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Refactor client-side AI into multiple web workers

This commit is contained in:
Starbeamrainbowlabs 2019-07-26 13:57:24 +01:00
parent 673a8e3441
commit ced38c6734
2 changed files with 113 additions and 53 deletions
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16
client_src/js/Helpers/PromiseUnwind.mjs Normal file
View File

@ -0,0 +1,16 @@
"use strict";
/**
* Unwinds a recursive promise.
* @param {Promise} promise The recursive promise to unwind.
* @param {Function} callback_step A function to exexcute at each step of the unwinding process
*/
async function promise_unwind(promise) {
let current_promise = promise;
while(current_promise !== null) {
// Unwind this Promise and obtain it's return value
current_promise = await current_promise;
}
}
export default promise_unwind;

150
client_src/js/LayerAI.mjs
View File

@ -6,6 +6,7 @@ import chroma from 'chroma-js';
import WorkerWrapper from './WorkerWrapper.mjs';
import GetFromUrl from './Helpers/GetFromUrl.mjs';
import Config from './ClientConfig.mjs';
import promise_unwind from './Helpers/PromiseUnwind.mjs';
class LayerAI {
@ -37,9 +38,16 @@ class LayerAI {
* @param {[type]} map [description]
*/
constructor(map) {
// The Leaflet map instance to attach to
this.map = map;
this.worker = new WorkerWrapper();
// The array of web workers that do the computation
this.workers = [];
// The array the GeoJSON is stored in as it's generated
this.geojson = [];
this.stats = { rssi_min: Infinity, rssi_max: -Infinity };
// The bounding box of the map we're generating
this.map_bounds = null;
}
@ -65,8 +73,23 @@ class LayerAI {
this.map_bounds.east += Config.border.lng;
this.map_bounds.west -= Config.border.lng;
// Setup the web worker
await this.worker.setup(this.map_bounds, this.index);
// Setup the colour scale
this.colour_scale = chroma.scale([
Config.colour_scale.min,
Config.colour_scale.max
]).domain(
this.index.properties.rssi_min,
this.index.properties.rssi_max
);
// Setup the web worker army
for(let i = 0; i < (navigator.hardwareConcurrency || 4); i++) {
console.info(`Starting worker ${i}`);
let next_worker = new WorkerWrapper();
await next_worker.setup(this.map_bounds, this.index);
this.workers.push(next_worker);
}
// Generate the Leaflet layer
this.layer = await this.generate_layer();
@ -101,61 +124,82 @@ class LayerAI {
* @return {Promise} A Promise that resolves to a GeoJSON array representing the map.
*/
async render_map() {
let coverage = [],
colour_scale = chroma.scale([
Config.colour_scale.min,
Config.colour_scale.max
]).domain(
this.index.properties.rssi_min,
this.index.properties.rssi_max
);
let stats = {
rssi_min: Infinity,
rssi_max: -Infinity
};
for(let lat = this.map_bounds.south; lat < this.map_bounds.north; lat += Config.step.lat) {
let next_result = await this.worker.predict_row(lat);
let lng = this.map_bounds.west;
// Keep up with the statistics
if(next_result.stats.rssi_max > stats.rssi_max)
stats.rssi_max = next_result.stats.rssi_max;
if(next_result.stats.rssi_min < stats.rssi_min)
stats.rssi_min = next_result.stats.rssi_min;
for(let value of next_result.result) {
// Generate the GeoJSON feature for this cell of the map
coverage.push({
type: "Feature",
geometry: {
type: "Polygon",
coordinates: [
[ // Outer shape
[lng, lat],
[lng, lat + Config.step.lat],
[lng + Config.step.lng, lat + Config.step.lat],
[lng + Config.step.lng, lat]
]
// If there were any holes in the shape, we'd put them here
]
},
properties: {
colour: colour_scale(value).toString()
}
});
lng += Config.step.lng;
let work_generator = (function*() {
for(let lat = this.map_bounds.south; lat < this.map_bounds.north; lat += Config.step.lat) {
yield lat;
}
}).bind(this)();
let unwinders = [];
for(let i = 0; i < this.workers.length; i++) {
let next_latitude = work_generator.next().value;
let next_promise = this.workers[i].predict_row(next_latitude)
.then(this.process_result_row.bind(this, next_latitude, i, work_generator));
unwinders.push(promise_unwind(next_promise));
}
this.worker.end(this.worker);
// Wait for all the workers to finish
await Promise.all(unwinders);
console.log("Stats:", stats);
this.workers.length = 0; // Empty the array of workers
return coverage;
return this.geojson;
}
/**
* Processes a single row of results from a web worker.
* @param {number} lat The latitude value that was processed by the web worker.
* @param {number} worker_index The index of the worker that returned the results.
* @param {Generator} work_generator The work generator to use to queue the next work item.
* @param {Object} next_result The result object returned by the web worker.
* @return {Promise<Object>|null} Returns a Promise that resolves to the next work item that need processing, or null if allt he work hass been completed.
*/
process_result_row(lat, worker_index, work_generator, next_result) {
let lng = this.map_bounds.west;
// Keep up with the statistics
if(next_result.stats.rssi_max > this.stats.rssi_max)
this.stats.rssi_max = next_result.stats.rssi_max;
if(next_result.stats.rssi_min < this.stats.rssi_min)
this.stats.rssi_min = next_result.stats.rssi_min;
for(let value of next_result.result) {
// Generate the GeoJSON feature for this cell of the map
this.geojson.push({
type: "Feature",
geometry: {
type: "Polygon",
coordinates: [
[ // Outer shape
[lng, lat],
[lng, lat + Config.step.lat],
[lng + Config.step.lng, lat + Config.step.lat],
[lng + Config.step.lng, lat]
]
// If there were any holes in the shape, we'd put them here
]
},
properties: {
colour: this.colour_scale(value).toString()
}
});
lng += Config.step.lng;
}
let next_work_item = work_generator.next();
if(!next_work_item.done) {
return this.workers[worker_index].predict_row(next_work_item.value)
.then(this.process_result_row.bind(this, next_work_item.value, worker_index, work_generator));
}
else {
console.log(`Ending worker ${worker_index}`);
// Shut down the worker - we're done!
this.workers[worker_index].end();
return null;
}
}
}