File: errors.py

package info (click to toggle)
python-cerberus 1.3.7-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 7,532 kB
  • sloc: python: 5,239; makefile: 130
file content (655 lines) | stat: -rw-r--r-- 21,254 bytes parent folder | download
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
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
# -*-: coding utf-8 -*-
""" This module contains the error-related constants and classes. """

from __future__ import absolute_import

import sys
from collections import defaultdict, namedtuple
from copy import copy, deepcopy
from functools import wraps
from pprint import pformat

from cerberus.platform import MutableMapping
from cerberus.utils import compare_paths_lt, quote_string


ErrorDefinition = namedtuple('ErrorDefinition', 'code, rule')
"""
This class is used to define possible errors. Each distinguishable error is
defined by a *unique* error ``code`` as integer and the ``rule`` that can
cause it as string.
The instances' names do not contain a common prefix as they are supposed to be
referenced within the module namespace, e.g. ``errors.CUSTOM``.
"""


# custom
CUSTOM = ErrorDefinition(0x00, None)

# existence
DOCUMENT_MISSING = ErrorDefinition(0x01, None)  # issues/141
DOCUMENT_MISSING = "document is missing"
REQUIRED_FIELD = ErrorDefinition(0x02, 'required')
UNKNOWN_FIELD = ErrorDefinition(0x03, None)
DEPENDENCIES_FIELD = ErrorDefinition(0x04, 'dependencies')
DEPENDENCIES_FIELD_VALUE = ErrorDefinition(0x05, 'dependencies')
EXCLUDES_FIELD = ErrorDefinition(0x06, 'excludes')

# shape
DOCUMENT_FORMAT = ErrorDefinition(0x21, None)  # issues/141
DOCUMENT_FORMAT = "'{0}' is not a document, must be a dict"
EMPTY_NOT_ALLOWED = ErrorDefinition(0x22, 'empty')
NOT_NULLABLE = ErrorDefinition(0x23, 'nullable')
BAD_TYPE = ErrorDefinition(0x24, 'type')
BAD_TYPE_FOR_SCHEMA = ErrorDefinition(0x25, 'schema')
ITEMS_LENGTH = ErrorDefinition(0x26, 'items')
MIN_LENGTH = ErrorDefinition(0x27, 'minlength')
MAX_LENGTH = ErrorDefinition(0x28, 'maxlength')


# color
REGEX_MISMATCH = ErrorDefinition(0x41, 'regex')
MIN_VALUE = ErrorDefinition(0x42, 'min')
MAX_VALUE = ErrorDefinition(0x43, 'max')
UNALLOWED_VALUE = ErrorDefinition(0x44, 'allowed')
UNALLOWED_VALUES = ErrorDefinition(0x45, 'allowed')
FORBIDDEN_VALUE = ErrorDefinition(0x46, 'forbidden')
FORBIDDEN_VALUES = ErrorDefinition(0x47, 'forbidden')
MISSING_MEMBERS = ErrorDefinition(0x48, 'contains')

# other
NORMALIZATION = ErrorDefinition(0x60, None)
COERCION_FAILED = ErrorDefinition(0x61, 'coerce')
RENAMING_FAILED = ErrorDefinition(0x62, 'rename_handler')
READONLY_FIELD = ErrorDefinition(0x63, 'readonly')
SETTING_DEFAULT_FAILED = ErrorDefinition(0x64, 'default_setter')

# groups
ERROR_GROUP = ErrorDefinition(0x80, None)
MAPPING_SCHEMA = ErrorDefinition(0x81, 'schema')
SEQUENCE_SCHEMA = ErrorDefinition(0x82, 'schema')
# TODO remove KEYSCHEMA AND VALUESCHEMA with next major release
KEYSRULES = KEYSCHEMA = ErrorDefinition(0x83, 'keysrules')
VALUESRULES = VALUESCHEMA = ErrorDefinition(0x84, 'valuesrules')
BAD_ITEMS = ErrorDefinition(0x8F, 'items')

