DROP TABLE IF EXISTS public.historical_sales;
CREATE TABLE public.historical_sales (
  order_id bigint, order_date date, order_year int, region text,
  product_category text, channel text, quantity int,
  unit_price double precision, amount double precision
);
INSERT INTO public.historical_sales
SELECT s,
  DATE '2019-01-01' + ((s*7)%2190),
  EXTRACT(YEAR FROM (DATE '2019-01-01' + ((s*7)%2190)))::int,
  (ARRAY['EMEA','AMER','APAC','LATAM'])[(s%4)+1],
  (ARRAY['Servers','Storage','Networking','Laptops','Services'])[(s%5)+1],
  (ARRAY['Direct','Partner','Online'])[(s%3)+1],
  (1+(s%50))::int,
  round((100+(s%9000)*0.5)::numeric,2)::double precision,
  round(((1+(s%50))*(100+(s%9000)*0.5))::numeric,2)::double precision
FROM generate_series(1,25000) s;
SELECT order_year, count(*), round(sum(amount)::numeric,0) FROM public.historical_sales GROUP BY order_year ORDER BY 1;