diff options
| -rw-r--r-- | deploy/assets/env.json | 15 | ||||
| -rw-r--r-- | package.json | 3 | ||||
| -rw-r--r-- | src/client/Server.ts | 2 | ||||
| -rw-r--r-- | src/client/northstar/manager/Gateway.ts | 269 | ||||
| -rw-r--r-- | src/client/northstar/model/idea/MetricTypeMapping.ts | 30 | ||||
| -rw-r--r-- | src/client/northstar/model/idea/idea.ts | 8551 | ||||
| -rw-r--r-- | src/client/views/Main.tsx | 28 | ||||
| -rw-r--r-- | src/client/views/collections/CollectionSchemaView.tsx | 4 | ||||
| -rw-r--r-- | src/server/index.ts | 2 | ||||
| -rw-r--r-- | webpack.config.js | 2 |
10 files changed, 8896 insertions, 10 deletions
diff --git a/deploy/assets/env.json b/deploy/assets/env.json new file mode 100644 index 000000000..80963ea0d --- /dev/null +++ b/deploy/assets/env.json @@ -0,0 +1,15 @@ +{ + "IS_DARPA": false, + "IS_IGT": false, + "IS_MENU_FIXED": true, + "SERVER_URL": "http://localhost:1234", + "SERVER_API_PATH": "api", + "SAMPLE_SIZE": 100000, + "X_BINS": 15, + "Y_BINS": 15, + "SPLASH_TIME_IN_MS": 0, + "SHOW_FPS_COUNTER": true, + "SHOW_SHUTDOWN_BUTTON": false, + "DEGREE_OF_PARALLISM": 1, + "SHOW_WARNINGS": false +}
\ No newline at end of file diff --git a/package.json b/package.json index 7ed94c508..c87e31bc4 100644 --- a/package.json +++ b/package.json @@ -38,9 +38,9 @@ "@fortawesome/free-solid-svg-icons": "^5.7.2", "@fortawesome/react-fontawesome": "^0.1.4", "@hig/flyout": "^1.0.3", - "@types/async": "^2.4.1", "@hig/theme-context": "^2.1.3", "@hig/theme-data": "^2.3.3", + "@types/async": "^2.4.1", "@types/bcrypt-nodejs": "0.0.30", "@types/bluebird": "^3.5.25", "@types/body-parser": "^1.17.0", @@ -149,6 +149,7 @@ "socket.io": "^2.2.0", "socket.io-client": "^2.2.0", "socketio": "^1.0.0", + "typescript-collections": "^1.3.2", "url-loader": "^1.1.2", "uuid": "^3.3.2", "xoauth2": "^1.2.0" diff --git a/src/client/Server.ts b/src/client/Server.ts index 3fb1ae878..bbdc27397 100644 --- a/src/client/Server.ts +++ b/src/client/Server.ts @@ -9,7 +9,7 @@ import { MessageStore, Types } from "./../server/Message"; export class Server { public static ClientFieldsCached: ObservableMap<FieldId, Field | FIELD_WAITING> = new ObservableMap(); - static Socket: SocketIOClient.Socket = OpenSocket(`${window.location.protocol}//${window.location.hostname}:1234`); + static Socket: SocketIOClient.Socket = OpenSocket(`${window.location.protocol}//${window.location.hostname}:4321`); static GUID: string = Utils.GenerateGuid() diff --git a/src/client/northstar/manager/Gateway.ts b/src/client/northstar/manager/Gateway.ts new file mode 100644 index 000000000..5ae5e4f47 --- /dev/null +++ b/src/client/northstar/manager/Gateway.ts @@ -0,0 +1,269 @@ +import { Catalog, OperationReference, Result, CompileResults } from "../model/idea/idea" +import { computed, observable, action } from "mobx"; + +export class Gateway { + + private static _instance: Gateway; + + private constructor() { + } + + public static get Instance() { + return this._instance || (this._instance = new this()); + } + + public async GetCatalog(): Promise<Catalog> { + try { + const json = await this.MakeGetRequest("catalog"); + const cat = Catalog.fromJS(json); + return cat; + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + + public async ClearCatalog(): Promise<void> { + try { + const json = await this.MakePostJsonRequest("Datamart/ClearAllAugmentations", {}); + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + + public async TerminateServer(): Promise<void> { + try { + const url = Gateway.ConstructUrl("terminateServer"); + const response = await fetch(url, + { + redirect: "follow", + method: "POST", + credentials: "include" + }); + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + + public async Compile(data: any): Promise<CompileResults | undefined> { + const json = await this.MakePostJsonRequest("compile", data); + if (json != null) { + const cr = CompileResults.fromJS(json); + return cr; + } + } + + public async SubmitResult(data: any): Promise<void> { + try { + console.log(data); + const url = Gateway.ConstructUrl("submitProblem"); + const response = await fetch(url, + { + redirect: "follow", + method: "POST", + credentials: "include", + body: JSON.stringify(data) + }); + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + + public async SpecifyProblem(data: any): Promise<void> { + try { + console.log(data); + const url = Gateway.ConstructUrl("specifyProblem"); + const response = await fetch(url, + { + redirect: "follow", + method: "POST", + credentials: "include", + body: JSON.stringify(data) + }); + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + + public async ExportToScript(solutionId: string): Promise<string> { + try { + const url = Gateway.ConstructUrl("exportsolution/script/" + solutionId); + const response = await