element-web/src/PosthogAnalytics.ts

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import posthog, { PostHog } from 'posthog-js';
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import PlatformPeg from './PlatformPeg';
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import SdkConfig from './SdkConfig';
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import SettingsStore from './settings/SettingsStore';
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interface IEvent {
// The event name that will be used by PostHog.
// TODO: standard format (camel case? snake? UpperCase?)
eventName: string;
// The properties of the event that will be stored in PostHog.
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properties: {}
}
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export enum Anonymity {
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Disabled,
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Anonymous,
Pseudonymous
}
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// If an event extends IPseudonymousEvent, the event contains pseudonymous data
// that won't be sent unless the user has explicitly consented to pseudonymous tracking.
// For example, it might contain hashed user IDs or room IDs.
// Such events will be automatically dropped if PosthogAnalytics.anonymity isn't set to Pseudonymous.
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export interface IPseudonymousEvent extends IEvent {}
// If an event extends IAnonymousEvent, the event strictly contains *only* anonymous data;
// i.e. no identifiers that can be associated with the user.
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export interface IAnonymousEvent extends IEvent {}
export interface IRoomEvent extends IPseudonymousEvent {
hashedRoomId: string
}
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interface IPageView extends IAnonymousEvent {
eventName: "$pageview",
properties: {
durationMs?: number
}
}
export interface IWelcomeScreenLoad extends IAnonymousEvent {
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eventName: "welcome_screen_load",
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}
const hashHex = async (input: string): Promise<string> => {
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// on os x (e.g. if you want to know the sha-256 of your own matrix ID so you can look it up):
// echo -n <input> | shasum -a 256
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const buf = new TextEncoder().encode(input);
const digestBuf = await window.crypto.subtle.digest("sha-256", buf);
return [...new Uint8Array(digestBuf)].map((b: number) => b.toString(16).padStart(2, "0")).join("");
};
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const knownScreens = new Set([
"register", "login", "forgot_password", "soft_logout", "new", "settings", "welcome", "home", "start", "directory",
"start_sso", "start_cas", "groups", "complete_security", "post_registration", "room", "user", "group",
]);
export async function getRedactedCurrentLocation(origin: string, hash: string, pathname: string, anonymity: Anonymity) {
// Redact PII from the current location.
// If anonymous is true, redact entirely, if false, substitute it with a hash.
// For known screens, assumes a URL structure of /<screen name>/might/be/pii
if (origin.startsWith('file://')) {
pathname = "/<redacted_file_scheme_url>/";
}
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let hashStr;
if (hash == "") {
hashStr = "";
} else {
let [_, screen, ...parts] = hash.split("/");
if (!knownScreens.has(screen)) {
screen = "<redacted_screen_name>";
}
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for (let i = 0; i < parts.length; i++) {
parts[i] = anonymity === Anonymity.Anonymous ? `<redacted>` : await hashHex(parts[i]);
}
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hashStr = `${_}/${screen}/${parts.join("/")}`;
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}
return origin + pathname + hashStr;
}
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export class PosthogAnalytics {
/* Wrapper for Posthog analytics.
*
* 3 modes of anonymity are supported, governed by this.anonymity
* - Anonymity.Disabled means *no data* is passed to posthog
* - Anonymity.Anonymous means all identifers will be redacted before being passed to posthog
* - Anonymity.Pseudonymous means all identifiers will be hashed via SHA-256 before being passed
* to Posthog
*
* To update anonymity, call updateAnonymityFromSettings() or you can set it directly via setAnonymity().
*
* To pass an event to Posthog:
*
* 1. Declare a type for the event, extending IAnonymousEvent, IPseudonymousEvent or IRoomEvent.
* 2. Call the appropriate track*() method. Pseudonymous events will be dropped when anonymity is
* Anonymous or Disabled; Anonymous events will be dropped when anonymity is Disabled.
*/
private anonymity = Anonymity.Anonymous;
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private posthog?: PostHog = null;
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// set true during the constructor if posthog config is present, otherwise false
private enabled = false;
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private static _instance = null;
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private platformSuperProperties = {};
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public static instance(): PosthogAnalytics {
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if (!this._instance) {
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this._instance = new PosthogAnalytics(posthog);
}
return this._instance;
}
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constructor(posthog: PostHog) {
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this.posthog = posthog;
const posthogConfig = SdkConfig.get()["posthog"];
if (posthogConfig) {
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this.posthog.init(posthogConfig.projectApiKey, {
api_host: posthogConfig.apiHost,
autocapture: false,
mask_all_text: true,
mask_all_element_attributes: true,
// This only triggers on page load, which for our SPA isn't particularly useful.
// Plus, the .capture call originating from somewhere in posthog makes it hard
// to redact URLs, which requires async code.
//
// To raise this manually, just call .capture("$pageview") or posthog.capture_pageview.
capture_pageview: false,
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sanitize_properties: this.sanitizeProperties.bind(this),
respect_dnt: true,
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});
this.enabled = true;
} else {
this.enabled = false;
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}
}
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private sanitizeProperties(properties: posthog.Properties, _: string): posthog.Properties {
// Callback from posthog to sanitize properties before sending them to the server.
//
// Here we sanitize posthog's built in properties which leak PII e.g. url reporting.
// See utils.js _.info.properties in posthog-js.
// Replace the $current_url with a redacted version.
