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| :mod:`sqlite3` --- DB-API 2.0 interface for SQLite databases
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| ============================================================
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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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| 
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| 
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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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| 
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| sqlite3 was written by Gerhard Häring and provides a SQL interface compliant
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| with the DB-API 2.0 specification described by :pep:`249`.
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| 
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| To use the module, you must first create a :class:`Connection` object that
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| represents the database.  Here the data will be stored in the
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| :file:`/tmp/example` file::
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| 
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|    conn = sqlite3.connect('/tmp/example')
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| 
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| You can also supply the special name ``:memory:`` to create a database in RAM.
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| 
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| Once you have a :class:`Connection`, you can create a :class:`Cursor`  object
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| and call its :meth:`~Cursor.execute` method to perform SQL commands::
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| 
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|    c = conn.cursor()
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| 
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|    # Create table
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|    c.execute('''create table stocks
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|    (date text, trans text, symbol text,
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|     qty real, price real)''')
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| 
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|    # Insert a row of data
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|    c.execute("""insert into stocks
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|              values ('2006-01-05','BUY','RHAT',100,35.14)""")
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| 
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|    # Save (commit) the changes
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|    conn.commit()
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| 
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|    # We can also close the cursor if we are done with it
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|    c.close()
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| 
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| Usually your SQL operations will need to use values from Python variables.  You
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| shouldn't assemble your query using Python's string operations because doing so
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| is insecure; it makes your program vulnerable to an SQL injection attack.
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| 
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| Instead, use the DB-API's parameter substitution.  Put ``?`` as a placeholder
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| wherever you want to use a value, and then provide a tuple of values as the
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| second argument to the cursor's :meth:`~Cursor.execute` method.  (Other database
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| modules may use a different placeholder, such as ``%s`` or ``:1``.) For
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| example::
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| 
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|    # Never do this -- insecure!
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|    symbol = 'IBM'
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|    c.execute("... where symbol = '%s'" % symbol)
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| 
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|    # Do this instead
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|    t = (symbol,)
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|    c.execute('select * from stocks where symbol=?', t)
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| 
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|    # Larger example
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|    for t in [('2006-03-28', 'BUY', 'IBM', 1000, 45.00),
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|              ('2006-04-05', 'BUY', 'MSOFT', 1000, 72.00),
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|              ('2006-04-06', 'SELL', 'IBM', 500, 53.00),
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|             ]:
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|        c.execute('insert into stocks values (?,?,?,?,?)', t)
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| 
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| To retrieve data after executing a SELECT statement, you can either treat the
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| cursor as an :term:`iterator`, call the cursor's :meth:`~Cursor.fetchone` method to
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| retrieve a single matching row, or call :meth:`~Cursor.fetchall` to get a list of the
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| matching rows.
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| 
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| This example uses the iterator form::
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| 
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|    >>> c = conn.cursor()
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|    >>> c.execute('select * from stocks order by price')
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|    >>> for row in c:
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|    ...     print(row)
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|    ...
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|    ('2006-01-05', 'BUY', 'RHAT', 100, 35.14)
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|    ('2006-03-28', 'BUY', 'IBM', 1000, 45.0)
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|    ('2006-04-06', 'SELL', 'IBM', 500, 53.0)
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|    ('2006-04-05', 'BUY', 'MSOFT', 1000, 72.0)
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|    >>>
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| 
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| 
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| .. seealso::
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| 
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|    http://code.google.com/p/pysqlite/
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|       The pysqlite web page -- sqlite3 is developed externally under the name
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|       "pysqlite".
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| 
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|    http://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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| 
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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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| 
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| 
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| .. _sqlite3-module-contents:
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| 
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| Module functions and constants
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| ------------------------------
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| 
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| 
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| .. data:: PARSE_DECLTYPES
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| 
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|    This constant is meant to be used with the *detect_types* parameter of the
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|    :func:`connect` function.
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| 
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|    Setting it makes the :mod:`sqlite3` module parse the declared type for each
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|    column it returns.  It will parse out the first word of the declared type,
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|    i. e.  for "integer primary key", it will parse out "integer", or for
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|    "number(10)" it will parse out "number". Then for that column, it will look
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|    into the converters dictionary and use the converter function registered for
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|    that type there.
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| 
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| 
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| .. data:: PARSE_COLNAMES
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| 
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|    This constant is meant to be used with the *detect_types* parameter of the
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|    :func:`connect` function.
