feat: reworked ttn webhook endpoint logic

This commit is contained in:
Philipp Schweizer 2025-01-03 02:01:55 +01:00
parent ffdb644700
commit 62847f569d
17 changed files with 273 additions and 356 deletions

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@ -7,8 +7,6 @@ CREATE TABLE IF NOT EXISTS lp_ttn_end_device_uplinks (
dev_addr VARCHAR(255), dev_addr VARCHAR(255),
received_at_utc DATE, received_at_utc DATE,
battery NUMERIC, battery NUMERIC,
latitude DOUBLE,
longitude DOUBLE,
created_at_utc TIMESTAMP DEFAULT CURRENT_TIMESTAMP, created_at_utc TIMESTAMP DEFAULT CURRENT_TIMESTAMP,
updated_at_utc TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP updated_at_utc TIMESTAMP DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP
); );

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@ -1,12 +1,8 @@
import express, { Request, Response } from "express"; import express, { Request, Response } from "express";
import { container } from "tsyringe"; import { container } from "tsyringe";
import { domainEventEmitter } from "../config/eventEmitter";
import {
TtnMessageReceivedEvent,
TtnMessageReceivedEventName,
} from "../event/ttnMessageReceivedEvent";
import { validateData } from "../middleware/validationMiddleware"; import { validateData } from "../middleware/validationMiddleware";
import { TtnMessage } from "../models/ttnMessage"; import { TtnMessage } from "../models/ttnMessage";
import { LocationService } from "../services/locationService";
import { LpTtnEndDeviceUplinksService } from "../services/lpTtnEndDeviceUplinksService"; import { LpTtnEndDeviceUplinksService } from "../services/lpTtnEndDeviceUplinksService";
import { TtnGatewayReceptionService } from "../services/ttnGatewayReceptionService"; import { TtnGatewayReceptionService } from "../services/ttnGatewayReceptionService";
import { WifiScanService } from "../services/wifiScanService"; import { WifiScanService } from "../services/wifiScanService";
@ -20,6 +16,8 @@ const ttnGatewayReceptionService = container.resolve(
); );
const wifiScanService = container.resolve(WifiScanService); const wifiScanService = container.resolve(WifiScanService);
const locationService = container.resolve(LocationService);
const router = express.Router(); const router = express.Router();
router.post( router.post(
@ -28,8 +26,8 @@ router.post(
async (req: Request, res: Response) => { async (req: Request, res: Response) => {
try { try {
const message = req.body as TtnMessage; const message = req.body as TtnMessage;
// Create uplink record
const { lp_ttn_end_device_uplinks_id, latitude, longitude } = const { lp_ttn_end_device_uplinks_id } =
await lpTtnEndDeviceUplinksService.createUplink({ await lpTtnEndDeviceUplinksService.createUplink({
device_id: message.end_device_ids.device_id, device_id: message.end_device_ids.device_id,
application_ids: application_ids:
@ -41,13 +39,16 @@ router.post(
battery: message.uplink_message.decoded_payload?.messages[0].find( battery: message.uplink_message.decoded_payload?.messages[0].find(
(e) => e.type === "Battery" (e) => e.type === "Battery"
)?.measurementValue, )?.measurementValue,
});
const gnnsLocation = {
latitude: message.uplink_message.decoded_payload?.messages[0].find( latitude: message.uplink_message.decoded_payload?.messages[0].find(
(e) => e.type === "Latitude" (e) => e.type === "Latitude"
)?.measurementValue, )?.measurementValue,
longitude: message.uplink_message.decoded_payload?.messages[0].find( longitude: message.uplink_message.decoded_payload?.messages[0].find(
(e) => e.type === "Longitude" (e) => e.type === "Longitude"
)?.measurementValue, )?.measurementValue,
}); };
const wifiScans = const wifiScans =
message.uplink_message.decoded_payload?.messages[0] message.uplink_message.decoded_payload?.messages[0]
@ -58,39 +59,50 @@ router.post(
rssi: w.rssi, rssi: w.rssi,
})) ?? []; })) ?? [];
console.log(wifiScans);
const ttnGatewayReceptions = message.uplink_message.rx_metadata.map( const ttnGatewayReceptions = message.uplink_message.rx_metadata.map(
(g) => ({ (g) => ({
lp_ttn_end_device_uplinks_id, lp_ttn_end_device_uplinks_id,
gateway_id: g.gateway_ids.gateway_id, gateway_id: g.gateway_ids.gateway_id,
eui: g.gateway_ids.eui, eui: g.gateway_ids.eui,
rssi: g.rssi, rssi: g.rssi,
latitude: g.location.latitude, latitude: g.location?.latitude,
longitude: g.location.longitude, longitude: g.location?.longitude,
altitude: g.location.altitude, altitude: g.location?.altitude,
}) })
); );
const event: TtnMessageReceivedEvent = { const createDatabaseEntries = async () => {
lp_ttn_end_device_uplinks_id, const [wifiResults, gatewayResults] = await Promise.all([
wifis: wifiScans.map((w) => ({ mac: w.mac, rssi: w.rssi })),
ttnGateways: ttnGatewayReceptions.map((g) => ({
rssi: g.rssi,
altitude: g.altitude,
latitude: g.latitude,
longitude: g.longitude,
})),
gnssLocation: { latitude, longitude }
};
domainEventEmitter.emit(TtnMessageReceivedEventName, event);
await Promise.all([
wifiScanService.createWifiScans(wifiScans), wifiScanService.createWifiScans(wifiScans),
ttnGatewayReceptionService.createGatewayReceptions( ttnGatewayReceptionService.filterAndInsertGatewayReception(
ttnGatewayReceptions ttnGatewayReceptions
), ),
]); ]);
locationService.createLocationFromTriangulation({
lp_ttn_end_device_uplinks_id,
wifi: wifiResults.map(({ latitude, longitude, rssi }) => ({
latitude,
longitude,
rssi,
})),
ttn_gw: gatewayResults.map(({ latitude, longitude, rssi }) => ({
latitude,
longitude,
rssi,
})),
gnss:
gnnsLocation.latitude && gnnsLocation.longitude
? {
latitude: gnnsLocation.latitude,
longitude: gnnsLocation.longitude,
}
: undefined,
});
};
createDatabaseEntries().then();
res.status(200); res.status(200);
} catch (error) { } catch (error) {
console.log(error); console.log(error);

