import axios from 'axios'; import get from 'lodash/get'; import low from 'lowdb'; import FileAsync from 'lowdb/adapters/FileAsync'; const adapter = new FileAsync('db.json'); const xhr = axios.create({ headers: { Accept: 'application/json, text/plain, */*', Referer: 'https://www.leafly.com/explore', }, }); const getPage = async num => { const url = `https://www.leafly.com/explore/page-${num}`; const response = await xhr.get(url, { responseType: 'json', }); // transform strain data const strains = response.data.Model.Strains.filter(strain => strain.Name != null).map(strain => ({ id: parseInt(strain.Id, 10), name: strain.Name, symbol: strain.Symbol, category: get(strain, 'Category', 'unknown').toLowerCase(), profile: get(strain, 'CannabinoidProfile', 'none').toLowerCase(), rating: strain.Rating, rating_count: strain.RatingCount, effects: get(strain, 'Tags', []).map(tag => tag.DisplayLabel.toLowerCase()), negative_effects: get(strain, 'NegativeEffects', []).map(tag => tag.DisplayLabel.toLowerCase()), flavors: get(strain, 'Flavors', []).map(tag => tag.DisplayLabel.toLowerCase()), uses: get(strain, 'Symptoms', []).map(tag => tag.DisplayLabel.toLowerCase()), conditions: get(strain, 'Conditions', []).map(tag => tag.DisplayLabel.toLowerCase()), })); return { strains, page: response.data.Model.PagingContext, }; }; export default async function scrapeLeafly(startFrom = 1, endAt = Infinity) { let pageNum = startFrom; let finished = false; const db = await low(adapter); await db.defaults({ strains: [] }).write(); while (!finished) { console.log(`Fetching page ${pageNum}`); const data = await getPage(pageNum); data.strains.forEach(async strain => { // check for value const doc = db .get('strains') .filter({ id: strain.id }) .first() .value(); if (!doc) { console.log(`Adding ${strain.id}, ${strain.name}`); await db .get('strains') .push(strain) .write(); } }); if (pageNum >= endAt || !data.strains.length || data.page.isLastPage) finished = true; pageNum += 1; } }