Python 3 sqlite parameterized SQL-query - python

I've been trying to make a parameterized SQL-query with Python 3 and sqlite module and succeeded with just one variable. However when using two variables, I get an IndexError: tuple index out of range error. Any suggestions as to what is causing this error?
sql = ("select exists(SELECT * from USERS where PASSWORD = '{0}' AND USERNAME = '{1}')")
args = (var1,var2)
cursor = database_connection.execute((sql).format(args))

Never fill in raw entries in your sql command, this is calling for sql injection attacks.
Use the built-in fill-in function.
sql = "select exists(SELECT * from USERS where PASSWORD = ? AND USERNAME = ?)"
args = (var1,var2)
cursor = database_connection.execute(sql, args)

Related

how to insert string into query in python pymysql

I have a following query:
cursor = connection.cursor()
query = """
SELECT *
FROM `my_database`.table_a
"""
result = cursor.execute(query)
which works as expected. But I need to change my_database in cursor.execute. I try:
cursor = connection.cursor()
query = """
SELECT *
FROM %s.table_a
"""
result = cursor.execute(query, ("my_database",))
which gives an error pymysql.err.ProgrammingError: (1064, "You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near ''my_database'.table_a at line 2")
how can I insert database name in cursor.execute please?
It is not possible to bind a database name (or any other database object name) using a placeholder in a prepared statement. This would be, among other problems, a security risk. However, you might be able to use an f-string here instead:
cursor = connection.cursor()
db_name = "my_database"
query = f"""
SELECT *
FROM {db_name}.table_a
"""
result = cursor.execute(query)
It should also be mentioned that the above is only SQL injection safe if you are certain that the database name is not coming from outside your own application.

Can python cursor.execute accept multiple queries in one go?

Can the cursor.execute call below execute multiple SQL queries in one go?
cursor.execute("use testdb;CREATE USER MyLogin")
I don't have python setup yet but want to know if above form is supported by cursor.execute?
import pyodbc
# Some other example server values are
# server = 'localhost\sqlexpress' # for a named instance
# server = 'myserver,port' # to specify an alternate port
server = 'tcp:myserver.database.windows.net'
database = 'mydb'
username = 'myusername'
password = 'mypassword'
cnxn = pyodbc.connect('DRIVER={ODBC Driver 17 for SQL Server};SERVER='+server+';DATABASE='+database+';UID='+username+';PWD='+ password)
cursor = cnxn.cursor()
#Sample select query
cursor.execute("SELECT ##version;")
row = cursor.fetchone()
while row:
print(row[0])
row = cursor.fetchone()
Multiple SQL statements in a single string is often referred to as an "anonymous code block".
There is nothing in pyodbc (or pypyodbc) to prevent you from passing a string containing an anonymous code block to the Cursor.execute() method. They simply pass the string to the ODBC Driver Manager (DM) which in turn passes it to the ODBC Driver.
However, not all ODBC drivers accept anonymous code blocks by default. Some databases default to allowing only a single SQL statement per .execute() to protect us from SQL injection issues.
For example, MySQL/Connector ODBC defaults MULTI_STATEMENTS to 0 (off) so if you want to run an anonymous code block you will have to include MULTI_STATEMENTS=1 in your connection string.
Note also that changing the current database by including a USE … statement in an anonymous code block can sometimes cause problems because the database context changes in the middle of a transaction. It is often better to execute a USE … statement by itself and then continue executing other SQL statements.
Yes, it is possible.
operation = 'SELECT 1; INSERT INTO t1 VALUES (); SELECT 2'
for result in cursor.execute(operation, multi=True):
But it is not a comprehensive solution. For example, in queries with two selections, you have problems.
Consider that two types of answers must be fetch all in the cursor!
So the best solution is to break the query to sub queries and do your work step by step.
for example :
s = "USE some_db; SELECT * FROM some_table;"
s = filter(None, s.split(';'))
for i in s:
cur.execute(i.strip() + ';')
in the pyodbc documentation should give you the example your looking for. more over in the GitHub wiki: https://github.com/mkleehammer/pyodbc/wiki/Objects#cursors
you can see an example here:
cnxn = pyodbc.connect(...)
cursor = cnxn.cursor()
cursor.execute("""
select user_id, last_logon
from users
where last_logon > ?
and user_type <> 'admin'
""", twoweeks)
rows = cursor.fetchall()
for row in rows:
print('user %s logged on at %s' % (row.user_id, row.last_logon))
from this example and exploring the code, I would say your next step is testing a multi cursor.execute("<your_sql_Querie>").
if this test works, maybe try and create a CLASS then create instances of that class for each query you want to run.
This would be the basic evolution of a developers effort of reproducing documentation...hope this helps you :)
Yes, you can results for multiple queries by using the nextset() method...
query = "select * from Table1; select * from Table2"
cursor = connection.cursor()
cursor.execute(query)
table1 = cursor.fetchall()
cursor.nextset()
table2 = cursor.fetchall()
The code explains it... cursors return result "sets", which you can move between using the nextset() method.

