diff options
Diffstat (limited to 'src/client/northstar')
45 files changed, 0 insertions, 12098 deletions
diff --git a/src/client/northstar/core/BaseObject.ts b/src/client/northstar/core/BaseObject.ts deleted file mode 100644 index ed3818071..000000000 --- a/src/client/northstar/core/BaseObject.ts +++ /dev/null @@ -1,12 +0,0 @@ -import { IEquatable } from '../utils/IEquatable'; -import { IDisposable } from '../utils/IDisposable'; - -export class BaseObject implements IEquatable, IDisposable { - - public Equals(other: Object): boolean { - return this === other; - } - - public Dispose(): void { - } -}
\ No newline at end of file diff --git a/src/client/northstar/core/attribute/AttributeModel.ts b/src/client/northstar/core/attribute/AttributeModel.ts deleted file mode 100644 index c89b1617c..000000000 --- a/src/client/northstar/core/attribute/AttributeModel.ts +++ /dev/null @@ -1,111 +0,0 @@ -import { Attribute, DataType, VisualizationHint } from '../../model/idea/idea'; -import { BaseObject } from '../BaseObject'; -import { observable } from "mobx"; - -export abstract class AttributeModel extends BaseObject { - public abstract get DisplayName(): string; - public abstract get CodeName(): string; - public abstract get DataType(): DataType; - public abstract get VisualizationHints(): VisualizationHint[]; -} - -export class ColumnAttributeModel extends AttributeModel { - public Attribute: Attribute; - - constructor(attribute: Attribute) { - super(); - this.Attribute = attribute; - } - - public get DataType(): DataType { - return this.Attribute.dataType ? this.Attribute.dataType : DataType.Undefined; - } - - public get DisplayName(): string { - return this.Attribute.displayName ? this.Attribute.displayName.ReplaceAll("_", " ") : ""; - } - - public get CodeName(): string { - return this.Attribute.rawName ? this.Attribute.rawName : ""; - } - - public get VisualizationHints(): VisualizationHint[] { - return this.Attribute.visualizationHints ? this.Attribute.visualizationHints : []; - } - - public Equals(other: ColumnAttributeModel): boolean { - return this.Attribute.rawName === other.Attribute.rawName; - } -} - -export class CodeAttributeModel extends AttributeModel { - private _visualizationHints: VisualizationHint[]; - - public CodeName: string; - - @observable - public Code: string; - - constructor(code: string, codeName: string, displayName: string, visualizationHints: VisualizationHint[]) { - super(); - this.Code = code; - this.CodeName = codeName; - this.DisplayName = displayName; - this._visualizationHints = visualizationHints; - } - - public get DataType(): DataType { - return DataType.Undefined; - } - - @observable - public DisplayName: string; - - public get VisualizationHints(): VisualizationHint[] { - return this._visualizationHints; - } - - public Equals(other: CodeAttributeModel): boolean { - return this.CodeName === other.CodeName; - } - -} - -export class BackendAttributeModel extends AttributeModel { - private _dataType: DataType; - private _displayName: string; - private _codeName: string; - private _visualizationHints: VisualizationHint[]; - - public Id: string; - - constructor(id: string, dataType: DataType, displayName: string, codeName: string, visualizationHints: VisualizationHint[]) { - super(); - this.Id = id; - this._dataType = dataType; - this._displayName = displayName; - this._codeName = codeName; - this._visualizationHints = visualizationHints; - } - - public get DataType(): DataType { - return this._dataType; - } - - public get DisplayName(): string { - return this._displayName.ReplaceAll("_", " "); - } - - public get CodeName(): string { - return this._codeName; - } - - public get VisualizationHints(): VisualizationHint[] { - return this._visualizationHints; - } - - public Equals(other: BackendAttributeModel): boolean { - return this.Id === other.Id; - } - -}
\ No newline at end of file diff --git a/src/client/northstar/core/attribute/AttributeTransformationModel.ts b/src/client/northstar/core/attribute/AttributeTransformationModel.ts deleted file mode 100644 index 66485183b..000000000 --- a/src/client/northstar/core/attribute/AttributeTransformationModel.ts +++ /dev/null @@ -1,52 +0,0 @@ - -import { computed, observable } from "mobx"; -import { AggregateFunction } from "../../model/idea/idea"; -import { AttributeModel } from "./AttributeModel"; -import { IEquatable } from "../../utils/IEquatable"; - -export class AttributeTransformationModel implements IEquatable { - - @observable public AggregateFunction: AggregateFunction; - @observable public AttributeModel: AttributeModel; - - constructor(attributeModel: AttributeModel, aggregateFunction: AggregateFunction = AggregateFunction.None) { - this.AttributeModel = attributeModel; - this.AggregateFunction = aggregateFunction; - } - - @computed - public get PresentedName(): string { - var displayName = this.AttributeModel.DisplayName; - if (this.AggregateFunction === AggregateFunction.Count) { - return "count"; - } - if (this.AggregateFunction === AggregateFunction.Avg) { - displayName = "avg(" + displayName + ")"; - } - else if (this.AggregateFunction === AggregateFunction.Max) { - displayName = "max(" + displayName + ")"; - } - else if (this.AggregateFunction === AggregateFunction.Min) { - displayName = "min(" + displayName + ")"; - } - else if (this.AggregateFunction === AggregateFunction.Sum) { - displayName = "sum(" + displayName + ")"; - } - else if (this.AggregateFunction === AggregateFunction.SumE) { - displayName = "sumE(" + displayName + ")"; - } - - return displayName; - } - - public clone(): AttributeTransformationModel { - var clone = new AttributeTransformationModel(this.AttributeModel); - clone.AggregateFunction = this.AggregateFunction; - return clone; - } - - public Equals(other: AttributeTransformationModel): boolean { - return this.AggregateFunction === other.AggregateFunction && - this.AttributeModel.Equals(other.AttributeModel); - } -}
\ No newline at end of file diff --git a/src/client/northstar/core/attribute/CalculatedAttributeModel.ts b/src/client/northstar/core/attribute/CalculatedAttributeModel.ts deleted file mode 100644 index a197c1305..000000000 --- a/src/client/northstar/core/attribute/CalculatedAttributeModel.ts +++ /dev/null @@ -1,42 +0,0 @@ -import { BackendAttributeModel, AttributeModel, CodeAttributeModel } from "./AttributeModel"; -import { DataType, VisualizationHint } from '../../model/idea/idea'; - -export class CalculatedAttributeManager { - public static AllCalculatedAttributes: Array<AttributeModel> = new Array<AttributeModel>(); - - public static Clear() { - this.AllCalculatedAttributes = new Array<AttributeModel>(); - } - - public static CreateBackendAttributeModel(id: string, dataType: DataType, displayName: string, codeName: string, visualizationHints: VisualizationHint[]): BackendAttributeModel { - var filtered = this.AllCalculatedAttributes.filter(am => { - if (am instanceof BackendAttributeModel && - am.Id === id) { - return true; - } - return false; - }); - if (filtered.length > 0) { - return filtered[0] as BackendAttributeModel; - } - var newAttr = new BackendAttributeModel(id, dataType, displayName, codeName, visualizationHints); - this.AllCalculatedAttributes.push(newAttr); - return newAttr; - } - - public static CreateCodeAttributeModel(code: string, codeName: string, visualizationHints: VisualizationHint[]): CodeAttributeModel { - var filtered = this.AllCalculatedAttributes.filter(am => { - if (am instanceof CodeAttributeModel && - am.CodeName === codeName) { - return true; - } - return false; - }); - if (filtered.length > 0) { - return filtered[0] as CodeAttributeModel; - } - var newAttr = new CodeAttributeModel(code, codeName, codeName.ReplaceAll("_", " "), visualizationHints); - this.AllCalculatedAttributes.push(newAttr); - return newAttr; - } -}
\ No newline at end of file diff --git a/src/client/northstar/core/brusher/IBaseBrushable.ts b/src/client/northstar/core/brusher/IBaseBrushable.ts deleted file mode 100644 index 87f4ba413..000000000 --- a/src/client/northstar/core/brusher/IBaseBrushable.ts +++ /dev/null @@ -1,13 +0,0 @@ -import { PIXIPoint } from '../../utils/MathUtil'; -import { IEquatable } from '../../utils/IEquatable'; -import { Doc } from '../../../../new_fields/Doc'; - -export interface IBaseBrushable<T> extends IEquatable { - BrusherModels: Array<Doc>; - BrushColors: Array<number>; - Position: PIXIPoint; - Size: PIXIPoint; -} -export function instanceOfIBaseBrushable<T>(object: any): object is IBaseBrushable<T> { - return 'BrusherModels' in object; -}
\ No newline at end of file diff --git a/src/client/northstar/core/brusher/IBaseBrusher.ts b/src/client/northstar/core/brusher/IBaseBrusher.ts deleted file mode 100644 index d2de6ed62..000000000 --- a/src/client/northstar/core/brusher/IBaseBrusher.ts +++ /dev/null @@ -1,11 +0,0 @@ -import { PIXIPoint } from '../../utils/MathUtil'; -import { IEquatable } from '../../utils/IEquatable'; - - -export interface IBaseBrusher<T> extends IEquatable { - Position: PIXIPoint; - Size: PIXIPoint; -} -export function instanceOfIBaseBrusher<T>(object: any): object is IBaseBrusher<T> { - return 'BrushableModels' in object; -}
\ No newline at end of file diff --git a/src/client/northstar/core/filter/FilterModel.ts b/src/client/northstar/core/filter/FilterModel.ts deleted file mode 100644 index 6ab96b33d..000000000 --- a/src/client/northstar/core/filter/FilterModel.ts +++ /dev/null @@ -1,83 +0,0 @@ -import { ValueComparison } from "./ValueComparision"; -import { Utils } from "../../utils/Utils"; -import { IBaseFilterProvider } from "./IBaseFilterProvider"; -import { FilterOperand } from "./FilterOperand"; -import { HistogramField } from "../../dash-fields/HistogramField"; -import { Cast, FieldValue } from "../../../../new_fields/Types"; -import { Doc } from "../../../../new_fields/Doc"; - -export class FilterModel { - public ValueComparisons: ValueComparison[]; - constructor() { - this.ValueComparisons = new Array<ValueComparison>(); - } - - public Equals(other: FilterModel): boolean { - if (!Utils.EqualityHelper(this, other)) return false; - if (!this.isSame(this.ValueComparisons, (other).ValueComparisons)) return false; - return true; - } - - private isSame(a: ValueComparison[], b: ValueComparison[]): boolean { - if (a.length !== b.length) { - return false; - } - for (let i = 0; i < a.length; i++) { - let valueComp = a[i]; - if (!valueComp.Equals(b[i])) { - return false; - } - } - return true; - } - - public ToPythonString(): string { - return "(" + this.ValueComparisons.map(vc => vc.ToPythonString()).join("&&") + ")"; - } - - public static And(filters: string[]): string { - let ret = filters.filter(f => f !== "").join(" && "); - return ret; - } - public static GetFilterModelsRecursive(baseOperation: IBaseFilterProvider, visitedFilterProviders: Set<IBaseFilterProvider>, filterModels: FilterModel[], isFirst: boolean): string { - let ret = ""; - visitedFilterProviders.add(baseOperation); - let filtered = baseOperation.FilterModels.filter(fm => fm && fm.ValueComparisons.length > 0); - if (!isFirst && filtered.length > 0) { - filterModels.push(...filtered); - ret = "(" + baseOperation.FilterModels.filter(fm => fm !== null).map(fm => fm.ToPythonString()).join(" || ") + ")"; - } - if (Utils.isBaseFilterConsumer(baseOperation) && baseOperation.Links) { - let children = new Array<string>(); - let linkedGraphNodes = baseOperation.Links; - linkedGraphNodes.map(linkVm => { - let filterDoc = FieldValue(Cast(linkVm.linkedFrom, Doc)); - if (filterDoc) { - let filterHistogram = Cast(filterDoc.data, HistogramField); - if (filterHistogram) { - if (!visitedFilterProviders.has(filterHistogram.HistoOp)) { - let child = FilterModel.GetFilterModelsRecursive(filterHistogram.HistoOp, visitedFilterProviders, filterModels, false); - if (child !== "") { - // if (linkVm.IsInverted) { - // child = "! " + child; - // } - children.push(child); - } - } - } - } - }); - - let childrenJoined = children.join(baseOperation.FilterOperand === FilterOperand.AND ? " && " : " || "); - if (children.length > 0) { - if (ret !== "") { - ret = "(" + ret + " && (" + childrenJoined + "))"; - } - else { - ret = "(" + childrenJoined + ")"; - } - } - } - return ret; - } -}
\ No newline at end of file diff --git a/src/client/northstar/core/filter/FilterOperand.ts b/src/client/northstar/core/filter/FilterOperand.ts deleted file mode 100644 index 2e8e8d6a0..000000000 --- a/src/client/northstar/core/filter/FilterOperand.ts +++ /dev/null @@ -1,5 +0,0 @@ -export enum FilterOperand -{ - AND, - OR -}
\ No newline at end of file diff --git a/src/client/northstar/core/filter/FilterType.ts b/src/client/northstar/core/filter/FilterType.ts deleted file mode 100644 index 9adbc087f..000000000 --- a/src/client/northstar/core/filter/FilterType.ts +++ /dev/null @@ -1,6 +0,0 @@ -export enum FilterType -{ - Filter, - Brush, - Slice -}
\ No newline at end of file diff --git a/src/client/northstar/core/filter/IBaseFilterConsumer.ts b/src/client/northstar/core/filter/IBaseFilterConsumer.ts deleted file mode 100644 index e7549d113..000000000 --- a/src/client/northstar/core/filter/IBaseFilterConsumer.ts +++ /dev/null @@ -1,12 +0,0 @@ -import { FilterOperand } from '../filter/FilterOperand'; -import { IEquatable } from '../../utils/IEquatable'; -import { Doc } from '../../../../new_fields/Doc'; - -export interface IBaseFilterConsumer extends IEquatable { - FilterOperand: FilterOperand; - Links: Doc[]; -} - -export function instanceOfIBaseFilterConsumer(object: any): object is IBaseFilterConsumer { - return 'FilterOperand' in object; -}
\ No newline at end of file diff --git a/src/client/northstar/core/filter/IBaseFilterProvider.ts b/src/client/northstar/core/filter/IBaseFilterProvider.ts deleted file mode 100644 index fc3301b11..000000000 --- a/src/client/northstar/core/filter/IBaseFilterProvider.ts +++ /dev/null @@ -1,8 +0,0 @@ -import { FilterModel } from '../filter/FilterModel'; - -export interface IBaseFilterProvider { - FilterModels: Array<FilterModel>; -} -export function instanceOfIBaseFilterProvider(object: any): object is IBaseFilterProvider { - return 'FilterModels' in object; -}
\ No newline at end of file diff --git a/src/client/northstar/core/filter/ValueComparision.ts b/src/client/northstar/core/filter/ValueComparision.ts deleted file mode 100644 index 65687a82b..000000000 --- a/src/client/northstar/core/filter/ValueComparision.ts +++ /dev/null @@ -1,78 +0,0 @@ -import { Predicate } from '../../model/idea/idea'; -import { Utils } from '../../utils/Utils'; -import { AttributeModel } from '../attribute/AttributeModel'; - -export class ValueComparison { - - public attributeModel: AttributeModel; - public Value: any; - public Predicate: Predicate; - - public constructor(attributeModel: AttributeModel, predicate: Predicate, value: any) { - this.attributeModel = attributeModel; - this.Value = value; - this.Predicate = predicate; - } - - public Equals(other: Object): boolean { - if (!Utils.EqualityHelper(this, other)) { - return false; - } - if (this.Predicate !== (other as ValueComparison).Predicate) { - return false; - } - let isComplex = (typeof this.Value === "object"); - if (!isComplex && this.Value !== (other as ValueComparison).Value) { - return false; - } - if (isComplex && !this.Value.Equals((other as ValueComparison).Value)) { - return false; - } - return true; - } - - public ToPythonString(): string { - var op = ""; - switch (this.Predicate) { - case Predicate.EQUALS: - op = "=="; - break; - case Predicate.GREATER_THAN: - op = ">"; - break; - case Predicate.GREATER_THAN_EQUAL: - op = ">="; - break; - case Predicate.LESS_THAN: - op = "<"; - break; - case Predicate.LESS_THAN_EQUAL: - op = "<="; - break; - default: - op = "=="; - break; - } - - var val = this.Value.toString(); - if (typeof this.Value === 'string' || this.Value instanceof String) { - val = "\"" + val + "\""; - } - var ret = " "; - var rawName = this.attributeModel.CodeName; - switch (this.Predicate) { - case Predicate.STARTS_WITH: - ret += rawName + " != null && " + rawName + ".StartsWith(" + val + ") "; - return ret; - case Predicate.ENDS_WITH: - ret += rawName + " != null && " + rawName + ".EndsWith(" + val + ") "; - return ret; - case Predicate.CONTAINS: - ret += rawName + " != null && " + rawName + ".Contains(" + val + ") "; - return ret; - default: - ret += rawName + " " + op + " " + val + " "; - return ret; - } - } -}
