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Christian Heimes90540002008-05-08 14:29:10 +00001:mod:`json` --- JSON encoder and decoder
2========================================
3
4.. module:: json
5 :synopsis: Encode and decode the JSON format.
6.. moduleauthor:: Bob Ippolito <bob@redivi.com>
7.. sectionauthor:: Bob Ippolito <bob@redivi.com>
Christian Heimes90540002008-05-08 14:29:10 +00008
9JSON (JavaScript Object Notation) <http://json.org> is a subset of JavaScript
10syntax (ECMA-262 3rd edition) used as a lightweight data interchange format.
11
12:mod:`json` exposes an API familiar to users of the standard library
13:mod:`marshal` and :mod:`pickle` modules.
14
15Encoding basic Python object hierarchies::
Georg Brandl48310cd2009-01-03 21:18:54 +000016
Christian Heimes90540002008-05-08 14:29:10 +000017 >>> import json
18 >>> json.dumps(['foo', {'bar': ('baz', None, 1.0, 2)}])
19 '["foo", {"bar": ["baz", null, 1.0, 2]}]'
Neal Norwitz752abd02008-05-13 04:55:24 +000020 >>> print(json.dumps("\"foo\bar"))
Christian Heimes90540002008-05-08 14:29:10 +000021 "\"foo\bar"
Benjamin Peterson2505bc62008-05-15 02:17:58 +000022 >>> print(json.dumps('\u1234'))
Christian Heimes90540002008-05-08 14:29:10 +000023 "\u1234"
Neal Norwitz752abd02008-05-13 04:55:24 +000024 >>> print(json.dumps('\\'))
Christian Heimes90540002008-05-08 14:29:10 +000025 "\\"
Neal Norwitz752abd02008-05-13 04:55:24 +000026 >>> print(json.dumps({"c": 0, "b": 0, "a": 0}, sort_keys=True))
Christian Heimes90540002008-05-08 14:29:10 +000027 {"a": 0, "b": 0, "c": 0}
Benjamin Peterson2505bc62008-05-15 02:17:58 +000028 >>> from io import StringIO
Christian Heimes90540002008-05-08 14:29:10 +000029 >>> io = StringIO()
30 >>> json.dump(['streaming API'], io)
31 >>> io.getvalue()
32 '["streaming API"]'
33
34Compact encoding::
35
36 >>> import json
37 >>> json.dumps([1,2,3,{'4': 5, '6': 7}], separators=(',',':'))
38 '[1,2,3,{"4":5,"6":7}]'
39
40Pretty printing::
41
42 >>> import json
Neal Norwitz752abd02008-05-13 04:55:24 +000043 >>> print(json.dumps({'4': 5, '6': 7}, sort_keys=True, indent=4))
Christian Heimes90540002008-05-08 14:29:10 +000044 {
Georg Brandl48310cd2009-01-03 21:18:54 +000045 "4": 5,
Christian Heimes90540002008-05-08 14:29:10 +000046 "6": 7
47 }
48
49Decoding JSON::
Georg Brandl48310cd2009-01-03 21:18:54 +000050
Christian Heimes90540002008-05-08 14:29:10 +000051 >>> import json
52 >>> json.loads('["foo", {"bar":["baz", null, 1.0, 2]}]')
Benjamin Peterson2505bc62008-05-15 02:17:58 +000053 ['foo', {'bar': ['baz', None, 1.0, 2]}]
Christian Heimes90540002008-05-08 14:29:10 +000054 >>> json.loads('"\\"foo\\bar"')
Benjamin Peterson2505bc62008-05-15 02:17:58 +000055 '"foo\x08ar'
56 >>> from io import StringIO
Christian Heimes90540002008-05-08 14:29:10 +000057 >>> io = StringIO('["streaming API"]')
58 >>> json.load(io)
Benjamin Peterson2505bc62008-05-15 02:17:58 +000059 ['streaming API']
Christian Heimes90540002008-05-08 14:29:10 +000060
61Specializing JSON object decoding::
62
63 >>> import json
64 >>> def as_complex(dct):
65 ... if '__complex__' in dct:
66 ... return complex(dct['real'], dct['imag'])
67 ... return dct
Benjamin Peterson2505bc62008-05-15 02:17:58 +000068 ...
