CrazeAnalytix/test-calc-2.js

// Script to deeply test the calculation logic
import fs from 'fs';

const mockExperiment = {
    id: 'test-1',
    name: 'Test Exp',
    type: 'advertising',
    status: 'active',
    start_date: '2026-01-01',
    end_date: '2026-01-14',
    asins: ['LINE:HAIRCARE'],
    primary_metric: 'revenue'
};

const mockSalesData = [
    // Before experiment (Baseline)
    { year: 2025, week: 52, asin: 'ASIN1', line: 'HAIRCARE', salesTotal: 500, unitsTotal: 50, cost: 50, glanceViews: 100 },
    { year: 2025, week: 52, asin: 'ASIN2', line: 'HAIRCARE', salesTotal: 200, unitsTotal: 20, cost: 20, glanceViews: 50 },

    // During experiment 
    { year: 2026, week: 1, asin: 'ASIN1', line: 'HAIRCARE', salesTotal: 1000, unitsTotal: 100, cost: 100, glanceViews: 200 },
    { year: 2026, week: 2, asin: 'ASIN2', line: 'HAIRCARE', salesTotal: 400, unitsTotal: 40, cost: 40, glanceViews: 100 },

    // Outside date range
    { year: 2026, week: 3, asin: 'ASIN1', line: 'HAIRCARE', salesTotal: 100, unitsTotal: 10, cost: 10, glanceViews: 20 },

    // Different product line
    { year: 2026, week: 1, asin: 'ASIN3', line: 'SKINCARE', salesTotal: 1000, unitsTotal: 100, cost: 100, glanceViews: 200 }
];

const getExperimentAsins = (experimentAsins, salesData) => {
    const explicitAsins = new Set();
    const lines = new Set();

    (experimentAsins || []).forEach(a => {
        const val = (a || '').trim().toUpperCase();
        if (val.startsWith('LINE:')) {
            lines.add(val.substring(5).trim());
        } else if (val) {
            explicitAsins.add(val);
        }
    });

    const asinSet = new Set(explicitAsins);
    if (lines.size > 0 && salesData) {
        salesData.forEach(r => {
            const line = (r.line || '').trim().toUpperCase();
            if (line && lines.has(line)) {
                if (r.asin) asinSet.add(r.asin.toUpperCase());
            }
        });
    }

    return asinSet;
};

const parseLocalDate = (dateStr) => {
    if (!dateStr) return new Date();
    const [y, m, d] = dateStr.split('T')[0].split('-');
    return new Date(Number(y), Number(m) - 1, Number(d));
};


const calculate = (experiment, salesData) => {
    const startDate = parseLocalDate(experiment.start_date);
    const endDate = experiment.end_date ? parseLocalDate(experiment.end_date) : new Date();

    console.log('Parsed start date:', startDate);
    console.log('Parsed end date:', endDate);

    const durationMs = endDate.getTime() - startDate.getTime();
    const baselineStart = new Date(startDate.getTime() - durationMs);
    const baselineEnd = startDate;

    console.log('Parsed baseline start:', baselineStart);
    console.log('Parsed baseline end:', baselineEnd);

    const asinSet = getExperimentAsins(experiment.asins, salesData);
    console.log('Resolved ASINs:', Array.from(asinSet));

    const baselineData = salesData.filter(r => {
        const recordDate = new Date(r.year, 0, 1 + (r.week - 1) * 7);
        const inRange = recordDate >= baselineStart && recordDate < baselineEnd;
        const isAsin = asinSet.has(r.asin.toUpperCase());
        if (isAsin) console.log(`[Baseline] Week ${r.year}-${r.week} date: ${recordDate} (inRange: ${inRange})`);
        return isAsin && inRange;
    });

    const experimentData = salesData.filter(r => {
        const recordDate = new Date(r.year, 0, 1 + (r.week - 1) * 7);
        const inRange = recordDate >= startDate && recordDate <= endDate;
        const isAsin = asinSet.has(r.asin.toUpperCase());
        if (isAsin) console.log(`[Experiment] Week ${r.year}-${r.week} date: ${recordDate} (inRange: ${inRange})`);
        return isAsin && inRange;
    });

    console.log('Baseline records matched:', baselineData.length);
    console.log('Experiment records matched:', experimentData.length);

    const baseline_units = baselineData.reduce((sum, r) => sum + r.unitsTotal, 0);
    const experiment_units = experimentData.reduce((sum, r) => sum + r.unitsTotal, 0);

    console.log('Units baseline:', baseline_units, 'Units experiment:', experiment_units);
};

calculate(mockExperiment, mockSalesData);