Mercurial > cpython-lru_cache-weakref
annotate Doc/library/sqlite3.rst @ 78069:a8aa77458e12 3.2
Add c_size_t and c_ssize_t to the ctypes summary table.
| author | Antoine Pitrou <solipsis@pitrou.net> |
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| date | Thu, 12 Jul 2012 20:31:50 +0200 |
| parents | d13fdd97cc8e |
| children | 80b15cf2611e 2293eba03348 |
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1 :mod:`sqlite3` --- DB-API 2.0 interface for SQLite databases |
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2 ============================================================ |
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3 |
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4 .. module:: sqlite3 |
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5 :synopsis: A DB-API 2.0 implementation using SQLite 3.x. |
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6 .. sectionauthor:: Gerhard Häring <gh@ghaering.de> |
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7 |
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8 |
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9 SQLite is a C library that provides a lightweight disk-based database that |
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10 doesn't require a separate server process and allows accessing the database |
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11 using a nonstandard variant of the SQL query language. Some applications can use |
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12 SQLite for internal data storage. It's also possible to prototype an |
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13 application using SQLite and then port the code to a larger database such as |
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14 PostgreSQL or Oracle. |
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15 |
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16 sqlite3 was written by Gerhard Häring and provides a SQL interface compliant |
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17 with the DB-API 2.0 specification described by :pep:`249`. |
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18 |
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19 To use the module, you must first create a :class:`Connection` object that |
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20 represents the database. Here the data will be stored in the |
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21 :file:`/tmp/example` file:: |
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22 |
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23 import sqlite3 |
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24 conn = sqlite3.connect('/tmp/example') |
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25 |
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26 You can also supply the special name ``:memory:`` to create a database in RAM. |
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27 |
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28 Once you have a :class:`Connection`, you can create a :class:`Cursor` object |
| 49493 | 29 and call its :meth:`~Cursor.execute` method to perform SQL commands:: |
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30 |
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31 c = conn.cursor() |
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32 |
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33 # Create table |
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34 c.execute('''create table stocks |
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35 (date text, trans text, symbol text, |
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36 qty real, price real)''') |
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37 |
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38 # Insert a row of data |
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39 c.execute("""insert into stocks |
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40 values ('2006-01-05','BUY','RHAT',100,35.14)""") |
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41 |
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42 # Save (commit) the changes |
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43 conn.commit() |
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44 |
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45 # We can also close the cursor if we are done with it |
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46 c.close() |
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47 |
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48 Usually your SQL operations will need to use values from Python variables. You |
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49 shouldn't assemble your query using Python's string operations because doing so |
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50 is insecure; it makes your program vulnerable to an SQL injection attack. |
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51 |
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52 Instead, use the DB-API's parameter substitution. Put ``?`` as a placeholder |
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53 wherever you want to use a value, and then provide a tuple of values as the |
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54 second argument to the cursor's :meth:`~Cursor.execute` method. (Other database |
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55 modules may use a different placeholder, such as ``%s`` or ``:1``.) For |
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56 example:: |
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57 |
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58 # Never do this -- insecure! |
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59 symbol = 'IBM' |
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60 c.execute("select * from stocks where symbol = '%s'" % symbol) |
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61 |
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62 # Do this instead |
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63 t = (symbol,) |
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64 c.execute('select * from stocks where symbol=?', t) |
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65 |
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66 # Larger example |
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67 for t in [('2006-03-28', 'BUY', 'IBM', 1000, 45.00), |
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68 ('2006-04-05', 'BUY', 'MSFT', 1000, 72.00), |
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69 ('2006-04-06', 'SELL', 'IBM', 500, 53.00), |
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70 ]: |
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71 c.execute('insert into stocks values (?,?,?,?,?)', t) |
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72 |
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73 To retrieve data after executing a SELECT statement, you can either treat the |
| 49493 | 74 cursor as an :term:`iterator`, call the cursor's :meth:`~Cursor.fetchone` method to |
| 75 retrieve a single matching row, or call :meth:`~Cursor.fetchall` to get a list of the | |
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76 matching rows. |
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77 |
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78 This example uses the iterator form:: |
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79 |
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80 >>> c = conn.cursor() |
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81 >>> c.execute('select * from stocks order by price') |
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82 >>> for row in c: |
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83 ... print(row) |
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84 ... |
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85 ('2006-01-05', 'BUY', 'RHAT', 100, 35.14) |
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86 ('2006-03-28', 'BUY', 'IBM', 1000, 45.0) |
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87 ('2006-04-06', 'SELL', 'IBM', 500, 53.0) |
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88 ('2006-04-05', 'BUY', 'MSOFT', 1000, 72.0) |
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89 >>> |
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90 |
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91 |
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92 .. seealso:: |
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93 |
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94 http://code.google.com/p/pysqlite/ |
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95 The pysqlite web page -- sqlite3 is developed externally under the name |
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96 "pysqlite". |
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97 |
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98 http://www.sqlite.org |
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99 The SQLite web page; the documentation describes the syntax and the |
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100 available data types for the supported SQL dialect. |
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101 |
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102 :pep:`249` - Database API Specification 2.0 |
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103 PEP written by Marc-André Lemburg. |
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104 |
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105 |
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106 .. _sqlite3-module-contents: |
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107 |
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108 Module functions and constants |
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109 ------------------------------ |
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110 |