Christian Heimes90540002008-05-08 14:29:10 +000069 >>> json.loads('{"__complex__": true, "real": 1, "imag": 2}',
70 ... object_hook=as_complex)
71 (1+2j)
72 >>> import decimal
73 >>> json.loads('1.1', parse_float=decimal.Decimal)
74 Decimal('1.1')
75
76Extending :class:`JSONEncoder`::
Georg Brandl48310cd2009-01-03 21:18:54 +000077
Christian Heimes90540002008-05-08 14:29:10 +000078 >>> import json
79 >>> class ComplexEncoder(json.JSONEncoder):
80 ... def default(self, obj):
81 ... if isinstance(obj, complex):
82 ... return [obj.real, obj.imag]
83 ... return json.JSONEncoder.default(self, obj)
Benjamin Peterson2505bc62008-05-15 02:17:58 +000084 ...
Georg Brandl0bb73b82010-09-03 22:36:22 +000085 >>> json.dumps(2 + 1j, cls=ComplexEncoder)
Christian Heimes90540002008-05-08 14:29:10 +000086 '[2.0, 1.0]'
87 >>> ComplexEncoder().encode(2 + 1j)
88 '[2.0, 1.0]'
89 >>> list(ComplexEncoder().iterencode(2 + 1j))
Georg Brandl0bb73b82010-09-03 22:36:22 +000090 ['[2.0', ', 1.0', ']']
Georg Brandl48310cd2009-01-03 21:18:54 +000091
Christian Heimes90540002008-05-08 14:29:10 +000092
93.. highlight:: none
94
95Using json.tool from the shell to validate and pretty-print::
Georg Brandl48310cd2009-01-03 21:18:54 +000096
Christian Heimes90540002008-05-08 14:29:10 +000097 $ echo '{"json":"obj"}' | python -mjson.tool
98 {
99 "json": "obj"
100 }
101 $ echo '{ 1.2:3.4}' | python -mjson.tool
102 Expecting property name: line 1 column 2 (char 2)
103
104.. highlight:: python
105
Georg Brandl48310cd2009-01-03 21:18:54 +0000106.. note::
Christian Heimes90540002008-05-08 14:29:10 +0000107
108 The JSON produced by this module's default settings is a subset of
109 YAML, so it may be used as a serializer for that as well.
110
111
112Basic Usage
113-----------
114
Georg Brandlcd7f32b2009-06-08 09:13:45 +0000115.. function:: dump(obj, fp, skipkeys=False, ensure_ascii=True, check_circular=True, allow_nan=True, cls=None, indent=None, separators=None, default=None, **kw)
Christian Heimes90540002008-05-08 14:29:10 +0000116
117 Serialize *obj* as a JSON formatted stream to *fp* (a ``.write()``-supporting
118 file-like object).
119
120 If *skipkeys* is ``True`` (default: ``False``), then dict keys that are not
Ezio Melotti985e24d2009-09-13 07:54:02 +0000121 of a basic type (:class:`bytes`, :class:`str`, :class:`int`,
Christian Heimes90540002008-05-08 14:29:10 +0000122 :class:`float`, :class:`bool`, ``None``) will be skipped instead of raising a
123 :exc:`TypeError`.
124
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000125 The :mod:`json` module always produces :class:`str` objects, not
126 :class:`bytes` objects. Therefore, ``fp.write()`` must support :class:`str`
127 input.
128
Christian Heimes90540002008-05-08 14:29:10 +0000129 If *check_circular* is ``False`` (default: ``True``), then the circular
130 reference check for container types will be skipped and a circular reference
131 will result in an :exc:`OverflowError` (or worse).
132
133 If *allow_nan* is ``False`` (default: ``True``), then it will be a
134 :exc:`ValueError` to serialize out of range :class:`float` values (``nan``,
135 ``inf``, ``-inf``) in strict compliance of the JSON specification, instead of
136 using the JavaScript equivalents (``NaN``, ``Infinity``, ``-Infinity``).
