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cannaiq/backend/src/services/analytics/SalesAnalyticsService.ts
Kelly 38e7980cf4
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fix: Add missing imports and type annotations
- Add authMiddleware import to tasks.ts
- Fix pool import in SalesAnalyticsService.ts
- Add type annotations to map callbacks

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-17 00:03:52 -07:00

590 lines
17 KiB
TypeScript

/**
* SalesAnalyticsService
*
* Market intelligence and sales velocity analytics using materialized views.
* Provides fast queries for dashboards with pre-computed metrics.
*
* Data Sources:
* - mv_daily_sales_estimates: Daily sales from inventory deltas
* - mv_brand_market_share: Brand penetration by state
* - mv_sku_velocity: SKU velocity rankings
* - mv_store_performance: Dispensary performance rankings
* - mv_category_weekly_trends: Weekly category trends
* - mv_product_intelligence: Per-product Hoodie-style metrics
*/
import { pool } from '../../db/pool';
import { TimeWindow, DateRange, getDateRangeFromWindow } from './types';
// ============================================================
// TYPES
// ============================================================
export interface DailySalesEstimate {
dispensary_id: number;
product_id: string;
brand_name: string | null;
category: string | null;
sale_date: string;
avg_price: number | null;
units_sold: number;
units_restocked: number;
revenue_estimate: number;
snapshot_count: number;
}
export interface BrandMarketShare {
brand_name: string;
state_code: string;
stores_carrying: number;
total_stores: number;
penetration_pct: number;
sku_count: number;
in_stock_skus: number;
avg_price: number | null;
}
export interface SkuVelocity {
product_id: string;
brand_name: string | null;
category: string | null;
dispensary_id: number;
dispensary_name: string;
state_code: string;
total_units_30d: number;
total_revenue_30d: number;
days_with_sales: number;
avg_daily_units: number;
avg_price: number | null;
velocity_tier: 'hot' | 'steady' | 'slow' | 'stale';
}
export interface StorePerformance {
dispensary_id: number;
dispensary_name: string;
city: string | null;
state_code: string;
total_revenue_30d: number;
total_units_30d: number;
total_skus: number;
in_stock_skus: number;
unique_brands: number;
unique_categories: number;
avg_price: number | null;
last_updated: string | null;
}
export interface CategoryWeeklyTrend {
category: string;
state_code: string;
week_start: string;
sku_count: number;
store_count: number;
total_units: number;
total_revenue: number;
avg_price: number | null;
}
export interface ProductIntelligence {
dispensary_id: number;
dispensary_name: string;
state_code: string;
city: string | null;
sku: string;
product_name: string | null;
brand: string | null;
category: string | null;
is_in_stock: boolean;
stock_status: string | null;
stock_quantity: number | null;
price: number | null;
first_seen: string | null;
last_seen: string | null;
stock_diff_120: number;
days_since_oos: number | null;
days_until_stock_out: number | null;
avg_daily_units: number | null;
}
export interface ViewRefreshResult {
view_name: string;
rows_affected: number;
}
// ============================================================
// SERVICE CLASS
// ============================================================
export class SalesAnalyticsService {
/**
* Get daily sales estimates with filters
*/
async getDailySalesEstimates(options: {
stateCode?: string;
brandName?: string;
category?: string;
dispensaryId?: number;
dateRange?: DateRange;
limit?: number;
} = {}): Promise<DailySalesEstimate[]> {
const { stateCode, brandName, category, dispensaryId, dateRange, limit = 100 } = options;
const params: (string | number | Date)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
if (stateCode) {
conditions.push(`d.state = $${paramIdx++}`);
params.push(stateCode);
}
if (brandName) {
conditions.push(`dse.brand_name ILIKE $${paramIdx++}`);
