mirror of https://github.com/python/cpython
2556 lines
86 KiB
ReStructuredText
2556 lines
86 KiB
ReStructuredText
:mod:`sqlite3` --- DB-API 2.0 interface for SQLite databases
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============================================================
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.. module:: sqlite3
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:synopsis: A DB-API 2.0 implementation using SQLite 3.x.
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.. sectionauthor:: Gerhard Häring <gh@ghaering.de>
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**Source code:** :source:`Lib/sqlite3/`
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.. Make sure we always doctest the tutorial with an empty database.
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.. testsetup::
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import sqlite3
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src = sqlite3.connect(":memory:", isolation_level=None)
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dst = sqlite3.connect("tutorial.db", isolation_level=None)
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src.backup(dst)
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del src, dst
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.. _sqlite3-intro:
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SQLite is a C library that provides a lightweight disk-based database that
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doesn't require a separate server process and allows accessing the database
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using a nonstandard variant of the SQL query language. Some applications can use
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SQLite for internal data storage. It's also possible to prototype an
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application using SQLite and then port the code to a larger database such as
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PostgreSQL or Oracle.
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The :mod:`!sqlite3` module was written by Gerhard Häring. It provides an SQL interface
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compliant with the DB-API 2.0 specification described by :pep:`249`, and
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requires SQLite 3.7.15 or newer.
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This document includes four main sections:
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* :ref:`sqlite3-tutorial` teaches how to use the :mod:`!sqlite3` module.
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* :ref:`sqlite3-reference` describes the classes and functions this module
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defines.
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* :ref:`sqlite3-howtos` details how to handle specific tasks.
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* :ref:`sqlite3-explanation` provides in-depth background on
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transaction control.
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.. seealso::
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https://www.sqlite.org
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The SQLite web page; the documentation describes the syntax and the
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available data types for the supported SQL dialect.
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https://www.w3schools.com/sql/
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Tutorial, reference and examples for learning SQL syntax.
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:pep:`249` - Database API Specification 2.0
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PEP written by Marc-André Lemburg.
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.. We use the following practises for SQL code:
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- UPPERCASE for keywords
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- snake_case for schema
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- single quotes for string literals
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- singular for table names
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- if needed, use double quotes for table and column names
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.. _sqlite3-tutorial:
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Tutorial
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--------
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In this tutorial, you will create a database of Monty Python movies
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using basic :mod:`!sqlite3` functionality.
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It assumes a fundamental understanding of database concepts,
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including `cursors`_ and `transactions`_.
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First, we need to create a new database and open
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a database connection to allow :mod:`!sqlite3` to work with it.
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Call :func:`sqlite3.connect` to to create a connection to
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the database :file:`tutorial.db` in the current working directory,
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implicitly creating it if it does not exist:
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.. testcode::
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import sqlite3
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con = sqlite3.connect("tutorial.db")
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The returned :class:`Connection` object ``con``
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represents the connection to the on-disk database.
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In order to execute SQL statements and fetch results from SQL queries,
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we will need to use a database cursor.
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Call :meth:`con.cursor() <Connection.cursor>` to create the :class:`Cursor`:
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.. testcode::
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cur = con.cursor()
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Now that we've got a database connection and a cursor,
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we can create a database table ``movie`` with columns for title,
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release year, and review score.
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For simplicity, we can just use column names in the table declaration --
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thanks to the `flexible typing`_ feature of SQLite,
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specifying the data types is optional.
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Execute the ``CREATE TABLE`` statement
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by calling :meth:`cur.execute(...) <Cursor.execute>`:
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.. testcode::
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cur.execute("CREATE TABLE movie(title, year, score)")
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.. Ideally, we'd use sqlite_schema instead of sqlite_master below,
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but SQLite versions older than 3.33.0 do not recognise that variant.
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We can verify that the new table has been created by querying
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the ``sqlite_master`` table built-in to SQLite,
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which should now contain an entry for the ``movie`` table definition
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(see `The Schema Table`_ for details).
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Execute that query by calling :meth:`cur.execute(...) <Cursor.execute>`,
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assign the result to ``res``,
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and call :meth:`res.fetchone() <Cursor.fetchone>` to fetch the resulting row:
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.. doctest::
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>>> res = cur.execute("SELECT name FROM sqlite_master")
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>>> res.fetchone()
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('movie',)
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We can see that the table has been created,
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as the query returns a :class:`tuple` containing the table's name.
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If we query ``sqlite_master`` for a non-existent table ``spam``,
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:meth:`!res.fetchone()` will return ``None``:
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.. doctest::
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>>> res = cur.execute("SELECT name FROM sqlite_master WHERE name='spam'")
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>>> res.fetchone() is None
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True
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Now, add two rows of data supplied as SQL literals
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by executing an ``INSERT`` statement,
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once again by calling :meth:`cur.execute(...) <Cursor.execute>`:
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.. testcode::
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cur.execute("""
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INSERT INTO movie VALUES
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('Monty Python and the Holy Grail', 1975, 8.2),
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('And Now for Something Completely Different', 1971, 7.5)
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""")
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The ``INSERT`` statement implicitly opens a transaction,
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which needs to be committed before changes are saved in the database
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(see :ref:`sqlite3-controlling-transactions` for details).
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Call :meth:`con.commit() <Connection.commit>` on the connection object
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to commit the transaction:
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.. testcode::
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con.commit()
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We can verify that the data was inserted correctly
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by executing a ``SELECT`` query.
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Use the now-familiar :meth:`cur.execute(...) <Cursor.execute>` to
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assign the result to ``res``,
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and call :meth:`res.fetchall() <Cursor.fetchall>` to return all resulting rows:
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.. doctest::
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>>> res = cur.execute("SELECT score FROM movie")
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>>> res.fetchall()
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[(8.2,), (7.5,)]
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The result is a :class:`list` of two :class:`!tuple`\s, one per row,
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each containing that row's ``score`` value.
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Now, insert three more rows by calling
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:meth:`cur.executemany(...) <Cursor.executemany>`:
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.. testcode::
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data = [
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("Monty Python Live at the Hollywood Bowl", 1982, 7.9),
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("Monty Python's The Meaning of Life", 1983, 7.5),
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("Monty Python's Life of Brian", 1979, 8.0),
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]
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cur.executemany("INSERT INTO movie VALUES(?, ?, ?)", data)
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con.commit() # Remember to commit the transaction after executing INSERT.
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Notice that ``?`` placeholders are used to bind ``data`` to the query.
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Always use placeholders instead of :ref:`string formatting <tut-formatting>`
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to bind Python values to SQL statements,
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to avoid `SQL injection attacks`_
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(see :ref:`sqlite3-placeholders` for more details).
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We can verify that the new rows were inserted
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by executing a ``SELECT`` query,
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this time iterating over the results of the query:
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.. doctest::
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>>> for row in cur.execute("SELECT year, title FROM movie ORDER BY year"):
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... print(row)
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(1971, 'And Now for Something Completely Different')
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(1975, 'Monty Python and the Holy Grail')
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(1979, "Monty Python's Life of Brian")
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(1982, 'Monty Python Live at the Hollywood Bowl')
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(1983, "Monty Python's The Meaning of Life")
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Each row is a two-item :class:`tuple` of ``(year, title)``,
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matching the columns selected in the query.
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Finally, verify that the database has been written to disk
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by calling :meth:`con.close() <Connection.close>`
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to close the existing connection, opening a new one,
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creating a new cursor, then querying the database:
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.. doctest::
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>>> con.close()
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>>> new_con = sqlite3.connect("tutorial.db")
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>>> new_cur = new_con.cursor()
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>>> res = new_cur.execute("SELECT title, year FROM movie ORDER BY score DESC")
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>>> title, year = res.fetchone()
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>>> print(f'The highest scoring Monty Python movie is {title!r}, released in {year}')
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The highest scoring Monty Python movie is 'Monty Python and the Holy Grail', released in 1975
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You've now created an SQLite database using the :mod:`!sqlite3` module,
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inserted data and retrieved values from it in multiple ways.
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.. _SQL injection attacks: https://en.wikipedia.org/wiki/SQL_injection
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.. _The Schema Table: https://www.sqlite.org/schematab.html
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.. _cursors: https://en.wikipedia.org/wiki/Cursor_(databases)
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.. _flexible typing: https://www.sqlite.org/flextypegood.html
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.. _sqlite_master: https://www.sqlite.org/schematab.html
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.. _transactions: https://en.wikipedia.org/wiki/Database_transaction
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.. seealso::
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* :ref:`sqlite3-howtos` for further reading:
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* :ref:`sqlite3-placeholders`
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* :ref:`sqlite3-adapters`
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* :ref:`sqlite3-converters`
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* :ref:`sqlite3-connection-context-manager`
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* :ref:`sqlite3-howto-row-factory`
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* :ref:`sqlite3-explanation` for in-depth background on transaction control.
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.. _sqlite3-reference:
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Reference
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---------
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.. We keep the old sqlite3-module-contents ref to prevent breaking links.
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.. _sqlite3-module-contents:
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.. _sqlite3-module-functions:
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Module functions
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^^^^^^^^^^^^^^^^
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.. function:: connect(database, timeout=5.0, detect_types=0, \
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isolation_level="DEFERRED", check_same_thread=True, \
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factory=sqlite3.Connection, cached_statements=128, \
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uri=False, \*, \
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autocommit=sqlite3.LEGACY_TRANSACTION_CONTROL)
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Open a connection to an SQLite database.
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:param database:
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The path to the database file to be opened.
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Pass ``":memory:"`` to open a connection to a database that is
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in RAM instead of on disk.
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:type database: :term:`path-like object`
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:param float timeout:
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How many seconds the connection should wait before raising
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an exception, if the database is locked by another connection.
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If another connection opens a transaction to modify the database,
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it will be locked until that transaction is committed.
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Default five seconds.
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:param int detect_types:
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Control whether and how data types not
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:ref:`natively supported by SQLite <sqlite3-types>`
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are looked up to be converted to Python types,
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using the converters registered with :func:`register_converter`.
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Set it to any combination (using ``|``, bitwise or) of
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:const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES`
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to enable this.
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Column names takes precedence over declared types if both flags are set.
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Types cannot be detected for generated fields (for example ``max(data)``),
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even when the *detect_types* parameter is set; :class:`str` will be
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returned instead.
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By default (``0``), type detection is disabled.
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:param isolation_level:
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Control legacy transaction handling behaviour.
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See :attr:`Connection.isolation_level` and
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:ref:`sqlite3-transaction-control-isolation-level` for more information.
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Can be ``"DEFERRED"`` (default), ``"EXCLUSIVE"`` or ``"IMMEDIATE"``;
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or ``None`` to disable opening transactions implicitly.
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Has no effect unless :attr:`Connection.autocommit` is set to
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:data:`~sqlite3.LEGACY_TRANSACTION_CONTROL` (the default).
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:type isolation_level: str | None
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:param bool check_same_thread:
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If ``True`` (default), only the creating thread may use the connection.
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If ``False``, the connection may be shared across multiple threads;
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if so, write operations should be serialized by the user to avoid data
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corruption.
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:param Connection factory:
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A custom subclass of :class:`Connection` to create the connection with,
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if not the default :class:`Connection` class.
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:param int cached_statements:
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The number of statements that :mod:`!sqlite3`
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should internally cache for this connection, to avoid parsing overhead.
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By default, 128 statements.
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:param bool uri:
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If set to ``True``, *database* is interpreted as a
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:abbr:`URI (Uniform Resource Identifier)` with a file path
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and an optional query string.
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The scheme part *must* be ``"file:"``,
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and the path can be relative or absolute.
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The query string allows passing parameters to SQLite,
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enabling various :ref:`sqlite3-uri-tricks`.
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:param autocommit:
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Control :pep:`249` transaction handling behaviour.
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See :attr:`Connection.autocommit` and
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:ref:`sqlite3-transaction-control-autocommit` for more information.
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*autocommit* currently defaults to
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:data:`~sqlite3.LEGACY_TRANSACTION_CONTROL`.
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The default will change to ``False`` in a future Python release.
