@gouvfr-anct/mednum/dist/dedupliquer/cli/action/dedupliquer.action.js

✨ Permet de transformer une source de données vers le schéma des lieux de mediation numerique

"use strict";
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}) : (function(o, m, k, k2) {
    if (k2 === undefined) k2 = k;
    o[k2] = m[k];
}));
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    Object.defineProperty(o, "default", { enumerable: true, value: v });
}) : function(o, v) {
    o["default"] = v;
});
var __importStar = (this && this.__importStar) || (function () {
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        __setModuleDefault(result, mod);
        return result;
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})();
Object.defineProperty(exports, "__esModule", { value: true });
exports.dedupliquerAction = void 0;
const fs = __importStar(require("node:fs"));
const sync_1 = require("csv-parse/sync");
const glob_1 = require("glob");
const common_1 = require("../../../common");
const steps_1 = require("../../steps");
const deduplication_repository_1 = require("./deduplication.repository");
const INTERNAL_DUPLICATION_SCORE_THRESHOLD = 90;
const DUPLICATION_SCORE_THRESHOLD = 60;
const onlyMoreThanDuplicationScoreThreshold = (allowInternalMerge) => (duplicationComparison) => duplicationComparison.score > (allowInternalMerge ? INTERNAL_DUPLICATION_SCORE_THRESHOLD : DUPLICATION_SCORE_THRESHOLD);
const readJsonFile = (filePath) => JSON.parse(fs.readFileSync(filePath, 'utf-8'));
const removeEmptyValue = (record) => Object.fromEntries(Object.entries(record).filter(([, field]) => field !== '' && field != null));
const readCsvFile = (filePath) => (0, sync_1.parse)(fs.readFileSync(filePath, 'utf-8'), { columns: true }).map(removeEmptyValue);
const DATA_TYPES = [
    {
        selector: (source) => source.startsWith('http'),
        loader: async (source) => (0, common_1.paginate)(`${source.split('?')[0]}?page[number]=0&page[size]=10000`, source.split('?')[1])
    },
    {
        selector: (source) => source.endsWith('.json'),
        loader: (source) => readJsonFile(glob_1.glob.sync(source).at(0) ?? source)
    },
    {
        selector: (source) => source.endsWith('.csv'),
        loader: (source) => readCsvFile(glob_1.glob.sync(source).at(0) ?? source)
    }
];
const loadData = async (source) => {
    const loaderConfig = DATA_TYPES.find(({ selector }) => selector(source));
    if (loaderConfig == null) {
        throw new Error(`Format de source non pris en charge : ${source}`);
    }
    return loaderConfig.loader(source);
};
const dedupliquerAction = async (dedupliquerOptions) => {
    try {
        const repository = (0, deduplication_repository_1.deduplicationRepository)(dedupliquerOptions);
        console.log('1. chargement des données');
        const allLieuxWithDuplicates = await loadData(dedupliquerOptions.baseSource);
        const lieuxToDeduplicate = await loadData(dedupliquerOptions.source);
        console.log(`2. recherche des doublons parmi les ${allLieuxWithDuplicates.length} lieux`);
        const duplications = (0, steps_1.duplicationComparisons)(allLieuxWithDuplicates, dedupliquerOptions.allowInternal, lieuxToDeduplicate);
        const filteredDuplications = duplications.filter(onlyMoreThanDuplicationScoreThreshold(dedupliquerOptions.allowInternal));
        console.log(`3. groupement des doublons selon les ${filteredDuplications.length} groupes identifiés`);
        const groups = (0, steps_1.groupDuplicates)(filteredDuplications);
        console.log('4. fusion des doublons');
        const merged = (0, steps_1.mergeDuplicates)(new Date())(allLieuxWithDuplicates, groups);
        console.log('- lieux concernés par une fusion :', groups.itemGroupMap.size);
        console.log('- lieux fusionnés à enregistrer :', merged.size);
        console.log('5. sauvegarde des données dédupliquées');
        await repository.save(groups, merged, allLieuxWithDuplicates, duplications);
    }
    catch (error) {
        console.log(error);
    }
};
exports.dedupliquerAction = dedupliquerAction;