params.push(`%${brandName}%`);
}
if (category) {
conditions.push(`dse.category = $${paramIdx++}`);
params.push(category);
}
if (dispensaryId) {
conditions.push(`dse.dispensary_id = $${paramIdx++}`);
params.push(dispensaryId);
}
if (dateRange) {
conditions.push(`dse.sale_date >= $${paramIdx++}`);
params.push(dateRange.start);
conditions.push(`dse.sale_date <= $${paramIdx++}`);
params.push(dateRange.end);
}
params.push(limit);
const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';
const result = await pool.query(`
SELECT dse.*
FROM mv_daily_sales_estimates dse
JOIN dispensaries d ON d.id = dse.dispensary_id
${whereClause}
ORDER BY dse.sale_date DESC, dse.revenue_estimate DESC
LIMIT $${paramIdx}
`, params);
return result.rows.map((row: any) => ({
dispensary_id: row.dispensary_id,
product_id: row.product_id,
brand_name: row.brand_name,
category: row.category,
sale_date: row.sale_date?.toISOString().split('T')[0] || '',
avg_price: row.avg_price ? parseFloat(row.avg_price) : null,
units_sold: parseInt(row.units_sold) || 0,
units_restocked: parseInt(row.units_restocked) || 0,
revenue_estimate: parseFloat(row.revenue_estimate) || 0,
snapshot_count: parseInt(row.snapshot_count) || 0,
}));
}
/**
* Get brand market share by state
*/
async getBrandMarketShare(options: {
stateCode?: string;
brandName?: string;
minPenetration?: number;
limit?: number;
} = {}): Promise<BrandMarketShare[]> {
const { stateCode, brandName, minPenetration = 0, limit = 100 } = options;
const params: (string | number)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
if (stateCode) {
conditions.push(`state_code = $${paramIdx++}`);
params.push(stateCode);
}
if (brandName) {
conditions.push(`brand_name ILIKE $${paramIdx++}`);
params.push(`%${brandName}%`);
}
if (minPenetration > 0) {
conditions.push(`penetration_pct >= $${paramIdx++}`);
params.push(minPenetration);
}
params.push(limit);
const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';
const result = await pool.query(`
SELECT *
FROM mv_brand_market_share
${whereClause}
ORDER BY penetration_pct DESC, stores_carrying DESC
LIMIT $${paramIdx}
`, params);
return result.rows.map((row: any) => ({
brand_name: row.brand_name,
state_code: row.state_code,
stores_carrying: parseInt(row.stores_carrying) || 0,
total_stores: parseInt(row.total_stores) || 0,
penetration_pct: parseFloat(row.penetration_pct) || 0,
sku_count: parseInt(row.sku_count) || 0,
in_stock_skus: parseInt(row.in_stock_skus) || 0,
avg_price: row.avg_price ? parseFloat(row.avg_price) : null,
}));
}
/**
* Get SKU velocity rankings
*/
async getSkuVelocity(options: {
stateCode?: string;
brandName?: string;
category?: string;
dispensaryId?: number;
velocityTier?: 'hot' | 'steady' | 'slow' | 'stale';
limit?: number;
} = {}): Promise<SkuVelocity[]> {
const { stateCode, brandName, category, dispensaryId, velocityTier, limit = 100 } = options;
const params: (string | number)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
if (stateCode) {
conditions.push(`state_code = $${paramIdx++}`);
params.push(stateCode);
}
if (brandName) {
conditions.push(`brand_name ILIKE $${paramIdx++}`);
params.push(`%${brandName}%`);
}
if (category) {
conditions.push(`category = $${paramIdx++}`);
params.push(category);
}
if (dispensaryId) {
conditions.push(`dispensary_id = $${paramIdx++}`);
params.push(dispensaryId);
}
if (velocityTier) {
conditions.push(`velocity_tier = $${paramIdx++}`);
params.push(velocityTier);
}
params.push(limit);
const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';
const result = await pool.query(`
SELECT *
FROM mv_sku_velocity
${whereClause}
ORDER BY total_units_30d DESC
LIMIT $${paramIdx}
`, params);
return result.rows.map((row: any) => ({
product_id: row.product_id,
brand_name: row.brand_name,
category: row.category,
dispensary_id: row.dispensary_id,
dispensary_name: row.dispensary_name,
state_code: row.state_code,
total_units_30d: parseInt(row.total_units_30d) || 0,
total_revenue_30d: parseFloat(row.total_revenue_30d) || 0,
