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authorbob <bcz@cs.brown.edu>2019-03-19 15:50:54 -0400
committerbob <bcz@cs.brown.edu>2019-03-19 15:50:54 -0400
commit5e416c352ebfb875482f890c6362fee5f84af1f6 (patch)
treeebae4c0750c2da9194c8a5ed34c0855b4dfaa6a9
parent4126d3b15d8a93004df4e6eefe485c9f1fb86a00 (diff)
started to integrate Northstar. changed server port to 4321.
-rw-r--r--deploy/assets/env.json15
-rw-r--r--package.json3
-rw-r--r--src/client/Server.ts2
-rw-r--r--src/client/northstar/manager/Gateway.ts269
-rw-r--r--src/client/northstar/model/idea/MetricTypeMapping.ts30
-rw-r--r--src/client/northstar/model/idea/idea.ts8551
-rw-r--r--src/client/views/Main.tsx28
-rw-r--r--src/client/views/collections/CollectionSchemaView.tsx4
-rw-r--r--src/server/index.ts2
-rw-r--r--webpack.config.js2
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: {