\ No newline at end of file diff --git a/src/client/northstar/dash-fields/HistogramField.ts b/src/client/northstar/dash-fields/HistogramField.ts deleted file mode 100644 index 076516977..000000000 --- a/src/client/northstar/dash-fields/HistogramField.ts +++ /dev/null @@ -1,66 +0,0 @@ -import { observable } from "mobx"; -import { custom, serializable } from "serializr"; -import { ColumnAttributeModel } from "../../../client/northstar/core/attribute/AttributeModel"; -import { AttributeTransformationModel } from "../../../client/northstar/core/attribute/AttributeTransformationModel"; -import { HistogramOperation } from "../../../client/northstar/operations/HistogramOperation"; -import { ObjectField } from "../../../new_fields/ObjectField"; -import { CurrentUserUtils } from "../../../server/authentication/models/current_user_utils"; -import { OmitKeys } from "../../../Utils"; -import { Deserializable } from "../../util/SerializationHelper"; -import { Copy, ToScriptString, ToString } from "../../../new_fields/FieldSymbols"; - -function serialize(field: HistogramField) { - const obj = OmitKeys(field, ['Links', 'BrushLinks', 'Result', 'BrushColors', 'FilterModels', 'FilterOperand']).omit; - return obj; -} - -function deserialize(jp: any) { - let X: AttributeTransformationModel | undefined; - let Y: AttributeTransformationModel | undefined; - let V: AttributeTransformationModel | undefined; - - const schema = CurrentUserUtils.GetNorthstarSchema(jp.SchemaName); - if (schema) { - CurrentUserUtils.GetAllNorthstarColumnAttributes(schema).map(attr => { - if (attr.displayName === jp.X.AttributeModel.Attribute.DisplayName) { - X = new AttributeTransformationModel(new ColumnAttributeModel(attr), jp.X.AggregateFunction); - } - if (attr.displayName === jp.Y.AttributeModel.Attribute.DisplayName) { - Y = new AttributeTransformationModel(new ColumnAttributeModel(attr), jp.Y.AggregateFunction); - } - if (attr.displayName === jp.V.AttributeModel.Attribute.DisplayName) { - V = new AttributeTransformationModel(new ColumnAttributeModel(attr), jp.V.AggregateFunction); - } - }); - if (X && Y && V) { - return new HistogramOperation(jp.SchemaName, X, Y, V, jp.Normalization); - } - } - return HistogramOperation.Empty; -} - -@Deserializable("histogramField") -export class HistogramField extends ObjectField { - @serializable(custom(serialize, deserialize)) @observable public readonly HistoOp: HistogramOperation; - constructor(data?: HistogramOperation) { - super(); - this.HistoOp = data ? data : HistogramOperation.Empty; - } - - toString(): string { - return JSON.stringify(OmitKeys(this.HistoOp, ['Links', 'BrushLinks', 'Result', 'BrushColors', 'FilterModels', 'FilterOperand']).omit); - } - - [Copy]() { - // const y = this.HistoOp; - // const z = this.HistoOp.Copy; - return new HistogramField(HistogramOperation.Duplicate(this.HistoOp)); - } - - [ToScriptString]() { - return this.toString(); - } - [ToString]() { - return this.toString(); - } -}
\ No newline at end of file diff --git a/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts b/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts deleted file mode 100644 index 6b36ffc9e..000000000 --- a/src/client/northstar/dash-nodes/HistogramBinPrimitiveCollection.ts +++ /dev/null @@ -1,240 +0,0 @@ -import React = require("react"); -import { AttributeTransformationModel } from "../../northstar/core/attribute/AttributeTransformationModel"; -import { ChartType } from '../../northstar/model/binRanges/VisualBinRange'; -import { AggregateFunction, Bin, Brush, DoubleValueAggregateResult, HistogramResult, MarginAggregateParameters, MarginAggregateResult } from "../../northstar/model/idea/idea"; -import { ModelHelpers } from "../../northstar/model/ModelHelpers"; -import { LABColor } from '../../northstar/utils/LABColor'; -import { PIXIRectangle } from "../../northstar/utils/MathUtil"; -import { StyleConstants } from "../../northstar/utils/StyleContants"; -import { HistogramBox } from "./HistogramBox"; -import "./HistogramBoxPrimitives.scss"; - -export class HistogramBinPrimitive { - constructor(init?: Partial<HistogramBinPrimitive>) { - Object.assign(this, init); - } - public DataValue: number = 0; - public Rect: PIXIRectangle = PIXIRectangle.EMPTY; - public MarginRect: PIXIRectangle = PIXIRectangle.EMPTY; - public MarginPercentage: number = 0; - public Color: number = StyleConstants.WARNING_COLOR; - public Opacity: number = 1; - public BrushIndex: number = 0; - public BarAxis: number = -1; -} - -export class HistogramBinPrimitiveCollection { - private static TOLERANCE: number = 0.0001; - - private _histoBox: HistogramBox; - private get histoOp() { return this._histoBox.HistoOp; } - private get histoResult() { return this.histoOp.Result as HistogramResult; } - private get sizeConverter() { return this._histoBox.SizeConverter; } - public BinPrimitives: Array<HistogramBinPrimitive> = new Array<HistogramBinPrimitive>(); - public HitGeom: PIXIRectangle = PIXIRectangle.EMPTY; - - constructor(bin: Bin, histoBox: HistogramBox) { - this._histoBox = histoBox; - let brushing = this.setupBrushing(bin, this.histoOp.Normalization); // X= 0, Y = 1, V = 2 - - brushing.orderedBrushes.reduce((brushFactorSum, brush) => { - switch (histoBox.ChartType) { - case ChartType.VerticalBar: return this.createVerticalBarChartBinPrimitives(bin, brush, brushing.maxAxis, this.histoOp.Normalization); - case ChartType.HorizontalBar: return this.createHorizontalBarChartBinPrimitives(bin, brush, brushing.maxAxis, this.histoOp.Normalization); - case ChartType.SinglePoint: return this.createSinglePointChartBinPrimitives(bin, brush); - case ChartType.HeatMap: return this.createHeatmapBinPrimitives(bin, brush, brushFactorSum); - } - }, 0); - - // adjust brush rects (stacking or not) - var allBrushIndex = ModelHelpers.AllBrushIndex(this.histoResult); - var filteredBinPrims = this.BinPrimitives.filter(b => b.BrushIndex !== allBrushIndex && b.DataValue !== 0.0); - filteredBinPrims.reduce((sum, fbp) => { - if (histoBox.ChartType === ChartType.VerticalBar) { - if (this.histoOp.Y.AggregateFunction === AggregateFunction.Count) { - fbp.Rect = new PIXIRectangle(fbp.Rect.x, fbp.Rect.y - sum, fbp.Rect.width, fbp.Rect.height); - fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x, fbp.MarginRect.y - sum, fbp.MarginRect.width, fbp.MarginRect.height); - return sum + fbp.Rect.height; - } - if (this.histoOp.Y.AggregateFunction === AggregateFunction.Avg) { - var w = fbp.Rect.width / 2.0; - fbp.Rect = new PIXIRectangle(fbp.Rect.x + sum, fbp.Rect.y, fbp.Rect.width / filteredBinPrims.length, fbp.Rect.height); - fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x - w + sum + (fbp.Rect.width / 2.0), fbp.MarginRect.y, fbp.MarginRect.width, fbp.MarginRect.height); - return sum + fbp.Rect.width; - } - } - else if (histoBox.ChartType === ChartType.HorizontalBar) { - if (this.histoOp.X.AggregateFunction === AggregateFunction.Count) { - fbp.Rect = new PIXIRectangle(fbp.Rect.x + sum, fbp.Rect.y, fbp.Rect.width, fbp.Rect.height); - fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x + sum, fbp.MarginRect.y, fbp.MarginRect.width, fbp.MarginRect.height); - return sum + fbp.Rect.width; - } - if (this.histoOp.X.AggregateFunction === AggregateFunction.Avg) { - var h = fbp.Rect.height / 2.0; - fbp.Rect = new PIXIRectangle(fbp.Rect.x, fbp.Rect.y + sum, fbp.Rect.width, fbp.Rect.height / filteredBinPrims.length); - fbp.MarginRect = new PIXIRectangle(fbp.MarginRect.x, fbp.MarginRect.y - h + sum + (fbp.Rect.height / 2.0), fbp.MarginRect.width, fbp.MarginRect.height); - return sum + fbp.Rect.height; - } - } - return 0; - }, 0); - this.BinPrimitives = this.BinPrimitives.reverse(); - var f = this.BinPrimitives.filter(b => b.BrushIndex === allBrushIndex); - this.HitGeom = f.length > 0 ? f[0].Rect : PIXIRectangle.EMPTY; - } - - private setupBrushing(bin: Bin, normalization: number) { - var overlapBrushIndex = ModelHelpers.OverlapBrushIndex(this.histoResult); - var orderedBrushes = [this.histoResult.brushes![0], this.histoResult.brushes![overlapBrushIndex]]; - this.histoResult.brushes!.map(brush => brush.brushIndex !== 0 && brush.brushIndex !== overlapBrushIndex && orderedBrushes.push(brush)); - return { - orderedBrushes, - maxAxis: orderedBrushes.reduce((prev, Brush) => { - let aggResult = this.getBinValue(normalization, bin, Brush.brushIndex!); - return aggResult !== undefined && aggResult > prev ? aggResult : prev; - }, Number.MIN_VALUE) - }; - } - - private createHeatmapBinPrimitives(bin: Bin, brush: Brush, brushFactorSum: number): number { - - let unNormalizedValue = this.getBinValue(2, bin, brush.brushIndex!); - if (unNormalizedValue === undefined) { - return brushFactorSum; - } - - var normalizedValue = (unNormalizedValue - this._histoBox.ValueRange[0]) / (Math.abs((this._histoBox.ValueRange[1] - this._histoBox.ValueRange[0])) < HistogramBinPrimitiveCollection.TOLERANCE ? - unNormalizedValue : this._histoBox.ValueRange[1] - this._histoBox.ValueRange[0]); - - let allUnNormalizedValue = this.getBinValue(2, bin, ModelHelpers.AllBrushIndex(this.histoResult)); - - // bcz: are these calls needed? - let [xFrom, xTo] = this.sizeConverter.DataToScreenXAxisRange(this._histoBox.VisualBinRanges, 0, bin); - let [yFrom, yTo] = this.sizeConverter.DataToScreenYAxisRange(this._histoBox.VisualBinRanges, 1, bin); - - var returnBrushFactorSum = brushFactorSum; - if (allUnNormalizedValue !== undefined) { - var brushFactor = (unNormalizedValue / allUnNormalizedValue); - returnBrushFactorSum += brushFactor; - returnBrushFactorSum = Math.min(returnBrushFactorSum, 1.0); - - var tempRect = new PIXIRectangle(xFrom, yTo, xTo - xFrom, yFrom - yTo); - var ratio = (tempRect.width / tempRect.height); - var newHeight = Math.sqrt((1.0 / ratio) * ((tempRect.width * tempRect.height) * returnBrushFactorSum)); - var newWidth = newHeight * ratio; - - xFrom = (tempRect.x + (tempRect.width - newWidth) / 2.0); - yTo = (tempRect.y + (tempRect.height - newHeight) / 2.0); - xTo = (xFrom + newWidth); - yFrom = (yTo + newHeight); - } - var alpha = 0.0; - var color = this.baseColorFromBrush(brush); - var lerpColor = LABColor.Lerp( - LABColor.FromColor(StyleConstants.MIN_VALUE_COLOR), - LABColor.FromColor(color), - (alpha + Math.pow(normalizedValue, 1.0 / 3.0) * (1.0 - alpha))); - var dataColor = LABColor.ToColor(lerpColor); - - this.createBinPrimitive(-1, brush, PIXIRectangle.EMPTY, 0, xFrom, xTo, yFrom, yTo, dataColor, 1, unNormalizedValue); - return returnBrushFactorSum; - } - - private createSinglePointChartBinPrimitives(bin: Bin, brush: Brush): number { - let unNormalizedValue = this.getBinValue(2, bin, brush.brushIndex!); - if (unNormalizedValue !== undefined) { - let [xFrom, xTo] = this.sizeConverter.DataToScreenPointRange(0, bin, ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, this.histoOp.X, this.histoResult, brush.brushIndex!)); - let [yFrom, yTo] = this.sizeConverter.DataToScreenPointRange(1, bin, ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, this.histoOp.Y, this.histoResult, brush.brushIndex!)); - - if (xFrom !== undefined && yFrom !== undefined && xTo !== undefined && yTo !== undefined) { - this.createBinPrimitive(-1, brush, PIXIRectangle.EMPTY, 0, xFrom, xTo, yFrom, yTo, this.baseColorFromBrush(brush), 1, unNormalizedValue); - } - } - return 0; - } - - private createVerticalBarChartBinPrimitives(bin: Bin, brush: Brush, binBrushMaxAxis: number, normalization: number): number { - let dataValue = this.getBinValue(1, bin, brush.brushIndex!); - if (dataValue !== undefined) { - let [yFrom, yValue, yTo] = this.sizeConverter.DataToScreenNormalizedRange(dataValue, normalization, 1, binBrushMaxAxis); - let [xFrom, xTo] = this.sizeConverter.DataToScreenXAxisRange(this._histoBox.VisualBinRanges, 0, bin); - - var yMarginAbsolute = this.getMargin(bin, brush, this.histoOp.Y); - var marginRect = new PIXIRectangle(xFrom + (xTo - xFrom) / 2.0 - 1, - this.sizeConverter.DataToScreenY(yValue + yMarginAbsolute), 2, - this.sizeConverter.DataToScreenY(yValue - yMarginAbsolute) - this.sizeConverter.DataToScreenY(yValue + yMarginAbsolute)); - - this.createBinPrimitive(1, brush, marginRect, 0, xFrom, xTo, yFrom, yTo, - this.baseColorFromBrush(brush), normalization !== 0 ? 1 : 0.6 * binBrushMaxAxis / this.sizeConverter.DataRanges[1] + 0.4, dataValue); - } - return 0; - } - - private createHorizontalBarChartBinPrimitives(bin: Bin, brush: Brush, binBrushMaxAxis: number, normalization: number): number { - let dataValue = this.getBinValue(0, bin, brush.brushIndex!); - if (dataValue !== undefined) { - let [xFrom, xValue, xTo] = this.sizeConverter.DataToScreenNormalizedRange(dataValue, normalization, 0, binBrushMaxAxis); - let [yFrom, yTo] = this.sizeConverter.DataToScreenYAxisRange(this._histoBox.VisualBinRanges, 1, bin); - - var xMarginAbsolute = this.sizeConverter.IsSmall ? 0 : this.getMargin(bin, brush, this.histoOp.X); - var marginRect = new PIXIRectangle(this.sizeConverter.DataToScreenX(xValue - xMarginAbsolute), - yTo + (yFrom - yTo) / 2.0 - 1, - this.sizeConverter.DataToScreenX(xValue + xMarginAbsolute) - this.sizeConverter.DataToScreenX(xValue - xMarginAbsolute), - 2.0); - - this.createBinPrimitive(0, brush, marginRect, 0, xFrom, xTo, yFrom, yTo, - this.baseColorFromBrush(brush), normalization !== 1 ? 1 : 0.6 * binBrushMaxAxis / this.sizeConverter.DataRanges[0] + 0.4, dataValue); - } - return 0; - } - - public getBinValue(axis: number, bin: Bin, brushIndex: number) { - var aggregateKey = ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, axis === 0 ? this.histoOp.X : axis === 1 ? this.histoOp.Y : this.histoOp.V, this.histoResult, brushIndex); - let dataValue = ModelHelpers.GetAggregateResult(bin, aggregateKey) as DoubleValueAggregateResult; - return dataValue !== null && dataValue.hasResult ? dataValue.result : undefined; - } - - private getMargin(bin: Bin, brush: Brush, axis: AttributeTransformationModel) { - var marginParams = new MarginAggregateParameters(); - marginParams.aggregateFunction = axis.AggregateFunction; - var marginAggregateKey = ModelHelpers.CreateAggregateKey(this.histoOp.Schema!.distinctAttributeParameters, axis, this.histoResult, brush.brushIndex!, marginParams); - let aggResult = ModelHelpers.GetAggregateResult(bin, marginAggregateKey); - return aggResult instanceof MarginAggregateResult && aggResult.absolutMargin ? aggResult.absolutMargin : 0; - } - - private createBinPrimitive(barAxis: number, brush: Brush, marginRect: PIXIRectangle, - marginPercentage: number, xFrom: number, xTo: number, yFrom: number, yTo: number, color: number, opacity: number, dataValue: number) { - var binPrimitive = new HistogramBinPrimitive( - { - Rect: new PIXIRectangle(xFrom, yTo, xTo - xFrom, yFrom - yTo), - MarginRect: marginRect, - MarginPercentage: marginPercentage, - BrushIndex: brush.brushIndex, - Color: color, - Opacity: opacity, - DataValue: dataValue, - BarAxis: barAxis - }); - this.BinPrimitives.push(binPrimitive); - } - - private baseColorFromBrush(brush: Brush): number { - let bc = StyleConstants.BRUSH_COLORS; - if (brush.brushIndex === ModelHelpers.RestBrushIndex(this.histoResult)) { - return StyleConstants.HIGHLIGHT_COLOR; - } - else if (brush.brushIndex === ModelHelpers.OverlapBrushIndex(this.histoResult)) { - return StyleConstants.OVERLAP_COLOR; - } - else if (brush.brushIndex === ModelHelpers.AllBrushIndex(this.histoResult)) { - return 0x00ff00; - } - else if (bc.length > 0) { - return bc[brush.brushIndex! % bc.length]; - } - // else if (this.histoOp.BrushColors.length > 0) { - // return this.histoOp.BrushColors[brush.brushIndex! % this.histoOp.BrushColors.length]; - // } - return StyleConstants.HIGHLIGHT_COLOR; - } -} diff --git a/src/client/northstar/dash-nodes/HistogramBox.scss b/src/client/northstar/dash-nodes/HistogramBox.scss deleted file mode 100644 index 06d781263..000000000 --- a/src/client/northstar/dash-nodes/HistogramBox.scss +++ /dev/null @@ -1,40 +0,0 @@ -.histogrambox-container { - padding: 0vw; - position: absolute; - top: -50%; - left:-50%; - text-align: center; - width: 100%; - height: 100%; - background: black; - } - .histogrambox-xaxislabel { - position:absolute; - left:0; - width:100%; - text-align: center; - bottom:0; - background: lightgray; - font-size: 14; - font-weight: bold; - } - .histogrambox-yaxislabel { - position:absolute; - height:100%; - width: 25px; - left:0; - bottom:0; - background: lightgray; - } - .histogrambox-yaxislabel-text { - position:absolute; - left:0; - width: 1000px; - transform-origin: 10px 10px; - transform: rotate(-90deg); - text-align: left; - font-size: 14; - font-weight: bold; - bottom: calc(50% - 25px); - } -