LOGICAL = ErrorDefinition(0x90, None)
NONEOF = ErrorDefinition(0x91, 'noneof')
ONEOF = ErrorDefinition(0x92, 'oneof')
ANYOF = ErrorDefinition(0x93, 'anyof')
ALLOF = ErrorDefinition(0x94, 'allof')


""" SchemaError messages """

SCHEMA_ERROR_DEFINITION_TYPE = "schema definition for field '{0}' must be a dict"
SCHEMA_ERROR_MISSING = "validation schema missing"


""" Error representations """


class ValidationError(object):
    """A simple class to store and query basic error information."""

    def __init__(self, document_path, schema_path, code, rule, constraint, value, info):
        self.document_path = document_path
        """ The path to the field within the document that caused the error.
            Type: :class:`tuple` """
        self.schema_path = schema_path
        """ The path to the rule within the schema that caused the error.
            Type: :class:`tuple` """
        self.code = code
        """ The error's identifier code. Type: :class:`int` """
        self.rule = rule
        """ The rule that failed. Type: `string` """
        self.constraint = constraint
        """ The constraint that failed. """
        self.value = value
        """ The value that failed. """
        self.info = info
        """ May hold additional information about the error.
            Type: :class:`tuple` """

    def __eq__(self, other):
        """Assumes the errors relate to the same document and schema."""
        return hash(self) == hash(other)

    def __hash__(self):
        """Expects that all other properties are transitively determined."""
        return hash(self.document_path) ^ hash(self.schema_path) ^ hash(self.code)

    def __lt__(self, other):
        if self.document_path != other.document_path:
            return compare_paths_lt(self.document_path, other.document_path)
        else:
            return compare_paths_lt(self.schema_path, other.schema_path)

    def __repr__(self):
        return (
            "{class_name} @ {memptr} ( "
            "document_path={document_path},"
            "schema_path={schema_path},"
            "code={code},"
            "constraint={constraint},"
            "value={value},"
            "info={info} )".format(
                class_name=self.__class__.__name__,
                memptr=hex(id(self)),  # noqa: E501
                document_path=self.document_path,
                schema_path=self.schema_path,
                code=hex(self.code),
                constraint=quote_string(self.constraint),
                value=quote_string(self.value),
                info=self.info,
            )
        )

    @property
    def child_errors(self):
        """
        A list that contains the individual errors of a bulk validation error.
        """
        return self.info[0] if self.is_group_error else None

    @property
    def definitions_errors(self):
        """
        Dictionary with errors of an \\*of-rule mapped to the index of the definition it
        occurred in. Returns :obj:`None` if not applicable.
        """
        if not self.is_logic_error:
            return None

        result = defaultdict(list)
        for error in self.child_errors:
            i = error.schema_path[len(self.schema_path)]
            result[i].append(error)
        return result

    @property
    def field(self):
        """Field of the contextual mapping, possibly :obj:`None`."""
        if self.document_path:
            return self.document_path[-1]
        else:
            return None

    @property
    def is_group_error(self):
        """``True`` for errors of bulk validations."""
        return bool(self.code & ERROR_GROUP.code)

    @property
    def is_logic_error(self):
        """
        ``True`` for validation errors against different schemas with \\*of-rules.
        """
        return bool(self.code & LOGICAL.code - ERROR_GROUP.code)

    @property
    def is_normalization_error(self):
        """``True`` for normalization errors."""
        return bool(self.code & NORMALIZATION.code)


class ErrorList(list):
    """
    A list for :class:`~cerberus.errors.ValidationError` instances that can be queried
    with the ``in`` keyword for a particular :class:`~cerberus.errors.ErrorDefinition`.
    """

    def __contains__(self, error_definition):
        if not isinstance(error_definition, ErrorDefinition):
            raise TypeError

        wanted_code = error_definition.code
        return any(x.code == wanted_code for x in self)


class ErrorTreeNode(MutableMapping):
    __slots__ = ('descendants', 'errors', 'parent_node', 'path', 'tree_root')