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111 |
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112 .. data:: PARSE_DECLTYPES |
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113 |
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114 This constant is meant to be used with the *detect_types* parameter of the |
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115 :func:`connect` function. |
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116 |
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117 Setting it makes the :mod:`sqlite3` module parse the declared type for each |
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118 column it returns. It will parse out the first word of the declared type, |
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119 i. e. for "integer primary key", it will parse out "integer", or for |
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120 "number(10)" it will parse out "number". Then for that column, it will look |
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121 into the converters dictionary and use the converter function registered for |
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122 that type there. |
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123 |
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124 |
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125 .. data:: PARSE_COLNAMES |
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126 |
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127 This constant is meant to be used with the *detect_types* parameter of the |
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128 :func:`connect` function. |
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129 |
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130 Setting this makes the SQLite interface parse the column name for each column it |
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131 returns. It will look for a string formed [mytype] in there, and then decide |
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132 that 'mytype' is the type of the column. It will try to find an entry of |
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133 'mytype' in the converters dictionary and then use the converter function found |
| 49493 | 134 there to return the value. The column name found in :attr:`Cursor.description` |
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135 is only the first word of the column name, i. e. if you use something like |
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136 ``'as "x [datetime]"'`` in your SQL, then we will parse out everything until the |
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137 first blank for the column name: the column name would simply be "x". |
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138 |
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139 |
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140 .. function:: connect(database[, timeout, detect_types, isolation_level, check_same_thread, factory, cached_statements]) |
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141 |
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142 Opens a connection to the SQLite database file *database*. You can use |
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143 ``":memory:"`` to open a database connection to a database that resides in RAM |
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144 instead of on disk. |
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145 |
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146 When a database is accessed by multiple connections, and one of the processes |
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147 modifies the database, the SQLite database is locked until that transaction is |
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148 committed. The *timeout* parameter specifies how long the connection should wait |
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149 for the lock to go away until raising an exception. The default for the timeout |
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150 parameter is 5.0 (five seconds). |
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151 |
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152 For the *isolation_level* parameter, please see the |
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153 :attr:`Connection.isolation_level` property of :class:`Connection` objects. |
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154 |
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155 SQLite natively supports only the types TEXT, INTEGER, FLOAT, BLOB and NULL. If |
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156 you want to use other types you must add support for them yourself. The |
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157 *detect_types* parameter and the using custom **converters** registered with the |
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158 module-level :func:`register_converter` function allow you to easily do that. |
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159 |
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160 *detect_types* defaults to 0 (i. e. off, no type detection), you can set it to |
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161 any combination of :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES` to turn |
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162 type detection on. |
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163 |
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164 By default, the :mod:`sqlite3` module uses its :class:`Connection` class for the |
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165 connect call. You can, however, subclass the :class:`Connection` class and make |
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166 :func:`connect` use your class instead by providing your class for the *factory* |
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167 parameter. |
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168 |
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169 Consult the section :ref:`sqlite3-types` of this manual for details. |
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170 |
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171 The :mod:`sqlite3` module internally uses a statement cache to avoid SQL parsing |
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172 overhead. If you want to explicitly set the number of statements that are cached |
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173 for the connection, you can set the *cached_statements* parameter. The currently |
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174 implemented default is to cache 100 statements. |
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175 |
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176 |
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177 .. function:: register_converter(typename, callable) |
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178 |
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179 Registers a callable to convert a bytestring from the database into a custom |
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180 Python type. The callable will be invoked for all database values that are of |
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181 the type *typename*. Confer the parameter *detect_types* of the :func:`connect` |
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182 function for how the type detection works. Note that the case of *typename* and |
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183 the name of the type in your query must match! |
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184 |
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185 |
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186 .. function:: register_adapter(type, callable) |
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187 |
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188 Registers a callable to convert the custom Python type *type* into one of |
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189 SQLite's supported types. The callable *callable* accepts as single parameter |
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190 the Python value, and must return a value of the following types: int, |
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191 float, str or bytes. |
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192 |
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193 |
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194 .. function:: complete_statement(sql) |
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195 |
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196 Returns :const:`True` if the string *sql* contains one or more complete SQL |
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197 statements terminated by semicolons. It does not verify that the SQL is |
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198 syntactically correct, only that there are no unclosed string literals and the |
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199 statement is terminated by a semicolon. |
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200 |
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201 This can be used to build a shell for SQLite, as in the following example: |
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202 |
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203 |
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204 .. literalinclude:: ../includes/sqlite3/complete_statement.py |
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205 |
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206 |
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207 .. function:: enable_callback_tracebacks(flag) |
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208 |