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:type autocommit: bool
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:rtype: Connection
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.. audit-event:: sqlite3.connect database sqlite3.connect
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.. audit-event:: sqlite3.connect/handle connection_handle sqlite3.connect
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.. versionadded:: 3.4
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The *uri* parameter.
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.. versionchanged:: 3.7
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*database* can now also be a :term:`path-like object`, not only a string.
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.. versionadded:: 3.10
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The ``sqlite3.connect/handle`` auditing event.
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.. versionadded:: 3.12
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The *autocommit* parameter.
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.. function:: complete_statement(statement)
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Return ``True`` if the string *statement* appears to contain
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one or more complete SQL statements.
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No syntactic verification or parsing of any kind is performed,
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other than checking that there are no unclosed string literals
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and the statement is terminated by a semicolon.
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For example:
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.. doctest::
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>>> sqlite3.complete_statement("SELECT foo FROM bar;")
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True
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>>> sqlite3.complete_statement("SELECT foo")
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False
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This function may be useful during command-line input
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to determine if the entered text seems to form a complete SQL statement,
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or if additional input is needed before calling :meth:`~Cursor.execute`.
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See :func:`!runsource` in :source:`Lib/sqlite3/__main__.py`
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for real-world use.
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.. function:: enable_callback_tracebacks(flag, /)
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Enable or disable callback tracebacks.
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By default you will not get any tracebacks in user-defined functions,
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aggregates, converters, authorizer callbacks etc. If you want to debug them,
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you can call this function with *flag* set to ``True``. Afterwards, you
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will get tracebacks from callbacks on :data:`sys.stderr`. Use ``False``
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to disable the feature again.
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Register an :func:`unraisable hook handler <sys.unraisablehook>` for an
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improved debug experience:
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.. testsetup:: sqlite3.trace
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import sqlite3
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.. doctest:: sqlite3.trace
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>>> sqlite3.enable_callback_tracebacks(True)
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>>> con = sqlite3.connect(":memory:")
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>>> def evil_trace(stmt):
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... 5/0
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...
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>>> con.set_trace_callback(evil_trace)
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>>> def debug(unraisable):
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... print(f"{unraisable.exc_value!r} in callback {unraisable.object.__name__}")
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... print(f"Error message: {unraisable.err_msg}")
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>>> import sys
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>>> sys.unraisablehook = debug
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>>> cur = con.execute("SELECT 1")
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ZeroDivisionError('division by zero') in callback evil_trace
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Error message: None
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.. function:: register_adapter(type, adapter, /)
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Register an *adapter* callable to adapt the Python type *type* into an
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SQLite type.
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The adapter is called with a Python object of type *type* as its sole
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argument, and must return a value of a
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:ref:`type that SQLite natively understands <sqlite3-types>`.
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.. function:: register_converter(typename, converter, /)
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Register the *converter* callable to convert SQLite objects of type
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*typename* into a Python object of a specific type.
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The converter is invoked for all SQLite values of type *typename*;
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it is passed a :class:`bytes` object and should return an object of the
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desired Python type.
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Consult the parameter *detect_types* of
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:func:`connect` for information regarding how type detection works.
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Note: *typename* and the name of the type in your query are matched
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case-insensitively.
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||
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||
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.. _sqlite3-module-constants:
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||
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||
Module constants
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||
^^^^^^^^^^^^^^^^
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||
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||
.. data:: LEGACY_TRANSACTION_CONTROL
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||
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||
Set :attr:`~Connection.autocommit` to this constant to select
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old style (pre-Python 3.12) transaction control behaviour.
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See :ref:`sqlite3-transaction-control-isolation-level` for more information.
|
||
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.. data:: PARSE_COLNAMES
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||
Pass this flag value to the *detect_types* parameter of
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:func:`connect` to look up a converter function by
|
||
using the type name, parsed from the query column name,
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||
as the converter dictionary key.
|
||
The type name must be wrapped in square brackets (``[]``).
|
||
|
||
.. code-block:: sql
|
||
|
||
SELECT p as "p [point]" FROM test; ! will look up converter "point"
|
||
|
||
This flag may be combined with :const:`PARSE_DECLTYPES` using the ``|``
|
||
(bitwise or) operator.
|
||
|
||
.. data:: PARSE_DECLTYPES
|
||
|
||
Pass this flag value to the *detect_types* parameter of
|
||
:func:`connect` to look up a converter function using
|
||
the declared types for each column.
|
||
The types are declared when the database table is created.
|
||
:mod:`!sqlite3` will look up a converter function using the first word of the
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||
declared type as the converter dictionary key.
|
||
For example:
|
||
|
||
.. code-block:: sql
|
||
|
||
CREATE TABLE test(
|
||
i integer primary key, ! will look up a converter named "integer"
|
||
p point, ! will look up a converter named "point"
|
||
n number(10) ! will look up a converter named "number"
|
||
)
|
||
|
||
This flag may be combined with :const:`PARSE_COLNAMES` using the ``|``
|
||
(bitwise or) operator.
|
||
|
||
.. data:: SQLITE_OK
|
||
SQLITE_DENY
|
||
SQLITE_IGNORE
|
||
|
||
Flags that should be returned by the *authorizer_callback* callable
|
||
passed to :meth:`Connection.set_authorizer`, to indicate whether:
|
||
|
||
* Access is allowed (:const:`!SQLITE_OK`),
|
||
* The SQL statement should be aborted with an error (:const:`!SQLITE_DENY`)
|
||
* The column should be treated as a ``NULL`` value (:const:`!SQLITE_IGNORE`)
|
||
|
||
.. data:: apilevel
|
||
|
||
String constant stating the supported DB-API level. Required by the DB-API.
|
||
Hard-coded to ``"2.0"``.
|
||
|
||
.. data:: paramstyle
|
||
|
||
String constant stating the type of parameter marker formatting expected by
|
||
the :mod:`!sqlite3` module. Required by the DB-API. Hard-coded to
|
||
``"qmark"``.
|
||
|
||
.. note::
|
||
|
||
The :mod:`!sqlite3` module supports ``qmark``, ``numeric``,
|
||
and ``named`` DB-API parameter styles,
|
||
because that is what the underlying SQLite library supports.
|
||
However, the DB-API does not allow multiple values for
|
||
the ``paramstyle`` attribute.
|
||
|
||
.. data:: sqlite_version
|
||
|
||
Version number of the runtime SQLite library as a :class:`string <str>`.
|
||
|
||
.. data:: sqlite_version_info
|
||
|
||
Version number of the runtime SQLite library as a :class:`tuple` of
|
||
:class:`integers <int>`.
|
||
|
||
.. data:: threadsafety
|
||
|
||
Integer constant required by the DB-API 2.0, stating the level of thread
|
||
safety the :mod:`!sqlite3` module supports. This attribute is set based on
|
||
the default `threading mode <https://sqlite.org/threadsafe.html>`_ the
|
||
underlying SQLite library is compiled with. The SQLite threading modes are:
|
||
|
||
1. **Single-thread**: In this mode, all mutexes are disabled and SQLite is
|
||
unsafe to use in more than a single thread at once.
|
||
2. **Multi-thread**: In this mode, SQLite can be safely used by multiple
|
||
threads provided that no single database connection is used
|
||
simultaneously in two or more threads.
|
||
3. **Serialized**: In serialized mode, SQLite can be safely used by
|
||
multiple threads with no restriction.
|
||
|
||
The mappings from SQLite threading modes to DB-API 2.0 threadsafety levels
|
||
are as follows:
|
||
|
||
+------------------+-----------------+----------------------+-------------------------------+
|
||
| SQLite threading | `threadsafety`_ | `SQLITE_THREADSAFE`_ | DB-API 2.0 meaning |
|
||
| mode | | | |
|
||
+==================+=================+======================+===============================+
|
||
| single-thread | 0 | 0 | Threads may not share the |
|
||
| | | | module |
|
||
+------------------+-----------------+----------------------+-------------------------------+
|
||
| multi-thread | 1 | 2 | Threads may share the module, |
|
||
| | | | but not connections |
|
||
+------------------+-----------------+----------------------+-------------------------------+
|
||
| serialized | 3 | 1 | Threads may share the module, |
|
||
| | | | connections and cursors |
|
||
+------------------+-----------------+----------------------+-------------------------------+
|
||
|
||
.. _threadsafety: https://peps.python.org/pep-0249/#threadsafety
|
||
.. _SQLITE_THREADSAFE: https://sqlite.org/compile.html#threadsafe
|
||
|
||
.. versionchanged:: 3.11
|
||
Set *threadsafety* dynamically instead of hard-coding it to ``1``.
|
||
|
||
.. data:: version
|
||
|
||
Version number of this module as a :class:`string <str>`.
|
||
This is not the version of the SQLite library.
|
||
|
||
.. deprecated-removed:: 3.12 3.14
|
||
This constant used to reflect the version number of the ``pysqlite``
|
||
package, a third-party library which used to upstream changes to
|
||
:mod:`!sqlite3`. Today, it carries no meaning or practical value.
|
||
|
||
.. data:: version_info
|
||
|
||
Version number of this module as a :class:`tuple` of :class:`integers <int>`.
|
||
This is not the version of the SQLite library.
|
||
|
||
.. deprecated-removed:: 3.12 3.14
|
||
This constant used to reflect the version number of the ``pysqlite``
|
||
package, a third-party library which used to upstream changes to
|
||
:mod:`!sqlite3`. Today, it carries no meaning or practical value.
|
||
|
||
|
||
.. _sqlite3-connection-objects:
|
||
|
||
Connection objects
|
||
^^^^^^^^^^^^^^^^^^
|
||
|
||
.. class:: Connection
|
||
|
||
Each open SQLite database is represented by a ``Connection`` object,
|
||
which is created using :func:`sqlite3.connect`.
|
||
Their main purpose is creating :class:`Cursor` objects,
|
||
and :ref:`sqlite3-controlling-transactions`.
|
||
|
||
.. seealso::
|
||
|
||
* :ref:`sqlite3-connection-shortcuts`
|
||
* :ref:`sqlite3-connection-context-manager`
|
||
|
||
An SQLite database connection has the following attributes and methods:
|
||
|
||
.. method:: cursor(factory=Cursor)
|
||
|
||
Create and return a :class:`Cursor` object.
|
||
The cursor method accepts a single optional parameter *factory*. If
|
||
supplied, this must be a callable returning an instance of :class:`Cursor`
|
||
or its subclasses.
|
||
|
||
.. method:: blobopen(table, column, row, /, *, readonly=False, name="main")
|
||
|
||
Open a :class:`Blob` handle to an existing
|
||
:abbr:`BLOB (Binary Large OBject)`.
|
||
|
||
:param str table:
|
||
The name of the table where the blob is located.
|
||
|
||
:param str column:
|
||
The name of the column where the blob is located.
|
||
|
||
:param str row:
|
||
The name of the row where the blob is located.
|
||
|
||
:param bool readonly:
|
||
Set to ``True`` if the blob should be opened without write
|
||
permissions.
|
||
Defaults to ``False``.
|
||
|
||
:param str name:
|
||
The name of the database where the blob is located.
|
||
Defaults to ``"main"``.
|
||
|
||
:raises OperationalError:
|
||
When trying to open a blob in a ``WITHOUT ROWID`` table.
|
||
|
||
:rtype: Blob
|
||
|
||
.. note::
|
||
|
||
The blob size cannot be changed using the :class:`Blob` class.
|
||
Use the SQL function ``zeroblob`` to create a blob with a fixed size.
