1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322 | """
Module for abstract serializer/unserializer base classes.
"""
from io import StringIO
from django.core.exceptions import ObjectDoesNotExist
from django.db import models
DEFER_FIELD = object()
class SerializerDoesNotExist(KeyError):
"""The requested serializer was not found."""
pass
class SerializationError(Exception):
"""Something bad happened during serialization."""
pass
class DeserializationError(Exception):
"""Something bad happened during deserialization."""
@classmethod
def WithData(cls, original_exc, model, fk, field_value):
"""
Factory method for creating a deserialization error which has a more
explanatory message.
"""
return cls("%s: (%s:pk=%s) field_value was '%s'" % (original_exc, model, fk, field_value))
class M2MDeserializationError(Exception):
"""Something bad happened during deserialization of a ManyToManyField."""
def __init__(self, original_exc, pk):
self.original_exc = original_exc
self.pk = pk
class ProgressBar:
progress_width = 75
def __init__(self, output, total_count):
self.output = output
self.total_count = total_count
self.prev_done = 0
def update(self, count):
if not self.output:
return
perc = count * 100 // self.total_count
done = perc * self.progress_width // 100
if self.prev_done >= done:
return
self.prev_done = done
cr = '' if self.total_count == 1 else '\r'
self.output.write(cr + '[' + '.' * done + ' ' * (self.progress_width - done) + ']')
if done == self.progress_width:
self.output.write('\n')
self.output.flush()
class Serializer:
"""
Abstract serializer base class.
"""
# Indicates if the implemented serializer is only available for
# internal Django use.
internal_use_only = False
progress_class = ProgressBar
stream_class = StringIO
def serialize(self, queryset, *, stream=None, fields=None, use_natural_foreign_keys=False,
use_natural_primary_keys=False, progress_output=None, object_count=0, **options):
"""
Serialize a queryset.
"""
self.options = options
self.stream = stream if stream is not None else self.stream_class()
self.selected_fields = fields
self.use_natural_foreign_keys = use_natural_foreign_keys
self.use_natural_primary_keys = use_natural_primary_keys
progress_bar = self.progress_class(progress_output, object_count)
self.start_serialization()
self.first = True
for count, obj in enumerate(queryset, start=1):
self.start_object(obj)
# Use the concrete parent class' _meta instead of the object's _meta
# This is to avoid local_fields problems for proxy models. Refs #17717.
concrete_model = obj._meta.concrete_model
# When using natural primary keys, retrieve the pk field of the
# parent for multi-table inheritance child models. That field must
# be serialized, otherwise deserialization isn't possible.
if self.use_natural_primary_keys:
pk = concrete_model._meta.pk
pk_parent = pk if pk.remote_field and pk.remote_field.parent_link else None
else:
pk_parent = None
for field in concrete_model._meta.local_fields:
if field.serialize or field is pk_parent:
if field.remote_field is None:
if self.selected_fields is None or field.attname in self.selected_fields:
self.handle_field(obj, field)
else:
if self.selected_fields is None or field.attname[:-3] in self.selected_fields:
self.handle_fk_field(obj, field)
for field in concrete_model._meta.local_many_to_many:
if field.serialize:
if self.selected_fields is None or field.attname in self.selected_fields:
self.handle_m2m_field(obj, field)
self.end_object(obj)
progress_bar.update(count)
self.first = self.first and False
self.end_serialization()
return self.getvalue()
def start_serialization(self):
"""
Called when serializing of the queryset starts.
"""
raise NotImplementedError('subclasses of Serializer must provide a start_serialization() method')
def end_serialization(self):
"""
Called when serializing of the queryset ends.
"""
pass
def start_object(self, obj):
"""
Called when serializing of an object starts.
"""
raise NotImplementedError('subclasses of Serializer must provide a start_object() method')
def end_object(self, obj):
"""
Called when serializing of an object ends.
"""
pass
def handle_field(self, obj, field):
"""
Called to handle each individual (non-relational) field on an object.
"""
raise NotImplementedError('subclasses of Serializer must provide a handle_field() method')
def handle_fk_field(self, obj, field):
"""
Called to handle a ForeignKey field.
"""
raise NotImplementedError('subclasses of Serializer must provide a handle_fk_field() method')
def handle_m2m_field(self, obj, field):
"""
Called to handle a ManyToManyField.
"""
raise NotImplementedError('subclasses of Serializer must provide a handle_m2m_field() method')
def getvalue(self):
"""
Return the fully serialized queryset (or None if the output stream is
not seekable).
"""
if callable(getattr(self.stream, 'getvalue', None)):
return self.stream.getvalue()
class Deserializer:
"""
Abstract base deserializer class.