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209 By default you will not get any tracebacks in user-defined functions, |
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210 aggregates, converters, authorizer callbacks etc. If you want to debug them, you |
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211 can call this function with *flag* as True. Afterwards, you will get tracebacks |
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212 from callbacks on ``sys.stderr``. Use :const:`False` to disable the feature |
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213 again. |
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214 |
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215 |
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216 .. _sqlite3-connection-objects: |
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217 |
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218 Connection Objects |
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219 ------------------ |
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220 |
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| 222 | |
| 223 A SQLite database connection has the following attributes and methods: | |
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224 |
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225 .. attribute:: Connection.isolation_level |
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226 |
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227 Get or set the current isolation level. :const:`None` for autocommit mode or |
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228 one of "DEFERRED", "IMMEDIATE" or "EXCLUSIVE". See section |
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229 :ref:`sqlite3-controlling-transactions` for a more detailed explanation. |
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230 |
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231 .. attribute:: Connection.in_transaction |
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232 |
| 62141 | 233 :const:`True` if a transaction is active (there are uncommitted changes), |
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234 :const:`False` otherwise. Read-only attribute. |
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235 |
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236 .. versionadded:: 3.2 |
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237 |
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238 .. method:: Connection.cursor([cursorClass]) |
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239 |
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240 The cursor method accepts a single optional parameter *cursorClass*. If |
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241 supplied, this must be a custom cursor class that extends |
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242 :class:`sqlite3.Cursor`. |
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243 |
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244 .. method:: Connection.commit() |
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245 |
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246 This method commits the current transaction. If you don't call this method, |
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247 anything you did since the last call to ``commit()`` is not visible from |
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248 other database connections. If you wonder why you don't see the data you've |
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249 written to the database, please check you didn't forget to call this method. |
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250 |
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251 .. method:: Connection.rollback() |
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252 |
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253 This method rolls back any changes to the database since the last call to |
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254 :meth:`commit`. |
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255 |
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256 .. method:: Connection.close() |
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257 |
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258 This closes the database connection. Note that this does not automatically |
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259 call :meth:`commit`. If you just close your database connection without |
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260 calling :meth:`commit` first, your changes will be lost! |
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261 |
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262 .. method:: Connection.execute(sql, [parameters]) |
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263 |
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264 This is a nonstandard shortcut that creates an intermediate cursor object by |
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265 calling the cursor method, then calls the cursor's :meth:`execute |
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266 <Cursor.execute>` method with the parameters given. |
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267 |
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268 |
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269 .. method:: Connection.executemany(sql, [parameters]) |
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270 |
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271 This is a nonstandard shortcut that creates an intermediate cursor object by |
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272 calling the cursor method, then calls the cursor's :meth:`executemany |
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273 <Cursor.executemany>` method with the parameters given. |
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274 |
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275 .. method:: Connection.executescript(sql_script) |
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276 |
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277 This is a nonstandard shortcut that creates an intermediate cursor object by |
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278 calling the cursor method, then calls the cursor's :meth:`executescript |
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279 <Cursor.executescript>` method with the parameters given. |
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280 |
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281 |
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282 .. method:: Connection.create_function(name, num_params, func) |
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283 |
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284 Creates a user-defined function that you can later use from within SQL |
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285 statements under the function name *name*. *num_params* is the number of |
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286 parameters the function accepts, and *func* is a Python callable that is called |
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287 as the SQL function. |
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288 |
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289 The function can return any of the types supported by SQLite: bytes, str, int, |
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290 float and None. |
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291 |
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292 Example: |
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293 |
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294 .. literalinclude:: ../includes/sqlite3/md5func.py |
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295 |
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296 |
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297 .. method:: Connection.create_aggregate(name, num_params, aggregate_class) |
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298 |
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299 Creates a user-defined aggregate function. |
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300 |
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301 The aggregate class must implement a ``step`` method, which accepts the number |
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302 of parameters *num_params*, and a ``finalize`` method which will return the |
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303 final result of the aggregate. |
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304 |
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305 The ``finalize`` method can return any of the types supported by SQLite: |
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306 bytes, str, int, float and None. |
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307 |
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308 Example: |
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309 |
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310 .. literalinclude:: ../includes/sqlite3/mysumaggr.py |
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311 |
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312 |
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313 .. method:: Connection.create_collation(name, callable) |
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314 |
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315 Creates a collation with the specified *name* and *callable*. The callable will |
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316 be passed two string arguments. It should return -1 if the first is ordered |
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317 lower than the second, 0 if they are ordered equal and 1 if the first is ordered |
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318 higher than the second. Note that this controls sorting (ORDER BY in SQL) so |