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
.. method:: commit()
|
||
|
||
Commit any pending transaction to the database.
|
||
If :attr:`autocommit` is ``True``, or there is no open transaction,
|
||
this method does nothing.
|
||
If :attr:`!autocommit` is ``False``, a new transaction is implicitly
|
||
opened if a pending transaction was committed by this method.
|
||
|
||
.. method:: rollback()
|
||
|
||
Roll back to the start of any pending transaction.
|
||
If :attr:`autocommit` is ``True``, or there is no open transaction,
|
||
this method does nothing.
|
||
If :attr:`!autocommit` is ``False``, a new transaction is implicitly
|
||
opened if a pending transaction was rolled back by this method.
|
||
|
||
.. method:: close()
|
||
|
||
Close the database connection.
|
||
If :attr:`autocommit` is ``False``,
|
||
any pending transaction is implicitly rolled back.
|
||
If :attr:`!autocommit` is ``True`` or :data:`LEGACY_TRANSACTION_CONTROL`,
|
||
no implicit transaction control is executed.
|
||
Make sure to :meth:`commit` before closing
|
||
to avoid losing pending changes.
|
||
|
||
.. method:: execute(sql, parameters=(), /)
|
||
|
||
Create a new :class:`Cursor` object and call
|
||
:meth:`~Cursor.execute` on it with the given *sql* and *parameters*.
|
||
Return the new cursor object.
|
||
|
||
.. method:: executemany(sql, parameters, /)
|
||
|
||
Create a new :class:`Cursor` object and call
|
||
:meth:`~Cursor.executemany` on it with the given *sql* and *parameters*.
|
||
Return the new cursor object.
|
||
|
||
.. method:: executescript(sql_script, /)
|
||
|
||
Create a new :class:`Cursor` object and call
|
||
:meth:`~Cursor.executescript` on it with the given *sql_script*.
|
||
Return the new cursor object.
|
||
|
||
.. method:: create_function(name, narg, func, *, deterministic=False)
|
||
|
||
Create or remove a user-defined SQL function.
|
||
|
||
:param str name:
|
||
The name of the SQL function.
|
||
|
||
:param int narg:
|
||
The number of arguments the SQL function can accept.
|
||
If ``-1``, it may take any number of arguments.
|
||
|
||
:param func:
|
||
A callable that is called when the SQL function is invoked.
|
||
The callable must return :ref:`a type natively supported by SQLite
|
||
<sqlite3-types>`.
|
||
Set to ``None`` to remove an existing SQL function.
|
||
:type func: :term:`callback` | None
|
||
|
||
:param bool deterministic:
|
||
If ``True``, the created SQL function is marked as
|
||
`deterministic <https://sqlite.org/deterministic.html>`_,
|
||
which allows SQLite to perform additional optimizations.
|
||
|
||
:raises NotSupportedError:
|
||
If *deterministic* is used with SQLite versions older than 3.8.3.
|
||
|
||
.. versionadded:: 3.8
|
||
The *deterministic* parameter.
|
||
|
||
Example:
|
||
|
||
.. doctest::
|
||
|
||
>>> import hashlib
|
||
>>> def md5sum(t):
|
||
... return hashlib.md5(t).hexdigest()
|
||
>>> con = sqlite3.connect(":memory:")
|
||
>>> con.create_function("md5", 1, md5sum)
|
||
>>> for row in con.execute("SELECT md5(?)", (b"foo",)):
|
||
... print(row)
|
||
('acbd18db4cc2f85cedef654fccc4a4d8',)
|
||
|
||
|
||
.. method:: create_aggregate(name, /, n_arg, aggregate_class)
|
||
|
||
Create or remove a user-defined SQL aggregate function.
|
||
|
||
:param str name:
|
||
The name of the SQL aggregate function.
|
||
|
||
:param int n_arg:
|
||
The number of arguments the SQL aggregate function can accept.
|
||
If ``-1``, it may take any number of arguments.
|
||
|
||
:param aggregate_class:
|
||
A class must implement the following methods:
|
||
|
||
* ``step()``: Add a row to the aggregate.
|
||
* ``finalize()``: Return the final result of the aggregate as
|
||
:ref:`a type natively supported by SQLite <sqlite3-types>`.
|
||
|
||
The number of arguments that the ``step()`` method must accept
|
||
is controlled by *n_arg*.
|
||
|
||
Set to ``None`` to remove an existing SQL aggregate function.
|
||
:type aggregate_class: :term:`class` | None
|
||
|
||
Example:
|
||
|
||
.. testcode::
|
||
|
||
class MySum:
|
||
def __init__(self):
|
||
self.count = 0
|
||
|
||
def step(self, value):
|
||
self.count += value
|
||
|
||
def finalize(self):
|
||
return self.count
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
con.create_aggregate("mysum", 1, MySum)
|
||
cur = con.execute("CREATE TABLE test(i)")
|
||
cur.execute("INSERT INTO test(i) VALUES(1)")
|
||
cur.execute("INSERT INTO test(i) VALUES(2)")
|
||
cur.execute("SELECT mysum(i) FROM test")
|
||
print(cur.fetchone()[0])
|
||
|
||
con.close()
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
3
|
||
|
||
|
||
.. method:: create_window_function(name, num_params, aggregate_class, /)
|
||
|
||
Create or remove a user-defined aggregate window function.
|
||
|
||
:param str name:
|
||
The name of the SQL aggregate window function to create or remove.
|
||
|
||
:param int num_params:
|
||
The number of arguments the SQL aggregate window function can accept.
|
||
If ``-1``, it may take any number of arguments.
|
||
|
||
:param aggregate_class:
|
||
A class that must implement the following methods:
|
||
|
||
* ``step()``: Add a row to the current window.
|
||
* ``value()``: Return the current value of the aggregate.
|
||
* ``inverse()``: Remove a row from the current window.
|
||
* ``finalize()``: Return the final result of the aggregate as
|
||
:ref:`a type natively supported by SQLite <sqlite3-types>`.
|
||
|
||
The number of arguments that the ``step()`` and ``value()`` methods
|
||
must accept is controlled by *num_params*.
|
||
|
||
Set to ``None`` to remove an existing SQL aggregate window function.
|
||
|
||
:raises NotSupportedError:
|
||
If used with a version of SQLite older than 3.25.0,
|
||
which does not support aggregate window functions.
|
||
|
||
:type aggregate_class: :term:`class` | None
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
Example:
|
||
|
||
.. testcode::
|
||
|
||
# Example taken from https://www.sqlite.org/windowfunctions.html#udfwinfunc
|
||
class WindowSumInt:
|
||
def __init__(self):
|
||
self.count = 0
|
||
|
||
def step(self, value):
|
||
"""Add a row to the current window."""
|
||
self.count += value
|
||
|
||
def value(self):
|
||
"""Return the current value of the aggregate."""
|
||
return self.count
|
||
|
||
def inverse(self, value):
|
||
"""Remove a row from the current window."""
|
||
self.count -= value
|
||
|
||
def finalize(self):
|
||
"""Return the final value of the aggregate.
|
||
|
||
Any clean-up actions should be placed here.
|
||
"""
|
||
return self.count
|
||
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
cur = con.execute("CREATE TABLE test(x, y)")
|
||
values = [
|
||
("a", 4),
|
||
("b", 5),
|
||
("c", 3),
|
||
("d", 8),
|
||
("e", 1),
|
||
]
|
||
cur.executemany("INSERT INTO test VALUES(?, ?)", values)
|
||
con.create_window_function("sumint", 1, WindowSumInt)
|
||
cur.execute("""
|
||
SELECT x, sumint(y) OVER (
|
||
ORDER BY x ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING
|
||
) AS sum_y
|
||
FROM test ORDER BY x
|
||
""")
|
||
print(cur.fetchall())
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
[('a', 9), ('b', 12), ('c', 16), ('d', 12), ('e', 9)]
|
||
|
||
.. method:: create_collation(name, callable)
|
||
|
||
Create a collation named *name* using the collating function *callable*.
|
||
*callable* is passed two :class:`string <str>` arguments,
|
||
and it should return an :class:`integer <int>`:
|
||
|
||
* ``1`` if the first is ordered higher than the second
|
||
* ``-1`` if the first is ordered lower than the second
|
||
* ``0`` if they are ordered equal
|
||
|
||
The following example shows a reverse sorting collation:
|
||
|
||
.. testcode::
|
||
|
||
def collate_reverse(string1, string2):
|
||
if string1 == string2:
|
||
return 0
|
||
elif string1 < string2:
|
||
return 1
|
||
else:
|
||
return -1
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
con.create_collation("reverse", collate_reverse)
|
||
|
||
cur = con.execute("CREATE TABLE test(x)")
|
||
cur.executemany("INSERT INTO test(x) VALUES(?)", [("a",), ("b",)])
|
||
cur.execute("SELECT x FROM test ORDER BY x COLLATE reverse")
|
||
for row in cur:
|
||
print(row)
|
||
con.close()
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
('b',)
|
||
('a',)
|
||
|
||
Remove a collation function by setting *callable* to ``None``.
|
||
|
||
.. versionchanged:: 3.11
|
||
The collation name can contain any Unicode character. Earlier, only
|
||
ASCII characters were allowed.
|
||
|
||
|
||
.. method:: interrupt()
|
||
|
||
Call this method from a different thread to abort any queries that might
|
||
be executing on the connection.
|
||
Aborted queries will raise an exception.
|
||
|
||
|
||
.. method:: set_authorizer(authorizer_callback)
|
||
|
||
Register callable *authorizer_callback* to be invoked for each attempt to
|
||
access a column of a table in the database. The callback should return
|
||
one of :const:`SQLITE_OK`, :const:`SQLITE_DENY`, or :const:`SQLITE_IGNORE`
|
||
to signal how access to the column should be handled
|
||
by the underlying SQLite library.
|
||
|
||
The first argument to the callback signifies what kind of operation is to be
|
||
authorized. The second and third argument will be arguments or ``None``
|
||
depending on the first argument. The 4th argument is the name of the database
|
||
("main", "temp", etc.) if applicable. The 5th argument is the name of the
|
||
inner-most trigger or view that is responsible for the access attempt or
|
||
``None`` if this access attempt is directly from input SQL code.
|
||
|
||
Please consult the SQLite documentation about the possible values for the first
|
||
argument and the meaning of the second and third argument depending on the first
|
||
one. All necessary constants are available in the :mod:`!sqlite3` module.
|
||
|
||
Passing ``None`` as *authorizer_callback* will disable the authorizer.
|
||
|
||
.. versionchanged:: 3.11
|
||
Added support for disabling the authorizer using ``None``.
|
||
|
||
|
||
.. method:: set_progress_handler(progress_handler, n)
|
||
|
||
Register callable *progress_handler* to be invoked for every *n*
|
||
instructions of the SQLite virtual machine. This is useful if you want to
|
||
get called from SQLite during long-running operations, for example to update
|
||
a GUI.
|
||
|
||
If you want to clear any previously installed progress handler, call the
|
||
method with ``None`` for *progress_handler*.
|
||
|
||
Returning a non-zero value from the handler function will terminate the
|
||
currently executing query and cause it to raise a :exc:`DatabaseError`
|
||
exception.
|
||
|
||
|
||
.. method:: set_trace_callback(trace_callback)
|
||
|
||
Register callable *trace_callback* to be invoked for each SQL statement
|
||
that is actually executed by the SQLite backend.
|
||
|
||
The only argument passed to the callback is the statement (as
|
||
:class:`str`) that is being executed. The return value of the callback is
|
||
ignored. Note that the backend does not only run statements passed to the
|
||
:meth:`Cursor.execute` methods. Other sources include the
|
||
:ref:`transaction management <sqlite3-controlling-transactions>` of the
|
||
:mod:`!sqlite3` module and the execution of triggers defined in the current
|
||
database.
|
||
|
||
Passing ``None`` as *trace_callback* will disable the trace callback.
|
||
|
||
.. note::
|
||
Exceptions raised in the trace callback are not propagated. As a
|
||
development and debugging aid, use
|
||
:meth:`~sqlite3.enable_callback_tracebacks` to enable printing
|
||
tracebacks from exceptions raised in the trace callback.
|
||
|
||
.. versionadded:: 3.3
|
||
|
||
|
||
.. method:: enable_load_extension(enabled, /)
|
||
|
||
Enable the SQLite engine to load SQLite extensions from shared libraries
|
||
if *enabled* is ``True``;
|
||
else, disallow loading SQLite extensions.
|
||
SQLite extensions can define new functions,
|
||
aggregates or whole new virtual table implementations. One well-known
|
||
extension is the fulltext-search extension distributed with SQLite.
|
||
|
||
.. note::
|
||
|
||
The :mod:`!sqlite3` module is not built with loadable extension support by
|
||
default, because some platforms (notably macOS) have SQLite
|
||
libraries which are compiled without this feature.