    def __init__(self, path, parent_node):
        self.parent_node = parent_node
        self.tree_root = self.parent_node.tree_root
        self.path = path[: self.parent_node.depth + 1]
        self.errors = ErrorList()
        self.descendants = {}

    def __contains__(self, item):
        if isinstance(item, ErrorDefinition):
            return item in self.errors
        else:
            return item in self.descendants

    def __delitem__(self, key):
        del self.descendants[key]

    def __iter__(self):
        return iter(self.errors)

    def __getitem__(self, item):
        if isinstance(item, ErrorDefinition):
            for error in self.errors:
                if item.code == error.code:
                    return error
            return None
        else:
            return self.descendants.get(item)

    def __len__(self):
        return len(self.errors)

    def __repr__(self):
        return self.__str__()

    def __setitem__(self, key, value):
        self.descendants[key] = value

    def __str__(self):
        return str(self.errors) + ',' + str(self.descendants)

    @property
    def depth(self):
        return len(self.path)

    @property
    def tree_type(self):
        return self.tree_root.tree_type

    def add(self, error):
        error_path = self._path_of_(error)

        key = error_path[self.depth]
        if key not in self.descendants:
            self[key] = ErrorTreeNode(error_path, self)

        node = self[key]

        if len(error_path) == self.depth + 1:
            node.errors.append(error)
            node.errors.sort()
            if error.is_group_error:
                for child_error in error.child_errors:
                    self.tree_root.add(child_error)
        else:
            node.add(error)

    def _path_of_(self, error):
        return getattr(error, self.tree_type + '_path')


class ErrorTree(ErrorTreeNode):
    """
    Base class for :class:`~cerberus.errors.DocumentErrorTree` and
    :class:`~cerberus.errors.SchemaErrorTree`.
    """

    def __init__(self, errors=()):
        self.parent_node = None
        self.tree_root = self
        self.path = ()
        self.errors = ErrorList()
        self.descendants = {}
        for error in errors:
            self.add(error)

    def add(self, error):
        """
        Add an error to the tree.

        :param error: :class:`~cerberus.errors.ValidationError`
        """
        if not self._path_of_(error):
            self.errors.append(error)
            self.errors.sort()
        else:
            super(ErrorTree, self).add(error)

    def fetch_errors_from(self, path):
        """
        Returns all errors for a particular path.

        :param path: :class:`tuple` of :term:`hashable` s.
        :rtype: :class:`~cerberus.errors.ErrorList`
        """
        node = self.fetch_node_from(path)
        if node is not None:
            return node.errors
        else:
            return ErrorList()

    def fetch_node_from(self, path):
        """
        Returns a node for a path.

        :param path: Tuple of :term:`hashable` s.
        :rtype: :class:`~cerberus.errors.ErrorTreeNode` or :obj:`None`
        """
        context = self
        for key in path:
            context = context[key]
            if context is None:
                break
        return context


class DocumentErrorTree(ErrorTree):
    """
    Implements a dict-like class to query errors by indexes following the structure of a
    validated document.
    """

    tree_type = 'document'


class SchemaErrorTree(ErrorTree):
    """
    Implements a dict-like class to query errors by indexes following the structure of
    the used schema.
    """

    tree_type = 'schema'


class BaseErrorHandler(object):
    """Base class for all error handlers.
    Subclasses are identified as error-handlers with an instance-test."""

    def __init__(self, *args, **kwargs):
        """Optionally initialize a new instance."""
        pass

    def __call__(self, errors):
        """
        Returns errors in a handler-specific format.

        :param errors: An object containing the errors.
        :type errors: :term:`iterable` of
                      :class:`~cerberus.errors.ValidationError` instances or a
                      :class:`~cerberus.Validator` instance
        """
        raise NotImplementedError

    def __iter__(self):
        """Be a superhero and implement an iterator over errors."""
        raise NotImplementedError

    def add(self, error):
        """
        Add an error to the errors' container object of a handler.