days_with_sales: parseInt(row.days_with_sales) || 0,
avg_daily_units: parseFloat(row.avg_daily_units) || 0,
avg_price: row.avg_price ? parseFloat(row.avg_price) : null,
velocity_tier: row.velocity_tier,
}));
}
/**
* Get dispensary performance rankings
*/
async getStorePerformance(options: {
stateCode?: string;
sortBy?: 'revenue' | 'units' | 'brands' | 'skus';
limit?: number;
} = {}): Promise<StorePerformance[]> {
const { stateCode, sortBy = 'revenue', limit = 100 } = options;
const params: (string | number)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
if (stateCode) {
conditions.push(`state_code = $${paramIdx++}`);
params.push(stateCode);
}
params.push(limit);
const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';
const orderByMap: Record<string, string> = {
revenue: 'total_revenue_30d DESC',
units: 'total_units_30d DESC',
brands: 'unique_brands DESC',
skus: 'total_skus DESC',
};
const orderBy = orderByMap[sortBy] || orderByMap.revenue;
const result = await pool.query(`
SELECT *
FROM mv_store_performance
${whereClause}
ORDER BY ${orderBy}
LIMIT $${paramIdx}
`, params);
return result.rows.map((row: any) => ({
dispensary_id: row.dispensary_id,
dispensary_name: row.dispensary_name,
city: row.city,
state_code: row.state_code,
total_revenue_30d: parseFloat(row.total_revenue_30d) || 0,
total_units_30d: parseInt(row.total_units_30d) || 0,
total_skus: parseInt(row.total_skus) || 0,
in_stock_skus: parseInt(row.in_stock_skus) || 0,
unique_brands: parseInt(row.unique_brands) || 0,
unique_categories: parseInt(row.unique_categories) || 0,
avg_price: row.avg_price ? parseFloat(row.avg_price) : null,
last_updated: row.last_updated?.toISOString() || null,
}));
}
/**
* Get category weekly trends
*/
async getCategoryTrends(options: {
stateCode?: string;
category?: string;
weeks?: number;
} = {}): Promise<CategoryWeeklyTrend[]> {
const { stateCode, category, weeks = 12 } = options;
const params: (string | number)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
if (stateCode) {
conditions.push(`state_code = $${paramIdx++}`);
params.push(stateCode);
}
if (category) {
conditions.push(`category = $${paramIdx++}`);
params.push(category);
}
conditions.push(`week_start >= CURRENT_DATE - INTERVAL '${weeks} weeks'`);
const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';
const result = await pool.query(`
SELECT *
FROM mv_category_weekly_trends
${whereClause}
ORDER BY week_start DESC, total_revenue DESC
`, params);
return result.rows.map((row: any) => ({
category: row.category,
state_code: row.state_code,
week_start: row.week_start?.toISOString().split('T')[0] || '',
sku_count: parseInt(row.sku_count) || 0,
store_count: parseInt(row.store_count) || 0,
total_units: parseInt(row.total_units) || 0,
total_revenue: parseFloat(row.total_revenue) || 0,
avg_price: row.avg_price ? parseFloat(row.avg_price) : null,
}));
}
/**
* Get product intelligence (Hoodie-style per-product metrics)
*/
async getProductIntelligence(options: {
stateCode?: string;
brandName?: string;
category?: string;
dispensaryId?: number;
inStockOnly?: boolean;
lowStock?: boolean; // days_until_stock_out <= 7
recentOOS?: boolean; // days_since_oos <= 7
limit?: number;
} = {}): Promise<ProductIntelligence[]> {
const { stateCode, brandName, category, dispensaryId, inStockOnly, lowStock, recentOOS, limit = 100 } = options;
const params: (string | number)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
if (stateCode) {
conditions.push(`state_code = $${paramIdx++}`);
params.push(stateCode);
}
if (brandName) {
conditions.push(`brand ILIKE $${paramIdx++}`);
params.push(`%${brandName}%`);
}
if (category) {
conditions.push(`category = $${paramIdx++}`);
params.push(category);
}
if (dispensaryId) {
conditions.push(`dispensary_id = $${paramIdx++}`);
params.push(dispensaryId);
}
if (inStockOnly) {
conditions.push(`is_in_stock = TRUE`);
}
if (lowStock) {
conditions.push(`days_until_stock_out IS NOT NULL AND days_until_stock_out <= 7`);
