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1:mod:`sqlite3` --- DB-API 2.0 interface for SQLite databases
2============================================================
3
4.. module:: sqlite3
5   :synopsis: A DB-API 2.0 implementation using SQLite 3.x.
6
7.. sectionauthor:: Gerhard Häring <gh@ghaering.de>
8
9**Source code:** :source:`Lib/sqlite3/`
10
11--------------
12
13SQLite is a C library that provides a lightweight disk-based database that
14doesn't require a separate server process and allows accessing the database
15using a nonstandard variant of the SQL query language. Some applications can use
16SQLite for internal data storage.  It's also possible to prototype an
17application using SQLite and then port the code to a larger database such as
18PostgreSQL or Oracle.
19
20The sqlite3 module was written by Gerhard Häring.  It provides a SQL interface
21compliant with the DB-API 2.0 specification described by :pep:`249`.
22
23To use the module, you must first create a :class:`Connection` object that
24represents the database.  Here the data will be stored in the
25:file:`example.db` file::
26
27   import sqlite3
28   conn = sqlite3.connect('example.db')
29
30You can also supply the special name ``:memory:`` to create a database in RAM.
31
32Once you have a :class:`Connection`, you can create a :class:`Cursor`  object
33and call its :meth:`~Cursor.execute` method to perform SQL commands::
34
35   c = conn.cursor()
36
37   # Create table
38   c.execute('''CREATE TABLE stocks
39                (date text, trans text, symbol text, qty real, price real)''')
40
41   # Insert a row of data
42   c.execute("INSERT INTO stocks VALUES ('2006-01-05','BUY','RHAT',100,35.14)")
43
44   # Save (commit) the changes
45   conn.commit()
46
47   # We can also close the connection if we are done with it.
48   # Just be sure any changes have been committed or they will be lost.
49   conn.close()
50
51The data you've saved is persistent and is available in subsequent sessions::
52
53   import sqlite3
54   conn = sqlite3.connect('example.db')
55   c = conn.cursor()
56
57Usually your SQL operations will need to use values from Python variables.  You
58shouldn't assemble your query using Python's string operations because doing so
59is insecure; it makes your program vulnerable to an SQL injection attack
60(see https://xkcd.com/327/ for humorous example of what can go wrong).
61
62Instead, use the DB-API's parameter substitution.  Put ``?`` as a placeholder
63wherever you want to use a value, and then provide a tuple of values as the
64second argument to the cursor's :meth:`~Cursor.execute` method.  (Other database
65modules may use a different placeholder, such as ``%s`` or ``:1``.) For
66example::
67
68   # Never do this -- insecure!
69   symbol = 'RHAT'
70   c.execute("SELECT * FROM stocks WHERE symbol = '%s'" % symbol)
71
72   # Do this instead
73   t = ('RHAT',)
74   c.execute('SELECT * FROM stocks WHERE symbol=?', t)
75   print(c.fetchone())
76
77   # Larger example that inserts many records at a time
78   purchases = [('2006-03-28', 'BUY', 'IBM', 1000, 45.00),
79                ('2006-04-05', 'BUY', 'MSFT', 1000, 72.00),
80                ('2006-04-06', 'SELL', 'IBM', 500, 53.00),
81               ]
82   c.executemany('INSERT INTO stocks VALUES (?,?,?,?,?)', purchases)
83
84To retrieve data after executing a SELECT statement, you can either treat the
85cursor as an :term:`iterator`, call the cursor's :meth:`~Cursor.fetchone` method to
86retrieve a single matching row, or call :meth:`~Cursor.fetchall` to get a list of the
87matching rows.
88
89This example uses the iterator form::
90
91   >>> for row in c.execute('SELECT * FROM stocks ORDER BY price'):
92           print(row)
93
94   ('2006-01-05', 'BUY', 'RHAT', 100, 35.14)
95   ('2006-03-28', 'BUY', 'IBM', 1000, 45.0)
96   ('2006-04-06', 'SELL', 'IBM', 500, 53.0)
97   ('2006-04-05', 'BUY', 'MSFT', 1000, 72.0)
98
99
100.. seealso::
101
102   https://github.com/ghaering/pysqlite
103      The pysqlite web page -- sqlite3 is developed externally under the name
104      "pysqlite".
105
106   https://www.sqlite.org
107      The SQLite web page; the documentation describes the syntax and the
108      available data types for the supported SQL dialect.
109
110   https://www.w3schools.com/sql/
111      Tutorial, reference and examples for learning SQL syntax.
112
113   :pep:`249` - Database API Specification 2.0
114      PEP written by Marc-André Lemburg.
115
116
117.. _sqlite3-module-contents:
118
119Module functions and constants
120------------------------------
121
122
123.. data:: version
124
125   The version number of this module, as a string. This is not the version of
126   the SQLite library.
127
128
129.. data:: version_info
130
131   The version number of this module, as a tuple of integers. This is not the
132   version of the SQLite library.
133
134
135.. data:: sqlite_version
136
137   The version number of the run-time SQLite library, as a string.
138
139
140.. data:: sqlite_version_info
141
142   The version number of the run-time SQLite library, as a tuple of integers.
143
144
145.. data:: PARSE_DECLTYPES
146
147   This constant is meant to be used with the *detect_types* parameter of the
148   :func:`connect` function.