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@ -1,6 +1,6 @@
import express, { Request, Response } from "express"; import express, { Request, Response } from "express";
import { TtnGatewayReceptionService } from "../services/ttnGatewayReceptionService";
import { container } from "tsyringe"; import { container } from "tsyringe";
import { TtnGatewayReceptionService } from "../services/ttnGatewayReceptionService";
const ttnGatewayReceptionService = container.resolve( const ttnGatewayReceptionService = container.resolve(
TtnGatewayReceptionService TtnGatewayReceptionService
@ -35,7 +35,7 @@ router.get("/:id", async (req: Request, res: Response) => {
router.post("/", async (req: Request, res: Response) => { router.post("/", async (req: Request, res: Response) => {
try { try {
const newGatewayReception = const newGatewayReception =
await ttnGatewayReceptionService.createGatewayReception(req.body); await ttnGatewayReceptionService.createTtnGatewayReception(req.body);
res.status(201).json(newGatewayReception); res.status(201).json(newGatewayReception);
} catch (error) { } catch (error) {
res.status(500).json({ error: "Error creating gateway reception" }); res.status(500).json({ error: "Error creating gateway reception" });
@ -46,7 +46,10 @@ router.put("/:id", async (req: Request, res: Response) => {
try { try {
const { id } = req.params; const { id } = req.params;
const updatedGatewayReception = const updatedGatewayReception =
await ttnGatewayReceptionService.updateGatewayReception(id, req.body); await ttnGatewayReceptionService.updateGatewayReception({
...req.body,
ttn_gateway_reception_id: id,
});
if (!updatedGatewayReception) { if (!updatedGatewayReception) {
res.status(404).json({ error: "Gateway reception not found" }); res.status(404).json({ error: "Gateway reception not found" });
return; return;

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@ -40,7 +40,10 @@ router.post("/", async (req: Request, res: Response) => {
router.put("/:id", async (req: Request, res: Response) => { router.put("/:id", async (req: Request, res: Response) => {
try { try {
const { id } = req.params; const { id } = req.params;
const updatedWifiScan = await wifiScanService.updateWifiScan(id, req.body); const updatedWifiScan = await wifiScanService.updateWifiScan({
...req.body,
wifi_scan_id: id,
});
if (!updatedWifiScan) { if (!updatedWifiScan) {
res.status(404).json({ error: "Wifi scan not found" }); res.status(404).json({ error: "Wifi scan not found" });
return; return;