|
||
To get loadable extension support,
|
||
you must pass the :option:`--enable-loadable-sqlite-extensions` option
|
||
to :program:`configure`.
|
||
|
||
.. audit-event:: sqlite3.enable_load_extension connection,enabled sqlite3.Connection.enable_load_extension
|
||
|
||
.. versionadded:: 3.2
|
||
|
||
.. versionchanged:: 3.10
|
||
Added the ``sqlite3.enable_load_extension`` auditing event.
|
||
|
||
.. testsetup:: sqlite3.loadext
|
||
|
||
import sqlite3
|
||
con = sqlite3.connect(":memory:")
|
||
|
||
.. testcode:: sqlite3.loadext
|
||
:skipif: True # not testable at the moment
|
||
|
||
con.enable_load_extension(True)
|
||
|
||
# Load the fulltext search extension
|
||
con.execute("select load_extension('./fts3.so')")
|
||
|
||
# alternatively you can load the extension using an API call:
|
||
# con.load_extension("./fts3.so")
|
||
|
||
# disable extension loading again
|
||
con.enable_load_extension(False)
|
||
|
||
# example from SQLite wiki
|
||
con.execute("CREATE VIRTUAL TABLE recipe USING fts3(name, ingredients)")
|
||
con.executescript("""
|
||
INSERT INTO recipe (name, ingredients) VALUES('broccoli stew', 'broccoli peppers cheese tomatoes');
|
||
INSERT INTO recipe (name, ingredients) VALUES('pumpkin stew', 'pumpkin onions garlic celery');
|
||
INSERT INTO recipe (name, ingredients) VALUES('broccoli pie', 'broccoli cheese onions flour');
|
||
INSERT INTO recipe (name, ingredients) VALUES('pumpkin pie', 'pumpkin sugar flour butter');
|
||
""")
|
||
for row in con.execute("SELECT rowid, name, ingredients FROM recipe WHERE name MATCH 'pie'"):
|
||
print(row)
|
||
|
||
con.close()
|
||
|
||
.. testoutput:: sqlite3.loadext
|
||
:hide:
|
||
|
||
(2, 'broccoli pie', 'broccoli cheese onions flour')
|
||
(3, 'pumpkin pie', 'pumpkin sugar flour butter')
|
||
|
||
.. method:: load_extension(path, /)
|
||
|
||
Load an SQLite extension from a shared library located at *path*.
|
||
Enable extension loading with :meth:`enable_load_extension` before
|
||
calling this method.
|
||
|
||
.. audit-event:: sqlite3.load_extension connection,path sqlite3.Connection.load_extension
|
||
|
||
.. versionadded:: 3.2
|
||
|
||
.. versionchanged:: 3.10
|
||
Added the ``sqlite3.load_extension`` auditing event.
|
||
|
||
.. method:: iterdump
|
||
|
||
Return an :term:`iterator` to dump the database as SQL source code.
|
||
Useful when saving an in-memory database for later restoration.
|
||
Similar to the ``.dump`` command in the :program:`sqlite3` shell.
|
||
|
||
Example:
|
||
|
||
.. testcode::
|
||
|
||
# Convert file example.db to SQL dump file dump.sql
|
||
con = sqlite3.connect('example.db')
|
||
with open('dump.sql', 'w') as f:
|
||
for line in con.iterdump():
|
||
f.write('%s\n' % line)
|
||
con.close()
|
||
|
||
|
||
.. method:: backup(target, *, pages=-1, progress=None, name="main", sleep=0.250)
|
||
|
||
Create a backup of an SQLite database.
|
||
|
||
Works even if the database is being accessed by other clients
|
||
or concurrently by the same connection.
|
||
|
||
:param Connection target:
|
||
The database connection to save the backup to.
|
||
|
||
:param int pages:
|
||
The number of pages to copy at a time.
|
||
If equal to or less than ``0``,
|
||
the entire database is copied in a single step.
|
||
Defaults to ``-1``.
|
||
|
||
:param progress:
|
||
If set to a callable, it is invoked with three integer arguments for
|
||
every backup iteration:
|
||
the *status* of the last iteration,
|
||
the *remaining* number of pages still to be copied,
|
||
and the *total* number of pages.
|
||
Defaults to ``None``.
|
||
:type progress: :term:`callback` | None
|
||
|
||
:param str name:
|
||
The name of the database to back up.
|
||
Either ``"main"`` (the default) for the main database,
|
||
``"temp"`` for the temporary database,
|
||
or the name of a custom database as attached using the
|
||
``ATTACH DATABASE`` SQL statement.
|
||
|
||
:param float sleep:
|
||
The number of seconds to sleep between successive attempts
|
||
to back up remaining pages.
|
||
|
||
Example 1, copy an existing database into another:
|
||
|
||
.. testcode::
|
||
|
||
def progress(status, remaining, total):
|
||
print(f'Copied {total-remaining} of {total} pages...')
|
||
|
||
src = sqlite3.connect('example.db')
|
||
dst = sqlite3.connect('backup.db')
|
||
with dst:
|
||
src.backup(dst, pages=1, progress=progress)
|
||
dst.close()
|
||
src.close()
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
Copied 0 of 0 pages...
|
||
|
||
Example 2, copy an existing database into a transient copy:
|
||
|
||
.. testcode::
|
||
|
||
src = sqlite3.connect('example.db')
|
||
dst = sqlite3.connect(':memory:')
|
||
src.backup(dst)
|
||
|
||
.. versionadded:: 3.7
|
||
|
||
.. method:: getlimit(category, /)
|
||
|
||
Get a connection runtime limit.
|
||
|
||
:param int category:
|
||
The `SQLite limit category`_ to be queried.
|
||
|
||
:rtype: int
|
||
|
||
:raises ProgrammingError:
|
||
If *category* is not recognised by the underlying SQLite library.
|
||
|
||
Example, query the maximum length of an SQL statement
|
||
for :class:`Connection` ``con`` (the default is 1000000000):
|
||
|
||
.. testsetup:: sqlite3.limits
|
||
|
||
import sqlite3
|
||
con = sqlite3.connect(":memory:")
|
||
con.setlimit(sqlite3.SQLITE_LIMIT_SQL_LENGTH, 1_000_000_000)
|
||
con.setlimit(sqlite3.SQLITE_LIMIT_ATTACHED, 10)
|
||
|
||
.. doctest:: sqlite3.limits
|
||
|
||
>>> con.getlimit(sqlite3.SQLITE_LIMIT_SQL_LENGTH)
|
||
1000000000
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
|
||
.. method:: setlimit(category, limit, /)
|
||
|
||
Set a connection runtime limit.
|
||
Attempts to increase a limit above its hard upper bound are silently
|
||
truncated to the hard upper bound. Regardless of whether or not the limit
|
||
was changed, the prior value of the limit is returned.
|
||
|
||
:param int category:
|
||
The `SQLite limit category`_ to be set.
|
||
|
||
:param int limit:
|
||
The value of the new limit.
|
||
If negative, the current limit is unchanged.
|
||
|
||
:rtype: int
|
||
|
||
:raises ProgrammingError:
|
||
If *category* is not recognised by the underlying SQLite library.
|
||
|
||
Example, limit the number of attached databases to 1
|
||
for :class:`Connection` ``con`` (the default limit is 10):
|
||
|
||
.. doctest:: sqlite3.limits
|
||
|
||
>>> con.setlimit(sqlite3.SQLITE_LIMIT_ATTACHED, 1)
|
||
10
|
||
>>> con.getlimit(sqlite3.SQLITE_LIMIT_ATTACHED)
|
||
1
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
.. _SQLite limit category: https://www.sqlite.org/c3ref/c_limit_attached.html
|
||
|
||
|
||
.. method:: serialize(*, name="main")
|
||
|
||
Serialize a database into a :class:`bytes` object. For an
|
||
ordinary on-disk database file, the serialization is just a copy of the
|
||
disk file. For an in-memory database or a "temp" database, the
|
||
serialization is the same sequence of bytes which would be written to
|
||
disk if that database were backed up to disk.
|
||
|
||
:param str name:
|
||
The database name to be serialized.
|
||
Defaults to ``"main"``.
|
||
|
||
:rtype: bytes
|
||
|
||
.. note::
|
||
|
||
This method is only available if the underlying SQLite library has the
|
||
serialize API.
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
|
||
.. method:: deserialize(data, /, *, name="main")
|
||
|
||
Deserialize a :meth:`serialized <serialize>` database into a
|
||
:class:`Connection`.
|
||
This method causes the database connection to disconnect from database
|
||
*name*, and reopen *name* as an in-memory database based on the
|
||
serialization contained in *data*.
|
||
|
||
:param bytes data:
|
||
A serialized database.
|
||
|
||
:param str name:
|
||
The database name to deserialize into.
|
||
Defaults to ``"main"``.
|
||
|
||
:raises OperationalError:
|
||
If the database connection is currently involved in a read
|
||
transaction or a backup operation.
|
||
|
||
:raises DatabaseError:
|
||
If *data* does not contain a valid SQLite database.
|
||
|
||
:raises OverflowError:
|
||
If :func:`len(data) <len>` is larger than ``2**63 - 1``.
|
||
|
||
.. note::
|
||
|
||
This method is only available if the underlying SQLite library has the
|
||
deserialize API.
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
.. attribute:: autocommit
|
||
|
||
This attribute controls :pep:`249`-compliant transaction behaviour.
|
||
:attr:`!autocommit` has three allowed values:
|
||
|
||
* ``False``: Select :pep:`249`-compliant transaction behaviour,
|
||
implying that :mod:`!sqlite3` ensures a transaction is always open.
|
||
Use :meth:`commit` and :meth:`rollback` to close transactions.
|
||
|
||
This is the recommended value of :attr:`!autocommit`.
|
||
|
||
* ``True``: Use SQLite's `autocommit mode`_.
|
||
:meth:`commit` and :meth:`rollback` have no effect in this mode.
|
||
|
||
* :data:`LEGACY_TRANSACTION_CONTROL`:
|
||
Pre-Python 3.12 (non-:pep:`249`-compliant) transaction control.
|
||
See :attr:`isolation_level` for more details.
|
||
|
||
This is currently the default value of :attr:`!autocommit`.
|
||
|
||
Changing :attr:`!autocommit` to ``False`` will open a new transaction,
|
||
and changing it to ``True`` will commit any pending transaction.
|
||
|
||
See :ref:`sqlite3-transaction-control-autocommit` for more details.
|
||
|
||
.. note::
|
||
|
||
The :attr:`isolation_level` attribute has no effect unless
|
||
:attr:`autocommit` is :data:`LEGACY_TRANSACTION_CONTROL`.
|
||
|
||
.. versionadded:: 3.12
|
||
|
||
.. attribute:: in_transaction
|
||
|
||
This read-only attribute corresponds to the low-level SQLite
|
||
`autocommit mode`_.
|
||
|
||
``True`` if a transaction is active (there are uncommitted changes),
|
||
``False`` otherwise.
|
||
|
||
.. versionadded:: 3.2
|
||
|
||
.. attribute:: isolation_level
|
||
|
||
Controls the :ref:`legacy transaction handling mode
|
||
<sqlite3-transaction-control-isolation-level>` of :mod:`!sqlite3`.
|
||
If set to ``None``, transactions are never implicitly opened.
|
||
If set to one of ``"DEFERRED"``, ``"IMMEDIATE"``, or ``"EXCLUSIVE"``,
|
||
corresponding to the underlying `SQLite transaction behaviour`_,
|
||
:ref:`implicit transaction management
|
||
<sqlite3-transaction-control-isolation-level>` is performed.
|
||
|
||
If not overridden by the *isolation_level* parameter of :func:`connect`,
|
||
the default is ``""``, which is an alias for ``"DEFERRED"``.
|
||
|
||
.. note::
|
||
|
||
Using :attr:`autocommit` to control transaction handling is
|
||
recommended over using :attr:`!isolation_level`.
|
||
:attr:`!isolation_level` has no effect unless :attr:`autocommit` is
|
||
set to :data:`LEGACY_TRANSACTION_CONTROL` (the default).
|
||
|
||
.. attribute:: row_factory
|
||
|
||
The initial :attr:`~Cursor.row_factory`
|
||
for :class:`Cursor` objects created from this connection.