149
150   Setting it makes the :mod:`sqlite3` module parse the declared type for each
151   column it returns.  It will parse out the first word of the declared type,
152   i. e.  for "integer primary key", it will parse out "integer", or for
153   "number(10)" it will parse out "number". Then for that column, it will look
154   into the converters dictionary and use the converter function registered for
155   that type there.
156
157
158.. data:: PARSE_COLNAMES
159
160   This constant is meant to be used with the *detect_types* parameter of the
161   :func:`connect` function.
162
163   Setting this makes the SQLite interface parse the column name for each column it
164   returns.  It will look for a string formed [mytype] in there, and then decide
165   that 'mytype' is the type of the column. It will try to find an entry of
166   'mytype' in the converters dictionary and then use the converter function found
167   there to return the value. The column name found in :attr:`Cursor.description`
168   does not include the type, i. e. if you use something like
169   ``'as "Expiration date [datetime]"'`` in your SQL, then we will parse out
170   everything until the first ``'['`` for the column name and strip
171   the preceeding space: the column name would simply be "Expiration date".
172
173
174.. function:: connect(database[, timeout, detect_types, isolation_level, check_same_thread, factory, cached_statements, uri])
175
176   Opens a connection to the SQLite database file *database*. By default returns a
177   :class:`Connection` object, unless a custom *factory* is given.
178
179   *database* is a :term:`path-like object` giving the pathname (absolute or
180   relative to the current  working directory) of the database file to be opened.
181   You can use ``":memory:"`` to open a database connection to a database that
182   resides in RAM instead of on disk.
183
184   When a database is accessed by multiple connections, and one of the processes
185   modifies the database, the SQLite database is locked until that transaction is
186   committed. The *timeout* parameter specifies how long the connection should wait
187   for the lock to go away until raising an exception. The default for the timeout
188   parameter is 5.0 (five seconds).
189
190   For the *isolation_level* parameter, please see the
191   :attr:`~Connection.isolation_level` property of :class:`Connection` objects.
192
193   SQLite natively supports only the types TEXT, INTEGER, REAL, BLOB and NULL. If
194   you want to use other types you must add support for them yourself. The
195   *detect_types* parameter and the using custom **converters** registered with the
196   module-level :func:`register_converter` function allow you to easily do that.
197
198   *detect_types* defaults to 0 (i. e. off, no type detection), you can set it to
199   any combination of :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES` to turn
200   type detection on.
201
202   By default, *check_same_thread* is :const:`True` and only the creating thread may
203   use the connection. If set :const:`False`, the returned connection may be shared
204   across multiple threads. When using multiple threads with the same connection
205   writing operations should be serialized by the user to avoid data corruption.
206
207   By default, the :mod:`sqlite3` module uses its :class:`Connection` class for the
208   connect call.  You can, however, subclass the :class:`Connection` class and make
209   :func:`connect` use your class instead by providing your class for the *factory*
210   parameter.
211
212   Consult the section :ref:`sqlite3-types` of this manual for details.
213
214   The :mod:`sqlite3` module internally uses a statement cache to avoid SQL parsing
215   overhead. If you want to explicitly set the number of statements that are cached
216   for the connection, you can set the *cached_statements* parameter. The currently
217   implemented default is to cache 100 statements.
218
219   If *uri* is true, *database* is interpreted as a URI. This allows you
220   to specify options. For example, to open a database in read-only mode
221   you can use::
222
223       db = sqlite3.connect('file:path/to/database?mode=ro', uri=True)
224
225   More information about this feature, including a list of recognized options, can
226   be found in the `SQLite URI documentation <https://www.sqlite.org/uri.html>`_.
227
228   .. audit-event:: sqlite3.connect database sqlite3.connect
229
230   .. versionchanged:: 3.4
231      Added the *uri* parameter.
232
233   .. versionchanged:: 3.7
234      *database* can now also be a :term:`path-like object`, not only a string.
235
236
237.. function:: register_converter(typename, callable)
238
239   Registers a callable to convert a bytestring from the database into a custom
240   Python type. The callable will be invoked for all database values that are of
241   the type *typename*. Confer the parameter *detect_types* of the :func:`connect`
242   function for how the type detection works. Note that *typename* and the name of
243   the type in your query are matched in case-insensitive manner.
244
245
246.. function:: register_adapter(type, callable)
247
248   Registers a callable to convert the custom Python type *type* into one of
249   SQLite's supported types. The callable *callable* accepts as single parameter
250   the Python value, and must return a value of the following types: int,
251   float, str or bytes.
252
253
254.. function:: complete_statement(sql)
255
256   Returns :const:`True` if the string *sql* contains one or more complete SQL
257   statements terminated by semicolons. It does not verify that the SQL is
258   syntactically correct, only that there are no unclosed string literals and the
259   statement is terminated by a semicolon.