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@ -1,18 +0,0 @@
export const TtnMessageReceivedEventName = "TtnMessageReceived";
export type TtnMessageReceivedEvent = {
lp_ttn_end_device_uplinks_id: string;
wifis: {
mac: string;
rssi: number;
}[];
ttnGateways: {
rssi: number;
latitude: number;
longitude: number;
altitude: number;
}[];
gnssLocation: {
latitude?: number;
longitude?: number;
}
};

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@ -1,184 +0,0 @@
import { container } from "tsyringe";
import { domainEventEmitter } from "../config/eventEmitter";
import {
TtnMessageReceivedEvent,
TtnMessageReceivedEventName,
} from "../event/ttnMessageReceivedEvent";
import { getLocationForWifiMemoized } from "../proxy/wigle";
import { LocationService } from "../services/locationService";
import { WifiScanService } from "../services/wifiScanService";
const locationService = container.resolve(LocationService);
const wifiScanService = container.resolve(WifiScanService);
const CalculateTtnGatewayLocation = (event: TtnMessageReceivedEvent) => {
// Get location based on TTN Gateways
const virtualLocation = {
latitude: undefined as number | undefined,
longitude: undefined as number | undefined,
};
if (!event.ttnGateways || event.ttnGateways.length === 0) {
console.log("No TTN Gateway location received!");
} else {
let totalWeight = 0;
let weightedLatitude = 0;
let weightedLongitude = 0;
event.ttnGateways.forEach((gw) => {
const weight = 1 / Math.abs(gw.rssi); // Higher RSSI (closer to 0) gives more weight
totalWeight += weight;
weightedLatitude += gw.latitude * weight;
weightedLongitude += gw.longitude * weight;
});
// Calculate the weighted average to get the virtual location
const virtualLocation = {
latitude: weightedLatitude / totalWeight,
longitude: weightedLongitude / totalWeight,
};
console.log(
"Tracker location based on TTN Gateway location:",
virtualLocation
);
}
return {
ttn_latitude: virtualLocation.latitude,
ttn_longitude: virtualLocation.longitude,
};
};
const CalculateWifiLocation = async (event: TtnMessageReceivedEvent) => {
// Get location based on WiFi Scans
const virtualLocation = {
latitude: undefined as number | undefined,
longitude: undefined as number | undefined,
};
if (!event.wifis || event.wifis.length === 0) {
console.log("No WiFi scans received!");
} else {
// Process Wi-Fi data to compute weighted location
let wifiScans = await Promise.all(
event.wifis.map(async (wifi) => {
// Create new WiFi Scan entry if wigle.net reported location
const apiResponse = await getLocationForWifiMemoized(wifi.mac);;
// Only return valid data wifiScans (location for MAC was found)
if ((apiResponse?.success == true) && (apiResponse.totalResults > 0)) {
return {
lp_ttn_end_device_uplinks_id: event.lp_ttn_end_device_uplinks_id,
mac: wifi.mac,
rssi: wifi.rssi,
latitude: apiResponse?.results[0].trilat,
longitude: apiResponse?.results[0].trilong,
}
}
return undefined;
})
);
const wifiScansFiltered = wifiScans.filter(w => (w !== undefined));
// Store valid wifiScans into DB
