeCalculatedParameters"]) + this.attributeCalculatedParameters.push(AttributeCaclculatedParameters.fromJS(item)); + } + } + } + + static fromJS(data: any): DistOperationParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "HistogramOperationParameters") { + let result = new HistogramOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "OptimizerOperationParameters") { + let result = new OptimizerOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "RawDataOperationParameters") { + let result = new RawDataOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "CDFOperationParameters") { + let result = new CDFOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "TestDistOperationParameters") { + throw new Error("The abstract class 'TestDistOperationParameters' cannot be instantiated."); + } + if (data["discriminator"] === "EmpiricalDistOperationParameters") { + let result = new EmpiricalDistOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "FeatureImportanceOperationParameters") { + let result = new FeatureImportanceOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "SampleOperationParameters") { + let result = new SampleOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "FrequentItemsetOperationParameters") { + let result = new FrequentItemsetOperationParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'DistOperationParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Filter"] = this.filter; + if (this.attributeCalculatedParameters && this.attributeCalculatedParameters.constructor === Array) { + data["AttributeCalculatedParameters"] = []; + for (let item of this.attributeCalculatedParameters) + data["AttributeCalculatedParameters"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IDistOperationParameters extends IDataOperationParameters { + filter?: string | undefined; + attributeCalculatedParameters?: AttributeCaclculatedParameters[] | undefined; +} + +export class HistogramOperationParameters extends DistOperationParameters implements IHistogramOperationParameters { + sortPerBinAggregateParameter?: AggregateParameters | undefined; + binningParameters?: BinningParameters[] | undefined; + perBinAggregateParameters?: AggregateParameters[] | undefined; + globalAggregateParameters?: AggregateParameters[] | undefined; + brushes?: string[] | undefined; + enableBrushComputation?: boolean | undefined; + degreeOfParallism?: number | undefined; + + constructor(data?: IHistogramOperationParameters) { + super(data); + this._discriminator = "HistogramOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.sortPerBinAggregateParameter = data["SortPerBinAggregateParameter"] ? AggregateParameters.fromJS(data["SortPerBinAggregateParameter"]) : undefined; + if (data["BinningParameters"] && data["BinningParameters"].constructor === Array) { + this.binningParameters = []; + for (let item of data["BinningParameters"]) + this.binningParameters.push(BinningParameters.fromJS(item)); + } + if (data["PerBinAggregateParameters"] && data["PerBinAggregateParameters"].constructor === Array) { + this.perBinAggregateParameters = []; + for (let item of data["PerBinAggregateParameters"]) + this.perBinAggregateParameters.push(AggregateParameters.fromJS(item)); + } + if (data["GlobalAggregateParameters"] && data["GlobalAggregateParameters"].constructor === Array) { + this.globalAggregateParameters = []; + for (let item of data["GlobalAggregateParameters"]) + this.globalAggregateParameters.push(AggregateParameters.fromJS(item)); + } + if (data["Brushes"] && data["Brushes"].constructor === Array) { + this.brushes = []; + for (let item of data["Brushes"]) + this.brushes.push(item); + } + this.enableBrushComputation = data["EnableBrushComputation"]; + this.degreeOfParallism = data["DegreeOfParallism"]; + } + } + + static fromJS(data: any): HistogramOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new HistogramOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SortPerBinAggregateParameter"] = this.sortPerBinAggregateParameter ? this.sortPerBinAggregateParameter.toJSON() : undefined; + if (this.binningParameters && this.binningParameters.constructor === Array) { + data["BinningParameters"] = []; + for (let item of this.binningParameters) + data["BinningParameters"].push(item.toJSON()); + } + if (this.perBinAggregateParameters && this.perBinAggregateParameters.constructor === Array) { + data["PerBinAggregateParameters"] = []; + for (let item of this.perBinAggregateParameters) + data["PerBinAggregateParameters"].push(item.toJSON()); + } + if (this.globalAggregateParameters && this.globalAggregateParameters.constructor === Array) { + data["GlobalAggregateParameters"] = []; + for (let item of this.globalAggregateParameters) + data["GlobalAggregateParameters"].push(item.toJSON()); + } + if (this.brushes && this.brushes.constructor === Array) { + data["Brushes"] = []; + for (let item of this.brushes) + data["Brushes"].push(item); + } + data["EnableBrushComputation"] = this.enableBrushComputation; + data["DegreeOfParallism"] = this.degreeOfParallism; + super.toJSON(data); + return data; + } +} + +export interface IHistogramOperationParameters extends IDistOperationParameters { + sortPerBinAggregateParameter?: AggregateParameters | undefined; + binningParameters?: BinningParameters[] | undefined; + perBinAggregateParameters?: AggregateParameters[] | undefined; + globalAggregateParameters?: AggregateParameters[] | undefined; + brushes?: string[] | undefined; + enableBrushComputation?: boolean | undefined; + degreeOfParallism?: number | undefined; +} + +export class OptimizerOperationParameters extends DistOperationParameters implements IOptimizerOperationParameters { + taskType?: TaskType | undefined; + taskSubType?: TaskSubType | undefined; + metricType?: MetricType | undefined; + labelAttribute?: AttributeParameters | undefined; + featureAttributes?: AttributeParameters[] | undefined; + requiredPrimitives?: string[] | undefined; + pythonFilter?: string | undefined; + trainFilter?: string | undefined; + pythonTrainFilter?: string | undefined; + testFilter?: string | undefined; + pythonTestFilter?: string | undefined; + + constructor(data?: IOptimizerOperationParameters) { + super(data); + this._discriminator = "OptimizerOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.taskType = data["TaskType"]; + this.taskSubType = data["TaskSubType"]; + this.metricType = data["MetricType"]; + this.labelAttribute = data["LabelAttribute"] ? AttributeParameters.fromJS(data["LabelAttribute"]) : undefined; + if (data["FeatureAttributes"] && data["FeatureAttributes"].constructor === Array) { + this.featureAttributes = []; + for (let item of data["FeatureAttributes"]) + this.featureAttributes.push(AttributeParameters.fromJS(item)); + } + if (data["RequiredPrimitives"] && data["RequiredPrimitives"].constructor === Array) { + this.requiredPrimitives = []; + for (let item of data["RequiredPrimitives"]) + this.requiredPrimitives.push(item); + } + this.pythonFilter = data["PythonFilter"]; + this.trainFilter = data["TrainFilter"]; + this.pythonTrainFilter = data["PythonTrainFilter"]; + this.testFilter = data["TestFilter"]; + this.pythonTestFilter = data["PythonTestFilter"]; + } + } + + static fromJS(data: any): OptimizerOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new OptimizerOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["TaskType"] = this.taskType; + data["TaskSubType"] = this.taskSubType; + data["MetricType"] = this.metricType; + data["LabelAttribute"] = this.labelAttribute ? this.labelAttribute.toJSON() : undefined; + if (this.featureAttributes && this.featureAttributes.constructor === Array) { + data["FeatureAttributes"] = []; + for (let item of this.featureAttributes) + data["FeatureAttributes"].push(item.toJSON()); + } + if (this.requiredPrimitives && this.requiredPrimitives.constructor === Array) { + data["RequiredPrimitives"] = []; + for (let item of this.requiredPrimitives) + data["RequiredPrimitives"].push(item); + } + data["PythonFilter"] = this.pythonFilter; + data["TrainFilter"] = this.trainFilter; + data["PythonTrainFilter"] = this.pythonTrainFilter; + data["TestFilter"] = this.testFilter; + data["PythonTestFilter"] = this.pythonTestFilter; + super.toJSON(data); + return data; + } +} + +export interface IOptimizerOperationParameters extends IDistOperationParameters { + taskType?: TaskType | undefined; + taskSubType?: TaskSubType | undefined; + metricType?: MetricType | undefined; + labelAttribute?: AttributeParameters | undefined; + featureAttributes?: AttributeParameters[] | undefined; + requiredPrimitives?: string[] | undefined; + pythonFilter?: string | undefined; + trainFilter?: string | undefined; + pythonTrainFilter?: string | undefined; + testFilter?: string | undefined; + pythonTestFilter?: string | undefined; +} + +export enum TaskType { + Undefined = 0, + Classification = 1, + Regression = 2, + Clustering = 3, + LinkPrediction = 4, + VertexNomination = 5, + CommunityDetection = 6, + GraphClustering = 7, + GraphMatching = 8, + TimeSeriesForecasting = 9, + CollaborativeFiltering = 10, +} + +export enum TaskSubType { + Undefined = 0, + None = 1, + Binary = 2, + Multiclass = 3, + Multilabel = 4, + Univariate = 5, + Multivariate = 6, + Overlapping = 7, + Nonoverlapping = 8, +} + +export enum MetricType { + MetricUndefined = 0, + Accuracy = 1, + Precision = 2, + Recall = 3, + F1 = 4, + F1Micro = 5, + F1Macro = 6, + RocAuc = 7, + RocAucMicro = 8, + RocAucMacro = 9, + MeanSquaredError = 10, + RootMeanSquaredError = 11, + RootMeanSquaredErrorAvg = 12, + MeanAbsoluteError = 13, + RSquared = 14, + NormalizedMutualInformation = 15, + JaccardSimilarityScore = 16, + PrecisionAtTopK = 17, + ObjectDetectionAveragePrecision = 18, + Loss = 100, +} + +export class RawDataOperationParameters extends DistOperationParameters implements IRawDataOperationParameters { + sortUpRawName?: string | undefined; + sortDownRawName?: string | undefined; + numRecords?: number | undefined; + binningParameters?: BinningParameters[] | undefined; + brushes?: string[] | undefined; + enableBrushComputation?: boolean | undefined; + + constructor(data?: IRawDataOperationParameters) { + super(data); + this._discriminator = "RawDataOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.sortUpRawName = data["SortUpRawName"]; + this.sortDownRawName = data["SortDownRawName"]; + this.numRecords = data["NumRecords"]; + if (data["BinningParameters"] && data["BinningParameters"].constructor === Array) { + this.binningParameters = []; + for (let item of data["BinningParameters"]) + this.binningParameters.push(BinningParameters.fromJS(item)); + } + if (data["Brushes"] && data["Brushes"].constructor === Array) { + this.brushes = []; + for (let item of data["Brushes"]) + this.brushes.push(item); + } + this.enableBrushComputation = data["EnableBrushComputation"]; + } + } + + static fromJS(data: any): RawDataOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new RawDataOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SortUpRawName"] = this.sortUpRawName; + data["SortDownRawName"] = this.sortDownRawName; + data["NumRecords"] = this.numRecords; + if (this.binningParameters && this.binningParameters.constructor === Array) { + data["BinningParameters"] = []; + for (let item of this.binningParameters) + data["BinningParameters"].push(item.toJSON()); + } + if (this.brushes && this.brushes.constructor === Array) { + data["Brushes"] = []; + for (let item of this.brushes) + data["Brushes"].push(item); + } + data["EnableBrushComputation"] = this.enableBrushComputation; + super.toJSON(data); + return data; + } +} + +export interface IRawDataOperationParameters extends IDistOperationParameters { + sortUpRawName?: string | undefined; + sortDownRawName?: string | undefined; + numRecords?: number | undefined; + binningParameters?: BinningParameters[] | undefined; + brushes?: string[] | undefined; + enableBrushComputation?: boolean | undefined; +} + +export class RecommenderOperationParameters extends DataOperationParameters implements IRecommenderOperationParameters { + target?: HistogramOperationParameters | undefined; + budget?: number | undefined; + modelId?: ModelId | undefined; + includeAttributeParameters?: AttributeParameters[] | undefined; + excludeAttributeParameters?: AttributeParameters[] | undefined; + riskControlType?: RiskControlType | undefined; + + constructor(data?: IRecommenderOperationParameters) { + super(data); + this._discriminator = "RecommenderOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.target = data["Target"] ? HistogramOperationParameters.fromJS(data["Target"]) : undefined; + this.budget = data["Budget"]; + this.modelId = data["ModelId"] ? ModelId.fromJS(data["ModelId"]) : undefined; + if (data["IncludeAttributeParameters"] && data["IncludeAttributeParameters"].constructor === Array) { + this.includeAttributeParameters = []; + for (let item of data["IncludeAttributeParameters"]) + this.includeAttributeParameters.push(AttributeParameters.fromJS(item)); + } + if (data["ExcludeAttributeParameters"] && data["ExcludeAttributeParameters"].constructor === Array) { + this.excludeAttributeParameters = []; + for (let item of data["ExcludeAttributeParameters"]) + this.excludeAttributeParameters.push(AttributeParameters.fromJS(item)); + } + this.riskControlType = data["RiskControlType"]; + } + } + + static fromJS(data: any): RecommenderOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new RecommenderOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Target"] = this.target ? this.target.toJSON() : undefined; + data["Budget"] = this.budget; + data["ModelId"] = this.modelId ? this.modelId.toJSON() : undefined; + if (this.includeAttributeParameters && this.includeAttributeParameters.constructor === Array) { + data["IncludeAttributeParameters"] = []; + for (let item of this.includeAttributeParameters) + data["IncludeAttributeParameters"].push(item.toJSON()); + } + if (this.excludeAttributeParameters && this.excludeAttributeParameters.constructor === Array) { + data["ExcludeAttributeParameters"] = []; + for (let item of this.excludeAttributeParameters) + data["ExcludeAttributeParameters"].push(item.toJSON()); + } + data["RiskControlType"] = this.riskControlType; + super.toJSON(data); + return data; + } +} + +export interface IRecommenderOperationParameters extends IDataOperationParameters { + target?: HistogramOperationParameters | undefined; + budget?: number | undefined; + modelId?: ModelId | undefined; + includeAttributeParameters?: AttributeParameters[] | undefined; + excludeAttributeParameters?: AttributeParameters[] | undefined; + riskControlType?: RiskControlType | undefined; +} + +export class ModelId implements IModelId { + value?: string | undefined; + + constructor(data?: IModelId) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): ModelId { + data = typeof data === 'object' ? data : {}; + let result = new ModelId(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + return data; + } +} + +export interface IModelId { + value?: string | undefined; +} + +export enum RiskControlType { + PCER = 0, + Bonferroni = 1, + AdaBonferroni = 2, + HolmBonferroni = 3, + BHFDR = 4, + SeqFDR = 5, + AlphaFDR = 6, + BestFootForward = 7, + BetaFarsighted = 8, + BetaFarsightedWithSupport = 9, + GammaFixed = 10, + DeltaHopeful = 11, + EpsilonHybrid = 12, + EpsilonHybridWithoutSupport = 13, + PsiSupport = 14, + ZetaDynamic = 15, + Unknown = 16, +} + +export abstract class TestDistOperationParameters extends DistOperationParameters implements ITestDistOperationParameters { + attributeParameters?: AttributeParameters[] | undefined; + + constructor(data?: ITestDistOperationParameters) { + super(data); + this._discriminator = "TestDistOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["AttributeParameters"] && data["AttributeParameters"].constructor === Array) { + this.attributeParameters = []; + for (let item of data["AttributeParameters"]) + this.attributeParameters.push(AttributeParameters.fromJS(item)); + } + } + } + + static fromJS(data: any): TestDistOperationParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "CDFOperationParameters") { + let result = new CDFOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "EmpiricalDistOperationParameters") { + let result = new EmpiricalDistOperationParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'TestDistOperationParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.attributeParameters && this.attributeParameters.constructor === Array) { + data["AttributeParameters"] = []; + for (let item of this.attributeParameters) + data["AttributeParameters"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface ITestDistOperationParameters extends IDistOperationParameters { + attributeParameters?: AttributeParameters[] | undefined; +} + +export class CDFOperationParameters extends TestDistOperationParameters implements ICDFOperationParameters { + + constructor(data?: ICDFOperationParameters) { + super(data); + this._discriminator = "CDFOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): CDFOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new CDFOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ICDFOperationParameters extends ITestDistOperationParameters { +} + +export abstract class HypothesisTestParameters extends OperationParameters implements IHypothesisTestParameters { + childOperationParameters?: OperationParameters[] | undefined; + isCachable?: boolean | undefined; + + constructor(data?: IHypothesisTestParameters) { + super(data); + this._discriminator = "HypothesisTestParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["ChildOperationParameters"] && data["ChildOperationParameters"].constructor === Array) { + this.childOperationParameters = []; + for (let item of data["ChildOperationParameters"]) + this.childOperationParameters.push(OperationParameters.fromJS(item)); + } + this.isCachable = data["IsCachable"]; + } + } + + static fromJS(data: any): HypothesisTestParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "ChiSquaredTestOperationParameters") { + let result = new ChiSquaredTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "CorrelationTestOperationParameters") { + let result = new CorrelationTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "KSTestOperationParameters") { + let result = new KSTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "RootMeanSquareTestOperationParameters") { + let result = new RootMeanSquareTestOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "TTestOperationParameters") { + let result = new TTestOperationParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'HypothesisTestParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.childOperationParameters && this.childOperationParameters.constructor === Array) { + data["ChildOperationParameters"] = []; + for (let item of this.childOperationParameters) + data["ChildOperationParameters"].push(item.toJSON()); + } + data["IsCachable"] = this.isCachable; + super.toJSON(data); + return data; + } +} + +export interface IHypothesisTestParameters extends IOperationParameters { + childOperationParameters?: OperationParameters[] | undefined; + isCachable?: boolean | undefined; +} + +export class ChiSquaredTestOperationParameters extends HypothesisTestParameters implements IChiSquaredTestOperationParameters { + + constructor(data?: IChiSquaredTestOperationParameters) { + super(data); + this._discriminator = "ChiSquaredTestOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): ChiSquaredTestOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new ChiSquaredTestOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IChiSquaredTestOperationParameters extends IHypothesisTestParameters { +} + +export class CorrelationTestOperationParameters extends HypothesisTestParameters implements ICorrelationTestOperationParameters { + + constructor(data?: ICorrelationTestOperationParameters) { + super(data); + this._discriminator = "CorrelationTestOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): CorrelationTestOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new CorrelationTestOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ICorrelationTestOperationParameters extends IHypothesisTestParameters { +} + +export class SubmitProblemParameters implements ISubmitProblemParameters { + id?: string | undefined; + + constructor(data?: ISubmitProblemParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + } + } + + static fromJS(data: any): SubmitProblemParameters { + data = typeof data === 'object' ? data : {}; + let result = new SubmitProblemParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + return data; + } +} + +export interface ISubmitProblemParameters { + id?: string | undefined; +} + +export class SpecifyProblemParameters implements ISpecifyProblemParameters { + id?: string | undefined; + userComment?: string | undefined; + optimizerOperationParameters?: OptimizerOperationParameters | undefined; + + constructor(data?: ISpecifyProblemParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + this.userComment = data["UserComment"]; + this.optimizerOperationParameters = data["OptimizerOperationParameters"] ? OptimizerOperationParameters.fromJS(data["OptimizerOperationParameters"]) : undefined; + } + } + + static fromJS(data: any): SpecifyProblemParameters { + data = typeof data === 'object' ? data : {}; + let result = new SpecifyProblemParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + data["UserComment"] = this.userComment; + data["OptimizerOperationParameters"] = this.optimizerOperationParameters ? this.optimizerOperationParameters.toJSON() : undefined; + return data; + } +} + +export interface ISpecifyProblemParameters { + id?: string | undefined; + userComment?: string | undefined; + optimizerOperationParameters?: OptimizerOperationParameters | undefined; +} + +export class EmpiricalDistOperationParameters extends TestDistOperationParameters implements IEmpiricalDistOperationParameters { + keepSamples?: boolean | undefined; + + constructor(data?: IEmpiricalDistOperationParameters) { + super(data); + this._discriminator = "EmpiricalDistOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.keepSamples = data["KeepSamples"]; + } + } + + static fromJS(data: any): EmpiricalDistOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new EmpiricalDistOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["KeepSamples"] = this.keepSamples; + super.toJSON(data); + return data; + } +} + +export interface IEmpiricalDistOperationParameters extends ITestDistOperationParameters { + keepSamples?: boolean | undefined; +} + +export class KSTestOperationParameters extends HypothesisTestParameters implements IKSTestOperationParameters { + + constructor(data?: IKSTestOperationParameters) { + super(data); + this._discriminator = "KSTestOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): KSTestOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new KSTestOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IKSTestOperationParameters extends IHypothesisTestParameters { +} + +export abstract class ModelOperationParameters extends OperationParameters implements IModelOperationParameters { + + constructor(data?: IModelOperationParameters) { + super(data); + this._discriminator = "ModelOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): ModelOperationParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "NewModelOperationParameters") { + let result = new NewModelOperationParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "AddComparisonParameters") { + let result = new AddComparisonParameters(); + result.init(data); + return result; + } + if (data["discriminator"] === "GetModelStateParameters") { + let result = new GetModelStateParameters(); + result.init(data); + return result; + } + throw new Error("The abstract class 'ModelOperationParameters' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IModelOperationParameters extends IOperationParameters { +} + +export class NewModelOperationParameters extends ModelOperationParameters implements INewModelOperationParameters { + riskControlTypes?: RiskControlType[] | undefined; + alpha?: number | undefined; + alphaInvestParameter?: AlphaInvestParameter | undefined; + + constructor(data?: INewModelOperationParameters) { + super(data); + this._discriminator = "NewModelOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["RiskControlTypes"] && data["RiskControlTypes"].constructor === Array) { + this.riskControlTypes = []; + for (let item of data["RiskControlTypes"]) + this.riskControlTypes.push(item); + } + this.alpha = data["Alpha"]; + this.alphaInvestParameter = data["AlphaInvestParameter"] ? AlphaInvestParameter.fromJS(data["AlphaInvestParameter"]) : undefined; + } + } + + static fromJS(data: any): NewModelOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new NewModelOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.riskControlTypes && this.riskControlTypes.constructor === Array) { + data["RiskControlTypes"] = []; + for (let item of this.riskControlTypes) + data["RiskControlTypes"].push(item); + } + data["Alpha"] = this.alpha; + data["AlphaInvestParameter"] = this.alphaInvestParameter ? this.alphaInvestParameter.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface INewModelOperationParameters extends IModelOperationParameters { + riskControlTypes?: RiskControlType[] | undefined; + alpha?: number | undefined; + alphaInvestParameter?: AlphaInvestParameter | undefined; +} + +export class AlphaInvestParameter extends UniqueJson implements IAlphaInvestParameter { + beta?: number | undefined; + gamma?: number | undefined; + delta?: number | undefined; + epsilon?: number | undefined; + windowSize?: number | undefined; + psi?: number | undefined; + + constructor(data?: IAlphaInvestParameter) { + super(data); + } + + init(data?: any) { + super.init(data); + if (data) { + this.beta = data["Beta"]; + this.gamma = data["Gamma"]; + this.delta = data["Delta"]; + this.epsilon = data["Epsilon"]; + this.windowSize = data["WindowSize"]; + this.psi = data["Psi"]; + } + } + + static fromJS(data: any): AlphaInvestParameter { + data = typeof data === 'object' ? data : {}; + let result = new AlphaInvestParameter(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Beta"] = this.beta; + data["Gamma"] = this.gamma; + data["Delta"] = this.delta; + data["Epsilon"] = this.epsilon; + data["WindowSize"] = this.windowSize; + data["Psi"] = this.psi; + super.toJSON(data); + return data; + } +} + +export interface IAlphaInvestParameter extends IUniqueJson { + beta?: number | undefined; + gamma?: number | undefined; + delta?: number | undefined; + epsilon?: number | undefined; + windowSize?: number | undefined; + psi?: number | undefined; +} + +export class RootMeanSquareTestOperationParameters extends HypothesisTestParameters implements IRootMeanSquareTestOperationParameters { + seeded?: boolean | undefined; + pValueConvergenceThreshold?: number | undefined; + maxSimulationBatchCount?: number | undefined; + perBatchSimulationCount?: number | undefined; + + constructor(data?: IRootMeanSquareTestOperationParameters) { + super(data); + this._discriminator = "RootMeanSquareTestOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.seeded = data["Seeded"]; + this.pValueConvergenceThreshold = data["PValueConvergenceThreshold"]; + this.maxSimulationBatchCount = data["MaxSimulationBatchCount"]; + this.perBatchSimulationCount = data["PerBatchSimulationCount"]; + } + } + + static fromJS(data: any): RootMeanSquareTestOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new RootMeanSquareTestOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Seeded"] = this.seeded; + data["PValueConvergenceThreshold"] = this.pValueConvergenceThreshold; + data["MaxSimulationBatchCount"] = this.maxSimulationBatchCount; + data["PerBatchSimulationCount"] = this.perBatchSimulationCount; + super.toJSON(data); + return data; + } +} + +export interface IRootMeanSquareTestOperationParameters extends IHypothesisTestParameters { + seeded?: boolean | undefined; + pValueConvergenceThreshold?: number | undefined; + maxSimulationBatchCount?: number | undefined; + perBatchSimulationCount?: number | undefined; +} + +export class TTestOperationParameters extends HypothesisTestParameters implements ITTestOperationParameters { + + constructor(data?: ITTestOperationParameters) { + super(data); + this._discriminator = "TTestOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): TTestOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new TTestOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface ITTestOperationParameters extends IHypothesisTestParameters { +} + +export enum EffectSize { + Small = 1, + Meduim = 2, + Large = 4, +} + +export abstract class Result extends UniqueJson implements IResult { + progress?: number | undefined; + + protected _discriminator: string; + + constructor(data?: IResult) { + super(data); + this._discriminator = "Result"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.progress = data["Progress"]; + } + } + + static fromJS(data: any): Result { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "ErrorResult") { + let result = new ErrorResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "HistogramResult") { + let result = new HistogramResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "DistResult") { + throw new Error("The abstract class 'DistResult' cannot be instantiated."); + } + if (data["discriminator"] === "ModelWealthResult") { + let result = new ModelWealthResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "HypothesisTestResult") { + throw new Error("The abstract class 'HypothesisTestResult' cannot be instantiated."); + } + if (data["discriminator"] === "ModelOperationResult") { + throw new Error("The abstract class 'ModelOperationResult' cannot be instantiated."); + } + if (data["discriminator"] === "RecommenderResult") { + let result = new RecommenderResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "Decision") { + let result = new Decision(); + result.init(data); + return result; + } + if (data["discriminator"] === "OptimizerResult") { + let result = new OptimizerResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "ExampleResult") { + let result = new ExampleResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "NewModelOperationResult") { + let result = new NewModelOperationResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "AddComparisonResult") { + let result = new AddComparisonResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "GetModelStateResult") { + let result = new GetModelStateResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "FeatureImportanceResult") { + let result = new FeatureImportanceResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "RawDataResult") { + let result = new RawDataResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "SampleResult") { + let result = new SampleResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "CDFResult") { + let result = new CDFResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "ChiSquaredTestResult") { + let result = new ChiSquaredTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "CorrelationTestResult") { + let result = new CorrelationTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "EmpiricalDistResult") { + let result = new EmpiricalDistResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "KSTestResult") { + let result = new KSTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "RootMeanSquareTestResult") { + let result = new RootMeanSquareTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "TTestResult") { + let result = new TTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "FrequentItemsetResult") { + let result = new FrequentItemsetResult(); + result.init(data); + return result; + } + throw new Error("The abstract class 'Result' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["Progress"] = this.progress; + super.toJSON(data); + return data; + } +} + +export interface IResult extends IUniqueJson { + progress?: number | undefined; +} + +export class ErrorResult extends Result implements IErrorResult { + message?: string | undefined; + + constructor(data?: IErrorResult) { + super(data); + this._discriminator = "ErrorResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.message = data["Message"]; + } + } + + static fromJS(data: any): ErrorResult { + data = typeof data === 'object' ? data : {}; + let result = new ErrorResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Message"] = this.message; + super.toJSON(data); + return data; + } +} + +export interface IErrorResult extends IResult { + message?: string | undefined; +} + +export abstract class DistResult extends Result implements IDistResult { + sampleSize?: number | undefined; + populationSize?: number | undefined; + + constructor(data?: IDistResult) { + super(data); + this._discriminator = "DistResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.sampleSize = data["SampleSize"]; + this.populationSize = data["PopulationSize"]; + } + } + + static fromJS(data: any): DistResult { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "HistogramResult") { + let result = new HistogramResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "RawDataResult") { + let result = new RawDataResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "SampleResult") { + let result = new SampleResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "CDFResult") { + let result = new CDFResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "EmpiricalDistResult") { + let result = new EmpiricalDistResult(); + result.init(data); + return result; + } + throw new Error("The abstract class 'DistResult' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SampleSize"] = this.sampleSize; + data["PopulationSize"] = this.populationSize; + super.toJSON(data); + return data; + } +} + +export interface IDistResult extends IResult { + sampleSize?: number | undefined; + populationSize?: number | undefined; +} + +export class HistogramResult extends DistResult implements IHistogramResult { + aggregateResults?: AggregateResult[][] | undefined; + isEmpty?: boolean | undefined; + brushes?: Brush[] | undefined; + binRanges?: BinRange[] | undefined; + aggregateParameters?: AggregateParameters[] | undefined; + nullValueCount?: number | undefined; + bins?: { [key: string]: Bin; } | undefined; + + constructor(data?: IHistogramResult) { + super(data); + this._discriminator = "HistogramResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["AggregateResults"] && data["AggregateResults"].constructor === Array) { + this.aggregateResults = []; + for (let item of data["AggregateResults"]) + this.aggregateResults.push(item); + } + this.isEmpty = data["IsEmpty"]; + if (data["Brushes"] && data["Brushes"].constructor === Array) { + this.brushes = []; + for (let item of data["Brushes"]) + this.brushes.push(Brush.fromJS(item)); + } + if (data["BinRanges"] && data["BinRanges"].constructor === Array) { + this.binRanges = []; + for (let item of data["BinRanges"]) + this.binRanges.push(BinRange.fromJS(item)); + } + if (data["AggregateParameters"] && data["AggregateParameters"].constructor === Array) { + this.aggregateParameters = []; + for (let item of data["AggregateParameters"]) + this.aggregateParameters.push(AggregateParameters.fromJS(item)); + } + this.nullValueCount = data["NullValueCount"]; + if (data["Bins"]) { + this.bins = {}; + for (let key in data["Bins"]) { + if (data["Bins"].hasOwnProperty(key)) + this.bins[key] = data["Bins"][key] ? Bin.fromJS(data["Bins"][key]) : new Bin(); + } + } + } + } + + static fromJS(data: any): HistogramResult { + data = typeof data === 'object' ? data : {}; + let result = new HistogramResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.aggregateResults && this.aggregateResults.constructor === Array) { + data["AggregateResults"] = []; + for (let item of this.aggregateResults) + data["AggregateResults"].push(item); + } + data["IsEmpty"] = this.isEmpty; + if (this.brushes && this.brushes.constructor === Array) { + data["Brushes"] = []; + for (let item of this.brushes) + data["Brushes"].push(item.toJSON()); + } + if (this.binRanges && this.binRanges.constructor === Array) { + data["BinRanges"] = []; + for (let item of this.binRanges) + data["BinRanges"].push(item.toJSON()); + } + if (this.aggregateParameters && this.aggregateParameters.constructor === Array) { + data["AggregateParameters"] = []; + for (let item of this.aggregateParameters) + data["AggregateParameters"].push(item.toJSON()); + } + data["NullValueCount"] = this.nullValueCount; + if (this.bins) { + data["Bins"] = {}; + for (let key in this.bins) { + if (this.bins.hasOwnProperty(key)) + data["Bins"][key] = this.bins[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IHistogramResult extends IDistResult { + aggregateResults?: AggregateResult[][] | undefined; + isEmpty?: boolean | undefined; + brushes?: Brush[] | undefined; + binRanges?: BinRange[] | undefined; + aggregateParameters?: AggregateParameters[] | undefined; + nullValueCount?: number | undefined; + bins?: { [key: string]: Bin; } | undefined; +} + +export abstract class AggregateResult implements IAggregateResult { + hasResult?: boolean | undefined; + n?: number | undefined; + + protected _discriminator: string; + + constructor(data?: IAggregateResult) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "AggregateResult"; + } + + init(data?: any) { + if (data) { + this.hasResult = data["HasResult"]; + this.n = data["N"]; + } + } + + static fromJS(data: any): AggregateResult | undefined { + if (data === null || data === undefined) { + return undefined; + } + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "MarginAggregateResult") { + let result = new MarginAggregateResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "DoubleValueAggregateResult") { + let result = new DoubleValueAggregateResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "PointsAggregateResult") { + let result = new PointsAggregateResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "SumEstimationAggregateResult") { + let result = new SumEstimationAggregateResult(); + result.init(data); + return result; + } + throw new Error("The abstract class 'AggregateResult' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["HasResult"] = this.hasResult; + data["N"] = this.n; + return data; + } +} + +export interface IAggregateResult { + hasResult?: boolean | undefined; + n?: number | undefined; +} + +export class MarginAggregateResult extends AggregateResult implements IMarginAggregateResult { + margin?: number | undefined; + absolutMargin?: number | undefined; + sumOfSquare?: number | undefined; + sampleStandardDeviation?: number | undefined; + mean?: number | undefined; + ex?: number | undefined; + ex2?: number | undefined; + variance?: number | undefined; + + constructor(data?: IMarginAggregateResult) { + super(data); + this._discriminator = "MarginAggregateResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.margin = data["Margin"]; + this.absolutMargin = data["AbsolutMargin"]; + this.sumOfSquare = data["SumOfSquare"]; + this.sampleStandardDeviation = data["SampleStandardDeviation"]; + this.mean = data["Mean"]; + this.ex = data["Ex"]; + this.ex2 = data["Ex2"]; + this.variance = data["Variance"]; + } + } + + static fromJS(data: any): MarginAggregateResult { + data = typeof data === 'object' ? data : {}; + let result = new MarginAggregateResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Margin"] = this.margin; + data["AbsolutMargin"] = this.absolutMargin; + data["SumOfSquare"] = this.sumOfSquare; + data["SampleStandardDeviation"] = this.sampleStandardDeviation; + data["Mean"] = this.mean; + data["Ex"] = this.ex; + data["Ex2"] = this.ex2; + data["Variance"] = this.variance; + super.toJSON(data); + return data; + } +} + +export interface IMarginAggregateResult extends IAggregateResult { + margin?: number | undefined; + absolutMargin?: number | undefined; + sumOfSquare?: number | undefined; + sampleStandardDeviation?: number | undefined; + mean?: number | undefined; + ex?: number | undefined; + ex2?: number | undefined; + variance?: number | undefined; +} + +export class DoubleValueAggregateResult extends AggregateResult implements IDoubleValueAggregateResult { + result?: number | undefined; + temporaryResult?: number | undefined; + + constructor(data?: IDoubleValueAggregateResult) { + super(data); + this._discriminator = "DoubleValueAggregateResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.result = data["Result"]; + this.temporaryResult = data["TemporaryResult"]; + } + } + + static fromJS(data: any): DoubleValueAggregateResult { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "SumEstimationAggregateResult") { + let result = new SumEstimationAggregateResult(); + result.init(data); + return result; + } + let result = new DoubleValueAggregateResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Result"] = this.result; + data["TemporaryResult"] = this.temporaryResult; + super.toJSON(data); + return data; + } +} + +export interface IDoubleValueAggregateResult extends IAggregateResult { + result?: number | undefined; + temporaryResult?: number | undefined; +} + +export class PointsAggregateResult extends AggregateResult implements IPointsAggregateResult { + points?: Point[] | undefined; + + constructor(data?: IPointsAggregateResult) { + super(data); + this._discriminator = "PointsAggregateResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Points"] && data["Points"].constructor === Array) { + this.points = []; + for (let item of data["Points"]) + this.points.push(Point.fromJS(item)); + } + } + } + + static fromJS(data: any): PointsAggregateResult { + data = typeof data === 'object' ? data : {}; + let result = new PointsAggregateResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.points && this.points.constructor === Array) { + data["Points"] = []; + for (let item of this.points) + data["Points"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IPointsAggregateResult extends IAggregateResult { + points?: Point[] | undefined; +} + +export class Point implements IPoint { + x?: number | undefined; + y?: number | undefined; + + constructor(data?: IPoint) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.x = data["X"]; + this.y = data["Y"]; + } + } + + static fromJS(data: any): Point { + data = typeof data === 'object' ? data : {}; + let result = new Point(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["X"] = this.x; + data["Y"] = this.y; + return data; + } +} + +export interface IPoint { + x?: number | undefined; + y?: number | undefined; +} + +export class SumEstimationAggregateResult extends DoubleValueAggregateResult implements ISumEstimationAggregateResult { + sum?: number | undefined; + sumEstimation?: number | undefined; + + constructor(data?: ISumEstimationAggregateResult) { + super(data); + this._discriminator = "SumEstimationAggregateResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.sum = data["Sum"]; + this.sumEstimation = data["SumEstimation"]; + } + } + + static fromJS(data: any): SumEstimationAggregateResult { + data = typeof data === 'object' ? data : {}; + let result = new SumEstimationAggregateResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Sum"] = this.sum; + data["SumEstimation"] = this.sumEstimation; + super.toJSON(data); + return data; + } +} + +export interface ISumEstimationAggregateResult extends IDoubleValueAggregateResult { + sum?: number | undefined; + sumEstimation?: number | undefined; +} + +export class Brush implements IBrush { + brushIndex?: number | undefined; + brushEnum?: BrushEnum | undefined; + + constructor(data?: IBrush) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.brushIndex = data["BrushIndex"]; + this.brushEnum = data["BrushEnum"]; + } + } + + static fromJS(data: any): Brush { + data = typeof data === 'object' ? data : {}; + let result = new Brush(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["BrushIndex"] = this.brushIndex; + data["BrushEnum"] = this.brushEnum; + return data; + } +} + +export interface IBrush { + brushIndex?: number | undefined; + brushEnum?: BrushEnum | undefined; +} + +export enum BrushEnum { + Overlap = 0, + Rest = 1, + All = 2, + UserSpecified = 3, +} + +export abstract class BinRange implements IBinRange { + minValue?: number | undefined; + maxValue?: number | undefined; + targetBinNumber?: number | undefined; + + protected _discriminator: string; + + constructor(data?: IBinRange) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "BinRange"; + } + + init(data?: any) { + if (data) { + this.minValue = data["MinValue"]; + this.maxValue = data["MaxValue"]; + this.targetBinNumber = data["TargetBinNumber"]; + } + } + + static fromJS(data: any): BinRange { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "NominalBinRange") { + let result = new NominalBinRange(); + result.init(data); + return result; + } + if (data["discriminator"] === "QuantitativeBinRange") { + let result = new QuantitativeBinRange(); + result.init(data); + return result; + } + if (data["discriminator"] === "AggregateBinRange") { + let result = new AggregateBinRange(); + result.init(data); + return result; + } + if (data["discriminator"] === "AlphabeticBinRange") { + let result = new AlphabeticBinRange(); + result.init(data); + return result; + } + if (data["discriminator"] === "DateTimeBinRange") { + let result = new DateTimeBinRange(); + result.init(data); + return result; + } + throw new Error("The abstract class 'BinRange' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["MinValue"] = this.minValue; + data["MaxValue"] = this.maxValue; + data["TargetBinNumber"] = this.targetBinNumber; + return data; + } +} + +export interface IBinRange { + minValue?: number | undefined; + maxValue?: number | undefined; + targetBinNumber?: number | undefined; +} + +export class NominalBinRange extends BinRange implements INominalBinRange { + labelsValue?: { [key: string]: number; } | undefined; + valuesLabel?: { [key: string]: string; } | undefined; + + constructor(data?: INominalBinRange) { + super(data); + this._discriminator = "NominalBinRange"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["LabelsValue"]) { + this.labelsValue = {}; + for (let key in data["LabelsValue"]) { + if (data["LabelsValue"].hasOwnProperty(key)) + this.labelsValue[key] = data["LabelsValue"][key]; + } + } + if (data["ValuesLabel"]) { + this.valuesLabel = {}; + for (let key in data["ValuesLabel"]) { + if (data["ValuesLabel"].hasOwnProperty(key)) + this.valuesLabel[key] = data["ValuesLabel"][key]; + } + } + } + } + + static fromJS(data: any): NominalBinRange { + data = typeof data === 'object' ? data : {}; + let result = new NominalBinRange(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.labelsValue) { + data["LabelsValue"] = {}; + for (let key in this.labelsValue) { + if (this.labelsValue.hasOwnProperty(key)) + data["LabelsValue"][key] = this.labelsValue[key]; + } + } + if (this.valuesLabel) { + data["ValuesLabel"] = {}; + for (let key in this.valuesLabel) { + if (this.valuesLabel.hasOwnProperty(key)) + data["ValuesLabel"][key] = this.valuesLabel[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface INominalBinRange extends IBinRange { + labelsValue?: { [key: string]: number; } | undefined; + valuesLabel?: { [key: string]: string; } | undefined; +} + +export class QuantitativeBinRange extends BinRange implements IQuantitativeBinRange { + isIntegerRange?: boolean | undefined; + step?: number | undefined; + + constructor(data?: IQuantitativeBinRange) { + super(data); + this._discriminator = "QuantitativeBinRange"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.isIntegerRange = data["IsIntegerRange"]; + this.step = data["Step"]; + } + } + + static fromJS(data: any): QuantitativeBinRange { + data = typeof data === 'object' ? data : {}; + let result = new QuantitativeBinRange(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["IsIntegerRange"] = this.isIntegerRange; + data["Step"] = this.step; + super.toJSON(data); + return data; + } +} + +export interface IQuantitativeBinRange extends IBinRange { + isIntegerRange?: boolean | undefined; + step?: number | undefined; +} + +export class AggregateBinRange extends BinRange implements IAggregateBinRange { + + constructor(data?: IAggregateBinRange) { + super(data); + this._discriminator = "AggregateBinRange"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): AggregateBinRange { + data = typeof data === 'object' ? data : {}; + let result = new AggregateBinRange(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IAggregateBinRange extends IBinRange { +} + +export class AlphabeticBinRange extends BinRange implements IAlphabeticBinRange { + prefix?: string | undefined; + labelsValue?: { [key: string]: number; } | undefined; + valuesLabel?: { [key: string]: string; } | undefined; + + constructor(data?: IAlphabeticBinRange) { + super(data); + this._discriminator = "AlphabeticBinRange"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.prefix = data["Prefix"]; + if (data["LabelsValue"]) { + this.labelsValue = {}; + for (let key in data["LabelsValue"]) { + if (data["LabelsValue"].hasOwnProperty(key)) + this.labelsValue[key] = data["LabelsValue"][key]; + } + } + if (data["ValuesLabel"]) { + this.valuesLabel = {}; + for (let key in data["ValuesLabel"]) { + if (data["ValuesLabel"].hasOwnProperty(key)) + this.valuesLabel[key] = data["ValuesLabel"][key]; + } + } + } + } + + static fromJS(data: any): AlphabeticBinRange { + data = typeof data === 'object' ? data : {}; + let result = new AlphabeticBinRange(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Prefix"] = this.prefix; + if (this.labelsValue) { + data["LabelsValue"] = {}; + for (let key in this.labelsValue) { + if (this.labelsValue.hasOwnProperty(key)) + data["LabelsValue"][key] = this.labelsValue[key]; + } + } + if (this.valuesLabel) { + data["ValuesLabel"] = {}; + for (let key in this.valuesLabel) { + if (this.valuesLabel.hasOwnProperty(key)) + data["ValuesLabel"][key] = this.valuesLabel[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IAlphabeticBinRange extends IBinRange { + prefix?: string | undefined; + labelsValue?: { [key: string]: number; } | undefined; + valuesLabel?: { [key: string]: string; } | undefined; +} + +export class DateTimeBinRange extends BinRange implements IDateTimeBinRange { + step?: DateTimeStep | undefined; + + constructor(data?: IDateTimeBinRange) { + super(data); + this._discriminator = "DateTimeBinRange"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.step = data["Step"] ? DateTimeStep.fromJS(data["Step"]) : undefined; + } + } + + static fromJS(data: any): DateTimeBinRange { + data = typeof data === 'object' ? data : {}; + let result = new DateTimeBinRange(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Step"] = this.step ? this.step.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface IDateTimeBinRange extends IBinRange { + step?: DateTimeStep | undefined; +} + +export class DateTimeStep implements IDateTimeStep { + dateTimeStepGranularity?: DateTimeStepGranularity | undefined; + dateTimeStepValue?: number | undefined; + dateTimeStepMaxValue?: number | undefined; + + constructor(data?: IDateTimeStep) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.dateTimeStepGranularity = data["DateTimeStepGranularity"]; + this.dateTimeStepValue = data["DateTimeStepValue"]; + this.dateTimeStepMaxValue = data["DateTimeStepMaxValue"]; + } + } + + static fromJS(data: any): DateTimeStep { + data = typeof data === 'object' ? data : {}; + let result = new DateTimeStep(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["DateTimeStepGranularity"] = this.dateTimeStepGranularity; + data["DateTimeStepValue"] = this.dateTimeStepValue; + data["DateTimeStepMaxValue"] = this.dateTimeStepMaxValue; + return data; + } +} + +export interface IDateTimeStep { + dateTimeStepGranularity?: DateTimeStepGranularity | undefined; + dateTimeStepValue?: number | undefined; + dateTimeStepMaxValue?: number | undefined; +} + +export enum DateTimeStepGranularity { + Second = 0, + Minute = 1, + Hour = 2, + Day = 3, + Month = 4, + Year = 5, +} + +export class Bin implements IBin { + aggregateResults?: AggregateResult[] | undefined; + count?: number | undefined; + binIndex?: BinIndex | undefined; + spans?: Span[] | undefined; + xSize?: number | undefined; + ySize?: number | undefined; + + constructor(data?: IBin) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["AggregateResults"] && data["AggregateResults"].constructor === Array) { + this.aggregateResults = []; + for (let item of data["AggregateResults"]) { + let fromJs = AggregateResult.fromJS(item); + if (fromJs) + this.aggregateResults.push(fromJs); + } + } + this.count = data["Count"]; + this.binIndex = data["BinIndex"] ? BinIndex.fromJS(data["BinIndex"]) : undefined; + if (data["Spans"] && data["Spans"].constructor === Array) { + this.spans = []; + for (let item of data["Spans"]) + this.spans.push(Span.fromJS(item)); + } + this.xSize = data["XSize"]; + this.ySize = data["YSize"]; + } + } + + static fromJS(data: any): Bin { + data = typeof data === 'object' ? data : {}; + let result = new Bin(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.aggregateResults && this.aggregateResults.constructor === Array) { + data["AggregateResults"] = []; + for (let item of this.aggregateResults) + data["AggregateResults"].push(item.toJSON()); + } + data["Count"] = this.count; + data["BinIndex"] = this.binIndex ? this.binIndex.toJSON() : undefined; + if (this.spans && this.spans.constructor === Array) { + data["Spans"] = []; + for (let item of this.spans) + data["Spans"].push(item.toJSON()); + } + data["XSize"] = this.xSize; + data["YSize"] = this.ySize; + return data; + } +} + +export interface IBin { + aggregateResults?: AggregateResult[] | undefined; + count?: number | undefined; + binIndex?: BinIndex | undefined; + spans?: Span[] | undefined; + xSize?: number | undefined; + ySize?: number | undefined; +} + +export class BinIndex implements IBinIndex { + indices?: number[] | undefined; + flatIndex?: number | undefined; + + constructor(data?: IBinIndex) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["Indices"] && data["Indices"].constructor === Array) { + this.indices = []; + for (let item of data["Indices"]) + this.indices.push(item); + } + this.flatIndex = data["FlatIndex"]; + } + } + + static fromJS(data: any): BinIndex { + data = typeof data === 'object' ? data : {}; + let result = new BinIndex(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.indices && this.indices.constructor === Array) { + data["Indices"] = []; + for (let item of this.indices) + data["Indices"].push(item); + } + data["FlatIndex"] = this.flatIndex; + return data; + } +} + +export interface IBinIndex { + indices?: number[] | undefined; + flatIndex?: number | undefined; +} + +export class Span implements ISpan { + min?: number | undefined; + max?: number | undefined; + index?: number | undefined; + + constructor(data?: ISpan) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.min = data["Min"]; + this.max = data["Max"]; + this.index = data["Index"]; + } + } + + static fromJS(data: any): Span { + data = typeof data === 'object' ? data : {}; + let result = new Span(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Min"] = this.min; + data["Max"] = this.max; + data["Index"] = this.index; + return data; + } +} + +export interface ISpan { + min?: number | undefined; + max?: number | undefined; + index?: number | undefined; +} + +export class ModelWealthResult extends Result implements IModelWealthResult { + wealth?: number | undefined; + startWealth?: number | undefined; + + constructor(data?: IModelWealthResult) { + super(data); + this._discriminator = "ModelWealthResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.wealth = data["Wealth"]; + this.startWealth = data["StartWealth"]; + } + } + + static fromJS(data: any): ModelWealthResult { + data = typeof data === 'object' ? data : {}; + let result = new ModelWealthResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Wealth"] = this.wealth; + data["StartWealth"] = this.startWealth; + super.toJSON(data); + return data; + } +} + +export interface IModelWealthResult extends IResult { + wealth?: number | undefined; + startWealth?: number | undefined; +} + +export abstract class HypothesisTestResult extends Result implements IHypothesisTestResult { + pValue?: number | undefined; + statistic?: number | undefined; + support?: number | undefined; + sampleSizes?: number[] | undefined; + errorMessage?: string | undefined; + + constructor(data?: IHypothesisTestResult) { + super(data); + this._discriminator = "HypothesisTestResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.pValue = data["PValue"]; + this.statistic = data["Statistic"]; + this.support = data["Support"]; + if (data["SampleSizes"] && data["SampleSizes"].constructor === Array) { + this.sampleSizes = []; + for (let item of data["SampleSizes"]) + this.sampleSizes.push(item); + } + this.errorMessage = data["ErrorMessage"]; + } + } + + static fromJS(data: any): HypothesisTestResult { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "ChiSquaredTestResult") { + let result = new ChiSquaredTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "CorrelationTestResult") { + let result = new CorrelationTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "KSTestResult") { + let result = new KSTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "RootMeanSquareTestResult") { + let result = new RootMeanSquareTestResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "TTestResult") { + let result = new TTestResult(); + result.init(data); + return result; + } + throw new Error("The abstract class 'HypothesisTestResult' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["PValue"] = this.pValue; + data["Statistic"] = this.statistic; + data["Support"] = this.support; + if (this.sampleSizes && this.sampleSizes.constructor === Array) { + data["SampleSizes"] = []; + for (let item of this.sampleSizes) + data["SampleSizes"].push(item); + } + data["ErrorMessage"] = this.errorMessage; + super.toJSON(data); + return data; + } +} + +export interface IHypothesisTestResult extends IResult { + pValue?: number | undefined; + statistic?: number | undefined; + support?: number | undefined; + sampleSizes?: number[] | undefined; + errorMessage?: string | undefined; +} + +export abstract class ModelOperationResult extends Result implements IModelOperationResult { + modelId?: ModelId | undefined; + + constructor(data?: IModelOperationResult) { + super(data); + this._discriminator = "ModelOperationResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.modelId = data["ModelId"] ? ModelId.fromJS(data["ModelId"]) : undefined; + } + } + + static fromJS(data: any): ModelOperationResult { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "NewModelOperationResult") { + let result = new NewModelOperationResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "AddComparisonResult") { + let result = new AddComparisonResult(); + result.init(data); + return result; + } + if (data["discriminator"] === "GetModelStateResult") { + let result = new GetModelStateResult(); + result.init(data); + return result; + } + throw new Error("The abstract class 'ModelOperationResult' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["ModelId"] = this.modelId ? this.modelId.