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319 your comparisons don't affect other SQL operations. |
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320 |
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321 Note that the callable will get its parameters as Python bytestrings, which will |
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322 normally be encoded in UTF-8. |
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323 |
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324 The following example shows a custom collation that sorts "the wrong way": |
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325 |
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326 .. literalinclude:: ../includes/sqlite3/collation_reverse.py |
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327 |
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328 To remove a collation, call ``create_collation`` with None as callable:: |
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329 |
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330 con.create_collation("reverse", None) |
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331 |
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332 |
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333 .. method:: Connection.interrupt() |
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334 |
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335 You can call this method from a different thread to abort any queries that might |
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336 be executing on the connection. The query will then abort and the caller will |
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337 get an exception. |
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338 |
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339 |
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340 .. method:: Connection.set_authorizer(authorizer_callback) |
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341 |
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342 This routine registers a callback. The callback is invoked for each attempt to |
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343 access a column of a table in the database. The callback should return |
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344 :const:`SQLITE_OK` if access is allowed, :const:`SQLITE_DENY` if the entire SQL |
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345 statement should be aborted with an error and :const:`SQLITE_IGNORE` if the |
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346 column should be treated as a NULL value. These constants are available in the |
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347 :mod:`sqlite3` module. |
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348 |
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349 The first argument to the callback signifies what kind of operation is to be |
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350 authorized. The second and third argument will be arguments or :const:`None` |
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351 depending on the first argument. The 4th argument is the name of the database |
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352 ("main", "temp", etc.) if applicable. The 5th argument is the name of the |
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353 inner-most trigger or view that is responsible for the access attempt or |
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354 :const:`None` if this access attempt is directly from input SQL code. |
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355 |
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356 Please consult the SQLite documentation about the possible values for the first |
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357 argument and the meaning of the second and third argument depending on the first |
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358 one. All necessary constants are available in the :mod:`sqlite3` module. |
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359 |
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360 |
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361 .. method:: Connection.set_progress_handler(handler, n) |
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362 |
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363 This routine registers a callback. The callback is invoked for every *n* |
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364 instructions of the SQLite virtual machine. This is useful if you want to |
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365 get called from SQLite during long-running operations, for example to update |
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366 a GUI. |
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367 |
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368 If you want to clear any previously installed progress handler, call the |
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369 method with :const:`None` for *handler*. |
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370 |
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371 |
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372 .. method:: Connection.enable_load_extension(enabled) |
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373 |
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374 This routine allows/disallows the SQLite engine to load SQLite extensions |
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375 from shared libraries. SQLite extensions can define new functions, |
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376 aggregates or whole new virtual table implementations. One well-known |
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377 extension is the fulltext-search extension distributed with SQLite. |
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378 |
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379 Loadable extensions are disabled by default. See [#f1]_. |
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380 |
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381 .. versionadded:: 3.2 |
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382 |
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383 .. literalinclude:: ../includes/sqlite3/load_extension.py |
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384 |
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385 .. method:: Connection.load_extension(path) |
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386 |
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387 This routine loads a SQLite extension from a shared library. You have to |
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388 enable extension loading with :meth:`enable_load_extension` before you can |
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389 use this routine. |
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390 |
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391 Loadable extensions are disabled by default. See [#f1]_. |
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392 |
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393 .. versionadded:: 3.2 |
| 65081 | 394 |
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395 .. attribute:: Connection.row_factory |
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396 |
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397 You can change this attribute to a callable that accepts the cursor and the |
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398 original row as a tuple and will return the real result row. This way, you can |
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399 implement more advanced ways of returning results, such as returning an object |
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400 that can also access columns by name. |
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401 |
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402 Example: |
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403 |
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404 .. literalinclude:: ../includes/sqlite3/row_factory.py |
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405 |
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406 If returning a tuple doesn't suffice and you want name-based access to |
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407 columns, you should consider setting :attr:`row_factory` to the |
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408 highly-optimized :class:`sqlite3.Row` type. :class:`Row` provides both |
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409 index-based and case-insensitive name-based access to columns with almost no |
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410 memory overhead. It will probably be better than your own custom |
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411 dictionary-based approach or even a db_row based solution. |
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412 |
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413 .. XXX what's a db_row-based solution? |
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414 |
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415 |
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416 .. attribute:: Connection.text_factory |
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417 |
| 49493 | 418 Using this attribute you can control what objects are returned for the ``TEXT`` |
| 419 data type. By default, this attribute is set to :class:`str` and the | |
| 420 :mod:`sqlite3` module will return Unicode objects for ``TEXT``. If you want to | |
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421 return bytestrings instead, you can set it to :class:`bytes`. |
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422 |
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423 For efficiency reasons, there's also a way to return :class:`str` objects |
