import {RegressionTransform as VgRegressionTransform} from 'vega'; import {RegressionTransform} from '../../transform.js'; import {duplicate, hash} from '../../util.js'; import {DataFlowNode} from './dataflow.js'; /** * A class for regression transform nodes */ export class RegressionTransformNode extends DataFlowNode { public clone() { return new RegressionTransformNode(null, duplicate(this.transform)); } constructor( parent: DataFlowNode, private transform: RegressionTransform, ) { super(parent); this.transform = duplicate(transform); // duplicate to prevent side effects const specifiedAs = this.transform.as ?? [undefined, undefined]; this.transform.as = [specifiedAs[0] ?? transform.on, specifiedAs[1] ?? transform.regression]; } public dependentFields() { return new Set([this.transform.regression, this.transform.on, ...(this.transform.groupby ?? [])]); } public producedFields() { return new Set(this.transform.as); } public hash() { return `RegressionTransform ${hash(this.transform)}`; } public assemble(): VgRegressionTransform { const {regression, on, ...rest} = this.transform; const result: VgRegressionTransform = { type: 'regression', x: on, y: regression, ...rest, }; return result; } }