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface IModelOperationResult extends IResult { + modelId?: ModelId | undefined; +} + +export class RecommenderResult extends Result implements IRecommenderResult { + recommendedHistograms?: RecommendedHistogram[] | undefined; + totalCount?: number | undefined; + + constructor(data?: IRecommenderResult) { + super(data); + this._discriminator = "RecommenderResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["RecommendedHistograms"] && data["RecommendedHistograms"].constructor === Array) { + this.recommendedHistograms = []; + for (let item of data["RecommendedHistograms"]) + this.recommendedHistograms.push(RecommendedHistogram.fromJS(item)); + } + this.totalCount = data["TotalCount"]; + } + } + + static fromJS(data: any): RecommenderResult { + data = typeof data === 'object' ? data : {}; + let result = new RecommenderResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.recommendedHistograms && this.recommendedHistograms.constructor === Array) { + data["RecommendedHistograms"] = []; + for (let item of this.recommendedHistograms) + data["RecommendedHistograms"].push(item.toJSON()); + } + data["TotalCount"] = this.totalCount; + super.toJSON(data); + return data; + } +} + +export interface IRecommenderResult extends IResult { + recommendedHistograms?: RecommendedHistogram[] | undefined; + totalCount?: number | undefined; +} + +export class RecommendedHistogram implements IRecommendedHistogram { + histogramResult?: HistogramResult | undefined; + selectedBinIndices?: BinIndex[] | undefined; + selections?: Selection[] | undefined; + pValue?: number | undefined; + significance?: boolean | undefined; + decision?: Decision | undefined; + effectSize?: number | undefined; + hypothesisTestResult?: HypothesisTestResult | undefined; + id?: string | undefined; + xAttribute?: Attribute | undefined; + yAttribute?: Attribute | undefined; + + constructor(data?: IRecommendedHistogram) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.histogramResult = data["HistogramResult"] ? HistogramResult.fromJS(data["HistogramResult"]) : undefined; + if (data["SelectedBinIndices"] && data["SelectedBinIndices"].constructor === Array) { + this.selectedBinIndices = []; + for (let item of data["SelectedBinIndices"]) + this.selectedBinIndices.push(BinIndex.fromJS(item)); + } + if (data["Selections"] && data["Selections"].constructor === Array) { + this.selections = []; + for (let item of data["Selections"]) + this.selections.push(Selection.fromJS(item)); + } + this.pValue = data["PValue"]; + this.significance = data["Significance"]; + this.decision = data["Decision"] ? Decision.fromJS(data["Decision"]) : undefined; + this.effectSize = data["EffectSize"]; + this.hypothesisTestResult = data["HypothesisTestResult"] ? HypothesisTestResult.fromJS(data["HypothesisTestResult"]) : undefined; + this.id = data["Id"]; + this.xAttribute = data["XAttribute"] ? Attribute.fromJS(data["XAttribute"]) : undefined; + this.yAttribute = data["YAttribute"] ? Attribute.fromJS(data["YAttribute"]) : undefined; + } + } + + static fromJS(data: any): RecommendedHistogram { + data = typeof data === 'object' ? data : {}; + let result = new RecommendedHistogram(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["HistogramResult"] = this.histogramResult ? this.histogramResult.toJSON() : undefined; + if (this.selectedBinIndices && this.selectedBinIndices.constructor === Array) { + data["SelectedBinIndices"] = []; + for (let item of this.selectedBinIndices) + data["SelectedBinIndices"].push(item.toJSON()); + } + if (this.selections && this.selections.constructor === Array) { + data["Selections"] = []; + for (let item of this.selections) + data["Selections"].push(item.toJSON()); + } + data["PValue"] = this.pValue; + data["Significance"] = this.significance; + data["Decision"] = this.decision ? this.decision.toJSON() : undefined; + data["EffectSize"] = this.effectSize; + data["HypothesisTestResult"] = this.hypothesisTestResult ? this.hypothesisTestResult.toJSON() : undefined; + data["Id"] = this.id; + data["XAttribute"] = this.xAttribute ? this.xAttribute.toJSON() : undefined; + data["YAttribute"] = this.yAttribute ? this.yAttribute.toJSON() : undefined; + return data; + } +} + +export interface IRecommendedHistogram { + histogramResult?: HistogramResult | undefined; + selectedBinIndices?: BinIndex[] | undefined; + selections?: Selection[] | undefined; + pValue?: number | undefined; + significance?: boolean | undefined; + decision?: Decision | undefined; + effectSize?: number | undefined; + hypothesisTestResult?: HypothesisTestResult | undefined; + id?: string | undefined; + xAttribute?: Attribute | undefined; + yAttribute?: Attribute | undefined; +} + +export class Selection implements ISelection { + statements?: Statement[] | undefined; + filterHistogramOperationReference?: IOperationReference | undefined; + + constructor(data?: ISelection) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + if (data["Statements"] && data["Statements"].constructor === Array) { + this.statements = []; + for (let item of data["Statements"]) + this.statements.push(Statement.fromJS(item)); + } + this.filterHistogramOperationReference = data["FilterHistogramOperationReference"] ? IOperationReference.fromJS(data["FilterHistogramOperationReference"]) : undefined; + } + } + + static fromJS(data: any): Selection { + data = typeof data === 'object' ? data : {}; + let result = new Selection(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.statements && this.statements.constructor === Array) { + data["Statements"] = []; + for (let item of this.statements) + data["Statements"].push(item.toJSON()); + } + data["FilterHistogramOperationReference"] = this.filterHistogramOperationReference ? this.filterHistogramOperationReference.toJSON() : undefined; + return data; + } +} + +export interface ISelection { + statements?: Statement[] | undefined; + filterHistogramOperationReference?: IOperationReference | undefined; +} + +export class Statement implements IStatement { + attribute?: Attribute | undefined; + predicate?: Predicate | undefined; + value?: any | undefined; + + constructor(data?: IStatement) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.attribute = data["Attribute"] ? Attribute.fromJS(data["Attribute"]) : undefined; + this.predicate = data["Predicate"]; + this.value = data["Value"]; + } + } + + static fromJS(data: any): Statement { + data = typeof data === 'object' ? data : {}; + let result = new Statement(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Attribute"] = this.attribute ? this.attribute.toJSON() : undefined; + data["Predicate"] = this.predicate; + data["Value"] = this.value; + return data; + } +} + +export interface IStatement { + attribute?: Attribute | undefined; + predicate?: Predicate | undefined; + value?: any | undefined; +} + +export enum Predicate { + EQUALS = 0, + LIKE = 1, + GREATER_THAN = 2, + LESS_THAN = 3, + GREATER_THAN_EQUAL = 4, + LESS_THAN_EQUAL = 5, + STARTS_WITH = 6, + ENDS_WITH = 7, + CONTAINS = 8, +} + +export abstract class IOperationReference implements IIOperationReference { + id?: string | undefined; + + protected _discriminator: string; + + constructor(data?: IIOperationReference) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "IOperationReference"; + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + } + } + + static fromJS(data: any): IOperationReference { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "OperationReference") { + let result = new OperationReference(); + result.init(data); + return result; + } + throw new Error("The abstract class 'IOperationReference' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["Id"] = this.id; + return data; + } +} + +export interface IIOperationReference { + id?: string | undefined; +} + +export class OperationReference extends IOperationReference implements IOperationReference { + id?: string | undefined; + + constructor(data?: IOperationReference) { + super(data); + this._discriminator = "OperationReference"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.id = data["Id"]; + } + } + + static fromJS(data: any): OperationReference { + data = typeof data === 'object' ? data : {}; + let result = new OperationReference(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + super.toJSON(data); + return data; + } +} + +export interface IOperationReference extends IIOperationReference { + id?: string | undefined; +} + +export class Decision extends Result implements IDecision { + comparisonId?: ComparisonId | undefined; + riskControlType?: RiskControlType | undefined; + significance?: boolean | undefined; + pValue?: number | undefined; + lhs?: number | undefined; + significanceLevel?: number | undefined; + sampleSizeEstimate?: number | undefined; + + constructor(data?: IDecision) { + super(data); + this._discriminator = "Decision"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.comparisonId = data["ComparisonId"] ? ComparisonId.fromJS(data["ComparisonId"]) : undefined; + this.riskControlType = data["RiskControlType"]; + this.significance = data["Significance"]; + this.pValue = data["PValue"]; + this.lhs = data["Lhs"]; + this.significanceLevel = data["SignificanceLevel"]; + this.sampleSizeEstimate = data["SampleSizeEstimate"]; + } + } + + static fromJS(data: any): Decision { + data = typeof data === 'object' ? data : {}; + let result = new Decision(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["ComparisonId"] = this.comparisonId ? this.comparisonId.toJSON() : undefined; + data["RiskControlType"] = this.riskControlType; + data["Significance"] = this.significance; + data["PValue"] = this.pValue; + data["Lhs"] = this.lhs; + data["SignificanceLevel"] = this.significanceLevel; + data["SampleSizeEstimate"] = this.sampleSizeEstimate; + super.toJSON(data); + return data; + } +} + +export interface IDecision extends IResult { + comparisonId?: ComparisonId | undefined; + riskControlType?: RiskControlType | undefined; + significance?: boolean | undefined; + pValue?: number | undefined; + lhs?: number | undefined; + significanceLevel?: number | undefined; + sampleSizeEstimate?: number | undefined; +} + +export class ComparisonId implements IComparisonId { + value?: string | undefined; + + constructor(data?: IComparisonId) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): ComparisonId { + data = typeof data === 'object' ? data : {}; + let result = new ComparisonId(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + return data; + } +} + +export interface IComparisonId { + value?: string | undefined; +} + +export class OptimizerResult extends Result implements IOptimizerResult { + topKSolutions?: Solution[] | undefined; + + constructor(data?: IOptimizerResult) { + super(data); + this._discriminator = "OptimizerResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["TopKSolutions"] && data["TopKSolutions"].constructor === Array) { + this.topKSolutions = []; + for (let item of data["TopKSolutions"]) + this.topKSolutions.push(Solution.fromJS(item)); + } + } + } + + static fromJS(data: any): OptimizerResult { + data = typeof data === 'object' ? data : {}; + let result = new OptimizerResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.topKSolutions && this.topKSolutions.constructor === Array) { + data["TopKSolutions"] = []; + for (let item of this.topKSolutions) + data["TopKSolutions"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IOptimizerResult extends IResult { + topKSolutions?: Solution[] | undefined; +} + +export class Solution implements ISolution { + solutionId?: string | undefined; + stepDescriptions?: StepDescription[] | undefined; + pipelineDescription?: PipelineDescription | undefined; + score?: Score | undefined; + naiveScore?: Score | undefined; + + constructor(data?: ISolution) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.solutionId = data["SolutionId"]; + if (data["StepDescriptions"] && data["StepDescriptions"].constructor === Array) { + this.stepDescriptions = []; + for (let item of data["StepDescriptions"]) + this.stepDescriptions.push(StepDescription.fromJS(item)); + } + this.pipelineDescription = data["PipelineDescription"] ? PipelineDescription.fromJS(data["PipelineDescription"]) : undefined; + this.score = data["Score"] ? Score.fromJS(data["Score"]) : undefined; + this.naiveScore = data["NaiveScore"] ? Score.fromJS(data["NaiveScore"]) : undefined; + } + } + + static fromJS(data: any): Solution { + data = typeof data === 'object' ? data : {}; + let result = new Solution(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SolutionId"] = this.solutionId; + if (this.stepDescriptions && this.stepDescriptions.constructor === Array) { + data["StepDescriptions"] = []; + for (let item of this.stepDescriptions) + data["StepDescriptions"].push(item.toJSON()); + } + data["PipelineDescription"] = this.pipelineDescription ? this.pipelineDescription.toJSON() : undefined; + data["Score"] = this.score ? this.score.toJSON() : undefined; + data["NaiveScore"] = this.naiveScore ? this.naiveScore.toJSON() : undefined; + return data; + } +} + +export interface ISolution { + solutionId?: string | undefined; + stepDescriptions?: StepDescription[] | undefined; + pipelineDescription?: PipelineDescription | undefined; + score?: Score | undefined; + naiveScore?: Score | undefined; +} + +export class StepDescription implements IStepDescription { + + protected _discriminator: string; + + constructor(data?: IStepDescription) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "StepDescription"; + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): StepDescription { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "SubpipelineStepDescription") { + let result = new SubpipelineStepDescription(); + result.init(data); + return result; + } + if (data["discriminator"] === "PrimitiveStepDescription") { + let result = new PrimitiveStepDescription(); + result.init(data); + return result; + } + let result = new StepDescription(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + return data; + } +} + +export interface IStepDescription { +} + +export class SubpipelineStepDescription extends StepDescription implements ISubpipelineStepDescription { + steps?: StepDescription[] | undefined; + + constructor(data?: ISubpipelineStepDescription) { + super(data); + this._discriminator = "SubpipelineStepDescription"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Steps"] && data["Steps"].constructor === Array) { + this.steps = []; + for (let item of data["Steps"]) + this.steps.push(StepDescription.fromJS(item)); + } + } + } + + static fromJS(data: any): SubpipelineStepDescription { + data = typeof data === 'object' ? data : {}; + let result = new SubpipelineStepDescription(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.steps && this.steps.constructor === Array) { + data["Steps"] = []; + for (let item of this.steps) + data["Steps"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface ISubpipelineStepDescription extends IStepDescription { + steps?: StepDescription[] | undefined; +} + +export class PipelineDescription implements IPipelineDescription { + id?: string | undefined; + name?: string | undefined; + description?: string | undefined; + inputs?: PipelineDescriptionInput[] | undefined; + outputs?: PipelineDescriptionOutput[] | undefined; + steps?: PipelineDescriptionStep[] | undefined; + + constructor(data?: IPipelineDescription) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + this.name = data["Name"]; + this.description = data["Description"]; + if (data["Inputs"] && data["Inputs"].constructor === Array) { + this.inputs = []; + for (let item of data["Inputs"]) + this.inputs.push(PipelineDescriptionInput.fromJS(item)); + } + if (data["Outputs"] && data["Outputs"].constructor === Array) { + this.outputs = []; + for (let item of data["Outputs"]) + this.outputs.push(PipelineDescriptionOutput.fromJS(item)); + } + if (data["Steps"] && data["Steps"].constructor === Array) { + this.steps = []; + for (let item of data["Steps"]) + this.steps.push(PipelineDescriptionStep.fromJS(item)); + } + } + } + + static fromJS(data: any): PipelineDescription { + data = typeof data === 'object' ? data : {}; + let result = new PipelineDescription(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + data["Name"] = this.name; + data["Description"] = this.description; + if (this.inputs && this.inputs.constructor === Array) { + data["Inputs"] = []; + for (let item of this.inputs) + data["Inputs"].push(item.toJSON()); + } + if (this.outputs && this.outputs.constructor === Array) { + data["Outputs"] = []; + for (let item of this.outputs) + data["Outputs"].push(item.toJSON()); + } + if (this.steps && this.steps.constructor === Array) { + data["Steps"] = []; + for (let item of this.steps) + data["Steps"].push(item.toJSON()); + } + return data; + } +} + +export interface IPipelineDescription { + id?: string | undefined; + name?: string | undefined; + description?: string | undefined; + inputs?: PipelineDescriptionInput[] | undefined; + outputs?: PipelineDescriptionOutput[] | undefined; + steps?: PipelineDescriptionStep[] | undefined; +} + +export class PipelineDescriptionInput implements IPipelineDescriptionInput { + name?: string | undefined; + + constructor(data?: IPipelineDescriptionInput) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.name = data["Name"]; + } + } + + static fromJS(data: any): PipelineDescriptionInput { + data = typeof data === 'object' ? data : {}; + let result = new PipelineDescriptionInput(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Name"] = this.name; + return data; + } +} + +export interface IPipelineDescriptionInput { + name?: string | undefined; +} + +export class PipelineDescriptionOutput implements IPipelineDescriptionOutput { + name?: string | undefined; + data?: string | undefined; + + constructor(data?: IPipelineDescriptionOutput) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.name = data["Name"]; + this.data = data["Data"]; + } + } + + static fromJS(data: any): PipelineDescriptionOutput { + data = typeof data === 'object' ? data : {}; + let result = new PipelineDescriptionOutput(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Name"] = this.name; + data["Data"] = this.data; + return data; + } +} + +export interface IPipelineDescriptionOutput { + name?: string | undefined; + data?: string | undefined; +} + +export class PipelineDescriptionStep implements IPipelineDescriptionStep { + outputs?: StepOutput[] | undefined; + + protected _discriminator: string; + + constructor(data?: IPipelineDescriptionStep) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "PipelineDescriptionStep"; + } + + init(data?: any) { + if (data) { + if (data["Outputs"] && data["Outputs"].constructor === Array) { + this.outputs = []; + for (let item of data["Outputs"]) + this.outputs.push(StepOutput.fromJS(item)); + } + } + } + + static fromJS(data: any): PipelineDescriptionStep { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "PlaceholderPipelineDescriptionStep") { + let result = new PlaceholderPipelineDescriptionStep(); + result.init(data); + return result; + } + if (data["discriminator"] === "SubpipelinePipelineDescriptionStep") { + let result = new SubpipelinePipelineDescriptionStep(); + result.init(data); + return result; + } + if (data["discriminator"] === "PrimitivePipelineDescriptionStep") { + let result = new PrimitivePipelineDescriptionStep(); + result.init(data); + return result; + } + let result = new PipelineDescriptionStep(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + if (this.outputs && this.outputs.constructor === Array) { + data["Outputs"] = []; + for (let item of this.outputs) + data["Outputs"].push(item.toJSON()); + } + return data; + } +} + +export interface IPipelineDescriptionStep { + outputs?: StepOutput[] | undefined; +} + +export class StepOutput implements IStepOutput { + id?: string | undefined; + + constructor(data?: IStepOutput) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + } + } + + static fromJS(data: any): StepOutput { + data = typeof data === 'object' ? data : {}; + let result = new StepOutput(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + return data; + } +} + +export interface IStepOutput { + id?: string | undefined; +} + +export class PlaceholderPipelineDescriptionStep extends PipelineDescriptionStep implements IPlaceholderPipelineDescriptionStep { + inputs?: StepInput[] | undefined; + + constructor(data?: IPlaceholderPipelineDescriptionStep) { + super(data); + this._discriminator = "PlaceholderPipelineDescriptionStep"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Inputs"] && data["Inputs"].constructor === Array) { + this.inputs = []; + for (let item of data["Inputs"]) + this.inputs.push(StepInput.fromJS(item)); + } + } + } + + static fromJS(data: any): PlaceholderPipelineDescriptionStep { + data = typeof data === 'object' ? data : {}; + let result = new PlaceholderPipelineDescriptionStep(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.inputs && this.inputs.constructor === Array) { + data["Inputs"] = []; + for (let item of this.inputs) + data["Inputs"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IPlaceholderPipelineDescriptionStep extends IPipelineDescriptionStep { + inputs?: StepInput[] | undefined; +} + +export class StepInput implements IStepInput { + data?: string | undefined; + + constructor(data?: IStepInput) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.data = data["Data"]; + } + } + + static fromJS(data: any): StepInput { + data = typeof data === 'object' ? data : {}; + let result = new StepInput(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Data"] = this.data; + return data; + } +} + +export interface IStepInput { + data?: string | undefined; +} + +export class SubpipelinePipelineDescriptionStep extends PipelineDescriptionStep implements ISubpipelinePipelineDescriptionStep { + pipelineDescription?: PipelineDescription | undefined; + inputs?: StepInput[] | undefined; + + constructor(data?: ISubpipelinePipelineDescriptionStep) { + super(data); + this._discriminator = "SubpipelinePipelineDescriptionStep"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.pipelineDescription = data["PipelineDescription"] ? PipelineDescription.fromJS(data["PipelineDescription"]) : undefined; + if (data["Inputs"] && data["Inputs"].constructor === Array) { + this.inputs = []; + for (let item of data["Inputs"]) + this.inputs.push(StepInput.fromJS(item)); + } + } + } + + static fromJS(data: any): SubpipelinePipelineDescriptionStep { + data = typeof data === 'object' ? data : {}; + let result = new SubpipelinePipelineDescriptionStep(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["PipelineDescription"] = this.pipelineDescription ? this.pipelineDescription.toJSON() : undefined; + if (this.inputs && this.inputs.constructor === Array) { + data["Inputs"] = []; + for (let item of this.inputs) + data["Inputs"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface ISubpipelinePipelineDescriptionStep extends IPipelineDescriptionStep { + pipelineDescription?: PipelineDescription | undefined; + inputs?: StepInput[] | undefined; +} + +export class PrimitivePipelineDescriptionStep extends PipelineDescriptionStep implements IPrimitivePipelineDescriptionStep { + primitive?: Primitive | undefined; + arguments?: { [key: string]: PrimitiveStepArgument; } | undefined; + hyperparams?: { [key: string]: PrimitiveStepHyperparameter; } | undefined; + + constructor(data?: IPrimitivePipelineDescriptionStep) { + super(data); + this._discriminator = "PrimitivePipelineDescriptionStep"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.primitive = data["Primitive"] ? Primitive.fromJS(data["Primitive"]) : undefined; + if (data["Arguments"]) { + this.arguments = {}; + for (let key in data["Arguments"]) { + if (data["Arguments"].hasOwnProperty(key)) + this.arguments[key] = data["Arguments"][key] ? PrimitiveStepArgument.fromJS(data["Arguments"][key]) : new PrimitiveStepArgument(); + } + } + if (data["Hyperparams"]) { + this.hyperparams = {}; + for (let key in data["Hyperparams"]) { + if (data["Hyperparams"].hasOwnProperty(key)) + this.hyperparams[key] = data["Hyperparams"][key] ? PrimitiveStepHyperparameter.fromJS(data["Hyperparams"][key]) : new PrimitiveStepHyperparameter(); + } + } + } + } + + static fromJS(data: any): PrimitivePipelineDescriptionStep { + data = typeof data === 'object' ? data : {}; + let result = new PrimitivePipelineDescriptionStep(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Primitive"] = this.primitive ? this.primitive.toJSON() : undefined; + if (this.arguments) { + data["Arguments"] = {}; + for (let key in this.arguments) { + if (this.arguments.hasOwnProperty(key)) + data["Arguments"][key] = this.arguments[key]; + } + } + if (this.hyperparams) { + data["Hyperparams"] = {}; + for (let key in this.hyperparams) { + if (this.hyperparams.hasOwnProperty(key)) + data["Hyperparams"][key] = this.hyperparams[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IPrimitivePipelineDescriptionStep extends IPipelineDescriptionStep { + primitive?: Primitive | undefined; + arguments?: { [key: string]: PrimitiveStepArgument; } | undefined; + hyperparams?: { [key: string]: PrimitiveStepHyperparameter; } | undefined; +} + +export class Primitive implements IPrimitive { + id?: string | undefined; + version?: string | undefined; + pythonPath?: string | undefined; + name?: string | undefined; + digest?: string | undefined; + + constructor(data?: IPrimitive) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + this.version = data["Version"]; + this.pythonPath = data["PythonPath"]; + this.name = data["Name"]; + this.digest = data["Digest"]; + } + } + + static fromJS(data: any): Primitive { + data = typeof data === 'object' ? data : {}; + let result = new Primitive(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Id"] = this.id; + data["Version"] = this.version; + data["PythonPath"] = this.pythonPath; + data["Name"] = this.name; + data["Digest"] = this.digest; + return data; + } +} + +export interface IPrimitive { + id?: string | undefined; + version?: string | undefined; + pythonPath?: string | undefined; + name?: string | undefined; + digest?: string | undefined; +} + +export class PrimitiveStepHyperparameter implements IPrimitiveStepHyperparameter { + + protected _discriminator: string; + + constructor(data?: IPrimitiveStepHyperparameter) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "PrimitiveStepHyperparameter"; + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): PrimitiveStepHyperparameter { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "PrimitiveStepArgument") { + let result = new PrimitiveStepArgument(); + result.init(data); + return result; + } + if (data["discriminator"] === "DataArguments") { + let result = new DataArguments(); + result.init(data); + return result; + } + if (data["discriminator"] === "PrimitiveArgument") { + let result = new PrimitiveArgument(); + result.init(data); + return result; + } + if (data["discriminator"] === "PrimitiveArguments") { + let result = new PrimitiveArguments(); + result.init(data); + return result; + } + if (data["discriminator"] === "ValueArgument") { + let result = new ValueArgument(); + result.init(data); + return result; + } + if (data["discriminator"] === "ContainerArgument") { + let result = new ContainerArgument(); + result.init(data); + return result; + } + if (data["discriminator"] === "DataArgument") { + let result = new DataArgument(); + result.init(data); + return result; + } + let result = new PrimitiveStepHyperparameter(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + return data; + } +} + +export interface IPrimitiveStepHyperparameter { +} + +export class PrimitiveStepArgument extends PrimitiveStepHyperparameter implements IPrimitiveStepArgument { + + protected _discriminator: string; + + constructor(data?: IPrimitiveStepArgument) { + super(data); + this._discriminator = "PrimitiveStepArgument"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): PrimitiveStepArgument { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "ContainerArgument") { + let result = new ContainerArgument(); + result.init(data); + return result; + } + if (data["discriminator"] === "DataArgument") { + let result = new DataArgument(); + result.init(data); + return result; + } + let result = new PrimitiveStepArgument(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + super.toJSON(data); + return data; + } +} + +export interface IPrimitiveStepArgument extends IPrimitiveStepHyperparameter { +} + +export class DataArguments extends PrimitiveStepHyperparameter implements IDataArguments { + data?: string[] | undefined; + + constructor(data?: IDataArguments) { + super(data); + this._discriminator = "DataArguments"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Data"] && data["Data"].constructor === Array) { + this.data = []; + for (let item of data["Data"]) + this.data.push(item); + } + } + } + + static fromJS(data: any): DataArguments { + data = typeof data === 'object' ? data : {}; + let result = new DataArguments(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.data && this.data.constructor === Array) { + data["Data"] = []; + for (let item of this.data) + data["Data"].push(item); + } + super.toJSON(data); + return data; + } +} + +export interface IDataArguments extends IPrimitiveStepHyperparameter { + data?: string[] | undefined; +} + +export class PrimitiveArgument extends PrimitiveStepHyperparameter implements IPrimitiveArgument { + data?: number | undefined; + + constructor(data?: IPrimitiveArgument) { + super(data); + this._discriminator = "PrimitiveArgument"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.data = data["Data"]; + } + } + + static fromJS(data: any): PrimitiveArgument { + data = typeof data === 'object' ? data : {}; + let result = new PrimitiveArgument(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Data"] = this.data; + super.toJSON(data); + return data; + } +} + +export interface IPrimitiveArgument extends IPrimitiveStepHyperparameter { + data?: number | undefined; +} + +export class PrimitiveArguments extends PrimitiveStepHyperparameter implements IPrimitiveArguments { + data?: number[] | undefined; + + constructor(data?: IPrimitiveArguments) { + super(data); + this._discriminator = "PrimitiveArguments"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Data"] && data["Data"].constructor === Array) { + this.data = []; + for (let item of data["Data"]) + this.data.push(item); + } + } + } + + static fromJS(data: any): PrimitiveArguments { + data = typeof data === 'object' ? data : {}; + let result = new PrimitiveArguments(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.data && this.data.constructor === Array) { + data["Data"] = []; + for (let item of this.data) + data["Data"].push(item); + } + super.toJSON(data); + return data; + } +} + +export interface IPrimitiveArguments extends IPrimitiveStepHyperparameter { + data?: number[] | undefined; +} + +export class ValueArgument extends PrimitiveStepHyperparameter implements IValueArgument { + data?: Value | undefined; + + constructor(data?: IValueArgument) { + super(data); + this._discriminator = "ValueArgument"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.data = data["Data"] ? Value.fromJS(data["Data"]) : undefined; + } + } + + static fromJS(data: any): ValueArgument { + data = typeof data === 'object' ? data : {}; + let result = new ValueArgument(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Data"] = this.data ? this.data.