// Copyright (c) Microsoft Corporation. // Licensed under the MIT license. 'use strict'; import { Inject } from 'typescript-ioc'; import * as component from '../../common/component'; import { ClusterJobRestServer } from '../common/clusterJobRestServer'; import { KubernetesTrainingService } from './kubernetesTrainingService'; /** * Kubeflow Training service Rest server, provides rest API to support kubeflow job metrics update * */ @component.Singleton export class KubernetesJobRestServer extends ClusterJobRestServer { @Inject private readonly kubernetesTrainingService? : KubernetesTrainingService; /** * constructor to provide NNIRestServer's own rest property, e.g. port */ constructor(kubernetesTrainingService: KubernetesTrainingService) { super(); this.kubernetesTrainingService = kubernetesTrainingService; } protected handleTrialMetrics(jobId: string, metrics: any[]): void { if (this.kubernetesTrainingService === undefined) { throw Error('kubernetesTrainingService not initialized!'); } // Split metrics array into single metric, then emit // Warning: If not split metrics into single ones, the behavior will be UNKNOWN for (const singleMetric of metrics) { this.kubernetesTrainingService.MetricsEmitter.emit('metric', { id : jobId, data : singleMetric }); } } }