\ No newline at end of file diff --git a/src/client/northstar/dash-nodes/HistogramBox.tsx b/src/client/northstar/dash-nodes/HistogramBox.tsx deleted file mode 100644 index 8fee53fb9..000000000 --- a/src/client/northstar/dash-nodes/HistogramBox.tsx +++ /dev/null @@ -1,175 +0,0 @@ -import React = require("react"); -import { action, computed, observable, reaction, runInAction, trace } from "mobx"; -import { observer } from "mobx-react"; -import { CurrentUserUtils } from "../../../server/authentication/models/current_user_utils"; -import { ChartType, VisualBinRange } from '../../northstar/model/binRanges/VisualBinRange'; -import { VisualBinRangeHelper } from "../../northstar/model/binRanges/VisualBinRangeHelper"; -import { AggregateBinRange, AggregateFunction, BinRange, Catalog, DoubleValueAggregateResult, HistogramResult } from "../../northstar/model/idea/idea"; -import { ModelHelpers } from "../../northstar/model/ModelHelpers"; -import { HistogramOperation } from "../../northstar/operations/HistogramOperation"; -import { SizeConverter } from "../../northstar/utils/SizeConverter"; -import { DragManager } from "../../util/DragManager"; -import { FieldView, FieldViewProps } from "../../views/nodes/FieldView"; -import { AttributeTransformationModel } from "../core/attribute/AttributeTransformationModel"; -import { HistogramField } from "../dash-fields/HistogramField"; -import "../utils/Extensions"; -import "./HistogramBox.scss"; -import { HistogramBoxPrimitives } from './HistogramBoxPrimitives'; -import { HistogramLabelPrimitives } from "./HistogramLabelPrimitives"; -import { StyleConstants } from "../utils/StyleContants"; -import { Cast } from "../../../new_fields/Types"; -import { Doc, DocListCast, DocListCastAsync } from "../../../new_fields/Doc"; -import { Id } from "../../../new_fields/FieldSymbols"; - - -@observer -export class HistogramBox extends React.Component<FieldViewProps> { - public static LayoutString(fieldStr: string) { return FieldView.LayoutString(HistogramBox, fieldStr); } - private _dropXRef = React.createRef<HTMLDivElement>(); - private _dropYRef = React.createRef<HTMLDivElement>(); - private _dropXDisposer?: DragManager.DragDropDisposer; - private _dropYDisposer?: DragManager.DragDropDisposer; - - @observable public HistoOp: HistogramOperation = HistogramOperation.Empty; - @observable public VisualBinRanges: VisualBinRange[] = []; - @observable public ValueRange: number[] = []; - @computed public get HistogramResult(): HistogramResult { return this.HistoOp.Result as HistogramResult; } - @observable public SizeConverter: SizeConverter = new SizeConverter(); - - @computed get createOperationParamsCache() { return this.HistoOp.CreateOperationParameters(); } - @computed get BinRanges() { return this.HistogramResult ? this.HistogramResult.binRanges : undefined; } - @computed get ChartType() { - return !this.BinRanges ? ChartType.SinglePoint : this.BinRanges[0] instanceof AggregateBinRange ? - (this.BinRanges[1] instanceof AggregateBinRange ? ChartType.SinglePoint : ChartType.HorizontalBar) : - this.BinRanges[1] instanceof AggregateBinRange ? ChartType.VerticalBar : ChartType.HeatMap; - } - - @action - dropX = (e: Event, de: DragManager.DropEvent) => { - if (de.complete.docDragData) { - let h = Cast(de.complete.docDragData.draggedDocuments[0].data, HistogramField); - if (h) { - this.HistoOp.X = h.HistoOp.X; - } - e.stopPropagation(); - e.preventDefault(); - } - } - @action - dropY = (e: Event, de: DragManager.DropEvent) => { - if (de.complete.docDragData) { - let h = Cast(de.complete.docDragData.draggedDocuments[0].data, HistogramField); - if (h) { - this.HistoOp.Y = h.HistoOp.X; - } - e.stopPropagation(); - e.preventDefault(); - } - } - - @action - xLabelPointerDown = (e: React.PointerEvent) => { - this.HistoOp.X = new AttributeTransformationModel(this.HistoOp.X.AttributeModel, this.HistoOp.X.AggregateFunction === AggregateFunction.None ? AggregateFunction.Count : AggregateFunction.None); - } - @action - yLabelPointerDown = (e: React.PointerEvent) => { - this.HistoOp.Y = new AttributeTransformationModel(this.HistoOp.Y.AttributeModel, this.HistoOp.Y.AggregateFunction === AggregateFunction.None ? AggregateFunction.Count : AggregateFunction.None); - } - - componentDidMount() { - if (this._dropXRef.current) { - this._dropXDisposer = DragManager.MakeDropTarget(this._dropXRef.current, this.dropX.bind(this)); - } - if (this._dropYRef.current) { - this._dropYDisposer = DragManager.MakeDropTarget(this._dropYRef.current, this.dropY.bind(this)); - } - reaction(() => CurrentUserUtils.NorthstarDBCatalog, (catalog?: Catalog) => this.activateHistogramOperation(catalog), { fireImmediately: true }); - reaction(() => [this.VisualBinRanges && this.VisualBinRanges.slice()], () => this.SizeConverter.SetVisualBinRanges(this.VisualBinRanges)); - reaction(() => [this.props.PanelWidth(), this.props.PanelHeight()], (size: number[]) => this.SizeConverter.SetIsSmall(size[0] < 40 && size[1] < 40)); - reaction(() => this.HistogramResult ? this.HistogramResult.binRanges : undefined, - (binRanges: BinRange[] | undefined) => { - if (binRanges) { - this.VisualBinRanges.splice(0, this.VisualBinRanges.length, ...binRanges.map((br, ind) => - VisualBinRangeHelper.GetVisualBinRange(this.HistoOp.Schema!.distinctAttributeParameters, br, this.HistogramResult, ind ? this.HistoOp.Y : this.HistoOp.X, this.ChartType))); - - let valueAggregateKey = ModelHelpers.CreateAggregateKey(this.HistoOp.Schema!.distinctAttributeParameters, this.HistoOp.V, this.HistogramResult, ModelHelpers.AllBrushIndex(this.HistogramResult)); - this.ValueRange = Object.values(this.HistogramResult.bins!).reduce((prev, cur) => { - let value = ModelHelpers.GetAggregateResult(cur, valueAggregateKey) as DoubleValueAggregateResult; - return value && value.hasResult ? [Math.min(prev[0], value.result!), Math.max(prev[1], value.result!)] : prev; - }, [Number.MAX_VALUE, Number.MIN_VALUE]); - } - }); - } - - componentWillUnmount() { - if (this._dropXDisposer) { - this._dropXDisposer(); - } - if (this._dropYDisposer) { - this._dropYDisposer(); - } - } - - async activateHistogramOperation(catalog?: Catalog) { - if (catalog) { - let histoOp = await Cast(this.props.Document[this.props.fieldKey], HistogramField); - runInAction(() => { - this.HistoOp = histoOp ? histoOp.HistoOp : HistogramOperation.Empty; - if (this.HistoOp !== HistogramOperation.Empty) { - reaction(() => DocListCast(this.props.Document.linkedFromDocs), (docs) => this.HistoOp.Links.splice(0, this.HistoOp.Links.length, ...docs), { fireImmediately: true }); - reaction(() => DocListCast(this.props.Document.brushingDocs).length, - async () => { - let brushingDocs = await DocListCastAsync(this.props.Document.brushingDocs); - const proto = this.props.Document.proto; - if (proto && brushingDocs) { - let mapped = brushingDocs.map((brush, i) => { - brush.backgroundColor = StyleConstants.BRUSH_COLORS[i % StyleConstants.BRUSH_COLORS.length]; - let brushed = DocListCast(brush.brushingDocs); - if (!brushed.length) return null; - return { l: brush, b: brushed[0][Id] === proto[Id] ? brushed[1] : brushed[0] }; - }); - runInAction(() => this.HistoOp.BrushLinks.splice(0, this.HistoOp.BrushLinks.length, ...mapped.filter(m => m) as { l: Doc, b: Doc }[])); - } - }, { fireImmediately: true }); - reaction(() => this.createOperationParamsCache, () => this.HistoOp.Update(), { fireImmediately: true }); - } - }); - } - } - - @action - private onScrollWheel = (e: React.WheelEvent) => { - this.HistoOp.DrillDown(e.deltaY > 0); - e.stopPropagation(); - } - - render() { - let labelY = this.HistoOp && this.HistoOp.Y ? this.HistoOp.Y.PresentedName : "<...>"; - let labelX = this.HistoOp && this.HistoOp.X ? this.HistoOp.X.PresentedName : "<...>"; - let loff = this.SizeConverter.LeftOffset; - let toff = this.SizeConverter.TopOffset; - let roff = this.SizeConverter.RightOffset; - let boff = this.SizeConverter.BottomOffset; - return ( - <div className="histogrambox-container" onWheel={this.onScrollWheel}> - <div className="histogrambox-yaxislabel" onPointerDown={this.yLabelPointerDown} ref={this._dropYRef} > - <span className="histogrambox-yaxislabel-text"> - {labelY} - </span> - </div> - <div className="histogrambox-primitives" style={{ - transform: `translate(${loff + 25}px, ${toff}px)`, - width: `calc(100% - ${loff + roff + 25}px)`, - height: `calc(100% - ${toff + boff}px)`, - }}> - <HistogramLabelPrimitives HistoBox={this} /> - <HistogramBoxPrimitives HistoBox={this} /> - </div> - <div className="histogrambox-xaxislabel" onPointerDown={this.xLabelPointerDown} ref={this._dropXRef} > - {labelX} - </div> - </div> - ); - } -} - diff --git a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.scss b/src/client/northstar/dash-nodes/HistogramBoxPrimitives.scss deleted file mode 100644 index 26203612a..000000000 --- a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.scss +++ /dev/null @@ -1,42 +0,0 @@ -.histogramboxprimitives-container { - width: 100%; - height: 100%; -} -.histogramboxprimitives-border { - border: 3px; - pointer-events: none; - position: absolute; - fill:"transparent"; - stroke: white; - stroke-width: 1px; -} -.histogramboxprimitives-bar { - position: absolute; - border: 1px; - border-style: solid; - border-color: #282828; - pointer-events: all; -} - -.histogramboxprimitives-placer { - position: absolute; - pointer-events: none; - width: 100%; - height: 100%; -} -.histogramboxprimitives-svgContainer { - position: absolute; - top:0; - left:0; - width:100%; - height: 100%; -} -.histogramboxprimitives-line { - position: absolute; - background: darkGray; - stroke: darkGray; - stroke-width: 1px; - width:100%; - height:100%; - opacity: 0.4; -}
\ No newline at end of file diff --git a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx b/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx deleted file mode 100644 index 66d91cc1d..000000000 --- a/src/client/northstar/dash-nodes/HistogramBoxPrimitives.tsx +++ /dev/null @@ -1,122 +0,0 @@ -import React = require("react"); -import { computed, observable, reaction, runInAction, trace, action } from "mobx"; -import { observer } from "mobx-react"; -import { Utils as DashUtils, emptyFunction } from '../../../Utils'; -import { FilterModel } from "../../northstar/core/filter/FilterModel"; -import { ModelHelpers } from "../../northstar/model/ModelHelpers"; -import { ArrayUtil } from "../../northstar/utils/ArrayUtil"; -import { LABColor } from '../../northstar/utils/LABColor'; -import { PIXIRectangle } from "../../northstar/utils/MathUtil"; -import { StyleConstants } from "../../northstar/utils/StyleContants"; -import { HistogramBinPrimitiveCollection, HistogramBinPrimitive } from "./HistogramBinPrimitiveCollection"; -import { HistogramBox } from "./HistogramBox"; -import "./HistogramBoxPrimitives.scss"; - -export interface HistogramPrimitivesProps { - HistoBox: HistogramBox; -} -@observer -export class HistogramBoxPrimitives extends React.Component<HistogramPrimitivesProps> { - private get histoOp() { return this.props.HistoBox.HistoOp; } - private get renderDimension() { return this.props.HistoBox.SizeConverter.RenderDimension; } - @observable _selectedPrims: HistogramBinPrimitive[] = []; - @computed get xaxislines() { return this.renderGridLinesAndLabels(0); } - @computed get yaxislines() { return this.renderGridLinesAndLabels(1); } - @computed get selectedPrimitives() { return this._selectedPrims.map(bp => this.drawRect(bp.Rect, bp.BarAxis, undefined, "border")); } - @computed get barPrimitives() { - let histoResult = this.props.HistoBox.HistogramResult; - if (!histoResult || !histoResult.bins || !this.props.HistoBox.VisualBinRanges.length) { - return (null); - } - let allBrushIndex = ModelHelpers.AllBrushIndex(histoResult); - return Object.keys(histoResult.bins).reduce((prims: JSX.Element[], key: string) => { - let drawPrims = new HistogramBinPrimitiveCollection(histoResult.bins![key], this.props.HistoBox); - let toggle = this.getSelectionToggle(drawPrims.BinPrimitives, allBrushIndex, - ModelHelpers.GetBinFilterModel(histoResult.bins![key], allBrushIndex, histoResult, this.histoOp.X, this.histoOp.Y)); - drawPrims.BinPrimitives.filter(bp => bp.DataValue && bp.BrushIndex !== allBrushIndex).map(bp => - prims.push(...[{ r: bp.Rect, c: bp.Color }, { r: bp.MarginRect, c: StyleConstants.MARGIN_BARS_COLOR }].map(pair => this.drawRect(pair.r, bp.BarAxis, pair.c, "bar", toggle)))); - return prims; - }, [] as JSX.Element[]); - } - - componentDidMount() { - reaction(() => this.props.HistoBox.HistoOp.FilterString, () => this._selectedPrims.length = this.histoOp.FilterModels.length = 0); - } - - private getSelectionToggle(binPrimitives: HistogramBinPrimitive[], allBrushIndex: number, filterModel: FilterModel) { - let rawAllBrushPrim = ArrayUtil.FirstOrDefault(binPrimitives, bp => bp.BrushIndex === allBrushIndex); - if (!rawAllBrushPrim) { - return emptyFunction; - } - let allBrushPrim = rawAllBrushPrim; - return () => runInAction(() => { - if (ArrayUtil.Contains(this.histoOp.FilterModels, filterModel)) { - this._selectedPrims.splice(this._selectedPrims.indexOf(allBrushPrim), 1); - this.histoOp.RemoveFilterModels([filterModel]); - } - else { - this._selectedPrims.push(allBrushPrim); - this.histoOp.AddFilterModels([filterModel]); - } - }); - } - - private renderGridLinesAndLabels(axis: number) { - if (!this.props.HistoBox.SizeConverter.Initialized) { - return (null); - } - let labels = this.props.HistoBox.VisualBinRanges[axis].GetLabels(); - return <svg className="histogramboxprimitives-svgContainer"> - {labels.reduce((prims, binLabel, i) => { - let r = this.props.HistoBox.SizeConverter.DataToScreenRange(binLabel.minValue!, binLabel.maxValue!, axis); - prims.push(this.drawLine(r.xFrom, r.yFrom, axis === 0 ? 0 : r.xTo - r.xFrom, axis === 0 ? r.yTo - r.yFrom : 0)); - if (i === labels.length - 1) { - prims.push(this.drawLine(axis === 0 ? r.xTo : r.xFrom, axis === 0 ? r.yFrom : r.yTo, axis === 0 ? 0 : r.xTo - r.xFrom, axis === 0 ? r.yTo - r.yFrom : 0)); - } - return prims; - }, [] as JSX.Element[])} - </svg>; - } - - drawLine(xFrom: number, yFrom: number, width: number, height: number) { - if (height < 0) { - yFrom += height; - height = -height; - } - if (width < 0) { - xFrom += width; - width = -width; - } - let trans2Xpercent = `${(xFrom + width) / this.renderDimension * 100}%`; - let trans2Ypercent = `${(yFrom + height) / this.renderDimension * 100}%`; - let trans1Xpercent = `${xFrom / this.renderDimension * 100}%`; - let trans1Ypercent = `${yFrom / this.renderDimension * 100}%`; - return <line className="histogramboxprimitives-line" key={DashUtils.GenerateGuid()} x1={trans1Xpercent} x2={`${trans2Xpercent}`} y1={trans1Ypercent} y2={`${trans2Ypercent}`} />; - } - drawRect(r: PIXIRectangle, barAxis: number, color: number | undefined, classExt: string, tapHandler: () => void = emptyFunction) { - if (r.height < 0) { - r.y += r.height; - r.height = -r.height; - } - if (r.width < 0) { - r.x += r.width; - r.width = -r.width; - } - let transXpercent = `${r.x / this.renderDimension * 100}%`; - let transYpercent = `${r.y / this.renderDimension * 100}%`; - let widthXpercent = `${r.width / this.renderDimension * 100}%`; - let heightYpercent = `${r.height / this.renderDimension * 100}%`; - return (<rect className={`histogramboxprimitives-${classExt}`} key={DashUtils.GenerateGuid()} onPointerDown={(e: React.PointerEvent) => { if (e.button === 0) tapHandler(); }} - x={transXpercent} width={`${widthXpercent}`} y={transYpercent} height={`${heightYpercent}`} fill={color ? `${LABColor.RGBtoHexString(color)}` : "transparent"} />); - } - render() { - return <div className="histogramboxprimitives-container"> - {this.xaxislines} - {this.yaxislines} - <svg className="histogramboxprimitives-svgContainer"> - {this.barPrimitives} - {this.selectedPrimitives} - </svg> - </div>; - } -} diff --git a/src/client/northstar/dash-nodes/HistogramLabelPrimitives.scss b/src/client/northstar/dash-nodes/HistogramLabelPrimitives.scss deleted file mode 100644 index 304d33771..000000000 --- a/src/client/northstar/dash-nodes/HistogramLabelPrimitives.scss +++ /dev/null @@ -1,13 +0,0 @@ - - .histogramLabelPrimitives-gridlabel { - position:absolute; - transform-origin: left top; - font-size: 11; - color:white; - } - .histogramLabelPrimitives-placer { - position:absolute; - width:100%; - height:100%; - pointer-events: none; - }