260
261   This can be used to build a shell for SQLite, as in the following example:
262
263
264   .. literalinclude:: ../includes/sqlite3/complete_statement.py
265
266
267.. function:: enable_callback_tracebacks(flag)
268
269   By default you will not get any tracebacks in user-defined functions,
270   aggregates, converters, authorizer callbacks etc. If you want to debug them,
271   you can call this function with *flag* set to ``True``. Afterwards, you will
272   get tracebacks from callbacks on ``sys.stderr``. Use :const:`False` to
273   disable the feature again.
274
275
276.. _sqlite3-connection-objects:
277
278Connection Objects
279------------------
280
281.. class:: Connection
282
283   A SQLite database connection has the following attributes and methods:
284
285   .. attribute:: isolation_level
286
287      Get or set the current default isolation level. :const:`None` for autocommit mode or
288      one of "DEFERRED", "IMMEDIATE" or "EXCLUSIVE". See section
289      :ref:`sqlite3-controlling-transactions` for a more detailed explanation.
290
291   .. attribute:: in_transaction
292
293      :const:`True` if a transaction is active (there are uncommitted changes),
294      :const:`False` otherwise.  Read-only attribute.
295
296      .. versionadded:: 3.2
297
298   .. method:: cursor(factory=Cursor)
299
300      The cursor method accepts a single optional parameter *factory*. If
301      supplied, this must be a callable returning an instance of :class:`Cursor`
302      or its subclasses.
303
304   .. method:: commit()
305
306      This method commits the current transaction. If you don't call this method,
307      anything you did since the last call to ``commit()`` is not visible from
308      other database connections. If you wonder why you don't see the data you've
309      written to the database, please check you didn't forget to call this method.
310
311   .. method:: rollback()
312
313      This method rolls back any changes to the database since the last call to
314      :meth:`commit`.
315
316   .. method:: close()
317
318      This closes the database connection. Note that this does not automatically
319      call :meth:`commit`. If you just close your database connection without
320      calling :meth:`commit` first, your changes will be lost!
321
322   .. method:: execute(sql[, parameters])
323
324      This is a nonstandard shortcut that creates a cursor object by calling
325      the :meth:`~Connection.cursor` method, calls the cursor's
326      :meth:`~Cursor.execute` method with the *parameters* given, and returns
327      the cursor.
328
329   .. method:: executemany(sql[, parameters])
330
331      This is a nonstandard shortcut that creates a cursor object by
332      calling the :meth:`~Connection.cursor` method, calls the cursor's
333      :meth:`~Cursor.executemany` method with the *parameters* given, and
334      returns the cursor.
335
336   .. method:: executescript(sql_script)
337
338      This is a nonstandard shortcut that creates a cursor object by
339      calling the :meth:`~Connection.cursor` method, calls the cursor's
340      :meth:`~Cursor.executescript` method with the given *sql_script*, and
341      returns the cursor.
342
343   .. method:: create_function(name, num_params, func, *, deterministic=False)
344
345      Creates a user-defined function that you can later use from within SQL
346      statements under the function name *name*. *num_params* is the number of
347      parameters the function accepts (if *num_params* is -1, the function may
348      take any number of arguments), and *func* is a Python callable that is
349      called as the SQL function. If *deterministic* is true, the created function
350      is marked as `deterministic <https://sqlite.org/deterministic.html>`_, which
351      allows SQLite to perform additional optimizations. This flag is supported by
352      SQLite 3.8.3 or higher, :exc:`NotSupportedError` will be raised if used
353      with older versions.
354
355      The function can return any of the types supported by SQLite: bytes, str, int,
356      float and ``None``.
357
358      .. versionchanged:: 3.8
359         The *deterministic* parameter was added.
360
361      Example:
362
363      .. literalinclude:: ../includes/sqlite3/md5func.py
364
365
366   .. method:: create_aggregate(name, num_params, aggregate_class)
367
368      Creates a user-defined aggregate function.
369
370      The aggregate class must implement a ``step`` method, which accepts the number
371      of parameters *num_params* (if *num_params* is -1, the function may take
372      any number of arguments), and a ``finalize`` method which will return the
373      final result of the aggregate.
374
375      The ``finalize`` method can return any of the types supported by SQLite:
376      bytes, str, int, float and ``None``.
377
378      Example:
379
380      .. literalinclude:: ../includes/sqlite3/mysumaggr.py
381
382
383   .. method:: create_collation(name, callable)
384
385      Creates a collation with the specified *name* and *callable*. The callable will
386      be passed two string arguments. It should return -1 if the first is ordered
387      lower than the second, 0 if they are ordered equal and 1 if the first is ordered
388      higher than the second.  Note that this controls sorting (ORDER BY in SQL) so
389      your comparisons don't affect other SQL operations.
390
391      Note that the callable will get its parameters as Python bytestrings, which will
392      normally be encoded in UTF-8.
393
394      The following example shows a custom collation that sorts "the wrong way":
395
396      .. literalinclude:: ../includes/sqlite3/collation_reverse.py
397
398      To remove a collation, call ``create_collation`` with ``None`` as callable::
399
400         con.create_collation("reverse", None)
401
402
403   .. method:: interrupt()
404
405      You can call this method from a different thread to abort any queries that might
406      be executing on the connection. The query will then abort and the caller will
407      get an exception.