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface IValueArgument extends IPrimitiveStepHyperparameter { + data?: Value | undefined; +} + +export abstract class Value implements IValue { + + protected _discriminator: string; + + constructor(data?: IValue) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + this._discriminator = "Value"; + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): Value { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "ErrorValue") { + let result = new ErrorValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "DoubleValue") { + let result = new DoubleValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "LongValue") { + let result = new LongValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "BoolValue") { + let result = new BoolValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "StringValue") { + let result = new StringValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "DatasetUriValue") { + let result = new DatasetUriValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "CsvUriValue") { + let result = new CsvUriValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "PickleUriValue") { + let result = new PickleUriValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "PickleBlobValue") { + let result = new PickleBlobValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "PlasmaIdValue") { + let result = new PlasmaIdValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "BytesValue") { + let result = new BytesValue(); + result.init(data); + return result; + } + if (data["discriminator"] === "ListValue") { + let result = new ListValue(); + result.init(data); + return result; + } + throw new Error("The abstract class 'Value' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + return data; + } +} + +export interface IValue { +} + +export class ErrorValue extends Value implements IErrorValue { + message?: string | undefined; + + constructor(data?: IErrorValue) { + super(data); + this._discriminator = "ErrorValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.message = data["Message"]; + } + } + + static fromJS(data: any): ErrorValue { + data = typeof data === 'object' ? data : {}; + let result = new ErrorValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Message"] = this.message; + super.toJSON(data); + return data; + } +} + +export interface IErrorValue extends IValue { + message?: string | undefined; +} + +export class DoubleValue extends Value implements IDoubleValue { + value?: number | undefined; + + constructor(data?: IDoubleValue) { + super(data); + this._discriminator = "DoubleValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): DoubleValue { + data = typeof data === 'object' ? data : {}; + let result = new DoubleValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IDoubleValue extends IValue { + value?: number | undefined; +} + +export class LongValue extends Value implements ILongValue { + value?: number | undefined; + + constructor(data?: ILongValue) { + super(data); + this._discriminator = "LongValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): LongValue { + data = typeof data === 'object' ? data : {}; + let result = new LongValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface ILongValue extends IValue { + value?: number | undefined; +} + +export class BoolValue extends Value implements IBoolValue { + value?: boolean | undefined; + + constructor(data?: IBoolValue) { + super(data); + this._discriminator = "BoolValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): BoolValue { + data = typeof data === 'object' ? data : {}; + let result = new BoolValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IBoolValue extends IValue { + value?: boolean | undefined; +} + +export class StringValue extends Value implements IStringValue { + value?: string | undefined; + + constructor(data?: IStringValue) { + super(data); + this._discriminator = "StringValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): StringValue { + data = typeof data === 'object' ? data : {}; + let result = new StringValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IStringValue extends IValue { + value?: string | undefined; +} + +export class DatasetUriValue extends Value implements IDatasetUriValue { + value?: string | undefined; + + constructor(data?: IDatasetUriValue) { + super(data); + this._discriminator = "DatasetUriValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): DatasetUriValue { + data = typeof data === 'object' ? data : {}; + let result = new DatasetUriValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IDatasetUriValue extends IValue { + value?: string | undefined; +} + +export class CsvUriValue extends Value implements ICsvUriValue { + value?: string | undefined; + + constructor(data?: ICsvUriValue) { + super(data); + this._discriminator = "CsvUriValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): CsvUriValue { + data = typeof data === 'object' ? data : {}; + let result = new CsvUriValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface ICsvUriValue extends IValue { + value?: string | undefined; +} + +export class PickleUriValue extends Value implements IPickleUriValue { + value?: string | undefined; + + constructor(data?: IPickleUriValue) { + super(data); + this._discriminator = "PickleUriValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): PickleUriValue { + data = typeof data === 'object' ? data : {}; + let result = new PickleUriValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IPickleUriValue extends IValue { + value?: string | undefined; +} + +export class PickleBlobValue extends Value implements IPickleBlobValue { + value?: string | undefined; + + constructor(data?: IPickleBlobValue) { + super(data); + this._discriminator = "PickleBlobValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): PickleBlobValue { + data = typeof data === 'object' ? data : {}; + let result = new PickleBlobValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IPickleBlobValue extends IValue { + value?: string | undefined; +} + +export class PlasmaIdValue extends Value implements IPlasmaIdValue { + value?: string | undefined; + + constructor(data?: IPlasmaIdValue) { + super(data); + this._discriminator = "PlasmaIdValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): PlasmaIdValue { + data = typeof data === 'object' ? data : {}; + let result = new PlasmaIdValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IPlasmaIdValue extends IValue { + value?: string | undefined; +} + +export class BytesValue extends Value implements IBytesValue { + value?: string | undefined; + + constructor(data?: IBytesValue) { + super(data); + this._discriminator = "BytesValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.value = data["Value"]; + } + } + + static fromJS(data: any): BytesValue { + data = typeof data === 'object' ? data : {}; + let result = new BytesValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + super.toJSON(data); + return data; + } +} + +export interface IBytesValue extends IValue { + value?: string | undefined; +} + +export class ContainerArgument extends PrimitiveStepArgument implements IContainerArgument { + data?: string | undefined; + + constructor(data?: IContainerArgument) { + super(data); + this._discriminator = "ContainerArgument"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.data = data["Data"]; + } + } + + static fromJS(data: any): ContainerArgument { + data = typeof data === 'object' ? data : {}; + let result = new ContainerArgument(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Data"] = this.data; + super.toJSON(data); + return data; + } +} + +export interface IContainerArgument extends IPrimitiveStepArgument { + data?: string | undefined; +} + +export class Score implements IScore { + metricType?: MetricType | undefined; + value?: number | undefined; + + constructor(data?: IScore) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.metricType = data["MetricType"]; + this.value = data["Value"]; + } + } + + static fromJS(data: any): Score { + data = typeof data === 'object' ? data : {}; + let result = new Score(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["MetricType"] = this.metricType; + data["Value"] = this.value; + return data; + } +} + +export interface IScore { + metricType?: MetricType | undefined; + value?: number | undefined; +} + +export class ExampleResult extends Result implements IExampleResult { + resultValues?: { [key: string]: string; } | undefined; + message?: string | undefined; + + constructor(data?: IExampleResult) { + super(data); + this._discriminator = "ExampleResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["ResultValues"]) { + this.resultValues = {}; + for (let key in data["ResultValues"]) { + if (data["ResultValues"].hasOwnProperty(key)) + this.resultValues[key] = data["ResultValues"][key]; + } + } + this.message = data["Message"]; + } + } + + static fromJS(data: any): ExampleResult { + data = typeof data === 'object' ? data : {}; + let result = new ExampleResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.resultValues) { + data["ResultValues"] = {}; + for (let key in this.resultValues) { + if (this.resultValues.hasOwnProperty(key)) + data["ResultValues"][key] = this.resultValues[key]; + } + } + data["Message"] = this.message; + super.toJSON(data); + return data; + } +} + +export interface IExampleResult extends IResult { + resultValues?: { [key: string]: string; } | undefined; + message?: string | undefined; +} + +export class NewModelOperationResult extends ModelOperationResult implements INewModelOperationResult { + + constructor(data?: INewModelOperationResult) { + super(data); + this._discriminator = "NewModelOperationResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): NewModelOperationResult { + data = typeof data === 'object' ? data : {}; + let result = new NewModelOperationResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface INewModelOperationResult extends IModelOperationResult { +} + +export class AddComparisonResult extends ModelOperationResult implements IAddComparisonResult { + comparisonId?: ComparisonId | undefined; + + constructor(data?: IAddComparisonResult) { + super(data); + this._discriminator = "AddComparisonResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.comparisonId = data["ComparisonId"] ? ComparisonId.fromJS(data["ComparisonId"]) : undefined; + } + } + + static fromJS(data: any): AddComparisonResult { + data = typeof data === 'object' ? data : {}; + let result = new AddComparisonResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["ComparisonId"] = this.comparisonId ? this.comparisonId.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface IAddComparisonResult extends IModelOperationResult { + comparisonId?: ComparisonId | undefined; +} + +export class GetModelStateResult extends ModelOperationResult implements IGetModelStateResult { + decisions?: Decision[] | undefined; + startingWealth?: number | undefined; + currentWealth?: number | undefined; + + constructor(data?: IGetModelStateResult) { + super(data); + this._discriminator = "GetModelStateResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Decisions"] && data["Decisions"].constructor === Array) { + this.decisions = []; + for (let item of data["Decisions"]) + this.decisions.push(Decision.fromJS(item)); + } + this.startingWealth = data["StartingWealth"]; + this.currentWealth = data["CurrentWealth"]; + } + } + + static fromJS(data: any): GetModelStateResult { + data = typeof data === 'object' ? data : {}; + let result = new GetModelStateResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.decisions && this.decisions.constructor === Array) { + data["Decisions"] = []; + for (let item of this.decisions) + data["Decisions"].push(item.toJSON()); + } + data["StartingWealth"] = this.startingWealth; + data["CurrentWealth"] = this.currentWealth; + super.toJSON(data); + return data; + } +} + +export interface IGetModelStateResult extends IModelOperationResult { + decisions?: Decision[] | undefined; + startingWealth?: number | undefined; + currentWealth?: number | undefined; +} + +export class AggregateKey implements IAggregateKey { + aggregateParameterIndex?: number | undefined; + brushIndex?: number | undefined; + + constructor(data?: IAggregateKey) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.aggregateParameterIndex = data["AggregateParameterIndex"]; + this.brushIndex = data["BrushIndex"]; + } + } + + static fromJS(data: any): AggregateKey { + data = typeof data === 'object' ? data : {}; + let result = new AggregateKey(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["AggregateParameterIndex"] = this.aggregateParameterIndex; + data["BrushIndex"] = this.brushIndex; + return data; + } +} + +export interface IAggregateKey { + aggregateParameterIndex?: number | undefined; + brushIndex?: number | undefined; +} + +export abstract class IResult implements IIResult { + + constructor(data?: IIResult) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): IResult { + data = typeof data === 'object' ? data : {}; + throw new Error("The abstract class 'IResult' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + return data; + } +} + +export interface IIResult { +} + +export class DataArgument extends PrimitiveStepArgument implements IDataArgument { + data?: string | undefined; + + constructor(data?: IDataArgument) { + super(data); + this._discriminator = "DataArgument"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.data = data["Data"]; + } + } + + static fromJS(data: any): DataArgument { + data = typeof data === 'object' ? data : {}; + let result = new DataArgument(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Data"] = this.data; + super.toJSON(data); + return data; + } +} + +export interface IDataArgument extends IPrimitiveStepArgument { + data?: string | undefined; +} + +export class ListValue extends Value implements IListValue { + items?: Value[] | undefined; + + constructor(data?: IListValue) { + super(data); + this._discriminator = "ListValue"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Items"] && data["Items"].constructor === Array) { + this.items = []; + for (let item of data["Items"]) + this.items.push(Value.fromJS(item)); + } + } + } + + static fromJS(data: any): ListValue { + data = typeof data === 'object' ? data : {}; + let result = new ListValue(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.items && this.items.constructor === Array) { + data["Items"] = []; + for (let item of this.items) + data["Items"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IListValue extends IValue { + items?: Value[] | undefined; +} + +export class Metrics implements IMetrics { + averageAccuracy?: number | undefined; + averageRSquared?: number | undefined; + f1Macro?: number | undefined; + + constructor(data?: IMetrics) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.averageAccuracy = data["AverageAccuracy"]; + this.averageRSquared = data["AverageRSquared"]; + this.f1Macro = data["F1Macro"]; + } + } + + static fromJS(data: any): Metrics { + data = typeof data === 'object' ? data : {}; + let result = new Metrics(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["AverageAccuracy"] = this.averageAccuracy; + data["AverageRSquared"] = this.averageRSquared; + data["F1Macro"] = this.f1Macro; + return data; + } +} + +export interface IMetrics { + averageAccuracy?: number | undefined; + averageRSquared?: number | undefined; + f1Macro?: number | undefined; +} + +export class FeatureImportanceOperationParameters extends DistOperationParameters implements IFeatureImportanceOperationParameters { + solutionId?: string | undefined; + + constructor(data?: IFeatureImportanceOperationParameters) { + super(data); + this._discriminator = "FeatureImportanceOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.solutionId = data["SolutionId"]; + } + } + + static fromJS(data: any): FeatureImportanceOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new FeatureImportanceOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SolutionId"] = this.solutionId; + super.toJSON(data); + return data; + } +} + +export interface IFeatureImportanceOperationParameters extends IDistOperationParameters { + solutionId?: string | undefined; +} + +export class FeatureImportanceResult extends Result implements IFeatureImportanceResult { + featureImportances?: { [key: string]: TupleOfDoubleAndDouble; } | undefined; + + constructor(data?: IFeatureImportanceResult) { + super(data); + this._discriminator = "FeatureImportanceResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["FeatureImportances"]) { + this.featureImportances = {}; + for (let key in data["FeatureImportances"]) { + if (data["FeatureImportances"].hasOwnProperty(key)) + this.featureImportances[key] = data["FeatureImportances"][key] ? TupleOfDoubleAndDouble.fromJS(data["FeatureImportances"][key]) : new TupleOfDoubleAndDouble(); + } + } + } + } + + static fromJS(data: any): FeatureImportanceResult { + data = typeof data === 'object' ? data : {}; + let result = new FeatureImportanceResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.featureImportances) { + data["FeatureImportances"] = {}; + for (let key in this.featureImportances) { + if (this.featureImportances.hasOwnProperty(key)) + data["FeatureImportances"][key] = this.featureImportances[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IFeatureImportanceResult extends IResult { + featureImportances?: { [key: string]: TupleOfDoubleAndDouble; } | undefined; +} + +export class TupleOfDoubleAndDouble implements ITupleOfDoubleAndDouble { + item1?: number | undefined; + item2?: number | undefined; + + constructor(data?: ITupleOfDoubleAndDouble) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.item1 = data["Item1"]; + this.item2 = data["Item2"]; + } + } + + static fromJS(data: any): TupleOfDoubleAndDouble { + data = typeof data === 'object' ? data : {}; + let result = new TupleOfDoubleAndDouble(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Item1"] = this.item1; + data["Item2"] = this.item2; + return data; + } +} + +export interface ITupleOfDoubleAndDouble { + item1?: number | undefined; + item2?: number | undefined; +} + +export class PrimitiveStepDescription extends StepDescription implements IPrimitiveStepDescription { + hyperparams?: { [key: string]: Value; } | undefined; + + constructor(data?: IPrimitiveStepDescription) { + super(data); + this._discriminator = "PrimitiveStepDescription"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Hyperparams"]) { + this.hyperparams = {}; + for (let key in data["Hyperparams"]) { + if (data["Hyperparams"].hasOwnProperty(key)) + this.hyperparams[key] = data["Hyperparams"][key] ? Value.fromJS(data["Hyperparams"][key]) : undefined; + } + } + } + } + + static fromJS(data: any): PrimitiveStepDescription { + data = typeof data === 'object' ? data : {}; + let result = new PrimitiveStepDescription(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.hyperparams) { + data["Hyperparams"] = {}; + for (let key in this.hyperparams) { + if (this.hyperparams.hasOwnProperty(key)) + data["Hyperparams"][key] = this.hyperparams[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IPrimitiveStepDescription extends IStepDescription { + hyperparams?: { [key: string]: Value; } | undefined; +} + +export enum ValueType { + VALUE_TYPE_UNDEFINED = 0, + RAW = 1, + DATASET_URI = 2, + CSV_URI = 3, + PICKLE_URI = 4, + PICKLE_BLOB = 5, + PLASMA_ID = 6, +} + +export class DatamartSearchParameters implements IDatamartSearchParameters { + adapterName?: string | undefined; + queryJson?: string | undefined; + + constructor(data?: IDatamartSearchParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.adapterName = data["AdapterName"]; + this.queryJson = data["QueryJson"]; + } + } + + static fromJS(data: any): DatamartSearchParameters { + data = typeof data === 'object' ? data : {}; + let result = new DatamartSearchParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["AdapterName"] = this.adapterName; + data["QueryJson"] = this.queryJson; + return data; + } +} + +export interface IDatamartSearchParameters { + adapterName?: string | undefined; + queryJson?: string | undefined; +} + +export class DatamartAugmentParameters implements IDatamartAugmentParameters { + adapterName?: string | undefined; + augmentationJson?: string | undefined; + numberOfSamples?: number | undefined; + augmentedAdapterName?: string | undefined; + + constructor(data?: IDatamartAugmentParameters) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.adapterName = data["AdapterName"]; + this.augmentationJson = data["AugmentationJson"]; + this.numberOfSamples = data["NumberOfSamples"]; + this.augmentedAdapterName = data["AugmentedAdapterName"]; + } + } + + static fromJS(data: any): DatamartAugmentParameters { + data = typeof data === 'object' ? data : {}; + let result = new DatamartAugmentParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["AdapterName"] = this.adapterName; + data["AugmentationJson"] = this.augmentationJson; + data["NumberOfSamples"] = this.numberOfSamples; + data["AugmentedAdapterName"] = this.augmentedAdapterName; + return data; + } +} + +export interface IDatamartAugmentParameters { + adapterName?: string | undefined; + augmentationJson?: string | undefined; + numberOfSamples?: number | undefined; + augmentedAdapterName?: string | undefined; +} + +export class RawDataResult extends DistResult implements IRawDataResult { + samples?: { [key: string]: any[]; } | undefined; + weightedWords?: { [key: string]: Word[]; } | undefined; + + constructor(data?: IRawDataResult) { + super(data); + this._discriminator = "RawDataResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Samples"]) { + this.samples = {}; + for (let key in data["Samples"]) { + if (data["Samples"].hasOwnProperty(key)) + this.samples[key] = data["Samples"][key] !== undefined ? data["Samples"][key] : []; + } + } + if (data["WeightedWords"]) { + this.weightedWords = {}; + for (let key in data["WeightedWords"]) { + if (data["WeightedWords"].hasOwnProperty(key)) + this.weightedWords[key] = data["WeightedWords"][key] ? data["WeightedWords"][key].map((i: any) => Word.fromJS(i)) : []; + } + } + } + } + + static fromJS(data: any): RawDataResult { + data = typeof data === 'object' ? data : {}; + let result = new RawDataResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.samples) { + data["Samples"] = {}; + for (let key in this.samples) { + if (this.samples.hasOwnProperty(key)) + data["Samples"][key] = this.samples[key]; + } + } + if (this.weightedWords) { + data["WeightedWords"] = {}; + for (let key in this.weightedWords) { + if (this.weightedWords.hasOwnProperty(key)) + data["WeightedWords"][key] = this.weightedWords[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IRawDataResult extends IDistResult { + samples?: { [key: string]: any[]; } | undefined; + weightedWords?: { [key: string]: Word[]; } | undefined; +} + +export class Word implements IWord { + text?: string | undefined; + occurrences?: number | undefined; + stem?: string | undefined; + isWordGroup?: boolean | undefined; + + constructor(data?: IWord) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.text = data["Text"]; + this.occurrences = data["Occurrences"]; + this.stem = data["Stem"]; + this.isWordGroup = data["IsWordGroup"]; + } + } + + static fromJS(data: any): Word { + data = typeof data === 'object' ? data : {}; + let result = new Word(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Text"] = this.text; + data["Occurrences"] = this.occurrences; + data["Stem"] = this.stem; + data["IsWordGroup"] = this.isWordGroup; + return data; + } +} + +export interface IWord { + text?: string | undefined; + occurrences?: number | undefined; + stem?: string | undefined; + isWordGroup?: boolean | undefined; +} + +export class SampleOperationParameters extends DistOperationParameters implements ISampleOperationParameters { + numSamples?: number | undefined; + attributeParameters?: AttributeParameters[] | undefined; + brushes?: string[] | undefined; + + constructor(data?: ISampleOperationParameters) { + super(data); + this._discriminator = "SampleOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.numSamples = data["NumSamples"]; + if (data["AttributeParameters"] && data["AttributeParameters"].constructor === Array) { + this.attributeParameters = []; + for (let item of data["AttributeParameters"]) + this.attributeParameters.push(AttributeParameters.fromJS(item)); + } + if (data["Brushes"] && data["Brushes"].constructor === Array) { + this.brushes = []; + for (let item of data["Brushes"]) + this.brushes.push(item); + } + } + } + + static fromJS(data: any): SampleOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new SampleOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["NumSamples"] = this.numSamples; + if (this.attributeParameters && this.attributeParameters.constructor === Array) { + data["AttributeParameters"] = []; + for (let item of this.attributeParameters) + data["AttributeParameters"].push(item.toJSON()); + } + if (this.brushes && this.brushes.constructor === Array) { + data["Brushes"] = []; + for (let item of this.brushes) + data["Brushes"].push(item); + } + super.toJSON(data); + return data; + } +} + +export interface ISampleOperationParameters extends IDistOperationParameters { + numSamples?: number | undefined; + attributeParameters?: AttributeParameters[] | undefined; + brushes?: string[] | undefined; +} + +export class SampleResult extends DistResult implements ISampleResult { + samples?: { [key: string]: { [key: string]: number; }; } | undefined; + isTruncated?: boolean | undefined; + + constructor(data?: ISampleResult) { + super(data); + this._discriminator = "SampleResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Samples"]) { + this.samples = {}; + for (let key in data["Samples"]) { + if (data["Samples"].hasOwnProperty(key)) + this.samples[key] = data["Samples"][key] !== undefined ? data["Samples"][key] : {}; + } + } + this.isTruncated = data["IsTruncated"]; + } + } + + static fromJS(data: any): SampleResult { + data = typeof data === 'object' ? data : {}; + let result = new SampleResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.samples) { + data["Samples"] = {}; + for (let key in this.samples) { + if (this.samples.hasOwnProperty(key)) + data["Samples"][key] = this.samples[key]; + } + } + data["IsTruncated"] = this.isTruncated; + super.toJSON(data); + return data; + } +} + +export interface ISampleResult extends IDistResult { + samples?: { [key: string]: { [key: string]: number; }; } | undefined; + isTruncated?: boolean | undefined; +} + +export class ResultParameters extends UniqueJson implements IResultParameters { + operationReference?: IOperationReference | undefined; + stopOperation?: boolean | undefined; + + protected _discriminator: string; + + constructor(data?: IResultParameters) { + super(data); + this._discriminator = "ResultParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.operationReference = data["OperationReference"] ? IOperationReference.fromJS(data["OperationReference"]) : undefined; + this.stopOperation = data["StopOperation"]; + } + } + + static fromJS(data: any): ResultParameters { + data = typeof data === 'object' ? data : {}; + if (data["discriminator"] === "RecommenderResultParameters") { + let result = new RecommenderResultParameters(); + result.init(data); + return result; + } + let result = new ResultParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["discriminator"] = this._discriminator; + data["OperationReference"] = this.operationReference ? this.operationReference.toJSON() : undefined; + data["StopOperation"] = this.stopOperation; + super.toJSON(data); + return data; + } +} + +export interface IResultParameters extends IUniqueJson { + operationReference?: IOperationReference | undefined; + stopOperation?: boolean | undefined; +} + +export class RecommenderResultParameters extends ResultParameters implements IRecommenderResultParameters { + from?: number | undefined; + to?: number | undefined; + pValueSorting?: Sorting | undefined; + effectSizeFilter?: EffectSize | undefined; + + constructor(data?: IRecommenderResultParameters) { + super(data); + this._discriminator = "RecommenderResultParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.from = data["From"]; + this.to = data["To"]; + this.pValueSorting = data["PValueSorting"]; + this.effectSizeFilter = data["EffectSizeFilter"]; + } + } + + static fromJS(data: any): RecommenderResultParameters { + data = typeof data === 'object' ? data : {}; + let result = new RecommenderResultParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["From"] = this.from; + data["To"] = this.to; + data["PValueSorting"] = this.pValueSorting; + data["EffectSizeFilter"] = this.effectSizeFilter; + super.toJSON(data); + return data; + } +} + +export interface IRecommenderResultParameters extends IResultParameters { + from?: number | undefined; + to?: number | undefined; + pValueSorting?: Sorting | undefined; + effectSizeFilter?: EffectSize | undefined; +} + +export enum Sorting { + Ascending = "Ascending", + Descending = "Descending", +} + +export class AddComparisonParameters extends ModelOperationParameters implements IAddComparisonParameters { + modelId?: ModelId | undefined; + comparisonOrder?: number | undefined; + childOperationParameters?: OperationParameters[] | undefined; + isCachable?: boolean | undefined; + + constructor(data?: IAddComparisonParameters) { + super(data); + this._discriminator = "AddComparisonParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.modelId = data["ModelId"] ? ModelId.fromJS(data["ModelId"]) : undefined; + this.comparisonOrder = data["ComparisonOrder"]; + if (data["ChildOperationParameters"] && data["ChildOperationParameters"].constructor === Array) { + this.childOperationParameters = []; + for (let item of data["ChildOperationParameters"]) + this.childOperationParameters.push(OperationParameters.fromJS(item)); + } + this.isCachable = data["IsCachable"]; + } + } + + static fromJS(data: any): AddComparisonParameters { + data = typeof data === 'object' ? data : {}; + let result = new AddComparisonParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["ModelId"] = this.modelId ? this.modelId.toJSON() : undefined; + data["ComparisonOrder"] = this.comparisonOrder; + if (this.childOperationParameters && this.childOperationParameters.constructor === Array) { + data["ChildOperationParameters"] = []; + for (let item of this.childOperationParameters) + data["ChildOperationParameters"].push(item.toJSON()); + } + data["IsCachable"] = this.isCachable; + super.toJSON(data); + return data; + } +} + +export interface IAddComparisonParameters extends IModelOperationParameters { + modelId?: ModelId | undefined; + comparisonOrder?: number | undefined; + childOperationParameters?: OperationParameters[] | undefined; + isCachable?: boolean | undefined; +} + +export class CDFResult extends DistResult implements ICDFResult { + cDF?: { [key: string]: number; } | undefined; + + constructor(data?: ICDFResult) { + super(data); + this._discriminator = "CDFResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["CDF"]) { + this.cDF = {}; + for (let key in data["CDF"]) { + if (data["CDF"].hasOwnProperty(key)) + this.cDF[key] = data["CDF"][key]; + } + } + } + } + + static fromJS(data: any): CDFResult { + data = typeof data === 'object' ? data : {}; + let result = new CDFResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.cDF) { + data["CDF"] = {}; + for (let key in this.cDF) { + if (this.cDF.hasOwnProperty(key)) + data["CDF"][key] = this.cDF[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface ICDFResult extends IDistResult { + cDF?: { [key: string]: number; } | undefined; +} + +export class ChiSquaredTestResult extends HypothesisTestResult implements IChiSquaredTestResult { + hs_aligned?: TupleOfDoubleAndDouble[] | undefined; + + constructor(data?: IChiSquaredTestResult) { + super(data); + this._discriminator = "ChiSquaredTestResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["hs_aligned"] && data["hs_aligned"].constructor === Array) { + this.hs_aligned = []; + for (let item of data["hs_aligned"]) + this.hs_aligned.push(TupleOfDoubleAndDouble.fromJS(item)); + } + } + } + + static fromJS(data: any): ChiSquaredTestResult { + data = typeof data === 'object' ? data : {}; + let result = new ChiSquaredTestResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.hs_aligned && this.hs_aligned.constructor === Array) { + data["hs_aligned"] = []; + for (let item of this.hs_aligned) + data["hs_aligned"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IChiSquaredTestResult extends IHypothesisTestResult { + hs_aligned?: TupleOfDoubleAndDouble[] | undefined; +} + +export class CorrelationTestResult extends HypothesisTestResult implements ICorrelationTestResult { + degreeOfFreedom?: number | undefined; + sampleCorrelationCoefficient?: number | undefined; + distResult?: EmpiricalDistResult | undefined; + + constructor(data?: ICorrelationTestResult) { + super(data); + this._discriminator = "CorrelationTestResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.degreeOfFreedom = data["DegreeOfFreedom"]; + this.sampleCorrelationCoefficient = data["SampleCorrelationCoefficient"]; + this.distResult = data["DistResult"] ? EmpiricalDistResult.fromJS(data["DistResult"]) : undefined; + } + } + + static fromJS(data: any): CorrelationTestResult { + data = typeof data === 'object' ? data : {}; + let result = new CorrelationTestResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["DegreeOfFreedom"] = this.degreeOfFreedom; + data["SampleCorrelationCoefficient"] = this.sampleCorrelationCoefficient; + data["DistResult"] = this.distResult ? this.distResult.