\ No newline at end of file diff --git a/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx b/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx deleted file mode 100644 index 62aebd3c6..000000000 --- a/src/client/northstar/dash-nodes/HistogramLabelPrimitives.tsx +++ /dev/null @@ -1,80 +0,0 @@ -import React = require("react"); -import { action, computed, reaction } from "mobx"; -import { observer } from "mobx-react"; -import { Utils as DashUtils } from '../../../Utils'; -import { NominalVisualBinRange } from "../model/binRanges/NominalVisualBinRange"; -import "../utils/Extensions"; -import { StyleConstants } from "../utils/StyleContants"; -import { HistogramBox } from "./HistogramBox"; -import "./HistogramLabelPrimitives.scss"; -import { HistogramPrimitivesProps } from "./HistogramBoxPrimitives"; - -@observer -export class HistogramLabelPrimitives extends React.Component<HistogramPrimitivesProps> { - componentDidMount() { - reaction(() => [this.props.HistoBox.props.PanelWidth(), this.props.HistoBox.SizeConverter.LeftOffset, this.props.HistoBox.VisualBinRanges.length], - (fields) => HistogramLabelPrimitives.computeLabelAngle(fields[0], fields[1], this.props.HistoBox), { fireImmediately: true }); - } - - @action - static computeLabelAngle(panelWidth: number, leftOffset: number, histoBox: HistogramBox) { - const textWidth = 30; - if (panelWidth > 0 && histoBox.VisualBinRanges.length && histoBox.VisualBinRanges[0] instanceof NominalVisualBinRange) { - let space = (panelWidth - leftOffset * 2) / histoBox.VisualBinRanges[0].GetBins().length; - histoBox.SizeConverter.SetLabelAngle(Math.min(Math.PI / 2, Math.max(Math.PI / 6, textWidth / space * Math.PI / 2))); - } else if (histoBox.SizeConverter.LabelAngle) { - histoBox.SizeConverter.SetLabelAngle(0); - } - } - @computed get xaxislines() { return this.renderGridLinesAndLabels(0); } - @computed get yaxislines() { return this.renderGridLinesAndLabels(1); } - - private renderGridLinesAndLabels(axis: number) { - let sc = this.props.HistoBox.SizeConverter; - let vb = this.props.HistoBox.VisualBinRanges; - if (!vb.length || !sc.Initialized) { - return (null); - } - let dim = (axis === 0 ? this.props.HistoBox.props.PanelWidth() : this.props.HistoBox.props.PanelHeight()) / ((axis === 0 && vb[axis] instanceof NominalVisualBinRange) ? - (12 + 5) : // (<number>FontStyles.AxisLabel.fontSize + 5))); - sc.MaxLabelSizes[axis].coords[axis] + 5); - - let labels = vb[axis].GetLabels(); - return labels.reduce((prims, binLabel, i) => { - let r = sc.DataToScreenRange(binLabel.minValue!, binLabel.maxValue!, axis); - if (i % Math.ceil(labels.length / dim) === 0 && binLabel.label) { - const label = binLabel.label.Truncate(StyleConstants.MAX_CHAR_FOR_HISTOGRAM_LABELS, "..."); - const textHeight = 14; const textWidth = 30; - let xStart = (axis === 0 ? r.xFrom + (r.xTo - r.xFrom) / 2.0 : r.xFrom - 10 - textWidth); - let yStart = (axis === 1 ? r.yFrom - textHeight / 2 : r.yFrom); - - if (axis === 0 && vb[axis] instanceof NominalVisualBinRange) { - let space = (r.xTo - r.xFrom) / sc.RenderDimension * this.props.HistoBox.props.PanelWidth(); - xStart += Math.max(textWidth / 2, (1 - textWidth / space) * textWidth / 2) - textHeight / 2; - } - - let xPercent = axis === 1 ? `${xStart}px` : `${xStart / sc.RenderDimension * 100}%`; - let yPercent = axis === 0 ? `${this.props.HistoBox.props.PanelHeight() - sc.BottomOffset - textHeight}px` : `${yStart / sc.RenderDimension * 100}%`; - - prims.push( - <div className="histogramLabelPrimitives-placer" key={DashUtils.GenerateGuid()} style={{ transform: `translate(${xPercent}, ${yPercent})` }}> - <div className="histogramLabelPrimitives-gridlabel" style={{ transform: `rotate(${axis === 0 ? sc.LabelAngle : 0}rad)` }}> - {label} - </div> - </div> - ); - } - return prims; - }, [] as JSX.Element[]); - } - - render() { - let xaxislines = this.xaxislines; - let yaxislines = this.yaxislines; - return <div className="histogramLabelPrimitives-container"> - {xaxislines} - {yaxislines} - </div>; - } - -}
\ No newline at end of file diff --git a/src/client/northstar/manager/Gateway.ts b/src/client/northstar/manager/Gateway.ts deleted file mode 100644 index c541cce6a..000000000 --- a/src/client/northstar/manager/Gateway.ts +++ /dev/null @@ -1,299 +0,0 @@ -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 PostSchema(csvdata: string, schemaname: string): Promise<string> { - try { - const json = await this.MakePostJsonRequest("postSchema", { csv: csvdata, schema: schemaname }); - // const cat = Catalog.fromJS(json); - // return cat; - return json; - } - catch (error) { - throw new Error("can not reach northstar's backend"); - } - } - - public async GetSchema(pathname: string, schemaname: string): Promise<Catalog> { - try { - const json = await this.MakeGetRequest("schema", undefined, { path: pathname, schema: schemaname }); - const cat = Catalog.fromJS(json); - return cat; - } - catch (error) { - throw new Error("can not reach northstar's backend"); - } - } - - public async ClearCatalog(): Promise<void> { - try { - 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, params?: any): Promise<any> { - let url = !params ? Gateway.ConstructUrl(endpoint) : - (() => { - let newUrl = new URL(Gateway.ConstructUrl(endpoint)); - Object.getOwnPropertyNames(params).map(prop => - newUrl.searchParams.append(prop, params[prop])); - return Gateway.ConstructUrl(endpoint) + newUrl.search; - })(); - - 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 = NorthstarSettings.Instance.ServerUrl; - if (base.slice(-1) === "/") { - base = base.slice(0, -1); - } - let url = base + "/" + NorthstarSettings.Instance.ServerApiPath + "/" + appendix; - return url; - } -} - -declare var ENV: any; - -export class NorthstarSettings { - 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: NorthstarSettings; - - @action - public UpdateEnvironment(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(): NorthstarSettings { - if (!this._instance) { - this._instance = new NorthstarSettings(); - } - return this._instance; - } -} diff --git a/src/client/northstar/model/ModelExtensions.ts b/src/client/northstar/model/ModelExtensions.ts deleted file mode 100644 index 29f80d2d1..000000000 --- a/src/client/northstar/model/ModelExtensions.ts +++ /dev/null @@ -1,48 +0,0 @@ -import { AttributeParameters, Brush, MarginAggregateParameters, SingleDimensionAggregateParameters, Solution } from '../model/idea/idea'; -import { Utils } from '../utils/Utils'; - -import { FilterModel } from '../core/filter/FilterModel'; - -(SingleDimensionAggregateParameters as any).prototype.Equals = function (other: Object) { - if (!Utils.EqualityHelper(this, other)) return false; - if (!Utils.EqualityHelper((this as SingleDimensionAggregateParameters).attributeParameters!, - (other as SingleDimensionAggregateParameters).attributeParameters!)) return false; - if (!((this as SingleDimensionAggregateParameters).attributeParameters! as any).Equals((other as SingleDimensionAggregateParameters).attributeParameters)) return false; - return true; -}; - -{ - (AttributeParameters as any).prototype.Equals = function (other: AttributeParameters) { - return (this).constructor.name === (<any>other).constructor.name && - this.rawName === other.rawName; - }; -} - -{ - (Solution as any).prototype.Equals = function (other: Object) { - if (!Utils.EqualityHelper(this, other)) return false; - if ((this as Solution).solutionId !== (other as Solution).solutionId) return false; - return true; - }; -} - -{ - (MarginAggregateParameters as any).prototype.Equals = function (other: Object) { - if (!Utils.EqualityHelper(this, other)) return false; - if (!Utils.EqualityHelper((this as SingleDimensionAggregateParameters).attributeParameters!, - (other as SingleDimensionAggregateParameters).attributeParameters!)) return false; - if (!((this as SingleDimensionAggregateParameters).attributeParameters! as any).Equals((other as SingleDimensionAggregateParameters).attributeParameters!)) return false; - - if ((this as MarginAggregateParameters).aggregateFunction !== (other as MarginAggregateParameters).aggregateFunction) return false; - return true; - }; -} - -{ - (Brush as any).prototype.Equals = function (other: Object) { - if (!Utils.EqualityHelper(this, other)) return false; - if ((this as Brush).brushEnum !== (other as Brush).brushEnum) return false; - if ((this as Brush).brushIndex !== (other as Brush).brushIndex) return false; - return true; - }; -}
\ No newline at end of file diff --git a/src/client/northstar/model/ModelHelpers.ts b/src/client/northstar/model/ModelHelpers.ts deleted file mode 100644 index 88e6e72b8..000000000 --- a/src/client/northstar/model/ModelHelpers.ts +++ /dev/null @@ -1,220 +0,0 @@ - -import { action } from "mobx"; -import { AggregateFunction, AggregateKey, AggregateParameters, AttributeColumnParameters, AttributeParameters, AverageAggregateParameters, Bin, BinningParameters, Brush, BrushEnum, CountAggregateParameters, DataType, EquiWidthBinningParameters, HistogramResult, MarginAggregateParameters, SingleBinBinningParameters, SingleDimensionAggregateParameters, SumAggregateParameters, AggregateBinRange, NominalBinRange, AlphabeticBinRange, Predicate, Schema, Attribute, AttributeGroup, Exception, AttributeBackendParameters, AttributeCodeParameters } from '../model/idea/idea'; -import { ValueComparison } from "../core/filter/ValueComparision"; -import { ArrayUtil } from "../utils/ArrayUtil"; -import { AttributeModel, ColumnAttributeModel, BackendAttributeModel, CodeAttributeModel } from "../core/attribute/AttributeModel"; -import { FilterModel } from "../core/filter/FilterModel"; -import { AlphabeticVisualBinRange } from "./binRanges/AlphabeticVisualBinRange"; -import { NominalVisualBinRange } from "./binRanges/NominalVisualBinRange"; -import { VisualBinRangeHelper } from "./binRanges/VisualBinRangeHelper"; -import { AttributeTransformationModel } from "../core/attribute/AttributeTransformationModel"; -import { CurrentUserUtils } from "../../../server/authentication/models/current_user_utils"; - -export class ModelHelpers { - - public static CreateAggregateKey(distinctAttributeParameters: AttributeParameters | undefined, atm: AttributeTransformationModel, histogramResult: HistogramResult, - brushIndex: number, aggParameters?: SingleDimensionAggregateParameters): AggregateKey { - { - if (aggParameters === undefined) { - aggParameters = ModelHelpers.GetAggregateParameter(distinctAttributeParameters, atm); - } - else { - aggParameters.attributeParameters = ModelHelpers.GetAttributeParameters(atm.AttributeModel); - } - return new AggregateKey( - { - aggregateParameterIndex: ModelHelpers.GetAggregateParametersIndex(histogramResult, aggParameters), - brushIndex: brushIndex - }); - } - } - - public static GetAggregateParametersIndex(histogramResult: HistogramResult, aggParameters?: AggregateParameters): number { - return Array.from(histogramResult.aggregateParameters!).findIndex((value, i, set) => { - if (set[i] instanceof CountAggregateParameters && value instanceof CountAggregateParameters) return true; - if (set[i] instanceof MarginAggregateParameters && value instanceof MarginAggregateParameters) return true; - if (set[i] instanceof SumAggregateParameters && value instanceof SumAggregateParameters) return true; - return false; - }); - } - - public static GetAggregateParameter(distinctAttributeParameters: AttributeParameters | undefined, atm: AttributeTransformationModel): AggregateParameters | undefined { - var aggParam: AggregateParameters | undefined; - if (atm.AggregateFunction === AggregateFunction.Avg) { - var avg = new AverageAggregateParameters(); - avg.attributeParameters = ModelHelpers.GetAttributeParameters(atm.AttributeModel); - avg.distinctAttributeParameters = distinctAttributeParameters; - aggParam = avg; - } - else if (atm.AggregateFunction === AggregateFunction.Count) { - var cnt = new CountAggregateParameters(); - cnt.attributeParameters = ModelHelpers.GetAttributeParameters(atm.AttributeModel); - cnt.distinctAttributeParameters = distinctAttributeParameters; - aggParam = cnt; - } - else if (atm.AggregateFunction === AggregateFunction.Sum) { - var sum = new SumAggregateParameters(); - sum.attributeParameters = ModelHelpers.GetAttributeParameters(atm.AttributeModel); - sum.distinctAttributeParameters = distinctAttributeParameters; - aggParam = sum; - } - return aggParam; - } - - public static GetAggregateParametersWithMargins(distinctAttributeParameters: AttributeParameters | undefined, atms: Array<AttributeTransformationModel>): Array<AggregateParameters> { - var aggregateParameters = new Array<AggregateParameters>(); - atms.forEach(agg => { - var aggParams = ModelHelpers.GetAggregateParameter(distinctAttributeParameters, agg); - if (aggParams) { - aggregateParameters.push(aggParams); - - var margin = new MarginAggregateParameters(); - margin.aggregateFunction = agg.AggregateFunction; - margin.attributeParameters = ModelHelpers.GetAttributeParameters(agg.AttributeModel); - margin.distinctAttributeParameters = distinctAttributeParameters; - aggregateParameters.push(margin); - } - }); - - return aggregateParameters; - } - - public static GetBinningParameters(attr: AttributeTransformationModel, nrOfBins: number, minvalue?: number, maxvalue?: number): BinningParameters { - if (attr.AggregateFunction === AggregateFunction.None) { - return new EquiWidthBinningParameters( - { - attributeParameters: ModelHelpers.GetAttributeParameters(attr.AttributeModel), - requestedNrOfBins: nrOfBins, - minValue: minvalue, - maxValue: maxvalue - }); - } - else { - return new SingleBinBinningParameters( - { - attributeParameters: ModelHelpers.GetAttributeParameters(attr.AttributeModel) - }); - } - } - - public static GetAttributeParametersFromAttributeModel(am: AttributeModel): AttributeParameters { - if (am instanceof ColumnAttributeModel) { - return new AttributeColumnParameters( - { - rawName: am.CodeName, - visualizationHints: am.VisualizationHints - }); - } - else if (am instanceof BackendAttributeModel) { - return new AttributeBackendParameters( - { - rawName: am.CodeName, - visualizationHints: am.VisualizationHints, - id: (am).Id - }); - } - else if (am instanceof CodeAttributeModel) { - return new AttributeCodeParameters( - { - rawName: am.CodeName, - visualizationHints: am.VisualizationHints, - code: (am).Code - }); - } - else { - throw new Exception(); - } - } - - public static GetAttributeParameters(am: AttributeModel): AttributeParameters { - return this.GetAttributeParametersFromAttributeModel(am); - } - - public static OverlapBrushIndex(histogramResult: HistogramResult): number { - var brush = ArrayUtil.First(histogramResult.brushes!, (b: any) => b.brushEnum === BrushEnum.Overlap); - return ModelHelpers.GetBrushIndex(histogramResult, brush); - } - - public static AllBrushIndex(histogramResult: HistogramResult): number { - var brush = ArrayUtil.First(histogramResult.brushes!, (b: any) => b.brushEnum === BrushEnum.All); - return ModelHelpers.GetBrushIndex(histogramResult, brush); - } - - public static RestBrushIndex(histogramResult: HistogramResult): number { - var brush = ArrayUtil.First(histogramResult.brushes!, (b: Brush) => b.brushEnum === BrushEnum.Rest); - return ModelHelpers.GetBrushIndex(histogramResult, brush); - } - - public static GetBrushIndex(histogramResult: HistogramResult, brush: Brush): number { - return ArrayUtil.IndexOfWithEqual(histogramResult.brushes!, brush); - } - - public static GetAggregateResult(bin: Bin, aggregateKey: AggregateKey) { - if (aggregateKey.aggregateParameterIndex === -1 || aggregateKey.brushIndex === -1) { - return null; - } - return bin.aggregateResults![aggregateKey.aggregateParameterIndex! * bin.ySize! + aggregateKey.brushIndex!]; - } - - @action - public static PossibleAggegationFunctions(atm: AttributeTransformationModel): Array<AggregateFunction> { - var ret = new Array<AggregateFunction>(); - ret.push(AggregateFunction.None); - ret.push(AggregateFunction.Count); - if (atm.AttributeModel.DataType === DataType.Float || - atm.AttributeModel.DataType === DataType.Double || - atm.AttributeModel.DataType === DataType.Int) { - ret.push(AggregateFunction.Avg); - ret.push(AggregateFunction.Sum); - } - return ret; - } - - public static GetBinFilterModel( - bin: Bin, brushIndex: number, histogramResult: HistogramResult, - xAom: AttributeTransformationModel, yAom: AttributeTransformationModel): FilterModel { - var dimensions: Array<AttributeTransformationModel> = [xAom, yAom]; - var filterModel = new FilterModel(); - - for (var i = 0; i < histogramResult.binRanges!.length; i++) { - if (!(histogramResult.binRanges![i] instanceof AggregateBinRange)) { - var binRange = VisualBinRangeHelper.GetNonAggregateVisualBinRange(histogramResult.binRanges![i]); - var dataFrom = binRange.GetValueFromIndex(bin.binIndex!.indices![i]); - var dataTo = binRange.AddStep(dataFrom); - - if (binRange instanceof NominalVisualBinRange) { - var tt = binRange.GetLabel(dataFrom); - filterModel.ValueComparisons.push(new ValueComparison(dimensions[i].AttributeModel, Predicate.EQUALS, tt)); - } - else if (binRange instanceof AlphabeticVisualBinRange) { - filterModel.ValueComparisons.push(new ValueComparison(dimensions[i].AttributeModel, Predicate.STARTS_WITH, - binRange.GetLabel(dataFrom))); - } - else { - filterModel.ValueComparisons.push(new ValueComparison(dimensions[i].AttributeModel, Predicate.GREATER_THAN_EQUAL, dataFrom)); - filterModel.ValueComparisons.push(new ValueComparison(dimensions[i].AttributeModel, Predicate.LESS_THAN, dataTo)); - } - } - } - - return filterModel; - } - - public GetAllAttributes(schema: Schema) { - if (!schema || !schema.rootAttributeGroup) { - return []; - } - const recurs = (attrs: Attribute[], g: AttributeGroup) => { - if (g.attributes) { - attrs.push.apply(attrs, g.attributes); - if (g.attributeGroups) { - g.attributeGroups.forEach(ng => recurs(attrs, ng)); - } - } - }; - const allAttributes: Attribute[] = new Array<Attribute>(); - recurs(allAttributes, schema.rootAttributeGroup); - return allAttributes; - } -}
