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https://github.com/lynchmarkHQ/lynchmark.com.git
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42 lines
886 B
JavaScript
42 lines
886 B
JavaScript
const processCSV = async (
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csvString, {
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filterColumn,
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filterValue,
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groupBy,
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aggregateColumn,
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operation
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}
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) => {
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const [Papa, {
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default: _
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}] = await Promise.all([
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import('https://cdn.jsdelivr.net/npm/papaparse@5.4.1/papaparse.min.js'),
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import('https://cdn.jsdelivr.net/npm/lodash-es@4.17.21/+esm'),
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]);
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const {
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data
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} = Papa.parse(csvString, {
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header: true,
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dynamicTyping: true,
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skipEmptyLines: true,
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});
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const aggregators = {
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sum: g => _.sumBy(g, aggregateColumn),
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avg: g => _.meanBy(g, aggregateColumn),
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count: g => g.length,
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};
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return _.chain(data)
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.filter({
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[filterColumn]: filterValue
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})
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.groupBy(groupBy)
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.map((rows, key) => ({
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[groupBy]: Number.isNaN(+key) ? key : +key,
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result: aggregators[operation](rows),
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}))
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.value();
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};
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export default processCSV; |