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424 only for non-ASCII data, and :class:`bytes` otherwise. To activate it, set |
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425 this attribute to :const:`sqlite3.OptimizedUnicode`. |
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426 |
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427 You can also set it to any other callable that accepts a single bytestring |
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428 parameter and returns the resulting object. |
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429 |
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430 See the following example code for illustration: |
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431 |
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432 .. literalinclude:: ../includes/sqlite3/text_factory.py |
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433 |
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434 |
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435 .. attribute:: Connection.total_changes |
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436 |
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437 Returns the total number of database rows that have been modified, inserted, or |
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438 deleted since the database connection was opened. |
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439 |
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440 |
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441 .. attribute:: Connection.iterdump |
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442 |
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443 Returns an iterator to dump the database in an SQL text format. Useful when |
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444 saving an in-memory database for later restoration. This function provides |
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445 the same capabilities as the :kbd:`.dump` command in the :program:`sqlite3` |
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446 shell. |
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447 |
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448 Example:: |
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449 |
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450 # Convert file existing_db.db to SQL dump file dump.sql |
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451 import sqlite3, os |
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452 |
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453 con = sqlite3.connect('existing_db.db') |
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454 with open('dump.sql', 'w') as f: |
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455 for line in con.iterdump(): |
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456 f.write('%s\n' % line) |
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457 |
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458 |
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459 .. _sqlite3-cursor-objects: |
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460 |
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461 Cursor Objects |
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462 -------------- |
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463 |
| 49493 | 464 .. class:: Cursor |
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465 |
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466 A :class:`Cursor` instance has the following attributes and methods. |
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467 |
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468 .. method:: Cursor.execute(sql, [parameters]) |
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469 |
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470 Executes an SQL statement. The SQL statement may be parametrized (i. e. |
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471 placeholders instead of SQL literals). The :mod:`sqlite3` module supports two |
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472 kinds of placeholders: question marks (qmark style) and named placeholders |
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473 (named style). |
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474 |
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475 Here's an example of both styles: |
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476 |
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477 .. literalinclude:: ../includes/sqlite3/execute_1.py |
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478 |
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479 :meth:`execute` will only execute a single SQL statement. If you try to execute |
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480 more than one statement with it, it will raise a Warning. Use |
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481 :meth:`executescript` if you want to execute multiple SQL statements with one |
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482 call. |
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483 |
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484 |
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485 .. method:: Cursor.executemany(sql, seq_of_parameters) |
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486 |
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487 Executes an SQL command against all parameter sequences or mappings found in |
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488 the sequence *sql*. The :mod:`sqlite3` module also allows using an |
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489 :term:`iterator` yielding parameters instead of a sequence. |
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490 |
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491 .. literalinclude:: ../includes/sqlite3/executemany_1.py |
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492 |
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493 Here's a shorter example using a :term:`generator`: |
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494 |
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495 .. literalinclude:: ../includes/sqlite3/executemany_2.py |
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496 |
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497 |
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498 .. method:: Cursor.executescript(sql_script) |
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499 |
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500 This is a nonstandard convenience method for executing multiple SQL statements |
| 49493 | 501 at once. It issues a ``COMMIT`` statement first, then executes the SQL script it |
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502 gets as a parameter. |
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503 |
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504 *sql_script* can be an instance of :class:`str` or :class:`bytes`. |
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505 |
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506 Example: |
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507 |
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508 .. literalinclude:: ../includes/sqlite3/executescript.py |
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509 |
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510 |
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511 .. method:: Cursor.fetchone() |
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512 |
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513 Fetches the next row of a query result set, returning a single sequence, |
| 49493 | 514 or :const:`None` when no more data is available. |
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515 |
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516 |
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517 .. method:: Cursor.fetchmany(size=cursor.arraysize) |
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518 |
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519 Fetches the next set of rows of a query result, returning a list. An empty |
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520 list is returned when no more rows are available. |
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521 |
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522 The number of rows to fetch per call is specified by the *size* parameter. |
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523 If it is not given, the cursor's arraysize determines the number of rows |
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524 to be fetched. The method should try to fetch as many rows as indicated by |
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525 the size parameter. If this is not possible due to the specified number of |
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526 rows not being available, fewer rows may be returned. |
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527 |
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528 Note there are performance considerations involved with the *size* parameter. |
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529 For optimal performance, it is usually best to use the arraysize attribute. |
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530 If the *size* parameter is used, then it is best for it to retain the same |
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531 value from one :meth:`fetchmany` call to the next. |
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532 |
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533 .. method:: Cursor.fetchall() |
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534 |
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535 Fetches all (remaining) rows of a query result, returning a list. Note that |
