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retail360degree.sql
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158 lines (136 loc) · 3.71 KB
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CREATE DATABASE IF NOT EXISTS retail;
USE retail;
CREATE TABLE retail.customers (
customer_id INT NOT NULL AUTO_INCREMENT PRIMARY KEY,
first_name VARCHAR(50),
last_name VARCHAR(50),
gender VARCHAR(10),
email VARCHAR(100),
phone_number VARCHAR(20),
date_of_birth DATE,
address VARCHAR(200),
city VARCHAR(50),
state VARCHAR(50),
zip_code VARCHAR(10),
country VARCHAR(50),
registration_date DATE,
loyalty_tier VARCHAR(20),
total_spent FLOAT
);
CREATE TABLE retail.products (
product_id INT PRIMARY KEY,
product_name VARCHAR(255),
brand VARCHAR(100),
category VARCHAR(100),
price DECIMAL(10,2)
);
CREATE TABLE retail.offers (
offer_id INT PRIMARY KEY,
offer_title VARCHAR(100),
offer_type VARCHAR(50),
category VARCHAR(50),
discount_percent FLOAT,
valid_from DATE,
valid_till DATE,
usage_limit INT,
offer_channel VARCHAR(30),
terms TEXT
);
CREATE TABLE retail.purchases (
purchase_id INT PRIMARY KEY,
customer_id INT,
product_id INT,
offer_id INT,
purchase_date DATE,
purchase_time TIME,
item_count INT,
total_amount FLOAT,
discount_applied FLOAT,
payment_method VARCHAR(30),
device_type VARCHAR(30),
purchase_channel VARCHAR(30),
status VARCHAR(20),
FOREIGN KEY (customer_id) REFERENCES customers(customer_id),
FOREIGN KEY (product_id) REFERENCES products(product_id),
FOREIGN KEY (offer_id) REFERENCES offers(offer_id)
);
LOAD DATA INFILE 'C:/ProgramData/MySQL/MySQL Server 8.0/Uploads/customers.csv'
INTO TABLE retail.customers
FIELDS TERMINATED BY ','
ENCLOSED BY '"'
LINES TERMINATED BY '\n'
IGNORE 1 ROWS;
LOAD DATA INFILE 'C:/ProgramData/MySQL/MySQL Server 8.0/Uploads/products.csv'
INTO TABLE retail.products
FIELDS TERMINATED BY ','
ENCLOSED BY '"'
LINES TERMINATED BY '\n'
IGNORE 1 ROWS;
LOAD DATA INFILE 'C:/ProgramData/MySQL/MySQL Server 8.0/Uploads/offers.csv'
INTO TABLE retail.offers
FIELDS TERMINATED BY ','
ENCLOSED BY '"'
LINES TERMINATED BY '\n'
IGNORE 1 ROWS;
LOAD DATA INFILE 'C:/ProgramData/MySQL/MySQL Server 8.0/Uploads/purchases.csv'
INTO TABLE retail.purchases
FIELDS TERMINATED BY ','
ENCLOSED BY '"'
LINES TERMINATED BY '\n'
IGNORE 1 ROWS;
CREATE OR REPLACE VIEW retail.purchases_data_model AS
SELECT
p.purchase_id,
c.customer_id,
pr.product_id,
o.offer_id,
p.purchase_date,
p.purchase_time,
p.item_count,
p.discount_applied,
p.payment_method,
p.device_type,
p.purchase_channel,
p.status,
-- DIM: Customers
c.first_name,
c.last_name,
c.gender,
c.email,
c.phone_number,
c.date_of_birth,
c.address,
c.city,
c.state,
c.zip_code,
c.country,
c.registration_date,
c.loyalty_tier,
c.total_spent,
-- DIM: Products
pr.product_name,
pr.brand,
pr.category,
pr.price AS unit_price,
(p.item_count * pr.price) AS total_amount,
-- DIM: Offers
o.offer_title,
o.offer_type,
o.discount_percent,
o.valid_from AS offer_start_date,
o.valid_till AS offer_end_date,
o.usage_limit,
o.offer_channel,
o.terms,
-- derived fields
(p.item_count * pr.price * (1 - o.discount_percent / 100)) AS discounted_total
FROM retail.purchases p
LEFT JOIN retail.customers c ON p.customer_id = c.customer_id
LEFT JOIN retail.products pr ON p.product_id = pr.product_id
LEFT JOIN retail.offers o ON p.offer_id = o.offer_id;
SELECT * FROM retail.purchases_data_model LIMIT 10;
ALTER TABLE retail.customers
ADD COLUMN image_path VARCHAR(255);
UPDATE retail.customers
SET image_path = CONCAT('face_images/', customer_id, '_face.jpg');
SELECT customer_id, image_path FROM retail.customers LIMIT 10;