Spaces:
Running on CPU Upgrade
Running on CPU Upgrade
File size: 8,472 Bytes
7a399ed 66c985e 7a399ed 66c985e 3b73f6b 66c985e 7a399ed 3b73f6b 7a399ed 9cea18f 7a399ed 66c985e 7a399ed | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 | /**
* Persistent cache for app moderation verdicts, backed by a
* HuggingFace dataset. Twin of `categoryCache.js` - same rationale
* (the Docker Space filesystem is wiped on every rebuild, so we
* persist to a dataset to avoid re-running the whole LLM sweep on
* each cold start), same in-memory-hot / dataset-cold tiering.
*
* Storage shape
* βββββββββββββ
* <dataset>/cache/moderation.json
*
* {
* "version": 1,
* "policyVersion": 1,
* "updatedAt": "2026-05-29T09:00:00Z",
* "entries": {
* "<spaceId>": {
* "lastModified": "2026-05-08T22:13:01Z",
* "decision": "allow" | "block" | "review",
* "category": "none",
* "reason": "llm: allow/none",
* "severity": null | "hard" | "soft",
* "source": "regex" | "llm",
* "moderatedAt": "2026-05-29T09:00:00Z",
* "policyVersion": 1
* }
* }
* }
*
* `entries` holds the automated verdicts (regex + LLM), re-computed
* when a Space's README changes or the policy version bumps. The
* MANUAL killswitch lives elsewhere: a hand-edited
* `config/blocked-app-list.json` on the official dataset (see `index.js`),
* so anyone with dataset write access can block an app without
* touching this cache.
*/
import { commit, createRepo } from '@huggingface/hub';
import { MODERATION_POLICY_VERSION } from './moderate.js';
// Single store control-plane dataset (shared with official-app-list.json,
// blocked-app-list.json and categories.json - see index.js `STORE_DATASET`).
// The HF_TOKEN must have WRITE access here since this cache commits
// `moderation.json`. Precedence: a dedicated `HF_MODERATION_DATASET`
// wins (escape hatch), else the unified `STORE_DATASET`, else the
// pollen-robotics default.
const DEFAULT_DATASET = 'pollen-robotics/reachy_mini_store_data';
const CACHE_FILE_PATH = 'cache/moderation.json';
const CACHE_FORMAT_VERSION = 1;
class ModerationCache {
constructor() {
this.entries = new Map();
this.repoName =
process.env.HF_MODERATION_DATASET ||
process.env.STORE_DATASET ||
DEFAULT_DATASET;
this.loaded = false;
this.dirty = false;
this.flushing = false;
}
/**
* Load the dataset cache into memory. Best-effort: a missing
* dataset / 404 / malformed JSON collapses to "start empty, the
* warmup repopulates". Never blocks server boot.
*/
async load() {
if (this.loaded) return;
this.loaded = true;
const url = `https://huggingface.co/datasets/${this.repoName}/resolve/main/${CACHE_FILE_PATH}`;
try {
const res = await fetch(url, {
headers: process.env.HF_TOKEN
? { Authorization: `Bearer ${process.env.HF_TOKEN}` }
: undefined,
});
if (!res.ok) {
if (res.status === 404) {
console.log(
`[ModerationCache] Dataset ${this.repoName} or ${CACHE_FILE_PATH} not found yet - starting empty.`,
);
} else {
console.warn(
`[ModerationCache] HTTP ${res.status} loading cache from ${this.repoName}, starting empty.`,
);
}
return;
}
const data = await res.json();
// Verdicts: drop entries from an older policy version (the
// prompt/regex moved, so they must be re-moderated).