"""
def __init__(self, stream_or_string, **options):
"""
Init this serializer given a stream or a string
"""
self.options = options
if isinstance(stream_or_string, str):
self.stream = StringIO(stream_or_string)
else:
self.stream = stream_or_string
def __iter__(self):
return self
def __next__(self):
"""Iteration interface -- return the next item in the stream"""
raise NotImplementedError('subclasses of Deserializer must provide a __next__() method')
class DeserializedObject:
"""
A deserialized model.
Basically a container for holding the pre-saved deserialized data along
with the many-to-many data saved with the object.
Call ``save()`` to save the object (with the many-to-many data) to the
database; call ``save(save_m2m=False)`` to save just the object fields
(and not touch the many-to-many stuff.)
"""
def __init__(self, obj, m2m_data=None, deferred_fields=None):
self.object = obj
self.m2m_data = m2m_data
self.deferred_fields = deferred_fields
def __repr__(self):
return "<%s: %s(pk=%s)>" % (
self.__class__.__name__,
self.object._meta.label,
self.object.pk,
)
def save(self, save_m2m=True, using=None, **kwargs):
# Call save on the Model baseclass directly. This bypasses any
# model-defined save. The save is also forced to be raw.
# raw=True is passed to any pre/post_save signals.
models.Model.save_base(self.object, using=using, raw=True, **kwargs)
if self.m2m_data and save_m2m:
for accessor_name, object_list in self.m2m_data.items():
getattr(self.object, accessor_name).set(object_list)
# prevent a second (possibly accidental) call to save() from saving
# the m2m data twice.
self.m2m_data = None
def save_deferred_fields(self, using=None):
self.m2m_data = {}
for field, field_value in self.deferred_fields.items():
opts = self.object._meta
label = opts.app_label + '.' + opts.model_name
if isinstance(field.remote_field, models.ManyToManyRel):
try:
values = deserialize_m2m_values(field, field_value, using, handle_forward_references=False)
except M2MDeserializationError as e:
raise DeserializationError.WithData(e.original_exc, label, self.object.pk, e.pk)
self.m2m_data[field.name] = values
elif isinstance(field.remote_field, models.ManyToOneRel):
try:
value = deserialize_fk_value(field, field_value, using, handle_forward_references=False)
except Exception as e:
raise DeserializationError.WithData(e, label, self.object.pk, field_value)
setattr(self.object, field.attname, value)
self.save()
def build_instance(Model, data, db):
"""
Build a model instance.
If the model instance doesn't have a primary key and the model supports
natural keys, try to retrieve it from the database.
"""
default_manager = Model._meta.default_manager
pk = data.get(Model._meta.pk.name)
if (pk is None and hasattr(default_manager, 'get_by_natural_key') and
hasattr(Model, 'natural_key')):
natural_key = Model(**data).natural_key()
try:
data[Model._meta.pk.attname] = Model._meta.pk.to_python(
default_manager.db_manager(db).get_by_natural_key(*natural_key).pk
)
except Model.DoesNotExist:
pass
return Model(**data)
def deserialize_m2m_values(field, field_value, using, handle_forward_references):
model = field.remote_field.model
if hasattr(model._default_manager, 'get_by_natural_key'):
def m2m_convert(value):
if hasattr(value, '__iter__') and not isinstance(value, str):
return model._default_manager.db_manager(using).get_by_natural_key(*value).pk
else:
return model._meta.pk.to_python(value)
else:
def m2m_convert(v):
return model._meta.pk.to_python(v)
try:
pks_iter = iter(field_value)
except TypeError as e:
raise M2MDeserializationError(e, field_value)
try:
values = []
for pk in pks_iter:
values.append(m2m_convert(pk))
return values
except Exception as e:
if isinstance(e, ObjectDoesNotExist) and handle_forward_references:
return DEFER_FIELD
else:
raise M2MDeserializationError(e, pk)
def deserialize_fk_value(field, field_value, using, handle_forward_references):
if field_value is None:
return None
model = field.remote_field.model
default_manager = model._default_manager
field_name = field.remote_field.field_name
if (hasattr(default_manager, 'get_by_natural_key') and
hasattr(field_value, '__iter__') and not isinstance(field_value, str)):
try:
obj = default_manager.db_manager(using).get_by_natural_key(*field_value)
except ObjectDoesNotExist:
if handle_forward_references:
return DEFER_FIELD
else:
raise
value = getattr(obj, field_name)
# If this is a natural foreign key to an object that has a FK/O2O as
# the foreign key, use the FK value.
if model._meta.pk.remote_field:
value = value.pk
return value
return model._meta.get_field(field_name).to_python(field_value)
|