|
||
Assigning to this attribute does not affect the :attr:`!row_factory`
|
||
of existing cursors belonging to this connection, only new ones.
|
||
Is ``None`` by default,
|
||
meaning each row is returned as a :class:`tuple`.
|
||
|
||
See :ref:`sqlite3-howto-row-factory` for more details.
|
||
|
||
.. attribute:: text_factory
|
||
|
||
A callable that accepts a :class:`bytes` parameter and returns a text
|
||
representation of it.
|
||
The callable is invoked for SQLite values with the ``TEXT`` data type.
|
||
By default, this attribute is set to :class:`str`.
|
||
If you want to return ``bytes`` instead, set *text_factory* to ``bytes``.
|
||
|
||
Example:
|
||
|
||
.. testcode::
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
cur = con.cursor()
|
||
|
||
AUSTRIA = "Österreich"
|
||
|
||
# by default, rows are returned as str
|
||
cur.execute("SELECT ?", (AUSTRIA,))
|
||
row = cur.fetchone()
|
||
assert row[0] == AUSTRIA
|
||
|
||
# but we can make sqlite3 always return bytestrings ...
|
||
con.text_factory = bytes
|
||
cur.execute("SELECT ?", (AUSTRIA,))
|
||
row = cur.fetchone()
|
||
assert type(row[0]) is bytes
|
||
# the bytestrings will be encoded in UTF-8, unless you stored garbage in the
|
||
# database ...
|
||
assert row[0] == AUSTRIA.encode("utf-8")
|
||
|
||
# we can also implement a custom text_factory ...
|
||
# here we implement one that appends "foo" to all strings
|
||
con.text_factory = lambda x: x.decode("utf-8") + "foo"
|
||
cur.execute("SELECT ?", ("bar",))
|
||
row = cur.fetchone()
|
||
assert row[0] == "barfoo"
|
||
|
||
con.close()
|
||
|
||
.. attribute:: total_changes
|
||
|
||
Return the total number of database rows that have been modified, inserted, or
|
||
deleted since the database connection was opened.
|
||
|
||
|
||
.. _sqlite3-cursor-objects:
|
||
|
||
Cursor objects
|
||
^^^^^^^^^^^^^^
|
||
|
||
A ``Cursor`` object represents a `database cursor`_
|
||
which is used to execute SQL statements,
|
||
and manage the context of a fetch operation.
|
||
Cursors are created using :meth:`Connection.cursor`,
|
||
or by using any of the :ref:`connection shortcut methods
|
||
<sqlite3-connection-shortcuts>`.
|
||
|
||
Cursor objects are :term:`iterators <iterator>`,
|
||
meaning that if you :meth:`~Cursor.execute` a ``SELECT`` query,
|
||
you can simply iterate over the cursor to fetch the resulting rows:
|
||
|
||
.. testsetup:: sqlite3.cursor
|
||
|
||
import sqlite3
|
||
con = sqlite3.connect(":memory:", isolation_level=None)
|
||
cur = con.execute("CREATE TABLE data(t)")
|
||
cur.execute("INSERT INTO data VALUES(1)")
|
||
|
||
.. testcode:: sqlite3.cursor
|
||
|
||
for row in cur.execute("SELECT t FROM data"):
|
||
print(row)
|
||
|
||
.. testoutput:: sqlite3.cursor
|
||
:hide:
|
||
|
||
(1,)
|
||
|
||
.. _database cursor: https://en.wikipedia.org/wiki/Cursor_(databases)
|
||
|
||
.. class:: Cursor
|
||
|
||
A :class:`Cursor` instance has the following attributes and methods.
|
||
|
||
.. index:: single: ? (question mark); in SQL statements
|
||
.. index:: single: : (colon); in SQL statements
|
||
|
||
.. method:: execute(sql, parameters=(), /)
|
||
|
||
Execute SQL statement *sql*.
|
||
Bind values to the statement using :ref:`placeholders
|
||
<sqlite3-placeholders>` that map to the :term:`sequence` or :class:`dict`
|
||
*parameters*.
|
||
|
||
:meth:`execute` will only execute a single SQL statement. If you try to execute
|
||
more than one statement with it, it will raise a :exc:`ProgrammingError`. Use
|
||
:meth:`executescript` if you want to execute multiple SQL statements with one
|
||
call.
|
||
|
||
If :attr:`~Connection.autocommit` is
|
||
:data:`LEGACY_TRANSACTION_CONTROL`,
|
||
:attr:`~Connection.isolation_level` is not ``None``,
|
||
*sql* is an ``INSERT``, ``UPDATE``, ``DELETE``, or ``REPLACE`` statement,
|
||
and there is no open transaction,
|
||
a transaction is implicitly opened before executing *sql*.
|
||
|
||
|
||
.. method:: executemany(sql, parameters, /)
|
||
|
||
Execute :ref:`parameterized <sqlite3-placeholders>` SQL statement *sql*
|
||
against all parameter sequences or mappings found in the sequence
|
||
*parameters*. It is also possible to use an
|
||
:term:`iterator` yielding parameters instead of a sequence.
|
||
Uses the same implicit transaction handling as :meth:`~Cursor.execute`.
|
||
|
||
Example:
|
||
|
||
.. testcode:: sqlite3.cursor
|
||
|
||
rows = [
|
||
("row1",),
|
||
("row2",),
|
||
]
|
||
# cur is an sqlite3.Cursor object
|
||
cur.executemany("INSERT INTO data VALUES(?)", rows)
|
||
|
||
.. method:: executescript(sql_script, /)
|
||
|
||
Execute the SQL statements in *sql_script*.
|
||
If the :attr:`~Connection.autocommit` is
|
||
:data:`LEGACY_TRANSACTION_CONTROL`
|
||
and there is a pending transaction,
|
||
an implicit ``COMMIT`` statement is executed first.
|
||
No other implicit transaction control is performed;
|
||
any transaction control must be added to *sql_script*.
|
||
|
||
*sql_script* must be a :class:`string <str>`.
|
||
|
||
Example:
|
||
|
||
.. testcode:: sqlite3.cursor
|
||
|
||
# cur is an sqlite3.Cursor object
|
||
cur.executescript("""
|
||
BEGIN;
|
||
CREATE TABLE person(firstname, lastname, age);
|
||
CREATE TABLE book(title, author, published);
|
||
CREATE TABLE publisher(name, address);
|
||
COMMIT;
|
||
""")
|
||
|
||
|
||
.. method:: fetchone()
|
||
|
||
If :attr:`~Cursor.row_factory` is ``None``,
|
||
return the next row query result set as a :class:`tuple`.
|
||
Else, pass it to the row factory and return its result.
|
||
Return ``None`` if no more data is available.
|
||
|
||
|
||
.. method:: fetchmany(size=cursor.arraysize)
|
||
|
||
Return the next set of rows of a query result as a :class:`list`.
|
||
Return an empty list if no more rows are available.
|
||
|
||
The number of rows to fetch per call is specified by the *size* parameter.
|
||
If *size* is not given, :attr:`arraysize` determines the number of rows
|
||
to be fetched.
|
||
If fewer than *size* rows are available,
|
||
as many rows as are available are returned.
|
||
|
||
Note there are performance considerations involved with the *size* parameter.
|
||
For optimal performance, it is usually best to use the arraysize attribute.
|
||
If the *size* parameter is used, then it is best for it to retain the same
|
||
value from one :meth:`fetchmany` call to the next.
|
||
|
||
.. method:: fetchall()
|
||
|
||
Return all (remaining) rows of a query result as a :class:`list`.
|
||
Return an empty list if no rows are available.
|
||
Note that the :attr:`arraysize` attribute can affect the performance of
|
||
this operation.
|
||
|
||
.. method:: close()
|
||
|
||
Close the cursor now (rather than whenever ``__del__`` is called).
|
||
|
||
The cursor will be unusable from this point forward; a :exc:`ProgrammingError`
|
||
exception will be raised if any operation is attempted with the cursor.
|
||
|
||
.. method:: setinputsizes(sizes, /)
|
||
|
||
Required by the DB-API. Does nothing in :mod:`!sqlite3`.
|
||
|
||
.. method:: setoutputsize(size, column=None, /)
|
||
|
||
Required by the DB-API. Does nothing in :mod:`!sqlite3`.
|
||
|
||
.. attribute:: arraysize
|
||
|
||
Read/write attribute that controls the number of rows returned by :meth:`fetchmany`.
|
||
The default value is 1 which means a single row would be fetched per call.
|
||
|
||
.. attribute:: connection
|
||
|
||
Read-only attribute that provides the SQLite database :class:`Connection`
|
||
belonging to the cursor. A :class:`Cursor` object created by
|
||
calling :meth:`con.cursor() <Connection.cursor>` will have a
|
||
:attr:`connection` attribute that refers to *con*:
|
||
|
||
.. doctest::
|
||
|
||
>>> con = sqlite3.connect(":memory:")
|
||
>>> cur = con.cursor()
|
||
>>> cur.connection == con
|
||
True
|
||
|
||
.. attribute:: description
|
||
|
||
Read-only attribute that provides the column names of the last query. To
|
||
remain compatible with the Python DB API, it returns a 7-tuple for each
|
||
column where the last six items of each tuple are ``None``.
|
||
|
||
It is set for ``SELECT`` statements without any matching rows as well.
|
||
|
||
.. attribute:: lastrowid
|
||
|
||
Read-only attribute that provides the row id of the last inserted row. It
|
||
is only updated after successful ``INSERT`` or ``REPLACE`` statements
|
||
using the :meth:`execute` method. For other statements, after
|
||
:meth:`executemany` or :meth:`executescript`, or if the insertion failed,
|
||
the value of ``lastrowid`` is left unchanged. The initial value of
|
||
``lastrowid`` is ``None``.
|
||
|
||
.. note::
|
||
Inserts into ``WITHOUT ROWID`` tables are not recorded.
|
||
|
||
.. versionchanged:: 3.6
|
||
Added support for the ``REPLACE`` statement.
|
||
|
||
.. attribute:: rowcount
|
||
|
||
Read-only attribute that provides the number of modified rows for
|
||
``INSERT``, ``UPDATE``, ``DELETE``, and ``REPLACE`` statements;
|
||
is ``-1`` for other statements,
|
||
including :abbr:`CTE (Common Table Expression)` queries.
|
||
It is only updated by the :meth:`execute` and :meth:`executemany` methods.
|
||
|
||
.. attribute:: row_factory
|
||
|
||
Control how a row fetched from this :class:`!Cursor` is represented.
|
||
If ``None``, a row is represented as a :class:`tuple`.
|
||
Can be set to the included :class:`sqlite3.Row`;
|
||
or a :term:`callable` that accepts two arguments,
|
||
a :class:`Cursor` object and the :class:`!tuple` of row values,
|
||
and returns a custom object representing an SQLite row.
|
||
|
||
Defaults to what :attr:`Connection.row_factory` was set to
|
||
when the :class:`!Cursor` was created.
|
||
Assigning to this attribute does not affect
|
||
:attr:`Connection.row_factory` of the parent connection.
|
||
|
||
See :ref:`sqlite3-howto-row-factory` for more details.
|
||
|
||
|
||
.. The sqlite3.Row example used to be a how-to. It has now been incorporated
|
||
into the Row reference. We keep the anchor here in order not to break
|
||
existing links.
|
||
|
||
.. _sqlite3-columns-by-name:
|
||
.. _sqlite3-row-objects:
|
||
|
||
Row objects
|
||
^^^^^^^^^^^
|
||
|
||
.. class:: Row
|
||
|
||
A :class:`!Row` instance serves as a highly optimized
|
||
:attr:`~Connection.row_factory` for :class:`Connection` objects.
|
||
It supports iteration, equality testing, :func:`len`,
|
||
and :term:`mapping` access by column name and index.
|
||
|
||
Two :class:`!Row` objects compare equal
|
||
if they have identical column names and values.
|
||
|
||
See :ref:`sqlite3-howto-row-factory` for more details.
|
||
|
||
.. method:: keys
|
||
|
||
Return a :class:`list` of column names as :class:`strings <str>`.
|
||
Immediately after a query,
|
||
it is the first member of each tuple in :attr:`Cursor.description`.
|
||
|
||
.. versionchanged:: 3.5
|
||
Added support of slicing.
|
||
|
||
|
||
.. _sqlite3-blob-objects:
|
||
|
||
Blob objects
|
||
^^^^^^^^^^^^
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
.. class:: Blob
|
||
|
||
A :class:`Blob` instance is a :term:`file-like object`
|
||
that can read and write data in an SQLite :abbr:`BLOB (Binary Large OBject)`.
|
||
Call :func:`len(blob) <len>` to get the size (number of bytes) of the blob.
|
||
Use indices and :term:`slices <slice>` for direct access to the blob data.
|
||
|
||
Use the :class:`Blob` as a :term:`context manager` to ensure that the blob
|
||
handle is closed after use.
|
||
|
||
.. testcode::
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
con.execute("CREATE TABLE test(blob_col blob)")
|
||
con.execute("INSERT INTO test(blob_col) VALUES(zeroblob(13))")
|
||
|
||
# Write to our blob, using two write operations:
|
||
with con.blobopen("test", "blob_col", 1) as blob:
|
||
blob.write(b"hello, ")
|
||
blob.write(b"world.")
|
||
# Modify the first and last bytes of our blob
|
||
blob[0] = ord("H")
|
||
blob[-1] = ord("!")
|
||
|
||
# Read the contents of our blob
|
||
with con.blobopen("test", "blob_col", 1) as blob:
|
||
greeting = blob.read()
|
||
|
||
print(greeting) # outputs "b'Hello, world!'"
