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https://github.com/immich-app/immich.git
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feat(server) Remove mapbox and use local reverse geocoding (#738)
* feat: local reverse geocoding implementation, removes mapbox * Disable non-null tslintrule * Disable non-null tslintrule * Remove tsignore Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
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e5459b68ff
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@ -41,12 +41,20 @@ LOG_LEVEL=simple
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JWT_SECRET=randomstringthatissolongandpowerfulthatnoonecanguess
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###################################################################################
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# MAPBOX
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# Reverse Geocoding
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####################################################################################
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# ENABLE_MAPBOX is either true of false -> if true, you have to provide MAPBOX_KEY
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ENABLE_MAPBOX=false
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MAPBOX_KEY=
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# DISABLE_REVERSE_GEOCODING=false
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# Reverse geocoding is done locally which has a small impact on memory usage
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# This memory usage can be altered by changing the REVERSE_GEOCODING_PRECISION variable
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# This ranges from 0-3 with 3 being the most precise
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# 3 - Cities > 500 population: ~200MB RAM
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# 2 - Cities > 1000 population: ~150MB RAM
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# 1 - Cities > 5000 population: ~80MB RAM
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# 0 - Cities > 15000 population: ~40MB RAM
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# REVERSE_GEOCODING_PRECISION=3
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####################################################################################
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# WEB - Optional
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@ -94,7 +94,12 @@ export class ScheduleTasksService {
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});
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for (const exif of exifInfo) {
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await this.metadataExtractionQueue.add(reverseGeocodingProcessorName, { exif }, { jobId: randomUUID() });
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await this.metadataExtractionQueue.add(
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reverseGeocodingProcessorName,
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// eslint-disable-next-line @typescript-eslint/no-non-null-assertion
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{ exifId: exif.id, latitude: exif.latitude!, longitude: exif.longitude! },
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{ jobId: randomUUID() },
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);
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}
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}
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}
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@ -13,8 +13,6 @@ import {
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reverseGeocodingProcessorName,
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IReverseGeocodingProcessor,
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} from '@app/job';
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import { MapiResponse } from '@mapbox/mapbox-sdk/lib/classes/mapi-response';
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import mapboxGeocoding, { GeocodeService } from '@mapbox/mapbox-sdk/services/geocoding';
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import { Process, Processor } from '@nestjs/bull';
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import { Logger } from '@nestjs/common';
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import { ConfigService } from '@nestjs/config';
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@ -26,12 +24,63 @@ import ffmpeg from 'fluent-ffmpeg';
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import path from 'path';
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import sharp from 'sharp';
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import { Repository } from 'typeorm/repository/Repository';
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import geocoder, { InitOptions } from 'local-reverse-geocoder';
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import { getName } from 'i18n-iso-countries';
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import { find } from 'geo-tz';
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import * as luxon from 'luxon';
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function geocoderInit(init: InitOptions) {
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return new Promise<void>(function (resolve) {
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geocoder.init(init, () => {
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resolve();
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});
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});
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}
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function geocoderLookup(points: { latitude: number; longitude: number }[]) {
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return new Promise<GeoData>(function (resolve) {
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// eslint-disable-next-line @typescript-eslint/ban-ts-comment
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// @ts-ignore
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geocoder.lookUp(points, 1, (err, addresses) => {
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resolve(addresses[0][0]);
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});
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});
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}
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const geocodingPrecisionLevels = [ "cities15000", "cities5000", "cities1000", "cities500" ]
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export interface AdminCode {
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name: string;
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asciiName: string;
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geoNameId: string;
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}
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export interface GeoData {
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geoNameId: string;
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name: string;
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asciiName: string;
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alternateNames: string;
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latitude: string;
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longitude: string;
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featureClass: string;
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featureCode: string;
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countryCode: string;
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cc2?: any;
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admin1Code: AdminCode;
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admin2Code: AdminCode;
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admin3Code: string;
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admin4Code?: any;
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population: string;
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elevation: string;
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dem: string;
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timezone: string;
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modificationDate: string;
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distance: number;
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}
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@Processor(metadataExtractionQueueName)
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export class MetadataExtractionProcessor {