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| 
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|    Setting this makes the SQLite interface parse the column name for each column it
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|    returns.  It will look for a string formed [mytype] in there, and then decide
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|    that 'mytype' is the type of the column. It will try to find an entry of
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|    'mytype' in the converters dictionary and then use the converter function found
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|    there to return the value. The column name found in :attr:`Cursor.description`
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|    is only the first word of the column name, i.  e. if you use something like
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|    ``'as "x [datetime]"'`` in your SQL, then we will parse out everything until the
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|    first blank for the column name: the column name would simply be "x".
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| 
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| 
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| .. function:: connect(database[, timeout, detect_types, isolation_level, check_same_thread, factory, cached_statements])
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| 
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|    Opens a connection to the SQLite database file *database*. You can use
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|    ``":memory:"`` to open a database connection to a database that resides in RAM
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|    instead of on disk.
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| 
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|    When a database is accessed by multiple connections, and one of the processes
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|    modifies the database, the SQLite database is locked until that transaction is
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|    committed. The *timeout* parameter specifies how long the connection should wait
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|    for the lock to go away until raising an exception. The default for the timeout
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|    parameter is 5.0 (five seconds).
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| 
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|    For the *isolation_level* parameter, please see the
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|    :attr:`Connection.isolation_level` property of :class:`Connection` objects.
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| 
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|    SQLite natively supports only the types TEXT, INTEGER, FLOAT, BLOB and NULL. If
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|    you want to use other types you must add support for them yourself. The
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|    *detect_types* parameter and the using custom **converters** registered with the
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|    module-level :func:`register_converter` function allow you to easily do that.
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| 
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|    *detect_types* defaults to 0 (i. e. off, no type detection), you can set it to
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|    any combination of :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES` to turn
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|    type detection on.
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| 
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|    By default, the :mod:`sqlite3` module uses its :class:`Connection` class for the
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|    connect call.  You can, however, subclass the :class:`Connection` class and make
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|    :func:`connect` use your class instead by providing your class for the *factory*
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|    parameter.
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| 
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|    Consult the section :ref:`sqlite3-types` of this manual for details.
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| 
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|    The :mod:`sqlite3` module internally uses a statement cache to avoid SQL parsing
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|    overhead. If you want to explicitly set the number of statements that are cached
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|    for the connection, you can set the *cached_statements* parameter. The currently
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|    implemented default is to cache 100 statements.
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| 
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| 
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| .. function:: register_converter(typename, callable)
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| 
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|    Registers a callable to convert a bytestring from the database into a custom
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|    Python type. The callable will be invoked for all database values that are of
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|    the type *typename*. Confer the parameter *detect_types* of the :func:`connect`
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|    function for how the type detection works. Note that the case of *typename* and
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|    the name of the type in your query must match!
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| 
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| 
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| .. function:: register_adapter(type, callable)
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| 
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|    Registers a callable to convert the custom Python type *type* into one of
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|    SQLite's supported types. The callable *callable* accepts as single parameter
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|    the Python value, and must return a value of the following types: int,
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|    float, str or bytes.
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| 
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| 
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| .. function:: complete_statement(sql)
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| 
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|    Returns :const:`True` if the string *sql* contains one or more complete SQL
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|    statements terminated by semicolons. It does not verify that the SQL is
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|    syntactically correct, only that there are no unclosed string literals and the
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|    statement is terminated by a semicolon.
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| 
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|    This can be used to build a shell for SQLite, as in the following example:
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| 
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| 
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|    .. literalinclude:: ../includes/sqlite3/complete_statement.py
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| 
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| 
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| .. function:: enable_callback_tracebacks(flag)
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| 
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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, you
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|    can call this function with *flag* as True. Afterwards, you will get tracebacks
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|    from callbacks on ``sys.stderr``. Use :const:`False` to disable the feature
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|    again.
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| 
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| 
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| .. _sqlite3-connection-objects:
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| 
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| Connection Objects
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| ------------------
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| 
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| .. class:: Connection
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| 
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|    A SQLite database connection has the following attributes and methods:
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| 
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| .. attribute:: Connection.isolation_level
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| 
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|    Get or set the current isolation level. :const:`None` for autocommit mode or
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|    one of "DEFERRED", "IMMEDIATE" or "EXCLUSIVE". See section
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|    :ref:`sqlite3-controlling-transactions` for a more detailed explanation.
