| 47 | } |
| 48 | |
| 49 | export async function parseCSV(file) { |
| 50 | return new Promise((resolve, reject) => { |
| 51 | Papa.parse(file, { |
| 52 | header: true, |
| 53 | skipEmptyLines: true, |
| 54 | dynamicTyping: false, |
| 55 | complete(results) { |
| 56 | const headers = (results.meta.fields || []).map(sanitizeHeader).filter(Boolean); |
| 57 | const rows = results.data |
| 58 | .map((entry) => { |
| 59 | const row = {}; |
| 60 | headers.forEach((header) => { |
| 61 | row[header] = entry[header]; |
| 62 | }); |
| 63 | return row; |
| 64 | }) |
| 65 | .filter((row) => Object.values(row).some((value) => value !== null && value !== "")); |
| 66 | |
| 67 | resolve({ |
| 68 | headers, |
| 69 | rows, |
| 70 | columnStats: analyzeColumns(rows, headers) |
| 71 | }); |
| 72 | }, |
| 73 | error(error) { |
| 74 | reject(error); |
| 75 | } |
| 76 | }); |
| 77 | }); |
| 78 | } |
| 79 | |
| 80 | export function buildNumericColumnList(columnStats) { |
| 81 | return columnStats.filter((column) => column.isNumeric).map((column) => column.name); |