Spaces:
Running
Running
/** | |
* Code for using Google's Perspective API for filters. | |
* @author mia-pi-git | |
*/ | |
import { ProcessManager, Net, Repl } from '../../lib'; | |
import { Config } from '../config-loader'; | |
import { toID } from '../../sim/dex-data'; | |
// 20m. this is mostly here so we can use Monitor.slow() | |
const PM_TIMEOUT = 20 * 60 * 1000; | |
export const ATTRIBUTES = { | |
"SEVERE_TOXICITY": {}, | |
"TOXICITY": {}, | |
"IDENTITY_ATTACK": {}, | |
"INSULT": {}, | |
"PROFANITY": {}, | |
"THREAT": {}, | |
"SEXUALLY_EXPLICIT": {}, | |
"FLIRTATION": {}, | |
}; | |
export interface PerspectiveRequest { | |
languages: string[]; | |
requestedAttributes: AnyObject; | |
comment: { text: string }; | |
} | |
function time() { | |
return Math.floor(Math.floor(Date.now() / 1000) / 60); | |
} | |
export class Limiter { | |
readonly max: number; | |
lastTick = time(); | |
count = 0; | |
constructor(max: number) { | |
this.max = max; | |
} | |
shouldRequest() { | |
const now = time(); | |
if (this.lastTick !== now) { | |
this.count = 0; | |
this.lastTick = now; | |
} | |
this.count++; | |
return this.count < this.max; | |
} | |
} | |
function isCommon(message: string) { | |
message = message.toLowerCase().replace(/\?!\., ;:/g, ''); | |
return ['gg', 'wp', 'ggwp', 'gl', 'hf', 'glhf', 'hello'].includes(message); | |
} | |
let throttleTime: number | null = null; | |
export const limiter = new Limiter(800); | |
export const PM = new ProcessManager.QueryProcessManager<string, Record<string, number> | null>(module, async text => { | |
if (isCommon(text) || !limiter.shouldRequest()) return null; | |
if (throttleTime && ((Date.now() - throttleTime) < 10000)) { | |
return null; | |
} | |
if (throttleTime) throttleTime = null; | |
const requestData: PerspectiveRequest = { | |
// todo - support 'es', 'it', 'pt', 'fr' - use user.language? room.settings.language...? | |
languages: ['en'], | |
requestedAttributes: ATTRIBUTES, | |
comment: { text }, | |
}; | |
try { | |
const raw = await Net(`https://commentanalyzer.googleapis.com/v1alpha1/comments:analyze`).post({ | |
query: { | |
key: Config.perspectiveKey, | |
}, | |
body: JSON.stringify(requestData), | |
headers: { | |
'Content-Type': "application/json", | |
}, | |
timeout: 10 * 1000, // 10s | |
}); | |
if (!raw) return null; | |
const data = JSON.parse(raw); | |
if (data.error) throw new Error(data.message); | |
const result: { [k: string]: number } = {}; | |
for (const k in data.attributeScores) { | |
const score = data.attributeScores[k]; | |
result[k] = score.summaryScore.value; | |
} | |
return result; | |
} catch (e: any) { | |
// eslint-disable-next-line require-atomic-updates | |
throttleTime = Date.now(); | |
if (e.message.startsWith('Request timeout') || e.statusCode === 429) { | |
// request timeout: just ignore this. error on their end not ours. | |
// 429: too many requests, we already freeze for 10s above so. not much more we can do | |
return null; | |
} | |
Monitor.crashlog(e, 'A Perspective API request', { request: JSON.stringify(requestData) }); | |
return null; | |
} | |
}, PM_TIMEOUT); | |
// main module check necessary since this gets required in other non-parent processes sometimes | |
// when that happens we do not want to take over or set up or anything | |
if (require.main === module) { | |
// This is a child process! | |
global.Config = Config; | |
global.Monitor = { | |
crashlog(error: Error, source = 'A remote Artemis child process', details: AnyObject | null = null) { | |
const repr = JSON.stringify([error.name, error.message, source, details]); | |
process.send!(`THROW\n@!!@${repr}\n${error.stack}`); | |
}, | |
slow(text: string) { | |
process.send!(`CALLBACK\nSLOW\n${text}`); | |
}, | |
} as any; | |
global.toID = toID; | |
process.on('uncaughtException', err => { | |
if (Config.crashguard) { | |
Monitor.crashlog(err, 'A remote Artemis child process'); | |
} | |
}); | |
// eslint-disable-next-line no-eval | |
Repl.start(`abusemonitor-remote-${process.pid}`, cmd => eval(cmd)); | |
} else if (!process.send) { | |
PM.spawn(Config.remoteartemisprocesses || 1); | |
} | |
export class RemoteClassifier { | |
static readonly PM = PM; | |
static readonly ATTRIBUTES = ATTRIBUTES; | |
classify(text: string) { | |
if (!Config.perspectiveKey) return Promise.resolve(null); | |
return PM.query(text); | |
} | |
async suggestScore(text: string, data: Record<string, number>) { | |
if (!Config.perspectiveKey) return Promise.resolve(null); | |
const body: AnyObject = { | |
comment: { text }, | |
attributeScores: {}, | |
}; | |
for (const k in data) { | |
body.attributeScores[k] = { summaryScore: { value: data[k] } }; | |
} | |
try { | |
const raw = await Net(`https://commentanalyzer.googleapis.com/v1alpha1/comments:suggestscore`).post({ | |
query: { | |
key: Config.perspectiveKey, | |
}, | |
body: JSON.stringify(body), | |
headers: { | |
'Content-Type': "application/json", | |
}, | |
timeout: 10 * 1000, // 10s | |
}); | |
return JSON.parse(raw); | |
} catch (e: any) { | |
return { error: e.message }; | |
} | |
} | |
destroy() { | |
return PM.destroy(); | |
} | |
respawn() { | |
return PM.respawn(); | |
} | |
spawn(number: number) { | |
PM.spawn(number); | |
} | |
getActiveProcesses() { | |
return PM.processes.length; | |
} | |
} | |