408
409
410   .. method:: set_authorizer(authorizer_callback)
411
412      This routine registers a callback. The callback is invoked for each attempt to
413      access a column of a table in the database. The callback should return
414      :const:`SQLITE_OK` if access is allowed, :const:`SQLITE_DENY` if the entire SQL
415      statement should be aborted with an error and :const:`SQLITE_IGNORE` if the
416      column should be treated as a NULL value. These constants are available in the
417      :mod:`sqlite3` module.
418
419      The first argument to the callback signifies what kind of operation is to be
420      authorized. The second and third argument will be arguments or :const:`None`
421      depending on the first argument. The 4th argument is the name of the database
422      ("main", "temp", etc.) if applicable. The 5th argument is the name of the
423      inner-most trigger or view that is responsible for the access attempt or
424      :const:`None` if this access attempt is directly from input SQL code.
425
426      Please consult the SQLite documentation about the possible values for the first
427      argument and the meaning of the second and third argument depending on the first
428      one. All necessary constants are available in the :mod:`sqlite3` module.
429
430
431   .. method:: set_progress_handler(handler, n)
432
433      This routine registers a callback. The callback is invoked for every *n*
434      instructions of the SQLite virtual machine. This is useful if you want to
435      get called from SQLite during long-running operations, for example to update
436      a GUI.
437
438      If you want to clear any previously installed progress handler, call the
439      method with :const:`None` for *handler*.
440
441      Returning a non-zero value from the handler function will terminate the
442      currently executing query and cause it to raise an :exc:`OperationalError`
443      exception.
444
445
446   .. method:: set_trace_callback(trace_callback)
447
448      Registers *trace_callback* to be called for each SQL statement that is
449      actually executed by the SQLite backend.
450
451      The only argument passed to the callback is the statement (as string) that
452      is being executed. The return value of the callback is ignored. Note that
453      the backend does not only run statements passed to the :meth:`Cursor.execute`
454      methods.  Other sources include the transaction management of the Python
455      module and the execution of triggers defined in the current database.
456
457      Passing :const:`None` as *trace_callback* will disable the trace callback.
458
459      .. versionadded:: 3.3
460
461
462   .. method:: enable_load_extension(enabled)
463
464      This routine allows/disallows the SQLite engine to load SQLite extensions
465      from shared libraries.  SQLite extensions can define new functions,
466      aggregates or whole new virtual table implementations.  One well-known
467      extension is the fulltext-search extension distributed with SQLite.
468
469      Loadable extensions are disabled by default. See [#f1]_.
470
471      .. versionadded:: 3.2
472
473      .. literalinclude:: ../includes/sqlite3/load_extension.py
474
475   .. method:: load_extension(path)
476
477      This routine loads a SQLite extension from a shared library.  You have to
478      enable extension loading with :meth:`enable_load_extension` before you can
479      use this routine.
480
481      Loadable extensions are disabled by default. See [#f1]_.
482
483      .. versionadded:: 3.2
484
485   .. attribute:: row_factory
486
487      You can change this attribute to a callable that accepts the cursor and the
488      original row as a tuple and will return the real result row.  This way, you can
489      implement more advanced ways of returning results, such  as returning an object
490      that can also access columns by name.
491
492      Example:
493
494      .. literalinclude:: ../includes/sqlite3/row_factory.py
495
496      If returning a tuple doesn't suffice and you want name-based access to
497      columns, you should consider setting :attr:`row_factory` to the
498      highly-optimized :class:`sqlite3.Row` type. :class:`Row` provides both
499      index-based and case-insensitive name-based access to columns with almost no
500      memory overhead. It will probably be better than your own custom
501      dictionary-based approach or even a db_row based solution.
502
503      .. XXX what's a db_row-based solution?
504
505
506   .. attribute:: text_factory
507
508      Using this attribute you can control what objects are returned for the ``TEXT``
509      data type. By default, this attribute is set to :class:`str` and the
510      :mod:`sqlite3` module will return Unicode objects for ``TEXT``. If you want to
511      return bytestrings instead, you can set it to :class:`bytes`.
512
513      You can also set it to any other callable that accepts a single bytestring
514      parameter and returns the resulting object.
515
516      See the following example code for illustration:
517
518      .. literalinclude:: ../includes/sqlite3/text_factory.py
519
520
521   .. attribute:: total_changes
522
523      Returns the total number of database rows that have been modified, inserted, or
524      deleted since the database connection was opened.
525
526
527   .. method:: iterdump
528
529      Returns an iterator to dump the database in an SQL text format.  Useful when
530      saving an in-memory database for later restoration.  This function provides
531      the same capabilities as the :kbd:`.dump` command in the :program:`sqlite3`
532      shell.
533
534      Example::
535
536         # Convert file existing_db.db to SQL dump file dump.sql
537         import sqlite3
538
539         con = sqlite3.connect('existing_db.db')
540         with open('dump.sql', 'w') as f:
541             for line in con.iterdump():
542                 f.write('%s\n' % line)
543         con.close()
544
545
546   .. method:: backup(target, *, pages=0, progress=None, name="main", sleep=0.250)
547
548      This method makes a backup of a SQLite database even while it's being accessed
549      by other clients, or concurrently by the same connection.  The copy will be
550      written into the mandatory argument *target*, that must be another
551      :class:`Connection` instance.