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| 
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| .. attribute:: Connection.in_transaction
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| 
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|    :const:`True` if a transaction is active (there are uncommitted changes),
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|    :const:`False` otherwise.  Read-only attribute.
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| 
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|    .. versionadded:: 3.2
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| 
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| .. method:: Connection.cursor([cursorClass])
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| 
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|    The cursor method accepts a single optional parameter *cursorClass*. If
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|    supplied, this must be a custom cursor class that extends
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|    :class:`sqlite3.Cursor`.
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| 
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| .. method:: Connection.commit()
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| 
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|    This method commits the current transaction. If you don't call this method,
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|    anything you did since the last call to ``commit()`` is not visible from from
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|    other database connections. If you wonder why you don't see the data you've
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|    written to the database, please check you didn't forget to call this method.
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| 
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| .. method:: Connection.rollback()
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| 
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|    This method rolls back any changes to the database since the last call to
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|    :meth:`commit`.
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| 
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| .. method:: Connection.close()
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| 
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|    This closes the database connection. Note that this does not automatically
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|    call :meth:`commit`. If you just close your database connection without
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|    calling :meth:`commit` first, your changes will be lost!
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| 
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| .. method:: Connection.execute(sql, [parameters])
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| 
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|    This is a nonstandard shortcut that creates an intermediate cursor object by
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|    calling the cursor method, then calls the cursor's :meth:`execute
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|    <Cursor.execute>` method with the parameters given.
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| 
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| 
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| .. method:: Connection.executemany(sql, [parameters])
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| 
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|    This is a nonstandard shortcut that creates an intermediate cursor object by
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|    calling the cursor method, then calls the cursor's :meth:`executemany
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|    <Cursor.executemany>` method with the parameters given.
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| 
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| 
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| .. method:: Connection.executescript(sql_script)
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| 
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|    This is a nonstandard shortcut that creates an intermediate cursor object by
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|    calling the cursor method, then calls the cursor's :meth:`executescript
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|    <Cursor.executescript>` method with the parameters given.
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| 
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| 
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| .. method:: Connection.create_function(name, num_params, func)
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| 
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|    Creates a user-defined function that you can later use from within SQL
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|    statements under the function name *name*. *num_params* is the number of
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|    parameters the function accepts, and *func* is a Python callable that is called
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|    as the SQL function.
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| 
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|    The function can return any of the types supported by SQLite: bytes, str, int,
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|    float and None.
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| 
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|    Example:
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| 
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|    .. literalinclude:: ../includes/sqlite3/md5func.py
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| 
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| 
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| .. method:: Connection.create_aggregate(name, num_params, aggregate_class)
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| 
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|    Creates a user-defined aggregate function.
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| 
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|    The aggregate class must implement a ``step`` method, which accepts the number
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|    of parameters *num_params*, and a ``finalize`` method which will return the
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|    final result of the aggregate.
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| 
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|    The ``finalize`` method can return any of the types supported by SQLite:
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|    bytes, str, int, float and None.
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| 
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|    Example:
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| 
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|    .. literalinclude:: ../includes/sqlite3/mysumaggr.py
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| 
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| 
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| .. method:: Connection.create_collation(name, callable)
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| 
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|    Creates a collation with the specified *name* and *callable*. The callable will
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|    be passed two string arguments. It should return -1 if the first is ordered
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|    lower than the second, 0 if they are ordered equal and 1 if the first is ordered
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|    higher than the second.  Note that this controls sorting (ORDER BY in SQL) so
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|    your comparisons don't affect other SQL operations.
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| 
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|    Note that the callable will get its parameters as Python bytestrings, which will
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|    normally be encoded in UTF-8.
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| 
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|    The following example shows a custom collation that sorts "the wrong way":
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| 
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|    .. literalinclude:: ../includes/sqlite3/collation_reverse.py
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| 
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|    To remove a collation, call ``create_collation`` with None as callable::
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| 
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|       con.create_collation("reverse", None)
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| 
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| 
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| .. method:: Connection.interrupt()
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| 
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|    You can call this method from a different thread to abort any queries that might
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|    be executing on the connection. The query will then abort and the caller will
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|    get an exception.