137
Raymond Hettingerb643ef82010-10-31 08:00:16 +0000138 If *indent* is a non-negative integer or string, then JSON array elements and
139 object members will be pretty-printed with that indent level. An indent level
140 of 0 or ``""`` will only insert newlines. ``None`` (the default) selects the
141 most compact representation. Using an integer indent indents that many spaces
142 per level. If *indent* is a string (such at '\t'), that string is used to indent
143 each level.
Christian Heimes90540002008-05-08 14:29:10 +0000144
145 If *separators* is an ``(item_separator, dict_separator)`` tuple, then it
146 will be used instead of the default ``(', ', ': ')`` separators. ``(',',
147 ':')`` is the most compact JSON representation.
148
Christian Heimes90540002008-05-08 14:29:10 +0000149 *default(obj)* is a function that should return a serializable version of
150 *obj* or raise :exc:`TypeError`. The default simply raises :exc:`TypeError`.
151
Georg Brandl1f01deb2009-01-03 22:47:39 +0000152 To use a custom :class:`JSONEncoder` subclass (e.g. one that overrides the
Christian Heimes90540002008-05-08 14:29:10 +0000153 :meth:`default` method to serialize additional types), specify it with the
Georg Brandld4460aa2010-10-15 17:03:02 +0000154 *cls* kwarg; otherwise :class:`JSONEncoder` is used.
Christian Heimes90540002008-05-08 14:29:10 +0000155
156
Georg Brandlcd7f32b2009-06-08 09:13:45 +0000157.. function:: dumps(obj, skipkeys=False, ensure_ascii=True, check_circular=True, allow_nan=True, cls=None, indent=None, separators=None, default=None, **kw)
Christian Heimes90540002008-05-08 14:29:10 +0000158
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000159 Serialize *obj* to a JSON formatted :class:`str`. The arguments have the
160 same meaning as in :func:`dump`.
Christian Heimes90540002008-05-08 14:29:10 +0000161
162
Georg Brandlcd7f32b2009-06-08 09:13:45 +0000163.. function:: load(fp, cls=None, object_hook=None, parse_float=None, parse_int=None, parse_constant=None, object_pairs_hook=None, **kw)
Christian Heimes90540002008-05-08 14:29:10 +0000164
165 Deserialize *fp* (a ``.read()``-supporting file-like object containing a JSON
166 document) to a Python object.
167
Christian Heimes90540002008-05-08 14:29:10 +0000168 *object_hook* is an optional function that will be called with the result of
Benjamin Peterson25c95f12009-05-08 20:42:26 +0000169 any object literal decoded (a :class:`dict`). The return value of
Christian Heimes90540002008-05-08 14:29:10 +0000170 *object_hook* will be used instead of the :class:`dict`. This feature can be used
171 to implement custom decoders (e.g. JSON-RPC class hinting).
172
Raymond Hettinger9b8d0692009-04-21 03:27:12 +0000173 *object_pairs_hook* is an optional function that will be called with the
Benjamin Peterson25c95f12009-05-08 20:42:26 +0000174 result of any object literal decoded with an ordered list of pairs. The
Raymond Hettinger9b8d0692009-04-21 03:27:12 +0000175 return value of *object_pairs_hook* will be used instead of the
176 :class:`dict`. This feature can be used to implement custom decoders that
177 rely on the order that the key and value pairs are decoded (for example,
178 :func:`collections.OrderedDict` will remember the order of insertion). If
179 *object_hook* is also defined, the *object_pairs_hook* takes priority.
180
181 .. versionchanged:: 3.1
Hirokazu Yamamotoae9eb5c2009-04-26 03:34:06 +0000182 Added support for *object_pairs_hook*.
Raymond Hettinger9b8d0692009-04-21 03:27:12 +0000183
Christian Heimes90540002008-05-08 14:29:10 +0000184 *parse_float*, if specified, will be called with the string of every JSON
185 float to be decoded. By default, this is equivalent to ``float(num_str)``.
