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import { AnalyticUnitId } from './analytic_units';
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import * as AnalyticUnit from '../models/analytic_units';
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import * as AnalyticUnitCache from '../models/analytic_unit_cache_model';
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import { Collection, makeDBQ } from '../services/data_service';
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import * as _ from 'lodash';
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let db = makeDBQ(Collection.SEGMENTS);
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export type SegmentId = string;
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export class Segment {
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constructor(
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public analyticUnitId: AnalyticUnitId,
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public from: number,
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public to: number,
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public labeled: boolean = false,
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public deleted: boolean = false,
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public id?: SegmentId,
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public message?: string
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) {
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if(analyticUnitId === undefined) {
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throw new Error('AnalyticUnitId is undefined');
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}
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if(from === undefined) {
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throw new Error('from is undefined');
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}
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if(isNaN(from)) {
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throw new Error('from is NaN');
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}
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if(to === undefined) {
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throw new Error('to is undefined');
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}
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if(isNaN(to)) {
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throw new Error('to is NaN');
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}
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}
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public toObject() {
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return {
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_id: this.id,
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analyticUnitId: this.analyticUnitId,
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from: this.from,
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to: this.to,
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labeled: this.labeled,
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deleted: this.deleted,
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message: this.message
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};
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}
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static fromObject(obj: any): Segment {
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if(obj === undefined) {
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throw new Error('obj is undefined');
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}
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return new Segment(
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obj.analyticUnitId,
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+obj.from, +obj.to,
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obj.labeled, obj.deleted,
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obj._id, obj.message
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);
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}
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public equals(obj: Segment) : boolean {
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return this.analyticUnitId === obj.analyticUnitId &&
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this.from === obj.from &&
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this.to === obj.to &&
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this.labeled === this.labeled &&
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this.deleted === this.deleted;
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}
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}
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export type FindManyQuery = {
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$or?: any,
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from?: { $gte?: number, $lte?: number },
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to?: { $gte?: number, $lte?: number },
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labeled?: boolean,
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deleted?: boolean
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}
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export async function findOne(segmentId: SegmentId): Promise<Segment> {
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return db.findOne({ _id: segmentId });
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}
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export async function findMany(id: AnalyticUnitId, query: FindManyQuery): Promise<Segment[]> {
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var dbQuery: any = { analyticUnitId: id };
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if(query.labeled !== undefined) {
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dbQuery.labeled = query.labeled;
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}
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if(query.deleted !== undefined) {
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dbQuery.deleted = query.deleted;
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}
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if(query.from !== undefined) {
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dbQuery.from = query.from;
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}
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if(query.to !== undefined) {
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dbQuery.to = query.to;
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}
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if(query.$or !== undefined) {
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dbQuery.$or = query.$or;
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}
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let segs = await db.findMany(dbQuery);
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if(segs === null) {
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return [];
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}
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return segs.map(Segment.fromObject);
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}
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export async function findByAnalyticUnitIds(analyticUnitIds: AnalyticUnitId[]): Promise<any[]> {
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const segments = await db.findMany({ analyticUnitId: { $in: analyticUnitIds } });
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if(segments === null) {
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return [];
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}
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return segments.map(Segment.fromObject);
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}
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/**
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* If `from` and `to` are defined: @returns segments intersected with `[from; to]`
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* If `to` is `undefined`: @returns segments intersected with `[-inf; from]`
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* If `from` is `undefined`: @returns segments intersected with `[to: +inf]`
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* If `from` and `to` are undefined: @returns all segments
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*/
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export async function findIntersectedSegments(
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analyticUnitId: AnalyticUnit.AnalyticUnitId,
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from?: number,
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to?: number
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): Promise<Segment[]> {
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let query: FindManyQuery = {};
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if(from !== undefined) {
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query.to = { $gte: from };
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}
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if(to !== undefined) {
