Fix analytics date fallback and RFV scoring
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This commit is contained in:
@@ -1,5 +1,6 @@
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const { Pool } = require('pg');
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const { DATABASE_URL } = require('./config');
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const { ORDER_DATE_SQL } = require('./sql/orderDateSql');
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const pool = new Pool({
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connectionString: DATABASE_URL
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@@ -36,11 +37,7 @@ const initDB = async () => {
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await pool.query(`
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UPDATE orders
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SET data_pedido_date = CASE
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WHEN data_pedido ~ '^\\d{4}[-/]\\d{1,2}[-/]\\d{1,2}' THEN to_date(replace(left(data_pedido, 10), '/', '-'), 'YYYY-MM-DD')
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WHEN data_pedido ~ '^\\d{1,2}[-/]\\d{1,2}[-/]\\d{4}' THEN to_date(replace(left(data_pedido, 10), '/', '-'), 'DD-MM-YYYY')
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ELSE NULL
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END
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SET data_pedido_date = ${ORDER_DATE_SQL}
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WHERE data_pedido_date IS NULL
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AND data_pedido IS NOT NULL
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AND data_pedido != '';
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@@ -1,4 +1,5 @@
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const { pool } = require('../db');
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const { ORDER_DATE_SQL } = require('../sql/orderDateSql');
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const SIZE_SUFFIX_SQL_PATTERN = '\\s+-\\s+(?:(?:PP|P|M|G|GG|XG|XGG|EG|EGG|EXG|U|UNICO|ÚNICO|\\d{2})(?:/(?:PP|P|M|G|GG|XG|XGG|EG|EGG|EXG|U|UNICO|ÚNICO|\\d{2}))*)$';
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const PRODUCT_NAME_SQL = `
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@@ -34,18 +35,18 @@ const normalizeDateParam = (value) => {
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const buildDateFilter = ({ start, end } = {}) => {
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const params = [];
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const filters = ['data_pedido_date IS NOT NULL'];
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const filters = [`${ORDER_DATE_SQL} IS NOT NULL`];
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const normalizedStart = normalizeDateParam(start);
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const normalizedEnd = normalizeDateParam(end);
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if (normalizedStart) {
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params.push(normalizedStart);
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filters.push(`data_pedido_date >= $${params.length}::date`);
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filters.push(`${ORDER_DATE_SQL} >= $${params.length}::date`);
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}
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if (normalizedEnd) {
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params.push(normalizedEnd);
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filters.push(`data_pedido_date <= $${params.length}::date`);
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filters.push(`${ORDER_DATE_SQL} <= $${params.length}::date`);
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}
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return {
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@@ -212,8 +213,8 @@ const getProductAnalytics = async (range = {}) => {
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COALESCE(SUM(quantidade), 0) as quantity_sold,
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COALESCE(SUM(quantidade * valor_unitario), 0) as revenue,
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COUNT(*)::int as order_line_count,
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MIN(data_pedido_date) as first_sale_date,
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MAX(data_pedido_date) as last_sale_date
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MIN(${ORDER_DATE_SQL}) as first_sale_date,
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MAX(${ORDER_DATE_SQL}) as last_sale_date
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FROM orders
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${whereClause}
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GROUP BY name
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@@ -242,7 +243,7 @@ const getClientAnalytics = async (range = {}) => {
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COALESCE(SUM(quantidade), 0) as quantity_purchased,
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COALESCE(SUM(quantidade * valor_unitario), 0) as total_spent,
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COUNT(DISTINCT COALESCE(NULLIF(pedido_id, ''), data_pedido || '_' || valor_pedido::text))::int as order_count,
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MAX(data_pedido_date) as last_purchase_date
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MAX(${ORDER_DATE_SQL}) as last_purchase_date
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FROM orders
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${whereClause}
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GROUP BY customer_key
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@@ -277,8 +278,8 @@ const getRfmAnalytics = async (range = {}) => {
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COALESCE(SUM(quantidade * valor_unitario), 0) as monetary,
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COUNT(DISTINCT COALESCE(NULLIF(pedido_id, ''), data_pedido || '_' || valor_pedido::text))::int as frequency,
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COALESCE(SUM(quantidade), 0) as quantity_purchased,
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MAX(data_pedido_date) as last_purchase_date,
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GREATEST((${periodRecencyReferenceDate} - MAX(data_pedido_date))::int, 0) as recency_days
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MAX(${ORDER_DATE_SQL}) as last_purchase_date,
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GREATEST((${periodRecencyReferenceDate} - MAX(${ORDER_DATE_SQL}))::int, 0) as recency_days
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FROM orders
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${whereClause}
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GROUP BY customer_key