}
if (recentOOS) {
conditions.push(`days_since_oos IS NOT NULL AND days_since_oos <= 7`);
}
params.push(limit);
const whereClause = conditions.length > 0 ? `WHERE ${conditions.join(' AND ')}` : '';
const result = await pool.query(`
SELECT *
FROM mv_product_intelligence
${whereClause}
ORDER BY
CASE WHEN days_until_stock_out IS NOT NULL THEN 0 ELSE 1 END,
days_until_stock_out ASC NULLS LAST,
stock_quantity DESC
LIMIT $${paramIdx}
`, params);
return result.rows.map((row: any) => ({
dispensary_id: row.dispensary_id,
dispensary_name: row.dispensary_name,
state_code: row.state_code,
city: row.city,
sku: row.sku,
product_name: row.product_name,
brand: row.brand,
category: row.category,
is_in_stock: row.is_in_stock,
stock_status: row.stock_status,
stock_quantity: row.stock_quantity ? parseInt(row.stock_quantity) : null,
price: row.price ? parseFloat(row.price) : null,
first_seen: row.first_seen?.toISOString() || null,
last_seen: row.last_seen?.toISOString() || null,
stock_diff_120: parseInt(row.stock_diff_120) || 0,
days_since_oos: row.days_since_oos ? parseInt(row.days_since_oos) : null,
days_until_stock_out: row.days_until_stock_out ? parseInt(row.days_until_stock_out) : null,
avg_daily_units: row.avg_daily_units ? parseFloat(row.avg_daily_units) : null,
}));
}
/**
* Get top selling brands by revenue
*/
async getTopBrands(options: {
stateCode?: string;
window?: TimeWindow;
limit?: number;
} = {}): Promise<Array<{
brand_name: string;
total_revenue: number;
total_units: number;
store_count: number;
sku_count: number;
avg_price: number | null;
}>> {
const { stateCode, window = '30d', limit = 50 } = options;
const params: (string | number)[] = [];
let paramIdx = 1;
const conditions: string[] = [];
const dateRange = getDateRangeFromWindow(window);
conditions.push(`dse.sale_date >= $${paramIdx++}`);
params.push(dateRange.start.toISOString().split('T')[0]);
if (stateCode) {
conditions.push(`d.state = $${paramIdx++}`);
params.push(stateCode);
}
params.push(limit);
const whereClause = `WHERE ${conditions.join(' AND ')}`;
const result = await pool.query(`
SELECT
dse.brand_name,
SUM(dse.revenue_estimate) AS total_revenue,
SUM(dse.units_sold) AS total_units,
COUNT(DISTINCT dse.dispensary_id) AS store_count,
COUNT(DISTINCT dse.product_id) AS sku_count,
AVG(dse.avg_price) AS avg_price
FROM mv_daily_sales_estimates dse
JOIN dispensaries d ON d.id = dse.dispensary_id
${whereClause}
AND dse.brand_name IS NOT NULL
GROUP BY dse.brand_name
ORDER BY total_revenue DESC
LIMIT $${paramIdx}
`, params);
return result.rows.map((row: any) => ({
brand_name: row.brand_name,
total_revenue: parseFloat(row.total_revenue) || 0,
total_units: parseInt(row.total_units) || 0,
store_count: parseInt(row.store_count) || 0,
sku_count: parseInt(row.sku_count) || 0,
avg_price: row.avg_price ? parseFloat(row.avg_price) : null,
}));
}
/**
* Refresh all materialized views
*/
async refreshViews(): Promise<ViewRefreshResult[]> {
try {
const result = await pool.query('SELECT * FROM refresh_sales_analytics_views()');
return result.rows.map((row: any) => ({
view_name: row.view_name,
rows_affected: parseInt(row.rows_affected) || 0,
}));
} catch (error: any) {
// If function doesn't exist yet (migration not run), return empty
if (error.code === '42883') {
console.warn('[SalesAnalytics] refresh_sales_analytics_views() not found - run migration 121');
return [];
}
throw error;
}
}
/**
* Get view statistics (row counts)
*/
async getViewStats(): Promise<Record<string, number>> {
const views = [
'mv_daily_sales_estimates',
'mv_brand_market_share',
'mv_sku_velocity',
'mv_store_performance',
'mv_category_weekly_trends',
'mv_product_intelligence',
];
const stats: Record<string, number> = {};
for (const view of views) {
try {
const result = await pool.query(`SELECT COUNT(*) FROM ${view}`);
stats[view] = parseInt(result.rows[0].count) || 0;
} catch {
stats[view] = -1; // View doesn't exist yet
}
}
return stats;
}
}
export default new SalesAnalyticsService();