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| 
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| 
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| .. method:: Connection.set_authorizer(authorizer_callback)
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| 
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|    This routine registers a callback. The callback is invoked for each attempt to
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|    access a column of a table in the database. The callback should return
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|    :const:`SQLITE_OK` if access is allowed, :const:`SQLITE_DENY` if the entire SQL
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|    statement should be aborted with an error and :const:`SQLITE_IGNORE` if the
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|    column should be treated as a NULL value. These constants are available in the
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|    :mod:`sqlite3` module.
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| 
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|    The first argument to the callback signifies what kind of operation is to be
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|    authorized. The second and third argument will be arguments or :const:`None`
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|    depending on the first argument. The 4th argument is the name of the database
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|    ("main", "temp", etc.) if applicable. The 5th argument is the name of the
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|    inner-most trigger or view that is responsible for the access attempt or
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|    :const:`None` if this access attempt is directly from input SQL code.
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| 
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|    Please consult the SQLite documentation about the possible values for the first
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|    argument and the meaning of the second and third argument depending on the first
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|    one. All necessary constants are available in the :mod:`sqlite3` module.
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| 
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| 
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| .. method:: Connection.set_progress_handler(handler, n)
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| 
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|    This routine registers a callback. The callback is invoked for every *n*
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|    instructions of the SQLite virtual machine. This is useful if you want to
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|    get called from SQLite during long-running operations, for example to update
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|    a GUI.
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| 
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|    If you want to clear any previously installed progress handler, call the
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|    method with :const:`None` for *handler*.
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| 
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| 
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| .. method:: Connection.set_trace_callback(trace_callback)
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| 
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|    Registers *trace_callback* to be called for each SQL statement that is
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|    actually executed by the SQLite backend.
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| 
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|    The only argument passed to the callback is the statement (as string) that
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|    is being executed. The return value of the callback is ignored. Note that
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|    the backend does not only run statements passed to the :meth:`Cursor.execute`
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|    methods.  Other sources include the transaction management of the Python
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|    module and the execution of triggers defined in the current database.
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| 
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|    Passing :const:`None` as *trace_callback* will disable the trace callback.
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| 
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|    .. versionadded:: 3.3
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| 
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| 
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| .. method:: Connection.enable_load_extension(enabled)
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| 
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|    This routine allows/disallows the SQLite engine to load SQLite extensions
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|    from shared libraries.  SQLite extensions can define new functions,
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|    aggregates or whole new virtual table implementations.  One well-known
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|    extension is the fulltext-search extension distributed with SQLite.
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| 
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|    .. versionadded:: 3.2
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| 
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|    .. literalinclude:: ../includes/sqlite3/load_extension.py
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| 
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|    Loadable extensions are disabled by default. See [#f1]_.
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| 
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| .. method:: Connection.load_extension(path)
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| 
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|    This routine loads a SQLite extension from a shared library.  You have to
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|    enable extension loading with :meth:`enable_load_extension` before you can
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|    use this routine.
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| 
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|    .. versionadded:: 3.2
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| 
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|    Loadable extensions are disabled by default. See [#f1]_.
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| 
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| .. attribute:: Connection.row_factory
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| 
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|    You can change this attribute to a callable that accepts the cursor and the
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|    original row as a tuple and will return the real result row.  This way, you can
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|    implement more advanced ways of returning results, such  as returning an object
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|    that can also access columns by name.
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| 
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|    Example:
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| 
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|    .. literalinclude:: ../includes/sqlite3/row_factory.py
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| 
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|    If returning a tuple doesn't suffice and you want name-based access to
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|    columns, you should consider setting :attr:`row_factory` to the
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|    highly-optimized :class:`sqlite3.Row` type. :class:`Row` provides both
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|    index-based and case-insensitive name-based access to columns with almost no
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|    memory overhead. It will probably be better than your own custom
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|    dictionary-based approach or even a db_row based solution.
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| 
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|    .. XXX what's a db_row-based solution?
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| 
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| 
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| .. attribute:: Connection.text_factory
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| 
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|    Using this attribute you can control what objects are returned for the ``TEXT``
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|    data type. By default, this attribute is set to :class:`str` and the
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|    :mod:`sqlite3` module will return Unicode objects for ``TEXT``. If you want to
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|    return bytestrings instead, you can set it to :class:`bytes`.
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| 
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|    For efficiency reasons, there's also a way to return :class:`str` objects
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|    only for non-ASCII data, and :class:`bytes` otherwise. To activate it, set
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|    this attribute to :const:`sqlite3.OptimizedUnicode`.