186 This can be used to use another datatype or parser for JSON floats
187 (e.g. :class:`decimal.Decimal`).
188
189 *parse_int*, if specified, will be called with the string of every JSON int
190 to be decoded. By default, this is equivalent to ``int(num_str)``. This can
191 be used to use another datatype or parser for JSON integers
192 (e.g. :class:`float`).
193
194 *parse_constant*, if specified, will be called with one of the following
195 strings: ``'-Infinity'``, ``'Infinity'``, ``'NaN'``, ``'null'``, ``'true'``,
196 ``'false'``. This can be used to raise an exception if invalid JSON numbers
197 are encountered.
198
199 To use a custom :class:`JSONDecoder` subclass, specify it with the ``cls``
Georg Brandld4460aa2010-10-15 17:03:02 +0000200 kwarg; otherwise :class:`JSONDecoder` is used. Additional keyword arguments
201 will be passed to the constructor of the class.
Christian Heimes90540002008-05-08 14:29:10 +0000202
203
Georg Brandlcd7f32b2009-06-08 09:13:45 +0000204.. function:: loads(s, encoding=None, cls=None, object_hook=None, parse_float=None, parse_int=None, parse_constant=None, object_pairs_hook=None, **kw)
Christian Heimes90540002008-05-08 14:29:10 +0000205
Ezio Melotti985e24d2009-09-13 07:54:02 +0000206 Deserialize *s* (a :class:`bytes` or :class:`str` instance containing a JSON
Christian Heimes90540002008-05-08 14:29:10 +0000207 document) to a Python object.
208
Ezio Melotti985e24d2009-09-13 07:54:02 +0000209 If *s* is a :class:`bytes` instance and is encoded with an ASCII based encoding
Christian Heimes90540002008-05-08 14:29:10 +0000210 other than UTF-8 (e.g. latin-1), then an appropriate *encoding* name must be
211 specified. Encodings that are not ASCII based (such as UCS-2) are not
Ezio Melotti985e24d2009-09-13 07:54:02 +0000212 allowed and should be decoded to :class:`str` first.
Christian Heimes90540002008-05-08 14:29:10 +0000213
Georg Brandl8569e582010-05-19 20:57:08 +0000214 The other arguments have the same meaning as in :func:`load`.
Christian Heimes90540002008-05-08 14:29:10 +0000215
216
217Encoders and decoders
218---------------------
219
Georg Brandlcd7f32b2009-06-08 09:13:45 +0000220.. class:: JSONDecoder(object_hook=None, parse_float=None, parse_int=None, parse_constant=None, strict=True, object_pairs_hook=None)
Christian Heimes90540002008-05-08 14:29:10 +0000221
222 Simple JSON decoder.
223
224 Performs the following translations in decoding by default:
225
226 +---------------+-------------------+
227 | JSON | Python |
228 +===============+===================+
229 | object | dict |
230 +---------------+-------------------+
231 | array | list |
232 +---------------+-------------------+
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000233 | string | str |
Christian Heimes90540002008-05-08 14:29:10 +0000234 +---------------+-------------------+
Georg Brandl639ce962009-04-11 18:18:16 +0000235 | number (int) | int |
Christian Heimes90540002008-05-08 14:29:10 +0000236 +---------------+-------------------+
237 | number (real) | float |
238 +---------------+-------------------+
239 | true | True |
240 +---------------+-------------------+
241 | false | False |
242 +---------------+-------------------+
243 | null | None |
244 +---------------+-------------------+
245
246 It also understands ``NaN``, ``Infinity``, and ``-Infinity`` as their
247 corresponding ``float`` values, which is outside the JSON spec.
248
Christian Heimes90540002008-05-08 14:29:10 +0000249 *object_hook*, if specified, will be called with the result of every JSON
250 object decoded and its return value will be used in place of the given
251 :class:`dict`. This can be used to provide custom deserializations (e.g. to
252 support JSON-RPC class hinting).