\ No newline at end of file diff --git a/src/client/northstar/model/binRanges/AlphabeticVisualBinRange.ts b/src/client/northstar/model/binRanges/AlphabeticVisualBinRange.ts deleted file mode 100644 index 120b034f2..000000000 --- a/src/client/northstar/model/binRanges/AlphabeticVisualBinRange.ts +++ /dev/null @@ -1,52 +0,0 @@ -import { AlphabeticBinRange, BinLabel } from '../../model/idea/idea'; -import { VisualBinRange } from './VisualBinRange'; - -export class AlphabeticVisualBinRange extends VisualBinRange { - public DataBinRange: AlphabeticBinRange; - - constructor(dataBinRange: AlphabeticBinRange) { - super(); - this.DataBinRange = dataBinRange; - } - - public AddStep(value: number): number { - return value + 1; - } - - public GetValueFromIndex(index: number): number { - return index; - } - - public GetBins(): number[] { - var bins = new Array<number>(); - var idx = 0; - for (var key in this.DataBinRange.labelsValue) { - if (this.DataBinRange.labelsValue.hasOwnProperty(key)) { - bins.push(idx); - idx++; - } - } - return bins; - } - - public GetLabel(value: number): string { - return this.DataBinRange.prefix + this.DataBinRange.valuesLabel![value]; - } - - public GetLabels(): Array<BinLabel> { - var labels = new Array<BinLabel>(); - var count = 0; - for (var key in this.DataBinRange.valuesLabel) { - if (this.DataBinRange.valuesLabel.hasOwnProperty(key)) { - var value = this.DataBinRange.valuesLabel[key]; - labels.push(new BinLabel({ - value: parseFloat(key), - minValue: count++, - maxValue: count, - label: this.DataBinRange.prefix + value - })); - } - } - return labels; - } -}
\ No newline at end of file diff --git a/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts b/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts deleted file mode 100644 index 776e643cd..000000000 --- a/src/client/northstar/model/binRanges/DateTimeVisualBinRange.ts +++ /dev/null @@ -1,105 +0,0 @@ -import { DateTimeBinRange, DateTimeStep, DateTimeStepGranularity } from '../idea/idea'; -import { VisualBinRange } from './VisualBinRange'; - -export class DateTimeVisualBinRange extends VisualBinRange { - public DataBinRange: DateTimeBinRange; - - constructor(dataBinRange: DateTimeBinRange) { - super(); - this.DataBinRange = dataBinRange; - } - - public AddStep(value: number): number { - return DateTimeVisualBinRange.AddToDateTimeTicks(value, this.DataBinRange.step!); - } - - public GetValueFromIndex(index: number): number { - var v = this.DataBinRange.minValue!; - for (var i = 0; i < index; i++) { - v = this.AddStep(v); - } - return v; - } - - public GetBins(): number[] { - var bins = new Array<number>(); - for (var v: number = this.DataBinRange.minValue!; - v < this.DataBinRange.maxValue!; - v = DateTimeVisualBinRange.AddToDateTimeTicks(v, this.DataBinRange.step!)) { - bins.push(v); - } - return bins; - } - - private pad(n: number, size: number) { - var sign = n < 0 ? '-' : ''; - return sign + new Array(size).concat([Math.abs(n)]).join('0').slice(-size); - } - - - public GetLabel(value: number): string { - var dt = DateTimeVisualBinRange.TicksToDate(value); - if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Second || - this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Minute) { - return ("" + this.pad(dt.getMinutes(), 2) + ":" + this.pad(dt.getSeconds(), 2)); - //return dt.ToString("mm:ss"); - } - else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Hour) { - return (this.pad(dt.getHours(), 2) + ":" + this.pad(dt.getMinutes(), 2)); - //return dt.ToString("HH:mm"); - } - else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Day) { - return ((dt.getMonth() + 1) + "/" + dt.getDate() + "/" + dt.getFullYear()); - //return dt.ToString("MM/dd/yyyy"); - } - else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Month) { - //return dt.ToString("MM/yyyy"); - return ((dt.getMonth() + 1) + "/" + dt.getFullYear()); - } - else if (this.DataBinRange.step!.dateTimeStepGranularity === DateTimeStepGranularity.Year) { - return "" + dt.getFullYear(); - } - return "n/a"; - } - - public static TicksToDate(ticks: number): Date { - var dd = new Date((ticks - 621355968000000000) / 10000); - dd.setMinutes(dd.getMinutes() + dd.getTimezoneOffset()); - return dd; - } - - - public static DateToTicks(date: Date): number { - var copiedDate = new Date(date.getTime()); - copiedDate.setMinutes(copiedDate.getMinutes() - copiedDate.getTimezoneOffset()); - var t = copiedDate.getTime() * 10000 + 621355968000000000; - /*var dd = new Date((ticks - 621355968000000000) / 10000); - dd.setMinutes(dd.getMinutes() + dd.getTimezoneOffset()); - return dd;*/ - return t; - } - - public static AddToDateTimeTicks(ticks: number, dateTimeStep: DateTimeStep): number { - var copiedDate = DateTimeVisualBinRange.TicksToDate(ticks); - var returnDate: Date = new Date(Date.now()); - if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Second) { - returnDate = new Date(copiedDate.setSeconds(copiedDate.getSeconds() + dateTimeStep.dateTimeStepValue!)); - } - else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Minute) { - returnDate = new Date(copiedDate.setMinutes(copiedDate.getMinutes() + dateTimeStep.dateTimeStepValue!)); - } - else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Hour) { - returnDate = new Date(copiedDate.setHours(copiedDate.getHours() + dateTimeStep.dateTimeStepValue!)); - } - else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Day) { - returnDate = new Date(copiedDate.setDate(copiedDate.getDate() + dateTimeStep.dateTimeStepValue!)); - } - else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Month) { - returnDate = new Date(copiedDate.setMonth(copiedDate.getMonth() + dateTimeStep.dateTimeStepValue!)); - } - else if (dateTimeStep.dateTimeStepGranularity === DateTimeStepGranularity.Year) { - returnDate = new Date(copiedDate.setFullYear(copiedDate.getFullYear() + dateTimeStep.dateTimeStepValue!)); - } - return DateTimeVisualBinRange.DateToTicks(returnDate); - } -}
\ No newline at end of file diff --git a/src/client/northstar/model/binRanges/NominalVisualBinRange.ts b/src/client/northstar/model/binRanges/NominalVisualBinRange.ts deleted file mode 100644 index 42509d797..000000000 --- a/src/client/northstar/model/binRanges/NominalVisualBinRange.ts +++ /dev/null @@ -1,52 +0,0 @@ -import { NominalBinRange, BinLabel } from '../../model/idea/idea'; -import { VisualBinRange } from './VisualBinRange'; - -export class NominalVisualBinRange extends VisualBinRange { - public DataBinRange: NominalBinRange; - - constructor(dataBinRange: NominalBinRange) { - super(); - this.DataBinRange = dataBinRange; - } - - public AddStep(value: number): number { - return value + 1; - } - - public GetValueFromIndex(index: number): number { - return index; - } - - public GetBins(): number[] { - var bins = new Array<number>(); - var idx = 0; - for (var key in this.DataBinRange.labelsValue) { - if (this.DataBinRange.labelsValue.hasOwnProperty(key)) { - bins.push(idx); - idx++; - } - } - return bins; - } - - public GetLabel(value: number): string { - return this.DataBinRange.valuesLabel![value]; - } - - public GetLabels(): Array<BinLabel> { - var labels = new Array<BinLabel>(); - var count = 0; - for (var key in this.DataBinRange.valuesLabel) { - if (this.DataBinRange.valuesLabel.hasOwnProperty(key)) { - var value = this.DataBinRange.valuesLabel[key]; - labels.push(new BinLabel({ - value: parseFloat(key), - minValue: count++, - maxValue: count, - label: value - })); - } - } - return labels; - } -}
\ No newline at end of file diff --git a/src/client/northstar/model/binRanges/QuantitativeVisualBinRange.ts b/src/client/northstar/model/binRanges/QuantitativeVisualBinRange.ts deleted file mode 100644 index 7bc097e1d..000000000 --- a/src/client/northstar/model/binRanges/QuantitativeVisualBinRange.ts +++ /dev/null @@ -1,90 +0,0 @@ -import { QuantitativeBinRange } from '../idea/idea'; -import { VisualBinRange } from './VisualBinRange'; -import { format } from "d3-format"; - -export class QuantitativeVisualBinRange extends VisualBinRange { - - public DataBinRange: QuantitativeBinRange; - - constructor(dataBinRange: QuantitativeBinRange) { - super(); - this.DataBinRange = dataBinRange; - } - - public AddStep(value: number): number { - return value + this.DataBinRange.step!; - } - - public GetValueFromIndex(index: number): number { - return this.DataBinRange.minValue! + (index * this.DataBinRange.step!); - } - - public GetLabel(value: number): string { - return QuantitativeVisualBinRange.NumberFormatter(value); - } - - public static NumberFormatter(val: number): string { - if (val === 0) { - return "0"; - } - if (val < 1) { - /*if (val < Math.abs(0.001)) { - return val.toExponential(2); - }*/ - return format(".3")(val); - } - return format("~s")(val); - } - - public GetBins(): number[] { - const bins = new Array<number>(); - - for (let v: number = this.DataBinRange.minValue!; v < this.DataBinRange.maxValue!; v += this.DataBinRange.step!) { - bins.push(v); - } - return bins; - } - - public static Initialize(dataMinValue: number, dataMaxValue: number, targetBinNumber: number, isIntegerRange: boolean): QuantitativeVisualBinRange { - const extent = QuantitativeVisualBinRange.getExtent(dataMinValue, dataMaxValue, targetBinNumber, isIntegerRange); - const dataBinRange = new QuantitativeBinRange(); - dataBinRange.minValue = extent[0]; - dataBinRange.maxValue = extent[1]; - dataBinRange.step = extent[2]; - - return new QuantitativeVisualBinRange(dataBinRange); - } - - private static getExtent(dataMin: number, dataMax: number, m: number, isIntegerRange: boolean): number[] { - if (dataMin === dataMax) { - // dataMin -= 0.1; - dataMax += 0.1; - } - const span = dataMax - dataMin; - - let step = Math.pow(10, Math.floor(Math.log10(span / m))); - const err = m / span * step; - - if (err <= .15) { - step *= 10; - } - else if (err <= .35) { - step *= 5; - } - else if (err <= .75) { - step *= 2; - } - - if (isIntegerRange) { - step = Math.ceil(step); - } - const ret: number[] = new Array<number>(3); - const minDivStep = Math.floor(dataMin / step); - const maxDivStep = Math.floor(dataMax / step); - ret[0] = minDivStep * step; // Math.floor(Math.Round(dataMin, 8)/step)*step; - ret[1] = maxDivStep * step + step; // Math.floor(Math.Round(dataMax, 8)/step)*step + step; - ret[2] = step; - - return ret; - } -}
\ No newline at end of file diff --git a/src/client/northstar/model/binRanges/VisualBinRange.ts b/src/client/northstar/model/binRanges/VisualBinRange.ts deleted file mode 100644 index 449a22e91..000000000 --- a/src/client/northstar/model/binRanges/VisualBinRange.ts +++ /dev/null @@ -1,32 +0,0 @@ -import { BinLabel } from '../../model/idea/idea'; - -export abstract class VisualBinRange { - - public abstract AddStep(value: number): number; - - public abstract GetValueFromIndex(index: number): number; - - public abstract GetBins(): Array<number>; - - public GetLabel(value: number): string { - return value.toString(); - } - - public GetLabels(): Array<BinLabel> { - var labels = new Array<BinLabel>(); - var bins = this.GetBins(); - bins.forEach(b => { - labels.push(new BinLabel({ - value: b, - minValue: b, - maxValue: this.AddStep(b), - label: this.GetLabel(b) - })); - }); - return labels; - } -} - -export enum ChartType { - HorizontalBar = 0, VerticalBar = 1, HeatMap = 2, SinglePoint = 3 -}
\ No newline at end of file diff --git a/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts b/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts deleted file mode 100644 index a92412686..000000000 --- a/src/client/northstar/model/binRanges/VisualBinRangeHelper.ts +++ /dev/null @@ -1,70 +0,0 @@ -import { BinRange, NominalBinRange, QuantitativeBinRange, Exception, AlphabeticBinRange, DateTimeBinRange, AggregateBinRange, DoubleValueAggregateResult, HistogramResult, AttributeParameters } from "../idea/idea"; -import { VisualBinRange, ChartType } from "./VisualBinRange"; -import { NominalVisualBinRange } from "./NominalVisualBinRange"; -import { QuantitativeVisualBinRange } from "./QuantitativeVisualBinRange"; -import { AlphabeticVisualBinRange } from "./AlphabeticVisualBinRange"; -import { DateTimeVisualBinRange } from "./DateTimeVisualBinRange"; -import { NorthstarSettings } from "../../manager/Gateway"; -import { ModelHelpers } from "../ModelHelpers"; -import { AttributeTransformationModel } from "../../core/attribute/AttributeTransformationModel"; - -export const SETTINGS_X_BINS = 15; -export const SETTINGS_Y_BINS = 15; -export const SETTINGS_SAMPLE_SIZE = 100000; - -export class VisualBinRangeHelper { - - public static GetNonAggregateVisualBinRange(dataBinRange: BinRange): VisualBinRange { - if (dataBinRange instanceof NominalBinRange) { - return new NominalVisualBinRange(dataBinRange); - } - else if (dataBinRange instanceof QuantitativeBinRange) { - return new QuantitativeVisualBinRange(dataBinRange); - } - else if (dataBinRange instanceof AlphabeticBinRange) { - return new AlphabeticVisualBinRange(dataBinRange); - } - else if (dataBinRange instanceof DateTimeBinRange) { - return new DateTimeVisualBinRange(dataBinRange); - } - throw new Exception(); - } - - public static GetVisualBinRange(distinctAttributeParameters: AttributeParameters | undefined, dataBinRange: BinRange, histoResult: HistogramResult, attr: AttributeTransformationModel, chartType: ChartType): VisualBinRange { - - if (!