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| 
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|    You can also set it to any other callable that accepts a single bytestring
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|    parameter and returns the resulting object.
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| 
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|    See the following example code for illustration:
 | |
| 
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|    .. literalinclude:: ../includes/sqlite3/text_factory.py
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| 
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| 
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| .. attribute:: Connection.total_changes
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| 
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|    Returns the total number of database rows that have been modified, inserted, or
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|    deleted since the database connection was opened.
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| 
 | |
| 
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| .. attribute:: Connection.iterdump
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| 
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|    Returns an iterator to dump the database in an SQL text format.  Useful when
 | |
|    saving an in-memory database for later restoration.  This function provides
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|    the same capabilities as the :kbd:`.dump` command in the :program:`sqlite3`
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|    shell.
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| 
 | |
|    Example::
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| 
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|       # Convert file existing_db.db to SQL dump file dump.sql
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|       import sqlite3, os
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| 
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|       con = sqlite3.connect('existing_db.db')
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|       with open('dump.sql', 'w') as f:
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|           for line in con.iterdump():
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|               f.write('%s\n' % line)
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| 
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| 
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| .. _sqlite3-cursor-objects:
 | |
| 
 | |
| Cursor Objects
 | |
| --------------
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| 
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| .. class:: Cursor
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| 
 | |
|    A :class:`Cursor` instance has the following attributes and methods.
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| 
 | |
| .. method:: Cursor.execute(sql, [parameters])
 | |
| 
 | |
|    Executes an SQL statement. The SQL statement may be parametrized (i. e.
 | |
|    placeholders instead of SQL literals). The :mod:`sqlite3` module supports two
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|    kinds of placeholders: question marks (qmark style) and named placeholders
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|    (named style).
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| 
 | |
|    This example shows how to use parameters with qmark style:
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| 
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|    .. literalinclude:: ../includes/sqlite3/execute_1.py
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| 
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|    This example shows how to use the named style:
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| 
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|    .. literalinclude:: ../includes/sqlite3/execute_2.py
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| 
 | |
|    :meth:`execute` will only execute a single SQL statement. If you try to execute
 | |
|    more than one statement with it, it will raise a Warning. Use
 | |
|    :meth:`executescript` if you want to execute multiple SQL statements with one
 | |
|    call.
 | |
| 
 | |
| 
 | |
| .. method:: Cursor.executemany(sql, seq_of_parameters)
 | |
| 
 | |
|    Executes an SQL command against all parameter sequences or mappings found in
 | |
|    the sequence *sql*.  The :mod:`sqlite3` module also allows using an
 | |
|    :term:`iterator` yielding parameters instead of a sequence.
 | |
| 
 | |
|    .. literalinclude:: ../includes/sqlite3/executemany_1.py
 | |
| 
 | |
|    Here's a shorter example using a :term:`generator`:
 | |
| 
 | |
|    .. literalinclude:: ../includes/sqlite3/executemany_2.py
 | |
| 
 | |
| 
 | |
| .. method:: Cursor.executescript(sql_script)
 | |
| 
 | |
|    This is a nonstandard convenience method for executing multiple SQL statements
 | |
|    at once. It issues a ``COMMIT`` statement first, then executes the SQL script it
 | |
|    gets as a parameter.
 | |
| 
 | |
|    *sql_script* can be an instance of :class:`str` or :class:`bytes`.
 | |
| 
 | |
|    Example:
 | |
| 
 | |
|    .. literalinclude:: ../includes/sqlite3/executescript.py
 | |
| 
 | |
| 
 | |
| .. method:: Cursor.fetchone()
 | |
| 
 | |
|    Fetches the next row of a query result set, returning a single sequence,
 | |
|    or :const:`None` when no more data is available.
 | |
| 
 | |
| 
 | |
| .. method:: Cursor.fetchmany([size=cursor.arraysize])
 | |
| 
 | |
|    Fetches the next set of rows of a query result, returning a list.  An empty
 | |
|    list is returned when no more rows are available.
 | |
| 
 | |
|    The number of rows to fetch per call is specified by the *size* parameter.
