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2_create_star_schema.SQL
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255 lines (178 loc) · 4.13 KB
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--------------------------------------------------------------------- Building Schema -----------------------------------------------------------------
USE [Swiggy Database]
--------------------------------------------------------------------- Dimention Tables ----------------------------------------------------------------
-- 1. Dimention Date Table
CREATE TABLE Dim_Date(
date_ID INT IDENTITY(1,1) PRIMARY KEY,
full_date DATE,
day INT,
week INT,
month INT,
quater INT,
year INT,
month_name VARCHAR(20)
)
SELECT *
FROM dbo.[Dim_Date];
-- 2. Dimention Location Table
CREATE TABLE Dim_Location(
location_ID INT IDENTITY(1,1) PRIMARY KEY,
state VARCHAR(100),
city VARCHAR(100),
location VARCHAR(200)
)
SELECT *
FROM dbo.[Dim_Location];
-- 3. Dimention Restaurent Table
CREATE TABLE Dim_Restaurant(
restaurant_ID INT IDENTITY(1,1) PRIMARY KEY,
restaurent_name VARCHAR(300)
)
SELECT *
FROM dbo.[Dim_Restaurant]
-- 4. Dimention Category
CREATE TABLE Dim_Catagory(
catagory_ID INT IDENTITY(1,1) PRIMARY KEY,
catagory VARCHAR(200)
)
SELECT *
FROM dbo.[Dim_Catagory]
-- 5. Dimention Dish Table
CREATE TABLE Dim_Dish(
dish_ID INT IDENTITY(1,1) PRIMARY KEY,
dish_name VARCHAR(200)
)
SELECT *
FROM dbo.[Dim_Dish]
--------------------------------------------------------------------- Fact Table ----------------------------------------------------------------
--1. Fact Order Table
CREATE TABLE Fact_Order(
order_ID INT IDENTITY(1,1) PRIMARY KEY,
date_ID INT,
location_ID INT,
restaurent_ID INT,
catagory_ID INT,
dish_ID INT,
price_INR DECIMAL(10,2),
rating DECIMAL(4,2),
rating_count INT,
FOREIGN KEY (date_ID) REFERENCES Dim_Date(date_ID),
FOREIGN KEY (location_ID) REFERENCES Dim_Location(location_ID),
FOREIGN KEY (restaurent_ID) REFERENCES Dim_Restaurant(restaurant_ID),
FOREIGN KEY (catagory_ID) REFERENCES Dim_Catagory(catagory_ID),
FOREIGN KEY (dish_ID) REFERENCES Dim_Dish(dish_ID)
)
SELECT *
FROM Fact_Order;
---------------------------------------------------------------------Inset Data Into Dimention Tables --------------------------------------
-- 1. Inset Data Into Dim_Date
INSERT INTO Dim_Date(
full_date,
day,
week,
month,
quater,
year,
month_name
)
SELECT DISTINCT
Order_Date,
DAY(Order_Date),
DATEPART(WEEK,Order_Date),
MONTH(Order_Date),
DATEPART(QUARTER,Order_Date),
YEAR(Order_Date),
DATENAME(MONTH,Order_Date)
FROM dbo.[swiggy data]
WHERE Order_Date IS NOT NULL;
--
SELECT *
FROM dbo.[Dim_Date]
-- 2. Inset Data Into Dim_Location
INSERT INTO Dim_Location(
state,
city,
location
)
SELECT DISTINCT
State,
City,
Location
FROM dbo.[swiggy data];
--
SELECT *
FROM dbo.[Dim_Location]
-- 3. Inset Data Into Dim_Restaurant
INSERT INTO Dim_Restaurant(
restaurent_name
)
SELECT DISTINCT
Restaurant_Name
FROM dbo.[swiggy data];
--
SELECT *
FROM dbo.[Dim_Restaurant]
-- 4. Inset Data Into Dim_Restaurant
INSERT INTO Dim_Catagory(
catagory
)
SELECT DISTINCT
Category
FROM dbo.[swiggy data];
--
SELECT *
FROM dbo.[Dim_Catagory]
-- 5. Inset Data Into Dim_Dish
INSERT INTO Dim_Dish(
dish_name
)
SELECT DISTINCT
Dish_Name
FROM dbo.[swiggy data];
--
SELECT *
FROM dbo.[Dim_Dish]
-- 5. Inset Data Into Fact_Order
INSERT INTO Fact_Order(
date_ID,
location_ID,
restaurent_ID,
catagory_ID,
dish_ID,
price_INR,
rating,
rating_count
)
SELECT DISTINCT
dd.[date_ID],
dl.[location_ID],
dr.[restaurant_ID],
dc.[catagory_ID],
dds.[dish_ID],
s.[Price_INR],
s.[Rating],
s.[Rating_Count]
FROM
dbo.[swiggy data] s
JOIN Dim_Date dd
ON
dd.[full_date] = s.[Order_Date]
JOIN Dim_Location dl
ON
dl.[state] = s.[State]
AND
dl.[city] = s.[City]
AND
dl.[location] = s.[Location]
JOIN Dim_Restaurant dr
ON
dr.[restaurent_name] = s.[Restaurant_Name]
JOIN Dim_Catagory dc
ON
dc.[catagory] = s.[Category]
JOIN Dim_Dish dds
ON
dds.[dish_name] = s.[Dish_Name]
--
SELECT *
FROM dbo.[Fact_Order]