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query.from = { $lte: to };
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}
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return findMany(analyticUnitId, query);
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}
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// TODO: rewrite all this horrible function
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// TODO: use utils.segments.IntegerSegmentsSet
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/**
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* Merges an array of segments with ones existing in the DB
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* Inserts resulting segments into DB
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* @param segments segments to be inserted
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* @returns IDs of added and removed segments
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*/
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export async function mergeAndInsertSegments(segments: Segment[]): Promise<{
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addedIds: SegmentId[],
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removedIds: SegmentId[]
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}> {
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if(_.isEmpty(segments)) {
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return { addedIds: [], removedIds: [] };
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}
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const analyticUnitId: AnalyticUnitId = segments[0].analyticUnitId;
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const unit = await AnalyticUnit.findById(analyticUnitId);
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if(unit === null) {
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throw new Error('Can`t find analytic unit ' + analyticUnitId);
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}
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const cache = await AnalyticUnitCache.findById(analyticUnitId);
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const detector = unit.detectorType;
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let segmentIdsToRemove: SegmentId[] = [];
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let segmentsToInsert: Segment[] = [];
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for(let segment of segments) {
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if(await isIntersectedWithExistingLabeled(segment)) {
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continue;
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}
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if(!segment.deleted && !segment.labeled) {
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if(await isIntersectedWithExistingDeleted(segment)) {
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continue;
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}
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}
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let intersectedSegments: Segment[] = [];
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if(detector === AnalyticUnit.DetectorType.PATTERN) {
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intersectedSegments = await findMany(analyticUnitId, {
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to: { $gte: segment.from },
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from: { $lte: segment.to },
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labeled: segment.labeled,
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deleted: segment.deleted
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});
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} else {
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let intersectionRangeExtension = 0;
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if(cache !== null) {
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const timeStep = cache.timeStep;
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if(timeStep !== undefined) {
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intersectionRangeExtension = timeStep;
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}
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}
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intersectedSegments = await findMany(analyticUnitId, {
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to: { $gte: segment.from - intersectionRangeExtension },
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from: { $lte: segment.to + intersectionRangeExtension },
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labeled: segment.labeled,
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deleted: segment.deleted
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});
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}
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if(intersectedSegments.length > 0) {
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let intersectedIds = intersectedSegments.map(s => s.id);
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let minFromSegment = _.minBy(intersectedSegments.concat(segment), s => s.from);
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let maxToSegment = _.maxBy(intersectedSegments.concat(segment), s => s.to);
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if(minFromSegment === undefined) {
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throw new Error('minFromSegment is undefined');
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}
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if(maxToSegment === undefined) {
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throw new Error('maxToSegment is undefined');
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}
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let from = minFromSegment.from;
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let to = maxToSegment.to;
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let newSegment = Segment.fromObject(segment.toObject());
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newSegment.from = from;
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newSegment.to = to;
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segmentIdsToRemove = segmentIdsToRemove.concat(_.compact(intersectedIds));
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segmentsToInsert.push(newSegment);
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} else {
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segmentsToInsert.push(segment);
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}
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}
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await db.removeMany(segmentIdsToRemove);
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const addedIds = await db.insertMany(segmentsToInsert.map(s => s.toObject()));
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return {
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addedIds,
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removedIds: segmentIdsToRemove
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};
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}
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export async function setSegmentsDeleted(ids: SegmentId[]) {
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return db.updateMany(ids, { deleted: true, labeled: false });
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}
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export function removeSegments(idsToRemove: SegmentId[]) {
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return db.removeMany(idsToRemove);
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}
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async function isIntersectedWithExistingLabeled(segment: Segment): Promise<boolean> {
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const intersected = await findMany(segment.analyticUnitId, {
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labeled: true,
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deleted: false,
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from: { $lte: segment.to },
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to: { $gte: segment.from }
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});
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return intersected.length > 0;
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}
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async function isIntersectedWithExistingDeleted(segment: Segment): Promise<boolean> {
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const intersected = await findMany(segment.analyticUnitId, {
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labeled: false,
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deleted: true,
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from: { $lte: segment.to },
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to: { $gte: segment.from }
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});
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return intersected.length > 0;
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}
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