const entries = data?.entries || {};
let kept = 0;
let stale = 0;
for (const [id, raw] of Object.entries(entries)) {
if (!raw || typeof raw !== 'object') continue;
if (raw.policyVersion !== MODERATION_POLICY_VERSION) {
stale++;
continue;
}
this.entries.set(id, {
lastModified: raw.lastModified || null,
decision: raw.decision,
category: raw.category || 'none',
reason: raw.reason || '',
severity: raw.severity ?? null,
source: raw.source || 'llm',
moderatedAt: raw.moderatedAt || null,
policyVersion: raw.policyVersion,
});
kept++;
}
console.log(
`[ModerationCache] Loaded ${kept} verdicts from ${this.repoName}` +
(stale ? ` (dropped ${stale} stale policy)` : ''),
);
} catch (err) {
console.warn(
`[ModerationCache] Load failed (${err.message}); starting empty.`,
);
}
}
get(spaceId) {
return this.entries.get(spaceId) || null;
}
/**
* Does `spaceId` need a fresh moderation call? Yes when we have no
* verdict, the policy version moved, or the Space's `lastModified`
* advanced past our cached one (the README may have changed).
*/
needsModeration(spaceId, lastModified) {
const entry = this.entries.get(spaceId);
if (!entry) return true;
if (entry.policyVersion !== MODERATION_POLICY_VERSION) return true;
if (lastModified && entry.lastModified !== lastModified) return true;
return false;
}
set(spaceId, { decision, category, reason, severity, source, lastModified }) {
if (!decision) return;
const next = {
lastModified: lastModified || null,
decision,
category: category || 'none',
reason: reason || '',
severity: severity ?? null,
source: source || 'llm',
moderatedAt: new Date().toISOString(),
policyVersion: MODERATION_POLICY_VERSION,
};
const prev = this.entries.get(spaceId);
if (
prev &&
prev.lastModified === next.lastModified &&
prev.policyVersion === next.policyVersion &&
prev.decision === next.decision &&
prev.category === next.category
) {
return; // no material change - skip the dirty flag / commit
}
this.entries.set(spaceId, next);
this.dirty = true;
}
/**
* Persist the in-memory cache to the dataset (one commit, one
* file). No-op when nothing changed. Auto-creates the dataset on
* first write so a fresh `HF_MODERATION_DATASET` bootstraps cleanly.
*/
async flush() {
if (!this.dirty || this.flushing) return;
if (!process.env.HF_TOKEN) {
console.warn('[ModerationCache] HF_TOKEN missing; skipping flush.');
return;
}
this.flushing = true;
try {
const payload = this.serialize();
const blob = new Blob([JSON.stringify(payload, null, 2)], {
type: 'application/json',
});
const repo = { type: 'dataset', name: this.repoName };
const credentials = { accessToken: process.env.HF_TOKEN };
try {
await commit({
repo,
credentials,
title: `Update moderation (${this.entries.size} verdicts)`,
operations: [
{ operation: 'addOrUpdate', path: CACHE_FILE_PATH, content: blob },
],
});
} catch (err) {
const msg = err?.message || '';
const looksMissing =
msg.includes('404') ||
msg.toLowerCase().includes('not found') ||
msg.toLowerCase().includes('does not exist');
if (!looksMissing) throw err;
console.log(
`[ModerationCache] Dataset ${this.repoName} missing - creating it.`,
);
await createRepo({
repo,
credentials,
private: false,
files: [{ path: CACHE_FILE_PATH, content: await blob.arrayBuffer() }],
});
}
this.dirty = false;
console.log(
`[ModerationCache] Flushed ${this.entries.size} verdicts to ${this.repoName}`,
);
} catch (err) {
console.error(`[ModerationCache] Flush failed: ${err?.message || err}`);
} finally {
this.flushing = false;
}
}
serialize() {
const entries = {};
for (const [id, entry] of this.entries) entries[id] = entry;
return {
version: CACHE_FORMAT_VERSION,
policyVersion: MODERATION_POLICY_VERSION,
updatedAt: new Date().toISOString(),
entries,
};
}
/**
* Diagnostic snapshot for the `/api/js-apps` `moderation`
* sub-payload. Counts are over the verdict cache only.
*/
stats() {
let blocked = 0;
let review = 0;
for (const entry of this.entries.values()) {
if (entry.decision === 'block') blocked++;
else if (entry.decision === 'review') review++;
}
return {
total: this.entries.size,
blocked,
review,
dataset: this.repoName,
policyVersion: MODERATION_POLICY_VERSION,
};
}
}
// Singleton: one cache per server process.
export const moderationCache = new ModerationCache();
|