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879c715 | 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 | import { createHash } from "node:crypto";
/**
* Semantic hashes that decide whether a stored enrichment result is current.
*
* `input_hash` covers the ordered semantic input we feed the model. Metrics
* (captured_at, like counts, contributor stamp) do not participate.
*
* `contract_hash` covers the classifier's behavior: taxonomy, prompt template,
* output schema, normalization rules, model and processor version. Any change
* to any of these must alter the hash so existing results stop counting as
* current until they are re-inferred.
*/
import type { PooledTweet } from "./tweet.js";
import type { LabelConfig } from "./enrichment.js";
/**
* Bump when prompt/schema/normalization change in a way that requires
* re-inference of previously classified units.
*/
export const PROCESSOR_VERSION = 1;
/**
* Freezes the fields of a tweet that affect classification. Metrics or
* per-capture attribution are excluded so a re-capture with the same text
* does not invalidate the current result.
*/
export type SemanticTweetFields = {
id: string;
text: string;
conversation_id: string | undefined;
author_id: string | undefined;
author_username: string;
reply_to: string | undefined;
quoted_status_id: string | undefined;
expanded_urls: readonly string[];
is_subscriber_only: boolean;
is_retweet: boolean;
};
function firstStringField(tweet: PooledTweet, keys: readonly string[]): string | undefined {
for (const key of keys) {
const value = tweet[key];
if (typeof value === "string" && value.length > 0) return value;
if (typeof value === "number") return String(value);
}
return undefined;
}
function firstBooleanField(tweet: PooledTweet, keys: readonly string[]): boolean {
for (const key of keys) {
const value = tweet[key];
if (value === true) return true;
}
return false;
}
function collectStringArray(value: unknown, into: Set<string>): void {
if (!Array.isArray(value)) return;
for (const entry of value) {
if (typeof entry === "string" && entry.length > 0) into.add(entry);
}
}
function collectEntityUrls(entities: unknown, into: Set<string>): void {
if (typeof entities !== "object" || entities === null) return;
const urls = (entities as Record<string, unknown>)["urls"];
if (!Array.isArray(urls)) return;
for (const entry of urls) addEntityUrl(entry, into);
}
function addEntityUrl(entry: unknown, into: Set<string>): void {
if (typeof entry !== "object" || entry === null) return;
const value = (entry as Record<string, unknown>)["expanded_url"];
if (typeof value === "string" && value.length > 0) into.add(value);
}
function expandedUrls(tweet: PooledTweet): string[] {
const collected = new Set<string>();
collectStringArray(tweet["expanded_urls"], collected);
collectEntityUrls(tweet["entities"], collected);
return [...collected].sort();
}
/** Extract the classification-relevant fields of one tweet. */
export function semanticTweetFields(tweet: PooledTweet): SemanticTweetFields {
return {
id: tweet.id,
text: tweet.text,
conversation_id: firstStringField(tweet, ["conversation_id"]),
author_id: typeof tweet.author.id === "string" ? tweet.author.id : undefined,
author_username: tweet.author.username.toLowerCase(),
reply_to: firstStringField(tweet, [
"in_reply_to_status_id",
"in_reply_to_tweet_id",
"reply_to_status_id",
]),
quoted_status_id: firstStringField(tweet, [
"quoted_status_id",
"quoted_tweet_id",
"quote_status_id",
]),
expanded_urls: expandedUrls(tweet),
is_subscriber_only: firstBooleanField(tweet, ["is_subscriber_only"]),
is_retweet: firstBooleanField(tweet, ["is_retweet"]),
};
}
/**
* Deterministic canonical JSON: object keys are sorted, arrays retain order.
* `undefined` values are dropped so the presence of an optional field does
* not depend on whether the caller passed the key.
*/
export function canonicalJson(value: unknown): string {
if (value === null || typeof value !== "object") return JSON.stringify(value);
if (Array.isArray(value)) return `[${value.map((entry) => canonicalJson(entry)).join(",")}]`;
const entries = Object.entries(value as Record<string, unknown>)
.filter(([, entry]) => entry !== undefined)
.sort(([a], [b]) => (a < b ? -1 : a > b ? 1 : 0));
return `{${entries
.map(([key, entry]) => `${JSON.stringify(key)}:${canonicalJson(entry)}`)
.join(",")}}`;
}
function sha256Hex(value: string): string {
return createHash("sha256").update(value).digest("hex");
}
/**
* Semantic hash of a unit's classification input. Members are sorted by
* tweet id so shard replay order cannot change the hash.
*/
export function computeInputHash(unitId: string, members: readonly SemanticTweetFields[]): string {
const sorted = [...members].sort((left, right) =>
left.id < right.id ? -1 : left.id > right.id ? 1 : 0,
);
return sha256Hex(canonicalJson({ unit_id: unitId, members: sorted }));
}
/** Same, but built from raw tweets — a convenience for the hot path. */
export function computeInputHashFromTweets(unitId: string, tweets: readonly PooledTweet[]): string {
return computeInputHash(
unitId,
tweets.map((tweet) => semanticTweetFields(tweet)),
);
}
/** Fields that together identify the classifier contract. */
export type ContractInput = {
taxonomy_version: number;
labels: readonly LabelConfig[];
model: string;
processor_version: number;
prompt_template_id: string;
output_schema_id: string;
normalization_id: string;
};
/**
* Deterministic hash of the classifier contract. Labels are sorted by name so
* cosmetic reordering does not invalidate the whole backlog.
*/
export function computeContractHash(contract: ContractInput): string {
const canonical = {
taxonomy_version: contract.taxonomy_version,
model: contract.model,
processor_version: contract.processor_version,
prompt_template_id: contract.prompt_template_id,
output_schema_id: contract.output_schema_id,
normalization_id: contract.normalization_id,
labels: [...contract.labels]
.map((label) => ({ name: label.name, description: label.description }))
.sort((left, right) => (left.name < right.name ? -1 : left.name > right.name ? 1 : 0)),
};
return sha256Hex(canonicalJson(canonical));
}
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