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Project/Task/Job Analytics (cvat-ai#6371)
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,183 @@ | ||
| // Copyright (C) 2023 CVAT.ai Corporation | ||
| // | ||
| // SPDX-License-Identifier: MIT | ||
|
|
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| import { ArgumentError } from './exceptions'; | ||
|
|
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| export interface SerializedDataEntry { | ||
| date?: string; | ||
| value?: number | Record<string, number> | ||
| } | ||
|
|
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| export interface SerializedTransformBinaryOp { | ||
| left: string; | ||
| operator: string; | ||
| right: string; | ||
| } | ||
|
|
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| export interface SerializedTransformationEntry { | ||
| name: string; | ||
| binary?: SerializedTransformBinaryOp; | ||
| } | ||
|
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| export interface SerializedAnalyticsEntry { | ||
| name?: string; | ||
| title?: string; | ||
| description?: string; | ||
| granularity?: string; | ||
| default_view?: string; | ||
| data_series?: Record<string, SerializedDataEntry[]>; | ||
| transformations?: SerializedTransformationEntry[]; | ||
| } | ||
|
|
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| export interface SerializedAnalyticsReport { | ||
| id?: number; | ||
| target?: string; | ||
| created_date?: string; | ||
| statistics?: SerializedAnalyticsEntry[]; | ||
| } | ||
|
|
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| export enum AnalyticsReportTarget { | ||
| JOB = 'job', | ||
| TASK = 'task', | ||
| PROJECT = 'project', | ||
| } | ||
|
|
||
| export enum AnalyticsEntryViewType { | ||
| HISTOGRAM = 'histogram', | ||
| NUMERIC = 'numeric', | ||
| } | ||
|
|
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| export class AnalyticsEntry { | ||
| #name: string; | ||
| #title: string; | ||
| #description: string; | ||
| #granularity: string; | ||
| #defaultView: AnalyticsEntryViewType; | ||
| #dataSeries: Record<string, SerializedDataEntry[]>; | ||
| #transformations: SerializedTransformationEntry[]; | ||
|
|
||
| constructor(initialData: SerializedAnalyticsEntry) { | ||
| this.#name = initialData.name; | ||
| this.#title = initialData.title; | ||
| this.#description = initialData.description; | ||
| this.#granularity = initialData.granularity; | ||
| this.#defaultView = initialData.default_view as AnalyticsEntryViewType; | ||
| this.#transformations = initialData.transformations; | ||
| this.#dataSeries = this.applyTransformations(initialData.data_series); | ||
| } | ||
|
|
||
| get name(): string { | ||
| return this.#name; | ||
| } | ||
|
|
||
| get title(): string { | ||
| return this.#title; | ||
| } | ||
|
|
||
| get description(): string { | ||
| return this.#description; | ||
| } | ||
|
|
||
| // Probably need to create enum for this | ||
| get granularity(): string { | ||
| return this.#granularity; | ||
| } | ||
|
|
||
| get defaultView(): AnalyticsEntryViewType { | ||
| return this.#defaultView; | ||
| } | ||
|
|
||
| get dataSeries(): Record<string, SerializedDataEntry[]> { | ||
| return this.#dataSeries; | ||
| } | ||
|
|
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| get transformations(): SerializedTransformationEntry[] { | ||
| return this.#transformations; | ||
| } | ||
|
|
||
| private applyTransformations( | ||
| dataSeries: Record<string, SerializedDataEntry[]>, | ||
| ): Record<string, SerializedDataEntry[]> { | ||
| this.#transformations.forEach((transform) => { | ||
| if (transform.binary) { | ||
| let operator: (left: number, right: number) => number; | ||
| switch (transform.binary.operator) { | ||
| case '+': { | ||
| operator = (left: number, right: number) => left + right; | ||
| break; | ||
| } | ||
| case '-': { | ||
| operator = (left: number, right: number) => left - right; | ||
| break; | ||
| } | ||
| case '*': { | ||
| operator = (left: number, right: number) => left * right; | ||
| break; | ||
| } | ||
| case '/': { | ||
| operator = (left: number, right: number) => (right !== 0 ? left / right : 0); | ||
| break; | ||
| } | ||
| default: { | ||
| throw new ArgumentError( | ||
| `Cannot apply transformation: got unsupported operator type ${transform.binary.operator}.`, | ||
| ); | ||
| } | ||
| } | ||
|
|
||
| const leftName = transform.binary.left; | ||
| const rightName = transform.binary.right; | ||
| dataSeries[transform.name] = dataSeries[leftName].map((left, i) => { | ||
| const right = dataSeries[rightName][i]; | ||
| if (typeof left.value === 'number' && typeof right.value === 'number') { | ||
| return { | ||
| value: operator(left.value, right.value), | ||
| date: left.date, | ||
| }; | ||
| } | ||
| return { | ||
| value: 0, | ||
| date: left.date, | ||
| }; | ||
| }); | ||
| delete dataSeries[leftName]; | ||
| delete dataSeries[rightName]; | ||
| } | ||
| }); | ||
| return dataSeries; | ||
| } | ||
| } | ||
|
|
||
| export default class AnalyticsReport { | ||
| #id: number; | ||
| #target: AnalyticsReportTarget; | ||
| #createdDate: string; | ||
| #statistics: AnalyticsEntry[]; | ||
|
|
||
| constructor(initialData: SerializedAnalyticsReport) { | ||
| this.#id = initialData.id; | ||
| this.#target = initialData.target as AnalyticsReportTarget; | ||
| this.#createdDate = initialData.created_date; | ||
| this.#statistics = []; | ||
| for (const analyticsEntry of initialData.statistics) { | ||
| this.#statistics.push(new AnalyticsEntry(analyticsEntry)); | ||
| } | ||
| } | ||
|
|
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| get id(): number { | ||
| return this.#id; | ||
| } | ||
|
|
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| get target(): AnalyticsReportTarget { | ||
| return this.#target; | ||
| } | ||
|
|
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| get createdDate(): string { | ||
| return this.#createdDate; | ||
| } | ||
|
|
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| get statistics(): AnalyticsEntry[] { | ||
| return this.#statistics; | ||
| } | ||
| } |
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