I have a python list, say l
l = [1,5,8]
I want to write a sql query to get the data for all the elements of the list, say
select name from students where id = |IN THE LIST l|
How do I accomplish this?
I have a python list, say l
l = [1,5,8]
I want to write a sql query to get the data for all the elements of the list, say
select name from students where id = |IN THE LIST l|
How do I accomplish this?
Answers so far have been templating the values into a plain SQL string. That's absolutely fine for integers, but if we wanted to do it for strings we get the escaping issue.
Here's a variant using a parameterised query that would work for both:
placeholder= '?' # For SQLite. See DBAPI paramstyle.
placeholders= ', '.join(placeholder for unused in l)
query= 'SELECT name FROM students WHERE id IN (%s)' % placeholders
cursor.execute(query, l)
The SQL you want is
select name from studens where id in (1, 5, 8)
If you want to construct this from the python you could use
l = [1, 5, 8]
sql_query = 'select name from studens where id in (' + ','.join(map(str, l)) + ')'
The map function will transform the list into a list of strings that can be glued together by commas using the str.join method.
Alternatively:
l = [1, 5, 8]
sql_query = 'select name from studens where id in (' + ','.join((str(n) for n in l)) + ')'
if you prefer generator expressions to the map function.
UPDATE: S. Lott mentions in the comments that the Python SQLite bindings don't support sequences. In that case, you might want
select name from studens where id = 1 or id = 5 or id = 8
Generated by
sql_query = 'select name from studens where ' + ' or '.join(('id = ' + str(n) for n in l))
string.join the list values separated by commas, and use the format operator to form a query string.
myquery = "select name from studens where id in (%s)" % ",".join(map(str,mylist))
(Thanks, blair-conrad)
If you're using PostgreSQL with the Psycopg2 library you can let its tuple adaption do all the escaping and string interpolation for you, e.g:
ids = [1,2,3]
cur.execute(
"SELECT * FROM foo WHERE id IN %s",
[tuple(ids)])
i.e. just make sure that you're passing the IN parameter as a tuple. if it's a list you can use the = ANY array syntax:
cur.execute(
"SELECT * FROM foo WHERE id = ANY (%s)",
[list(ids)])
note that these both will get turned into the same query plan so you should just use whichever is easier. e.g. if your list comes in a tuple use the former, if they're stored in a list use the latter.
Just use inline if operation with tuple function:
query = "Select * from hr_employee WHERE id in " % tuple(employee_ids) if len(employee_ids) != 1 else "("+ str(employee_ids[0]) + ")"
To run a select from where field is in list of strings (instead of int), as per this question use repr(tuple(map(str, l))). Full example:
l = ['a','b','c']
sql = f'''
select name
from students
where id in {repr(tuple(map(str, l)))}
'''
print(sql)
Returns:
select name from students where id in ('a', 'b', 'c')
For a list of dates in Oracle, this worked
dates_str = ','.join([f'DATE {repr(s)}' for s in ['2020-11-24', '2020-12-28']])
dates_str = f'({dates_str})'
sql_cmd = f'''
select *
from students
where
and date in {dates_str}
'''
Returns:
select * from students where and date in (DATE '2020-11-24',DATE '2020-12-28')
placeholders= ', '.join("'{"+str(i)+"}'" for i in range(len(l)))
query="select name from students where id (%s)"%placeholders
query=query.format(*l)
cursor.execute(query)
This should solve your problem.
l = [1] # or [1,2,3]
query = "SELECT * FROM table WHERE id IN :l"
params = {'l' : tuple(l)}
cursor.execute(query, params)
The :var notation seems simpler. (Python 3.7)
a simpler solution:
lst = [1,2,3,a,b,c]
query = f"""SELECT * FROM table WHERE IN {str(lst)[1:-1}"""
This Will Work If Number of Values in List equals to 1 or greater than 1
t = str(tuple(l))
if t[-2] == ',':
t= t.replace(t[-2],"")
query = "select name from studens where id IN {}".format(t)
This uses parameter substitution and takes care of the single value list case:
l = [1,5,8]
get_operator = lambda x: '=' if len(x) == 1 else 'IN'
get_value = lambda x: int(x[0]) if len(x) == 1 else x
query = 'SELECT * FROM table where id ' + get_operator(l) + ' %s'
cursor.execute(query, (get_value(l),))