253
Raymond Hettinger9b8d0692009-04-21 03:27:12 +0000254 *object_pairs_hook*, if specified will be called with the result of every
255 JSON object decoded with an ordered list of pairs. The return value of
256 *object_pairs_hook* will be used instead of the :class:`dict`. This
257 feature can be used to implement custom decoders that rely on the order
258 that the key and value pairs are decoded (for example,
259 :func:`collections.OrderedDict` will remember the order of insertion). If
260 *object_hook* is also defined, the *object_pairs_hook* takes priority.
261
262 .. versionchanged:: 3.1
Hirokazu Yamamotoae9eb5c2009-04-26 03:34:06 +0000263 Added support for *object_pairs_hook*.
Raymond Hettinger9b8d0692009-04-21 03:27:12 +0000264
Christian Heimes90540002008-05-08 14:29:10 +0000265 *parse_float*, if specified, will be called with the string of every JSON
266 float to be decoded. By default, this is equivalent to ``float(num_str)``.
267 This can be used to use another datatype or parser for JSON floats
268 (e.g. :class:`decimal.Decimal`).
269
270 *parse_int*, if specified, will be called with the string of every JSON int
271 to be decoded. By default, this is equivalent to ``int(num_str)``. This can
272 be used to use another datatype or parser for JSON integers
273 (e.g. :class:`float`).
274
275 *parse_constant*, if specified, will be called with one of the following
276 strings: ``'-Infinity'``, ``'Infinity'``, ``'NaN'``, ``'null'``, ``'true'``,
277 ``'false'``. This can be used to raise an exception if invalid JSON numbers
278 are encountered.
279
Georg Brandld4460aa2010-10-15 17:03:02 +0000280 If *strict* is ``False`` (``True`` is the default), then control characters
281 will be allowed inside strings. Control characters in this context are
282 those with character codes in the 0-31 range, including ``'\t'`` (tab),
283 ``'\n'``, ``'\r'`` and ``'\0'``.
284
Christian Heimes90540002008-05-08 14:29:10 +0000285
286 .. method:: decode(s)
287
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000288 Return the Python representation of *s* (a :class:`str` instance
289 containing a JSON document)
Christian Heimes90540002008-05-08 14:29:10 +0000290
291 .. method:: raw_decode(s)
292
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000293 Decode a JSON document from *s* (a :class:`str` beginning with a
294 JSON document) and return a 2-tuple of the Python representation
295 and the index in *s* where the document ended.
Christian Heimes90540002008-05-08 14:29:10 +0000296
297 This can be used to decode a JSON document from a string that may have
298 extraneous data at the end.
299
300
Georg Brandlcd7f32b2009-06-08 09:13:45 +0000301.. class:: JSONEncoder(skipkeys=False, ensure_ascii=True, check_circular=True, allow_nan=True, sort_keys=False, indent=None, separators=None, default=None)
Christian Heimes90540002008-05-08 14:29:10 +0000302
303 Extensible JSON encoder for Python data structures.
304
305 Supports the following objects and types by default:
306
307 +-------------------+---------------+
308 | Python | JSON |
309 +===================+===============+
310 | dict | object |
311 +-------------------+---------------+
312 | list, tuple | array |
313 +-------------------+---------------+
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000314 | str | string |
Christian Heimes90540002008-05-08 14:29:10 +0000315 +-------------------+---------------+
Georg Brandl639ce962009-04-11 18:18:16 +0000316 | int, float | number |
Christian Heimes90540002008-05-08 14:29:10 +0000317 +-------------------+---------------+
318 | True | true |
319 +-------------------+---------------+
320 | False | false |
321 +-------------------+---------------+
322 | None | null |
323 +-------------------+---------------+
324
325 To extend this to recognize other objects, subclass and implement a
326 :meth:`default` method with another method that returns a serializable object
327 for ``o`` if possible, otherwise it should call the superclass implementation
328 (to raise :exc:`TypeError`).