const locatedWifiScans = await wifiScanService.createWifiScans(wifiScansFiltered);
if (locatedWifiScans.length !== 0) {
const { totalWeight, weightedLatitude, weightedLongitude } =
locatedWifiScans.reduce(
(acc, { latitude, longitude, rssi }) => {
const weight = 1 / Math.abs(rssi);
acc.totalWeight += weight;
acc.weightedLatitude += latitude * weight;
acc.weightedLongitude += longitude * weight;
return acc;
},
{
totalWeight: 0,
weightedLatitude: 0,
weightedLongitude: 0,
}
);
// Calculate the weighted average to get the virtual location
virtualLocation.latitude = weightedLatitude / totalWeight;
virtualLocation.longitude = weightedLongitude / totalWeight;
console.log(
"Tracker location based on WiFi Scan location:",
virtualLocation
);
}
return {
wifi_latitude: virtualLocation.latitude,
wifi_longitude: virtualLocation.longitude,
};
};
const CalculateGnssLocation = (event: TtnMessageReceivedEvent) => {
// Get location based on reported GNSS
if (
event.gnssLocation.latitude === undefined ||
event.gnssLocation.longitude === undefined
) {
console.log("No valid GNSS location received!");
}
return {
gnss_latitude: event.gnssLocation.latitude,
gnss_longitude: event.gnssLocation.longitude,
};
};
domainEventEmitter.on(
TtnMessageReceivedEventName,
async (event: TtnMessageReceivedEvent) => {
console.log(event);
var wifi_based_latitude: number | undefined = undefined;
var wifi_based_longitude: number | undefined = undefined;
var gnss_based_latitude: number | undefined = undefined;
var gnss_based_longitude: number | undefined = undefined;
var ttn_gw_based_latitude: number | undefined = undefined;
var ttn_gw_based_longitude: number | undefined = undefined;
if (event.ttnGateways && event.ttnGateways.length > 0) {
const virtualLocation = CalculateTtnGatewayLocation(event);
console.log(virtualLocation);
ttn_gw_based_latitude = virtualLocation.ttn_latitude;
ttn_gw_based_longitude = virtualLocation.ttn_longitude;
}
if (event.wifis && event.wifis.length > 0) {
const virtualLocation = await CalculateWifiLocation(event);
wifi_based_latitude = virtualLocation.wifi_latitude;
wifi_based_longitude = virtualLocation.wifi_longitude;
}
const virtualLocation = CalculateGnssLocation(event);
gnss_based_latitude = virtualLocation.gnss_latitude;
gnss_based_longitude = virtualLocation.gnss_longitude;
console.log({
lp_ttn_end_device_uplinks_id: event.lp_ttn_end_device_uplinks_id,
ttn_gw_latitude: ttn_gw_based_latitude,
ttn_gw_longitude: ttn_gw_based_longitude,
gnss_latitude: gnss_based_latitude,
gnss_longitude: gnss_based_longitude,
wifi_latitude: wifi_based_latitude,
wifi_longitude: wifi_based_longitude,
});
const newLocation = await locationService.createLocation({
lp_ttn_end_device_uplinks_id: event.lp_ttn_end_device_uplinks_id,
ttn_gw_latitude: ttn_gw_based_latitude,
ttn_gw_longitude: ttn_gw_based_longitude,
gnss_latitude: gnss_based_latitude,
gnss_longitude: gnss_based_longitude,
wifi_latitude: wifi_based_latitude,
wifi_longitude: wifi_based_longitude,
});
console.log(newLocation);
}
);