552
553      By default, or when *pages* is either ``0`` or a negative integer, the entire
554      database is copied in a single step; otherwise the method performs a loop
555      copying up to *pages* pages at a time.
556
557      If *progress* is specified, it must either be ``None`` or a callable object that
558      will be executed at each iteration with three integer arguments, respectively
559      the *status* of the last iteration, the *remaining* number of pages still to be
560      copied and the *total* number of pages.
561
562      The *name* argument specifies the database name that will be copied: it must be
563      a string containing either ``"main"``, the default, to indicate the main
564      database, ``"temp"`` to indicate the temporary database or the name specified
565      after the ``AS`` keyword in an ``ATTACH DATABASE`` statement for an attached
566      database.
567
568      The *sleep* argument specifies the number of seconds to sleep by between
569      successive attempts to backup remaining pages, can be specified either as an
570      integer or a floating point value.
571
572      Example 1, copy an existing database into another::
573
574         import sqlite3
575
576         def progress(status, remaining, total):
577             print(f'Copied {total-remaining} of {total} pages...')
578
579         con = sqlite3.connect('existing_db.db')
580         bck = sqlite3.connect('backup.db')
581         with bck:
582             con.backup(bck, pages=1, progress=progress)
583         bck.close()
584         con.close()
585
586      Example 2, copy an existing database into a transient copy::
587
588         import sqlite3
589
590         source = sqlite3.connect('existing_db.db')
591         dest = sqlite3.connect(':memory:')
592         source.backup(dest)
593
594      Availability: SQLite 3.6.11 or higher
595
596      .. versionadded:: 3.7
597
598
599.. _sqlite3-cursor-objects:
600
601Cursor Objects
602--------------
603
604.. class:: Cursor
605
606   A :class:`Cursor` instance has the following attributes and methods.
607
608   .. index:: single: ? (question mark); in SQL statements
609   .. index:: single: : (colon); in SQL statements
610
611   .. method:: execute(sql[, parameters])
612
613      Executes an SQL statement. The SQL statement may be parameterized (i. e.
614      placeholders instead of SQL literals). The :mod:`sqlite3` module supports two
615      kinds of placeholders: question marks (qmark style) and named placeholders
616      (named style).
617
618      Here's an example of both styles:
619
620      .. literalinclude:: ../includes/sqlite3/execute_1.py
621
622      :meth:`execute` will only execute a single SQL statement. If you try to execute
623      more than one statement with it, it will raise a :exc:`.Warning`. Use
624      :meth:`executescript` if you want to execute multiple SQL statements with one
625      call.
626
627
628   .. method:: executemany(sql, seq_of_parameters)
629
630      Executes an SQL command against all parameter sequences or mappings found in
631      the sequence *seq_of_parameters*.  The :mod:`sqlite3` module also allows
632      using an :term:`iterator` yielding parameters instead of a sequence.
633
634      .. literalinclude:: ../includes/sqlite3/executemany_1.py
635
636      Here's a shorter example using a :term:`generator`:
637
638      .. literalinclude:: ../includes/sqlite3/executemany_2.py
639
640
641   .. method:: executescript(sql_script)
642
643      This is a nonstandard convenience method for executing multiple SQL statements
644      at once. It issues a ``COMMIT`` statement first, then executes the SQL script it
645      gets as a parameter.
646
647      *sql_script* can be an instance of :class:`str`.
648
649      Example:
650
651      .. literalinclude:: ../includes/sqlite3/executescript.py
652
653
654   .. method:: fetchone()
655
656      Fetches the next row of a query result set, returning a single sequence,
657      or :const:`None` when no more data is available.
658
659
660   .. method:: fetchmany(size=cursor.arraysize)
661
662      Fetches the next set of rows of a query result, returning a list.  An empty
663      list is returned when no more rows are available.
664
665      The number of rows to fetch per call is specified by the *size* parameter.
666      If it is not given, the cursor's arraysize determines the number of rows
667      to be fetched. The method should try to fetch as many rows as indicated by
668      the size parameter. If this is not possible due to the specified number of
669      rows not being available, fewer rows may be returned.
670
671      Note there are performance considerations involved with the *size* parameter.
672      For optimal performance, it is usually best to use the arraysize attribute.
673      If the *size* parameter is used, then it is best for it to retain the same
674      value from one :meth:`fetchmany` call to the next.
675
676   .. method:: fetchall()
677
678      Fetches all (remaining) rows of a query result, returning a list.  Note that
679      the cursor's arraysize attribute can affect the performance of this operation.
680      An empty list is returned when no rows are available.
681
682   .. method:: close()
683
684      Close the cursor now (rather than whenever ``__del__`` is called).
685
686      The cursor will be unusable from this point forward; a :exc:`ProgrammingError`
687      exception will be raised if any operation is attempted with the cursor.