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private geocodingClient?: GeocodeService;
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private isGeocodeInitialized = false;
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private logLevel: ImmichLogLevel;
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constructor(
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@ -46,15 +95,44 @@ export class MetadataExtractionProcessor {
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private configService: ConfigService,
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) {
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if (process.env.ENABLE_MAPBOX == 'true' && process.env.MAPBOX_KEY) {
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this.geocodingClient = mapboxGeocoding({
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accessToken: process.env.MAPBOX_KEY,
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if (configService.get('DISABLE_REVERSE_GEOCODING') !== 'true') {
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Logger.log('Initialising Reverse Geocoding');
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geocoderInit({
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// eslint-disable-next-line @typescript-eslint/ban-ts-comment
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// @ts-ignore
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citiesFileOverride: geocodingPrecisionLevels[configService.get('REVERSE_GEOCODING_PRECISION')],
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load: {
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admin1: true,
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admin2: true,
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admin3And4: false,
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alternateNames: false,
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},
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countries: [],
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}).then(() => {
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this.isGeocodeInitialized = true;
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Logger.log('Reverse Geocoding Initialised');
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});
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}
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this.logLevel = this.configService.get('LOG_LEVEL') || ImmichLogLevel.SIMPLE;
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}
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private async reverseGeocodeExif(latitude: number, longitude: number): Promise<{country: string, state: string, city: string}> {
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const geoCodeInfo = await geocoderLookup([{ latitude, longitude }]);
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const country = getName(geoCodeInfo.countryCode, 'en');
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const city = geoCodeInfo.name;
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let state = '';
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if (geoCodeInfo.admin2Code.name) state += geoCodeInfo.admin2Code.name;
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if (geoCodeInfo.admin1Code.name) {
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if (geoCodeInfo.admin2Code.name) state += ', ';
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state += geoCodeInfo.admin1Code.name;
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}
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return { country, state, city }
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}
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@Process(exifExtractionProcessorName)
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async extractExifInfo(job: Job<IExifExtractionProcessor>) {
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try {
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@ -141,35 +219,11 @@ export class MetadataExtractionProcessor {
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* Get the city, state or region name of the asset
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* based on lat/lon GPS coordinates.
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*/
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if (this.geocodingClient && exifData['longitude'] && exifData['latitude']) {
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const geoCodeInfo: MapiResponse = await this.geocodingClient
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.reverseGeocode({
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query: [exifData['longitude'], exifData['latitude']],
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types: ['country', 'region', 'place'],
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})
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.send();
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const res: [] = geoCodeInfo.body['features'];
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let city = '';
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let state = '';
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let country = '';
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'place')[0]) {
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city = res.filter((geoInfo) => geoInfo['place_type'][0] == 'place')[0]['text'];
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}
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'region')[0]) {
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state = res.filter((geoInfo) => geoInfo['place_type'][0] == 'region')[0]['text'];
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}
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'country')[0]) {
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country = res.filter((geoInfo) => geoInfo['place_type'][0] == 'country')[0]['text'];
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}
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newExif.city = city || null;
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newExif.state = state || null;
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newExif.country = country || null;
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if (this.isGeocodeInitialized && newExif.latitude && newExif.longitude) {
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const { country, state, city } = await this.reverseGeocodeExif(newExif.latitude, newExif.longitude);
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newExif.country = country;
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newExif.state = state;
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newExif.city = city;
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}
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/**
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@ -204,35 +258,10 @@ export class MetadataExtractionProcessor {
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@Process({ name: reverseGeocodingProcessorName })
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async reverseGeocoding(job: Job<IReverseGeocodingProcessor>) {
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const { exif } = job.data;
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if (this.geocodingClient) {
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const geoCodeInfo: MapiResponse = await this.geocodingClient
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.reverseGeocode({
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query: [Number(exif.longitude), Number(exif.latitude)],
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types: ['country', 'region', 'place'],
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})
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.send();
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const res: [] = geoCodeInfo.body['features'];
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let city = '';
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let state = '';
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let country = '';
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'place')[0]) {
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city = res.filter((geoInfo) => geoInfo['place_type'][0] == 'place')[0]['text'];
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}
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'region')[0]) {
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state = res.filter((geoInfo) => geoInfo['place_type'][0] == 'region')[0]['text'];
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}