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface ICorrelationTestResult extends IHypothesisTestResult { + degreeOfFreedom?: number | undefined; + sampleCorrelationCoefficient?: number | undefined; + distResult?: EmpiricalDistResult | undefined; +} + +export class EmpiricalDistResult extends DistResult implements IEmpiricalDistResult { + marginals?: AttributeParameters[] | undefined; + marginalDistParameters?: { [key: string]: DistParameter; } | undefined; + jointDistParameter?: JointDistParameter | undefined; + + constructor(data?: IEmpiricalDistResult) { + super(data); + this._discriminator = "EmpiricalDistResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["Marginals"] && data["Marginals"].constructor === Array) { + this.marginals = []; + for (let item of data["Marginals"]) + this.marginals.push(AttributeParameters.fromJS(item)); + } + if (data["MarginalDistParameters"]) { + this.marginalDistParameters = {}; + for (let key in data["MarginalDistParameters"]) { + if (data["MarginalDistParameters"].hasOwnProperty(key)) + this.marginalDistParameters[key] = data["MarginalDistParameters"][key] ? DistParameter.fromJS(data["MarginalDistParameters"][key]) : new DistParameter(); + } + } + this.jointDistParameter = data["JointDistParameter"] ? JointDistParameter.fromJS(data["JointDistParameter"]) : undefined; + } + } + + static fromJS(data: any): EmpiricalDistResult { + data = typeof data === 'object' ? data : {}; + let result = new EmpiricalDistResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.marginals && this.marginals.constructor === Array) { + data["Marginals"] = []; + for (let item of this.marginals) + data["Marginals"].push(item.toJSON()); + } + if (this.marginalDistParameters) { + data["MarginalDistParameters"] = {}; + for (let key in this.marginalDistParameters) { + if (this.marginalDistParameters.hasOwnProperty(key)) + data["MarginalDistParameters"][key] = this.marginalDistParameters[key]; + } + } + data["JointDistParameter"] = this.jointDistParameter ? this.jointDistParameter.toJSON() : undefined; + super.toJSON(data); + return data; + } +} + +export interface IEmpiricalDistResult extends IDistResult { + marginals?: AttributeParameters[] | undefined; + marginalDistParameters?: { [key: string]: DistParameter; } | undefined; + jointDistParameter?: JointDistParameter | undefined; +} + +export class DistParameter implements IDistParameter { + mean?: number | undefined; + moment2?: number | undefined; + variance?: number | undefined; + varianceEstimate?: number | undefined; + min?: number | undefined; + max?: number | undefined; + + constructor(data?: IDistParameter) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.mean = data["Mean"]; + this.moment2 = data["Moment2"]; + this.variance = data["Variance"]; + this.varianceEstimate = data["VarianceEstimate"]; + this.min = data["Min"]; + this.max = data["Max"]; + } + } + + static fromJS(data: any): DistParameter { + data = typeof data === 'object' ? data : {}; + let result = new DistParameter(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Mean"] = this.mean; + data["Moment2"] = this.moment2; + data["Variance"] = this.variance; + data["VarianceEstimate"] = this.varianceEstimate; + data["Min"] = this.min; + data["Max"] = this.max; + return data; + } +} + +export interface IDistParameter { + mean?: number | undefined; + moment2?: number | undefined; + variance?: number | undefined; + varianceEstimate?: number | undefined; + min?: number | undefined; + max?: number | undefined; +} + +export class JointDistParameter implements IJointDistParameter { + jointDist?: DistParameter | undefined; + covariance?: number | undefined; + + constructor(data?: IJointDistParameter) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.jointDist = data["JointDist"] ? DistParameter.fromJS(data["JointDist"]) : undefined; + this.covariance = data["Covariance"]; + } + } + + static fromJS(data: any): JointDistParameter { + data = typeof data === 'object' ? data : {}; + let result = new JointDistParameter(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["JointDist"] = this.jointDist ? this.jointDist.toJSON() : undefined; + data["Covariance"] = this.covariance; + return data; + } +} + +export interface IJointDistParameter { + jointDist?: DistParameter | undefined; + covariance?: number | undefined; +} + +export enum DistributionType { + Continuous = 0, + Discrete = 1, +} + +export abstract class DistributionTypeExtension implements IDistributionTypeExtension { + + constructor(data?: IDistributionTypeExtension) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): DistributionTypeExtension { + data = typeof data === 'object' ? data : {}; + throw new Error("The abstract class 'DistributionTypeExtension' cannot be instantiated."); + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + return data; + } +} + +export interface IDistributionTypeExtension { +} + +export class GetModelStateParameters extends ModelOperationParameters implements IGetModelStateParameters { + modelId?: ModelId | undefined; + comparisonIds?: ComparisonId[] | undefined; + riskControlType?: RiskControlType | undefined; + + constructor(data?: IGetModelStateParameters) { + super(data); + this._discriminator = "GetModelStateParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.modelId = data["ModelId"] ? ModelId.fromJS(data["ModelId"]) : undefined; + if (data["ComparisonIds"] && data["ComparisonIds"].constructor === Array) { + this.comparisonIds = []; + for (let item of data["ComparisonIds"]) + this.comparisonIds.push(ComparisonId.fromJS(item)); + } + this.riskControlType = data["RiskControlType"]; + } + } + + static fromJS(data: any): GetModelStateParameters { + data = typeof data === 'object' ? data : {}; + let result = new GetModelStateParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["ModelId"] = this.modelId ? this.modelId.toJSON() : undefined; + if (this.comparisonIds && this.comparisonIds.constructor === Array) { + data["ComparisonIds"] = []; + for (let item of this.comparisonIds) + data["ComparisonIds"].push(item.toJSON()); + } + data["RiskControlType"] = this.riskControlType; + super.toJSON(data); + return data; + } +} + +export interface IGetModelStateParameters extends IModelOperationParameters { + modelId?: ModelId | undefined; + comparisonIds?: ComparisonId[] | undefined; + riskControlType?: RiskControlType | undefined; +} + +export class KSTestResult extends HypothesisTestResult implements IKSTestResult { + + constructor(data?: IKSTestResult) { + super(data); + this._discriminator = "KSTestResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + } + } + + static fromJS(data: any): KSTestResult { + data = typeof data === 'object' ? data : {}; + let result = new KSTestResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + super.toJSON(data); + return data; + } +} + +export interface IKSTestResult extends IHypothesisTestResult { +} + +export class ModelWealthParameters extends UniqueJson implements IModelWealthParameters { + modelId?: ModelId | undefined; + riskControlType?: RiskControlType | undefined; + + constructor(data?: IModelWealthParameters) { + super(data); + } + + init(data?: any) { + super.init(data); + if (data) { + this.modelId = data["ModelId"] ? ModelId.fromJS(data["ModelId"]) : undefined; + this.riskControlType = data["RiskControlType"]; + } + } + + static fromJS(data: any): ModelWealthParameters { + data = typeof data === 'object' ? data : {}; + let result = new ModelWealthParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["ModelId"] = this.modelId ? this.modelId.toJSON() : undefined; + data["RiskControlType"] = this.riskControlType; + super.toJSON(data); + return data; + } +} + +export interface IModelWealthParameters extends IUniqueJson { + modelId?: ModelId | undefined; + riskControlType?: RiskControlType | undefined; +} + +export class RootMeanSquareTestResult extends HypothesisTestResult implements IRootMeanSquareTestResult { + simulationCount?: number | undefined; + extremeSimulationCount?: number | undefined; + + constructor(data?: IRootMeanSquareTestResult) { + super(data); + this._discriminator = "RootMeanSquareTestResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.simulationCount = data["SimulationCount"]; + this.extremeSimulationCount = data["ExtremeSimulationCount"]; + } + } + + static fromJS(data: any): RootMeanSquareTestResult { + data = typeof data === 'object' ? data : {}; + let result = new RootMeanSquareTestResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["SimulationCount"] = this.simulationCount; + data["ExtremeSimulationCount"] = this.extremeSimulationCount; + super.toJSON(data); + return data; + } +} + +export interface IRootMeanSquareTestResult extends IHypothesisTestResult { + simulationCount?: number | undefined; + extremeSimulationCount?: number | undefined; +} + +export class TTestResult extends HypothesisTestResult implements ITTestResult { + degreeOfFreedom?: number | undefined; + distResults?: EmpiricalDistResult[] | undefined; + + constructor(data?: ITTestResult) { + super(data); + this._discriminator = "TTestResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.degreeOfFreedom = data["DegreeOfFreedom"]; + if (data["DistResults"] && data["DistResults"].constructor === Array) { + this.distResults = []; + for (let item of data["DistResults"]) + this.distResults.push(EmpiricalDistResult.fromJS(item)); + } + } + } + + static fromJS(data: any): TTestResult { + data = typeof data === 'object' ? data : {}; + let result = new TTestResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["DegreeOfFreedom"] = this.degreeOfFreedom; + if (this.distResults && this.distResults.constructor === Array) { + data["DistResults"] = []; + for (let item of this.distResults) + data["DistResults"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface ITTestResult extends IHypothesisTestResult { + degreeOfFreedom?: number | undefined; + distResults?: EmpiricalDistResult[] | undefined; +} + +export enum Sorting2 { + Ascending = 0, + Descending = 1, +} + +export class BinLabel implements IBinLabel { + value?: number | undefined; + minValue?: number | undefined; + maxValue?: number | undefined; + label?: string | undefined; + + constructor(data?: IBinLabel) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.value = data["Value"]; + this.minValue = data["MinValue"]; + this.maxValue = data["MaxValue"]; + this.label = data["Label"]; + } + } + + static fromJS(data: any): BinLabel { + data = typeof data === 'object' ? data : {}; + let result = new BinLabel(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + data["MinValue"] = this.minValue; + data["MaxValue"] = this.maxValue; + data["Label"] = this.label; + return data; + } +} + +export interface IBinLabel { + value?: number | undefined; + minValue?: number | undefined; + maxValue?: number | undefined; + label?: string | undefined; +} + +export class PreProcessedString implements IPreProcessedString { + value?: string | undefined; + id?: number | undefined; + stringLookup?: { [key: string]: number; } | undefined; + indexLookup?: { [key: string]: string; } | undefined; + + constructor(data?: IPreProcessedString) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.value = data["Value"]; + this.id = data["Id"]; + if (data["StringLookup"]) { + this.stringLookup = {}; + for (let key in data["StringLookup"]) { + if (data["StringLookup"].hasOwnProperty(key)) + this.stringLookup[key] = data["StringLookup"][key]; + } + } + if (data["IndexLookup"]) { + this.indexLookup = {}; + for (let key in data["IndexLookup"]) { + if (data["IndexLookup"].hasOwnProperty(key)) + this.indexLookup[key] = data["IndexLookup"][key]; + } + } + } + } + + static fromJS(data: any): PreProcessedString { + data = typeof data === 'object' ? data : {}; + let result = new PreProcessedString(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Value"] = this.value; + data["Id"] = this.id; + if (this.stringLookup) { + data["StringLookup"] = {}; + for (let key in this.stringLookup) { + if (this.stringLookup.hasOwnProperty(key)) + data["StringLookup"][key] = this.stringLookup[key]; + } + } + if (this.indexLookup) { + data["IndexLookup"] = {}; + for (let key in this.indexLookup) { + if (this.indexLookup.hasOwnProperty(key)) + data["IndexLookup"][key] = this.indexLookup[key]; + } + } + return data; + } +} + +export interface IPreProcessedString { + value?: string | undefined; + id?: number | undefined; + stringLookup?: { [key: string]: number; } | undefined; + indexLookup?: { [key: string]: string; } | undefined; +} + +export class BitSet implements IBitSet { + length?: number | undefined; + size?: number | undefined; + + constructor(data?: IBitSet) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.length = data["Length"]; + this.size = data["Size"]; + } + } + + static fromJS(data: any): BitSet { + data = typeof data === 'object' ? data : {}; + let result = new BitSet(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Length"] = this.length; + data["Size"] = this.size; + return data; + } +} + +export interface IBitSet { + length?: number | undefined; + size?: number | undefined; +} + +export class DateTimeUtil implements IDateTimeUtil { + + constructor(data?: IDateTimeUtil) { + if (data) { + for (var property in data) { + if (data.hasOwnProperty(property)) + (this)[property] = (data)[property]; + } + } + } + + init(data?: any) { + if (data) { + } + } + + static fromJS(data: any): DateTimeUtil { + data = typeof data === 'object' ? data : {}; + let result = new DateTimeUtil(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + return data; + } +} + +export interface IDateTimeUtil { +} + +export class FrequentItemsetOperationParameters extends DistOperationParameters implements IFrequentItemsetOperationParameters { + filter?: string | undefined; + attributeParameters?: AttributeParameters[] | undefined; + attributeCodeParameters?: AttributeCaclculatedParameters[] | undefined; + + constructor(data?: IFrequentItemsetOperationParameters) { + super(data); + this._discriminator = "FrequentItemsetOperationParameters"; + } + + init(data?: any) { + super.init(data); + if (data) { + this.filter = data["Filter"]; + if (data["AttributeParameters"] && data["AttributeParameters"].constructor === Array) { + this.attributeParameters = []; + for (let item of data["AttributeParameters"]) + this.attributeParameters.push(AttributeParameters.fromJS(item)); + } + if (data["AttributeCodeParameters"] && data["AttributeCodeParameters"].constructor === Array) { + this.attributeCodeParameters = []; + for (let item of data["AttributeCodeParameters"]) + this.attributeCodeParameters.push(AttributeCaclculatedParameters.fromJS(item)); + } + } + } + + static fromJS(data: any): FrequentItemsetOperationParameters { + data = typeof data === 'object' ? data : {}; + let result = new FrequentItemsetOperationParameters(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + data["Filter"] = this.filter; + if (this.attributeParameters && this.attributeParameters.constructor === Array) { + data["AttributeParameters"] = []; + for (let item of this.attributeParameters) + data["AttributeParameters"].push(item.toJSON()); + } + if (this.attributeCodeParameters && this.attributeCodeParameters.constructor === Array) { + data["AttributeCodeParameters"] = []; + for (let item of this.attributeCodeParameters) + data["AttributeCodeParameters"].push(item.toJSON()); + } + super.toJSON(data); + return data; + } +} + +export interface IFrequentItemsetOperationParameters extends IDistOperationParameters { + filter?: string | undefined; + attributeParameters?: AttributeParameters[] | undefined; + attributeCodeParameters?: AttributeCaclculatedParameters[] | undefined; +} + +export class FrequentItemsetResult extends Result implements IFrequentItemsetResult { + frequentItems?: { [key: string]: number; } | undefined; + + constructor(data?: IFrequentItemsetResult) { + super(data); + this._discriminator = "FrequentItemsetResult"; + } + + init(data?: any) { + super.init(data); + if (data) { + if (data["FrequentItems"]) { + this.frequentItems = {}; + for (let key in data["FrequentItems"]) { + if (data["FrequentItems"].hasOwnProperty(key)) + this.frequentItems[key] = data["FrequentItems"][key]; + } + } + } + } + + static fromJS(data: any): FrequentItemsetResult { + data = typeof data === 'object' ? data : {}; + let result = new FrequentItemsetResult(); + result.init(data); + return result; + } + + toJSON(data?: any) { + data = typeof data === 'object' ? data : {}; + if (this.frequentItems) { + data["FrequentItems"] = {}; + for (let key in this.frequentItems) { + if (this.frequentItems.hasOwnProperty(key)) + data["FrequentItems"][key] = this.frequentItems[key]; + } + } + super.toJSON(data); + return data; + } +} + +export interface IFrequentItemsetResult extends IResult { + frequentItems?: { [key: string]: number; } | undefined; +} + -- cgit v1.2.3-70-g09d2 From 0403ee1f31d3f127a44aaabdfd21785d7efa6430 Mon Sep 17 00:00:00 2001 From: Tyler Schicke Date: Fri, 5 Apr 2019 01:17:41 -0400 Subject: Fixed remaining linter warnings --- src/client/northstar/core/BaseObject.ts | 2 +- .../northstar/core/attribute/AttributeModel.ts | 4 +- .../core/attribute/AttributeTransformationModel.ts | 2 +- .../core/attribute/CalculatedAttributeModel.ts | 4 +- src/client/northstar/core/filter/FilterModel.ts | 6 +- .../northstar/core/filter/ValueComparision.ts | 8 +- src/client/northstar/dash-fields/HistogramField.ts | 8 +- .../dash-nodes/HistogramBinPrimitiveCollection.ts | 46 ++++----- src/client/northstar/dash-nodes/HistogramBox.tsx | 12 +-- .../dash-nodes/HistogramBoxPrimitives.tsx | 18 ++-- .../dash-nodes/HistogramLabelPrimitives.tsx | 10 +- src/client/northstar/manager/Gateway.ts | 8 +- src/client/northstar/model/ModelExtensions.ts | 14 +-- src/client/northstar/model/ModelHelpers.ts | 10 +- .../model/binRanges/DateTimeVisualBinRange.ts | 24 ++--- .../northstar/model/binRanges/VisualBinRange.ts | 4 - .../model/binRanges/VisualBinRangeHelper.ts | 7 +- .../northstar/model/idea/MetricTypeMapping.ts | 28 +++--- src/client/northstar/operations/BaseOperation.ts | 8 +- .../northstar/operations/HistogramOperation.ts | 2 +- src/client/northstar/utils/ArrayUtil.ts | 14 +-- src/client/northstar/utils/GeometryUtil.ts | 2 +- src/client/northstar/utils/MathUtil.ts | 12 +-- src/client/northstar/utils/SizeConverter.ts | 4 +- src/client/northstar/utils/Utils.ts | 12 +-- src/client/views/DocumentDecorations.tsx | 4 +- src/client/views/Main.tsx | 4 +- .../views/collections/CollectionBaseView.tsx | 8 +- .../views/collections/CollectionDockingView.tsx | 30 +++--- src/client/views/collections/CollectionPDFView.tsx | 2 +- .../views/collections/CollectionSchemaView.tsx | 2 +- .../views/collections/CollectionVideoView.tsx | 4 +- src/client/views/collections/CollectionView.tsx | 2 +- .../views/collections/CollectionViewBase.tsx | 4 +- .../collectionFreeForm/CollectionFreeFormView.tsx | 4 +- .../collections/collectionFreeForm/MarqueeView.tsx | 12 +-- .../collectionFreeForm/PreviewCursor.tsx | 2 +- src/client/views/nodes/Annotation.tsx | 108 ++++++++++----------- src/client/views/nodes/AudioBox.tsx | 2 +- src/client/views/nodes/DocumentContentsView.tsx | 2 +- src/client/views/nodes/KeyValueBox.tsx | 6 +- src/client/views/nodes/LinkBox.tsx | 2 +- src/client/views/nodes/LinkMenu.tsx | 2 +- src/client/views/nodes/VideoBox.tsx | 2 +- src/client/views/nodes/WebBox.tsx | 2 +- src/fields/AudioField.ts | 2 +- src/fields/BasicField.ts | 2 +- src/fields/ImageField.ts | 2 +- src/fields/ListField.ts | 10 +- src/fields/PDFField.ts | 2 +- src/fields/VideoField.ts | 2 +- src/server/index.ts | 2 +- 52 files changed, 245 insertions(+), 250 deletions(-) (limited to 'src/client/northstar/model/idea') diff --git a/src/client/northstar/core/BaseObject.ts b/src/client/northstar/core/BaseObject.ts index e9e766e31..f1761e643 100644 --- a/src/client/northstar/core/BaseObject.ts +++ b/src/client/northstar/core/BaseObject.ts @@ -4,7 +4,7 @@ import { IDisposable } from '../utils/IDisposable' export class BaseObject implements IEquatable, IDisposable { public Equals(other: Object): boolean { - return this == other; + return this === other; } public Dispose(): void { diff --git a/src/client/northstar/core/attribute/AttributeModel.ts b/src/client/northstar/core/attribute/AttributeModel.ts index 124a5b45a..230bfecc8 100644 --- a/src/client/northstar/core/attribute/AttributeModel.ts +++ b/src/client/northstar/core/attribute/AttributeModel.ts @@ -34,7 +34,7 @@ export class ColumnAttributeModel extends AttributeModel { } public Equals(other: ColumnAttributeModel): boolean { - return this.Attribute.rawName == other.Attribute.rawName; + return this.Attribute.rawName === other.Attribute.rawName; } } @@ -105,7 +105,7 @@ export class BackendAttributeModel extends AttributeModel { } public Equals(other: BackendAttributeModel): boolean { - return this.Id == other.Id; + return this.Id === other.Id; } } \ No newline at end of file diff --git a/src/client/northstar/core/attribute/AttributeTransformationModel.ts b/src/client/northstar/core/attribute/AttributeTransformationModel.ts index cc5aa7154..f50b78d51 100644 --- a/src/client/northstar/core/attribute/AttributeTransformationModel.ts +++ b/src/client/northstar/core/attribute/AttributeTransformationModel.ts @@ -41,7 +41,7 @@ export class AttributeTransformationModel implements IEquatable { } public Equals(other: AttributeTransformationModel): boolean { - return this.AggregateFunction == other.AggregateFunction && + return this.AggregateFunction === other.AggregateFunction && this.AttributeModel.Equals(other.AttributeModel); } } \ No newline at end of file diff --git a/src/client/northstar/core/attribute/CalculatedAttributeModel.ts b/src/client/northstar/core/attribute/CalculatedAttributeModel.ts index ab96c794d..0b8e0d12c 100644 --- a/src/client/northstar/core/attribute/CalculatedAttributeModel.ts +++ b/src/client/northstar/core/attribute/CalculatedAttributeModel.ts @@ -11,7 +11,7 @@ export class CalculatedAttributeManager { public static CreateBackendAttributeModel(id: string, dataType: DataType, displayName: string, codeName: string, visualizationHints: VisualizationHint[]): BackendAttributeModel { var filtered = this.AllCalculatedAttributes.filter(am => { if (am instanceof BackendAttributeModel && - am.Id == id) { + am.Id === id) { return true; } return false; @@ -27,7 +27,7 @@ export class CalculatedAttributeManager { public static CreateCodeAttributeModel(code: string, codeName: string, visualizationHints: VisualizationHint[]): CodeAttributeModel { var filtered = this.AllCalculatedAttributes.filter(am => { if (am instanceof CodeAttributeModel && - am.CodeName == codeName) { + am.CodeName === codeName) { return true; } return false; diff --git a/src/client/northstar/core/filter/FilterModel.ts b/src/client/northstar/core/filter/FilterModel.ts index aee99d2b6..20fca77f5 100644 --- a/src/client/northstar/core/filter/FilterModel.ts +++ b/src/client/northstar/core/filter/FilterModel.ts @@ -46,16 +46,16 @@ export class FilterModel { let filtered = baseOperation.FilterModels.filter(fm => fm && fm.ValueComparisons.length > 0); if (!isFirst && filtered.length > 0) { filterModels.push(...filtered); - ret = "(" + baseOperation.FilterModels.filter(fm => fm != null).map(fm => fm.ToPythonString()).join(" || ") + ")"; + ret = "(" + baseOperation.FilterModels.filter(fm => fm !== null).map(fm => fm.ToPythonString()).join(" || ") + ")"; } if (Utils.isBaseFilterConsumer(baseOperation) && baseOperation.Links) { let children = new Array(); let linkedGraphNodes = baseOperation.Links; linkedGraphNodes.map(linkVm => { let filterDoc = linkVm.Get(KeyStore.LinkedFromDocs); - if (filterDoc && filterDoc != FieldWaiting && filterDoc instanceof Document) { + if (filterDoc && filterDoc !== FieldWaiting && filterDoc instanceof Document) { let filterHistogram = filterDoc.GetT(KeyStore.Data, HistogramField); - if (filterHistogram && filterHistogram != FieldWaiting) { + if (filterHistogram && filterHistogram !== FieldWaiting) { if (!visitedFilterProviders.has(filterHistogram.Data)) { let child = FilterModel.GetFilterModelsRecursive(filterHistogram.Data, visitedFilterProviders, filterModels, false); if (child !== "") { diff --git a/src/client/northstar/core/filter/ValueComparision.ts b/src/client/northstar/core/filter/ValueComparision.ts index 1e729d06e..1a3e461f5 100644 --- a/src/client/northstar/core/filter/ValueComparision.ts +++ b/src/client/northstar/core/filter/ValueComparision.ts @@ -20,7 +20,7 @@ export class ValueComparison { if (this.Predicate !== (other as ValueComparison).Predicate) return false; let isComplex = (typeof this.Value === "object"); - if (!isComplex && this.Value != (other as ValueComparison).Value) + if (!isComplex && this.Value !== (other as ValueComparison).Value) return false; if (isComplex && !this.Value.Equals((other as ValueComparison).Value)) return false; @@ -58,13 +58,13 @@ export class ValueComparison { var rawName = this.attributeModel.CodeName; switch (this.Predicate) { case Predicate.STARTS_WITH: - ret += rawName + " != null && " + rawName + ".StartsWith(" + val + ") "; + ret += rawName + " !== null && " + rawName + ".StartsWith(" + val + ") "; return ret; case Predicate.ENDS_WITH: - ret += rawName + " != null && " + rawName + ".EndsWith(" + val + ") "; + ret += rawName + " !== null && " + rawName + ".EndsWith(" + val + ") "; return ret; case Predicate.CONTAINS: - ret += rawName + " != null && " + rawName + ".Contains(" + val + ") "; + ret += rawName + " !== null && " + rawName + ".Contains(" + val + ") "; return ret; default: ret += rawName + " " + op + " " + val + " "; diff --git a/src/client/northstar/dash-fields/HistogramField.ts b/src/client/northstar/dash-fields/HistogramField.ts index 90be70b80..f939ccd83 100644 --- a/src/client/northstar/dash-fields/HistogramField.ts +++ b/src/client/northstar/dash-fields/HistogramField.ts @@ -16,7 +16,7 @@ export class HistogramField extends BasicField { omitKeys(obj: any, keys: any) { var dup: any = {}; for (var key in obj) { - if (keys.indexOf(key) == -1) { + if (keys.indexOf(key) === -1) { dup[key] = obj[key]; } } @@ -54,13 +54,13 @@ export class HistogramField extends BasicField { let schema = CurrentUserUtils.GetNorthstarSchema(jp.SchemaName); if (schema) { CurrentUserUtils.GetAllNorthstarColumnAttributes(schema).map(attr => { - if (attr.displayName == jp.X.AttributeModel.Attribute.DisplayName) { + if (attr.displayName === jp.X.AttributeModel.Attribute.DisplayName) { X = new AttributeTransformationModel(new ColumnAttributeModel(attr), jp.X.AggregateFunction); } - if (attr.displayName == jp.Y.AttributeModel.Attribute.DisplayName) { + if (attr.displayName === jp.Y.AttributeModel.Attribute.DisplayName) { Y = new AttributeTransformationModel(new ColumnAttributeModel(attr), jp.Y.AggregateFunction); } - if (attr.displayName == jp.V.AttributeModel.Attribute.DisplayName) { + if (attr.displayName === jp.V.AttributeModel.Attribute.DisplayName) { V = new AttributeTransformationModel(new ColumnAttributeModel(attr), jp.V.AggregateFunction); } }); diff --git a/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts b/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts index 43e768c62..cdae90c8b 100644 --- a/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts +++ b/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts @@ -48,28 +48,28 @@ export class HistogramBinPrimitiveCollection { // adjust brush rects (stacking or not) var allBrushIndex = ModelHelpers.AllBrushIndex(this.histoResult); - var filteredBinPrims = this.BinPrimitives.filter(b => b.BrushIndex != allBrushIndex && b.DataValue != 0.0); + var filteredBinPrims = this.BinPrimitives.filter(b => b.BrushIndex !== allBrushIndex && b.DataValue !== 0.0); filteredBinPrims.reduce((sum, fbp) => { - if (histoBox.ChartType == ChartType.VerticalBar) { - if (this.histoOp.Y.AggregateFunction == AggregateFunction.Count) { + if (histoBox.ChartType === ChartType.VerticalBar) { + if (this.histoOp.Y.AggregateFunction === AggregateFunction.Count) { fbp.Rect = new PIXIRectangle(fbp.Rect.x, fbp.Rect.y - sum, fbp.Rect.width, fbp.Rect.height); fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x, fbp.MarginRect.y - sum, fbp.MarginRect.width, fbp.MarginRect.height); return sum + fbp.Rect.height; } - if (this.histoOp.Y.AggregateFunction == AggregateFunction.Avg) { + if (this.histoOp.Y.AggregateFunction === AggregateFunction.Avg) { var w = fbp.Rect.width / 2.0; fbp.Rect = new PIXIRectangle(fbp.Rect.x + sum, fbp.Rect.y, fbp.Rect.width / filteredBinPrims.length, fbp.Rect.height); fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x - w + sum + (fbp.Rect.width / 2.0), fbp.MarginRect.y, fbp.MarginRect.width, fbp.MarginRect.height); return sum + fbp.Rect.width; } } - else if (histoBox.ChartType == ChartType.HorizontalBar) { - if (this.histoOp.X.AggregateFunction == AggregateFunction.Count) { + else if (histoBox.ChartType === ChartType.HorizontalBar) { + if (this.histoOp.X.AggregateFunction === AggregateFunction.Count) { fbp.Rect = new PIXIRectangle(fbp.Rect.x + sum, fbp.Rect.y, fbp.Rect.width, fbp.Rect.height); fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x + sum, fbp.MarginRect.y, fbp.MarginRect.width, fbp.MarginRect.height); return sum + fbp.Rect.width; } - if (this.histoOp.X.AggregateFunction == AggregateFunction.Avg) { + if (this.histoOp.X.AggregateFunction === AggregateFunction.Avg) { var h = fbp.Rect.height / 2.0; fbp.Rect = new PIXIRectangle(fbp.Rect.x, fbp.Rect.y + sum, fbp.Rect.width, fbp.Rect.height / filteredBinPrims.length); fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x, fbp.MarginRect.y - h + sum + (fbp.Rect.height / 2.0), fbp.MarginRect.width, fbp.MarginRect.height); @@ -79,19 +79,19 @@ export class HistogramBinPrimitiveCollection { return 0; }, 0); this.BinPrimitives = this.BinPrimitives.reverse(); - var f = this.BinPrimitives.filter(b => b.BrushIndex == allBrushIndex); + var f = this.BinPrimitives.filter(b => b.BrushIndex === allBrushIndex); this.HitGeom = f.length > 0 ? f[0].Rect : PIXIRectangle.EMPTY; } private setupBrushing(bin: Bin, normalization: number) { var overlapBrushIndex = ModelHelpers.OverlapBrushIndex(this.histoResult); var orderedBrushes = [this.histoResult.brushes![0], this.histoResult.brushes![overlapBrushIndex]]; - this.histoResult.brushes!.map(brush => brush.brushIndex != 0 && brush.brushIndex != overlapBrushIndex && orderedBrushes.push(brush)); + this.histoResult.brushes!.map(brush => brush.brushIndex !