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@dvarrazzo
Created September 28, 2012 01:19
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An example of psycopg2 cursor supporting prepared statements
#!/usr/bin/env python
"""An example of cursor dealing with prepared statements.
A cursor can be used as a regular one, but has also a prepare() statement. If
prepare() is called, execute() and executemany() can be used without query: in
this case the parameters are passed to the prepared statement. The functions
also execute the prepared statement if the query is the same prepared before.
Prepared statements aren't automatically deallocated when the cursor is
deleted, but are when the cursor is closed. For long-running sessions creating
an unbound number of cursors you should make sure to deallocate the prepared
statements (calling close() or deallocate() on the cursor).
"""
# Copyright (C) 2012 Daniele Varrazzo <[email protected]>
import os
import re
from threading import Lock
import psycopg2
import psycopg2.extensions as ext
class PreparingCursor(ext.cursor):
_lock = Lock()
_ncur = 0
def __init__(self, *args, **kwargs):
super(PreparingCursor, self).__init__(*args, **kwargs)
# create a distinct name for the statements prepared by this cursor
self._lock.acquire()
self._prepname = "psyco_%x" % self._ncur
PreparingCursor._ncur += 1
self._lock.release()
self._prepared = None
self._execstmt = None
_re_replargs = re.compile(r'(%s)|(%\([^)]+\)s)')
def prepare(self, stmt):
"""Prepare a query for execution.
TODO: handle literal %s and $s in the string.
"""
# replace the python placeholders with postgres placeholders
parlist = []
parmap = {}
parord = []
def repl(m):
par = m.group(1)
if par is not None:
parlist.append(par)
return "$%d" % len(parlist)
else:
par = m.group(2)
assert par
idx = parmap.get(par)
if idx is None:
idx = parmap[par] = "$%d" % (len(parmap) + 1)
parord.append(par)
return idx
pgstmt = self._re_replargs.sub(repl, stmt)
if parlist and parmap:
raise psycopg2.ProgrammingError(
"you can't mix positional and named placeholders")
self.deallocate()
self.execute("prepare %s as %s" % (self._prepname, pgstmt))
if parlist:
self._execstmt = "execute %s (%s)" % (
self._prepname, ','.join(parlist))
elif parmap:
self._execstmt = "execute %s (%s)" % (
self._prepname, ','.join(parord))
else:
self._execstmt = "execute %s" % (self._prepname)
self._prepared = stmt
@property
def prepared(self):
"""The query currently prepared."""
return self._prepared
def deallocate(self):
"""Deallocate the currently prepared statement."""
if self._prepared is not None:
self.execute("deallocate " + self._prepname)
self._prepared = None
self._execstmt = None
def execute(self, stmt=None, args=None):
if stmt is None or stmt == self._prepared:
stmt = self._execstmt
elif not isinstance(stmt, basestring):
args = stmt
stmt = self._execstmt
if stmt is None:
raise psycopg2.ProgrammingError(
"execute() with no query called without prepare")
return super(PreparingCursor, self).execute(stmt, args)
def executemany(self, stmt, args=None):
if args is None:
args = stmt
stmt = self._execstmt
if stmt is None:
raise psycopg2.ProgrammingError(
"executemany() with no query called without prepare")
else:
if stmt != self._prepared:
self.prepare(stmt)
return super(PreparingCursor, self).executemany(self._execstmt, args)
def close(self):
if not self.closed and not self.connection.closed and self._prepared:
self.deallocate()
return super(PreparingCursor, self).close()
import unittest
class PreparingCursorTestCase(unittest.TestCase):
def setUp(self):
self.conn = psycopg2.connect(os.environ['TEST_DSN'])
def tearDown(self):
self.conn.close()
def cursor(self):
return self.conn.cursor(cursor_factory=PreparingCursor)
def test_prepare_noargs(self):
cur = self.cursor()
self.assert_(not cur.prepared)
cur.prepare("select 1")
self.assertEqual(cur.prepared, "select 1")
cur.execute()
self.assertEqual(cur.fetchone(), (1,))
def test_deallocate(self):
cur = self.cursor()