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536 the cursor's arraysize attribute can affect the performance of this operation. |
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537 An empty list is returned when no rows are available. |
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538 |
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539 |
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540 .. attribute:: Cursor.rowcount |
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541 |
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542 Although the :class:`Cursor` class of the :mod:`sqlite3` module implements this |
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543 attribute, the database engine's own support for the determination of "rows |
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544 affected"/"rows selected" is quirky. |
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545 |
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546 For :meth:`executemany` statements, the number of modifications are summed up |
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547 into :attr:`rowcount`. |
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548 |
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549 As required by the Python DB API Spec, the :attr:`rowcount` attribute "is -1 in |
| 49493 | 550 case no ``executeXX()`` has been performed on the cursor or the rowcount of the |
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551 last operation is not determinable by the interface". This includes ``SELECT`` |
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552 statements because we cannot determine the number of rows a query produced |
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553 until all rows were fetched. |
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554 |
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555 With SQLite versions before 3.6.5, :attr:`rowcount` is set to 0 if |
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556 you make a ``DELETE FROM table`` without any condition. |
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557 |
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558 .. attribute:: Cursor.lastrowid |
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559 |
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560 This read-only attribute provides the rowid of the last modified row. It is |
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561 only set if you issued a ``INSERT`` statement using the :meth:`execute` |
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562 method. For operations other than ``INSERT`` or when :meth:`executemany` is |
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563 called, :attr:`lastrowid` is set to :const:`None`. |
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564 |
| 49493 | 565 .. attribute:: Cursor.description |
| 566 | |
| 567 This read-only attribute provides the column names of the last query. To | |
| 568 remain compatible with the Python DB API, it returns a 7-tuple for each | |
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569 column where the last six items of each tuple are :const:`None`. |
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570 |
| 49493 | 571 It is set for ``SELECT`` statements without any matching rows as well. |
| 572 | |
| 573 .. _sqlite3-row-objects: | |
| 574 | |
| 575 Row Objects | |
| 576 ----------- | |
| 577 | |
| 578 .. class:: Row | |
| 579 | |
| 580 A :class:`Row` instance serves as a highly optimized | |
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581 :attr:`~Connection.row_factory` for :class:`Connection` objects. |
| 49493 | 582 It tries to mimic a tuple in most of its features. |
| 583 | |
| 584 It supports mapping access by column name and index, iteration, | |
| 585 representation, equality testing and :func:`len`. | |
| 586 | |
| 587 If two :class:`Row` objects have exactly the same columns and their | |
| 588 members are equal, they compare equal. | |
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589 |
| 49493 | 590 .. method:: keys |
| 591 | |
| 592 This method returns a tuple of column names. Immediately after a query, | |
| 593 it is the first member of each tuple in :attr:`Cursor.description`. | |
| 594 | |
| 595 Let's assume we initialize a table as in the example given above:: | |
| 596 | |
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597 conn = sqlite3.connect(":memory:") |
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598 c = conn.cursor() |
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599 c.execute('''create table stocks |
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600 (date text, trans text, symbol text, |
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601 qty real, price real)''') |
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602 c.execute("""insert into stocks |
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603 values ('2006-01-05','BUY','RHAT',100,35.14)""") |
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604 conn.commit() |
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605 c.close() |
| 49493 | 606 |
| 607 Now we plug :class:`Row` in:: | |
| 608 | |
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609 >>> conn.row_factory = sqlite3.Row |
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610 >>> c = conn.cursor() |
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611 >>> c.execute('select * from stocks') |
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612 <sqlite3.Cursor object at 0x7f4e7dd8fa80> |
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613 >>> r = c.fetchone() |
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614 >>> type(r) |
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615 <class 'sqlite3.Row'> |
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616 >>> tuple(r) |
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617 ('2006-01-05', 'BUY', 'RHAT', 100.0, 35.14) |
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618 >>> len(r) |
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619 5 |
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620 >>> r[2] |
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621 'RHAT' |
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622 >>> r.keys() |
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623 ['date', 'trans', 'symbol', 'qty', 'price'] |
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624 >>> r['qty'] |
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625 100.0 |
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626 >>> for member in r: |
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627 ... print(member) |
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628 ... |
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629 2006-01-05 |
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630 BUY |
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631 RHAT |
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632 100.0 |
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633 35.14 |
| 49493 | 634 |
| 635 | |
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636 .. _sqlite3-types: |
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637 |
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638 SQLite and Python types |
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639 ----------------------- |
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640 |
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641 |
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642 Introduction |
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643 ^^^^^^^^^^^^ |
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644 |
| 49493 | 645 SQLite natively supports the following types: ``NULL``, ``INTEGER``, |
| 646 ``REAL``, ``TEXT``, ``BLOB``. | |
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647 |
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648 The following Python types can thus be sent to SQLite without any problem: |
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649 |
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650 +-------------------------------+-------------+ |
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651 | Python type | SQLite type | |
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652 +===============================+=============+ |
| 49493 | 653 | :const:`None` | ``NULL`` | |
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654 +-------------------------------+-------------+ |
| 49493 | 655 | :class:`int` | ``INTEGER`` | |
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656 +-------------------------------+-------------+ |
| 49493 | 657 | :class:`float` | ``REAL`` | |
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658 +-------------------------------+-------------+ |
| 49493 | 659 | :class:`str` | ``TEXT`` | |
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660 +-------------------------------+-------------+ |
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661 | :class:`bytes` | ``BLOB`` | |
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662 +-------------------------------+-------------+ |
| 49493 | 663 |
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664 |
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665 This is how SQLite types are converted to Python types by default: |
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666 |
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667 +-------------+---------------------------------------------+ |
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668 | SQLite type | Python type | |
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669 +=============+=============================================+ |
| 49493 | 670 | ``NULL`` | :const:`None` | |
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671 +-------------+---------------------------------------------+ |
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672 | ``INTEGER`` | :class:`int` | |