// $redacted_current_url is injected by this class earlier in capture(), as its generation
// is async and can't be done in this non-async callback.
if (!properties['$redacted_current_url']) {
console.log("$redacted_current_url not set in sanitizeProperties, will drop $current_url entirely");
}
properties['$current_url'] = properties['$redacted_current_url'];
delete properties['$redacted_current_url'];
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if (this.anonymity == Anonymity.Anonymous) {
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// drop referrer information for anonymous users
properties['$referrer'] = null;
properties['$referring_domain'] = null;
properties['$initial_referrer'] = null;
properties['$initial_referring_domain'] = null;
// drop device ID, which is a UUID persisted in local storage
properties['$device_id'] = null;
}
return properties;
}
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private static getAnonymityFromSettings(): Anonymity {
// determine the current anonymity level based on curernt user settings
// "Send anonymous usage data which helps us improve Element. This will use a cookie."
const analyticsOptIn = SettingsStore.getValue("analyticsOptIn", null, true);
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// (proposed wording) "Send pseudonymous usage data which helps us improve Element. This will use a cookie."
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//
// TODO: Currently, this is only a labs flag, for testing purposes.
const pseudonumousOptIn = SettingsStore.getValue("feature_pseudonymousAnalyticsOptIn", null, true);
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let anonymity;
if (pseudonumousOptIn) {
anonymity = Anonymity.Pseudonymous;
} else if (analyticsOptIn || analyticsOptIn === null) {
// If no analyticsOptIn has been set (i.e. before the user has logged in, or if they haven't answered the
// opt-in question, assume Anonymous)
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anonymity = Anonymity.Anonymous;
} else {
anonymity = Anonymity.Disabled;
}
return anonymity;
}
private registerSuperProperties(properties) {
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if (this.enabled) {
this.posthog.register(properties);
}
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}
private static async getPlatformProperties() {
const platform = PlatformPeg.get();
let appVersion;
try {
appVersion = await platform.getAppVersion();
} catch (e) {
// this happens if no version is set i.e. in dev
appVersion = "unknown";
}
return {
appVersion,
appPlatform: platform.getHumanReadableName(),
};
}
private async capture(eventName: string, properties: posthog.Properties) {
if (!this.enabled) {
return;
}
const { origin, hash, pathname } = window.location;
properties['$redacted_current_url'] = await getRedactedCurrentLocation(
origin, hash, pathname, this.anonymity);
this.posthog.capture(eventName, properties);
}
public isEnabled() {
return this.enabled;
}
public setAnonymity(anonymity: Anonymity) {
// Update this.anonymity.
// This is public for testing purposes, typically you want to call updateAnonymityFromSettings
// to ensure this value is in step with the user's settings.
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if (this.enabled && (anonymity == Anonymity.Disabled || anonymity == Anonymity.Anonymous)) {
// when transitioning to Disabled or Anonymous ensure we clear out any prior state
// set in posthog e.g. distinct ID
this.posthog.reset();
// Restore any previously set platform super properties
this.registerSuperProperties(this.platformSuperProperties);
}
this.anonymity = anonymity;
}
public async identifyUser(userId: string) {
if (this.anonymity == Anonymity.Pseudonymous) {
this.posthog.identify(await hashHex(userId));
}
}
public getAnonymity() {
return this.anonymity;
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}
public logout() {
if (this.enabled) {
this.posthog.reset();
}
this.setAnonymity(Anonymity.Anonymous);
}
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public async trackPseudonymousEvent<E extends IPseudonymousEvent>(
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eventName: E["eventName"],
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properties: E["properties"],
) {
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if (this.anonymity == Anonymity.Anonymous || this.anonymity == Anonymity.Disabled) return;
await this.capture(eventName, properties);
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}
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public async trackAnonymousEvent<E extends IAnonymousEvent>(
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eventName: E["eventName"],
properties: E["properties"],
) {
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if (this.anonymity == Anonymity.Disabled) return;
await this.capture(eventName, properties);
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}
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public async trackRoomEvent<E extends IRoomEvent>(
eventName: E["eventName"],
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roomId: string,
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properties: Omit<E["properties"], "roomId">,
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) {
const updatedProperties = {
...properties,
hashedRoomId: roomId ? await hashHex(roomId) : null,
};
await this.trackPseudonymousEvent(eventName, updatedProperties);
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}
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public async trackPageView(durationMs: number) {
await this.trackAnonymousEvent<IPageView>("$pageview", {
durationMs,
});
}
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public async updatePlatformSuperProperties() {
// Update super properties in posthog with our platform (app version, platform).
// These properties will be subsequently passed in every event.
//
// This only needs to be done once per page lifetime. Note that getPlatformProperties
// is async and can involve a network request if we are running in a browser.
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this.platformSuperProperties = await PosthogAnalytics.getPlatformProperties();
this.registerSuperProperties(this.platformSuperProperties);
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}
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public async updateAnonymityFromSettings(userId?: string) {
// Update this.anonymity based on the user's analytics opt-in settings
// Identify the user (via hashed user ID) to posthog if anonymity is pseudonmyous
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this.setAnonymity(PosthogAnalytics.getAnonymityFromSettings());
if (userId && this.getAnonymity() == Anonymity.Pseudonymous) {
await this.identifyUser(userId);
}
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}
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}
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export function getAnalytics(): PosthogAnalytics {
return PosthogAnalytics.instance();
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}