How do you select values from a SQL column in Python

I have a column called REQUIREDCOLUMNS in a SQL database which contains the columns which I need to select in my Python script below.
Excerpt of Current Code:
db = mongo_client.get_database(asqldb_row.SCHEMA_NAME)
coll = db.get_collection(asqldb_row.TABLE_NAME)
table = list(coll.find())
root = json_normalize(table)
The REQUIREDCOLUMNSin SQL contains values reportId, siteId, price, location
So instead of explicitly typing:
print(root[["reportId","siteId","price","location"]])
Is there a way to do print(root[REQUIREDCOLUMNS])?
Note: (I'm already connected to the SQL database in my python script)
You will have to use cursors if you are using mysql or pymysql , both the syntax are almost similar below i will mention for mysql
import mysql
import mysql.connector
db = mysql.connector.connect(
host = "localhost",
user = "root",
passwd = " ",
database = " "
)
cursor = db.cursor()
sql="select REQUIREDCOLUMNS from table_name"
cursor.execute(sql)
required_cols = cursor.fetchall()#this wll give ["reportId","siteId","price","location"]
cols_as_string=','.join(required_cols)
new_sql='select '+cols_as_string+' from table_name'
cursor.execute(new_sql)
result=cursor.fetchall()
This should probably work, i intentionally split many lines into several lines for understanding.
syntax could be slightly different for pymysql

How to create a database with psycopg2 using execute() second argument?

I'm trying to create a database with the name a user will provide. As far as I know the correct way is to use the second argument of execute().
So I did as follows:
import psycopg2
conn = psycopg2.connect(host="...", dbname="...",
user="...", password="...", port='...')
cursor = conn.cursor()
query = ''' CREATE DATABASE %s ;'''
name = 'stackoverflow_example_db'
conn.autocommit = True
cursor.execute(query, (name,))
cursor.close()
conn.close()
And I got this error:
psycopg2.errors.SyntaxError: syntax error at or near "'stackoverflow_example_db'"
LINE 1: CREATE DATABASE 'stackoverflow_example_db' ;
I need to do this statement avoiding SQL injection, so using the second argument is a must.
You can't pass values as second argument of execute(), if the statement is a CREATE DATABASE one.
As pointed out by unutbu one way to approach this is using the psycopg2.sql submodule and use identifiers to build the statement avoiding SQL injection.
The code:
import psycopg2
from psycopg2 import sql
conn = psycopg2.connect(host="...", dbname="...",
user="...", password="...", port='...')
cursor = conn.cursor()
query = ''' CREATE DATABASE {} ;'''
name = 'stackoverflow_example_db'
conn.autocommit = True
cursor.execute(sql.SQL(query).format(
sql.Identifier(name)))
cursor.close()
conn.close()
Other aditional observations:
format() do not work with %s, use {} instead
Autocommit mode is a must for this statement to work
The specified connection user needs creation privileges

SQL Select where not working

I am using Python/Flask and trying to query my DB.
conn = sqlite3.connect('./flaskdb.db')
cur = conn.cursor()
cur.execute('SELECT email FROM users WHERE email=\'%s\'', "name")
I have 2 columns, email, password and the value name, password as one of the row/entries.
Why isn't this working? I get the error:
sqlite3.ProgrammingError: Incorrect number of bindings supplied. The current statement uses 0, and there are 7 supplied.
I think you are getting bogged down with using prepared statements here. Try this code:
conn = sqlite3.connect('./flaskdb.db')
cur = conn.cursor()
name = 'someone#somewhere.com'
cur.execute('SELECT email FROM users WHERE email=?', (name,))
Corrections include using ? as a placeholder instead of %s, the latter which is what might be used for other databases. Also, if you want to bind a variable called name, then it too should not have quotes around it.
I have a solution:
cur.execute('SELECT password FROM users WHERE email=(?)', (email,))
you need it as a tuple and (?) as a placeholder.

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