fetch(url, + { + redirect: "follow", + method: "GET", + credentials: "include" + }); + return await response.text(); + } + catch (error) { + throw new Error("can not reach northstar's backend"); + } + } + + + public async StartOperation(data: any): Promise<OperationReference | undefined> { + const json = await this.MakePostJsonRequest("operation", data); + if (json != null) { + const or = OperationReference.fromJS(json); + return or; + } + } + + public async GetResult(data: any): Promise<Result | undefined> { + const json = await this.MakePostJsonRequest("result", data); + if (json != null) { + const res = Result.fromJS(json); + return res; + } + } + + public async PauseOperation(data: any): Promise<void> { + const url = Gateway.ConstructUrl("pause"); + await fetch(url, + { + redirect: "follow", + method: "POST", + credentials: "include", + body: JSON.stringify(data) + }); + } + + public async MakeGetRequest(endpoint: string, signal?: AbortSignal): Promise<any> { + const url = Gateway.ConstructUrl(endpoint); + const response = await fetch(url, + { + redirect: "follow", + method: "GET", + credentials: "include", + signal + }); + const json = await response.json(); + return json; + } + + public async MakePostJsonRequest(endpoint: string, data: any, signal?: AbortSignal): Promise<any> { + const url = Gateway.ConstructUrl(endpoint); + const response = await fetch(url, + { + redirect: "follow", + method: "POST", + credentials: "include", + body: JSON.stringify(data), + signal + }); + const json = await response.json(); + return json; + } + + + public static ConstructUrl(appendix: string): string { + let base = Settings.Instance.ServerUrl; + if (base.slice(-1) == "/") { + base = base.slice(0, -1); + } + let url = base + "/" + Settings.Instance.ServerApiPath + "/" + appendix; + return url; + } +} + +declare var ENV: any; + +export class Settings { + private _environment: any; + + @observable + public ServerUrl: string = document.URL; + + @observable + public ServerApiPath?: string; + + @observable + public SampleSize?: number; + + @observable + public XBins?: number; + + @observable + public YBins?: number; + + @observable + public SplashTimeInMS?: number; + + @observable + public ShowFpsCounter?: boolean; + + @observable + public IsMenuFixed?: boolean; + + @observable + public ShowShutdownButton?: boolean; + + @observable + public IsDarpa?: boolean; + + @observable + public IsIGT?: boolean; + + @observable + public DegreeOfParallelism?: number; + + @observable + public ShowWarnings?: boolean; + + @computed + public get IsDev(): boolean { + return ENV.IsDev; + } + + @computed + public get TestDataFolderPath(): string { + return this.Origin + "testdata/"; + } + + @computed + public get Origin(): string { + return window.location.origin + "/"; + } + + private static _instance: Settings; + + @action + public Update(environment: any): void { + /*let serverParam = new URL(document.URL).searchParams.get("serverUrl"); + if (serverParam) { + if (serverParam === "debug") { + this.ServerUrl = `http://${window.location.hostname}:1234`; + } + else { + this.ServerUrl = serverParam; + } + } + else { + this.ServerUrl = environment["SERVER_URL"] ? environment["SERVER_URL"] : document.URL; + }*/ + this.ServerUrl = environment["SERVER_URL"] ? environment["SERVER_URL"] : document.URL; + this.ServerApiPath = environment["SERVER_API_PATH"]; + this.SampleSize = environment["SAMPLE_SIZE"]; + this.XBins = environment["X_BINS"]; + this.YBins = environment["Y_BINS"]; + this.SplashTimeInMS = environment["SPLASH_TIME_IN_MS"]; + this.ShowFpsCounter = environment["SHOW_FPS_COUNTER"]; + this.ShowShutdownButton = environment["SHOW_SHUTDOWN_BUTTON"]; + this.IsMenuFixed = environment["IS_MENU_FIXED"]; + this.IsDarpa = environment["IS_DARPA"]; + this.IsIGT = environment["IS_IGT"]; + this.DegreeOfParallelism = environment["DEGREE_OF_PARALLISM"]; + } + + public static get Instance(): Settings { + if (!this._instance) { + this._instance = new Settings(); + } + return this._instance; + } +} 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 */ +//---------------------- +// <auto-generated> +// Generated using the NSwag toolchain v11.19.2.0 (NJsonSchema v9.10.73.0 (Newtonsoft.Json v9.0.0.0)) (http://NSwag.org) +// </auto-generated> +//---------------------- +// 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)) + (<any>this)[property] = (<any>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"]) : <any>undefined; + this.distinctAttributeParameters = data["DistinctAttributeParameters"] ? AttributeParameters.fromJS(data["DistinctAttributeParameters"]) : <any>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() : <any>undefined; + data["DistinctAttributeParameters"] = this.distinctAttributeParameters ? this.distinctAttributeParameters.toJSON() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + this._discriminator = "BinningParameters"; + } + + init(data?: any) { + if (data) { + this.attributeParameters = data["AttributeParameters"] ? AttributeParameters.fromJS(data["AttributeParameters"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.rootAttributeGroup = data["RootAttributeGroup"] ? AttributeGroup.fromJS(data["RootAttributeGroup"]) : <any>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"]) : <any>undefined; + this.distinctAttributeParameters = data["DistinctAttributeParameters"] ? AttributeParameters.fromJS(data["DistinctAttributeParameters"]) : <any>undefined; + this.darpaDatasetDoc = data["DarpaDatasetDoc"] ? DarpaDatasetDoc.fromJS(data["DarpaDatasetDoc"]) : <any>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() : <any>undefined; + data["DisplayName"] = this.displayName; + data["AugmentedFrom"] = this.augmentedFrom; + data["RawName"] = this.rawName; + data["ProblemDescription"] = this.problemDescription; + data["DarpaProblemDoc"] = this.darpaProblemDoc ? this.darpaProblemDoc.toJSON() : <any>undefined; + data["DistinctAttributeParameters"] = this.distinctAttributeParameters ? this.distinctAttributeParameters.toJSON() : <any>undefined; + data["DarpaDatasetDoc"] = this.darpaDatasetDoc ? this.darpaDatasetDoc.toJSON() : <any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.about = data["about"] ? ProblemAbout.fromJS(data["about"]) : <any>undefined; + this.inputs = data["inputs"] ? ProblemInputs.fromJS(data["inputs"]) : <any>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() : <any>undefined; + data["inputs"] = this.inputs ? this.inputs.toJSON() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.about = data["about"] ? DatasetAbout.fromJS(data["about"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.message = data["Message"]; + this.innerException = data["InnerException"] ? Exception.fromJS(data["InnerException"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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"]) : <any>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() : <any>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"]) : <any>undefined; + this.budget = data["Budget"]; + this.modelId = data["ModelId"] ? ModelId.fromJS(data["ModelId"]) : <any>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() : <any>undefined; + data["Budget"] = this.budget; + data["ModelId"] = this.modelId ? this.modelId.toJSON() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.id = data["Id"]; + this.userComment = data["UserComment"]; + this.optimizerOperationParameters = data["OptimizerOperationParameters"] ? OptimizerOperationParameters.fromJS(data["OptimizerOperationParameters"]) : <any>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() : <any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.histogramResult = data["HistogramResult"] ? HistogramResult.fromJS(data["HistogramResult"]) : <any>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"]) : <any>undefined; + this.effectSize = data["EffectSize"]; + this.hypothesisTestResult = data["HypothesisTestResult"] ? HypothesisTestResult.fromJS(data["HypothesisTestResult"]) : <any>undefined; + this.id = data["Id"]; + this.xAttribute = data["XAttribute"] ? Attribute.fromJS(data["XAttribute"]) : <any>undefined; + this.yAttribute = data["YAttribute"] ? Attribute.fromJS(data["YAttribute"]) : <any>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() : <any>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() : <any>undefined; + data["EffectSize"] = this.effectSize; + data["HypothesisTestResult"] = this.hypothesisTestResult ? this.hypothesisTestResult.toJSON() : <any>undefined; + data["Id"] = this.id; + data["XAttribute"] = this.xAttribute ? this.xAttribute.toJSON() : <any>undefined; + data["YAttribute"] = this.yAttribute ? this.yAttribute.toJSON() : <any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.attribute = data["Attribute"] ? Attribute.fromJS(data["Attribute"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>undefined; + this.score = data["Score"] ? Score.fromJS(data["Score"]) : <any>undefined; + this.naiveScore = data["NaiveScore"] ? Score.fromJS(data["NaiveScore"]) : <any>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() : <any>undefined; + data["Score"] = this.score ? this.score.toJSON() : <any>undefined; + data["NaiveScore"] = this.naiveScore ? this.naiveScore.toJSON() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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]) : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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"]) : <any>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() : <any>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"]) : <any>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() : <any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>data)[property]; + } + } + } + + init(data?: any) { + if (data) { + this.jointDist = data["JointDist"] ? DistParameter.fromJS(data["JointDist"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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"]) : <any>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() : <any>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"]) : <any>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() : <any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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)) + (<any>this)[property] = (<any>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; +} + diff --git a/src/client/views/Main.tsx b/src/client/views/Main.tsx index 8a52a501c..ac51a7d87 100644 --- a/src/client/views/Main.tsx +++ b/src/client/views/Main.tsx @@ -43,6 +43,8 @@ import { CurrentUserUtils } from '../../server/authentication/models/current_use import { Field, Opt } from '../../fields/Field'; import { ListField } from '../../fields/ListField'; import { map } from 'bluebird'; +import { Gateway, Settings } from '../northstar/manager/Gateway'; +import { Catalog } from '../northstar/model/idea/idea'; @observer export class Main extends React.Component { @@ -52,6 +54,7 @@ export class Main extends React.Component { @observable private userWorkspaces: Document[] = []; @observable public pwidth: number = 0; @observable public pheight: number = 0; + @observable private _northstarCatalog: Catalog | undefined = undefined; public mainDocId: string | undefined; private currentUser?: DashUserModel; @@ -65,7 +68,9 @@ export class Main extends React.Component { if (window.location.pathname !== RouteStore.home) { let pathname = window.location.pathname.split("/"); this.mainDocId = pathname[pathname.length - 1]; - } + }; + + this.initializeNorthstar(); CurrentUserUtils.loadCurrentUser(); @@ -82,9 +87,26 @@ export class Main extends React.Component { library.add(faMusic); this.initEventListeners(); - Documents.initProtos(() => { - this.initAuthenticationRouters(); + Documents.initProtos(() => this.initAuthenticationRouters()); + } + + @action SetNorthstarCatalog(ctlog: Catalog) { + this._northstarCatalog = ctlog; + if (this._northstarCatalog) { + console.log("CATALOG " + this._northstarCatalog.schemas); + } + } + async initializeNorthstar(): Promise<void> { + let envPath = "assets/env.json"; + const response = await fetch(envPath, { + redirect: "follow", + method: "GET", + credentials: "include" }); + const env = await response.json(); + Settings.Instance.Update(env); + let cat = Gateway.Instance.ClearCatalog(); + cat.then(async () => this.SetNorthstarCatalog(await Gateway.Instance.GetCatalog())); } onHistory = () => { diff --git a/src/client/views/collections/CollectionSchemaView.tsx b/src/client/views/collections/CollectionSchemaView.tsx index 50f5e9618..062babe58 100644 --- a/src/client/views/collections/CollectionSchemaView.tsx +++ b/src/client/views/collections/CollectionSchemaView.tsx @@ -9,7 +9,6 @@ import { Field, Opt } from "../../../fields/Field"; import { KeyStore } from "../../../fields/KeyStore"; import { CompileScript, ToField } from "../../util/Scripting"; import { Transform } from "../../util/Transform"; -import { ContextMenu } from "../ContextMenu"; import { EditableView } from "../EditableView"; import { DocumentView } from "../nodes/DocumentView"; import { FieldView, FieldViewProps } from "../nodes/FieldView"; @@ -27,8 +26,7 @@ import { ListField } from "../../../fields/ListField"; @observer class KeyToggle extends React.Component<{ keyId: string, checked: boolean, toggle: (key: Key) => void }> { - @observable - key: Key | undefined; + @observable key: Key | undefined; componentWillReceiveProps() { Server.GetField(this.props.keyId, action((field: Opt<Field>) => { diff --git a/src/server/index.ts b/src/server/index.ts index 6226dbfe2..d1eb6847d 100644 --- a/src/server/index.ts +++ b/src/server/index.ts @@ -18,7 +18,7 @@ import { getLogin, postLogin, getSignup, postSignup, getLogout, postReset, getFo const config = require('../../webpack.config'); const compiler = webpack(config); const port = 1050; // default port to listen -const serverPort = 1234; +const serverPort = 4321; import * as expressValidator from 'express-validator'; import expressFlash = require('express-flash'); import flash = require('connect-flash'); diff --git a/webpack.config.js b/webpack.config.js index ff03181c9..5ba9dd4b5 100644 --- a/webpack.config.js +++ b/webpack.config.js @@ -77,7 +77,7 @@ module.exports = { compress: false, host: "localhost", contentBase: path.join(__dirname, 'deploy'), - port: 1234, + port: 4321, hot: true, https: false, overlay: { |