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673 +-------------+---------------------------------------------+ |
| 49493 | 674 | ``REAL`` | :class:`float` | |
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675 +-------------+---------------------------------------------+ |
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676 | ``TEXT`` | depends on text_factory, str by default | |
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677 +-------------+---------------------------------------------+ |
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678 | ``BLOB`` | :class:`bytes` | |
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679 +-------------+---------------------------------------------+ |
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680 |
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681 The type system of the :mod:`sqlite3` module is extensible in two ways: you can |
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682 store additional Python types in a SQLite database via object adaptation, and |
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683 you can let the :mod:`sqlite3` module convert SQLite types to different Python |
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684 types via converters. |
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685 |
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686 |
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687 Using adapters to store additional Python types in SQLite databases |
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688 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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689 |
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690 As described before, SQLite supports only a limited set of types natively. To |
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691 use other Python types with SQLite, you must **adapt** them to one of the |
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692 sqlite3 module's supported types for SQLite: one of NoneType, int, float, |
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693 str, bytes. |
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694 |
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695 The :mod:`sqlite3` module uses Python object adaptation, as described in |
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696 :pep:`246` for this. The protocol to use is :class:`PrepareProtocol`. |
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697 |
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698 There are two ways to enable the :mod:`sqlite3` module to adapt a custom Python |
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699 type to one of the supported ones. |
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700 |
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701 |
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702 Letting your object adapt itself |
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703 """""""""""""""""""""""""""""""" |
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704 |
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705 This is a good approach if you write the class yourself. Let's suppose you have |
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706 a class like this:: |
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707 |
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708 class Point: |
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709 def __init__(self, x, y): |
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710 self.x, self.y = x, y |
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711 |
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712 Now you want to store the point in a single SQLite column. First you'll have to |
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713 choose one of the supported types first to be used for representing the point. |
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714 Let's just use str and separate the coordinates using a semicolon. Then you need |
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715 to give your class a method ``__conform__(self, protocol)`` which must return |
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716 the converted value. The parameter *protocol* will be :class:`PrepareProtocol`. |
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717 |
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718 .. literalinclude:: ../includes/sqlite3/adapter_point_1.py |
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719 |
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720 |
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721 Registering an adapter callable |
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722 """"""""""""""""""""""""""""""" |
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723 |
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724 The other possibility is to create a function that converts the type to the |
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725 string representation and register the function with :meth:`register_adapter`. |
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726 |
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727 .. literalinclude:: ../includes/sqlite3/adapter_point_2.py |
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728 |
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729 The :mod:`sqlite3` module has two default adapters for Python's built-in |
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730 :class:`datetime.date` and :class:`datetime.datetime` types. Now let's suppose |
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731 we want to store :class:`datetime.datetime` objects not in ISO representation, |
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732 but as a Unix timestamp. |
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733 |
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734 .. literalinclude:: ../includes/sqlite3/adapter_datetime.py |
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735 |
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736 |
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737 Converting SQLite values to custom Python types |
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738 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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739 |
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740 Writing an adapter lets you send custom Python types to SQLite. But to make it |
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741 really useful we need to make the Python to SQLite to Python roundtrip work. |
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742 |
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743 Enter converters. |
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744 |
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745 Let's go back to the :class:`Point` class. We stored the x and y coordinates |
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746 separated via semicolons as strings in SQLite. |
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747 |
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748 First, we'll define a converter function that accepts the string as a parameter |
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749 and constructs a :class:`Point` object from it. |
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750 |
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751 .. note:: |
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752 |
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753 Converter functions **always** get called with a string, no matter under which |
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754 data type you sent the value to SQLite. |
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755 |
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756 :: |
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757 |
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758 def convert_point(s): |
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759 x, y = map(float, s.split(b";")) |
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760 return Point(x, y) |
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761 |
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762 Now you need to make the :mod:`sqlite3` module know that what you select from |
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763 the database is actually a point. There are two ways of doing this: |
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764 |
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765 * Implicitly via the declared type |
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766 |
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767 * Explicitly via the column name |
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768 |
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769 Both ways are described in section :ref:`sqlite3-module-contents`, in the entries |
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770 for the constants :const:`PARSE_DECLTYPES` and :const:`PARSE_COLNAMES`. |
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771 |
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772 The following example illustrates both approaches. |
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773 |
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774 .. literalinclude:: ../includes/sqlite3/converter_point.py |
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775 |
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776 |
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777 Default adapters and converters |
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778 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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779 |