 | |
|    If it is not given, the cursor's arraysize determines the number of rows
 | |
|    to be fetched. The method should try to fetch as many rows as indicated by
 | |
|    the size parameter. If this is not possible due to the specified number of
 | |
|    rows not being available, fewer rows may be 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:: Cursor.fetchall()
 | |
| 
 | |
|    Fetches all (remaining) rows of a query result, returning a list.  Note that
 | |
|    the cursor's arraysize attribute can affect the performance of this operation.
 | |
|    An empty list is returned when no rows are available.
 | |
| 
 | |
| 
 | |
| .. attribute:: Cursor.rowcount
 | |
| 
 | |
|    Although the :class:`Cursor` class of the :mod:`sqlite3` module implements this
 | |
|    attribute, the database engine's own support for the determination of "rows
 | |
|    affected"/"rows selected" is quirky.
 | |
| 
 | |
|    For ``DELETE`` statements, SQLite reports :attr:`rowcount` as 0 if you make a
 | |
|    ``DELETE FROM table`` without any condition.
 | |
| 
 | |
|    For :meth:`executemany` statements, the number of modifications are summed up
 | |
|    into :attr:`rowcount`.
 | |
| 
 | |
|    As required by the Python DB API Spec, the :attr:`rowcount` attribute "is -1 in
 | |
|    case no ``executeXX()`` has been performed on the cursor or the rowcount of the
 | |
|    last operation is not determinable by the interface".
 | |
| 
 | |
|    This includes ``SELECT`` statements because we cannot determine the number of
 | |
|    rows a query produced until all rows were fetched.
 | |
| 
 | |
| .. attribute:: Cursor.lastrowid
 | |
| 
 | |
|    This read-only attribute provides the rowid of the last modified row. It is
 | |
|    only set if you issued a ``INSERT`` statement using the :meth:`execute`
 | |
|    method. For operations other than ``INSERT`` or when :meth:`executemany` is
 | |
|    called, :attr:`lastrowid` is set to :const:`None`.
 | |
| 
 | |
| .. attribute:: Cursor.description
 | |
| 
 | |
|    This read-only attribute 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 :const:`None`.
 | |
| 
 | |
|    It is set for ``SELECT`` statements without any matching rows as well.
 | |
| 
 | |
| .. _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 tries to mimic a tuple in most of its features.
 | |
| 
 | |
|    It supports mapping access by column name and index, iteration,
 | |
|    representation, equality testing and :func:`len`.
 | |
| 
 | |
|    If two :class:`Row` objects have exactly the same columns and their
 | |
|    members are equal, they compare equal.
 | |
| 
 | |
|    .. method:: keys
 | |
| 
 | |
|       This method returns a tuple of column names. Immediately after a query,
 | |
|       it is the first member of each tuple in :attr:`Cursor.description`.
 | |
| 
 | |
| Let's assume we initialize a table as in the example given above::
 | |
| 
 | |
|     conn = sqlite3.connect(":memory:")
 | |
|     c = conn.cursor()
 | |
|     c.execute('''create table stocks
 | |
|     (date text, trans text, symbol text,
 | |
|      qty real, price real)''')
 | |
|     c.execute("""insert into stocks
 | |
|               values ('2006-01-05','BUY','RHAT',100,35.14)""")
 | |
|     conn.commit()
 | |
|     c.close()
 | |
| 
 | |
| Now we plug :class:`Row` in::
 | |
| 
 | |
|     >>> conn.row_factory = sqlite3.Row
 | |
|     >>> c = conn.cursor()
 | |
|     >>> c.execute('select * from stocks')
 | |
|     <sqlite3.Cursor object at 0x7f4e7dd8fa80>
 | |
|     >>> r = c.fetchone()
 | |
|     >>> type(r)
 | |
|     <class 'sqlite3.Row'>
 | |
|     >>> tuple(r)
 | |
|     ('2006-01-05', 'BUY', 'RHAT', 100.0, 35.14)
 | |
|     >>> len(r)
 | |
|     5
 | |
|     >>> r[2]
 | |
|     'RHAT'
 | |
|     >>> r.keys()
 | |
|     ['date', 'trans', 'symbol', 'qty', 'price']
 | |
|     >>> r['qty']
 | |
|     100.0
 | |
|     >>> for member in r:
 | |
|     ...     print(member)
 | |
|     ...