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
b'Hello, world!'
|
||
|
||
.. method:: close()
|
||
|
||
Close the blob.
|
||
|
||
The blob will be unusable from this point onward. An
|
||
:class:`~sqlite3.Error` (or subclass) exception will be raised if any
|
||
further operation is attempted with the blob.
|
||
|
||
.. method:: read(length=-1, /)
|
||
|
||
Read *length* bytes of data from the blob at the current offset position.
|
||
If the end of the blob is reached, the data up to
|
||
:abbr:`EOF (End of File)` will be returned. When *length* is not
|
||
specified, or is negative, :meth:`~Blob.read` will read until the end of
|
||
the blob.
|
||
|
||
.. method:: write(data, /)
|
||
|
||
Write *data* to the blob at the current offset. This function cannot
|
||
change the blob length. Writing beyond the end of the blob will raise
|
||
:exc:`ValueError`.
|
||
|
||
.. method:: tell()
|
||
|
||
Return the current access position of the blob.
|
||
|
||
.. method:: seek(offset, origin=os.SEEK_SET, /)
|
||
|
||
Set the current access position of the blob to *offset*. The *origin*
|
||
argument defaults to :data:`os.SEEK_SET` (absolute blob positioning).
|
||
Other values for *origin* are :data:`os.SEEK_CUR` (seek relative to the
|
||
current position) and :data:`os.SEEK_END` (seek relative to the blob’s
|
||
end).
|
||
|
||
|
||
PrepareProtocol objects
|
||
^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
.. class:: PrepareProtocol
|
||
|
||
The PrepareProtocol type's single purpose is to act as a :pep:`246` style
|
||
adaption protocol for objects that can :ref:`adapt themselves
|
||
<sqlite3-conform>` to :ref:`native SQLite types <sqlite3-types>`.
|
||
|
||
|
||
.. _sqlite3-exceptions:
|
||
|
||
Exceptions
|
||
^^^^^^^^^^
|
||
|
||
The exception hierarchy is defined by the DB-API 2.0 (:pep:`249`).
|
||
|
||
.. exception:: Warning
|
||
|
||
This exception is not currently raised by the :mod:`!sqlite3` module,
|
||
but may be raised by applications using :mod:`!sqlite3`,
|
||
for example if a user-defined function truncates data while inserting.
|
||
``Warning`` is a subclass of :exc:`Exception`.
|
||
|
||
.. exception:: Error
|
||
|
||
The base class of the other exceptions in this module.
|
||
Use this to catch all errors with one single :keyword:`except` statement.
|
||
``Error`` is a subclass of :exc:`Exception`.
|
||
|
||
If the exception originated from within the SQLite library,
|
||
the following two attributes are added to the exception:
|
||
|
||
.. attribute:: sqlite_errorcode
|
||
|
||
The numeric error code from the
|
||
`SQLite API <https://sqlite.org/rescode.html>`_
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
.. attribute:: sqlite_errorname
|
||
|
||
The symbolic name of the numeric error code
|
||
from the `SQLite API <https://sqlite.org/rescode.html>`_
|
||
|
||
.. versionadded:: 3.11
|
||
|
||
.. exception:: InterfaceError
|
||
|
||
Exception raised for misuse of the low-level SQLite C API.
|
||
In other words, if this exception is raised, it probably indicates a bug in the
|
||
:mod:`!sqlite3` module.
|
||
``InterfaceError`` is a subclass of :exc:`Error`.
|
||
|
||
.. exception:: DatabaseError
|
||
|
||
Exception raised for errors that are related to the database.
|
||
This serves as the base exception for several types of database errors.
|
||
It is only raised implicitly through the specialised subclasses.
|
||
``DatabaseError`` is a subclass of :exc:`Error`.
|
||
|
||
.. exception:: DataError
|
||
|
||
Exception raised for errors caused by problems with the processed data,
|
||
like numeric values out of range, and strings which are too long.
|
||
``DataError`` is a subclass of :exc:`DatabaseError`.
|
||
|
||
.. exception:: OperationalError
|
||
|
||
Exception raised for errors that are related to the database's operation,
|
||
and not necessarily under the control of the programmer.
|
||
For example, the database path is not found,
|
||
or a transaction could not be processed.
|
||
``OperationalError`` is a subclass of :exc:`DatabaseError`.
|
||
|
||
.. exception:: IntegrityError
|
||
|
||
Exception raised when the relational integrity of the database is affected,
|
||
e.g. a foreign key check fails. It is a subclass of :exc:`DatabaseError`.
|
||
|
||
.. exception:: InternalError
|
||
|
||
Exception raised when SQLite encounters an internal error.
|
||
If this is raised, it may indicate that there is a problem with the runtime
|
||
SQLite library.
|
||
``InternalError`` is a subclass of :exc:`DatabaseError`.
|
||
|
||
.. exception:: ProgrammingError
|
||
|
||
Exception raised for :mod:`!sqlite3` API programming errors,
|
||
for example supplying the wrong number of bindings to a query,
|
||
or trying to operate on a closed :class:`Connection`.
|
||
``ProgrammingError`` is a subclass of :exc:`DatabaseError`.
|
||
|
||
.. exception:: NotSupportedError
|
||
|
||
Exception raised in case a method or database API is not supported by the
|
||
underlying SQLite library. For example, setting *deterministic* to
|
||
``True`` in :meth:`~Connection.create_function`, if the underlying SQLite library
|
||
does not support deterministic functions.
|
||
``NotSupportedError`` is a subclass of :exc:`DatabaseError`.
|
||
|
||
|
||
.. _sqlite3-types:
|
||
|
||
SQLite and Python types
|
||
^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
SQLite natively supports the following types: ``NULL``, ``INTEGER``,
|
||
``REAL``, ``TEXT``, ``BLOB``.
|
||
|
||
The following Python types can thus be sent to SQLite without any problem:
|
||
|
||
+-------------------------------+-------------+
|
||
| Python type | SQLite type |
|
||
+===============================+=============+
|
||
| ``None`` | ``NULL`` |
|
||
+-------------------------------+-------------+
|
||
| :class:`int` | ``INTEGER`` |
|
||
+-------------------------------+-------------+
|
||
| :class:`float` | ``REAL`` |
|
||
+-------------------------------+-------------+
|
||
| :class:`str` | ``TEXT`` |
|
||
+-------------------------------+-------------+
|
||
| :class:`bytes` | ``BLOB`` |
|
||
+-------------------------------+-------------+
|
||
|
||
|
||
This is how SQLite types are converted to Python types by default:
|
||
|
||
+-------------+----------------------------------------------+
|
||
| SQLite type | Python type |
|
||
+=============+==============================================+
|
||
| ``NULL`` | ``None`` |
|
||
+-------------+----------------------------------------------+
|
||
| ``INTEGER`` | :class:`int` |
|
||
+-------------+----------------------------------------------+
|
||
| ``REAL`` | :class:`float` |
|
||
+-------------+----------------------------------------------+
|
||
| ``TEXT`` | depends on :attr:`~Connection.text_factory`, |
|
||
| | :class:`str` by default |
|
||
+-------------+----------------------------------------------+
|
||
| ``BLOB`` | :class:`bytes` |
|
||
+-------------+----------------------------------------------+
|
||
|
||
The type system of the :mod:`!sqlite3` module is extensible in two ways: you can
|
||
store additional Python types in an SQLite database via
|
||
:ref:`object adapters <sqlite3-adapters>`,
|
||
and you can let the :mod:`!sqlite3` module convert SQLite types to
|
||
Python types via :ref:`converters <sqlite3-converters>`.
|
||
|
||
|
||
.. _sqlite3-default-converters:
|
||
|
||
Default adapters and converters (deprecated)
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
.. note::
|
||
|
||
The default adapters and converters are deprecated as of Python 3.12.
|
||
Instead, use the :ref:`sqlite3-adapter-converter-recipes`
|
||
and tailor them to your needs.
|
||
|
||
The deprecated default adapters and converters consist of:
|
||
|
||
* An adapter for :class:`datetime.date` objects to :class:`strings <str>` in
|
||
`ISO 8601`_ format.
|
||
* An adapter for :class:`datetime.datetime` objects to strings in
|
||
ISO 8601 format.
|
||
* A converter for :ref:`declared <sqlite3-converters>` "date" types to
|
||
:class:`datetime.date` objects.
|
||
* A converter for declared "timestamp" types to
|
||
:class:`datetime.datetime` objects.
|
||
Fractional parts will be truncated to 6 digits (microsecond precision).
|
||
|
||
.. note::
|
||
|
||
The default "timestamp" converter ignores UTC offsets in the database and
|
||
always returns a naive :class:`datetime.datetime` object. To preserve UTC
|
||
offsets in timestamps, either leave converters disabled, or register an
|
||
offset-aware converter with :func:`register_converter`.
|
||
|
||
.. deprecated:: 3.12
|
||
|
||
.. _ISO 8601: https://en.wikipedia.org/wiki/ISO_8601
|
||
|
||
|
||
.. _sqlite3-cli:
|
||
|
||
Command-line interface
|
||
^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
The :mod:`!sqlite3` module can be invoked as a script,
|
||
using the interpreter's :option:`-m` switch,
|
||
in order to provide a simple SQLite shell.
|
||
The argument signature is as follows::
|
||
|
||
python -m sqlite3 [-h] [-v] [filename] [sql]
|
||
|
||
Type ``.quit`` or CTRL-D to exit the shell.
|
||
|
||
.. program:: python -m sqlite3 [-h] [-v] [filename] [sql]
|
||
|
||
.. option:: -h, --help
|
||
|
||
Print CLI help.
|
||
|
||
.. option:: -v, --version
|
||
|
||
Print underlying SQLite library version.
|
||
|
||
.. versionadded:: 3.12
|
||
|
||
|
||
.. _sqlite3-howtos:
|
||
|
||
How-to guides
|
||
-------------
|
||
|
||
.. _sqlite3-placeholders:
|
||
|
||
How to use placeholders to bind values in SQL queries
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
SQL operations usually need to use values from Python variables. However,
|
||
beware of using Python's string operations to assemble queries, as they
|
||
are vulnerable to `SQL injection attacks`_. For example, an attacker can simply
|
||
close the single quote and inject ``OR TRUE`` to select all rows::
|
||
|
||
>>> # Never do this -- insecure!