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@@ -293,11 +294,11 @@ const getRfmAnalytics = async (range = {}) => {
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COALESCE(SUM(quantidade * valor_unitario), 0) as monetary,
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COUNT(DISTINCT COALESCE(NULLIF(pedido_id, ''), data_pedido || '_' || valor_pedido::text))::int as frequency,
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COALESCE(SUM(quantidade), 0) as quantity_purchased,
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MAX(data_pedido_date) as last_purchase_date,
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GREATEST((${recencyReferenceDate} - MAX(data_pedido_date))::int, 0) as recency_days
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MAX(${ORDER_DATE_SQL}) as last_purchase_date,
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GREATEST((${recencyReferenceDate} - MAX(${ORDER_DATE_SQL}))::int, 0) as recency_days
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FROM orders
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WHERE data_pedido_date IS NOT NULL
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AND data_pedido_date <= ${recencyReferenceDate}
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WHERE ${ORDER_DATE_SQL} IS NOT NULL
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AND ${ORDER_DATE_SQL} <= ${recencyReferenceDate}
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GROUP BY customer_key;
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`, historyParams);
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@@ -383,5 +384,6 @@ module.exports = {
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getDashboardAnalytics,
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getProductAnalytics,
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normalizeDateParam,
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ORDER_DATE_SQL,
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scoreTertile
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};
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44
backend/sql/orderDateSql.js
Normal file
44
backend/sql/orderDateSql.js
Normal file
@@ -0,0 +1,44 @@
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const ISO_ORDER_YEAR_SQL = "substring(data_pedido from '^(\\d{4})[-/]')::int";
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const ISO_ORDER_MONTH_SQL = "substring(data_pedido from '^\\d{4}[-/](\\d{1,2})[-/]')::int";
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const ISO_ORDER_DAY_SQL = "substring(data_pedido from '^\\d{4}[-/]\\d{1,2}[-/](\\d{1,2})')::int";
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const BR_ORDER_DAY_SQL = "substring(data_pedido from '^(\\d{1,2})[-/]')::int";
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const BR_ORDER_MONTH_SQL = "substring(data_pedido from '^\\d{1,2}[-/](\\d{1,2})[-/]')::int";
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const BR_ORDER_YEAR_SQL = "substring(data_pedido from '^\\d{1,2}[-/]\\d{1,2}[-/](\\d{4})')::int";
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const buildSafeDateSql = ({ yearSql, monthSql, daySql }) => {
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const candidateDateSql = `(make_date(${yearSql}, ${monthSql}, 1) + ((${daySql} - 1) * INTERVAL '1 day'))::date`;
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return `
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CASE
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WHEN ${yearSql} BETWEEN 1 AND 9999
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AND ${monthSql} BETWEEN 1 AND 12
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AND ${daySql} BETWEEN 1 AND 31
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AND EXTRACT(MONTH FROM ${candidateDateSql})::int = ${monthSql}
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THEN ${candidateDateSql}
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ELSE NULL
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END
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`;
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};
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const ORDER_DATE_SQL = `
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COALESCE(
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data_pedido_date,
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CASE
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WHEN data_pedido ~ '^\\d{4}[-/]\\d{1,2}[-/]\\d{1,2}' THEN ${buildSafeDateSql({
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yearSql: ISO_ORDER_YEAR_SQL,
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monthSql: ISO_ORDER_MONTH_SQL,
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daySql: ISO_ORDER_DAY_SQL
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})}
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WHEN data_pedido ~ '^\\d{1,2}[-/]\\d{1,2}[-/]\\d{4}' THEN ${buildSafeDateSql({
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yearSql: BR_ORDER_YEAR_SQL,
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monthSql: BR_ORDER_MONTH_SQL,
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daySql: BR_ORDER_DAY_SQL
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})}
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ELSE NULL
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END
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)
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`;
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module.exports = {
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ORDER_DATE_SQL
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};
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@@ -9,10 +9,26 @@ const {
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getRfmAnalytics,
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getRfmSegment,
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normalizeDateParam,
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ORDER_DATE_SQL,
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scoreTertile
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} = require('../services/analyticsService');
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const { pool } = require('../db');
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const compactSql = (sql) => sql.replace(/\s+/g, ' ').trim();
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const expectedDateFilter = ({ startPlaceholder, endPlaceholder } = {}) => {
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const filters = [`${ORDER_DATE_SQL} IS NOT NULL`];
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if (startPlaceholder) {
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filters.push(`${ORDER_DATE_SQL} >= ${startPlaceholder}::date`);
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}
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if (endPlaceholder) {