== 0 && brush.brushIndex !== overlapBrushIndex && orderedBrushes.push(brush)); return { orderedBrushes, maxAxis: orderedBrushes.reduce((prev, Brush) => { let aggResult = this.getBinValue(normalization, bin, Brush.brushIndex!); - return aggResult != undefined && aggResult > prev ? aggResult : prev; + return aggResult !== undefined && aggResult > prev ? aggResult : prev; }, Number.MIN_VALUE) }; } @@ -99,7 +99,7 @@ export class HistogramBinPrimitiveCollection { private createHeatmapBinPrimitives(bin: Bin, brush: Brush, brushFactorSum: number): number { let unNormalizedValue = this.getBinValue(2, bin, brush.brushIndex!); - if (unNormalizedValue == undefined) + if (unNormalizedValue === undefined) return brushFactorSum; var normalizedValue = (unNormalizedValue - this._histoBox.ValueRange[0]) / (Math.abs((this._histoBox.ValueRange[1] - this._histoBox.ValueRange[0])) < HistogramBinPrimitiveCollection.TOLERANCE ? @@ -112,7 +112,7 @@ export class HistogramBinPrimitiveCollection { let [yFrom, yTo] = this.sizeConverter.DataToScreenYAxisRange(this._histoBox.VisualBinRanges, 1, bin); var returnBrushFactorSum = brushFactorSum; - if (allUnNormalizedValue != undefined) { + if (allUnNormalizedValue !== undefined) { var brushFactor = (unNormalizedValue / allUnNormalizedValue); returnBrushFactorSum += brushFactor; returnBrushFactorSum = Math.min(returnBrushFactorSum, 1.0); @@ -141,11 +141,11 @@ export class HistogramBinPrimitiveCollection { private createSinglePointChartBinPrimitives(bin: Bin, brush: Brush): number { let unNormalizedValue = this.getBinValue(2, bin, brush.brushIndex!); - if (unNormalizedValue != undefined) { + if (unNormalizedValue !== undefined) { let [xFrom, xTo] = this.sizeConverter.DataToScreenPointRange(0, bin, ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, this.histoOp.X, this.histoResult, brush.brushIndex!)); let [yFrom, yTo] = this.sizeConverter.DataToScreenPointRange(1, bin, ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, this.histoOp.Y, this.histoResult, brush.brushIndex!)); - if (xFrom != undefined && yFrom != undefined && xTo != undefined && yTo != undefined) + if (xFrom !== undefined && yFrom !== undefined && xTo !== undefined && yTo !== undefined) this.createBinPrimitive(-1, brush, PIXIRectangle.EMPTY, 0, xFrom, xTo, yFrom, yTo, this.baseColorFromBrush(brush), 1, unNormalizedValue); } return 0; @@ -153,7 +153,7 @@ export class HistogramBinPrimitiveCollection { private createVerticalBarChartBinPrimitives(bin: Bin, brush: Brush, binBrushMaxAxis: number, normalization: number): number { let dataValue = this.getBinValue(1, bin, brush.brushIndex!); - if (dataValue != undefined) { + if (dataValue !== undefined) { let [yFrom, yValue, yTo] = this.sizeConverter.DataToScreenNormalizedRange(dataValue, normalization, 1, binBrushMaxAxis); let [xFrom, xTo] = this.sizeConverter.DataToScreenXAxisRange(this._histoBox.VisualBinRanges, 0, bin); @@ -163,14 +163,14 @@ export class HistogramBinPrimitiveCollection { this.sizeConverter.DataToScreenY(yValue - yMarginAbsolute) - this.sizeConverter.DataToScreenY(yValue + yMarginAbsolute)); this.createBinPrimitive(1, brush, marginRect, 0, xFrom, xTo, yFrom, yTo, - this.baseColorFromBrush(brush), normalization != 0 ? 1 : 0.6 * binBrushMaxAxis / this.sizeConverter.DataRanges[1] + 0.4, dataValue); + this.baseColorFromBrush(brush), normalization !== 0 ? 1 : 0.6 * binBrushMaxAxis / this.sizeConverter.DataRanges[1] + 0.4, dataValue); } return 0; } private createHorizontalBarChartBinPrimitives(bin: Bin, brush: Brush, binBrushMaxAxis: number, normalization: number): number { let dataValue = this.getBinValue(0, bin, brush.brushIndex!); - if (dataValue != undefined) { + if (dataValue !== undefined) { let [xFrom, xValue, xTo] = this.sizeConverter.DataToScreenNormalizedRange(dataValue, normalization, 0, binBrushMaxAxis); let [yFrom, yTo] = this.sizeConverter.DataToScreenYAxisRange(this._histoBox.VisualBinRanges, 1, bin); @@ -181,15 +181,15 @@ export class HistogramBinPrimitiveCollection { 2.0); this.createBinPrimitive(0, brush, marginRect, 0, xFrom, xTo, yFrom, yTo, - this.baseColorFromBrush(brush), normalization != 1 ? 1 : 0.6 * binBrushMaxAxis / this.sizeConverter.DataRanges[0] + 0.4, dataValue); + this.baseColorFromBrush(brush), normalization !== 1 ? 1 : 0.6 * binBrushMaxAxis / this.sizeConverter.DataRanges[0] + 0.4, dataValue); } return 0; } public getBinValue(axis: number, bin: Bin, brushIndex: number) { - var aggregateKey = ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, axis == 0 ? this.histoOp.X : axis == 1 ? this.histoOp.Y : this.histoOp.V, this.histoResult, brushIndex); + var aggregateKey = ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, axis === 0 ? this.histoOp.X : axis === 1 ? this.histoOp.Y : this.histoOp.V, this.histoResult, brushIndex); let dataValue = ModelHelpers.GetAggregateResult(bin, aggregateKey) as DoubleValueAggregateResult; - return dataValue != null && dataValue.hasResult ? dataValue.result : undefined; + return dataValue !== null && dataValue.hasResult ? dataValue.result : undefined; } private getMargin(bin: Bin, brush: Brush, axis: AttributeTransformationModel) { @@ -218,13 +218,13 @@ export class HistogramBinPrimitiveCollection { private baseColorFromBrush(brush: Brush): number { let bc = StyleConstants.BRUSH_COLORS; - if (brush.brushIndex == ModelHelpers.RestBrushIndex(this.histoResult)) { + if (brush.brushIndex === ModelHelpers.RestBrushIndex(this.histoResult)) { return StyleConstants.HIGHLIGHT_COLOR; } - else if (brush.brushIndex == ModelHelpers.OverlapBrushIndex(this.histoResult)) { + else if (brush.brushIndex === ModelHelpers.OverlapBrushIndex(this.histoResult)) { return StyleConstants.OVERLAP_COLOR; } - else if (brush.brushIndex == ModelHelpers.AllBrushIndex(this.histoResult)) { + else if (brush.brushIndex === ModelHelpers.AllBrushIndex(this.histoResult)) { return 0x00ff00; } else if (bc.length > 0) { diff --git a/src/client/northstar/dash-nodes/HistogramBox.tsx b/src/client/northstar/dash-nodes/HistogramBox.tsx index 5938bf9b1..c9658d741 100644 --- a/src/client/northstar/dash-nodes/HistogramBox.tsx +++ b/src/client/northstar/dash-nodes/HistogramBox.tsx @@ -55,7 +55,7 @@ export class HistogramBox extends React.Component { dropX = (e: Event, de: DragManager.DropEvent) => { if (de.data instanceof DragManager.DocumentDragData) { let h = de.data.draggedDocuments[0].GetT(KeyStore.Data, HistogramField); - if (h && h != FieldWaiting) { + if (h && h !== FieldWaiting) { this.HistoOp.X = h.Data.X; } e.stopPropagation(); @@ -66,7 +66,7 @@ export class HistogramBox extends React.Component { dropY = (e: Event, de: DragManager.DropEvent) => { if (de.data instanceof DragManager.DocumentDragData) { let h = de.data.draggedDocuments[0].GetT(KeyStore.Data, HistogramField); - if (h && h != FieldWaiting) { + if (h && h !== FieldWaiting) { this.HistoOp.Y = h.Data.X; } e.stopPropagation(); @@ -76,11 +76,11 @@ export class HistogramBox extends React.Component { @action xLabelPointerDown = (e: React.PointerEvent) => { - this.HistoOp.X = new AttributeTransformationModel(this.HistoOp.X.AttributeModel, this.HistoOp.X.AggregateFunction == AggregateFunction.None ? AggregateFunction.Count : AggregateFunction.None); + this.HistoOp.X = new AttributeTransformationModel(this.HistoOp.X.AttributeModel, this.HistoOp.X.AggregateFunction === AggregateFunction.None ? AggregateFunction.Count : AggregateFunction.None); } @action yLabelPointerDown = (e: React.PointerEvent) => { - this.HistoOp.Y = new AttributeTransformationModel(this.HistoOp.Y.AttributeModel, this.HistoOp.Y.AggregateFunction == AggregateFunction.None ? AggregateFunction.Count : AggregateFunction.None); + this.HistoOp.Y = new AttributeTransformationModel(this.HistoOp.Y.AttributeModel, this.HistoOp.Y.AggregateFunction === AggregateFunction.None ? AggregateFunction.Count : AggregateFunction.None); } componentDidMount() { @@ -119,7 +119,7 @@ export class HistogramBox extends React.Component { if (catalog) { this.props.Document.GetTAsync(this.props.fieldKey, HistogramField).then((histoOp: Opt) => runInAction(() => { this.HistoOp = histoOp ? histoOp.Data : HistogramOperation.Empty; - if (this.HistoOp != HistogramOperation.Empty) { + if (this.HistoOp !== HistogramOperation.Empty) { reaction(() => this.props.Document.GetList(KeyStore.LinkedFromDocs, []), (docs: Document[]) => this.HistoOp.Links.splice(0, this.HistoOp.Links.length, ...docs), { fireImmediately: true }); reaction(() => this.props.Document.GetList(KeyStore.BrushingDocs, []).length, () => { @@ -128,7 +128,7 @@ export class HistogramBox extends React.Component { this.HistoOp.BrushLinks.splice(0, this.HistoOp.BrushLinks.length, ...brushingDocs.map((brush, i) => { brush.SetNumber(KeyStore.BackgroundColor, StyleConstants.BRUSH_COLORS[i % StyleConstants.BRUSH_COLORS.length]); let brushed = brush.GetList(KeyStore.BrushingDocs, [] as Document[]); - return { l: brush, b: brushed[0].Id == proto.Id ? brushed[1] : brushed[0] } + return { l: brush, b: brushed[0].Id === proto.Id ? brushed[1] : brushed[0] } })); }, { fireImmediately: true }); reaction(() => this.createOperationParamsCache, () => this.HistoOp.Update(), { fireImmediately: true }); diff --git a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx b/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx index e9adb3ce5..66d31846c 100644 --- a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx +++ b/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx @@ -44,7 +44,7 @@ export class HistogramBoxPrimitives extends React.Component bp.BrushIndex == allBrushIndex); + let allBrushPrim = ArrayUtil.FirstOrDefault(binPrimitives, bp => bp.BrushIndex === allBrushIndex); return !allBrushPrim ? () => { } : () => runInAction(() => { if (ArrayUtil.Contains(this.histoOp.FilterModels, filterModel)) { this._selectedPrims.splice(this._selectedPrims.indexOf(allBrushPrim!), 1); @@ -63,9 +63,9 @@ export class HistogramBoxPrimitives extends React.Component { let r = this.props.HistoBox.SizeConverter.DataToScreenRange(binLabel.minValue!, binLabel.maxValue!, axis); - prims.push(this.drawLine(r.xFrom, r.yFrom, axis == 0 ? 0 : r.xTo - r.xFrom, axis == 0 ? r.yTo - r.yFrom : 0)); - if (i == labels.length - 1) - prims.push(this.drawLine(axis == 0 ? r.xTo : r.xFrom, axis == 0 ? r.yFrom : r.yTo, axis == 0 ? 0 : r.xTo - r.xFrom, axis == 0 ? r.yTo - r.yFrom : 0)); + prims.push(this.drawLine(r.xFrom, r.yFrom, axis === 0 ? 0 : r.xTo - r.xFrom, axis === 0 ? r.yTo - r.yFrom : 0)); + if (i === labels.length - 1) + prims.push(this.drawLine(axis === 0 ? r.xTo : r.xFrom, axis === 0 ? r.yFrom : r.yTo, axis === 0 ? 0 : r.xTo - r.xFrom, axis === 0 ? r.yTo - r.yFrom : 0)); return prims; }, [] as JSX.Element[]); } @@ -86,8 +86,8 @@ export class HistogramBoxPrimitives extends React.Component); return this.drawEntity(xFrom, yFrom, line); } @@ -102,10 +102,10 @@ export class HistogramBoxPrimitives extends React.Component { if (e.button == 0) tapHandler() }} + let rect = (
{ if (e.button === 0) tapHandler() }} style={{ - borderBottomStyle: barAxis == 1 ? "none" : "solid", - borderLeftStyle: barAxis == 0 ? "none" : "solid", + borderBottomStyle: barAxis === 1 ? "none" : "solid", + borderLeftStyle: barAxis === 0 ? "none" : "solid", width: `${widthPercent}%`, height: `${heightPercent}%`, background: color ? `${LABColor.RGBtoHexString(color)}` : "" diff --git a/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx b/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx index 93b237deb..dd62e9146 100644 --- a/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx +++ b/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx @@ -34,7 +34,7 @@ export class HistogramLabelPrimitives extends React.ComponentFontStyles.AxisLabel.fontSize + 5))); sc.MaxLabelSizes[axis].coords[axis] + 5); @@ -47,17 +47,17 @@ export class HistogramLabelPrimitives extends React.Component -
+
{label}
diff --git a/src/client/northstar/manager/Gateway.ts b/src/client/northstar/manager/Gateway.ts index 3e72a50ae..ba6fe2ad5 100644 --- a/src/client/northstar/manager/Gateway.ts +++ b/src/client/northstar/manager/Gateway.ts @@ -49,7 +49,7 @@ export class Gateway { public async Compile(data: any): Promise { const json = await this.MakePostJsonRequest("compile", data); - if (json != null) { + if (json !== null) { const cr = CompileResults.fromJS(json); return cr; } @@ -108,7 +108,7 @@ export class Gateway { public async StartOperation(data: any): Promise { const json = await this.MakePostJsonRequest("operation", data); - if (json != null) { + if (json !== null) { const or = OperationReference.fromJS(json); return or; } @@ -116,7 +116,7 @@ export class Gateway { public async GetResult(data: any): Promise { const json = await this.MakePostJsonRequest("result", data); - if (json != null) { + if (json !== null) { const res = Result.fromJS(json); return res; } @@ -163,7 +163,7 @@ export class Gateway { public static ConstructUrl(appendix: string): string { let base = Settings.Instance.ServerUrl; - if (base.slice(-1) == "/") { + if (base.slice(-1) === "/") { base = base.slice(0, -1); } let url = base + "/" + Settings.Instance.ServerApiPath + "/" + appendix; diff --git a/src/client/northstar/model/ModelExtensions.ts b/src/client/northstar/model/ModelExtensions.ts index 9fcba7f1c..e4bf77ed8 100644 --- a/src/client/northstar/model/ModelExtensions.ts +++ b/src/client/northstar/model/ModelExtensions.ts @@ -3,23 +3,23 @@ import { Utils } from '../utils/Utils' import { FilterModel } from '../core/filter/FilterModel' -(SingleDimensionAggregateParameters as any).prototype["Equals"] = function (other: Object) { +(SingleDimensionAggregateParameters as any).prototype.Equals = function (other: Object) { if (!Utils.EqualityHelper(this, other)) return false; if (!Utils.EqualityHelper((this as SingleDimensionAggregateParameters).attributeParameters!, (other as SingleDimensionAggregateParameters).attributeParameters!)) return false; - if (!((this as SingleDimensionAggregateParameters).attributeParameters! as any)["Equals"]((other as SingleDimensionAggregateParameters).attributeParameters)) return false; + if (!((this as SingleDimensionAggregateParameters).attributeParameters! as any).Equals((other as SingleDimensionAggregateParameters).attributeParameters)) return false; return true; } { - (AttributeParameters as any).prototype["Equals"] = function (other: AttributeParameters) { + (AttributeParameters as any).prototype.Equals = function (other: AttributeParameters) { return (this).constructor.name === (other).constructor.name && this.rawName === other.rawName; } } { - (Solution as any).prototype["Equals"] = function (other: Object) { + (Solution as any).prototype.Equals = function (other: Object) { if (!Utils.EqualityHelper(this, other)) return false; if ((this as Solution).solutionId !== (other as Solution).solutionId) return false; return true; @@ -27,11 +27,11 @@ import { FilterModel } from '../core/filter/FilterModel' } { - (MarginAggregateParameters as any).prototype["Equals"] = function (other: Object) { + (MarginAggregateParameters as any).prototype.Equals = function (other: Object) { if (!Utils.EqualityHelper(this, other)) return false; if (!Utils.EqualityHelper((this as SingleDimensionAggregateParameters).attributeParameters!, (other as SingleDimensionAggregateParameters).attributeParameters!)) return false; - if (!((this as SingleDimensionAggregateParameters).attributeParameters! as any)["Equals"]((other as SingleDimensionAggregateParameters).attributeParameters!)) return false; + if (!((this as SingleDimensionAggregateParameters).attributeParameters! as any).Equals((other as SingleDimensionAggregateParameters).attributeParameters!)) return false; if ((this as MarginAggregateParameters).aggregateFunction !== (other as MarginAggregateParameters).aggregateFunction) return false; return true; @@ -39,7 +39,7 @@ import { FilterModel } from '../core/filter/FilterModel' } { - (Brush as any).prototype["Equals"] = function (other: Object) { + (Brush as any).prototype.Equals = function (other: Object) { if (!Utils.EqualityHelper(this, other)) return false; if ((this as Brush).brushEnum !== (other as Brush).brushEnum) return false; if ((this as Brush).brushIndex !== (other as Brush).brushIndex) return false; diff --git a/src/client/northstar/model/ModelHelpers.ts b/src/client/northstar/model/ModelHelpers.ts index d0711fb69..1a58e6180 100644 --- a/src/client/northstar/model/ModelHelpers.ts +++ b/src/client/northstar/model/ModelHelpers.ts @@ -16,7 +16,7 @@ export class ModelHelpers { public static CreateAggregateKey(distinctAttributeParameters: AttributeParameters | undefined, atm: AttributeTransformationModel, histogramResult: HistogramResult, brushIndex: number, aggParameters?: SingleDimensionAggregateParameters): AggregateKey { { - if (aggParameters == undefined) { + if (aggParameters === undefined) { aggParameters = ModelHelpers.GetAggregateParameter(distinctAttributeParameters, atm); } else { @@ -146,7 +146,7 @@ export class ModelHelpers { } public static GetAggregateResult(bin: Bin, aggregateKey: AggregateKey) { - if (aggregateKey.aggregateParameterIndex == -1 || aggregateKey.brushIndex == -1) { + if (aggregateKey.aggregateParameterIndex === -1 || aggregateKey.brushIndex === -1) { return null; } return bin.aggregateResults![aggregateKey.aggregateParameterIndex! * bin.ySize! + aggregateKey.brushIndex!]; @@ -157,9 +157,9 @@ export class ModelHelpers { var ret = new Array(); ret.push(AggregateFunction.None); ret.push(AggregateFunction.Count); - if (atm.AttributeModel.DataType == DataType.Float || - atm.AttributeModel.DataType == DataType.Double || - atm.AttributeModel.DataType == DataType.Int) { + if (atm.AttributeModel.DataType === DataType.Float || + atm.AttributeModel.DataType === DataType.Double || + atm.AttributeModel.DataType === DataType.Int) { ret.push(AggregateFunction.Avg); ret.push(AggregateFunction.Sum); } diff --git a/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts b/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts index 9313fb1a7..f5872aa4c 100644 --- a/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts +++ b/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts @@ -39,24 +39,24 @@ export class DateTimeVisualBinRange extends VisualBinRange { public GetLabel(value: number): string { var dt = DateTimeVisualBinRange.TicksToDate(value); - if (this.DataBinRange.step!.dateTimeStepGranularity == DateTimeStepGranularity.Second || - this.DataBinRange.step!.dateTimeStepGranularity == DateTimeStepGranularity.Minute) { + if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Second || + this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Minute) { return ("" + this.pad(dt.getMinutes(), 2) + ":" + this.pad(dt.getSeconds(), 2)); //return dt.ToString("mm:ss"); } - else if (this.DataBinRange.step!.dateTimeStepGranularity == DateTimeStepGranularity.Hour) { + else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Hour) { return (this.pad(dt.getHours(), 2) + ":" + this.pad(dt.getMinutes(), 2)); //return dt.ToString("HH:mm"); } - else if (this.DataBinRange.step!.dateTimeStepGranularity == DateTimeStepGranularity.Day) { + else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Day) { return ((dt.getMonth() + 1) + "/" + dt.getDate() + "/" + dt.getFullYear()); //return dt.ToString("MM/dd/yyyy"); } - else if (this.DataBinRange.step!.dateTimeStepGranularity == DateTimeStepGranularity.Month) { + else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Month) { //return dt.ToString("MM/yyyy"); return ((dt.getMonth() + 1) + "/" + dt.getFullYear()); } - else if (this.DataBinRange.step!.dateTimeStepGranularity == DateTimeStepGranularity.Year) { + else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Year) { return "" + dt.getFullYear(); } return "n/a"; @@ -82,22 +82,22 @@ export class DateTimeVisualBinRange extends VisualBinRange { public static AddToDateTimeTicks(ticks: number, dateTimeStep: DateTimeStep): number { var copiedDate = DateTimeVisualBinRange.TicksToDate(ticks); var returnDate: Date = new Date(Date.now()); - if (dateTimeStep.dateTimeStepGranularity == DateTimeStepGranularity.Second) { + if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Second) { returnDate = new Date(copiedDate.setSeconds(copiedDate.getSeconds() + dateTimeStep.dateTimeStepValue!)); } - else if (dateTimeStep.dateTimeStepGranularity == DateTimeStepGranularity.Minute) { + else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Minute) { returnDate = new Date(copiedDate.setMinutes(copiedDate.getMinutes() + dateTimeStep.dateTimeStepValue!)); } - else if (dateTimeStep.dateTimeStepGranularity == DateTimeStepGranularity.Hour) { + else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Hour) { returnDate = new Date(copiedDate.setHours(copiedDate.getHours() + dateTimeStep.dateTimeStepValue!)); } - else if (dateTimeStep.dateTimeStepGranularity == DateTimeStepGranularity.Day) { + else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Day) { returnDate = new Date(copiedDate.setDate(copiedDate.getDate() + dateTimeStep.dateTimeStepValue!)); } - else if (dateTimeStep.dateTimeStepGranularity == DateTimeStepGranularity.Month) { + else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Month) { returnDate = new Date(copiedDate.setMonth(copiedDate.getMonth() + dateTimeStep.dateTimeStepValue!)); } - else if (dateTimeStep.dateTimeStepGranularity == DateTimeStepGranularity.Year) { + else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Year) { returnDate = new Date(copiedDate.setFullYear(copiedDate.getFullYear() + dateTimeStep.dateTimeStepValue!)); } return DateTimeVisualBinRange.DateToTicks(returnDate); diff --git a/src/client/northstar/model/binRanges/VisualBinRange.ts b/src/client/northstar/model/binRanges/VisualBinRange.ts index f53008f9a..a0766e494 100644 --- a/src/client/northstar/model/binRanges/VisualBinRange.ts +++ b/src/client/northstar/model/binRanges/VisualBinRange.ts @@ -2,10 +2,6 @@ import { BinLabel } from '../../model/idea/idea' export abstract class VisualBinRange { - constructor() { - - } - public abstract AddStep(value: number): number; public abstract GetValueFromIndex(index: number): number; diff --git a/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts b/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts index 53d585bb4..63ee61909 100644 --- a/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts +++ b/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts @@ -39,8 +39,7 @@ export class VisualBinRangeHelper { var aggregateKey = ModelHelpers.CreateAggregateKey(distinctAttributeParameters, attr, histoResult, ModelHelpers.AllBrushIndex(histoResult)); var minValue = Number.MAX_VALUE; var maxValue = Number.MIN_VALUE; - for (var b = 0; b < histoResult.brushes!.length; b++) { - var brush = histoResult.brushes![b]; + for (const brush of histoResult.brushes!) { aggregateKey.brushIndex = brush.brushIndex; for (var key in histoResult.bins) { if (histoResult.bins.hasOwnProperty(key)) { @@ -56,12 +55,12 @@ export class VisualBinRangeHelper { let visualBinRange = QuantitativeVisualBinRange.Initialize(minValue, maxValue, 10, false); - if (chartType == ChartType.HorizontalBar || chartType == ChartType.VerticalBar) { + if (chartType === ChartType.HorizontalBar || chartType === ChartType.VerticalBar) { visualBinRange = QuantitativeVisualBinRange.Initialize(Math.min(0, minValue), Math.max(0, (visualBinRange as QuantitativeVisualBinRange).DataBinRange.maxValue!), SETTINGS_X_BINS, false); } - else if (chartType == ChartType.SinglePoint) { + else if (chartType === ChartType.SinglePoint) { visualBinRange = QuantitativeVisualBinRange.Initialize(Math.min(0, minValue), Math.max(0, maxValue), SETTINGS_X_BINS, false); } diff --git a/src/client/northstar/model/idea/MetricTypeMapping.ts b/src/client/northstar/model/idea/MetricTypeMapping.ts index 11e0c871a..e9759cf16 100644 --- a/src/client/northstar/model/idea/MetricTypeMapping.ts +++ b/src/client/northstar/model/idea/MetricTypeMapping.ts @@ -5,20 +5,20 @@ import { Dictionary } from 'typescript-collections'; export class MetricTypeMapping { public static GetMetricInterpretation(metricType: MetricType): MetricInterpretation { - if (metricType == MetricType.Accuracy || - metricType == MetricType.F1 || - metricType == MetricType.F1Macro || - metricType == MetricType.F1Micro || - metricType == MetricType.JaccardSimilarityScore || - metricType == MetricType.ObjectDetectionAveragePrecision || - metricType == MetricType.Precision || - metricType == MetricType.PrecisionAtTopK || - metricType == MetricType.NormalizedMutualInformation || - metricType == MetricType.Recall || - metricType == MetricType.RocAucMacro || - metricType == MetricType.RocAuc || - metricType == MetricType.RocAucMicro || - metricType == MetricType.RSquared) { + if (metricType === MetricType.Accuracy || + metricType === MetricType.F1 || + metricType === MetricType.F1Macro || + metricType === MetricType.F1Micro || + metricType === MetricType.JaccardSimilarityScore || + metricType === MetricType.ObjectDetectionAveragePrecision || + metricType === MetricType.Precision || + metricType === MetricType.PrecisionAtTopK || + metricType === MetricType.NormalizedMutualInformation || + metricType === MetricType.Recall || + metricType === MetricType.RocAucMacro || + metricType === MetricType.RocAuc || + metricType === MetricType.RocAucMicro || + metricType === MetricType.RSquared) { return MetricInterpretation.HigherIsBetter; } return MetricInterpretation.LowerIsBetter; diff --git a/src/client/northstar/operations/BaseOperation.ts b/src/client/northstar/operations/BaseOperation.ts index f545b2c58..a14337763 100644 --- a/src/client/northstar/operations/BaseOperation.ts +++ b/src/client/northstar/operations/BaseOperation.ts @@ -29,11 +29,11 @@ export abstract class BaseOperation { // let filterModels: FilterModel[] = []; // return FilterModel.GetFilterModelsRecursive(this, new Set>(), filterModels, true) // if (this.OverridingFilters.length > 0) { - // return "(" + this.OverridingFilters.filter(fm => fm != null).map(fm => fm.ToPythonString()).join(" || ") + ")"; + // return "(" + this.OverridingFilters.filter(fm => fm !== null).map(fm => fm.ToPythonString()).join(" || ") + ")"; // } // let rdg = MainManager.Instance.MainViewModel.FilterReverseDependencyGraph; // let sliceModel = this.TypedViewModel.IncomingSliceModel; - // if (sliceModel != null && sliceModel.Source != null && instanceOfIBaseFilterProvider(sliceModel.Source) && rdg.has(sliceModel.Source)) { + // if (sliceModel !== null && sliceModel.Source !== null && instanceOfIBaseFilterProvider(sliceModel.Source) && rdg.has(sliceModel.Source)) { // let filterModels = sliceModel.Source.FilterModels.map(f => f); // return FilterModel.GetFilterModelsRecursive(rdg.get(sliceModel.Source), new Set>(), filterModels, false); // } @@ -99,8 +99,8 @@ export abstract class BaseOperation { if (result instanceof ErrorResult) { throw new Error((result as ErrorResult).message); } - if (this.RequestSalt == pollPromise.RequestSalt) { - if (result && (!this.Result || this.Result.progress != result.progress)) { + if (this.RequestSalt === pollPromise.RequestSalt) { + if (result && (!this.Result || this.Result.progress !== result.progress)) { /*if (operationViewModel.Result !== null && operationViewModel.Result !== undefined) { let t1 = performance.now(); console.log((t1 - start) + " milliseconds."); diff --git a/src/client/northstar/operations/HistogramOperation.ts b/src/client/northstar/operations/HistogramOperation.ts index e63de1632..7f48d1629 100644 --- a/src/client/northstar/operations/HistogramOperation.ts +++ b/src/client/northstar/operations/HistogramOperation.ts @@ -67,7 +67,7 @@ export class HistogramOperation extends BaseOperation implements IBaseFilterCons let brushes: string[] = []; this.BrushLinks.map(brushLink => { let brushHistogram = brushLink.b.GetT(KeyStore.Data, HistogramField); - if (brushHistogram && brushHistogram != FieldWaiting) { + if (brushHistogram && brushHistogram !== FieldWaiting) { let filterModels: FilterModel[] = []; brushes.push(FilterModel.GetFilterModelsRecursive(brushHistogram.Data, new Set(), filterModels, false)); } diff --git a/src/client/northstar/utils/ArrayUtil.ts b/src/client/northstar/utils/ArrayUtil.ts index f35c98317..a52ca6d96 100644 --- a/src/client/northstar/utils/ArrayUtil.ts +++ b/src/client/northstar/utils/ArrayUtil.ts @@ -7,14 +7,14 @@ export class ArrayUtil { return false; } let isComplex = typeof arr1[0] === "object"; - for (let i = 0; i < arr1.length; i++) { - if (isComplex && "Equals" in arr1[i]) { - if (arr1[i].Equals(arr2)) { + for (const ele of arr1) { + if (isComplex && "Equals" in ele) { + if (ele.Equals(arr2)) { return true; } } else { - if (arr1[i] === arr2) { + if (ele === arr2) { return true; } } @@ -63,9 +63,9 @@ export class ArrayUtil { public static Distinct(arr: any[]): any[] { let ret = []; - for (let i = 0; i < arr.length; i++) { - if (!ArrayUtil.Contains(ret, arr[i])) { - ret.push(arr[i]); + for (const ele of arr) { + if (!ArrayUtil.Contains(ret, ele)) { + ret.push(ele); } } return ret; diff --git a/src/client/northstar/utils/GeometryUtil.ts b/src/client/northstar/utils/GeometryUtil.ts index d5f3ba631..6d8acea20 100644 --- a/src/client/northstar/utils/GeometryUtil.ts +++ b/src/client/northstar/utils/GeometryUtil.ts @@ -85,7 +85,7 @@ export class GeometryUtil { // var xi = vs[i].x, yi = vs[i].y; // var xj = vs[j].x, yj = vs[j].y; - // var intersect = ((yi > y) != (yj > y)) && (x < (xj - xi) * (y - yi) / (yj - yi) + xi); + // var intersect = ((yi > y) !