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@ -1,7 +1,6 @@
import dotenv from "dotenv"; import dotenv from "dotenv";
import express from "express"; import express from "express";
import "reflect-metadata"; import "reflect-metadata";
import "./eventHandler/ttnMessageReceivedEventHandler";
const cors = require("cors"); const cors = require("cors");
import locationRoutes from "./controller/locationController"; import locationRoutes from "./controller/locationController";

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@ -20,35 +20,27 @@ Location.init(
type: DataTypes.UUID, type: DataTypes.UUID,
defaultValue: DataTypes.UUIDV4, defaultValue: DataTypes.UUIDV4,
primaryKey: true, primaryKey: true,
allowNull: false,
}, },
lp_ttn_end_device_uplinks_id: { lp_ttn_end_device_uplinks_id: {
type: DataTypes.UUID, type: DataTypes.UUID,
allowNull: false,
}, },
wifi_latitude: { wifi_latitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
wifi_longitude: { wifi_longitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
gnss_latitude: { gnss_latitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
gnss_longitude: { gnss_longitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
ttn_gw_latitude: { ttn_gw_latitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
ttn_gw_longitude: { ttn_gw_longitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
created_at_utc: { created_at_utc: {
type: DataTypes.DATE, type: DataTypes.DATE,

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@ -10,8 +10,6 @@ export class LpTtnEndDeviceUplinks extends Model {
public dev_addr!: string; public dev_addr!: string;
public received_at_utc!: Date; public received_at_utc!: Date;
public battery!: number; public battery!: number;
public latitude!: number;
public longitude!: number;
public created_at_utc!: Date; public created_at_utc!: Date;
public updated_at_utc!: Date; public updated_at_utc!: Date;
} }
@ -30,35 +28,21 @@ LpTtnEndDeviceUplinks.init(
}, },
application_ids: { application_ids: {
type: DataTypes.STRING, type: DataTypes.STRING,
allowNull: true,
}, },
dev_eui: { dev_eui: {
type: DataTypes.STRING, type: DataTypes.STRING,
allowNull: true,
}, },
join_eui: { join_eui: {
type: DataTypes.STRING, type: DataTypes.STRING,
allowNull: true,
}, },
dev_addr: { dev_addr: {
type: DataTypes.STRING, type: DataTypes.STRING,
allowNull: true,
}, },
received_at_utc: { received_at_utc: {
type: DataTypes.DATE, type: DataTypes.DATE,
allowNull: true,
}, },
battery: { battery: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
},
latitude: {
type: DataTypes.NUMBER,
allowNull: true,
},
longitude: {
type: DataTypes.NUMBER,
allowNull: true,
}, },
created_at_utc: { created_at_utc: {
type: DataTypes.DATE, type: DataTypes.DATE,

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@ -32,23 +32,18 @@ TtnGatewayReception.init(
}, },
eui: { eui: {
type: DataTypes.STRING, type: DataTypes.STRING,
allowNull: false,
}, },
rssi: { rssi: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
latitude: { latitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
longitude: { longitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
altitude: { altitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true,
}, },
created_at_utc: { created_at_utc: {
type: DataTypes.DATE, type: DataTypes.DATE,

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@ -6,14 +6,14 @@ export interface TtnMessage {
}; };
dev_eui: string; dev_eui: string;
join_eui: string; join_eui: string;
dev_addr: string; dev_addr?: string;
}; };
correlation_ids: string[]; correlation_ids: string[];
received_at: string; received_at: string;
uplink_message: { uplink_message: {
session_key_id: string; session_key_id?: string;
f_port?: number; f_port?: number;
f_cnt: number; f_cnt?: number;
frm_payload?: string; frm_payload?: string;
decoded_payload?: { decoded_payload?: {
err: number; err: number;
@ -22,8 +22,8 @@ export interface TtnMessage {
{ {
measurementId: "4200"; measurementId: "4200";
measurementValue: any[]; measurementValue: any[];
motionId: number; motionId?: number;
timestamp: number; timestamp?: number;
type: "Event Status"; type: "Event Status";
}, },
{ {
@ -32,29 +32,29 @@ export interface TtnMessage {
mac: string; mac: string;
rssi: number; rssi: number;
}[]; }[];
motionId: number; motionId?: number;
timestamp: number; timestamp?: number;
type: "Wi-Fi Scan"; type: "Wi-Fi Scan";
}, },
{ {
measurementId: "3000"; measurementId: "3000";
measurementValue: number; measurementValue: number;
motionId: number; motionId?: number;
timestamp: number; timestamp?: number;
type: "Battery"; type: "Battery";
}, },
{ {
measurementId: "4197"; measurementId: "4197";
measurementValue: number; measurementValue: number;
motionId: number; motionId?: number;
timestamp: number; timestamp?: number;
type: "Longitude"; type: "Longitude";
}, },
{ {
measurementId: "4198"; measurementId: "4198";
measurementValue: number; measurementValue: number;
motionId: number; motionId?: number;
timestamp: number; timestamp?: number;
type: "Latitude"; type: "Latitude";
} }
] ]
@ -67,44 +67,44 @@ export interface TtnMessage {
gateway_id: string; gateway_id: string;
eui?: string; eui?: string;
}; };
time: string; time?: string;
timestamp?: number; timestamp?: number;
rssi: number; rssi: number;
channel_rssi: number; channel_rssi: number;
snr: number; snr?: number;
location: { location?: {
latitude: number; latitude: number;
longitude: number; longitude: number;
altitude: number; altitude?: number;
source?: string; source?: string;
}; };
uplink_token: string; uplink_token?: string;
channel_index?: number; channel_index?: number;
received_at: string; received_at?: string;
}[]; }[];
settings: { settings: {
data_rate: { data_rate: {
lora: { lora: {
bandwidth: number; bandwidth: number;
spreading_factor: number; spreading_factor: number;
coding_rate: string; coding_rate?: string;
}; };
}; };
frequency: string; frequency: string;
timestamp?: number; timestamp?: number;
time?: Date; time?: Date;
}; };
received_at: Date; received_at?: Date;
confirmed?: boolean; confirmed?: boolean;
consumed_airtime: string; consumed_airtime?: string;
version_ids: { version_ids?: {
brand_id: string; brand_id: string;
model_id: string; model_id: string;
hardware_version: string; hardware_version: string;
firmware_version: string; firmware_version: string;
band_id: string; band_id: string;
}; };
network_ids: { network_ids?: {
net_id: string; net_id: string;
ns_id: string; ns_id: string;
tenant_id: string; tenant_id: string;

