Question

DB-Fiddle

CREATE TABLE sales (
    id SERIAL PRIMARY KEY,
    event_date DATE,
    customer VARCHAR,
    orderID VARCHAR,
    sales_volume DECIMAL
);

INSERT INTO sales
(event_date, customer, orderID, sales_volume)
VALUES 
('2020-01-08', 'Customer_A', 'Order_001', '130'),
('2020-01-12', 'Customer_A', 'Order_002', '120'),
('2020-01-18', 'Customer_B', 'Order_001', '115'),
('2020-01-22', 'Customer_B', 'Order_002', '300'),
('2020-01-23', 'Customer_B', 'Order_003', '540'),
('2020-01-24', 'Customer_C', 'Order_001', '421'),
('2020-01-26', 'Customer_D', 'Order_001', '198'),

('2020-04-08', 'Customer_B', 'Order_004', '325'),
('2020-04-09', 'Customer_B', 'Order_005', '325'),
('2020-04-11', 'Customer_B', 'Order_006', '425'),
('2020-04-15', 'Customer_D', 'Order_002', '914'),
('2020-04-18', 'Customer_D', 'Order_003', '418'),
('2020-04-20', 'Customer_E', 'Order_001', '723'),
('2020-04-30', 'Customer_C', 'Order_002', '665'),

('2020-06-01', 'Customer_B', 'Order_005', '982'),
('2020-06-15', 'Customer_B', 'Order_006', '100'),
('2020-06-19', 'Customer_C', 'Order_003', '250'),
('2020-06-20', 'Customer_C', 'Order_004', '322'),
('2020-06-30', 'Customer_E', 'Order_002', '924'),
('2020-06-25', 'Customer_A', 'Order_003', '445');

预期结果：

customer     |   orderid     |      event_date    |     sales_volume
-------------|---------------|--------------------|----------------------
Customer_A   |   Order_002   |      2020-01-12    |       120      
Customer_A   |   Order_001   |      2020-01-08    |       130
Customer_B   |   Order_002   |      2020-01-22    |       300
-------------|---------------|--------------------|------------------------
Customer_E   |   Order_001   |      2020-04-20    |       723
-------------|---------------|--------------------|------------------------
Customer_B   |   Order_005   |      2020-06-01    |       982
Customer_A   |   Order_003   |      2020-06-25    |       445

我有一个庞大的数据库，需要从中提取一些数据用于案例研究。
问题是我需要提取全年的数据，因为我希望能够在案例研究中进行月度分析。因此，我不能用 dates 或 LIMIT 限制提取。

因此，我解决这个问题的想法是一个查询，它根据列 customer 每月随机提取 1-3 个值。

应满足以下条件：

客户可以在结果中出现多次 --> e.g. Customer_A in the example
结果的顺序无关紧要 --> ORDER BY random()

你知道这是否可能吗？
如果是，我需要如何修改以下查询？

SELECT
s.customer,
s.orderID,
s.event_date,
SUM(s.sales_volume) AS sales_volume
FROM sales s
GROUP BY 1,2,3
ORDER BY random();

Answer 1

它能回答你的问题吗？

db<>fiddle

select
  customer,
  orderid,
  event_date,
  sales_volume
from (
  select
    *,
    row_number() over(partition by customer order by random()) seq
  from (
    SELECT
    s.customer,
    s.orderID,
    s.event_date,
    sum(s.sales_volume) AS sales_volume
    FROM sales s
    GROUP BY 1,2,3
  ) volumes
) sample
where seq <= 3
order by customer, seq

Answer 2

修改了您的DB-Fiddle

每月随机排列行并从结果中提取 1-3：

SELECT * from (SELECT
customer,
orderID,
event_date,
sales_volume ,
rank() OVER (PARTITION BY date_trunc('month', event_date) ORDER BY random()) as rand
from sales) temp
where rand < 1 + random() * 3
order by event_date

我按 event_date 命令将每个月的行放在一起，根据您的需要进行更改

并且您可以通过增加因子来增加获得 3 行的机会，但将其限制为 3，例如

where rand < 1 + random() * 6 and rand <= 3

每月随机选择 1-3 个值

2 个答案: