| :mod:`sqlite3` --- DB-API 2.0 interface for SQLite databases | 
 | ============================================================ | 
 |  | 
 | .. module:: sqlite3 | 
 |    :synopsis: A DB-API 2.0 implementation using SQLite 3.x. | 
 | .. sectionauthor:: Gerhard Häring <gh@ghaering.de> | 
 |  | 
 |  | 
 | SQLite is a C library that provides a lightweight disk-based database that | 
 | doesn't require a separate server process and allows accessing the database | 
 | using a nonstandard variant of the SQL query language. Some applications can use | 
 | SQLite for internal data storage.  It's also possible to prototype an | 
 | application using SQLite and then port the code to a larger database such as | 
 | PostgreSQL or Oracle. | 
 |  | 
 | sqlite3 was written by Gerhard Häring and provides a SQL interface compliant | 
 | with the DB-API 2.0 specification described by :pep:`249`. | 
 |  | 
 | To use the module, you must first create a :class:`Connection` object that | 
 | represents the database.  Here the data will be stored in the | 
 | :file:`example.db` file:: | 
 |  | 
 |    import sqlite3 | 
 |    conn = sqlite3.connect('example.db') | 
 |  | 
 | You can also supply the special name ``:memory:`` to create a database in RAM. | 
 |  | 
 | Once you have a :class:`Connection`, you can create a :class:`Cursor`  object | 
 | and call its :meth:`~Cursor.execute` method to perform SQL commands:: | 
 |  | 
 |    c = conn.cursor() | 
 |  | 
 |    # Create table | 
 |    c.execute('''create table stocks | 
 |    (date text, trans text, symbol text, | 
 |     qty real, price real)''') | 
 |  | 
 |    # Insert a row of data | 
 |    c.execute("""insert into stocks | 
 |              values ('2006-01-05','BUY','RHAT',100,35.14)""") | 
 |  | 
 |    # Save (commit) the changes | 
 |    conn.commit() | 
 |  | 
 |    # We can also close the cursor if we are done with it | 
 |    c.close() | 
 |  | 
 | Usually your SQL operations will need to use values from Python variables.  You | 
 | shouldn't assemble your query using Python's string operations because doing so | 
 | is insecure; it makes your program vulnerable to an SQL injection attack. | 
 |  | 
 | Instead, use the DB-API's parameter substitution.  Put ``?`` as a placeholder | 
 | wherever you want to use a value, and then provide a tuple of values as the | 
 | second argument to the cursor's :meth:`~Cursor.execute` method.  (Other database | 
 | modules may use a different placeholder, such as ``%s`` or ``:1``.) For | 
 | example:: | 
 |  | 
 |    # Never do this -- insecure! | 
 |    symbol = 'IBM' | 
 |    c.execute("select * from stocks where symbol = '%s'" % symbol) | 
 |  | 
 |    # Do this instead | 
 |    t = ('IBM',) | 
 |    c.execute('select * from stocks where symbol=?', t) | 
 |  | 
 |    # Larger example | 
 |    for t in [('2006-03-28', 'BUY', 'IBM', 1000, 45.00), | 
 |              ('2006-04-05', 'BUY', 'MSFT', 1000, 72.00), | 
 |              ('2006-04-06', 'SELL', 'IBM', 500, 53.00), | 
 |             ]: | 
 |        c.execute('insert into stocks values (?,?,?,?,?)', t) | 
 |  | 
 | To retrieve data after executing a SELECT statement, you can either treat the | 
 | cursor as an :term:`iterator`, call the cursor's :meth:`~Cursor.fetchone` method to | 
 | retrieve a single matching row, or call :meth:`~Cursor.fetchall` to get a list of the | 
 | matching rows. | 
 |  | 
 | This example uses the iterator form:: | 
 |  | 
 |    >>> c = conn.cursor() | 
 |    >>> c.execute('select * from stocks order by price') | 
 |    >>> for row in c: | 
 |    ...     print(row) | 
 |    ... | 
 |    ('2006-01-05', 'BUY', 'RHAT', 100, 35.14) | 
 |    ('2006-03-28', 'BUY', 'IBM', 1000, 45.0) | 
 |    ('2006-04-06', 'SELL', 'IBM', 500, 53.0) | 
 |    ('2006-04-05', 'BUY', 'MSOFT', 1000, 72.0) | 
 |    >>> | 
 |  | 
 |  | 
 | .. seealso:: | 
 |  | 
 |    http://code.google.com/p/pysqlite/ | 
 |       The pysqlite web page -- sqlite3 is developed externally under the name | 
 |       "pysqlite". | 
 |  | 
 |    http://www.sqlite.org | 
 |       The SQLite web page; the documentation describes the syntax and the | 
 |       available data types for the supported SQL dialect. | 
 |  | 
 |    :pep:`249` - Database API Specification 2.0 | 
 |       PEP written by Marc-André Lemburg. | 
 |  | 
 |  | 
 | .. _sqlite3-module-contents: | 
 |  | 
 | Module functions and constants | 
 | ------------------------------ | 
 |  | 
 |  | 
 | .. data:: version | 
 |  | 
 |    The version number of this module, as a string. This is not the version of | 
 |    the SQLite library. | 
 |  | 
 |  | 
 | .. data:: version_info | 
 |  | 
 |    The version number of this module, as a tuple of integers. This is not the | 
 |    version of the SQLite library. | 
 |  | 
 |  | 
 | .. data:: sqlite_version | 
 |  | 
 |    The version number of the run-time SQLite library, as a string. | 
 |  | 
 |  | 
 | .. data:: sqlite_version_info | 
 |  | 
 |    The version number of the run-time SQLite library, as a tuple of integers. | 
 |  | 
 |  | 
 | .. data:: PARSE_DECLTYPES | 
 |  | 
 |    This constant is meant to be used with the *detect_types* parameter of the | 
 |    :func:`connect` function. | 
 |  | 
 |    Setting it makes the :mod:`sqlite3` module parse the declared type for each | 
 |    column it returns.  It will parse out the first word of the declared type, | 
 |    i. e.  for "integer primary key", it will parse out "integer", or for | 
 |    "number(10)" it will parse out "number". Then for that column, it will look | 
 |    into the converters dictionary and use the converter function registered for | 
 |    that type there. | 
 |  | 
 |  | 
 | .. data:: PARSE_COLNAMES | 
 |  | 
 |    This constant is meant to be used with the *detect_types* parameter of the | 
 |    :func:`connect` function. | 
 |  | 
 |    Setting this makes the SQLite interface parse the column name for each column it | 
 |    returns.  It will look for a string formed [mytype] in there, and then decide | 
 |    that 'mytype' is the type of the column. It will try to find an entry of | 
 |    'mytype' in the converters dictionary and then use the converter function found | 
 |    there to return the value. The column name found in :attr:`Cursor.description` | 
 |    is only the first word of the column name, i.  e. if you use something like | 
 |    ``'as "x [datetime]"'`` in your SQL, then we will parse out everything until the | 
 |    first blank for the column name: the column name would simply be "x". | 
 |  | 
 |  | 
 | .. function:: connect(database[, timeout, detect_types, isolation_level, check_same_thread, factory, cached_statements, uri]) | 
 |  | 
 |    Opens a connection to the SQLite database file *database*. You can use | 
 |    ``":memory:"`` to open a database connection to a database that resides in RAM | 
 |    instead of on disk. | 
 |  | 
 |    When a database is accessed by multiple connections, and one of the processes | 
 |    modifies the database, the SQLite database is locked until that transaction is | 
 |    committed. The *timeout* parameter specifies how long the connection should wait | 
 |    for the lock to go away until raising an exception. The default for the timeout | 
 |    parameter is 5.0 (five seconds). | 
 |  | 
 |    For the *isolation_level* parameter, please see the | 
 |    :attr:`Connection.isolation_level` property of :class:`Connection` objects. | 
 |  | 
 |    SQLite natively supports only the types TEXT, INTEGER, REAL, BLOB and NULL. If | 
 |    you want to use other types you must add support for them yourself. The | 
 |    *detect_types* parameter and the using custom **converters** registered with the | 
 |    module-level :func:`register_converter` function allow you to easily do that. | 
 |  | 
 |    *detect_types* defaults to 0 (i. e. off, no type detection), you can set it to | 
 |    any combination of :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES` to turn | 
 |    type detection on. | 
 |  | 
 |    By default, the :mod:`sqlite3` module uses its :class:`Connection` class for the | 
 |    connect call.  You can, however, subclass the :class:`Connection` class and make | 
 |    :func:`connect` use your class instead by providing your class for the *factory* | 
 |    parameter. | 
 |  | 
 |    Consult the section :ref:`sqlite3-types` of this manual for details. | 
 |  | 
 |    The :mod:`sqlite3` module internally uses a statement cache to avoid SQL parsing | 
 |    overhead. If you want to explicitly set the number of statements that are cached | 
 |    for the connection, you can set the *cached_statements* parameter. The currently | 
 |    implemented default is to cache 100 statements. | 
 |  | 
 |    If *uri* is true, *database* is interpreted as a URI. This allows you | 
 |    to specify options. For example, to open a database in read-only mode | 
 |    you can use:: | 
 |  | 
 |        db = sqlite3.connect('file:path/to/database?mode=ro', uri=True) | 
 |  | 
 |    More information about this feature, including a list of recognized options, can | 
 |    be found in the `SQLite URI documentation <http://www.sqlite.org/uri.html>`_. | 
 |  | 
 |    .. versionchanged:: 3.4 | 
 |       Added the *uri* parameter. | 
 |  | 
 |  | 
 | .. function:: register_converter(typename, callable) | 
 |  | 
 |    Registers a callable to convert a bytestring from the database into a custom | 
 |    Python type. The callable will be invoked for all database values that are of | 
 |    the type *typename*. Confer the parameter *detect_types* of the :func:`connect` | 
 |    function for how the type detection works. Note that the case of *typename* and | 
 |    the name of the type in your query must match! | 
 |  | 
 |  | 
 | .. function:: register_adapter(type, callable) | 
 |  | 
 |    Registers a callable to convert the custom Python type *type* into one of | 
 |    SQLite's supported types. The callable *callable* accepts as single parameter | 
 |    the Python value, and must return a value of the following types: int, | 
 |    float, str or bytes. | 
 |  | 
 |  | 
 | .. function:: complete_statement(sql) | 
 |  | 
 |    Returns :const:`True` if the string *sql* contains one or more complete SQL | 
 |    statements terminated by semicolons. It does not verify that the SQL is | 
 |    syntactically correct, only that there are no unclosed string literals and the | 
 |    statement is terminated by a semicolon. | 
 |  | 
 |    This can be used to build a shell for SQLite, as in the following example: | 
 |  | 
 |  | 
 |    .. literalinclude:: ../includes/sqlite3/complete_statement.py | 
 |  | 
 |  | 
 | .. function:: enable_callback_tracebacks(flag) | 
 |  | 
 |    By default you will not get any tracebacks in user-defined functions, | 
 |    aggregates, converters, authorizer callbacks etc. If you want to debug them, you | 
 |    can call this function with *flag* as True. Afterwards, you will get tracebacks | 
 |    from callbacks on ``sys.stderr``. Use :const:`False` to disable the feature | 
 |    again. | 
 |  | 
 |  | 
 | .. _sqlite3-connection-objects: | 
 |  | 
 | Connection Objects | 
 | ------------------ | 
 |  | 
 | .. class:: Connection | 
 |  | 
 |    A SQLite database connection has the following attributes and methods: | 
 |  | 
 |    .. attribute:: isolation_level | 
 |  | 
 |       Get or set the current isolation level. :const:`None` for autocommit mode or | 
 |       one of "DEFERRED", "IMMEDIATE" or "EXCLUSIVE". See section | 
 |       :ref:`sqlite3-controlling-transactions` for a more detailed explanation. | 
 |  | 
 |    .. attribute:: in_transaction | 
 |  | 
 |       :const:`True` if a transaction is active (there are uncommitted changes), | 
 |       :const:`False` otherwise.  Read-only attribute. | 
 |  | 
 |       .. versionadded:: 3.2 | 
 |  | 
 |    .. method:: cursor([cursorClass]) | 
 |  | 
 |       The cursor method accepts a single optional parameter *cursorClass*. If | 
 |       supplied, this must be a custom cursor class that extends | 
 |       :class:`sqlite3.Cursor`. | 
 |  | 
 |    .. method:: commit() | 
 |  | 
 |       This method commits the current transaction. If you don't call this method, | 
 |       anything you did since the last call to ``commit()`` is not visible from | 
 |       other database connections. If you wonder why you don't see the data you've | 
 |       written to the database, please check you didn't forget to call this method. | 
 |  | 
 |    .. method:: rollback() | 
 |  | 
 |       This method rolls back any changes to the database since the last call to | 
 |       :meth:`commit`. | 
 |  | 
 |    .. method:: close() | 
 |  | 
 |       This closes the database connection. Note that this does not automatically | 
 |       call :meth:`commit`. If you just close your database connection without | 
 |       calling :meth:`commit` first, your changes will be lost! | 
 |  | 
 |    .. method:: execute(sql, [parameters]) | 
 |  | 
 |       This is a nonstandard shortcut that creates an intermediate cursor object by | 
 |       calling the cursor method, then calls the cursor's :meth:`execute | 
 |       <Cursor.execute>` method with the parameters given. | 
 |  | 
 |  | 
 |    .. method:: executemany(sql, [parameters]) | 
 |  | 
 |       This is a nonstandard shortcut that creates an intermediate cursor object by | 
 |       calling the cursor method, then calls the cursor's :meth:`executemany | 
 |       <Cursor.executemany>` method with the parameters given. | 
 |  | 
 |    .. method:: executescript(sql_script) | 
 |  | 
 |       This is a nonstandard shortcut that creates an intermediate cursor object by | 
 |       calling the cursor method, then calls the cursor's :meth:`executescript | 
 |       <Cursor.executescript>` method with the parameters given. | 
 |  | 
 |  | 
 |    .. method:: create_function(name, num_params, func) | 
 |  | 
 |       Creates a user-defined function that you can later use from within SQL | 
 |       statements under the function name *name*. *num_params* is the number of | 
 |       parameters the function accepts, and *func* is a Python callable that is called | 
 |       as the SQL function. | 
 |  | 
 |       The function can return any of the types supported by SQLite: bytes, str, int, | 
 |       float and None. | 
 |  | 
 |       Example: | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/md5func.py | 
 |  | 
 |  | 
 |    .. method:: create_aggregate(name, num_params, aggregate_class) | 
 |  | 
 |       Creates a user-defined aggregate function. | 
 |  | 
 |       The aggregate class must implement a ``step`` method, which accepts the number | 
 |       of parameters *num_params*, and a ``finalize`` method which will return the | 
 |       final result of the aggregate. | 
 |  | 
 |       The ``finalize`` method can return any of the types supported by SQLite: | 
 |       bytes, str, int, float and None. | 
 |  | 
 |       Example: | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/mysumaggr.py | 
 |  | 
 |  | 
 |    .. method:: create_collation(name, callable) | 
 |  | 
 |       Creates a collation with the specified *name* and *callable*. The callable will | 
 |       be passed two string arguments. It should return -1 if the first is ordered | 
 |       lower than the second, 0 if they are ordered equal and 1 if the first is ordered | 
 |       higher than the second.  Note that this controls sorting (ORDER BY in SQL) so | 
 |       your comparisons don't affect other SQL operations. | 
 |  | 
 |       Note that the callable will get its parameters as Python bytestrings, which will | 
 |       normally be encoded in UTF-8. | 
 |  | 
 |       The following example shows a custom collation that sorts "the wrong way": | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/collation_reverse.py | 
 |  | 
 |       To remove a collation, call ``create_collation`` with None as callable:: | 
 |  | 
 |          con.create_collation("reverse", None) | 
 |  | 
 |  | 
 |    .. method:: interrupt() | 
 |  | 
 |       You can call this method from a different thread to abort any queries that might | 
 |       be executing on the connection. The query will then abort and the caller will | 
 |       get an exception. | 
 |  | 
 |  | 
 |    .. method:: set_authorizer(authorizer_callback) | 
 |  | 
 |       This routine registers a callback. The callback is invoked for each attempt to | 
 |       access a column of a table in the database. The callback should return | 
 |       :const:`SQLITE_OK` if access is allowed, :const:`SQLITE_DENY` if the entire SQL | 
 |       statement should be aborted with an error and :const:`SQLITE_IGNORE` if the | 
 |       column should be treated as a NULL value. These constants are available in the | 
 |       :mod:`sqlite3` module. | 
 |  | 
 |       The first argument to the callback signifies what kind of operation is to be | 
 |       authorized. The second and third argument will be arguments or :const:`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 | 
 |       :const:`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. | 
 |  | 
 |  | 
 |    .. method:: set_progress_handler(handler, n) | 
 |  | 
 |       This routine registers a callback. The callback is 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 :const:`None` for *handler*. | 
 |  | 
 |  | 
 |    .. method:: set_trace_callback(trace_callback) | 
 |  | 
 |       Registers *trace_callback* to be called for each SQL statement that is | 
 |       actually executed by the SQLite backend. | 
 |  | 
 |       The only argument passed to the callback is the statement (as string) 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 transaction management of the Python | 
 |       module and the execution of triggers defined in the current database. | 
 |  | 
 |       Passing :const:`None` as *trace_callback* will disable the trace callback. | 
 |  | 
 |       .. versionadded:: 3.3 | 
 |  | 
 |  | 
 |    .. method:: enable_load_extension(enabled) | 
 |  | 
 |       This routine allows/disallows the SQLite engine to load SQLite extensions | 
 |       from shared libraries.  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. | 
 |  | 
 |       Loadable extensions are disabled by default. See [#f1]_. | 
 |  | 
 |       .. versionadded:: 3.2 | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/load_extension.py | 
 |  | 
 |    .. method:: load_extension(path) | 
 |  | 
 |       This routine loads a SQLite extension from a shared library.  You have to | 
 |       enable extension loading with :meth:`enable_load_extension` before you can | 
 |       use this routine. | 
 |  | 
 |       Loadable extensions are disabled by default. See [#f1]_. | 
 |  | 
 |       .. versionadded:: 3.2 | 
 |  | 
 |    .. attribute:: row_factory | 
 |  | 
 |       You can change this attribute to a callable that accepts the cursor and the | 
 |       original row as a tuple and will return the real result row.  This way, you can | 
 |       implement more advanced ways of returning results, such  as returning an object | 
 |       that can also access columns by name. | 
 |  | 
 |       Example: | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/row_factory.py | 
 |  | 
 |       If returning a tuple doesn't suffice and you want name-based access to | 
 |       columns, you should consider setting :attr:`row_factory` to the | 
 |       highly-optimized :class:`sqlite3.Row` type. :class:`Row` provides both | 
 |       index-based and case-insensitive name-based access to columns with almost no | 
 |       memory overhead. It will probably be better than your own custom | 
 |       dictionary-based approach or even a db_row based solution. | 
 |  | 
 |       .. XXX what's a db_row-based solution? | 
 |  | 
 |  | 
 |    .. attribute:: text_factory | 
 |  | 
 |       Using this attribute you can control what objects are returned for the ``TEXT`` | 
 |       data type. By default, this attribute is set to :class:`str` and the | 
 |       :mod:`sqlite3` module will return Unicode objects for ``TEXT``. If you want to | 
 |       return bytestrings instead, you can set it to :class:`bytes`. | 
 |  | 
 |       For efficiency reasons, there's also a way to return :class:`str` objects | 
 |       only for non-ASCII data, and :class:`bytes` otherwise. To activate it, set | 
 |       this attribute to :const:`sqlite3.OptimizedUnicode`. | 
 |  | 
 |       You can also set it to any other callable that accepts a single bytestring | 
 |       parameter and returns the resulting object. | 
 |  | 
 |       See the following example code for illustration: | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/text_factory.py | 
 |  | 
 |  | 
 |    .. attribute:: total_changes | 
 |  | 
 |       Returns the total number of database rows that have been modified, inserted, or | 
 |       deleted since the database connection was opened. | 
 |  | 
 |  | 
 |    .. attribute:: iterdump | 
 |  | 
 |       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 | 
 |       the same capabilities as the :kbd:`.dump` command in the :program:`sqlite3` | 
 |       shell. | 
 |  | 
 |       Example:: | 
 |  | 
 |          # Convert file existing_db.db to SQL dump file dump.sql | 
 |          import sqlite3, os | 
 |  | 
 |          con = sqlite3.connect('existing_db.db') | 
 |          with open('dump.sql', 'w') as f: | 
 |              for line in con.iterdump(): | 
 |                  f.write('%s\n' % line) | 
 |  | 
 |  | 
 | .. _sqlite3-cursor-objects: | 
 |  | 
 | Cursor Objects | 
 | -------------- | 
 |  | 
 | .. class:: Cursor | 
 |  | 
 |    A :class:`Cursor` instance has the following attributes and methods. | 
 |  | 
 |    .. method:: 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 | 
 |       kinds of placeholders: question marks (qmark style) and named placeholders | 
 |       (named style). | 
 |  | 
 |       Here's an example of both styles: | 
 |  | 
 |       .. literalinclude:: ../includes/sqlite3/execute_1.py | 
 |  | 
 |       :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:: 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:: 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:: fetchone() | 
 |  | 
 |       Fetches the next row of a query result set, returning a single sequence, | 
 |       or :const:`None` when no more data is available. | 
 |  | 
 |  | 
 |    .. method:: 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:: 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:: 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 :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. | 
 |  | 
 |       With SQLite versions before 3.6.5, :attr:`rowcount` is set to 0 if | 
 |       you make a ``DELETE FROM table`` without any condition. | 
 |  | 
 |    .. attribute:: 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:: 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(b";")) | 
 |        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 | 
 |  | 
 | If a timestamp stored in SQLite has a fractional part longer than 6 | 
 | numbers, its value will be truncated to microsecond precision by the | 
 | timestamp converter. | 
 |  | 
 |  | 
 | .. _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. |