688
689   .. attribute:: rowcount
690
691      Although the :class:`Cursor` class of the :mod:`sqlite3` module implements this
692      attribute, the database engine's own support for the determination of "rows
693      affected"/"rows selected" is quirky.
694
695      For :meth:`executemany` statements, the number of modifications are summed up
696      into :attr:`rowcount`.
697
698      As required by the Python DB API Spec, the :attr:`rowcount` attribute "is -1 in
699      case no ``executeXX()`` has been performed on the cursor or the rowcount of the
700      last operation is not determinable by the interface". This includes ``SELECT``
701      statements because we cannot determine the number of rows a query produced
702      until all rows were fetched.
703
704      With SQLite versions before 3.6.5, :attr:`rowcount` is set to 0 if
705      you make a ``DELETE FROM table`` without any condition.
706
707   .. attribute:: lastrowid
708
709      This read-only attribute provides the rowid of the last modified row. It is
710      only set if you issued an ``INSERT`` or a ``REPLACE`` statement using the
711      :meth:`execute` method.  For operations other than ``INSERT`` or
712      ``REPLACE`` or when :meth:`executemany` is called, :attr:`lastrowid` is
713      set to :const:`None`.
714
715      If the ``INSERT`` or ``REPLACE`` statement failed to insert the previous
716      successful rowid is returned.
717
718      .. versionchanged:: 3.6
719         Added support for the ``REPLACE`` statement.
720
721   .. attribute:: arraysize
722
723      Read/write attribute that controls the number of rows returned by :meth:`fetchmany`.
724      The default value is 1 which means a single row would be fetched per call.
725
726   .. attribute:: description
727
728      This read-only attribute provides the column names of the last query. To
729      remain compatible with the Python DB API, it returns a 7-tuple for each
730      column where the last six items of each tuple are :const:`None`.
731
732      It is set for ``SELECT`` statements without any matching rows as well.
733
734   .. attribute:: connection
735
736      This read-only attribute provides the SQLite database :class:`Connection`
737      used by the :class:`Cursor` object.  A :class:`Cursor` object created by
738      calling :meth:`con.cursor() <Connection.cursor>` will have a
739      :attr:`connection` attribute that refers to *con*::
740
741         >>> con = sqlite3.connect(":memory:")
742         >>> cur = con.cursor()
743         >>> cur.connection == con
744         True
745
746.. _sqlite3-row-objects:
747
748Row Objects
749-----------
750
751.. class:: Row
752
753   A :class:`Row` instance serves as a highly optimized
754   :attr:`~Connection.row_factory` for :class:`Connection` objects.
755   It tries to mimic a tuple in most of its features.
756
757   It supports mapping access by column name and index, iteration,
758   representation, equality testing and :func:`len`.
759
760   If two :class:`Row` objects have exactly the same columns and their
761   members are equal, they compare equal.
762
763   .. method:: keys
764
765      This method returns a list of column names. Immediately after a query,
766      it is the first member of each tuple in :attr:`Cursor.description`.
767
768   .. versionchanged:: 3.5
769      Added support of slicing.
770
771Let's assume we initialize a table as in the example given above::
772
773   conn = sqlite3.connect(":memory:")
774   c = conn.cursor()
775   c.execute('''create table stocks
776   (date text, trans text, symbol text,
777    qty real, price real)''')
778   c.execute("""insert into stocks
779             values ('2006-01-05','BUY','RHAT',100,35.14)""")
780   conn.commit()
781   c.close()
782
783Now we plug :class:`Row` in::
784
785   >>> conn.row_factory = sqlite3.Row
786   >>> c = conn.cursor()
787   >>> c.execute('select * from stocks')
788   <sqlite3.Cursor object at 0x7f4e7dd8fa80>
789   >>> r = c.fetchone()
790   >>> type(r)
791   <class 'sqlite3.Row'>
792   >>> tuple(r)
793   ('2006-01-05', 'BUY', 'RHAT', 100.0, 35.14)
794   >>> len(r)
795   5
796   >>> r[2]
797   'RHAT'
798   >>> r.keys()
799   ['date', 'trans', 'symbol', 'qty', 'price']
800   >>> r['qty']
801   100.0
802   >>> for member in r:
803   ...     print(member)
804   ...
805   2006-01-05
806   BUY
807   RHAT
808   100.0
809   35.14
810
811
812.. _sqlite3-exceptions:
813
814Exceptions
815----------
816
817.. exception:: Warning
818
819   A subclass of :exc:`Exception`.
820
821.. exception:: Error
822
823   The base class of the other exceptions in this module.  It is a subclass
824   of :exc:`Exception`.
825
826.. exception:: DatabaseError
827
828   Exception raised for errors that are related to the database.
829
830.. exception:: IntegrityError
831
832   Exception raised when the relational integrity of the database is affected,
833   e.g. a foreign key check fails.  It is a subclass of :exc:`DatabaseError`.
834
835.. exception:: ProgrammingError
836
837   Exception raised for programming errors, e.g. table not found or already
838   exists, syntax error in the SQL statement, wrong number of parameters
839   specified, etc.  It is a subclass of :exc:`DatabaseError`.