(dataBinRange instanceof AggregateBinRange)) { - return VisualBinRangeHelper.GetNonAggregateVisualBinRange(dataBinRange); - } - else { - var aggregateKey = ModelHelpers.CreateAggregateKey(distinctAttributeParameters, attr, histoResult, ModelHelpers.AllBrushIndex(histoResult)); - var minValue = Number.MAX_VALUE; - var maxValue = Number.MIN_VALUE; - for (const brush of histoResult.brushes!) { - aggregateKey.brushIndex = brush.brushIndex; - for (var key in histoResult.bins) { - if (histoResult.bins.hasOwnProperty(key)) { - var bin = histoResult.bins[key]; - var res = <DoubleValueAggregateResult>ModelHelpers.GetAggregateResult(bin, aggregateKey); - if (res && res.hasResult && res.result) { - minValue = Math.min(minValue, res.result); - maxValue = Math.max(maxValue, res.result); - } - } - } - } - - let visualBinRange = QuantitativeVisualBinRange.Initialize(minValue, maxValue, 10, false); - - if (chartType === ChartType.HorizontalBar || chartType === ChartType.VerticalBar) { - visualBinRange = QuantitativeVisualBinRange.Initialize(Math.min(0, minValue), - Math.max(0, (visualBinRange).DataBinRange.maxValue!), - SETTINGS_X_BINS, false); - } - else if (chartType === ChartType.SinglePoint) { - visualBinRange = QuantitativeVisualBinRange.Initialize(Math.min(0, minValue), Math.max(0, maxValue), - SETTINGS_X_BINS, false); - } - return visualBinRange; - } - } -} diff --git a/src/client/northstar/model/idea/MetricTypeMapping.ts b/src/client/northstar/model/idea/MetricTypeMapping.ts deleted file mode 100644 index e9759cf16..000000000 --- a/src/client/northstar/model/idea/MetricTypeMapping.ts +++ /dev/null @@ -1,30 +0,0 @@ -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 deleted file mode 100644 index c73a822c7..000000000 --- a/src/client/northstar/model/idea/idea.ts +++ /dev/null @@ -1,8557 +0,0 @@ -/* 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; - - public Equals(other: Object): boolean { - return this == other; - } - 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; - public Equals(other: Object): boolean { - return this == other; - } - - 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/northstar/operations/BaseOperation.ts b/src/client/northstar/operations/BaseOperation.ts deleted file mode 100644 index 013f2244e..000000000 --- a/src/client/northstar/operations/BaseOperation.ts +++ /dev/null @@ -1,162 +0,0 @@ -import { FilterModel } from '../core/filter/FilterModel'; -import { ErrorResult, Exception, OperationParameters, OperationReference, Result, ResultParameters } from '../model/idea/idea'; -import { action, computed, observable } from "mobx"; -import { Gateway } from '../manager/Gateway'; - -export abstract class BaseOperation { - private _interactionTimeoutId: number = 0; - private static _currentOperations: Map<number, PollPromise> = new Map<number, PollPromise>(); - //public InteractionTimeout: EventDelegate<InteractionTimeoutEventArgs> = new EventDelegate<InteractionTimeoutEventArgs>(); - - @observable public Error: string = ""; - @observable public OverridingFilters: FilterModel[] = []; - //@observable - @observable public Result?: Result = undefined; - @observable public ComputationStarted: boolean = false; - public OperationReference?: OperationReference = undefined; - - private static _nextId = 0; - public RequestSalt: string = ""; - public Id: number; - - constructor() { - this.Id = BaseOperation._nextId++; - } - - @computed - public get FilterString(): string { - return ""; - } - - - @action - public SetResult(result: Result): void { - this.Result = result; - } - - public async Update(): Promise<void> { - - try { - if (BaseOperation._currentOperations.has(this.Id)) { - BaseOperation._currentOperations.get(this.Id)!.Cancel(); - if (this.OperationReference) { - Gateway.Instance.PauseOperation(this.OperationReference.toJSON()); - } - } - - const operationParameters = this.CreateOperationParameters(); - if (this.Result) { - this.Result.progress = 0; - } // bcz: used to set Result to undefined, but that causes the display to blink - this.Error = ""; - const salt = Math.random().toString(); - this.RequestSalt = salt; - - if (!operationParameters) { - this.ComputationStarted = false; - return; - } - - this.ComputationStarted = true; - //let start = performance.now(); - const promise = Gateway.Instance.StartOperation(operationParameters.toJSON()); - promise.catch(err => { - action(() => { - this.Error = err; - console.error(err); - }); - }); - const operationReference = await promise; - - - if (operationReference) { - this.OperationReference = operationReference; - - const resultParameters = new ResultParameters(); - resultParameters.operationReference = operationReference; - - const pollPromise = new PollPromise(salt, operationReference); - BaseOperation._currentOperations.set(this.Id, pollPromise); - - pollPromise.Start(async () => { - const result = await Gateway.Instance.GetResult(resultParameters.toJSON()); - if (result instanceof ErrorResult) { - throw new Error((result).message); - } - if (this.RequestSalt === pollPromise.RequestSalt) { - if (result && (!this.Result || this.Result.progress !== result.progress)) { - /*if (operationViewModel.Result !== null && operationViewModel.Result !== undefined) { - let t1 = performance.now(); - console.log((t1 - start) + " milliseconds."); - start = performance.now(); - }*/ - this.SetResult(result); - } - - if (!result || result.progress! < 1) { - return true; - } - } - return false; - }, 100).catch((err: Error) => action(() => { - this.Error = err.message; - console.error(err.message); - })() - ); - } - } - catch (err) { - console.error(err as Exception); - // ErrorDialog.Instance.HandleError(err, operationViewModel); - } - } - - public CreateOperationParameters(): OperationParameters | undefined { return undefined; } - - private interactionTimeout() { - // clearTimeout(this._interactionTimeoutId); - // this.InteractionTimeout.Fire(new InteractionTimeoutEventArgs(this.TypedViewModel, InteractionTimeoutType.Timeout)); - } -} - -export class PollPromise { - public RequestSalt: string; - public OperationReference: OperationReference; - - private _notCanceled: boolean = true; - private _poll: undefined | (() => Promise<boolean>); - private _delay: number = 0; - - public constructor(requestKey: string, operationReference: OperationReference) { - this.RequestSalt = requestKey; - this.OperationReference = operationReference; - } - - public Cancel(): void { - this._notCanceled = false; - } - - public Start(poll: () => Promise<boolean>, delay: number): Promise<void> { - this._poll = poll; - this._delay = delay; - return this.pollRecursive(); - } - - private pollRecursive = (): Promise<void> => { - return Promise.resolve().then(this._poll).then((flag) => { - this._notCanceled && flag && new Promise((res) => (setTimeout(res, this._delay))) - .then(this.pollRecursive); - }); - } -} - - -export class InteractionTimeoutEventArgs { - constructor(public Sender: object, public Type: InteractionTimeoutType) { - } -} - -export enum InteractionTimeoutType { - Reset = 0, - Timeout = 1 -} diff --git a/src/client/northstar/operations/HistogramOperation.ts b/src/client/northstar/operations/HistogramOperation.ts deleted file mode 100644 index 74e23ea48..000000000 --- a/src/client/northstar/operations/HistogramOperation.ts +++ /dev/null @@ -1,158 +0,0 @@ -import { action, computed, observable, trace } from "mobx"; -import { CurrentUserUtils } from "../../../server/authentication/models/current_user_utils"; -import { ColumnAttributeModel } from "../core/attribute/AttributeModel"; -import { AttributeTransformationModel } from "../core/attribute/AttributeTransformationModel"; -import { CalculatedAttributeManager } from "../core/attribute/CalculatedAttributeModel"; -import { FilterModel } from "../core/filter/FilterModel"; -import { FilterOperand } from "../core/filter/FilterOperand"; -import { IBaseFilterConsumer } from "../core/filter/IBaseFilterConsumer"; -import { IBaseFilterProvider } from "../core/filter/IBaseFilterProvider"; -import { HistogramField } from "../dash-fields/HistogramField"; -import { SETTINGS_SAMPLE_SIZE, SETTINGS_X_BINS, SETTINGS_Y_BINS } from "../model/binRanges/VisualBinRangeHelper"; -import { AggregateFunction, AggregateParameters, Attribute, AverageAggregateParameters, Bin, DataType, DoubleValueAggregateResult, HistogramOperationParameters, HistogramResult, QuantitativeBinRange } from "../model/idea/idea"; -import { ModelHelpers } from "../model/ModelHelpers"; -import { ArrayUtil } from "../utils/ArrayUtil"; -import { BaseOperation } from "./BaseOperation"; -import { Doc } from "../../../new_fields/Doc"; -import { Cast, NumCast } from "../../../new_fields/Types"; - -export class HistogramOperation extends BaseOperation implements IBaseFilterConsumer, IBaseFilterProvider { - public static Empty = new HistogramOperation("-empty schema-", new AttributeTransformationModel(new ColumnAttributeModel(new Attribute())), new AttributeTransformationModel(new ColumnAttributeModel(new Attribute())), new AttributeTransformationModel(new ColumnAttributeModel(new Attribute()))); - @observable public FilterOperand: FilterOperand = FilterOperand.AND; - @observable public Links: Doc[] = []; - @observable public BrushLinks: { l: Doc, b: Doc }[] = []; - @observable public BrushColors: number[] = []; - @observable public BarFilterModels: FilterModel[] = []; - - @observable public Normalization: number = -1; - @observable public X: AttributeTransformationModel; - @observable public Y: AttributeTransformationModel; - @observable public V: AttributeTransformationModel; - @observable public SchemaName: string; - @observable public QRange: QuantitativeBinRange | undefined; - public get Schema() { return CurrentUserUtils.GetNorthstarSchema(this.SchemaName); } - - constructor(schemaName: string, x: AttributeTransformationModel, y: AttributeTransformationModel, v: AttributeTransformationModel, normalized?: number) { - super(); - this.X = x; - this.Y = y; - this.V = v; - this.Normalization = normalized ? normalized : -1; - this.SchemaName = schemaName; - } - - public static Duplicate(op: HistogramOperation) { - - return new HistogramOperation(op.SchemaName, op.X, op.Y, op.V, op.Normalization); - } - public Copy(): HistogramOperation { - return new HistogramOperation(this.SchemaName, this.X, this.Y, this.V, this.Normalization); - } - - Equals(other: Object): boolean { - throw new Error("Method not implemented."); - } - - - public get FilterModels() { - return this.BarFilterModels; - } - @action - public AddFilterModels(filterModels: FilterModel[]): void { - filterModels.filter(f => f !== null).forEach(fm => this.BarFilterModels.push(fm)); - } - @action - public RemoveFilterModels(filterModels: FilterModel[]): void { - ArrayUtil.RemoveMany(this.BarFilterModels, filterModels); - } - - @computed - public get FilterString(): string { - if (this.OverridingFilters.length > 0) { - return "(" + this.OverridingFilters.filter(fm => fm !== null).map(fm => fm.ToPythonString()).join(" || ") + ")"; - } - let filterModels: FilterModel[] = []; - return FilterModel.GetFilterModelsRecursive(this, new Set<IBaseFilterProvider>(), filterModels, true); - } - - public get BrushString(): string[] { - let brushes: string[] = []; - this.BrushLinks.map(brushLink => { - let brushHistogram = Cast(brushLink.b.data, HistogramField); - if (brushHistogram) { - let filterModels: FilterModel[] = []; - brushes.push(FilterModel.GetFilterModelsRecursive(brushHistogram.HistoOp, new Set<IBaseFilterProvider>(), filterModels, false)); - } - }); - return brushes; - } - - _stackedFilters: (FilterModel[])[] = []; - @action - public DrillDown(up: boolean) { - if (!up) { - if (!this.BarFilterModels.length) { - return; - } - this._stackedFilters.push(this.BarFilterModels.map(f => f)); - this.OverridingFilters.length = 0; - this.OverridingFilters.push(...this._stackedFilters[this._stackedFilters.length - 1]); - this.BarFilterModels.map(fm => fm).map(fm => this.RemoveFilterModels([fm])); - //this.updateHistogram(); - } else { - this.OverridingFilters.length = 0; - if (this._stackedFilters.length) { - this.OverridingFilters.push(...this._stackedFilters.pop()!); - } - // else - // this.updateHistogram(); - } - } - - private getAggregateParameters(histoX: AttributeTransformationModel, histoY: AttributeTransformationModel, histoValue: AttributeTransformationModel) { - let allAttributes = new Array<AttributeTransformationModel>(histoX, histoY, histoValue); - allAttributes = ArrayUtil.Distinct(allAttributes.filter(a => a.AggregateFunction !== AggregateFunction.None)); - - let numericDataTypes = [DataType.Int, DataType.Double, DataType.Float]; - let perBinAggregateParameters: AggregateParameters[] = ModelHelpers.GetAggregateParametersWithMargins(this.Schema!.distinctAttributeParameters, allAttributes); - let globalAggregateParameters: AggregateParameters[] = []; - [histoX, histoY] - .filter(a => a.AggregateFunction === AggregateFunction.None && ArrayUtil.Contains(numericDataTypes, a.AttributeModel.DataType)) - .forEach(a => { - let avg = new AverageAggregateParameters(); - avg.attributeParameters = ModelHelpers.GetAttributeParameters(a.AttributeModel); - globalAggregateParameters.push(avg); - }); - return [perBinAggregateParameters, globalAggregateParameters]; - } - - public CreateOperationParameters(): HistogramOperationParameters | undefined { - if (this.X && this.Y && this.V) { - let [perBinAggregateParameters, globalAggregateParameters] = this.getAggregateParameters(this.X, this.Y, this.V); - return new HistogramOperationParameters({ - enableBrushComputation: true, - adapterName: this.SchemaName, - filter: this.FilterString, - brushes: this.BrushString, - binningParameters: [ModelHelpers.GetBinningParameters(this.X, SETTINGS_X_BINS, this.QRange ? this.QRange.minValue : undefined, this.QRange ? this.QRange.maxValue : undefined), - ModelHelpers.GetBinningParameters(this.Y, SETTINGS_Y_BINS)], - sampleStreamBlockSize: SETTINGS_SAMPLE_SIZE, - perBinAggregateParameters: perBinAggregateParameters, - globalAggregateParameters: globalAggregateParameters, - sortPerBinAggregateParameter: undefined, - attributeCalculatedParameters: CalculatedAttributeManager - .AllCalculatedAttributes.map(a => ModelHelpers.GetAttributeParametersFromAttributeModel(a)), - degreeOfParallism: 1, // Settings.Instance.DegreeOfParallelism, - isCachable: false - }); - } - } - - @action - public async Update(): Promise<void> { - this.BrushColors = this.BrushLinks.map(e => NumCast(e.l.backgroundColor)); - return super.Update(); - } -} - - diff --git a/src/client/northstar/utils/ArrayUtil.ts b/src/client/northstar/utils/ArrayUtil.ts deleted file mode 100644 index 12b8d8e77..000000000 --- a/src/client/northstar/utils/ArrayUtil.ts +++ /dev/null @@ -1,90 +0,0 @@ -import { Exception } from "../model/idea/idea"; - -export class ArrayUtil { - - public static Contains(arr1: any[], arr2: any): boolean { - if (arr1.length === 0) { - return false; - } - let isComplex = typeof arr1[0] === "object"; - for (const ele of arr1) { - if (isComplex && "Equals" in ele) { - if (ele.Equals(arr2)) { - return true; - } - } - else { - if (ele === arr2) { - return true; - } - } - } - return false; - } - - - public static RemoveMany(arr: any[], elements: Object[]) { - elements.forEach(e => ArrayUtil.Remove(arr, e)); - } - - public static AddMany(arr: any[], others: Object[]) { - arr.push(...others); - } - - public static Clear(arr: any[]) { - arr.splice(0, arr.length); - } - - - public static Remove(arr: any[], other: Object) { - const index = ArrayUtil.IndexOfWithEqual(arr, other); - if (index === -1) { - return; - } - arr.splice(index, 1); - } - - - public static First<T>(arr: T[], predicate: (x: any) => boolean): T { - let filtered = arr.filter(predicate); - if (filtered.length > 0) { - return filtered[0]; - } - throw new Exception(); - } - - public static FirstOrDefault<T>(arr: T[], predicate: (x: any) => boolean): T | undefined { - let filtered = arr.filter(predicate); - if (filtered.length > 0) { - return filtered[0]; - } - return undefined; - } - - public static Distinct(arr: any[]): any[] { - let ret = []; - for (const ele of arr) { - if (!ArrayUtil.Contains(ret, ele)) { - ret.push(ele); - } - } - return ret; - } - - public static IndexOfWithEqual(arr: any[], other: any): number { - for (let i = 0; i < arr.length; i++) { - let isComplex = typeof arr[0] === "object"; - if (isComplex && "Equals" in arr[i]) { - if (arr[i].Equals(other)) { - return i; - } - } - else { - if (arr[i] === other) { - return i; - } - } - } - return -1; - } -}