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'country')[0]) {
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country = res.filter((geoInfo) => geoInfo['place_type'][0] == 'country')[0]['text'];
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}
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await this.exifRepository.update({ id: exif.id }, { city, state, country });
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if (this.isGeocodeInitialized) {
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const { latitude, longitude } = job.data;
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const { country, state, city } = await this.reverseGeocodeExif(latitude, longitude);
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await this.exifRepository.update({ id: job.data.exifId }, { city, state, country });
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}
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}
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@ -344,35 +373,11 @@ export class MetadataExtractionProcessor {
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}
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// Reverse GeoCoding
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if (this.geocodingClient && newExif.longitude && newExif.latitude) {
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const geoCodeInfo: MapiResponse = await this.geocodingClient
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.reverseGeocode({
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query: [newExif.longitude, newExif.latitude],
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types: ['country', 'region', 'place'],
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})
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.send();
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const res: [] = geoCodeInfo.body['features'];
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let city = '';
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let state = '';
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let country = '';
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'place')[0]) {
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city = res.filter((geoInfo) => geoInfo['place_type'][0] == 'place')[0]['text'];
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}
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'region')[0]) {
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state = res.filter((geoInfo) => geoInfo['place_type'][0] == 'region')[0]['text'];
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}
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if (res.filter((geoInfo) => geoInfo['place_type'][0] == 'country')[0]) {
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country = res.filter((geoInfo) => geoInfo['place_type'][0] == 'country')[0]['text'];
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}
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newExif.city = city || null;
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newExif.state = state || null;
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newExif.country = country || null;
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if (this.isGeocodeInitialized && newExif.longitude && newExif.latitude) {
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const { country, state, city } = await this.reverseGeocodeExif(newExif.latitude, newExif.longitude);
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newExif.country = country;
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newExif.state = state;
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newExif.city = city;
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}
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for (const stream of data.streams) {
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DB_PASSWORD: Joi.string().required(),
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DB_DATABASE_NAME: Joi.string().required(),
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JWT_SECRET: Joi.string().required(),
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ENABLE_MAPBOX: Joi.boolean().required().valid(true, false),
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MAPBOX_KEY: Joi.any().when('ENABLE_MAPBOX', {
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is: false,
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then: Joi.string().optional().allow(null, ''),
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otherwise: Joi.string().required(),
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}),
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DISABLE_REVERSE_GEOCODING: Joi.boolean().optional().valid(true, false).default(false),
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REVERSE_GEOCODING_PRECISION: Joi.number().optional().valid(0,1,2,3).default(3),
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LOG_LEVEL: Joi.string().optional().valid('simple', 'verbose').default('simple'),
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}),
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};
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@ -1,5 +1,4 @@
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import { AssetEntity } from '@app/database/entities/asset.entity';
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import { ExifEntity } from '@app/database/entities/exif.entity';
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export interface IExifExtractionProcessor {
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/**
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@ -36,10 +35,9 @@ export interface IVideoLengthExtractionProcessor {
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}
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export interface IReverseGeocodingProcessor {
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/**
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* The Asset entity that was saved in the database
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*/
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exif: ExifEntity;
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exifId: string;
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latitude: number;
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longitude: number;
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}
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export type IMetadataExtractionJob =
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1967
server/package-lock.json
generated
1967
server/package-lock.json
generated
File diff suppressed because it is too large
Load Diff
@ -28,7 +28,6 @@
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"api:generate": "npm run api:typescript && npm run api:dart"
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},
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"dependencies": {
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"@mapbox/mapbox-sdk": "^0.13.3",
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"@nestjs/bull": "^0.5.5",
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"@nestjs/common": "^8.4.7",
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"@nestjs/config": "^2.1.0",
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@ -54,7 +53,9 @@
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"exifr": "^7.1.3",
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"fluent-ffmpeg": "^2.1.2",
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"geo-tz": "^7.0.2",
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"i18n-iso-countries": "^7.5.0",
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"joi": "^17.5.0",
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"local-reverse-geocoder": "^0.12.2",
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"lodash": "^4.17.21",
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"luxon": "^3.0.3",
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"passport": "^0.6.0",
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@ -85,7 +86,6 @@
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"@types/imagemin": "^8.0.0",
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"@types/jest": "27.0.2",
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"@types/lodash": "^4.14.178",
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"@types/mapbox__mapbox-sdk": "^0.13.4",
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"@types/multer": "^1.4.7",
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"@types/node": "^16.0.0",
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"@types/passport-jwt": "^3.0.6",
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