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Python: How to export data to Excel with xlsxwriter
In this video, we'll fetch information from a database and export it to Excel
The pyodbc library to connect to databases:
https://pypi.org/project/pyodbc/
The xlsxwriter library:
https://pypi.org/project/XlsxWriter/
xlsxwriter documentation:
https://xlsxwriter.readthedocs.io/
Connection strings:
https://www.connectionstrings.com
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Script:
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import xlsxwriter, pyodbc
#put database connection string here
conn = pyodbc.connect(" ")
#cursor
cur = conn.cursor()
#sql statement to retrieve product category
sql = "SELECT DISTINCT Production.ProductCategory.[Name] AS [Category] FROM Production.ProductCategory WHERE Production.ProductCategory.[Name] IS NOT NULL"
#execute sql
cur.execute(sql)
#results
rs = cur.fetchall()
#Create workbook
wb = xlsxwriter.Workbook("Report.xlsx")
sql = "SELECT Production.Product.ProductID AS [Product ID], Production.Product.[Name] AS [Product], Production.ProductModel.[Name] AS [Model], Production.ProductCategory.[Name] AS [Category], Production.ProductSubcategory.[Name] AS [Sub Category] FROM Production.Product LEFT JOIN Production.ProductModel ON Production.Product.ProductModelID = Production.ProductModel.ProductModelID LEFT JOIN Production.ProductSubcategory ON Production.Product.ProductSubcategoryID = Production.ProductSubcategory.ProductSubcategoryID LEFT JOIN Production.ProductCategory ON Production.ProductSubcategory.ProductCategoryID = Production.ProductCategory.ProductCategoryID WHERE Production.ProductCategory.[Name] IS NOT NULL AND Production.ProductCategory.[Name]="
for rec in rs:
#get records for each category
cur.execute(sql + "'" + rec.Category + "'")
records = cur.fetchall()
print("Category: " + rec.Category)
#create a worksheet for each category
ws = wb.add_worksheet(rec.Category)
#column headers
columns = [column[0] for column in cur.description]
#header
ws.write_row(0,0,columns)
rownum = 1
for record in records:
ws.write_row(rownum,0,record)
rownum += 1
#close workbook
wb.close()
cur.close()
del cur
conn.close()
print("Completed!")
----------------------------------------------------------------------
The AdventureWorks2017 SQL query for products:
USE AdventureWorks2017;
SELECT
Production.Product.ProductID AS [Product ID],
Production.Product.[Name] AS [Product],
Production.ProductModel.[Name] AS [Model],
Production.ProductCategory.[Name] AS [Category],
Production.ProductSubcategory.[Name] AS [Sub Category]
FROM
Production.Product
LEFT JOIN
Production.ProductModel
ON
Production.Product.ProductModelID = Production.ProductModel.ProductModelID
LEFT JOIN
Production.ProductSubcategory
ON
Production.Product.ProductSubcategoryID = Production.ProductSubcategory.ProductSubcategoryID
LEFT JOIN
Production.ProductCategory
ON
Production.ProductSubcategory.ProductCategoryID = Production.ProductCategory.ProductCategoryID
WHERE Production.ProductCategory.[Name] IS NOT NULL
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