\ No newline at end of file diff --git a/src/client/northstar/utils/Extensions.ts b/src/client/northstar/utils/Extensions.ts deleted file mode 100644 index df14d4da0..000000000 --- a/src/client/northstar/utils/Extensions.ts +++ /dev/null @@ -1,29 +0,0 @@ -interface String { - ReplaceAll(toReplace: string, replacement: string): string; - Truncate(length: number, replacement: string): String; -} - -String.prototype.ReplaceAll = function (toReplace: string, replacement: string): string { - var target = this; - return target.split(toReplace).join(replacement); -}; - -String.prototype.Truncate = function (length: number, replacement: string): String { - var target = this; - if (target.length >= length) { - target = target.slice(0, Math.max(0, length - replacement.length)) + replacement; - } - return target; -}; - -interface Math { - log10(val: number): number; -} - -Math.log10 = function (val: number): number { - return Math.log(val) / Math.LN10; -}; - -declare interface ObjectConstructor { - assign(...objects: Object[]): Object; -} diff --git a/src/client/northstar/utils/GeometryUtil.ts b/src/client/northstar/utils/GeometryUtil.ts deleted file mode 100644 index d5220c479..000000000 --- a/src/client/northstar/utils/GeometryUtil.ts +++ /dev/null @@ -1,133 +0,0 @@ -import { MathUtil, PIXIRectangle, PIXIPoint } from "./MathUtil"; - - -export class GeometryUtil { - - public static ComputeBoundingBox(points: { x: number, y: number }[], scale = 1, padding: number = 0): PIXIRectangle { - let minX: number = Number.MAX_VALUE; - let minY: number = Number.MAX_VALUE; - let maxX: number = Number.MIN_VALUE; - let maxY: number = Number.MIN_VALUE; - for (const point of points) { - if (point.x < minX) { - minX = point.x; - } - if (point.y < minY) { - minY = point.y; - } - if (point.x > maxX) { - maxX = point.x; - } - if (point.y > maxY) { - maxY = point.y; - } - } - return new PIXIRectangle(minX * scale - padding, minY * scale - padding, (maxX - minX) * scale + padding * 2, (maxY - minY) * scale + padding * 2); - } - - public static RectangleOverlap(rect1: PIXIRectangle, rect2: PIXIRectangle) { - let x_overlap = Math.max(0, Math.min(rect1.right, rect2.right) - Math.max(rect1.left, rect2.left)); - let y_overlap = Math.max(0, Math.min(rect1.bottom, rect2.bottom) - Math.max(rect1.top, rect2.top)); - return x_overlap * y_overlap; - } - - public static RotatePoints(center: { x: number, y: number }, points: { x: number, y: number }[], angle: number): PIXIPoint[] { - const rotate = (cx: number, cy: number, x: number, y: number, angle: number) => { - const radians = angle, - cos = Math.cos(radians), - sin = Math.sin(radians), - nx = (cos * (x - cx)) + (sin * (y - cy)) + cx, - ny = (cos * (y - cy)) - (sin * (x - cx)) + cy; - return new PIXIPoint(nx, ny); - }; - return points.map(p => rotate(center.x, center.y, p.x, p.y, angle)); - } - - public static LineByLeastSquares(points: { x: number, y: number }[]): PIXIPoint[] { - let sum_x: number = 0; - let sum_y: number = 0; - let sum_xy: number = 0; - let sum_xx: number = 0; - let count: number = 0; - - let x: number = 0; - let y: number = 0; - - - if (points.length === 0) { - return []; - } - - for (const point of points) { - x = point.x; - y = point.y; - sum_x += x; - sum_y += y; - sum_xx += x * x; - sum_xy += x * y; - count++; - } - - let m = (count * sum_xy - sum_x * sum_y) / (count * sum_xx - sum_x * sum_x); - let b = (sum_y / count) - (m * sum_x) / count; - let result: PIXIPoint[] = new Array<PIXIPoint>(); - - for (const point of points) { - x = point.x; - y = x * m + b; - result.push(new PIXIPoint(x, y)); - } - return result; - } - - // public static PointInsidePolygon(vs:Point[], x:number, y:number):boolean { - // // ray-casting algorithm based on - // // http://www.ecse.rpi.edu/Homepages/wrf/Research/Short_Notes/pnpoly.html - - // var inside = false; - // for (var i = 0, j = vs.length - 1; i < vs.length; j = i++) { - // var xi = vs[i].x, yi = vs[i].y; - // var xj = vs[j].x, yj = vs[j].y; - - // var intersect = ((yi > y) !== (yj > y)) && (x < (xj - xi) * (y - yi) / (yj - yi) + xi); - // if (intersect) - // inside = !inside; - // } - - // return inside; - // }; - - public static IntersectLines(x1: number, y1: number, x2: number, y2: number, x3: number, y3: number, x4: number, y4: number): boolean { - let a1: number, a2: number, b1: number, b2: number, c1: number, c2: number; - let r1: number, r2: number, r3: number, r4: number; - let denom: number, offset: number, num: number; - - a1 = y2 - y1; - b1 = x1 - x2; - c1 = (x2 * y1) - (x1 * y2); - r3 = ((a1 * x3) + (b1 * y3) + c1); - r4 = ((a1 * x4) + (b1 * y4) + c1); - - if ((r3 !== 0) && (r4 !== 0) && (MathUtil.Sign(r3) === MathUtil.Sign(r4))) { - return false; - } - - a2 = y4 - y3; - b2 = x3 - x4; - c2 = (x4 * y3) - (x3 * y4); - - r1 = (a2 * x1) + (b2 * y1) + c2; - r2 = (a2 * x2) + (b2 * y2) + c2; - - if ((r1 !== 0) && (r2 !== 0) && (MathUtil.Sign(r1) === MathUtil.Sign(r2))) { - return false; - } - - denom = (a1 * b2) - (a2 * b1); - - if (denom === 0) { - return false; - } - return true; - } -}
\ No newline at end of file diff --git a/src/client/northstar/utils/IDisposable.ts b/src/client/northstar/utils/IDisposable.ts deleted file mode 100644 index 5e9843326..000000000 --- a/src/client/northstar/utils/IDisposable.ts +++ /dev/null @@ -1,3 +0,0 @@ -export interface IDisposable { - Dispose(): void; -}
\ No newline at end of file diff --git a/src/client/northstar/utils/IEquatable.ts b/src/client/northstar/utils/IEquatable.ts deleted file mode 100644 index 2f81c2478..000000000 --- a/src/client/northstar/utils/IEquatable.ts +++ /dev/null @@ -1,3 +0,0 @@ -export interface IEquatable { - Equals(other: Object): boolean; -}
\ No newline at end of file diff --git a/src/client/northstar/utils/KeyCodes.ts b/src/client/northstar/utils/KeyCodes.ts deleted file mode 100644 index 044569ffe..000000000 --- a/src/client/northstar/utils/KeyCodes.ts +++ /dev/null @@ -1,137 +0,0 @@ -/** - * Class contains the keycodes for keys on your keyboard. - * - * Useful for auto completion: - * - * ``` - * switch (event.key) - * { - * case KeyCode.UP: - * { - * // Up key pressed - * break; - * } - * case KeyCode.DOWN: - * { - * // Down key pressed - * break; - * } - * case KeyCode.LEFT: - * { - * // Left key pressed - * break; - * } - * case KeyCode.RIGHT: - * { - * // Right key pressed - * break; - * } - * default: - * { - * // ignore - * break; - * } - * } - * ``` - */ -export class KeyCodes -{ - public static TAB:number = 9; - public static CAPS_LOCK:number = 20; - public static SHIFT:number = 16; - public static CONTROL:number = 17; - public static SPACE:number = 32; - public static DOWN:number = 40; - public static UP:number = 38; - public static LEFT:number = 37; - public static RIGHT:number = 39; - public static ESCAPE:number = 27; - public static F1:number = 112; - public static F2:number = 113; - public static F3:number = 114; - public static F4:number = 115; - public static F5:number = 116; - public static F6:number = 117; - public static F7:number = 118; - public static F8:number = 119; - public static F9:number = 120; - public static F10:number = 121; - public static F11:number = 122; - public static F12:number = 123; - public static INSERT:number = 45; - public static HOME:number = 36; - public static PAGE_UP:number = 33; - public static PAGE_DOWN:number = 34; - public static DELETE:number = 46; - public static END:number = 35; - public static ENTER:number = 13; - public static BACKSPACE:number = 8; - public static NUMPAD_0:number = 96; - public static NUMPAD_1:number = 97; - public static NUMPAD_2:number = 98; - public static NUMPAD_3:number = 99; - public static NUMPAD_4:number = 100; - public static NUMPAD_5:number = 101; - public static NUMPAD_6:number = 102; - public static NUMPAD_7:number = 103; - public static NUMPAD_8:number = 104; - public static NUMPAD_9:number = 105; - public static NUMPAD_DIVIDE:number = 111; - public static NUMPAD_ADD:number = 107; - public static NUMPAD_ENTER:number = 13; - public static NUMPAD_DECIMAL:number = 110; - public static NUMPAD_SUBTRACT:number = 109; - public static NUMPAD_MULTIPLY:number = 106; - public static SEMICOLON:number = 186; - public static EQUAL:number = 187; - public static COMMA:number = 188; - public static MINUS:number = 189; - public static PERIOD:number = 190; - public static SLASH:number = 191; - public static BACKQUOTE:number = 192; - public static LEFTBRACKET:number = 219; - public static BACKSLASH:number = 220; - public static RIGHTBRACKET:number = 221; - public static QUOTE:number = 222; - public static ALT:number = 18; - public static COMMAND:number = 15; - public static NUMPAD:number = 21; - public static A:number = 65; - public static B:number = 66; - public static C:number = 67; - public static D:number = 68; - public static E:number = 69; - public static F:number = 70; - public static G:number = 71; - public static H:number = 72; - public static I:number = 73; - public static J:number = 74; - public static K:number = 75; - public static L:number = 76; - public static M:number = 77; - public static N:number = 78; - public static O:number = 79; - public static P:number = 80; - public static Q:number = 81; - public static R:number = 82; - public static S:number = 83; - public static T:number = 84; - public static U:number = 85; - public static V:number = 86; - public static W:number = 87; - public static X:number = 88; - public static Y:number = 89; - public static Z:number = 90; - public static NUM_0:number = 48; - public static NUM_1:number = 49; - public static NUM_2:number = 50; - public static NUM_3:number = 51; - public static NUM_4:number = 52; - public static NUM_5:number = 53; - public static NUM_6:number = 54; - public static NUM_7:number = 55; - public static NUM_8:number = 56; - public static NUM_9:number = 57; - public static SUBSTRACT:number = 189; - public static ADD:number = 187; -}
\ No newline at end of file diff --git a/src/client/northstar/utils/LABColor.ts b/src/client/northstar/utils/LABColor.ts deleted file mode 100644 index 72e46fb7f..000000000 --- a/src/client/northstar/utils/LABColor.ts +++ /dev/null @@ -1,90 +0,0 @@ - -export class LABColor { - public L: number; - public A: number; - public B: number; - - // constructor - takes three floats for lightness and color-opponent dimensions - constructor(l: number, a: number, b: number) { - this.L = l; - this.A = a; - this.B = b; - } - - // static function for linear interpolation between two LABColors - public static Lerp(a: LABColor, b: LABColor, t: number): LABColor { - return new LABColor(LABColor.LerpNumber(a.L, b.L, t), LABColor.LerpNumber(a.A, b.A, t), LABColor.LerpNumber(a.B, b.B, t)); - } - - public static LerpNumber(a: number, b: number, percent: number): number { - return a + percent * (b - a); - } - - static hexToRGB(hex: number, alpha: number): number[] { - var r = (hex & (0xff << 16)) >> 16; - var g = (hex & (0xff << 8)) >> 8; - var b = (hex & (0xff << 0)) >> 0; - return [r, g, b]; - } - static RGBtoHex(red: number, green: number, blue: number): number { - return blue | (green << 8) | (red << 16); - } - - public static RGBtoHexString(rgb: number): string { - let str = "#" + this.hex((rgb & (0xff << 16)) >> 16) + this.hex((rgb & (0xff << 8)) >> 8) + this.hex((rgb & (0xff << 0)) >> 0); - return str; - } - - static hex(x: number): string { - var hexDigits = new Array - ("0", "1", "2", "3", "4", "5", "6", "7", "8", "9", "a", "b", "c", "d", "e", "f"); - return isNaN(x) ? "00" : hexDigits[(x - x % 16) / 16] + hexDigits[x % 16]; - } - - public static FromColor(c: number): LABColor { - var rgb = LABColor.hexToRGB(c, 0); - var r = LABColor.d3_rgb_xyz(rgb[0] * 255); - var g = LABColor.d3_rgb_xyz(rgb[1] * 255); - var b = LABColor.d3_rgb_xyz(rgb[2] * 255); - - var x = LABColor.d3_xyz_lab((0.4124564 * r + 0.3575761 * g + 0.1804375 * b) / LABColor.d3_lab_X); - var y = LABColor.d3_xyz_lab((0.2126729 * r + 0.7151522 * g + 0.0721750 * b) / LABColor.d3_lab_Y); - var z = LABColor.d3_xyz_lab((0.0193339 * r + 0.1191920 * g + 0.9503041 * b) / LABColor.d3_lab_Z); - var lab = new LABColor(116 * y - 16, 500 * (x - y), 200 * (y - z)); - return lab; - } - - private static d3_lab_X: number = 0.950470; - private static d3_lab_Y: number = 1; - private static d3_lab_Z: number = 1.088830; - - public static d3_lab_xyz(x: number): number { - return x > 0.206893034 ? x * x * x : (x - 4 / 29) / 7.787037; - } - - public static d3_xyz_rgb(r: number): number { - return Math.round(255 * (r <= 0.00304 ? 12.92 * r : 1.055 * Math.pow(r, 1 / 2.4) - 0.055)); - } - - public static d3_rgb_xyz(r: number): number { - return (r /= 255) <= 0.04045 ? r / 12.92 : Math.pow((r + 0.055) / 1.055, 2.4); - } - - public static d3_xyz_lab(x: number): number { - return x > 0.008856 ? Math.pow(x, 1 / 3) : 7.787037 * x + 4 / 29; - } - - public static ToColor(lab: LABColor): number { - var y = (lab.L + 16) / 116; - var x = y + lab.A / 500; - var z = y - lab.B / 200; - x = LABColor.d3_lab_xyz(x) * LABColor.d3_lab_X; - y = LABColor.d3_lab_xyz(y) * LABColor.d3_lab_Y; - z = LABColor.d3_lab_xyz(z) * LABColor.d3_lab_Z; - - return LABColor.RGBtoHex( - LABColor.d3_xyz_rgb(3.2404542 * x - 1.5371385 * y - 0.4985314 * z) / 255, - LABColor.d3_xyz_rgb(-0.9692660 * x + 1.8760108 * y + 0.0415560 * z) / 255, - LABColor.d3_xyz_rgb(0.0556434 * x - 0.2040259 * y + 1.0572252 * z) / 255); - } -}
\ No newline at end of file diff --git a/src/client/northstar/utils/MathUtil.ts b/src/client/northstar/utils/MathUtil.ts deleted file mode 100644 index 5def5e704..000000000 --- a/src/client/northstar/utils/MathUtil.ts +++ /dev/null @@ -1,249 +0,0 @@ - - -export class PIXIPoint { - public get x() { return this.coords[0]; } - public get y() { return this.coords[1]; } - public set x(value: number) { this.coords[0] = value; } - public set y(value: number) { this.coords[1] = value; } - public coords: number[] = [0, 0]; - constructor(x: number, y: number) { - this.coords[0] = x; - this.coords[1] = y; - } -} - -export class PIXIRectangle { - public x: number; - public y: number; - public width: number; - public height: number; - public get left() { return this.x; } - public get right() { return this.x + this.width; } - public get top() { return this.y; } - public get bottom() { return this.top + this.height; } - public static get EMPTY() { return new PIXIRectangle(0, 0, -1, -1); } - constructor(x: number, y: number, width: number, height: number) { - this.x = x; - this.y = y; - this.width = width; - this.height = height; - } -} - -export class MathUtil { - - public static EPSILON: number = 0.001; - - public static Sign(value: number): number { - return value >= 0 ? 1 : -1; - } - - public static AddPoint(p1: PIXIPoint, p2: PIXIPoint, inline: boolean = false): PIXIPoint { - if (inline) { - p1.x += p2.x; - p1.y += p2.y; - return p1; - } - else { - return new PIXIPoint(p1.x + p2.x, p1.y + p2.y); - } - } - - public static Perp(p1: PIXIPoint): PIXIPoint { - return new PIXIPoint(-p1.y, p1.x); - } - - public static DividePoint(p1: PIXIPoint, by: number, inline: boolean = false): PIXIPoint { - if (inline) { - p1.x /= by; - p1.y /= by; - return p1; - } - else { - return new PIXIPoint(p1.x / by, p1.y / by); - } - } - - public static MultiplyConstant(p1: PIXIPoint, by: number, inline: boolean = false) { - if (inline) { - p1.x *= by; - p1.y *= by; - return p1; - } - else { - return new PIXIPoint(p1.x * by, p1.y * by); - } - } - - public static SubtractPoint(p1: PIXIPoint, p2: PIXIPoint, inline: boolean = false): PIXIPoint { - if (inline) { - p1.x -= p2.x; - p1.y -= p2.y; - return p1; - } - else { - return new PIXIPoint(p1.x - p2.x, p1.y - p2.y); - } - } - - public static Area(rect: PIXIRectangle): number { - return rect.width * rect.height; - } - - public static DistToLineSegment(v: PIXIPoint, w: PIXIPoint, p: PIXIPoint) { - // Return minimum distance between line segment vw and point p - const l2 = MathUtil.DistSquared(v, w); // i.e. |w-v|^2 - avoid a sqrt - if (l2 === 0.0) return MathUtil.Dist(p, v); // v === w case - // Consider the line extending the segment, parameterized as v + t (w - v). - // We find projection of point p onto the line. - // It falls where t = [(p-v) . (w-v)] / |w-v|^2 - // We clamp t from [0,1] to handle points outside the segment vw. - const dot = MathUtil.Dot( - MathUtil.SubtractPoint(p, v), - MathUtil.SubtractPoint(w, v)) / l2; - const t = Math.max(0, Math.min(1, dot)); - // Projection falls on the segment - const projection = MathUtil.AddPoint(v, - MathUtil.MultiplyConstant( - MathUtil.SubtractPoint(w, v), t)); - return MathUtil.Dist(p, projection); - } - - public static LineSegmentIntersection(ps1: PIXIPoint, pe1: PIXIPoint, ps2: PIXIPoint, pe2: PIXIPoint): PIXIPoint | undefined { - const a1 = pe1.y - ps1.y; - const b1 = ps1.x - pe1.x; - - const a2 = pe2.y - ps2.y; - const b2 = ps2.x - pe2.x; - - const delta = a1 * b2 - a2 * b1; - if (delta === 0) { - return undefined; - } - const c2 = a2 * ps2.x + b2 * ps2.y; - const c1 = a1 * ps1.x + b1 * ps1.y; - const invdelta = 1 / delta; - return new PIXIPoint((b2 * c1 - b1 * c2) * invdelta, (a1 * c2 - a2 * c1) * invdelta); - } - - public static PointInPIXIRectangle(p: PIXIPoint, rect: PIXIRectangle): boolean { - if (p.x < rect.left - this.EPSILON) { - return false; - } - if (p.x > rect.right + this.EPSILON) { - return false; - } - if (p.y < rect.top - this.EPSILON) { - return false; - } - if (p.y > rect.bottom + this.EPSILON) { - return false; - } - - return true; - } - - public static LinePIXIRectangleIntersection(lineFrom: PIXIPoint, lineTo: PIXIPoint, rect: PIXIRectangle): Array<PIXIPoint> { - const r1 = new PIXIPoint(rect.left, rect.top); - const r2 = new PIXIPoint(rect.right, rect.top); - const r3 = new PIXIPoint(rect.right, rect.bottom); - const r4 = new PIXIPoint(rect.left, rect.bottom); - const ret = new Array<PIXIPoint>(); - const dist = this.Dist(lineFrom, lineTo); - let inter = this.LineSegmentIntersection(lineFrom, lineTo, r1, r2); - if (inter && this.PointInPIXIRectangle(inter, rect) && - this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) { - ret.push(inter); - } - inter = this.LineSegmentIntersection(lineFrom, lineTo, r2, r3); - if (inter && this.PointInPIXIRectangle(inter, rect) && - this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) { - ret.push(inter); - } - inter = this.LineSegmentIntersection(lineFrom, lineTo, r3, r4); - if (inter && this.PointInPIXIRectangle(inter, rect) && - this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) { - ret.push(inter); - } - inter = this.LineSegmentIntersection(lineFrom, lineTo, r4, r1); - if (inter && this.PointInPIXIRectangle(inter, rect) && - this.Dist(inter, lineFrom) < dist && this.Dist(inter, lineTo) < dist) { - ret.push(inter); - } - return ret; - } - - public static Intersection(rect1: PIXIRectangle, rect2: PIXIRectangle): PIXIRectangle { - const left = Math.max(rect1.x, rect2.x); - const right = Math.min(rect1.x + rect1.width, rect2.x + rect2.width); - const top = Math.max(rect1.y, rect2.y); - const bottom = Math.min(rect1.y + rect1.height, rect2.y + rect2.height); - return new PIXIRectangle(left, top, right - left, bottom - top); - } - - public static Dist(p1: PIXIPoint, p2: PIXIPoint): number { - return Math.sqrt(MathUtil.DistSquared(p1, p2)); - } - - public static Dot(p1: PIXIPoint, p2: PIXIPoint): number { - return p1.x * p2.x + p1.y * p2.y; - } - - public static Normalize(p1: PIXIPoint) { - const d = this.Length(p1); - return new PIXIPoint(p1.x / d, p1.y / d); - } - - public static Length(p1: PIXIPoint): number { - return Math.sqrt(p1.x * p1.x + p1.y * p1.y); - } - - public static DistSquared(p1: PIXIPoint, p2: PIXIPoint): number { - const a = p1.x - p2.x; - const b = p1.y - p2.y; - return (a * a + b * b); - } - - public static RectIntersectsRect(r1: PIXIRectangle, r2: PIXIRectangle): boolean { - return !