psycopg2.sql -- SQL string composition
.. sectionauthor:: Daniele Varrazzo daniele.varrazzo@gmail.com
.. module:: psycopg2.sql
.. versionadded:: 2.7
The module contains objects and functions useful to generate SQL dynamically,
in a convenient and safe way. SQL identifiers (e.g. names of tables and
fields) cannot be passed to the ~cursor.execute() method like query
arguments::
# This will not work
table_name = 'my_table'
cur.execute("insert into %s values (%s, %s)", [table_name, 10, 20])
The SQL query should be composed before the arguments are merged, for instance::
# This works, but it is not optimal
table_name = 'my_table'
cur.execute(
"insert into %s values (%%s, %%s)" % table_name,
[10, 20])
This sort of works, but it is an accident waiting to happen: the table name
may be an invalid SQL literal and need quoting; even more serious is the
security problem in case the table name comes from an untrusted source. The
name should be escaped using ~psycopg2.extensions.quote_ident()::
# This works, but it is not optimal
table_name = 'my_table'
cur.execute(
"insert into %s values (%%s, %%s)" % ext.quote_ident(table_name),
[10, 20])
This is now safe, but it somewhat ad-hoc. In case, for some reason, it is
necessary to include a value in the query string (as opposite as in a value)
the merging rule is still different (~psycopg2.extensions.adapt() should be
used...). It is also still relatively dangerous: if !quote_ident() is
forgotten somewhere, the program will usually work, but will eventually crash
in the presence of a table or field name with containing characters to escape,
or will present a potentially exploitable weakness.
The objects exposed by the !psycopg2.sql module allow generating SQL
statements on the fly, separating clearly the variable parts of the statement
from the query parameters::
from psycopg2 import sql
cur.execute(
sql.SQL("insert into {} values (%s, %s)")
.format(sql.Identifier('my_table')),
[10, 20])
Module usage
Usually you should express the template of your query as an SQL instance
with {}-style placeholders and use ~SQL.format() to merge the variable
parts into them, all of which must be Composable subclasses. You can still
have %s\ -style placeholders in your query and pass values to
~cursor.execute(): such value placeholders will be untouched by
!format()::
query = sql.SQL("select {field} from {table} where {pkey} = %s").format(
field=sql.Identifier('my_name'),
table=sql.Identifier('some_table'),
pkey=sql.Identifier('id'))
The resulting object is meant to be passed directly to cursor methods such as
~cursor.execute(), ~cursor.executemany(), ~cursor.copy_expert(), but can
also be used to compose a query as a Python string, using the
~Composable.as_string() method::
cur.execute(query, (42,))
If part of your query is a variable sequence of arguments, such as a
comma-separated list of field names, you can use the SQL.join() method to
pass them to the query::
query = sql.SQL("select {fields} from {table}").format(
fields=sql.SQL(',').join([
sql.Identifier('field1'),
sql.Identifier('field2'),
sql.Identifier('field3'),
]),
table=sql.Identifier('some_table'))
!sql objects
The !sql objects are in the following inheritance hierarchy:
| Composable: the base class exposing the common interface
| |__ SQL: a literal snippet of an SQL query
| |__ Identifier: a PostgreSQL identifier or dot-separated sequence of identifiers
| |__ Literal: a value hardcoded into a query
| |__ Placeholder: a %s\ -style placeholder whose value will be added later e.g. by ~cursor.execute()
| |__ Composed: a sequence of !Composable instances.
.. autoclass:: Composable
.. automethod:: as_string
.. autoclass:: SQL
.. autoattribute:: string
.. automethod:: format
.. automethod:: join
.. autoclass:: Identifier
.. versionchanged:: 2.8
added support for multiple strings.
.. autoattribute:: strings
.. versionadded:: 2.8
previous verions only had a `!string` attribute. The attribute
still exists but is deprecate and will only work if the
`!Identifier` wraps a single string.
.. autoclass:: Literal
.. autoattribute:: wrapped
.. autoclass:: Placeholder
.. autoattribute:: name
.. autoclass:: Composed
.. autoattribute:: seq
.. automethod:: join