 | |
|     2006-01-05
 | |
|     BUY
 | |
|     RHAT
 | |
|     100.0
 | |
|     35.14
 | |
| 
 | |
| 
 | |
| .. _sqlite3-types:
 | |
| 
 | |
| SQLite and Python types
 | |
| -----------------------
 | |
| 
 | |
| 
 | |
| Introduction
 | |
| ^^^^^^^^^^^^
 | |
| 
 | |
| 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 |
 | |
| +===============================+=============+
 | |
| | :const:`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``    | :const:`None`                               |
 | |
| +-------------+---------------------------------------------+
 | |
| | ``INTEGER`` | :class:`int`                                |
 | |
| +-------------+---------------------------------------------+
 | |
| | ``REAL``    | :class:`float`                              |
 | |
| +-------------+---------------------------------------------+
 | |
| | ``TEXT``    | depends on text_factory, 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 a SQLite database via object adaptation, and
 | |
| you can let the :mod:`sqlite3` module convert SQLite types to different Python
 | |
| types via converters.
 | |
| 
 | |
| 
 | |
| Using adapters to store additional Python types in SQLite databases
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| As described before, SQLite supports only a limited set of types natively. To
 | |
| use other Python types with SQLite, you must **adapt** them to one of the
 | |
| sqlite3 module's supported types for SQLite: one of NoneType, int, float,
 | |
| str, bytes.
 | |
| 
 | |
| The :mod:`sqlite3` module uses Python object adaptation, as described in
 | |
| :pep:`246` for this.  The protocol to use is :class:`PrepareProtocol`.
 | |
| 
 | |
| There are two ways to enable the :mod:`sqlite3` module to adapt a custom Python
 | |
| type to one of the supported ones.
 | |
| 
 | |
| 
 | |
| Letting your object adapt itself
 | |
| """"""""""""""""""""""""""""""""
 | |
| 
 | |
| This is a good approach if you write the class yourself. Let's suppose you have
 | |
| a class like this::
 | |
| 
 | |
|    class Point:
 | |
|        def __init__(self, x, y):
 | |
|            self.x, self.y = x, y
 | |
| 
 | |
| Now you want to store the point in a single SQLite column.  First you'll have to
 | |
| choose one of the supported types first to be used for representing the point.
 | |
| Let's just use str and separate the coordinates using a semicolon. Then you need
 | |
| to give your class a method ``__conform__(self, protocol)`` which must return
 | |
| the converted value. The parameter *protocol* will be :class:`PrepareProtocol`.
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/adapter_point_1.py
 | |
| 
 | |
| 
 | |
| Registering an adapter callable
 | |
| """""""""""""""""""""""""""""""
 | |
| 
 | |
| The other possibility is to create a function that converts the type to the
 | |
| string representation and register the function with :meth:`register_adapter`.
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/adapter_point_2.py
 | |
| 
 | |
| The :mod:`sqlite3` module has two default adapters for Python's built-in
 | |
| :class:`datetime.date` and :class:`datetime.datetime` types.  Now let's suppose
 | |
| we want to store :class:`datetime.datetime` objects not in ISO representation,
 | |
| but as a Unix timestamp.
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/adapter_datetime.py
 | |
| 
 | |
| 
 | |
| Converting SQLite values to custom Python types
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| Writing an adapter lets you send custom Python types to SQLite. But to make it
 | |
| really useful we need to make the Python to SQLite to Python roundtrip work.
 | |
| 
 | |
| Enter 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 **always** get called with a string, no matter under which
 | |
|    data type you sent the value to SQLite.
 | |
| 
 | |
| ::
 | |
| 
 | |
|    def convert_point(s):
 | |
|        x, y = map(float, s.split(";"))
 | |
|        return Point(x, y)
 | |
| 
 | |
| Now you need to make the :mod:`sqlite3` module know that what you select from
 | |
| the database is actually a point. There are two ways of doing this:
 | |
| 
 | |
| * Implicitly via the declared type
 | |
| 
 | |
| * Explicitly via the column name
 | |
| 
 | |
| Both ways are described in section :ref:`sqlite3-module-contents`, in the entries
 | |
| for the constants :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES`.
 | |
| 
 | |
| The following example illustrates both approaches.