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filters.push(`${ORDER_DATE_SQL} <= ${endPlaceholder}::date`);
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}
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return `WHERE ${filters.join(' AND ')}`;
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};
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test('normalizeDateParam accepts strict ISO dates', () => {
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assert.equal(normalizeDateParam('2026-05-28'), '2026-05-28');
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});
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@@ -28,8 +44,8 @@ test('buildDateFilter builds bounded date predicates', () => {
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assert.deepEqual(filter.params, ['2026-05-01', '2026-05-28']);
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assert.equal(
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filter.whereClause,
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'WHERE data_pedido_date IS NOT NULL AND data_pedido_date >= $1::date AND data_pedido_date <= $2::date'
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compactSql(filter.whereClause),
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compactSql(expectedDateFilter({ startPlaceholder: '$1', endPlaceholder: '$2' }))
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);
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});
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@@ -38,8 +54,8 @@ test('buildDateFilter builds Hoje as an inclusive single-day date predicate', ()
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assert.deepEqual(filter.params, ['2026-06-15', '2026-06-15']);
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assert.equal(
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filter.whereClause,
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'WHERE data_pedido_date IS NOT NULL AND data_pedido_date >= $1::date AND data_pedido_date <= $2::date'
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compactSql(filter.whereClause),
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compactSql(expectedDateFilter({ startPlaceholder: '$1', endPlaceholder: '$2' }))
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);
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});
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@@ -48,8 +64,8 @@ test('buildDateFilter builds Ontem as an inclusive single-day date predicate', (
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assert.deepEqual(filter.params, ['2026-06-14', '2026-06-14']);
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assert.equal(
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filter.whereClause,
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'WHERE data_pedido_date IS NOT NULL AND data_pedido_date >= $1::date AND data_pedido_date <= $2::date'
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compactSql(filter.whereClause),
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compactSql(expectedDateFilter({ startPlaceholder: '$1', endPlaceholder: '$2' }))
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);
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});
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@@ -58,8 +74,8 @@ test('buildDateFilter builds Ultimos 7 dias as an inclusive calendar range', ()
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assert.deepEqual(filter.params, ['2026-06-09', '2026-06-15']);
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assert.equal(
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filter.whereClause,
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'WHERE data_pedido_date IS NOT NULL AND data_pedido_date >= $1::date AND data_pedido_date <= $2::date'
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compactSql(filter.whereClause),
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compactSql(expectedDateFilter({ startPlaceholder: '$1', endPlaceholder: '$2' }))
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);
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});
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@@ -68,8 +84,8 @@ test('buildDateFilter builds custom single-day ranges inclusively', () => {
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assert.deepEqual(filter.params, ['2026-06-10', '2026-06-10']);
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assert.equal(
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filter.whereClause,
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'WHERE data_pedido_date IS NOT NULL AND data_pedido_date >= $1::date AND data_pedido_date <= $2::date'
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compactSql(filter.whereClause),
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compactSql(expectedDateFilter({ startPlaceholder: '$1', endPlaceholder: '$2' }))
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);
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});
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@@ -78,11 +94,20 @@ test('buildDateFilter ignores invalid bounds', () => {
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assert.deepEqual(filter.params, ['2026-05-28']);
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assert.equal(
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filter.whereClause,
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'WHERE data_pedido_date IS NOT NULL AND data_pedido_date <= $1::date'
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compactSql(filter.whereClause),
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compactSql(expectedDateFilter({ endPlaceholder: '$1' }))
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);
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});
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test('buildDateFilter falls back to parsing the stored display date when normalized dates are missing', () => {
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const filter = buildDateFilter({ start: '2026-05-01', end: '2026-05-28' });
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const whereClause = compactSql(filter.whereClause);
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assert.match(whereClause, /COALESCE\( data_pedido_date,/);
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assert.match(whereClause, /data_pedido ~ '\^\\d\{4\}/);
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assert.match(whereClause, /data_pedido ~ '\^\\d\{1,2\}/);
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});
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test('getPreviousDate returns the calendar day before an ISO date', () => {
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assert.equal(getPreviousDate('2026-06-15'), '2026-06-14');
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assert.equal(getPreviousDate('2026-03-01'), '2026-02-28');
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@@ -197,7 +222,7 @@ test('getRfmAnalytics classifies period buyers by history through the selected r