        :param error: The error to add.
        :type error: :class:`~cerberus.errors.ValidationError`
        """
        raise NotImplementedError

    def emit(self, error):
        """
        Optionally emits an error in the handler's format to a stream. Or light a LED,
        or even shut down a power plant.

        :param error: The error to emit.
        :type error: :class:`~cerberus.errors.ValidationError`
        """
        pass

    def end(self, validator):
        """
        Gets called when a validation ends.

        :param validator: The calling validator.
        :type validator: :class:`~cerberus.Validator`
        """
        pass

    def extend(self, errors):
        """
        Adds all errors to the handler's container object.

        :param errors: The errors to add.
        :type errors: :term:`iterable` of
                      :class:`~cerberus.errors.ValidationError` instances
        """
        for error in errors:
            self.add(error)

    def start(self, validator):
        """
        Gets called when a validation starts.

        :param validator: The calling validator.
        :type validator: :class:`~cerberus.Validator`
        """
        pass


class ToyErrorHandler(BaseErrorHandler):
    def __call__(self, *args, **kwargs):
        raise RuntimeError('This is not supposed to happen.')

    def clear(self):
        pass


def encode_unicode(f):
    """Cerberus error messages expect regular binary strings.
    If unicode is used in a ValidationError message can't be printed.

    This decorator ensures that if legacy Python is used unicode
    strings are encoded before passing to a function.
    """

    @wraps(f)
    def wrapped(obj, error):
        def _encode(value):
            """Helper encoding unicode strings into binary utf-8"""
            if isinstance(value, unicode):  # noqa: F821
                return value.encode('utf-8')
            return value

        error = copy(error)
        error.document_path = _encode(error.document_path)
        error.schema_path = _encode(error.schema_path)
        error.constraint = _encode(error.constraint)
        error.value = _encode(error.value)
        error.info = _encode(error.info)
        return f(obj, error)

    return wrapped if sys.version_info < (3,) else f


class BasicErrorHandler(BaseErrorHandler):
    """
    Models cerberus' legacy. Returns a :class:`dict`. When mangled through :class:`str`
    a pretty-formatted representation of that tree is returned.
    """

    messages = {
        0x00: "{0}",
        0x01: "document is missing",
        0x02: "required field",
        0x03: "unknown field",
        0x04: "field '{0}' is required",
        0x05: "depends on these values: {constraint}",
        0x06: "{0} must not be present with '{field}'",
        0x21: "'{0}' is not a document, must be a dict",
        0x22: "empty values not allowed",
        0x23: "null value not allowed",
        0x24: "must be of {constraint} type",
        0x25: "must be of dict type",
        0x26: "length of list should be {0}, it is {1}",
        0x27: "min length is {constraint}",
        0x28: "max length is {constraint}",
        0x41: "value does not match regex '{constraint}'",
        0x42: "min value is {constraint}",
        0x43: "max value is {constraint}",
        0x44: "unallowed value {value}",
        0x45: "unallowed values {0}",
        0x46: "unallowed value {value}",
        0x47: "unallowed values {0}",
        0x48: "missing members {0}",
        0x61: "field '{field}' cannot be coerced: {0}",
        0x62: "field '{field}' cannot be renamed: {0}",
        0x63: "field is read-only",
        0x64: "default value for '{field}' cannot be set: {0}",
        0x81: "mapping doesn't validate subschema: {0}",
        0x82: "one or more sequence-items don't validate: {0}",
        0x83: "one or more keys of a mapping  don't validate: {0}",
        0x84: "one or more values in a mapping don't validate: {0}",
        0x85: "one or more sequence-items don't validate: {0}",
        0x91: "one or more definitions validate",
        0x92: "none or more than one rule validate",
        0x93: "no definitions validate",
        0x94: "one or more definitions don't validate",
    }

    def __init__(self, tree=None):
        self.tree = {} if tree is None else tree

    def __call__(self, errors):
        self.clear()
        self.extend(errors)
        return self.pretty_tree

    def __str__(self):
        return pformat(self.pretty_tree)