View File

@ -30,15 +30,15 @@ WifiScan.init(
}, },
rssi: { rssi: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true, allowNull: false,
}, },
latitude: { latitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true, allowNull: false,
}, },
longitude: { longitude: {
type: DataTypes.NUMBER, type: DataTypes.NUMBER,
allowNull: true, allowNull: false,
}, },
created_at_utc: { created_at_utc: {
type: DataTypes.DATE, type: DataTypes.DATE,

View File

@ -47,6 +47,7 @@ export const getLocationForWifi = async (
try { try {
const url = `${process.env.WIGLE_BASE_URL!}${process.env const url = `${process.env.WIGLE_BASE_URL!}${process.env
.WIGLE_NETWORK_SEARCH!}?netid=${encodeURIComponent(mac)}`; .WIGLE_NETWORK_SEARCH!}?netid=${encodeURIComponent(mac)}`;
const response = await fetch(url, { const response = await fetch(url, {
method: "GET", method: "GET",
headers: { headers: {
@ -54,12 +55,12 @@ export const getLocationForWifi = async (
Authorization: `Basic ${process.env.WIGLE_TOKEN}`, Authorization: `Basic ${process.env.WIGLE_TOKEN}`,
}, },
}); });
if (response.ok) { if (response.ok) {
return await response.json(); return await response.json();
} }
console.log(response.status); console.log(response.status);
return undefined; return undefined;
} catch (error) { } catch (error) {
console.error("Error during call of API wigle.net:", error); console.error("Error during call of API wigle.net:", error);
} }

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@ -2,6 +2,39 @@ import { inject, injectable } from "tsyringe";
import { Location } from "../models/location"; import { Location } from "../models/location";
import { LocationRepository } from "../repositories/locationRepository"; import { LocationRepository } from "../repositories/locationRepository";
interface CreateLocationParams {
lp_ttn_end_device_uplinks_id: string;
wifi?: Coordinates;
gnss?: Coordinates;
ttn_gw?: Coordinates;
}
interface CreateLocationTriangulationParams {
lp_ttn_end_device_uplinks_id: string;
wifi: LocationSignal[];
ttn_gw: LocationSignal[];
gnss?: Coordinates;
}
interface LocationSignal extends Coordinates {
rssi: number;
}
interface Coordinates {
latitude: number;
longitude: number;
}
interface UpdateTtnGatewayReceptionParams {
ttn_gateway_reception_id: string;
gateway_id?: string;
eui?: string;
rssi?: number;
latitude?: number;
longitude?: number;
altitude?: number;
}
@injectable() @injectable()
export class LocationService { export class LocationService {
constructor( constructor(
@ -17,8 +50,30 @@ export class LocationService {
return this.repository.findById(id); return this.repository.findById(id);
} }
public async createLocation(data: Partial<Location>) { public async createLocation(data: CreateLocationParams) {
return this.repository.create(data); return this.repository.create({
lp_ttn_end_device_uplinks_id: data.lp_ttn_end_device_uplinks_id,
wifi_latitude: data.wifi?.latitude,
wifi_longitude: data.wifi?.longitude,
ttn_gw_latitude: data.ttn_gw?.latitude,
ttn_gw_longitude: data.ttn_gw?.longitude,
gnss_latitude: data.gnss?.latitude,
gnss_longitude: data.gnss?.longitude,
});
}
public async createLocationFromTriangulation(
data: CreateLocationTriangulationParams
) {
const wifi_location = this.calculateVirtualLocation(data.wifi);
const gateway_location = this.calculateVirtualLocation(data.ttn_gw);
return this.createLocation({
lp_ttn_end_device_uplinks_id: data.lp_ttn_end_device_uplinks_id,
wifi: wifi_location,
ttn_gw: gateway_location,
gnss: data.gnss,
});
} }
public async updateLocation(id: string, data: Partial<Location>) { public async updateLocation(id: string, data: Partial<Location>) {
@ -28,4 +83,25 @@ export class LocationService {
public async deleteLocation(id: string) { public async deleteLocation(id: string) {
return this.repository.delete(id); return this.repository.delete(id);
} }
private calculateVirtualLocation(locations: LocationSignal[]) {
if (locations.length === 0) return undefined;
const { totalWeight, weightedLatitude, weightedLongitude } =
locations.reduce(
(acc, { latitude, longitude, rssi }) => {
const weight = 1 / Math.abs(rssi);
acc.totalWeight += weight;
acc.weightedLatitude += latitude * weight;
acc.weightedLongitude += longitude * weight;
return acc;
},
{ totalWeight: 0, weightedLatitude: 0, weightedLongitude: 0 }
);
return {
latitude: weightedLatitude / totalWeight,
longitude: weightedLongitude / totalWeight,
};
}
} }