== (yj > y)) && (x < (xj - xi) * (y - yi) / (yj - yi) + xi); // if (intersect) // inside = !inside; // } diff --git a/src/client/northstar/utils/MathUtil.ts b/src/client/northstar/utils/MathUtil.ts index bb7e73871..7aa255096 100644 --- a/src/client/northstar/utils/MathUtil.ts +++ b/src/client/northstar/utils/MathUtil.ts @@ -93,7 +93,7 @@ export class MathUtil { public static DistToLineSegment(v: PIXIPoint, w: PIXIPoint, p: PIXIPoint) { // Return minimum distance between line segment vw and point p var l2 = MathUtil.DistSquared(v, w); // i.e. |w-v|^2 - avoid a sqrt - if (l2 == 0.0) return MathUtil.Dist(p, v); // v == w case + if (l2 === 0.0) return MathUtil.Dist(p, v); // v === w case // Consider the line extending the segment, parameterized as v + t (w - v). // We find projection of point p onto the line. // It falls where t = [(p-v) . (w-v)] / |w-v|^2 @@ -117,7 +117,7 @@ export class MathUtil { var b2 = ps2.x - pe2.x; var delta = a1 * b2 - a2 * b1; - if (delta == 0) { + if (delta === 0) { return undefined; } var c2 = a2 * ps2.x + b2 * ps2.y; @@ -147,19 +147,19 @@ export class MathUtil { var ret = new Array(); var dist = this.Dist(lineFrom, lineTo) var inter = this.LineSegmentIntersection(lineFrom, lineTo, r1, r2); - if (inter != null && this.PointInPIXIRectangle(inter, rect) && + if (inter && this.PointInPIXIRectangle(inter, rect) && this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) ret.push(inter); inter = this.LineSegmentIntersection(lineFrom, lineTo, r2, r3); - if (inter != null && this.PointInPIXIRectangle(inter, rect) && + if (inter && this.PointInPIXIRectangle(inter, rect) && this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) ret.push(inter); inter = this.LineSegmentIntersection(lineFrom, lineTo, r3, r4); - if (inter != null && this.PointInPIXIRectangle(inter, rect) && + if (inter && this.PointInPIXIRectangle(inter, rect) && this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) ret.push(inter); inter = this.LineSegmentIntersection(lineFrom, lineTo, r4, r1); - if (inter != null && this.PointInPIXIRectangle(inter, rect) && + if (inter && this.PointInPIXIRectangle(inter, rect) && this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) ret.push(inter); return ret; diff --git a/src/client/northstar/utils/SizeConverter.ts b/src/client/northstar/utils/SizeConverter.ts index bb91ed4a7..b5c4a16ab 100644 --- a/src/client/northstar/utils/SizeConverter.ts +++ b/src/client/northstar/utils/SizeConverter.ts @@ -54,7 +54,7 @@ export class SizeConverter { } public DataToScreenNormalizedRange(dataValue: number, normalization: number, axis: number, binBrushMaxAxis: number) { - var value = normalization != 1 - axis || binBrushMaxAxis == 0 ? dataValue : (dataValue - 0) / (binBrushMaxAxis - 0) * this.DataRanges[axis]; + var value = normalization !== 1 - axis || binBrushMaxAxis === 0 ? dataValue : (dataValue - 0) / (binBrushMaxAxis - 0) * this.DataRanges[axis]; var from = this.DataToScreenCoord(Math.min(0, value), axis); var to = this.DataToScreenCoord(Math.max(0, value), axis); return [from, value, to]; @@ -85,7 +85,7 @@ export class SizeConverter { return flip ? (this.RenderDimension) - retY : retY; } public DataToScreenCoord(v: number, axis: number) { - if (axis == 0) + if (axis === 0) return this.DataToScreenX(v); return this.DataToScreenY(v); } diff --git a/src/client/northstar/utils/Utils.ts b/src/client/northstar/utils/Utils.ts index b35dce820..c96b4cbd9 100644 --- a/src/client/northstar/utils/Utils.ts +++ b/src/client/northstar/utils/Utils.ts @@ -27,17 +27,17 @@ export class Utils { public static isBaseBrushable(obj: Object): obj is IBaseBrushable { let typed = >obj; - return typed != null && typed.BrusherModels !== undefined; + return typed !== null && typed.BrusherModels !== undefined; } public static isBaseFilterProvider(obj: Object): obj is IBaseFilterProvider { let typed = obj; - return typed != null && typed.FilterModels !== undefined; + return typed !== null && typed.FilterModels !== undefined; } public static isBaseFilterConsumer(obj: Object): obj is IBaseFilterConsumer { let typed = obj; - return typed != null && typed.FilterOperand !== undefined; + return typed !== null && typed.FilterOperand !== undefined; } public static EncodeQueryData(data: any): string { @@ -63,9 +63,9 @@ export class Utils { public static GetQueryVariable(variable: string) { let query = window.location.search.substring(1); let vars = query.split("&"); - for (let i = 0; i < vars.length; i++) { - let pair = vars[i].split("="); - if (decodeURIComponent(pair[0]) == variable) { + for (const variable of vars) { + let pair = variable.split("="); + if (decodeURIComponent(pair[0]) === variable) { return decodeURIComponent(pair[1]); } } diff --git a/src/client/views/DocumentDecorations.tsx b/src/client/views/DocumentDecorations.tsx index 11bf24505..1bb00a3fc 100644 --- a/src/client/views/DocumentDecorations.tsx +++ b/src/client/views/DocumentDecorations.tsx @@ -60,10 +60,10 @@ export class DocumentDecorations extends React.Component<{}, { value: string }> if (text[0] === '#') { let command = text.slice(1, text.length); this._fieldKey = new Key(command) - // if (command == "Title" || command == "title") { + // if (command === "Title" || command === "title") { // this._fieldKey = KeyStore.Title; // } - // else if (command == "Width" || command == "width") { + // else if (command === "Width" || command === "width") { // this._fieldKey = KeyStore.Width; // } this._title = "changed" diff --git a/src/client/views/Main.tsx b/src/client/views/Main.tsx index 33759d38a..74f868c11 100644 --- a/src/client/views/Main.tsx +++ b/src/client/views/Main.tsx @@ -62,7 +62,7 @@ export class Main extends React.Component { @computed private get mainContainer(): Document | undefined { let doc = this.userDocument.GetT(KeyStore.ActiveWorkspace, Document); - return doc == FieldWaiting ? undefined : doc; + return doc === FieldWaiting ? undefined : doc; } private set mainContainer(doc: Document | undefined) { @@ -84,7 +84,7 @@ export class Main extends React.Component { configure({ enforceActions: "observed" }); if (window.location.pathname !== RouteStore.home) { let pathname = window.location.pathname.split("/"); - if (pathname.length > 1 && pathname[pathname.length - 2] == 'doc') { + if (pathname.length > 1 && pathname[pathname.length - 2] === 'doc') { CurrentUserUtils.MainDocId = pathname[pathname.length - 1]; } }; diff --git a/src/client/views/collections/CollectionBaseView.tsx b/src/client/views/collections/CollectionBaseView.tsx index ee752a2ca..7a5ab6e3c 100644 --- a/src/client/views/collections/CollectionBaseView.tsx +++ b/src/client/views/collections/CollectionBaseView.tsx @@ -65,13 +65,13 @@ export class CollectionBaseView extends React.Component { createsCycle(documentToAdd: Document, containerDocument: Document): boolean { let data = documentToAdd.GetList(KeyStore.Data, []); - for (let i = 0; i < data.length; i++) { - if (this.createsCycle(data[i], containerDocument)) + for (const doc of data) { + if (this.createsCycle(doc, containerDocument)) return true; } let annots = documentToAdd.GetList(KeyStore.Annotations, []); - for (let i = 0; i < annots.length; i++) { - if (this.createsCycle(annots[i], containerDocument)) + for (const annot of annots) { + if (this.createsCycle(annot, containerDocument)) return true; } for (let containerProto: FieldValue = containerDocument; containerProto && containerProto !== FieldWaiting; containerProto = containerProto.GetPrototype()) { diff --git a/src/client/views/collections/CollectionDockingView.tsx b/src/client/views/collections/CollectionDockingView.tsx index 1b0ad0bee..2380709d2 100644 --- a/src/client/views/collections/CollectionDockingView.tsx +++ b/src/client/views/collections/CollectionDockingView.tsx @@ -101,12 +101,12 @@ export class CollectionDockingView extends React.Component this.props.Document.GetText(KeyStore.Data, ""), () => { - if (!this._goldenLayout || this._ignoreStateChange != JSON.stringify(this._goldenLayout.toConfig())) { + if (!this._goldenLayout || this._ignoreStateChange !== JSON.stringify(this._goldenLayout.toConfig())) { setTimeout(() => this.setupGoldenLayout(), 1); } this._ignoreStateChange = ""; @@ -193,7 +193,7 @@ export class CollectionDockingView extends React.Component { var className = (e.target as any).className; - if ((className == "lm_title" || className == "lm_tab lm_active") && (e.ctrlKey || e.altKey)) { + if ((className === "lm_title" || className === "lm_tab lm_active") && (e.ctrlKey || e.altKey)) { e.stopPropagation(); e.preventDefault(); let docid = (e.target as any).DashDocId; @@ -209,7 +209,7 @@ export class CollectionDockingView extends React.Component { - if (tab.hasOwnProperty("contentItem") && tab.contentItem.config.type != "stack") { - if (tab.titleElement[0].textContent.indexOf("-waiting") != -1) { + if (tab.hasOwnProperty("contentItem") && tab.contentItem.config.type !== "stack") { + if (tab.titleElement[0].textContent.indexOf("-waiting") !== -1) { Server.GetField(tab.contentItem.config.props.documentId, action((f: Opt) => { - if (f != undefined && f instanceof Document) { + if (f !== undefined && f instanceof Document) { f.GetTAsync(KeyStore.Title, TextField, (tfield) => { - if (tfield != undefined) { + if (tfield !== undefined) { tab.titleElement[0].textContent = f.Title; } }) @@ -296,9 +296,9 @@ export class DockedFrameRenderer extends React.Component { Server.GetField(this.props.documentId, action((f: Opt) => this._document = f as Document)); } - private _nativeWidth = () => { return this._document!.GetNumber(KeyStore.NativeWidth, this._panelWidth); } - private _nativeHeight = () => { return this._document!.GetNumber(KeyStore.NativeHeight, this._panelHeight); } - private _contentScaling = () => { return this._panelWidth / (this._nativeWidth() ? this._nativeWidth() : this._panelWidth); } + private _nativeWidth = () => this._document!.GetNumber(KeyStore.NativeWidth, this._panelWidth) + private _nativeHeight = () => this._document!.GetNumber(KeyStore.NativeHeight, this._panelHeight) + private _contentScaling = () => this._panelWidth / (this._nativeWidth() ? this._nativeWidth() : this._panelWidth) ScreenToLocalTransform = () => { let { scale, translateX, translateY } = Utils.GetScreenTransform(this._mainCont.current!); diff --git a/src/client/views/collections/CollectionPDFView.tsx b/src/client/views/collections/CollectionPDFView.tsx index 14ed70b8c..1f2e71f6e 100644 --- a/src/client/views/collections/CollectionPDFView.tsx +++ b/src/client/views/collections/CollectionPDFView.tsx @@ -33,7 +33,7 @@ export class CollectionPDFView extends React.Component { } onContextMenu = (e: React.MouseEvent): void => { - if (!e.isPropagationStopped() && this.props.Document.Id != "mainDoc") { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 + if (!e.isPropagationStopped() && this.props.Document.Id !== "mainDoc") { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 ContextMenu.Instance.addItem({ description: "PDFOptions", event: () => { } }); } } diff --git a/src/client/views/collections/CollectionSchemaView.tsx b/src/client/views/collections/CollectionSchemaView.tsx index 9dade94f1..3817d5333 100644 --- a/src/client/views/collections/CollectionSchemaView.tsx +++ b/src/client/views/collections/CollectionSchemaView.tsx @@ -151,7 +151,7 @@ export class CollectionSchemaView extends CollectionViewBase { }), style: { background: rowInfo.index === this._selectedIndex ? "lightGray" : "white", - //color: rowInfo.index == this._selectedIndex ? "white" : "black" + //color: rowInfo.index === this._selectedIndex ? "white" : "black" } }; } diff --git a/src/client/views/collections/CollectionVideoView.tsx b/src/client/views/collections/CollectionVideoView.tsx index 3ab6db5ef..afadfeefb 100644 --- a/src/client/views/collections/CollectionVideoView.tsx +++ b/src/client/views/collections/CollectionVideoView.tsx @@ -61,7 +61,7 @@ export class CollectionVideoView extends React.Component { @action updateTimecode = () => { if (this._player) { - if ((this._player as any).AHackBecauseSomethingResetsTheVideoToZero != -1) { + if ((this._player as any).AHackBecauseSomethingResetsTheVideoToZero !== -1) { this._player.currentTime = (this._player as any).AHackBecauseSomethingResetsTheVideoToZero; (this._player as any).AHackBecauseSomethingResetsTheVideoToZero = -1; } else { @@ -103,7 +103,7 @@ export class CollectionVideoView extends React.Component { } onContextMenu = (e: React.MouseEvent): void => { - if (!e.isPropagationStopped() && this.props.Document.Id != "mainDoc") { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 + if (!e.isPropagationStopped() && this.props.Document.Id !== "mainDoc") { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 ContextMenu.Instance.addItem({ description: "VideoOptions", event: () => { } }); } } diff --git a/src/client/views/collections/CollectionView.tsx b/src/client/views/collections/CollectionView.tsx index 5b4caf58d..1b0cfd57b 100644 --- a/src/client/views/collections/CollectionView.tsx +++ b/src/client/views/collections/CollectionView.tsx @@ -28,7 +28,7 @@ export class CollectionView extends React.Component { } onContextMenu = (e: React.MouseEvent): void => { - if (!e.isPropagationStopped() && this.props.Document.Id != CurrentUserUtils.MainDocId) { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 + if (!e.isPropagationStopped() && this.props.Document.Id !== CurrentUserUtils.MainDocId) { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 ContextMenu.Instance.addItem({ description: "Freeform", event: () => this.props.Document.SetNumber(KeyStore.ViewType, CollectionViewType.Freeform) }) ContextMenu.Instance.addItem({ description: "Schema", event: () => this.props.Document.SetNumber(KeyStore.ViewType, CollectionViewType.Schema) }) ContextMenu.Instance.addItem({ description: "Treeview", event: () => this.props.Document.SetNumber(KeyStore.ViewType, CollectionViewType.Tree) }) diff --git a/src/client/views/collections/CollectionViewBase.tsx b/src/client/views/collections/CollectionViewBase.tsx index b4784ae9c..3af3c5d63 100644 --- a/src/client/views/collections/CollectionViewBase.tsx +++ b/src/client/views/collections/CollectionViewBase.tsx @@ -91,11 +91,11 @@ export class CollectionViewBase extends React.Component let sourceDoc: Document = de.data.linkSourceDocumentView.props.Document; if (sourceDoc) runInAction(() => { let srcTarg = sourceDoc.GetT(KeyStore.Prototype, Document) - if (srcTarg && srcTarg != FieldWaiting) { + if (srcTarg && srcTarg !== FieldWaiting) { let linkDocs = srcTarg.GetList(KeyStore.LinkedToDocs, [] as Document[]); linkDocs.map(linkDoc => { let targDoc = linkDoc.GetT(KeyStore.LinkedToDocs, Document); - if (targDoc && targDoc != FieldWaiting) { + if (targDoc && targDoc !== FieldWaiting) { let dropdoc = targDoc.MakeDelegate(); de.data.droppedDocuments.push(dropdoc); this.props.addDocument(dropdoc, false); diff --git a/src/client/views/collections/collectionFreeForm/CollectionFreeFormView.tsx b/src/client/views/collections/collectionFreeForm/CollectionFreeFormView.tsx index 19227f5e0..52e40d64a 100644 --- a/src/client/views/collections/collectionFreeForm/CollectionFreeFormView.tsx +++ b/src/client/views/collections/collectionFreeForm/CollectionFreeFormView.tsx @@ -176,8 +176,8 @@ export class CollectionFreeFormView extends CollectionViewBase { e.stopPropagation(); e.preventDefault(); } else { - // if (modes[e.deltaMode] == 'pixels') coefficient = 50; - // else if (modes[e.deltaMode] == 'lines') coefficient = 1000; // This should correspond to line-height?? + // if (modes[e.deltaMode] === 'pixels') coefficient = 50; + // else if (modes[e.deltaMode] === 'lines') coefficient = 1000; // This should correspond to line-height?? let transform = this.getTransform(); let deltaScale = (1 - (e.deltaY / coefficient)); diff --git a/src/client/views/collections/collectionFreeForm/MarqueeView.tsx b/src/client/views/collections/collectionFreeForm/MarqueeView.tsx index 7022fd972..704db1d4a 100644 --- a/src/client/views/collections/collectionFreeForm/MarqueeView.tsx +++ b/src/client/views/collections/collectionFreeForm/MarqueeView.tsx @@ -48,7 +48,7 @@ export class MarqueeView extends React.Component @action onPointerDown = (e: React.PointerEvent): void => { - if (e.buttons == 1 && !e.altKey && !e.metaKey && this.props.container.props.active()) { + if (e.buttons === 1 && !e.altKey && !e.metaKey && this.props.container.props.active()) { this._downX = this._lastX = e.pageX; this._downY = this._lastY = e.pageY; this._used = false; @@ -63,7 +63,7 @@ export class MarqueeView extends React.Component this._lastX = e.pageX; this._lastY = e.pageY; if (!e.cancelBubble) { - if (!this._used && e.buttons == 1 && !e.altKey && !e.metaKey && + if (!this._used && e.buttons === 1 && !e.altKey && !e.metaKey && (Math.abs(this._lastX - this._downX) > MarqueeView.DRAG_THRESHOLD || Math.abs(this._lastY - this._downY) > MarqueeView.DRAG_THRESHOLD)) { this._visible = true; } @@ -99,15 +99,15 @@ export class MarqueeView extends React.Component @action marqueeCommand = (e: KeyboardEvent) => { - if (e.key == "Backspace" || e.key == "Delete") { + if (e.key === "Backspace" || e.key === "Delete") { this.marqueeSelect().map(d => this.props.removeDocument(d)); let ink = this.props.container.props.Document.GetT(KeyStore.Ink, InkField); - if (ink && ink != FieldWaiting) { + if (ink && ink !== FieldWaiting) { this.marqueeInkDelete(ink.Data); } this.cleanupInteractions(); } - if (e.key == "c") { + if (e.key === "c") { let bounds = this.Bounds; let selected = this.marqueeSelect().map(d => { this.props.removeDocument(d); @@ -118,7 +118,7 @@ export class MarqueeView extends React.Component return d; }); let ink = this.props.container.props.Document.GetT(KeyStore.Ink, InkField); - let inkData = ink && ink != FieldWaiting ? ink.Data : undefined; + let inkData = ink && ink !== FieldWaiting ? ink.Data : undefined; //setTimeout(() => { let newCollection = Documents.FreeformDocument(selected, { x: bounds.left, diff --git a/src/client/views/collections/collectionFreeForm/PreviewCursor.tsx b/src/client/views/collections/collectionFreeForm/PreviewCursor.tsx index 93c98f7b0..599461f85 100644 --- a/src/client/views/collections/collectionFreeForm/PreviewCursor.tsx +++ b/src/client/views/collections/collectionFreeForm/PreviewCursor.tsx @@ -33,7 +33,7 @@ export class PreviewCursor extends React.Component { @action onPointerDown = (e: React.PointerEvent) => { - if (e.button == 0 && this.props.container.props.active()) { + if (e.button === 0 && this.props.container.props.active()) { document.removeEventListener("keypress", this.onKeyPress, false); this._showOnUp = true; this.DownX = e.pageX; diff --git a/src/client/views/nodes/Annotation.tsx b/src/client/views/nodes/Annotation.tsx index a2c7be1a8..e4f17940c 100644 --- a/src/client/views/nodes/Annotation.tsx +++ b/src/client/views/nodes/Annotation.tsx @@ -4,13 +4,13 @@ import { observer } from "mobx-react" import { observable, action } from 'mobx'; import 'react-pdf/dist/Page/AnnotationLayer.css' -interface IProps{ +interface IProps { Span: HTMLSpanElement; - X: number; - Y: number; - Highlights: any[]; - Annotations: any[]; - CurrAnno: any[]; + X: number; + Y: number; + Highlights: any[]; + Annotations: any[]; + CurrAnno: any[]; } @@ -23,95 +23,95 @@ interface IProps{ */ @observer export class Annotation extends React.Component { - + /** * changes color of the span (highlighted section) */ - onColorChange = (e:React.PointerEvent) => { - if (e.currentTarget.innerHTML == "r"){ + onColorChange = (e: React.PointerEvent) => { + if (e.currentTarget.innerHTML === "r") { this.props.Span.style.backgroundColor = "rgba(255,0,0, 0.3)" - } else if (e.currentTarget.innerHTML == "b"){ + } else if (e.currentTarget.innerHTML === "b") { this.props.Span.style.backgroundColor = "rgba(0,255, 255, 0.3)" - } else if (e.currentTarget.innerHTML == "y"){ + } else if (e.currentTarget.innerHTML === "y") { this.props.Span.style.backgroundColor = "rgba(255,255,0, 0.3)" - } else if (e.currentTarget.innerHTML == "g"){ + } else if (e.currentTarget.innerHTML === "g") { this.props.Span.style.backgroundColor = "rgba(76, 175, 80, 0.3)" } - + } /** * removes the highlighted span. Supposed to remove Annotation too, but I don't know how to unmount this */ @action - onRemove = (e:any) => { - let index:number = -1; + onRemove = (e: any) => { + let index: number = -1; //finding the highlight in the highlight array this.props.Highlights.forEach((e) => { - for (let i = 0; i < e.spans.length; i++){ - if (e.spans[i] == this.props.Span){ - index = this.props.Highlights.indexOf(e); - this.props.Highlights.splice(index, 1); + for (const span of e.spans) { + if (span === this.props.Span) { + index = this.props.Highlights.indexOf(e); + this.props.Highlights.splice(index, 1); } } }) //removing from CurrAnno and Annotation array - this.props.Annotations.splice(index, 1); + this.props.Annotations.splice(index, 1); this.props.CurrAnno.pop() - + //removing span from div - if(this.props.Span.parentElement){ - let nodesArray = this.props.Span.parentElement.childNodes; + if (this.props.Span.parentElement) { + let nodesArray = this.props.Span.parentElement.childNodes; nodesArray.forEach((e) => { - if (e == this.props.Span){ - if (this.props.Span.parentElement){ + if (e === this.props.Span) { + if (this.props.Span.parentElement) { this.props.Highlights.forEach((item) => { - if (item == e){ - item.remove(); + if (item === e) { + item.remove(); } }) - e.remove(); + e.remove(); } } - }) + }) } - - + + } render() { return ( -
-
+
+
-
- - - - +
+ + + +
- +
-
-
- + ); } } \ No newline at end of file diff --git a/src/client/views/nodes/AudioBox.tsx b/src/client/views/nodes/AudioBox.tsx index 0ce991485..1bd934c25 100644 --- a/src/client/views/nodes/AudioBox.tsx +++ b/src/client/views/nodes/AudioBox.tsx @@ -29,7 +29,7 @@ export class AudioBox extends React.Component { render() { let field = this.props.Document.Get(this.props.fieldKey) - let path = field == FieldWaiting ? "http://techslides.com/demos/samples/sample.mp3" : + let path = field === FieldWaiting ? "http://techslides.com/demos/samples/sample.mp3" : field instanceof AudioField ? field.Data.href : "http://techslides.com/demos/samples/sample.mp3"; return ( diff --git a/src/client/views/nodes/DocumentContentsView.tsx b/src/client/views/nodes/DocumentContentsView.tsx index 1c9155dce..34cc326aa 100644 --- a/src/client/views/nodes/DocumentContentsView.tsx +++ b/src/client/views/nodes/DocumentContentsView.tsx @@ -77,7 +77,7 @@ export class DocumentContentsView extends React.Component { @action onEnterKey = (e: React.KeyboardEvent): void => { - if (e.key == 'Enter') { + if (e.key === 'Enter') { if (this._keyInput && this._valueInput) { let doc = this.props.Document.GetT(KeyStore.Data, Document); - if (!doc || doc == FieldWaiting) { + if (!doc || doc === FieldWaiting) { return } let realDoc = doc; @@ -70,7 +70,7 @@ export class KeyValueBox extends React.Component { createTable = () => { let doc = this.props.Document.GetT(KeyStore.Data, Document); - if (!doc || doc == FieldWaiting) { + if (!doc || doc === FieldWaiting) { return Loading... } let realDoc = doc; diff --git a/src/client/views/nodes/LinkBox.tsx b/src/client/views/nodes/LinkBox.tsx index e81f8fec7..4791d6029 100644 --- a/src/client/views/nodes/LinkBox.tsx +++ b/src/client/views/nodes/LinkBox.tsx @@ -49,7 +49,7 @@ export class LinkBox extends React.Component { } else if (contextDoc instanceof Document) { this.props.pairedDoc.GetTAsync(KeyStore.Page, NumberField).then((pfield: any) => { contextDoc.GetTAsync(KeyStore.CurPage, NumberField).then((cfield: any) => { - if (pfield != cfield) + if (pfield !== cfield) contextDoc.SetNumber(KeyStore.CurPage, pfield.Data); let contextView = DocumentManager.Instance.getDocumentView(contextDoc); if (contextView) { diff --git a/src/client/views/nodes/LinkMenu.tsx b/src/client/views/nodes/LinkMenu.tsx index 5eeb40772..6c2d24630 100644 --- a/src/client/views/nodes/LinkMenu.tsx +++ b/src/client/views/nodes/LinkMenu.tsx @@ -24,7 +24,7 @@ export class LinkMenu extends React.Component { renderLinkItems(links: Document[], key: Key, type: string) { return links.map(link => { let doc = link.GetT(key, Document); - if (doc && doc != FieldWaiting) { + if (doc && doc !== FieldWaiting) { return this._editingLink = link)} type={type} /> } }) diff --git a/src/client/views/nodes/VideoBox.tsx b/src/client/views/nodes/VideoBox.tsx index b4590df34..a08b320e8 100644 --- a/src/client/views/nodes/VideoBox.tsx +++ b/src/client/views/nodes/VideoBox.tsx @@ -34,7 +34,7 @@ export class VideoBox extends React.Component { var nativeWidth = this.props.Document.GetNumber(KeyStore.NativeWidth, 0); var nativeHeight = this.props.Document.GetNumber(KeyStore.NativeHeight, 0); var newNativeHeight = nativeWidth * r.entry.height / r.entry.width; - if (!nativeHeight && newNativeHeight != nativeHeight && !isNaN(newNativeHeight)) { + if (!nativeHeight && newNativeHeight !== nativeHeight && !isNaN(newNativeHeight)) { this.props.Document.SetNumber(KeyStore.Height, newNativeHeight / nativeWidth * this.props.Document.GetNumber(KeyStore.Width, 0)); this.props.Document.SetNumber(KeyStore.NativeHeight, newNativeHeight); } diff --git a/src/client/views/nodes/WebBox.tsx b/src/client/views/nodes/WebBox.tsx index 92e2fabd4..c1d389001 100644 --- a/src/client/views/nodes/WebBox.tsx +++ b/src/client/views/nodes/WebBox.tsx @@ -20,7 +20,7 @@ export class WebBox extends React.Component { render() { let field = this.props.Document.Get(this.props.fieldKey); - let path = field == FieldWaiting ? "https://image.flaticon.com/icons/svg/66/66163.svg" : + let path = field === FieldWaiting ? "https://image.flaticon.com/icons/svg/66/66163.svg" : field instanceof WebField ? field.Data.href : "https://crossorigin.me/" + "https://cs.brown.edu"; let content = this.html ? diff --git a/src/fields/AudioField.ts b/src/fields/AudioField.ts index 8864471ae..252a5b74e 100644 --- a/src/fields/AudioField.ts +++ b/src/fields/AudioField.ts @@ -4,7 +4,7 @@ import { Types } from "../server/Message"; export class AudioField extends BasicField { constructor(data: URL | undefined = undefined, id?: FieldId, save: boolean = true) { - super(data == undefined ? new URL("http://techslides.com/demos/samples/sample.mp3") : data, save, id); + super(data === undefined ? new URL("http://techslides.com/demos/samples/sample.mp3") : data, save, id); } toString(): string { diff --git a/src/fields/BasicField.ts b/src/fields/BasicField.ts index a92c4a236..3083a1937 100644 --- a/src/fields/BasicField.ts +++ b/src/fields/BasicField.ts @@ -46,7 +46,7 @@ export abstract class BasicField extends Field { @action TrySetValue(value: any): boolean { - if (typeof value == typeof this.data) { + if (typeof value === typeof this.data) { this.Data = value; return true; } diff --git a/src/fields/ImageField.ts b/src/fields/ImageField.ts index a9ece7d7b..ef616b2ad 100644 --- a/src/fields/ImageField.ts +++ b/src/fields/ImageField.ts @@ -4,7 +4,7 @@ import { Types } from "../server/Message"; export class ImageField extends BasicField { constructor(data: URL | undefined = undefined, id?: FieldId, save: boolean = true) { - super(data == undefined ? new URL("http://cs.brown.edu/~bcz/bob_fettucine.jpg") : data, save, id); + super(data === undefined ? new URL("http://cs.brown.edu/~bcz/bob_fettucine.jpg") : data, save, id); } toString(): string { diff --git a/src/fields/ListField.ts b/src/fields/ListField.ts index c4008bd12..815a3df73 100644 --- a/src/fields/ListField.ts +++ b/src/fields/ListField.ts @@ -26,7 +26,7 @@ export class ListField extends BasicField { } this.observeDisposer = observe(this.Data as IObservableArray, (change: IArrayChange | IArraySplice) => { this.updateProxies() - if (change.type == "splice") { + if (change.type === "splice") { UndoManager.AddEvent({ undo: () => this.Data.splice(change.index, change.addedCount, ...change.removed), redo: () => this.Data.splice(change.index, change.removedCount, ...change.added) @@ -57,8 +57,8 @@ export class ListField extends BasicField { } private arraysEqual(a: any[], b: any[]) { if (a === b) return true; - if (a == null || b == null) return false; - if (a.length != b.length) return false; + if (a === null || b === null) return false; + if (a.length !== b.length) return false; // If you don't care about the order of the elements inside // the array, you should sort both arrays here. @@ -79,9 +79,9 @@ export class ListField extends BasicField { var added = this.data.length < this._proxies.length; var deleted = this.data.length > this._proxies.length; for (let i = 0; i < dataids.length && added; i++) - added = proxies.indexOf(dataids[i]) != -1; + added = proxies.indexOf(dataids[i]) !== -1; for (let i = 0; i < this._proxies.length && deleted; i++) - deleted = dataids.indexOf(proxies[i]) != -1; + deleted = dataids.indexOf(proxies[i]) !== -1; this._processingServerUpdate = true; for (let i = 0; i < proxies.length && added; i++) { diff --git a/src/fields/PDFField.ts b/src/fields/PDFField.ts index b6625387e..436c1cf2b 100644 --- a/src/fields/PDFField.ts +++ b/src/fields/PDFField.ts @@ -7,7 +7,7 @@ import { Types } from "../server/Message"; export class PDFField extends BasicField { constructor(data: URL | undefined = undefined, id?: FieldId, save: boolean = true) { - super(data == undefined ? new URL("http://cs.brown.edu/~bcz/bob_fettucine.jpg") : data, save, id); + super(data === undefined ? new URL("http://cs.brown.edu/~bcz/bob_fettucine.jpg") : data, save, id); } toString(): string { diff --git a/src/fields/VideoField.ts b/src/fields/VideoField.ts index 626e4ec83..992cc1641 100644 --- a/src/fields/VideoField.ts +++ b/src/fields/VideoField.ts @@ -4,7 +4,7 @@ import { Types } from "../server/Message"; export class VideoField extends BasicField { constructor(data: URL | undefined = undefined, id?: FieldId, save: boolean = true) { - super(data == undefined ? new URL("http://techslides.com/demos/sample-videos/small.mp4") : data, save, id); + super(data === undefined ? new URL("http://techslides.com/demos/sample-videos/small.mp4") : data, save, id); } toString(): string { diff --git a/src/server/index.ts b/src/server/index.ts index ce8bbefe8..f60e6e293 100644 --- a/src/server/index.ts +++ b/src/server/index.ts @@ -143,7 +143,7 @@ addSecureRoute( Method.GET, (user, res, req) => { let detector = new mobileDetect(req.headers['user-agent'] || ""); - if (detector.mobile() != null) { + if (detector.mobile() !