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780 There are default adapters for the date and datetime types in the datetime |
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781 module. They will be sent as ISO dates/ISO timestamps to SQLite. |
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782 |
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783 The default converters are registered under the name "date" for |
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784 :class:`datetime.date` and under the name "timestamp" for |
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785 :class:`datetime.datetime`. |
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786 |
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787 This way, you can use date/timestamps from Python without any additional |
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788 fiddling in most cases. The format of the adapters is also compatible with the |
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789 experimental SQLite date/time functions. |
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790 |
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791 The following example demonstrates this. |
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792 |
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793 .. literalinclude:: ../includes/sqlite3/pysqlite_datetime.py |
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794 |
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795 |
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796 .. _sqlite3-controlling-transactions: |
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797 |
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798 Controlling Transactions |
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799 ------------------------ |
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800 |
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801 By default, the :mod:`sqlite3` module opens transactions implicitly before a |
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802 Data Modification Language (DML) statement (i.e. |
| 49493 | 803 ``INSERT``/``UPDATE``/``DELETE``/``REPLACE``), and commits transactions |
| 804 implicitly before a non-DML, non-query statement (i. e. | |
| 805 anything other than ``SELECT`` or the aforementioned). | |
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806 |
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807 So if you are within a transaction and issue a command like ``CREATE TABLE |
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808 ...``, ``VACUUM``, ``PRAGMA``, the :mod:`sqlite3` module will commit implicitly |
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809 before executing that command. There are two reasons for doing that. The first |
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810 is that some of these commands don't work within transactions. The other reason |
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811 is that sqlite3 needs to keep track of the transaction state (if a transaction |
|
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812 is active or not). The current transaction state is exposed through the |
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813 :attr:`Connection.in_transaction` attribute of the connection object. |
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814 |
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815 You can control which kind of ``BEGIN`` statements sqlite3 implicitly executes |
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816 (or none at all) via the *isolation_level* parameter to the :func:`connect` |
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817 call, or via the :attr:`isolation_level` property of connections. |
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818 |
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819 If you want **autocommit mode**, then set :attr:`isolation_level` to None. |
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820 |
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821 Otherwise leave it at its default, which will result in a plain "BEGIN" |
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822 statement, or set it to one of SQLite's supported isolation levels: "DEFERRED", |
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823 "IMMEDIATE" or "EXCLUSIVE". |
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824 |
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825 |
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826 |
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827 Using :mod:`sqlite3` efficiently |
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828 -------------------------------- |
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829 |
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830 |
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831 Using shortcut methods |
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832 ^^^^^^^^^^^^^^^^^^^^^^ |
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833 |
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834 Using the nonstandard :meth:`execute`, :meth:`executemany` and |
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835 :meth:`executescript` methods of the :class:`Connection` object, your code can |
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836 be written more concisely because you don't have to create the (often |
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837 superfluous) :class:`Cursor` objects explicitly. Instead, the :class:`Cursor` |
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838 objects are created implicitly and these shortcut methods return the cursor |
| 49493 | 839 objects. This way, you can execute a ``SELECT`` statement and iterate over it |
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840 directly using only a single call on the :class:`Connection` object. |
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841 |
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842 .. literalinclude:: ../includes/sqlite3/shortcut_methods.py |
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843 |
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844 |
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845 Accessing columns by name instead of by index |
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846 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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847 |
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848 One useful feature of the :mod:`sqlite3` module is the built-in |
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849 :class:`sqlite3.Row` class designed to be used as a row factory. |
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850 |
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851 Rows wrapped with this class can be accessed both by index (like tuples) and |
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852 case-insensitively by name: |
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853 |
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854 .. literalinclude:: ../includes/sqlite3/rowclass.py |
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855 |
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856 |
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857 Using the connection as a context manager |
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858 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ |
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859 |
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860 Connection objects can be used as context managers |
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861 that automatically commit or rollback transactions. In the event of an |
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862 exception, the transaction is rolled back; otherwise, the transaction is |
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863 committed: |
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864 |
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865 .. literalinclude:: ../includes/sqlite3/ctx_manager.py |
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866 |
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867 |
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868 Common issues |
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869 ------------- |
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870 |
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871 Multithreading |
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872 ^^^^^^^^^^^^^^ |
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873 |
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874 Older SQLite versions had issues with sharing connections between threads. |
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875 That's why the Python module disallows sharing connections and cursors between |
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876 threads. If you still try to do so, you will get an exception at runtime. |
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877 |
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878 The only exception is calling the :meth:`~Connection.interrupt` method, which |
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879 only makes sense to call from a different thread. |
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880 |
| 65081 | 881 .. rubric:: Footnotes |
| 882 | |
| 883 .. [#f1] The sqlite3 module is not built with loadable extension support by | |
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884 default, because some platforms (notably Mac OS X) have SQLite |
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885 libraries which are compiled without this feature. To get loadable |
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886 extension support, you must pass --enable-loadable-sqlite-extensions to |
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887 configure. |