|
||
>>> symbol = input()
|
||
' OR TRUE; --
|
||
>>> sql = "SELECT * FROM stocks WHERE symbol = '%s'" % symbol
|
||
>>> print(sql)
|
||
SELECT * FROM stocks WHERE symbol = '' OR TRUE; --'
|
||
>>> cur.execute(sql)
|
||
|
||
Instead, use the DB-API's parameter substitution. To insert a variable into a
|
||
query string, use a placeholder in the string, and substitute the actual values
|
||
into the query by providing them as a :class:`tuple` of values to the second
|
||
argument of the cursor's :meth:`~Cursor.execute` method. An SQL statement may
|
||
use one of two kinds of placeholders: question marks (qmark style) or named
|
||
placeholders (named style). For the qmark style, ``parameters`` must be a
|
||
:term:`sequence <sequence>`. For the named style, it can be either a
|
||
:term:`sequence <sequence>` or :class:`dict` instance. The length of the
|
||
:term:`sequence <sequence>` must match the number of placeholders, or a
|
||
:exc:`ProgrammingError` is raised. If a :class:`dict` is given, it must contain
|
||
keys for all named parameters. Any extra items are ignored. Here's an example of
|
||
both styles:
|
||
|
||
.. testcode::
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
cur = con.execute("CREATE TABLE lang(name, first_appeared)")
|
||
|
||
# This is the qmark style:
|
||
cur.execute("INSERT INTO lang VALUES(?, ?)", ("C", 1972))
|
||
|
||
# The qmark style used with executemany():
|
||
lang_list = [
|
||
("Fortran", 1957),
|
||
("Python", 1991),
|
||
("Go", 2009),
|
||
]
|
||
cur.executemany("INSERT INTO lang VALUES(?, ?)", lang_list)
|
||
|
||
# And this is the named style:
|
||
cur.execute("SELECT * FROM lang WHERE first_appeared = :year", {"year": 1972})
|
||
print(cur.fetchall())
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
[('C', 1972)]
|
||
|
||
|
||
.. _sqlite3-adapters:
|
||
|
||
How to adapt custom Python types to SQLite values
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
SQLite supports only a limited set of data types natively.
|
||
To store custom Python types in SQLite databases, *adapt* them to one of the
|
||
:ref:`Python types SQLite natively understands <sqlite3-types>`.
|
||
|
||
There are two ways to adapt Python objects to SQLite types:
|
||
letting your object adapt itself, or using an *adapter callable*.
|
||
The latter will take precedence above the former.
|
||
For a library that exports a custom type,
|
||
it may make sense to enable that type to adapt itself.
|
||
As an application developer, it may make more sense to take direct control by
|
||
registering custom adapter functions.
|
||
|
||
|
||
.. _sqlite3-conform:
|
||
|
||
How to write adaptable objects
|
||
""""""""""""""""""""""""""""""
|
||
|
||
Suppose we have a :class:`!Point` class that represents a pair of coordinates,
|
||
``x`` and ``y``, in a Cartesian coordinate system.
|
||
The coordinate pair will be stored as a text string in the database,
|
||
using a semicolon to separate the coordinates.
|
||
This can be implemented by adding a ``__conform__(self, protocol)``
|
||
method which returns the adapted value.
|
||
The object passed to *protocol* will be of type :class:`PrepareProtocol`.
|
||
|
||
.. testcode::
|
||
|
||
class Point:
|
||
def __init__(self, x, y):
|
||
self.x, self.y = x, y
|
||
|
||
def __conform__(self, protocol):
|
||
if protocol is sqlite3.PrepareProtocol:
|
||
return f"{self.x};{self.y}"
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
cur = con.cursor()
|
||
|
||
cur.execute("SELECT ?", (Point(4.0, -3.2),))
|
||
print(cur.fetchone()[0])
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
4.0;-3.2
|
||
|
||
|
||
How to register adapter callables
|
||
"""""""""""""""""""""""""""""""""
|
||
|
||
The other possibility is to create a function that converts the Python object
|
||
to an SQLite-compatible type.
|
||
This function can then be registered using :func:`register_adapter`.
|
||
|
||
.. testcode::
|
||
|
||
class Point:
|
||
def __init__(self, x, y):
|
||
self.x, self.y = x, y
|
||
|
||
def adapt_point(point):
|
||
return f"{point.x};{point.y}"
|
||
|
||
sqlite3.register_adapter(Point, adapt_point)
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
cur = con.cursor()
|
||
|
||
cur.execute("SELECT ?", (Point(1.0, 2.5),))
|
||
print(cur.fetchone()[0])
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
1.0;2.5
|
||
|
||
|
||
.. _sqlite3-converters:
|
||
|
||
How to convert SQLite values to custom Python types
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
Writing an adapter lets you convert *from* custom Python types *to* SQLite
|
||
values.
|
||
To be able to convert *from* SQLite values *to* custom Python types,
|
||
we use *converters*.
|
||
|
||
Let's go back to the :class:`!Point` class. We stored the x and y coordinates
|
||
separated via semicolons as strings in SQLite.
|
||
|
||
First, we'll define a converter function that accepts the string as a parameter
|
||
and constructs a :class:`!Point` object from it.
|
||
|
||
.. note::
|
||
|
||
Converter functions are **always** passed a :class:`bytes` object,
|
||
no matter the underlying SQLite data type.
|
||
|
||
.. testcode::
|
||
|
||
def convert_point(s):
|
||
x, y = map(float, s.split(b";"))
|
||
return Point(x, y)
|
||
|
||
We now need to tell :mod:`!sqlite3` when it should convert a given SQLite value.
|
||
This is done when connecting to a database, using the *detect_types* parameter
|
||
of :func:`connect`. There are three options:
|
||
|
||
* Implicit: set *detect_types* to :const:`PARSE_DECLTYPES`
|
||
* Explicit: set *detect_types* to :const:`PARSE_COLNAMES`
|
||
* Both: set *detect_types* to
|
||
``sqlite3.PARSE_DECLTYPES | sqlite3.PARSE_COLNAMES``.
|
||
Column names take precedence over declared types.
|
||
|
||
The following example illustrates the implicit and explicit approaches:
|
||
|
||
.. testcode::
|
||
|
||
class Point:
|
||
def __init__(self, x, y):
|
||
self.x, self.y = x, y
|
||
|
||
def __repr__(self):
|
||
return f"Point({self.x}, {self.y})"
|
||
|
||
def adapt_point(point):
|
||
return f"{point.x};{point.y}"
|
||
|
||
def convert_point(s):
|
||
x, y = list(map(float, s.split(b";")))
|
||
return Point(x, y)
|
||
|
||
# Register the adapter and converter
|
||
sqlite3.register_adapter(Point, adapt_point)
|
||
sqlite3.register_converter("point", convert_point)
|
||
|
||
# 1) Parse using declared types
|
||
p = Point(4.0, -3.2)
|
||
con = sqlite3.connect(":memory:", detect_types=sqlite3.PARSE_DECLTYPES)
|
||
cur = con.execute("CREATE TABLE test(p point)")
|
||
|
||
cur.execute("INSERT INTO test(p) VALUES(?)", (p,))
|
||
cur.execute("SELECT p FROM test")
|
||
print("with declared types:", cur.fetchone()[0])
|
||
cur.close()
|
||
con.close()
|
||
|
||
# 2) Parse using column names
|
||
con = sqlite3.connect(":memory:", detect_types=sqlite3.PARSE_COLNAMES)
|
||
cur = con.execute("CREATE TABLE test(p)")
|
||
|
||
cur.execute("INSERT INTO test(p) VALUES(?)", (p,))
|
||
cur.execute('SELECT p AS "p [point]" FROM test')
|
||
print("with column names:", cur.fetchone()[0])
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
with declared types: Point(4.0, -3.2)
|
||
with column names: Point(4.0, -3.2)
|
||
|
||
|
||
.. _sqlite3-adapter-converter-recipes:
|
||
|
||
Adapter and converter recipes
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
This section shows recipes for common adapters and converters.
|
||
|
||
.. testcode::
|
||
|
||
import datetime
|
||
import sqlite3
|
||
|
||
def adapt_date_iso(val):
|
||
"""Adapt datetime.date to ISO 8601 date."""
|
||
return val.isoformat()
|
||
|
||
def adapt_datetime_iso(val):
|
||
"""Adapt datetime.datetime to timezone-naive ISO 8601 date."""
|
||
return val.isoformat()
|
||
|
||
def adapt_datetime_epoch(val):
|
||
"""Adapt datetime.datetime to Unix timestamp."""
|
||
return int(val.timestamp())
|
||
|
||
sqlite3.register_adapter(datetime.date, adapt_date_iso)
|
||
sqlite3.register_adapter(datetime.datetime, adapt_datetime_iso)
|
||
sqlite3.register_adapter(datetime.datetime, adapt_datetime_epoch)
|
||
|
||
def convert_date(val):
|
||
"""Convert ISO 8601 date to datetime.date object."""
|
||
return datetime.date.fromisoformat(val.decode())
|
||
|
||
def convert_datetime(val):
|
||
"""Convert ISO 8601 datetime to datetime.datetime object."""
|
||
return datetime.datetime.fromisoformat(val.decode())
|
||
|
||
def convert_timestamp(val):
|
||
"""Convert Unix epoch timestamp to datetime.datetime object."""
|
||
return datetime.datetime.fromtimestamp(int(val))
|
||
|
||
sqlite3.register_converter("date", convert_date)
|
||
sqlite3.register_converter("datetime", convert_datetime)
|
||
sqlite3.register_converter("timestamp", convert_timestamp)
|
||
|
||
.. testcode::
|
||
:hide:
|
||
|
||
dt = datetime.datetime(2019, 5, 18, 15, 17, 8, 123456)
|
||
|
||
assert adapt_date_iso(dt.date()) == "2019-05-18"
|
||
assert convert_date(b"2019-05-18") == dt.date()
|
||
|
||
assert adapt_datetime_iso(dt) == "2019-05-18T15:17:08.123456"
|
||
assert convert_datetime(b"2019-05-18T15:17:08.123456") == dt
|
||
|
||
# Using current time as fromtimestamp() returns local date/time.
|
||
# Droping microseconds as adapt_datetime_epoch truncates fractional second part.
|
||
now = datetime.datetime.now().replace(microsecond=0)
|
||
current_timestamp = int(now.timestamp())
|
||
|
||
assert adapt_datetime_epoch(now) == current_timestamp
|
||
assert convert_timestamp(str(current_timestamp).encode()) == now
|
||
|
||
|
||
.. _sqlite3-connection-shortcuts:
|
||
|
||
How to use connection shortcut methods
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
Using the :meth:`~Connection.execute`,
|
||
:meth:`~Connection.executemany`, and :meth:`~Connection.executescript`
|
||
methods of the :class:`Connection` class, your code can
|
||
be written more concisely because you don't have to create the (often
|
||
superfluous) :class:`Cursor` objects explicitly. Instead, the :class:`Cursor`
|
||
objects are created implicitly and these shortcut methods return the cursor
|
||
objects. This way, you can execute a ``SELECT`` statement and iterate over it
|
||
directly using only a single call on the :class:`Connection` object.
|
||
|
||
.. testcode::
|
||
|
||
# Create and fill the table.
|
||
con = sqlite3.connect(":memory:")
|
||
con.execute("CREATE TABLE lang(name, first_appeared)")
|
||
data = [
|
||
("C++", 1985),
|
||
("Objective-C", 1984),
|
||
]
|
||
con.executemany("INSERT INTO lang(name, first_appeared) VALUES(?, ?)", data)
|
||
|
||
# Print the table contents
|
||
for row in con.execute("SELECT name, first_appeared FROM lang"):
|
||
print(row)
|
||
|
||
print("I just deleted", con.execute("DELETE FROM lang").rowcount, "rows")
|
||
|
||
# close() is not a shortcut method and it's not called automatically;
|
||
# the connection object should be closed manually
|
||
con.close()
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
('C++', 1985)
|
||
('Objective-C', 1984)
|
||
I just deleted 2 rows
|
||
|
||
|
||
.. _sqlite3-connection-context-manager:
|
||
|
||
How to use the connection context manager
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
A :class:`Connection` object can be used as a context manager that
|
||
automatically commits or rolls back open transactions when leaving the body of
|
||
the context manager.
|
||
If the body of the :keyword:`with` statement finishes without exceptions,
|
||
the transaction is committed.
|
||
If this commit fails,
|
||
or if the body of the ``with`` statement raises an uncaught exception,
|
||
the transaction is rolled back.