(r2.x > r1.x + r1.width || - r2.x + r2.width < r1.x || - r2.y > r1.y + r1.height || - r2.y + r2.height < r1.y); - } - - public static ArgMin(temp: number[]): number { - let index = 0; - let value = temp[0]; - for (let i = 1; i < temp.length; i++) { - if (temp[i] < value) { - value = temp[i]; - index = i; - } - } - return index; - } - - public static ArgMax(temp: number[]): number { - let index = 0; - let value = temp[0]; - for (let i = 1; i < temp.length; i++) { - if (temp[i] > value) { - value = temp[i]; - index = i; - } - } - return index; - } - - public static Combinations<T>(chars: T[]) { - const result = new Array<T>(); - const f = (prefix: any, chars: any) => { - for (let i = 0; i < chars.length; i++) { - result.push(prefix.concat(chars[i])); - f(prefix.concat(chars[i]), chars.slice(i + 1)); - } - }; - f([], chars); - return result; - } -}
\ No newline at end of file diff --git a/src/client/northstar/utils/PartialClass.ts b/src/client/northstar/utils/PartialClass.ts deleted file mode 100644 index 2f20de96f..000000000 --- a/src/client/northstar/utils/PartialClass.ts +++ /dev/null @@ -1,7 +0,0 @@ - -export class PartialClass<T> { - - constructor(data?: Partial<T>) { - Object.assign(this, data); - } -}
\ No newline at end of file diff --git a/src/client/northstar/utils/SizeConverter.ts b/src/client/northstar/utils/SizeConverter.ts deleted file mode 100644 index a52890ed9..000000000 --- a/src/client/northstar/utils/SizeConverter.ts +++ /dev/null @@ -1,101 +0,0 @@ -import { PIXIPoint } from "./MathUtil"; -import { VisualBinRange } from "../model/binRanges/VisualBinRange"; -import { Bin, DoubleValueAggregateResult, AggregateKey } from "../model/idea/idea"; -import { ModelHelpers } from "../model/ModelHelpers"; -import { observable, action, computed } from "mobx"; - -export class SizeConverter { - public DataMins: Array<number> = new Array<number>(2); - public DataMaxs: Array<number> = new Array<number>(2); - public DataRanges: Array<number> = new Array<number>(2); - public MaxLabelSizes: Array<PIXIPoint> = new Array<PIXIPoint>(2); - public RenderDimension: number = 300; - - @observable _leftOffset: number = 40; - @observable _rightOffset: number = 20; - @observable _topOffset: number = 20; - @observable _bottomOffset: number = 45; - @observable _labelAngle: number = 0; - @observable _isSmall: boolean = false; - @observable public Initialized = 0; - - @action public SetIsSmall(isSmall: boolean) { this._isSmall = isSmall; } - @action public SetLabelAngle(angle: number) { this._labelAngle = angle; } - @computed public get IsSmall() { return this._isSmall; } - @computed public get LabelAngle() { return this._labelAngle; } - @computed public get LeftOffset() { return this.IsSmall ? 5 : this._leftOffset; } - @computed public get RightOffset() { return this.IsSmall ? 5 : !this._labelAngle ? this._bottomOffset : Math.max(this._rightOffset, Math.cos(this._labelAngle) * (this.MaxLabelSizes[0].x + 18)); } - @computed public get TopOffset() { return this.IsSmall ? 5 : this._topOffset; } - @computed public get BottomOffset() { return this.IsSmall ? 25 : !this._labelAngle ? this._bottomOffset : Math.max(this._bottomOffset, Math.sin(this._labelAngle) * (this.MaxLabelSizes[0].x + 18)) + 18; } - - public SetVisualBinRanges(visualBinRanges: Array<VisualBinRange>) { - this.Initialized++; - var xLabels = visualBinRanges[0].GetLabels(); - var yLabels = visualBinRanges[1].GetLabels(); - var xLabelStrings = xLabels.map(l => l.label!).sort(function (a, b) { return b.length - a.length; }); - var yLabelStrings = yLabels.map(l => l.label!).sort(function (a, b) { return b.length - a.length; }); - - var metricsX = { width: 75 }; // RenderUtils.MeasureText(FontStyles.Default.fontFamily.toString(), 12, // FontStyles.AxisLabel.fontSize as number, - //xLabelStrings[0]!.slice(0, 20)) // StyleConstants.MAX_CHAR_FOR_HISTOGRAM_LABELS)); - var metricsY = { width: 22 }; // RenderUtils.MeasureText(FontStyles.Default.fontFamily.toString(), 12, // FontStyles.AxisLabel.fontSize as number, - // yLabelStrings[0]!.slice(0, 20)); // StyleConstants.MAX_CHAR_FOR_HISTOGRAM_LABELS)); - this.MaxLabelSizes[0] = new PIXIPoint(metricsX.width, 12);// FontStyles.AxisLabel.fontSize as number); - this.MaxLabelSizes[1] = new PIXIPoint(metricsY.width, 12); // FontStyles.AxisLabel.fontSize as number); - - this._leftOffset = Math.max(10, metricsY.width + 10 + 20); - - this.DataMins[0] = xLabels.map(l => l.minValue!).reduce((m, c) => Math.min(m, c), Number.MAX_VALUE); - this.DataMins[1] = yLabels.map(l => l.minValue!).reduce((m, c) => Math.min(m, c), Number.MAX_VALUE); - this.DataMaxs[0] = xLabels.map(l => l.maxValue!).reduce((m, c) => Math.max(m, c), Number.MIN_VALUE); - this.DataMaxs[1] = yLabels.map(l => l.maxValue!).reduce((m, c) => Math.max(m, c), Number.MIN_VALUE); - - this.DataRanges[0] = this.DataMaxs[0] - this.DataMins[0]; - this.DataRanges[1] = this.DataMaxs[1] - this.DataMins[1]; - } - - public DataToScreenNormalizedRange(dataValue: number, normalization: number, axis: number, binBrushMaxAxis: number) { - var value = normalization !== 1 - axis || binBrushMaxAxis === 0 ? dataValue : (dataValue - 0) / (binBrushMaxAxis - 0) * this.DataRanges[axis]; - var from = this.DataToScreenCoord(Math.min(0, value), axis); - var to = this.DataToScreenCoord(Math.max(0, value), axis); - return [from, value, to]; - } - - public DataToScreenPointRange(axis: number, bin: Bin, aggregateKey: AggregateKey) { - var value = ModelHelpers.GetAggregateResult(bin, aggregateKey) as DoubleValueAggregateResult; - if (value && value.hasResult) { - return [this.DataToScreenCoord(value.result!, axis) - 5, - this.DataToScreenCoord(value.result!, axis) + 5]; - } - return [undefined, undefined]; - } - - public DataToScreenXAxisRange(visualBinRanges: VisualBinRange[], index: number, bin: Bin) { - var value = visualBinRanges[0].GetValueFromIndex(bin.binIndex!.indices![index]); - return [this.DataToScreenX(value), this.DataToScreenX(visualBinRanges[index].AddStep(value))]; - } - public DataToScreenYAxisRange(visualBinRanges: VisualBinRange[], index: number, bin: Bin) { - var value = visualBinRanges[1].GetValueFromIndex(bin.binIndex!.indices![index]); - return [this.DataToScreenY(value), this.DataToScreenY(visualBinRanges[index].AddStep(value))]; - } - - public DataToScreenX(x: number): number { - return ((x - this.DataMins[0]) / this.DataRanges[0]) * this.RenderDimension; - } - public DataToScreenY(y: number, flip: boolean = true) { - var retY = ((y - this.DataMins[1]) / this.DataRanges[1]) * this.RenderDimension; - return flip ? (this.RenderDimension) - retY : retY; - } - public DataToScreenCoord(v: number, axis: number) { - if (axis === 0) { - return this.DataToScreenX(v); - } - return this.DataToScreenY(v); - } - public DataToScreenRange(minVal: number, maxVal: number, axis: number) { - let xFrom = this.DataToScreenX(axis === 0 ? minVal : this.DataMins[0]); - let xTo = this.DataToScreenX(axis === 0 ? maxVal : this.DataMaxs[0]); - let yFrom = this.DataToScreenY(axis === 1 ? minVal : this.DataMins[1]); - let yTo = this.DataToScreenY(axis === 1 ? maxVal : this.DataMaxs[1]); - return { xFrom, yFrom, xTo, yTo }; - } -}
\ No newline at end of file diff --git a/src/client/northstar/utils/StyleContants.ts b/src/client/northstar/utils/StyleContants.ts deleted file mode 100644 index e9b6e0297..000000000 --- a/src/client/northstar/utils/StyleContants.ts +++ /dev/null @@ -1,95 +0,0 @@ -import { PIXIPoint } from "./MathUtil"; - -export class StyleConstants { - - static DEFAULT_FONT: string = "Roboto Condensed"; - - static MENU_SUBMENU_WIDTH: number = 85; - static MENU_SUBMENU_HEIGHT: number = 400; - static MENU_BOX_SIZE: PIXIPoint = new PIXIPoint(80, 35); - static MENU_BOX_PADDING: number = 10; - - static OPERATOR_MENU_LARGE: number = 35; - static OPERATOR_MENU_SMALL: number = 25; - static BRUSH_PALETTE: number[] = [0x42b43c, 0xfa217f, 0x6a9c75, 0xfb5de7, 0x25b8ea, 0x9b5bc4, 0xda9f63, 0xe23209, 0xfb899b, 0x94a6fd]; - static GAP: number = 3; - - static BACKGROUND_COLOR: number = 0xF3F3F3; - static TOOL_TIP_BACKGROUND_COLOR: number = 0xffffff; - static LIGHT_TEXT_COLOR: number = 0xffffff; - static LIGHT_TEXT_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.LIGHT_TEXT_COLOR); - static DARK_TEXT_COLOR: number = 0x282828; - static HIGHLIGHT_TEXT_COLOR: number = 0xffcc00; - static FPS_TEXT_COLOR: number = StyleConstants.DARK_TEXT_COLOR; - static CORRELATION_LABEL_TEXT_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.DARK_TEXT_COLOR); - static LOADING_SCREEN_TEXT_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.DARK_TEXT_COLOR); - static ERROR_COLOR: number = 0x540E25; - static WARNING_COLOR: number = 0xE58F24; - static LOWER_THAN_NAIVE_COLOR: number = 0xee0000; - static HIGHLIGHT_COLOR: number = 0x82A8D9; - static HIGHLIGHT_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.HIGHLIGHT_COLOR); - static OPERATOR_BACKGROUND_COLOR: number = 0x282828; - static LOADING_ANIMATION_COLOR: number = StyleConstants.OPERATOR_BACKGROUND_COLOR; - static MENU_COLOR: number = 0x282828; - static MENU_FONT_COLOR: number = StyleConstants.LIGHT_TEXT_COLOR; - static MENU_SELECTED_COLOR: number = StyleConstants.HIGHLIGHT_COLOR; - static MENU_SELECTED_FONT_COLOR: number = StyleConstants.LIGHT_TEXT_COLOR; - static BRUSH_COLOR: number = 0xff0000; - static DROP_ACCEPT_COLOR: number = StyleConstants.HIGHLIGHT_COLOR; - static SELECTED_COLOR: number = 0xffffff; - static SELECTED_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.SELECTED_COLOR); - static PROGRESS_BACKGROUND_COLOR: number = 0x595959; - static GRID_LINES_COLOR: number = 0x3D3D3D; - static GRID_LINES_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.GRID_LINES_COLOR); - - static MAX_CHAR_FOR_HISTOGRAM_LABELS: number = 20; - - static OVERLAP_COLOR: number = 0x0000ff;//0x540E25; - static BRUSH_COLORS: Array<number> = new Array<number>( - 0xFFDA7E, 0xFE8F65, 0xDA5655, 0x8F2240 - ); - - static MIN_VALUE_COLOR: number = 0x373d43; //32343d, 373d43, 3b4648 - static MARGIN_BARS_COLOR: number = 0xffffff; - static MARGIN_BARS_COLOR_STR: string = StyleConstants.HexToHexString(StyleConstants.MARGIN_BARS_COLOR); - - static HISTOGRAM_WIDTH: number = 200; - static HISTOGRAM_HEIGHT: number = 150; - static PREDICTOR_WIDTH: number = 150; - static PREDICTOR_HEIGHT: number = 100; - static RAWDATA_WIDTH: number = 150; - static RAWDATA_HEIGHT: number = 100; - static FREQUENT_ITEM_WIDTH: number = 180; - static FREQUENT_ITEM_HEIGHT: number = 100; - static CORRELATION_WIDTH: number = 555; - static CORRELATION_HEIGHT: number = 390; - static PROBLEM_FINDER_WIDTH: number = 450; - static PROBLEM_FINDER_HEIGHT: number = 150; - static PIPELINE_OPERATOR_WIDTH: number = 300; - static PIPELINE_OPERATOR_HEIGHT: number = 120; - static SLICE_WIDTH: number = 150; - static SLICE_HEIGHT: number = 45; - static BORDER_MENU_ITEM_WIDTH: number = 50; - static BORDER_MENU_ITEM_HEIGHT: number = 30; - - - static SLICE_BG_COLOR: string = StyleConstants.HexToHexString(StyleConstants.OPERATOR_BACKGROUND_COLOR); - static SLICE_EMPTY_COLOR: number = StyleConstants.OPERATOR_BACKGROUND_COLOR; - static SLICE_OCCUPIED_COLOR: number = 0xffffff; - static SLICE_OCCUPIED_BG_COLOR: string = StyleConstants.HexToHexString(StyleConstants.OPERATOR_BACKGROUND_COLOR); - static SLICE_HOVER_BG_COLOR: string = StyleConstants.HexToHexString(StyleConstants.HIGHLIGHT_COLOR); - static SLICE_HOVER_COLOR: number = 0xffffff; - - static HexToHexString(hex: number): string { - if (hex === undefined) { - return "#000000"; - } - var s = hex.toString(16); - while (s.length < 6) { - s = "0" + s; - } - return "#" + s; - } - - -} diff --git a/src/client/northstar/utils/Utils.ts b/src/client/northstar/utils/Utils.ts deleted file mode 100644 index d071dec62..000000000 --- a/src/client/northstar/utils/Utils.ts +++ /dev/null @@ -1,75 +0,0 @@ -import { IBaseBrushable } from '../core/brusher/IBaseBrushable'; -import { IBaseFilterConsumer } from '../core/filter/IBaseFilterConsumer'; -import { IBaseFilterProvider } from '../core/filter/IBaseFilterProvider'; -import { AggregateFunction } from '../model/idea/idea'; - -export class Utils { - - public static EqualityHelper(a: Object, b: Object): boolean { - if (a === b) return true; - if (a === undefined && b !== undefined) return false; - if (a === null && b !== null) return false; - if (b === undefined && a !== undefined) return false; - if (b === null && a !== null) return false; - if ((<any>a).constructor.name !== (<any>b).constructor.name) return false; - return true; - } - - public static LowercaseFirstLetter(str: string) { - return str.charAt(0).toUpperCase() + str.slice(1); - } - - // - // this Type Guard tests if dropTarget is an IDropTarget. If it is, it coerces the compiler - // to treat the dropTarget parameter as an IDropTarget *ouside* this function scope (ie, in - // the scope of where this function is called from). - // - - public static isBaseBrushable<T>(obj: Object): obj is IBaseBrushable<T> { - let typed = <IBaseBrushable<T>>obj; - return typed !== null && typed.BrusherModels !== undefined; - } - - public static isBaseFilterProvider(obj: Object): obj is IBaseFilterProvider { - let typed = <IBaseFilterProvider>obj; - return typed !== null && typed.FilterModels !== undefined; - } - - public static isBaseFilterConsumer(obj: Object): obj is IBaseFilterConsumer { - let typed = <IBaseFilterConsumer>obj; - return typed !== null && typed.FilterOperand !== undefined; - } - - public static EncodeQueryData(data: any): string { - const ret = []; - for (let d in data) { - ret.push(encodeURIComponent(d) + "=" + encodeURIComponent(data[d])); - } - return ret.join("&"); - } - - public static ToVegaAggregationString(agg: AggregateFunction): string { - if (agg === AggregateFunction.Avg) { - return "average"; - } - else if (agg === AggregateFunction.Count) { - return "count"; - } - else { - return ""; - } - } - - public static GetQueryVariable(variable: string) { - let query = window.location.search.substring(1); - let vars = query.split("&"); - for (const variable of vars) { - let pair = variable.split("="); - if (decodeURIComponent(pair[0]) === variable) { - return decodeURIComponent(pair[1]); - } - } - return undefined; - } -} - |