Upsert to MySQL using python and data from excel.
Im working on populating a MySQL DB, using python.
The data is stored on excel sheets.
Because the DB is suppossed to be used for monitoring "projects", there's a posibility for repeated pk, so in that case it need to be updated instead of insert, because a project can have many stages.
Also, there's a value to be inserted in the DB table, that can't be added from the spreadsheet. So i'm wondering if in that case, the insert of this value, most be done using a separated query for it or if theres a way to insert it in the same query. The value is the supplier ID and needs to be inserted between id_ops and cif_store.
And to finish, I need to perform an inner join, to import the store_id using the store_cif, from another table called store. I know how do it, but im wondering if it also must be executed from a sepparated query or can be performed at the sameone.
So far, i have done this.
import xlrd
import MySQLdb
def insert():
book = xlrd.open_workbook(r"C:\Users\DevEnviroment\Desktop\OPERACIONES.xlsx")
sheet = book.sheet_by_name("Sheet1")
database = MySQLdb.connect (host="localhost", user = "pytest", passwd = "password", db = "opstest1")
cursor = database.cursor()
query = """INSERT INTO operation (id_ops, cif_store, date, client,
time_resp, id_area_service) VALUES (%s, %s, %s, %s, %s, %s)"""
for r in range(1, sheet.nrows):
id_ops = sheet.cell(r,0).value
cif_store = sheet.cell(r,1).value
date = sheet.cell(r,2).value
client = sheet.cell(r,3).value
time_resp = sheet.cell(r,4).value
id_area_service = sheet.cell(r,5).value
values = (id_ops, cif_store, date, client, time_resp, id_area_service)
cursor.execute(query, values)
# Close the cursor
cursor.close()
# Commit the transaction
database.commit()
# Close the database connection
database.close()
# Print results
print ("")
print ("")
columns = str(sheet.ncols)
rows = str(sheet.nrows)
print ("Imported", columns,"columns and", rows, "rows. All Done!")
insert()
What you are looking for is INSERT ... ON DUPLICATE KEY UPDATE ...
Take a look here https://dev.mysql.com/doc/refman/8.0/en/insert-on-duplicate.html
Regarding the extraneous data, if its a static value for all rows you can just hard code it right into the INSERT query. If it's dynamic you'll have to write some additional logic.
For example:
query = """INSERT INTO operation (id_ops, hard_coded_value, cif_store, date, client, time_resp, id_area_service) VALUES (%s, "my hard coded value", %s, %s, %s, %s, %s)"""
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