840
841.. exception:: OperationalError
842
843   Exception raised for errors that are related to the database's operation
844   and not necessarily under the control of the programmer, e.g. an unexpected
845   disconnect occurs, the data source name is not found, a transaction could
846   not be processed, etc.  It is a subclass of :exc:`DatabaseError`.
847
848.. exception:: NotSupportedError
849
850   Exception raised in case a method or database API was used which is not
851   supported by the database, e.g. calling the :meth:`~Connection.rollback`
852   method on a connection that does not support transaction or has
853   transactions turned off.  It is a subclass of :exc:`DatabaseError`.
854
855
856.. _sqlite3-types:
857
858SQLite and Python types
859-----------------------
860
861
862Introduction
863^^^^^^^^^^^^
864
865SQLite natively supports the following types: ``NULL``, ``INTEGER``,
866``REAL``, ``TEXT``, ``BLOB``.
867
868The following Python types can thus be sent to SQLite without any problem:
869
870+-------------------------------+-------------+
871| Python type                   | SQLite type |
872+===============================+=============+
873| :const:`None`                 | ``NULL``    |
874+-------------------------------+-------------+
875| :class:`int`                  | ``INTEGER`` |
876+-------------------------------+-------------+
877| :class:`float`                | ``REAL``    |
878+-------------------------------+-------------+
879| :class:`str`                  | ``TEXT``    |
880+-------------------------------+-------------+
881| :class:`bytes`                | ``BLOB``    |
882+-------------------------------+-------------+
883
884
885This is how SQLite types are converted to Python types by default:
886
887+-------------+----------------------------------------------+
888| SQLite type | Python type                                  |
889+=============+==============================================+
890| ``NULL``    | :const:`None`                                |
891+-------------+----------------------------------------------+
892| ``INTEGER`` | :class:`int`                                 |
893+-------------+----------------------------------------------+
894| ``REAL``    | :class:`float`                               |
895+-------------+----------------------------------------------+
896| ``TEXT``    | depends on :attr:`~Connection.text_factory`, |
897|             | :class:`str` by default                      |
898+-------------+----------------------------------------------+
899| ``BLOB``    | :class:`bytes`                               |
900+-------------+----------------------------------------------+
901
902The type system of the :mod:`sqlite3` module is extensible in two ways: you can
903store additional Python types in a SQLite database via object adaptation, and
904you can let the :mod:`sqlite3` module convert SQLite types to different Python
905types via converters.
906
907
908Using adapters to store additional Python types in SQLite databases
909^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
910
911As described before, SQLite supports only a limited set of types natively. To
912use other Python types with SQLite, you must **adapt** them to one of the
913sqlite3 module's supported types for SQLite: one of NoneType, int, float,
914str, bytes.
915
916There are two ways to enable the :mod:`sqlite3` module to adapt a custom Python
917type to one of the supported ones.
918
919
920Letting your object adapt itself
921""""""""""""""""""""""""""""""""
922
923This is a good approach if you write the class yourself. Let's suppose you have
924a class like this::
925
926   class Point:
927       def __init__(self, x, y):
928           self.x, self.y = x, y
929
930Now you want to store the point in a single SQLite column.  First you'll have to
931choose one of the supported types first to be used for representing the point.
932Let's just use str and separate the coordinates using a semicolon. Then you need
933to give your class a method ``__conform__(self, protocol)`` which must return
934the converted value. The parameter *protocol* will be :class:`PrepareProtocol`.
935
936.. literalinclude:: ../includes/sqlite3/adapter_point_1.py
937
938
939Registering an adapter callable
940"""""""""""""""""""""""""""""""
941
942The other possibility is to create a function that converts the type to the
943string representation and register the function with :meth:`register_adapter`.
944
945.. literalinclude:: ../includes/sqlite3/adapter_point_2.py
946
947The :mod:`sqlite3` module has two default adapters for Python's built-in
948:class:`datetime.date` and :class:`datetime.datetime` types.  Now let's suppose
949we want to store :class:`datetime.datetime` objects not in ISO representation,
950but as a Unix timestamp.
951
952.. literalinclude:: ../includes/sqlite3/adapter_datetime.py
953
954
955Converting SQLite values to custom Python types
956^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
957
958Writing an adapter lets you send custom Python types to SQLite. But to make it
959really useful we need to make the Python to SQLite to Python roundtrip work.
960
961Enter converters.
962
963Let's go back to the :class:`Point` class. We stored the x and y coordinates
964separated via semicolons as strings in SQLite.
965
966First, we'll define a converter function that accepts the string as a parameter
967and constructs a :class:`Point` object from it.
968
969.. note::
970
971   Converter functions **always** get called with a :class:`bytes` object, no
972   matter under which data type you sent the value to SQLite.
973
974::
975
976   def convert_point(s):
977       x, y = map(float, s.split(b";"))
978       return Point(x, y)
979
980Now you need to make the :mod:`sqlite3` module know that what you select from
981the database is actually a point. There are two ways of doing this:
982
983* Implicitly via the declared type
984
985* Explicitly via the column name
986
987Both ways are described in section :ref:`sqlite3-module-contents`, in the entries
988for the constants :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES`.