|
||
If :attr:`~Connection.autocommit` is ``False``,
|
||
a new transaction is implicitly opened after committing or rolling back.
|
||
|
||
If there is no open transaction upon leaving the body of the ``with`` statement,
|
||
or if :attr:`~Connection.autocommit` is ``True``,
|
||
the context manager does nothing.
|
||
|
||
.. note::
|
||
|
||
The context manager neither implicitly opens a new transaction
|
||
nor closes the connection.
|
||
|
||
.. testcode::
|
||
|
||
con = sqlite3.connect(":memory:")
|
||
con.execute("CREATE TABLE lang(id INTEGER PRIMARY KEY, name VARCHAR UNIQUE)")
|
||
|
||
# Successful, con.commit() is called automatically afterwards
|
||
with con:
|
||
con.execute("INSERT INTO lang(name) VALUES(?)", ("Python",))
|
||
|
||
# con.rollback() is called after the with block finishes with an exception,
|
||
# the exception is still raised and must be caught
|
||
try:
|
||
with con:
|
||
con.execute("INSERT INTO lang(name) VALUES(?)", ("Python",))
|
||
except sqlite3.IntegrityError:
|
||
print("couldn't add Python twice")
|
||
|
||
# Connection object used as context manager only commits or rollbacks transactions,
|
||
# so the connection object should be closed manually
|
||
con.close()
|
||
|
||
.. testoutput::
|
||
:hide:
|
||
|
||
couldn't add Python twice
|
||
|
||
|
||
.. _sqlite3-uri-tricks:
|
||
|
||
How to work with SQLite URIs
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
Some useful URI tricks include:
|
||
|
||
* Open a database in read-only mode:
|
||
|
||
.. doctest::
|
||
|
||
>>> con = sqlite3.connect("file:tutorial.db?mode=ro", uri=True)
|
||
>>> con.execute("CREATE TABLE readonly(data)")
|
||
Traceback (most recent call last):
|
||
OperationalError: attempt to write a readonly database
|
||
|
||
* Do not implicitly create a new database file if it does not already exist;
|
||
will raise :exc:`~sqlite3.OperationalError` if unable to create a new file:
|
||
|
||
.. doctest::
|
||
|
||
>>> con = sqlite3.connect("file:nosuchdb.db?mode=rw", uri=True)
|
||
Traceback (most recent call last):
|
||
OperationalError: unable to open database file
|
||
|
||
|
||
* Create a shared named in-memory database:
|
||
|
||
.. testcode::
|
||
|
||
db = "file:mem1?mode=memory&cache=shared"
|
||
con1 = sqlite3.connect(db, uri=True)
|
||
con2 = sqlite3.connect(db, uri=True)
|
||
with con1:
|
||
con1.execute("CREATE TABLE shared(data)")
|
||
con1.execute("INSERT INTO shared VALUES(28)")
|
||
res = con2.execute("SELECT data FROM shared")
|
||
assert res.fetchone() == (28,)
|
||
|
||
|
||
More information about this feature, including a list of parameters,
|
||
can be found in the `SQLite URI documentation`_.
|
||
|
||
.. _SQLite URI documentation: https://www.sqlite.org/uri.html
|
||
|
||
|
||
.. _sqlite3-howto-row-factory:
|
||
|
||
How to create and use row factories
|
||
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
|
||
|
||
By default, :mod:`!sqlite3` represents each row as a :class:`tuple`.
|
||
If a :class:`!tuple` does not suit your needs,
|
||
you can use the :class:`sqlite3.Row` class
|
||
or a custom :attr:`~Cursor.row_factory`.
|
||
|
||
While :attr:`!row_factory` exists as an attribute both on the
|
||
:class:`Cursor` and the :class:`Connection`,
|
||
it is recommended to set :class:`Connection.row_factory`,
|
||
so all cursors created from the connection will use the same row factory.
|
||
|
||
:class:`!Row` provides indexed and case-insensitive named access to columns,
|
||
with minimal memory overhead and performance impact over a :class:`!tuple`.
|
||
To use :class:`!Row` as a row factory,
|
||
assign it to the :attr:`!row_factory` attribute:
|
||
|
||
.. doctest::
|
||
|
||
>>> con = sqlite3.connect(":memory:")
|
||
>>> con.row_factory = sqlite3.Row
|
||
|
||
Queries now return :class:`!Row` objects:
|
||
|
||
.. doctest::
|
||
|
||
>>> res = con.execute("SELECT 'Earth' AS name, 6378 AS radius")
|
||
>>> row = res.fetchone()
|
||
>>> row.keys()
|
||
['name', 'radius']
|
||
>>> row[0] # Access by index.
|
||
'Earth'
|
||
>>> row["name"] # Access by name.
|
||
'Earth'
|
||
>>> row["RADIUS"] # Column names are case-insensitive.
|
||
6378
|
||
|
||
You can create a custom :attr:`~Cursor.row_factory`
|
||
that returns each row as a :class:`dict`, with column names mapped to values:
|
||
|
||
.. testcode::
|
||
|
||
def dict_factory(cursor, row):
|
||
fields = [column[0] for column in cursor.description]
|
||
return {key: value for key, value in zip(fields, row)}
|
||
|
||
Using it, queries now return a :class:`!dict` instead of a :class:`!tuple`:
|
||
|
||
.. doctest::
|
||
|
||
>>> con = sqlite3.connect(":memory:")
|
||
>>> con.row_factory = dict_factory
|
||
>>> for row in con.execute("SELECT 1 AS a, 2 AS b"):
|
||
... print(row)
|
||
{'a': 1, 'b': 2}
|
||
|
||
The following row factory returns a :term:`named tuple`:
|
||
|
||
.. testcode::
|
||
|
||
from collections import namedtuple
|
||
|
||
def namedtuple_factory(cursor, row):
|
||
fields = [column[0] for column in cursor.description]
|
||
cls = namedtuple("Row", fields)
|
||
return cls._make(row)
|
||
|
||
:func:`!namedtuple_factory` can be used as follows:
|
||
|
||
.. doctest::
|
||
|
||
>>> con = sqlite3.connect(":memory:")
|
||
>>> con.row_factory = namedtuple_factory
|
||
>>> cur = con.execute("SELECT 1 AS a, 2 AS b")
|
||
>>> row = cur.fetchone()
|
||
>>> row
|
||
Row(a=1, b=2)
|
||
>>> row[0] # Indexed access.
|
||
1
|
||
>>> row.b # Attribute access.
|
||
2
|
||
|
||
With some adjustments, the above recipe can be adapted to use a
|
||
:class:`~dataclasses.dataclass`, or any other custom class,
|
||
instead of a :class:`~collections.namedtuple`.
|
||
|
||
|
||
.. _sqlite3-explanation:
|
||
|
||
Explanation
|
||
-----------
|
||
|
||
.. _sqlite3-transaction-control:
|
||
.. _sqlite3-controlling-transactions:
|
||
|
||
Transaction control
|
||
^^^^^^^^^^^^^^^^^^^
|
||
|
||
:mod:`!sqlite3` offers multiple methods of controlling whether,
|
||
when and how database transactions are opened and closed.
|
||
:ref:`sqlite3-transaction-control-autocommit` is recommended,
|
||
while :ref:`sqlite3-transaction-control-isolation-level`
|
||
retains the pre-Python 3.12 behaviour.
|
||
|
||
.. _sqlite3-transaction-control-autocommit:
|
||
|
||
Transaction control via the ``autocommit`` attribute
|
||
""""""""""""""""""""""""""""""""""""""""""""""""""""
|
||
|
||
The recommended way of controlling transaction behaviour is through
|
||
the :attr:`Connection.autocommit` attribute,
|
||
which should preferrably be set using the *autocommit* parameter
|
||
of :func:`connect`.
|
||
|
||
It is suggested to set *autocommit* to ``False``,
|
||
which implies :pep:`249`-compliant transaction control.
|
||
This means:
|
||
|
||
* :mod:`!sqlite3` ensures that a transaction is always open,
|
||
so :func:`connect`, :meth:`Connection.commit`, and :meth:`Connection.rollback`
|
||
will implicitly open a new transaction
|
||
(immediately after closing the pending one, for the latter two).
|
||
:mod:`!sqlite3` uses ``BEGIN DEFERRED`` statements when opening transactions.
|
||
* Transactions should be committed explicitly using :meth:`!commit`.
|
||
* Transactions should be rolled back explicitly using :meth:`!rollback`.
|
||
* An implicit rollback is performed if the database is
|
||
:meth:`~Connection.close`-ed with pending changes.
|
||
|
||
Set *autocommit* to ``True`` to enable SQLite's `autocommit mode`_.
|
||
In this mode, :meth:`Connection.commit` and :meth:`Connection.rollback`
|
||
have no effect.
|
||
Note that SQLite's autocommit mode is distinct from
|
||
the :pep:`249`-compliant :attr:`Connection.autocommit` attribute;
|
||
use :attr:`Connection.in_transaction` to query
|
||
the low-level SQLite autocommit mode.
|
||
|
||
Set *autocommit* to :data:`LEGACY_TRANSACTION_CONTROL`
|
||
to leave transaction control behaviour to the
|
||
:attr:`Connection.isolation_level` attribute.
|
||
See :ref:`sqlite3-transaction-control-isolation-level` for more information.
|
||
|
||
|
||
.. _sqlite3-transaction-control-isolation-level:
|
||
|
||
Transaction control via the ``isolation_level`` attribute
|
||
"""""""""""""""""""""""""""""""""""""""""""""""""""""""""
|
||
|
||
.. note::
|
||
|
||
The recommended way of controlling transactions is via the
|
||
:attr:`~Connection.autocommit` attribute.
|
||
See :ref:`sqlite3-transaction-control-autocommit`.
|
||
|
||
If :attr:`Connection.autocommit` is set to
|
||
:data:`LEGACY_TRANSACTION_CONTROL` (the default),
|
||
transaction behaviour is controlled using
|
||
the :attr:`Connection.isolation_level` attribute.
|
||
Otherwise, :attr:`!isolation_level` has no effect.
|
||
|
||
If the connection attribute :attr:`~Connection.isolation_level`
|
||
is not ``None``,
|
||
new transactions are implicitly opened before
|
||
:meth:`~Cursor.execute` and :meth:`~Cursor.executemany` executes
|
||
``INSERT``, ``UPDATE``, ``DELETE``, or ``REPLACE`` statements;
|
||
for other statements, no implicit transaction handling is performed.
|
||
Use the :meth:`~Connection.commit` and :meth:`~Connection.rollback` methods
|
||
to respectively commit and roll back pending transactions.
|
||
You can choose the underlying `SQLite transaction behaviour`_ —
|
||
that is, whether and what type of ``BEGIN`` statements :mod:`!sqlite3`
|
||
implicitly executes –
|
||
via the :attr:`~Connection.isolation_level` attribute.
|
||
|
||
If :attr:`~Connection.isolation_level` is set to ``None``,
|
||
no transactions are implicitly opened at all.
|
||
This leaves the underlying SQLite library in `autocommit mode`_,
|
||
but also allows the user to perform their own transaction handling
|
||
using explicit SQL statements.
|
||
The underlying SQLite library autocommit mode can be queried using the
|
||
:attr:`~Connection.in_transaction` attribute.
|
||
|
||
The :meth:`~Cursor.executescript` method implicitly commits
|
||
any pending transaction before execution of the given SQL script,
|
||
regardless of the value of :attr:`~Connection.isolation_level`.
|
||
|
||
.. versionchanged:: 3.6
|
||
:mod:`!sqlite3` used to implicitly commit an open transaction before DDL
|
||
statements. This is no longer the case.
|
||
|
||
.. versionchanged:: 3.12
|
||
The recommended way of controlling transactions is now via the
|
||
:attr:`~Connection.autocommit` attribute.
|
||
|
||
.. _autocommit mode:
|
||
https://www.sqlite.org/lang_transaction.html#implicit_versus_explicit_transactions
|
||
|
||
.. _SQLite transaction behaviour:
|
||
https://www.sqlite.org/lang_transaction.html#deferred_immediate_and_exclusive_transactions
|