329
330 If *skipkeys* is ``False`` (the default), then it is a :exc:`TypeError` to
Georg Brandl639ce962009-04-11 18:18:16 +0000331 attempt encoding of keys that are not str, int, float or None. If
Christian Heimes90540002008-05-08 14:29:10 +0000332 *skipkeys* is ``True``, such items are simply skipped.
333
Benjamin Petersonc6b607d2009-05-02 12:36:44 +0000334 If *ensure_ascii* is ``True`` (the default), the output is guaranteed to
335 have all incoming non-ASCII characters escaped. If *ensure_ascii* is
336 ``False``, these characters will be output as-is.
Christian Heimes90540002008-05-08 14:29:10 +0000337
338 If *check_circular* is ``True`` (the default), then lists, dicts, and custom
339 encoded objects will be checked for circular references during encoding to
340 prevent an infinite recursion (which would cause an :exc:`OverflowError`).
341 Otherwise, no such check takes place.
342
343 If *allow_nan* is ``True`` (the default), then ``NaN``, ``Infinity``, and
344 ``-Infinity`` will be encoded as such. This behavior is not JSON
345 specification compliant, but is consistent with most JavaScript based
346 encoders and decoders. Otherwise, it will be a :exc:`ValueError` to encode
347 such floats.
348
Georg Brandl6a74da32010-08-22 20:23:38 +0000349 If *sort_keys* is ``True`` (default ``False``), then the output of dictionaries
Christian Heimes90540002008-05-08 14:29:10 +0000350 will be sorted by key; this is useful for regression tests to ensure that
351 JSON serializations can be compared on a day-to-day basis.
352
353 If *indent* is a non-negative integer (it is ``None`` by default), then JSON
354 array elements and object members will be pretty-printed with that indent
355 level. An indent level of 0 will only insert newlines. ``None`` is the most
356 compact representation.
357
358 If specified, *separators* should be an ``(item_separator, key_separator)``
359 tuple. The default is ``(', ', ': ')``. To get the most compact JSON
360 representation, you should specify ``(',', ':')`` to eliminate whitespace.
361
362 If specified, *default* is a function that gets called for objects that can't
363 otherwise be serialized. It should return a JSON encodable version of the
364 object or raise a :exc:`TypeError`.
365
Christian Heimes90540002008-05-08 14:29:10 +0000366
367 .. method:: default(o)
368
369 Implement this method in a subclass such that it returns a serializable
370 object for *o*, or calls the base implementation (to raise a
371 :exc:`TypeError`).
372
373 For example, to support arbitrary iterators, you could implement default
374 like this::
Georg Brandl48310cd2009-01-03 21:18:54 +0000375
Christian Heimes90540002008-05-08 14:29:10 +0000376 def default(self, o):
377 try:
Benjamin Petersone9bbc8b2008-09-28 02:06:32 +0000378 iterable = iter(o)
Christian Heimes90540002008-05-08 14:29:10 +0000379 except TypeError:
Benjamin Petersone9bbc8b2008-09-28 02:06:32 +0000380 pass
Christian Heimes90540002008-05-08 14:29:10 +0000381 else:
382 return list(iterable)
Georg Brandl0bb73b82010-09-03 22:36:22 +0000383 return json.JSONEncoder.default(self, o)
Christian Heimes90540002008-05-08 14:29:10 +0000384
385
386 .. method:: encode(o)
387
388 Return a JSON string representation of a Python data structure, *o*. For
389 example::
390
Georg Brandl0bb73b82010-09-03 22:36:22 +0000391 >>> json.JSONEncoder().encode({"foo": ["bar", "baz"]})
Christian Heimes90540002008-05-08 14:29:10 +0000392 '{"foo": ["bar", "baz"]}'
393
394
395 .. method:: iterencode(o)
396
397 Encode the given object, *o*, and yield each string representation as
398 available. For example::
Georg Brandl48310cd2009-01-03 21:18:54 +0000399
Georg Brandl0bb73b82010-09-03 22:36:22 +0000400 for chunk in json.JSONEncoder().iterencode(bigobject):
Christian Heimes90540002008-05-08 14:29:10 +0000401 mysocket.write(chunk)