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/converter_point.py
 | |
| 
 | |
| 
 | |
| Default adapters and converters
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| There are default adapters for the date and datetime types in the datetime
 | |
| module. They will be sent as ISO dates/ISO timestamps to SQLite.
 | |
| 
 | |
| The default converters are registered under the name "date" for
 | |
| :class:`datetime.date` and under the name "timestamp" for
 | |
| :class:`datetime.datetime`.
 | |
| 
 | |
| This way, you can use date/timestamps from Python without any additional
 | |
| fiddling in most cases. The format of the adapters is also compatible with the
 | |
| experimental SQLite date/time functions.
 | |
| 
 | |
| The following example demonstrates this.
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/pysqlite_datetime.py
 | |
| 
 | |
| 
 | |
| .. _sqlite3-controlling-transactions:
 | |
| 
 | |
| Controlling Transactions
 | |
| ------------------------
 | |
| 
 | |
| By default, the :mod:`sqlite3` module opens transactions implicitly before a
 | |
| Data Modification Language (DML)  statement (i.e.
 | |
| ``INSERT``/``UPDATE``/``DELETE``/``REPLACE``), and commits transactions
 | |
| implicitly before a non-DML, non-query statement (i. e.
 | |
| anything other than ``SELECT`` or the aforementioned).
 | |
| 
 | |
| So if you are within a transaction and issue a command like ``CREATE TABLE
 | |
| ...``, ``VACUUM``, ``PRAGMA``, the :mod:`sqlite3` module will commit implicitly
 | |
| before executing that command. There are two reasons for doing that. The first
 | |
| is that some of these commands don't work within transactions. The other reason
 | |
| is that sqlite3 needs to keep track of the transaction state (if a transaction
 | |
| is active or not).  The current transaction state is exposed through the
 | |
| :attr:`Connection.in_transaction` attribute of the connection object.
 | |
| 
 | |
| You can control which kind of ``BEGIN`` statements sqlite3 implicitly executes
 | |
| (or none at all) via the *isolation_level* parameter to the :func:`connect`
 | |
| call, or via the :attr:`isolation_level` property of connections.
 | |
| 
 | |
| If you want **autocommit mode**, then set :attr:`isolation_level` to None.
 | |
| 
 | |
| Otherwise leave it at its default, which will result in a plain "BEGIN"
 | |
| statement, or set it to one of SQLite's supported isolation levels: "DEFERRED",
 | |
| "IMMEDIATE" or "EXCLUSIVE".
 | |
| 
 | |
| 
 | |
| 
 | |
| Using :mod:`sqlite3` efficiently
 | |
| --------------------------------
 | |
| 
 | |
| 
 | |
| Using shortcut methods
 | |
| ^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| Using the nonstandard :meth:`execute`, :meth:`executemany` and
 | |
| :meth:`executescript` methods of the :class:`Connection` object, 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.
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/shortcut_methods.py
 | |
| 
 | |
| 
 | |
| Accessing columns by name instead of by index
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| One useful feature of the :mod:`sqlite3` module is the built-in
 | |
| :class:`sqlite3.Row` class designed to be used as a row factory.
 | |
| 
 | |
| Rows wrapped with this class can be accessed both by index (like tuples) and
 | |
| case-insensitively by name:
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/rowclass.py
 | |
| 
 | |
| 
 | |
| Using the connection as a context manager
 | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 | |
| 
 | |
| Connection objects can be used as context managers
 | |
| that automatically commit or rollback transactions.  In the event of an
 | |
| exception, the transaction is rolled back; otherwise, the transaction is
 | |
| committed:
 | |
| 
 | |
| .. literalinclude:: ../includes/sqlite3/ctx_manager.py
 | |
| 
 | |
| 
 | |
| Common issues
 | |
| -------------
 | |
| 
 | |
| Multithreading
 | |
| ^^^^^^^^^^^^^^
 | |
| 
 | |
| Older SQLite versions had issues with sharing connections between threads.
 | |
| That's why the Python module disallows sharing connections and cursors between
 | |
| threads. If you still try to do so, you will get an exception at runtime.
 | |
| 
 | |
| The only exception is calling the :meth:`~Connection.interrupt` method, which
 | |
| only makes sense to call from a different thread.
 | |
| 
 | |
| .. rubric:: Footnotes
 | |
| 
 | |
| .. [#f1] The sqlite3 module is not built with loadable extension support by
 | |
|   default, because some platforms (notably Mac OS X) have SQLite libraries which
 | |
|   are compiled without this feature. To get loadable extension support, you must
 | |
|   pass --enable-loadable-sqlite-extensions to configure.
 | 