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pool.query = async (sql, params) => {
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calls.push({ sql, params });
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const isHistoryQuery = sql.includes('AND data_pedido_date <= $1::date');
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const isHistoryQuery = params.length === 1;
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const referenceDate = params[0];
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if (isHistoryQuery) {
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@@ -232,6 +257,16 @@ test('getRfmAnalytics classifies period buyers by history through the selected r
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quantity_purchased: 2,
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last_purchase_date: '2026-03-01',
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recency_days: 105
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},
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{
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customer_key: 'name:Cliente Sem Fone',
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name: 'Cliente Sem Fone',
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phone: null,
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monetary: 1000,
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frequency: 10,
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quantity_purchased: 10,
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last_purchase_date: '2026-06-14',
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recency_days: 1
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}
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]
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};
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@@ -256,6 +291,15 @@ test('getRfmAnalytics classifies period buyers by history through the selected r
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frequency: 1,
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quantity_purchased: 1,
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last_purchase_date: '2026-06-14'
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},
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{
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customer_key: 'name:Cliente Sem Fone',
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name: 'Cliente Sem Fone',
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phone: null,
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monetary: 30,
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frequency: 1,
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quantity_purchased: 1,
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last_purchase_date: '2026-06-14'
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}
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]
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};
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@@ -266,8 +310,8 @@ test('getRfmAnalytics classifies period buyers by history through the selected r
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const yesterday = await getRfmAnalytics({ start: '2026-06-14', end: '2026-06-14' });
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assert.deepEqual(calls[0].params, ['2026-06-09', '2026-06-15']);
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assert.match(calls[1].sql, /\(\$1::date - MAX\(data_pedido_date\)\)::int/);
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assert.match(calls[1].sql, /data_pedido_date <= \$1::date/);
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assert.match(compactSql(calls[1].sql), /\(\$1::date - MAX\( COALESCE\( data_pedido_date,/);
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assert.match(compactSql(calls[1].sql), /COALESCE\( data_pedido_date,.* <= \$1::date/);
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assert.deepEqual(calls[1].params, ['2026-06-15']);
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assert.deepEqual(calls[2].params, ['2026-06-14', '2026-06-14']);
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assert.deepEqual(calls[3].params, ['2026-06-14']);
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@@ -275,9 +319,15 @@ test('getRfmAnalytics classifies period buyers by history through the selected r
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assert.equal(yesterday.clients[0].segmentKey, 'champions');
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assert.equal(yesterday.clients[0].frequency, 1);
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assert.equal(yesterday.clients[0].monetary, 100);
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assert.equal(yesterday.clients.length, 2);
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assert.equal(yesterday.clients.length, 3);
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assert.ok(!yesterday.clients.some(client => client.phone === '2'));
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assert.ok(yesterday.clients.some(client => client.phone === '4' && client.segmentKey === 'new_customers'));
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assert.ok(yesterday.clients.some(client => (
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client.customerKey === 'name:Cliente Sem Fone' &&
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client.phone === '' &&
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client.segmentKey === 'champions' &&
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client.monetary === 30
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)));
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} finally {
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pool.query = originalQuery;
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}
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@@ -319,7 +369,7 @@ test('getRfmAnalytics reuses period rows as RFV history for all-period ranges',
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const result = await getRfmAnalytics({ start: '2000-01-01', end: '2026-06-15' });
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assert.equal(calls.length, 1);
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assert.match(calls[0].sql, /\(\$2::date - MAX\(data_pedido_date\)\)::int/);
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assert.match(compactSql(calls[0].sql), /\(\$2::date - MAX\( COALESCE\( data_pedido_date,/);
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assert.deepEqual(calls[0].params, ['2000-01-01', '2026-06-15']);
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assert.equal(result.clients.length, 2);
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assert.equal(result.segments.reduce((total, segment) => total + segment.count, 0), 2);
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