== null) { res.sendFile(path.join(__dirname, '../../deploy/mobile/image.html')); } else { res.sendFile(path.join(__dirname, '../../deploy/index.html')); -- cgit v1.2.3-70-g09d2 From 281bfa589bd1ca66823003ca91cc11ce895fe5e2 Mon Sep 17 00:00:00 2001 From: bob Date: Tue, 14 May 2019 18:59:32 -0400 Subject: fixes for northstar --- src/client/documents/Documents.ts | 9 ++- src/client/northstar/dash-fields/HistogramField.ts | 11 ++-- .../dash-nodes/HistogramBinPrimitiveCollection.ts | 4 +- src/client/northstar/dash-nodes/HistogramBox.tsx | 16 +++--- .../dash-nodes/HistogramBoxPrimitives.tsx | 3 - src/client/northstar/manager/Gateway.ts | 12 ++++ src/client/northstar/model/ModelHelpers.ts | 10 +++- src/client/northstar/model/idea/idea.ts | 6 ++ src/client/northstar/operations/BaseOperation.ts | 17 ------ .../northstar/operations/HistogramOperation.ts | 12 ++-- src/client/views/Main.tsx | 54 +----------------- .../views/collections/CollectionSchemaView.tsx | 39 ++++++++++++- .../collections/collectionFreeForm/MarqueeView.tsx | 7 ++- src/client/views/nodes/DocumentView.tsx | 2 +- .../authentication/models/current_user_utils.ts | 65 ++++++++++++++++++++-- 15 files changed, 162 insertions(+), 105 deletions(-) (limited to 'src/client/northstar/model/idea') diff --git a/src/client/documents/Documents.ts b/src/client/documents/Documents.ts index 11929455c..ed260d42e 100644 --- a/src/client/documents/Documents.ts +++ b/src/client/documents/Documents.ts @@ -33,6 +33,7 @@ import { DocServer } from "../DocServer"; import { StrokeData, InkField } from "../../new_fields/InkField"; import { dropActionType } from "../util/DragManager"; import { DateField } from "../../new_fields/DateField"; +import { schema } from "prosemirror-schema-basic"; export interface DocumentOptions { x?: number; @@ -207,16 +208,18 @@ export namespace Docs { export function PdfDocument(url: string, options: DocumentOptions = {}) { return CreateInstance(pdfProto, new PdfField(new URL(url)), options); } + export async function DBDocument(url: string, options: DocumentOptions = {}) { let schemaName = options.title ? options.title : "-no schema-"; let ctlog = await Gateway.Instance.GetSchema(url, schemaName); if (ctlog && ctlog.schemas) { let schema = ctlog.schemas[0]; let schemaDoc = Docs.TreeDocument([], { ...options, nativeWidth: undefined, nativeHeight: undefined, width: 150, height: 100, title: schema.displayName! }); - let schemaDocuments = Cast(schemaDoc.data, listSpec(Doc)); + let schemaDocuments = Cast(schemaDoc.data, listSpec(Doc), []); if (!schemaDocuments) { return; } + CurrentUserUtils.AddNorthstarSchema(schema, schemaDoc); const docs = schemaDocuments; CurrentUserUtils.GetAllNorthstarColumnAttributes(schema).map(attr => { DocServer.GetRefField(attr.displayName! + ".alias").then(action((field: Opt) => { @@ -251,8 +254,8 @@ export namespace Docs { } return CreateInstance(collProto, new List(documents), { schemaColumns: new List(["title"]), ...options, viewType: CollectionViewType.Freeform }); } - export function SchemaDocument(documents: Array, options: DocumentOptions) { - return CreateInstance(collProto, new List(documents), { schemaColumns: new List(["title"]), ...options, viewType: CollectionViewType.Schema }); + export function SchemaDocument(schemaColumns: string[], documents: Array, options: DocumentOptions) { + return CreateInstance(collProto, new List(documents), { schemaColumns: new List(schemaColumns), ...options, viewType: CollectionViewType.Schema }); } export function TreeDocument(documents: Array, options: DocumentOptions) { return CreateInstance(collProto, new List(documents), { schemaColumns: new List(["title"]), ...options, viewType: CollectionViewType.Tree }); diff --git a/src/client/northstar/dash-fields/HistogramField.ts b/src/client/northstar/dash-fields/HistogramField.ts index f01f08487..aabc77bb2 100644 --- a/src/client/northstar/dash-fields/HistogramField.ts +++ b/src/client/northstar/dash-fields/HistogramField.ts @@ -9,7 +9,8 @@ import { OmitKeys } from "../../../Utils"; import { Deserializable } from "../../util/SerializationHelper"; function serialize(field: HistogramField) { - return OmitKeys(field.HistoOp, ['Links', 'BrushLinks', 'Result', 'BrushColors', 'FilterModels', 'FilterOperand']).omit; + let obj = OmitKeys(field, ['Links', 'BrushLinks', 'Result', 'BrushColors', 'FilterModels', 'FilterOperand']).omit; + return obj; } function deserialize(jp: any) { @@ -31,10 +32,10 @@ function deserialize(jp: any) { } }); if (X && Y && V) { - return new HistogramField(new HistogramOperation(jp.SchemaName, X, Y, V, jp.Normalization)); + return new HistogramOperation(jp.SchemaName, X, Y, V, jp.Normalization); } } - return new HistogramField(HistogramOperation.Empty); + return HistogramOperation.Empty; } @Deserializable("histogramField") @@ -50,6 +51,8 @@ export class HistogramField extends ObjectField { } [Copy]() { - return new HistogramField(this.HistoOp.Copy()); + let y = this.HistoOp; + let z = this.HistoOp["Copy"]; + return new HistogramField(HistogramOperation.Duplicate(this.HistoOp)); } } \ No newline at end of file diff --git a/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts b/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts index 6291ec1fc..3e9145a1b 100644 --- a/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts +++ b/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts @@ -198,8 +198,8 @@ export class HistogramBinPrimitiveCollection { var marginParams = new MarginAggregateParameters(); marginParams.aggregateFunction = axis.AggregateFunction; var marginAggregateKey = ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, axis, this.histoResult, brush.brushIndex!, marginParams); - var marginResult = ModelHelpers.GetAggregateResult(bin, marginAggregateKey) as MarginAggregateResult; - return !marginResult ? 0 : marginResult.absolutMargin!; + let aggResult = ModelHelpers.GetAggregateResult(bin, marginAggregateKey); + return aggResult instanceof MarginAggregateResult && aggResult.absolutMargin ? aggResult.absolutMargin : 0; } private createBinPrimitive(barAxis: number, brush: Brush, marginRect: PIXIRectangle, diff --git a/src/client/northstar/dash-nodes/HistogramBox.tsx b/src/client/northstar/dash-nodes/HistogramBox.tsx index ed556cf45..eb1ad69b7 100644 --- a/src/client/northstar/dash-nodes/HistogramBox.tsx +++ b/src/client/northstar/dash-nodes/HistogramBox.tsx @@ -17,9 +17,8 @@ import "./HistogramBox.scss"; import { HistogramBoxPrimitives } from './HistogramBoxPrimitives'; import { HistogramLabelPrimitives } from "./HistogramLabelPrimitives"; import { StyleConstants } from "../utils/StyleContants"; -import { NumCast, Cast } from "../../../new_fields/Types"; -import { listSpec } from "../../../new_fields/Schema"; -import { Doc, DocListCast } from "../../../new_fields/Doc"; +import { Cast } from "../../../new_fields/Types"; +import { Doc, DocListCast, DocListCastAsync } from "../../../new_fields/Doc"; import { Id } from "../../../new_fields/RefField"; @@ -119,15 +118,16 @@ export class HistogramBox extends React.Component { if (this.HistoOp !== HistogramOperation.Empty) { reaction(() => DocListCast(this.props.Document.linkedFromDocs), (docs) => this.HistoOp.Links.splice(0, this.HistoOp.Links.length, ...docs), { fireImmediately: true }); reaction(() => DocListCast(this.props.Document.brushingDocs).length, - () => { - let brushingDocs = DocListCast(this.props.Document.brushingDocs); + async () => { + let brushingDocs = await DocListCastAsync(this.props.Document.brushingDocs); const proto = this.props.Document.proto; - if (proto) { - this.HistoOp.BrushLinks.splice(0, this.HistoOp.BrushLinks.length, ...brushingDocs.map((brush, i) => { + if (proto && brushingDocs) { + let mapped = brushingDocs.map((brush, i) => { brush.backgroundColor = StyleConstants.BRUSH_COLORS[i % StyleConstants.BRUSH_COLORS.length]; let brushed = DocListCast(brush.brushingDocs); return { l: brush, b: brushed[0][Id] === proto[Id] ? brushed[1] : brushed[0] }; - })); + }); + this.HistoOp.BrushLinks.splice(0, this.HistoOp.BrushLinks.length, ...mapped); } }, { fireImmediately: true }); reaction(() => this.createOperationParamsCache, () => this.HistoOp.Update(), { fireImmediately: true }); diff --git a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx b/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx index 721bf6a89..350987695 100644 --- a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx +++ b/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx @@ -11,9 +11,6 @@ import { StyleConstants } from "../../northstar/utils/StyleContants"; import { HistogramBinPrimitiveCollection, HistogramBinPrimitive } from "./HistogramBinPrimitiveCollection"; import { HistogramBox } from "./HistogramBox"; import "./HistogramBoxPrimitives.scss"; -import { JSXElement } from "babel-types"; -import { Utils } from "../utils/Utils"; -import { all } from "bluebird"; export interface HistogramPrimitivesProps { HistoBox: HistogramBox; diff --git a/src/client/northstar/manager/Gateway.ts b/src/client/northstar/manager/Gateway.ts index d26f2724f..c541cce6a 100644 --- a/src/client/northstar/manager/Gateway.ts +++ b/src/client/northstar/manager/Gateway.ts @@ -23,6 +23,18 @@ export class Gateway { } } + public async PostSchema(csvdata: string, schemaname: string): Promise { + try { + const json = await this.MakePostJsonRequest("postSchema", { csv: csvdata, schema: schemaname }); + // const cat = Catalog.fromJS(json); + // return cat; + return json; + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + public async GetSchema(pathname: string, schemaname: string): Promise { try { const json = await this.MakeGetRequest("schema", undefined, { path: pathname, schema: schemaname }); diff --git a/src/client/northstar/model/ModelHelpers.ts b/src/client/northstar/model/ModelHelpers.ts index ac807b41f..80bb71224 100644 --- a/src/client/northstar/model/ModelHelpers.ts +++ b/src/client/northstar/model/ModelHelpers.ts @@ -31,7 +31,15 @@ export class ModelHelpers { } public static GetAggregateParametersIndex(histogramResult: HistogramResult, aggParameters?: AggregateParameters): number { - return ArrayUtil.IndexOfWithEqual(histogramResult.aggregateParameters!, aggParameters); + return Array.from(histogramResult.aggregateParameters!).findIndex((value, i, set) => { + if (set[i] instanceof CountAggregateParameters && value instanceof CountAggregateParameters) + return true; + if (set[i] instanceof MarginAggregateParameters && value instanceof MarginAggregateParameters) + return true; + if (set[i] instanceof SumAggregateParameters && value instanceof SumAggregateParameters) + return true; + return false; + }); } public static GetAggregateParameter(distinctAttributeParameters: AttributeParameters | undefined, atm: AttributeTransformationModel): AggregateParameters | undefined { diff --git a/src/client/northstar/model/idea/idea.ts b/src/client/northstar/model/idea/idea.ts index 9d9d60678..c73a822c7 100644 --- a/src/client/northstar/model/idea/idea.ts +++ b/src/client/northstar/model/idea/idea.ts @@ -22,6 +22,9 @@ export abstract class AggregateParameters implements IAggregateParameters { protected _discriminator: string; + public Equals(other: Object): boolean { + return this == other; + } constructor(data?: IAggregateParameters) { if (data) { for (var property in data) { @@ -204,6 +207,9 @@ export interface IAverageAggregateParameters extends ISingleDimensionAggregatePa export abstract class AttributeParameters implements IAttributeParameters { visualizationHints?: VisualizationHint[] | undefined; rawName?: string | undefined; + public Equals(other: Object): boolean { + return this == other; + } protected _discriminator: string; diff --git a/src/client/northstar/operations/BaseOperation.ts b/src/client/northstar/operations/BaseOperation.ts index c6d5f0a15..0d1361ebf 100644 --- a/src/client/northstar/operations/BaseOperation.ts +++ b/src/client/northstar/operations/BaseOperation.ts @@ -25,23 +25,6 @@ export abstract class BaseOperation { @computed public get FilterString(): string { - - // let filterModels: FilterModel[] = []; - // return FilterModel.GetFilterModelsRecursive(this, new Set>(), filterModels, true) - // if (this.OverridingFilters.length > 0) { - // return "(" + this.OverridingFilters.filter(fm => fm !== null).map(fm => fm.ToPythonString()).join(" || ") + ")"; - // } - // let rdg = MainManager.Instance.MainViewModel.FilterReverseDependencyGraph; - // let sliceModel = this.TypedViewModel.IncomingSliceModel; - // if (sliceModel !== null && sliceModel.Source !== null && instanceOfIBaseFilterProvider(sliceModel.Source) && rdg.has(sliceModel.Source)) { - // let filterModels = sliceModel.Source.FilterModels.map(f => f); - // return FilterModel.GetFilterModelsRecursive(rdg.get(sliceModel.Source), new Set>(), filterModels, false); - // } - - // if (rdg.has(this.TypedViewModel)) { - // let filterModels = []; - // return FilterModel.GetFilterModelsRecursive(rdg.get(this.TypedViewModel), new Set>(), filterModels, true) - // } return ""; } diff --git a/src/client/northstar/operations/HistogramOperation.ts b/src/client/northstar/operations/HistogramOperation.ts index 78b206bdc..74e23ea48 100644 --- a/src/client/northstar/operations/HistogramOperation.ts +++ b/src/client/northstar/operations/HistogramOperation.ts @@ -30,7 +30,7 @@ export class HistogramOperation extends BaseOperation implements IBaseFilterCons @observable public V: AttributeTransformationModel; @observable public SchemaName: string; @observable public QRange: QuantitativeBinRange | undefined; - @computed public get Schema() { return CurrentUserUtils.GetNorthstarSchema(this.SchemaName); } + public get Schema() { return CurrentUserUtils.GetNorthstarSchema(this.SchemaName); } constructor(schemaName: string, x: AttributeTransformationModel, y: AttributeTransformationModel, v: AttributeTransformationModel, normalized?: number) { super(); @@ -41,7 +41,11 @@ export class HistogramOperation extends BaseOperation implements IBaseFilterCons this.SchemaName = schemaName; } - Copy(): HistogramOperation { + public static Duplicate(op: HistogramOperation) { + + return new HistogramOperation(op.SchemaName, op.X, op.Y, op.V, op.Normalization); + } + public Copy(): HistogramOperation { return new HistogramOperation(this.SchemaName, this.X, this.Y, this.V, this.Normalization); } @@ -50,7 +54,7 @@ export class HistogramOperation extends BaseOperation implements IBaseFilterCons } - @computed public get FilterModels() { + public get FilterModels() { return this.BarFilterModels; } @action @@ -71,9 +75,7 @@ export class HistogramOperation extends BaseOperation implements IBaseFilterCons return FilterModel.GetFilterModelsRecursive(this, new Set(), filterModels, true); } - @computed public get BrushString(): string[] { - trace(); let brushes: string[] = []; this.BrushLinks.map(brushLink => { let brushHistogram = Cast(brushLink.b.data, HistogramField); diff --git a/src/client/views/Main.tsx b/src/client/views/Main.tsx index 66205f8ca..385fc6ead 100644 --- a/src/client/views/Main.tsx +++ b/src/client/views/Main.tsx @@ -12,13 +12,6 @@ import { CurrentUserUtils } from '../../server/authentication/models/current_use import { RouteStore } from '../../server/RouteStore'; import { emptyFunction, returnTrue, Utils, returnOne, returnZero } from '../../Utils'; import { Docs } from '../documents/Documents'; -import { ColumnAttributeModel } from '../northstar/core/attribute/AttributeModel'; -import { AttributeTransformationModel } from '../northstar/core/attribute/AttributeTransformationModel'; -import { Gateway, NorthstarSettings } from '../northstar/manager/Gateway'; -import { AggregateFunction, Catalog } from '../northstar/model/idea/idea'; -import '../northstar/model/ModelExtensions'; -import { HistogramOperation } from '../northstar/operations/HistogramOperation'; -import '../northstar/utils/Extensions'; import { SetupDrag, DragManager } from '../util/DragManager'; import { Transform } from '../util/Transform'; import { UndoManager } from '../util/UndoManager'; @@ -70,8 +63,6 @@ export class Main extends React.Component { } } - CurrentUserUtils.loadCurrentUser(); - library.add(faFont); library.add(faImage); library.add(faFilePdf); @@ -84,15 +75,8 @@ export class Main extends React.Component { library.add(faFilm); library.add(faMusic); library.add(faTree); - this.initEventListeners(); this.initAuthenticationRouters(); - - // try { - // this.initializeNorthstar(); - // } catch (e) { - - // } } componentDidMount() { window.onpopstate = this.onHistory; } @@ -155,7 +139,7 @@ export class Main extends React.Component { // bcz: strangely, we need a timeout to prevent exceptions/issues initializing GoldenLayout (the rendering engine for Main Container) setTimeout(() => { this.openWorkspace(mainDoc); - let pendingDocument = Docs.SchemaDocument([], { title: "New Mobile Uploads" }); + let pendingDocument = Docs.SchemaDocument(["title"], [], { title: "New Mobile Uploads" }); mainDoc.optionalRightCollection = pendingDocument; }, 0); } @@ -229,7 +213,7 @@ export class Main extends React.Component { let addTextNode = action(() => Docs.TextDocument({ borderRounding: -1, width: 200, height: 200, title: "a text note" })); let addColNode = action(() => Docs.FreeformDocument([], { width: 200, height: 200, title: "a freeform collection" })); - let addSchemaNode = action(() => Docs.SchemaDocument([], { width: 200, height: 200, title: "a schema collection" })); + let addSchemaNode = action(() => Docs.SchemaDocument(["title"], [], { width: 200, height: 200, title: "a schema collection" })); let addTreeNode = action(() => Docs.TreeDocument([CurrentUserUtils.UserDocument], { width: 250, height: 400, title: "Library:" + CurrentUserUtils.email, dropAction: "alias" })); // let addTreeNode = action(() => Docs.TreeDocument(this._northstarSchemas, { width: 250, height: 400, title: "northstar schemas", dropAction: "copy" })); let addVideoNode = action(() => Docs.VideoDocument(videourl, { width: 200, title: "video node" })); @@ -300,40 +284,6 @@ export class Main extends React.Component {
); } - - // --------------- Northstar hooks ------------- / - private _northstarSchemas: Doc[] = []; - - @action SetNorthstarCatalog(ctlog: Catalog) { - CurrentUserUtils.NorthstarDBCatalog = ctlog; - if (ctlog && ctlog.schemas) { - ctlog.schemas.map(schema => { - let schemaDocuments: Doc[] = []; - let attributesToBecomeDocs = CurrentUserUtils.GetAllNorthstarColumnAttributes(schema); - Promise.all(attributesToBecomeDocs.reduce((promises, attr) => { - promises.push(DocServer.GetRefField(attr.displayName! + ".alias").then(action((field: Opt) => { - if (field instanceof Doc) { - schemaDocuments.push(field); - } else { - var atmod = new ColumnAttributeModel(attr); - let histoOp = new HistogramOperation(schema.displayName!, - new AttributeTransformationModel(atmod, AggregateFunction.None), - new AttributeTransformationModel(atmod, AggregateFunction.Count), - new AttributeTransformationModel(atmod, AggregateFunction.Count)); - schemaDocuments.push(Docs.HistogramDocument(histoOp, { width: 200, height: 200, title: attr.displayName! })); - } - }))); - return promises; - }, [] as Promise[])).finally(() => - this._northstarSchemas.push(Docs.TreeDocument(schemaDocuments, { width: 50, height: 100, title: schema.displayName! }))); - }); - } - } - async initializeNorthstar(): Promise { - const getEnvironment = await fetch("/assets/env.json", { redirect: "follow", method: "GET", credentials: "include" }); - NorthstarSettings.Instance.UpdateEnvironment(await getEnvironment.json()); - Gateway.Instance.ClearCatalog().then(async () => this.SetNorthstarCatalog(await Gateway.Instance.GetCatalog())); - } } (async () => { diff --git a/src/client/views/collections/CollectionSchemaView.tsx b/src/client/views/collections/CollectionSchemaView.tsx index 9ecccc559..f4ad5b357 100644 --- a/src/client/views/collections/CollectionSchemaView.tsx +++ b/src/client/views/collections/CollectionSchemaView.tsx @@ -20,11 +20,20 @@ import { FieldView, FieldViewProps } from "../nodes/FieldView"; import "./CollectionSchemaView.scss"; import { CollectionSubView } from "./CollectionSubView"; import { Opt, Field, Doc, DocListCastAsync, DocListCast } from "../../../new_fields/Doc"; -import { Cast, FieldValue, NumCast } from "../../../new_fields/Types"; +import { Cast, FieldValue, NumCast, StrCast } from "../../../new_fields/Types"; import { listSpec } from "../../../new_fields/Schema"; import { List } from "../../../new_fields/List"; import { Id } from "../../../new_fields/RefField"; import { isUndefined } from "typescript-collections/dist/lib/util"; +import { CurrentUserUtils } from "../../../server/authentication/models/current_user_utils"; +import { Gateway } from "../../northstar/manager/Gateway"; +import { DocServer } from "../../DocServer"; +import { ColumnAttributeModel } from "../../northstar/core/attribute/AttributeModel"; +import { HistogramOperation } from "../../northstar/operations/HistogramOperation"; +import { AggregateFunction } from "../../northstar/model/idea/idea"; +import { AttributeTransformationModel } from "../../northstar/core/attribute/AttributeTransformationModel"; +import { Docs } from "../../documents/Documents"; +import { ContextMenu } from "../ContextMenu"; // bcz: need to add drag and drop of rows and columns. This seems like it might work for rows: https://codesandbox.io/s/l94mn1q657 @@ -207,6 +216,32 @@ export class CollectionSchemaView extends CollectionSubView(doc => doc) { } } + onContextMenu = (e: React.MouseEvent): void => { + if (!e.isPropagationStopped() && this.props.Document[Id] !== "mainDoc") { // need to test this because GoldenLayout causes a parallel hierarchy in the React DOM for its children and the main document view7 + ContextMenu.Instance.addItem({ description: "Make DB", event: this.makeDB }); + } + } + + @action + makeDB = async () => { + let csv: string = this.columns.reduce((val, col) => val + col + ",", ""); + csv = csv.substr(0, csv.length - 1) + "\n"; + let self = this; + DocListCast(this.props.Document.data).map(doc => { + csv += self.columns.reduce((val, col) => val + (doc[col] ? doc[col]!.toString() : "") + ",", ""); + csv = csv.substr(0, csv.length - 1) + "\n"; + }) + csv.substring(0, csv.length - 1); + let dbName = StrCast(this.props.Document.title); + let res = await Gateway.Instance.PostSchema(csv, dbName); + if (self.props.CollectionView.props.addDocument) { + let schemaDoc = await Docs.DBDocument("https://www.cs.brown.edu/" + dbName, { title: dbName }); + if (schemaDoc) { + self.props.CollectionView.props.addDocument(schemaDoc, false); + } + } + } + @action addColumn = () => { this.columns.push(this._newKeyName); @@ -325,7 +360,7 @@ export class CollectionSchemaView extends CollectionSubView(doc => doc) { const children = this.children; return (
this.onDrop(e, {})} ref={this.createTarget}> + onDrop={(e: React.DragEvent) => this.onDrop(e, {})} onContextMenu={this.onContextMenu} ref={this.createTarget}>
({ diff --git a/src/client/views/collections/collectionFreeForm/MarqueeView.tsx b/src/client/views/collections/collectionFreeForm/MarqueeView.tsx index 24dea200e..be7cddca6 100644 --- a/src/client/views/collections/collectionFreeForm/MarqueeView.tsx +++ b/src/client/views/collections/collectionFreeForm/MarqueeView.tsx @@ -17,6 +17,9 @@ import { InkField, StrokeData } from "../../../../new_fields/InkField"; import { List } from "../../../../new_fields/List"; import { ImageField } from "../../../../new_fields/URLField"; import { Template, Templates } from "../../Templates"; +import { Gateway } from "../../../northstar/manager/Gateway"; +import { DocServer } from "../../../DocServer"; +import { Id } from "../../../../new_fields/RefField"; interface MarqueeViewProps { getContainerTransform: () => Transform; @@ -111,8 +114,8 @@ export class MarqueeView extends React.Component doc.title = i.toString(); docList.push(doc); } - let newCol = Docs.SchemaDocument(docList, { x: x, y: y, title: "-dropped table-", width: 300, height: 100 }); - newCol.proto!.schemaColumns = new List([...(groupAttr ? ["_group"] : []), ...columns.filter(c => c)]); + let newCol = Docs.SchemaDocument([...(groupAttr ? ["_group"] : []), ...columns.filter(c => c)], docList, { x: x, y: y, title: "droppedTable", width: 300, height: 100 }); + this.props.addDocument(newCol, false); } })(); diff --git a/src/client/views/nodes/DocumentView.tsx b/src/client/views/nodes/DocumentView.tsx index b7ad9249a..c97bcbd94 100644 --- a/src/client/views/nodes/DocumentView.tsx +++ b/src/client/views/nodes/DocumentView.tsx @@ -306,7 +306,7 @@ export class DocumentView extends DocComponent(Docu cm.addItem({ description: "Find aliases", event: async () => { const aliases = await SearchUtil.GetAliasesOfDocument(this.props.Document); - CollectionDockingView.Instance.AddRightSplit(Docs.SchemaDocument(aliases, {})); + CollectionDockingView.Instance.AddRightSplit(Docs.SchemaDocument(["title"], aliases, {})); } }); cm.addItem({ description: "Copy URL", event: () => Utils.CopyText(DocServer.prepend("/doc/" + this.props.Document[Id])) }); diff --git a/src/server/authentication/models/current_user_utils.ts b/src/server/authentication/models/current_user_utils.ts index 5f45d7bcc..5b63ac356 100644 --- a/src/server/authentication/models/current_user_utils.ts +++ b/src/server/authentication/models/current_user_utils.ts @@ -1,15 +1,21 @@ import { computed, observable, action, runInAction } from "mobx"; import * as rp from 'request-promise'; import { Docs } from "../../../client/documents/Documents"; -import { Attribute, AttributeGroup, Catalog, Schema } from "../../../client/northstar/model/idea/idea"; +import { Attribute, AttributeGroup, Catalog, Schema, AggregateFunction } from "../../../client/northstar/model/idea/idea"; import { ArrayUtil } from "../../../client/northstar/utils/ArrayUtil"; import { RouteStore } from "../../RouteStore"; import { DocServer } from "../../../client/DocServer"; -import { Doc } from "../../../new_fields/Doc"; +import { Doc, Opt, Field } from "../../../new_fields/Doc"; import { List } from "../../../new_fields/List"; import { CollectionViewType } from "../../../client/views/collections/CollectionBaseView"; import { CollectionTreeView } from "../../../client/views/collections/CollectionTreeView"; import { CollectionView } from "../../../client/views/collections/CollectionView"; +import { NorthstarSettings, Gateway } from "../../../client/northstar/manager/Gateway"; +import { AttributeTransformationModel } from "../../../client/northstar/core/attribute/AttributeTransformationModel"; +import { ColumnAttributeModel } from "../../../client/northstar/core/attribute/AttributeModel"; +import { HistogramOperation } from "../../../client/northstar/operations/HistogramOperation"; +import { Cast, PromiseValue } from "../../../new_fields/Types"; +import { listSpec } from "../../../new_fields/Schema"; export class CurrentUserUtils { private static curr_email: string; @@ -31,13 +37,13 @@ export class CurrentUserUtils { doc.title = this.email; doc.data = new List(); doc.excludeFromLibrary = true; - doc.optionalRightCollection = Docs.SchemaDocument([], { title: "Pending documents" }); + doc.optionalRightCollection = Docs.SchemaDocument(["title"], [], { title: "Pending documents" }); // doc.library = Docs.TreeDocument([doc], { title: `Library: ${CurrentUserUtils.email}` }); // (doc.library as Doc).excludeFromLibrary = true; return doc; } - public static loadCurrentUser(): Promise { + public static async loadCurrentUser(): Promise { let userPromise = rp.get(DocServer.prepend(RouteStore.getCurrUser)).then(response => { if (response) { let obj = JSON.parse(response); @@ -47,7 +53,7 @@ export class CurrentUserUtils { throw new Error("There should be a user! Why does Dash think there isn't one?"); } }); - let userDocPromise = rp.get(DocServer.prepend(RouteStore.getUserDocumentId)).then(id => { + let userDocPromise = await rp.get(DocServer.prepend(RouteStore.getUserDocumentId)).then(id => { if (id) { return DocServer.GetRefField(id).then(field => runInAction(() => this.user_document = field instanceof Doc ? field : this.createUserDocument(id))); @@ -55,14 +61,63 @@ export class CurrentUserUtils { throw new Error("There should be a user id! Why does Dash think there isn't one?"); } }); + try { + const getEnvironment = await fetch("/assets/env.json", { redirect: "follow", method: "GET", credentials: "include" }); + NorthstarSettings.Instance.UpdateEnvironment(await getEnvironment.json()); + await Gateway.Instance.ClearCatalog(); + const extraSchemas = Cast(CurrentUserUtils.UserDocument.DBSchemas, listSpec("string"), []); + let extras = await Promise.all(extraSchemas.map(async sc => await Gateway.Instance.GetSchema("", sc))); + let catprom = CurrentUserUtils.SetNorthstarCatalog(await Gateway.Instance.GetCatalog(), extras); + if (catprom) await Promise.all(catprom); + } catch (e) { + + } return Promise.all([userPromise, userDocPromise]); } /* Northstar catalog ... really just for testing so this should eventually go away */ + // --------------- Northstar hooks ------------- / + static _northstarSchemas: Doc[] = []; @observable private static _northstarCatalog?: Catalog; @computed public static get NorthstarDBCatalog() { return this._northstarCatalog; } + + @action static SetNorthstarCatalog(ctlog: Catalog, extras: Catalog[]) { + CurrentUserUtils.NorthstarDBCatalog = ctlog; + if (ctlog && ctlog.schemas) { + extras.map(ex => ctlog.schemas!.push(ex)); + return ctlog.schemas.map(async schema => { + let schemaDocuments: Doc[] = []; + let attributesToBecomeDocs = CurrentUserUtils.GetAllNorthstarColumnAttributes(schema); + await Promise.all(attributesToBecomeDocs.reduce((promises, attr) => { + promises.push(DocServer.GetRefField(attr.displayName! + ".alias").then(action((field: Opt) => { + if (field instanceof Doc) { + schemaDocuments.push(field); + } else { + var atmod = new ColumnAttributeModel(attr); + let histoOp = new HistogramOperation(schema.displayName!, + new AttributeTransformationModel(atmod, AggregateFunction.None), + new AttributeTransformationModel(atmod, AggregateFunction.Count), + new AttributeTransformationModel(atmod, AggregateFunction.Count)); + schemaDocuments.push(Docs.HistogramDocument(histoOp, { width: 200, height: 200, title: attr.displayName! })); + } + }))); + return promises; + }, [] as Promise[])); + return CurrentUserUtils._northstarSchemas.push(Docs.TreeDocument(schemaDocuments, { width: 50, height: 100, title: schema.displayName! })); + }); + } + } public static set NorthstarDBCatalog(ctlog: Catalog | undefined) { this._northstarCatalog = ctlog; } + public static AddNorthstarSchema(schema: Schema, schemaDoc: Doc) { + if (this._northstarCatalog && CurrentUserUtils._northstarSchemas) { + this._northstarCatalog.schemas!.push(schema); + CurrentUserUtils._northstarSchemas.push(schemaDoc); + let schemas = Cast(CurrentUserUtils.UserDocument.DBSchemas, listSpec("string"), []); + schemas.push(schema.displayName!); + CurrentUserUtils.UserDocument.DBSchemas = new List(schemas); + } + } public static GetNorthstarSchema(name: string): Schema | undefined { return !this._northstarCatalog || !this._northstarCatalog.schemas ? undefined : ArrayUtil.FirstOrDefault(this._northstarCatalog.schemas, (s: Schema) => s.displayName === name); -- cgit v1.2.3-70-g09d2