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extracted the reference to top level in order not

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to have to build it at every request
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Karma Riuk
2025-05-08 14:30:38 +02:00
parent faffbecfe9
commit dfb3cae44d
1 changed files with 9 additions and 9 deletions
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18
src/utils/process_data.js
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@ -2,32 +2,32 @@ import fs from "fs";
import { getProjectPath } from "../utils/paths.js";
import { bleu } from "bleu-score";
const DATASET_PATH = getProjectPath("data/dataset.json");
export const evaluate_comments = async (answers, percent_cb, finished_cb) => {
console.log(`Reading dataset...`);
const raw = fs.readFileSync(DATASET_PATH);
const dataset = JSON.parse(raw);
console.log(`Building reference map...`);
function buildReferenceMap(dataset_path) {
const referenceMap = {};
const dataset = JSON.parse(fs.readFileSync(dataset_path));
for (const entry of dataset.entries) {
const id = entry.metadata.id;
const comments = entry.comments;
referenceMap[id] = comments.map((c) => c.body);
}
return referenceMap;
}
const REFERENCE_MAP = buildReferenceMap(getProjectPath("data/dataset.json"));
export const evaluate_comments = async (answers, percent_cb, finished_cb) => {
const total = Object.keys(answers).length;
let i = 0;
const results = {};
for (const [id, generated_comment] of Object.entries(answers)) {
console.log(`Processing ${id}...`);
if (!(id in referenceMap)) {
if (!(id in REFERENCE_MAP)) {
// throw new Error(`id: "${id}" is not present in the dataset`);
console.error(`id: "${id}" is not present in the dataset`);
continue;
}
const paraphrases = referenceMap[id];
const paraphrases = REFERENCE_MAP[id];
let maxScore = 0;
const scores = []