989
990The following example illustrates both approaches.
991
992.. literalinclude:: ../includes/sqlite3/converter_point.py
993
994
995Default adapters and converters
996^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
997
998There are default adapters for the date and datetime types in the datetime
999module. They will be sent as ISO dates/ISO timestamps to SQLite.
1000
1001The default converters are registered under the name "date" for
1002:class:`datetime.date` and under the name "timestamp" for
1003:class:`datetime.datetime`.
1004
1005This way, you can use date/timestamps from Python without any additional
1006fiddling in most cases. The format of the adapters is also compatible with the
1007experimental SQLite date/time functions.
1008
1009The following example demonstrates this.
1010
1011.. literalinclude:: ../includes/sqlite3/pysqlite_datetime.py
1012
1013If a timestamp stored in SQLite has a fractional part longer than 6
1014numbers, its value will be truncated to microsecond precision by the
1015timestamp converter.
1016
1017
1018.. _sqlite3-controlling-transactions:
1019
1020Controlling Transactions
1021------------------------
1022
1023The underlying ``sqlite3`` library operates in ``autocommit`` mode by default,
1024but the Python :mod:`sqlite3` module by default does not.
1025
1026``autocommit`` mode means that statements that modify the database take effect
1027immediately.  A ``BEGIN`` or ``SAVEPOINT`` statement disables ``autocommit``
1028mode, and a ``COMMIT``, a ``ROLLBACK``, or a ``RELEASE`` that ends the
1029outermost transaction, turns ``autocommit`` mode back on.
1030
1031The Python :mod:`sqlite3` module by default issues a ``BEGIN`` statement
1032implicitly before a Data Modification Language (DML) statement (i.e.
1033``INSERT``/``UPDATE``/``DELETE``/``REPLACE``).
1034
1035You can control which kind of ``BEGIN`` statements :mod:`sqlite3` implicitly
1036executes via the *isolation_level* parameter to the :func:`connect`
1037call, or via the :attr:`isolation_level` property of connections.
1038If you specify no *isolation_level*, a plain ``BEGIN`` is used, which is
1039equivalent to specifying ``DEFERRED``.  Other possible values are ``IMMEDIATE``
1040and ``EXCLUSIVE``.
1041
1042You can disable the :mod:`sqlite3` module's implicit transaction management by
1043setting :attr:`isolation_level` to ``None``.  This will leave the underlying
1044``sqlite3`` library operating in ``autocommit`` mode.  You can then completely
1045control the transaction state by explicitly issuing ``BEGIN``, ``ROLLBACK``,
1046``SAVEPOINT``, and ``RELEASE`` statements in your code.
1047
1048.. versionchanged:: 3.6
1049   :mod:`sqlite3` used to implicitly commit an open transaction before DDL
1050   statements.  This is no longer the case.
1051
1052
1053Using :mod:`sqlite3` efficiently
1054--------------------------------
1055
1056
1057Using shortcut methods
1058^^^^^^^^^^^^^^^^^^^^^^
1059
1060Using the nonstandard :meth:`execute`, :meth:`executemany` and
1061:meth:`executescript` methods of the :class:`Connection` object, your code can
1062be written more concisely because you don't have to create the (often
1063superfluous) :class:`Cursor` objects explicitly. Instead, the :class:`Cursor`
1064objects are created implicitly and these shortcut methods return the cursor
1065objects. This way, you can execute a ``SELECT`` statement and iterate over it
1066directly using only a single call on the :class:`Connection` object.
1067
1068.. literalinclude:: ../includes/sqlite3/shortcut_methods.py
1069
1070
1071Accessing columns by name instead of by index
1072^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
1073
1074One useful feature of the :mod:`sqlite3` module is the built-in
1075:class:`sqlite3.Row` class designed to be used as a row factory.
1076
1077Rows wrapped with this class can be accessed both by index (like tuples) and
1078case-insensitively by name:
1079
1080.. literalinclude:: ../includes/sqlite3/rowclass.py
1081
1082
1083Using the connection as a context manager
1084^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
1085
1086Connection objects can be used as context managers
1087that automatically commit or rollback transactions.  In the event of an
1088exception, the transaction is rolled back; otherwise, the transaction is
1089committed:
1090
1091.. literalinclude:: ../includes/sqlite3/ctx_manager.py
1092
1093
1094Common issues
1095-------------
1096
1097Multithreading
1098^^^^^^^^^^^^^^
1099
1100Older SQLite versions had issues with sharing connections between threads.
1101That's why the Python module disallows sharing connections and cursors between
1102threads. If you still try to do so, you will get an exception at runtime.
1103
1104The only exception is calling the :meth:`~Connection.interrupt` method, which
1105only makes sense to call from a different thread.
1106
1107.. rubric:: Footnotes
1108
1109.. [#f1] The sqlite3 module is not built with loadable extension support by
1110   default, because some platforms (notably Mac OS X) have SQLite
1111   libraries which are compiled without this feature. To get loadable
1112   extension support, you must pass --enable-loadable-sqlite-extensions to
1113   configure.
1114