View File

@ -1,7 +1,26 @@
import { inject, injectable } from "tsyringe"; import { inject, injectable } from "tsyringe";
import { TtnGatewayReception } from "../models/ttnGatewayReception";
import { TtnGatewayReceptionRepository } from "../repositories/ttnGatewayReceptionRepository"; import { TtnGatewayReceptionRepository } from "../repositories/ttnGatewayReceptionRepository";
interface CreateTtnGatewayReceptionParams {
lp_ttn_end_device_uplinks_id: string;
gateway_id: string;
eui?: string;
rssi?: number;
latitude?: number;
longitude?: number;
altitude?: number;
}
interface UpdateTtnGatewayReceptionParams {
ttn_gateway_reception_id: string;
gateway_id?: string;
eui?: string;
rssi?: number;
latitude?: number;
longitude?: number;
altitude?: number;
}
@injectable() @injectable()
export class TtnGatewayReceptionService { export class TtnGatewayReceptionService {
constructor( constructor(
@ -17,19 +36,24 @@ export class TtnGatewayReceptionService {
return this.repository.findById(id); return this.repository.findById(id);
} }
public async createGatewayReception(data: Partial<TtnGatewayReception>) { public async createTtnGatewayReception(
data: CreateTtnGatewayReceptionParams
) {
if (data.latitude !== undefined && data.longitude !== undefined)
return this.repository.create(data); return this.repository.create(data);
} }
public async createGatewayReceptions(data: Partial<TtnGatewayReception>[]) { public async filterAndInsertGatewayReception(
return this.repository.createMany(data); data: CreateTtnGatewayReceptionParams[]
) {
const result = await Promise.all(
data.map(async (gateway) => await this.createTtnGatewayReception(gateway))
);
return result.filter((gateway) => gateway !== undefined);
} }
public async updateGatewayReception( public async updateGatewayReception(data: UpdateTtnGatewayReceptionParams) {
id: string, return this.repository.update(data.ttn_gateway_reception_id, data);
data: Partial<TtnGatewayReception>
) {
return this.repository.update(id, data);
} }
public async deleteGatewayReception(id: string) { public async deleteGatewayReception(id: string) {

View File

@ -1,7 +1,21 @@
import { inject, injectable } from "tsyringe"; import { inject, injectable } from "tsyringe";
import { WifiScan } from "../models/wifiScan"; import { getLocationForWifiMemoized } from "../proxy/wigle";
import { WifiScanRepository } from "../repositories/wifiScanRepository"; import { WifiScanRepository } from "../repositories/wifiScanRepository";
interface CreateWifiScanParams {
lp_ttn_end_device_uplinks_id: string;
mac: string;
rssi: number;
}
interface UpdateWifiScanParams {
wifi_scan_id: string;
mac?: string;
rssi?: number;
latitude?: number;
longitude?: number;
}
@injectable() @injectable()
export class WifiScanService { export class WifiScanService {
constructor( constructor(
@ -16,16 +30,28 @@ export class WifiScanService {
return this.repository.findById(id); return this.repository.findById(id);
} }
public async createWifiScan(data: Partial<WifiScan>) { public async createWifiScan(data: CreateWifiScanParams) {
return this.repository.create(data); const apiResponse = await getLocationForWifiMemoized(data.mac);
if (apiResponse !== undefined && apiResponse.results.length > 0)
return this.repository.create({
...data,
latitude: apiResponse.results[0].trilat,
longitude: apiResponse.results[0].trilong,
});
} }
public async createWifiScans(data: Partial<WifiScan>[]) { public async createWifiScans(data: CreateWifiScanParams[]) {
return this.repository.createMany(data); let wifiScans = await Promise.all(
data.map(async (wifi) => {
return await this.createWifiScan(wifi);
})
);
return wifiScans.filter((wifi) => wifi !== undefined);
} }
public async updateWifiScan(id: string, data: Partial<WifiScan>) { public async updateWifiScan(data: UpdateWifiScanParams) {
return this.repository.update(id, data); return this.repository.update(data.wifi_scan_id, data);
} }
public async deleteWifiScan(id: string) { public async deleteWifiScan(id: string) {