    @property
    def pretty_tree(self):
        pretty = deepcopy(self.tree)
        for field in pretty:
            self._purge_empty_dicts(pretty[field])
        return pretty

    @encode_unicode
    def add(self, error):
        # Make sure the original error is not altered with
        # error paths specific to the handler.
        error = deepcopy(error)

        self._rewrite_error_path(error)

        if error.is_logic_error:
            self._insert_logic_error(error)
        elif error.is_group_error:
            self._insert_group_error(error)
        elif error.code in self.messages:
            self._insert_error(
                error.document_path, self._format_message(error.field, error)
            )

    def clear(self):
        self.tree = {}

    def start(self, validator):
        self.clear()

    def _format_message(self, field, error):
        return self.messages[error.code].format(
            *error.info, constraint=error.constraint, field=field, value=error.value
        )

    def _insert_error(self, path, node):
        """
        Adds an error or sub-tree to :attr:tree.

        :param path: Path to the error.
        :type path: Tuple of strings and integers.
        :param node: An error message or a sub-tree.
        :type node: String or dictionary.
        """
        field = path[0]
        if len(path) == 1:
            if field in self.tree:
                subtree = self.tree[field].pop()
                self.tree[field] += [node, subtree]
            else:
                self.tree[field] = [node, {}]
        elif len(path) >= 1:
            if field not in self.tree:
                self.tree[field] = [{}]
            subtree = self.tree[field][-1]

            if subtree:
                new = self.__class__(tree=copy(subtree))
            else:
                new = self.__class__()
            new._insert_error(path[1:], node)
            subtree.update(new.tree)

    def _insert_group_error(self, error):
        for child_error in error.child_errors:
            if child_error.is_logic_error:
                self._insert_logic_error(child_error)
            elif child_error.is_group_error:
                self._insert_group_error(child_error)
            else:
                self._insert_error(
                    child_error.document_path,
                    self._format_message(child_error.field, child_error),
                )

    def _insert_logic_error(self, error):
        field = error.field
        self._insert_error(error.document_path, self._format_message(field, error))

        for definition_errors in error.definitions_errors.values():
            for child_error in definition_errors:
                if child_error.is_logic_error:
                    self._insert_logic_error(child_error)
                elif child_error.is_group_error:
                    self._insert_group_error(child_error)
                else:
                    self._insert_error(
                        child_error.document_path,
                        self._format_message(field, child_error),
                    )

    def _purge_empty_dicts(self, error_list):
        subtree = error_list[-1]
        if not error_list[-1]:
            error_list.pop()
        else:
            for key in subtree:
                self._purge_empty_dicts(subtree[key])

    def _rewrite_error_path(self, error, offset=0):
        """
        Recursively rewrites the error path to correctly represent logic errors
        """
        if error.is_logic_error:
            self._rewrite_logic_error_path(error, offset)
        elif error.is_group_error:
            self._rewrite_group_error_path(error, offset)

    def _rewrite_group_error_path(self, error, offset=0):
        child_start = len(error.document_path) - offset

        for child_error in error.child_errors:
            relative_path = child_error.document_path[child_start:]
            child_error.document_path = error.document_path + relative_path

            self._rewrite_error_path(child_error, offset)

    def _rewrite_logic_error_path(self, error, offset=0):
        child_start = len(error.document_path) - offset

        for i, definition_errors in error.definitions_errors.items():
            if not definition_errors:
                continue

            nodename = '%s definition %s' % (error.rule, i)
            path = error.document_path + (nodename,)

            for child_error in definition_errors:
                rel_path = child_error.document_path[child_start:]
                child_error.document_path = path + rel_path

                self._rewrite_error_path(child_error, offset + 1)


class SchemaErrorHandler(BasicErrorHandler):
    messages = BasicErrorHandler.messages.copy()
    messages[0x03] = "unknown rule"