cur.execute("select * from pg_prepared_statements where name = %s",
(cur._prepname,))
self.assert_(not cur.fetchone())
cur.prepare("select 1")
self.assert_(cur.prepared)
cur.execute("select * from pg_prepared_statements where name = %s",
(cur._prepname,))
self.assert_(cur.fetchone())
cur.deallocate()
self.assert_(not cur.prepared)
cur.execute("select * from pg_prepared_statements where name = %s",
(cur._prepname,))
self.assert_(not cur.fetchone())
def test_prepare_posargs(self):
cur = self.cursor()
cur.prepare("select 1 + %s::integer, %s::text")
cur.execute((1,'foo'))
self.assertEqual(cur.fetchone(), (2, 'foo'))
cur.execute(None, [2,'bar'])
self.assertEqual(cur.fetchone(), (3, 'bar'))
def test_prepare_kwargs(self):
cur = self.cursor()
cur.prepare(
"select %(foo)s::integer, %(bar)s::integer, %(foo)s::integer")
cur.execute({'foo': 10, 'bar': 20})
self.assertEqual(cur.fetchone(), (10, 20, 10))
cur.execute(None, {'foo': 10, 'bar': 20})
self.assertEqual(cur.fetchone(), (10, 20, 10))
def test_executemany(self):
cur = self.cursor()
cur.execute("create table testem(id int, data text)")
cur.executemany("insert into testem values (%s, %s)",
[(i, i) for i in range(10)])
cur.execute("select min(id), max(data), count(*) from testem")
self.assertEqual(cur.fetchone(), (0, "9", 10))
def test_prepare_executemany(self):
cur = self.cursor()
cur.execute("create table testem(id int, data text)")
cur.prepare("""
insert into testem values
(%(foo)s::integer, %(foo)s::text)""")
cur.executemany([{'foo': i, 'bar': 2*i} for i in range(10)])
cur.execute("select min(id), max(data), count(*) from testem")
self.assertEqual(cur.fetchone(), (0, "9", 10))
def test_nomix(self):
cur = self.cursor()
self.assertRaises(psycopg2.ProgrammingError,
cur.prepare, "select 1 + %s::integer, %(foo)s::text")
def test_many(self):
cur1 = self.cursor()
cur2 = self.cursor()
cur1.prepare("select 1")
cur2.prepare("select 2")
cur1.execute()
cur2.execute()
self.assertEqual(cur1.fetchone(), (1,))
self.assertEqual(cur2.fetchone(), (2,))
def test_execute_prepared(self):
cur = self.cursor()
cur.prepare("select %s::integer")
cur.execute("select %s::integer", (10,))
self.assert_(cur.query.startswith("execute"))
if __name__ == '__main__':
unittest.main()
@adamfranco
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@dvarrazzo Thanks for posting this. Can you clarify any license this might be published under? I'm hoping in utilizing it in a GPLv3-licensed program and don't want to violate your license or copyright. Thanks!

@xsqian
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xsqian commented Jun 20, 2019

@dvarrazzo Thanks for posting this. Where is "basestring" in line 101 defined?
Thanks!

@dvarrazzo
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@xsqian basestring is Python 2. Try str.

@ecarruda
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Is it working in python3?

@dvarrazzo
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@ecarruda can't remember: I wrote it 8 years ago. There's a test suite: try it

@abhishekkrthakur
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8 years after :) Can you clarify the license this can be used under? :)

@dvarrazzo
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GPL

@iboates
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iboates commented Dec 14, 2020

Just out of curiosity, why is this functionality not included in the main library?

@dvarrazzo
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@iboates this was a first experiment. The placeholder conversion was a draft, $1, $2 placeholders are not used anywhere in psycopg2. It is only a sketch of an interface: I'm not sure that cursor.prepare() is the way to go, or it is the only one, or it is with that interface.

Prepared statements will definitely be available in psycopg3 but not necessarily with this interface.

@dvarrazzo
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Ideas for prepared statements in psycopg3 at psycopg/psycopg#21

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