View File

@ -8,14 +8,14 @@ export const ttnMessageValidator = z.object({
}), }),
dev_eui: z.string(), dev_eui: z.string(),
join_eui: z.string(), join_eui: z.string(),
dev_addr: z.string(), dev_addr: z.string().optional(),
}), }),
correlation_ids: z.array(z.string()), correlation_ids: z.array(z.string()),
received_at: z.string(), received_at: z.string(),
uplink_message: z.object({ uplink_message: z.object({
session_key_id: z.string(), session_key_id: z.string().optional(),
f_port: z.number().optional(), f_port: z.number().optional(),
f_cnt: z.number(), f_cnt: z.number().optional(),
frm_payload: z.string().optional(), frm_payload: z.string().optional(),
decoded_payload: z decoded_payload: z
.object({ .object({
@ -25,8 +25,8 @@ export const ttnMessageValidator = z.object({
z.object({ z.object({
measurementId: z.string(), measurementId: z.string(),
measurementValue: z.union([z.array(z.any()), z.number()]), measurementValue: z.union([z.array(z.any()), z.number()]),
motionId: z.number(), motionId: z.number().optional(),
timestamp: z.number(), timestamp: z.number().optional(),
type: z.string(), type: z.string(),
}) })
) )
@ -41,20 +41,22 @@ export const ttnMessageValidator = z.object({
gateway_id: z.string(), gateway_id: z.string(),
eui: z.string().optional(), eui: z.string().optional(),
}), }),
time: z.string(), time: z.string().optional(),
timestamp: z.number().optional(), timestamp: z.number().optional(),
rssi: z.number(), rssi: z.number(),
channel_rssi: z.number(), channel_rssi: z.number(),
snr: z.number(), snr: z.number().optional(),
location: z.object({ location: z
.object({
latitude: z.number(), latitude: z.number(),
longitude: z.number(), longitude: z.number(),
altitude: z.number(), altitude: z.number().optional(),
source: z.string().optional(), source: z.string().optional(),
}), })
uplink_token: z.string(), .optional(),
uplink_token: z.string().optional(),
channel_index: z.number().optional(), channel_index: z.number().optional(),
received_at: z.string(), received_at: z.string().optional(),
}) })
), ),
settings: z.object({ settings: z.object({
@ -62,29 +64,33 @@ export const ttnMessageValidator = z.object({
lora: z.object({ lora: z.object({
bandwidth: z.number(), bandwidth: z.number(),
spreading_factor: z.number(), spreading_factor: z.number(),
coding_rate: z.string(), coding_rate: z.string().optional(),
}), }),
}), }),
frequency: z.string(), frequency: z.string(),
timestamp: z.number().optional(), timestamp: z.number().optional(),
time: z.string().optional(), time: z.string().optional(),
}), }),
received_at: z.string(), received_at: z.string().optional(),
confirmed: z.boolean().optional(), confirmed: z.boolean().optional(),
consumed_airtime: z.string(), consumed_airtime: z.string().optional(),
version_ids: z.object({ version_ids: z
.object({
brand_id: z.string(), brand_id: z.string(),
model_id: z.string(), model_id: z.string(),
hardware_version: z.string(), hardware_version: z.string(),
firmware_version: z.string(), firmware_version: z.string(),
band_id: z.string(), band_id: z.string(),
}), })
network_ids: z.object({ .optional(),
network_ids: z
.object({
net_id: z.string(), net_id: z.string(),
ns_id: z.string(), ns_id: z.string(),
tenant_id: z.string(), tenant_id: z.string(),
cluster_id: z.string(), cluster_id: z.string(),
cluster_address: z.string(), cluster_address: z.string(),
}), })
.optional(),
}), }),
}); });