summaryrefslogtreecommitdiffstats
path: root/cfgv.py
blob: 27ddd98f485223eb7e48d279f0fb152c3d44b716 (plain)
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
from __future__ import annotations

import collections
import contextlib
import os.path
import re
import sys


class ValidationError(ValueError):
    def __init__(self, error_msg, ctx=None):
        super().__init__(error_msg)
        self.error_msg = error_msg
        self.ctx = ctx

    def __str__(self):
        out = '\n'
        err = self
        while err.ctx is not None:
            out += f'==> {err.ctx}\n'
            err = err.error_msg
        out += f'=====> {err.error_msg}'
        return out


MISSING = collections.namedtuple('Missing', ())()
type(MISSING).__repr__ = lambda self: 'MISSING'


@contextlib.contextmanager
def validate_context(msg):
    try:
        yield
    except ValidationError as e:
        _, _, tb = sys.exc_info()
        raise ValidationError(e, ctx=msg).with_traceback(tb) from None


@contextlib.contextmanager
def reraise_as(tp):
    try:
        yield
    except ValidationError as e:
        _, _, tb = sys.exc_info()
        raise tp(e).with_traceback(tb) from None


def _dct_noop(self, dct):
    pass


def _check_optional(self, dct):
    if self.key not in dct:
        return
    with validate_context(f'At key: {self.key}'):
        self.check_fn(dct[self.key])


def _apply_default_optional(self, dct):
    dct.setdefault(self.key, self.default)


def _remove_default_optional(self, dct):
    if dct.get(self.key, MISSING) == self.default:
        del dct[self.key]


def _require_key(self, dct):
    if self.key not in dct:
        raise ValidationError(f'Missing required key: {self.key}')


def _check_required(self, dct):
    _require_key(self, dct)
    _check_optional(self, dct)


@property
def _check_fn_recurse(self):
    def check_fn(val):
        validate(val, self.schema)
    return check_fn


def _apply_default_required_recurse(self, dct):
    dct[self.key] = apply_defaults(dct[self.key], self.schema)


def _remove_default_required_recurse(self, dct):
    dct[self.key] = remove_defaults(dct[self.key], self.schema)


def _apply_default_optional_recurse(self, dct):
    if self.key not in dct:
        _apply_default_optional(self, dct)
    _apply_default_required_recurse(self, dct)


def _remove_default_optional_recurse(self, dct):
    if self.key in dct:
        _remove_default_required_recurse(self, dct)
        _remove_default_optional(self, dct)


def _get_check_conditional(inner):
    def _check_conditional(self, dct):
        if dct.get(self.condition_key, MISSING) == self.condition_value:
            inner(self, dct)
        elif (
                self.condition_key in dct and
                self.ensure_absent and self.key in dct
        ):
            if hasattr(self.condition_value, 'describe_opposite'):
                explanation = self.condition_value.describe_opposite()
            else:
                explanation = f'is not {self.condition_value!r}'
            raise ValidationError(
                f'Expected {self.key} to be absent when {self.condition_key} '
                f'{explanation}, found {self.key}: {dct[self.key]!r}',
            )
    return _check_conditional


def _apply_default_conditional_optional(self, dct):
    if dct.get(self.condition_key, MISSING) == self.condition_value:
        _apply_default_optional(self, dct)


def _remove_default_conditional_optional(self, dct):
    if dct.get(self.condition_key, MISSING) == self.condition_value:
        _remove_default_optional(self, dct)


def _apply_default_conditional_recurse(self, dct):
    if dct.get(self.condition_key, MISSING) == self.condition_value:
        _apply_default_required_recurse(self, dct)


def _remove_default_conditional_recurse(self, dct):
    if dct.get(self.condition_key, MISSING) == self.condition_value:
        _remove_default_required_recurse(self, dct)


def _no_additional_keys_check(self, dct):
    extra = sorted(set(dct) - set(self.keys))
    if extra:
        extra_s = ', '.join(str(x) for x in extra)
        keys_s = ', '.join(str(x) for x in self.keys)
        raise ValidationError(
            f'Additional keys found: {extra_s}.  '
            f'Only these keys are allowed: {keys_s}',
        )


def _warn_additional_keys_check(self, dct):
    extra = sorted(set(dct) - set(self.keys))
    if extra:
        self.callback(extra, self.keys, dct)


Required = collections.namedtuple('Required', ('key', 'check_fn'))
Required.check = _check_required
Required.apply_default = _dct_noop
Required.remove_default = _dct_noop
RequiredRecurse = collections.namedtuple('RequiredRecurse', ('key', 'schema'))
RequiredRecurse.check = _check_required
RequiredRecurse.check_fn = _check_fn_recurse
RequiredRecurse.apply_default = _apply_default_required_recurse
RequiredRecurse.remove_default = _remove_default_required_recurse
Optional = collections.namedtuple('Optional', ('key', 'check_fn', 'default'))
Optional.check = _check_optional
Optional.apply_default = _apply_default_optional
Optional.remove_default = _remove_default_optional
OptionalRecurse = collections.namedtuple(
    'OptionalRecurse', ('key', 'schema', 'default'),
)
OptionalRecurse.check = _check_optional
OptionalRecurse.check_fn = _check_fn_recurse
OptionalRecurse.apply_default = _apply_default_optional_recurse
OptionalRecurse.remove_default = _remove_default_optional_recurse
OptionalNoDefault = collections.namedtuple(
    'OptionalNoDefault', ('key', 'check_fn'),
)
OptionalNoDefault.check = _check_optional
OptionalNoDefault.apply_default = _dct_noop
OptionalNoDefault.remove_default = _dct_noop
Conditional = collections.namedtuple(
    'Conditional',
    ('key', 'check_fn', 'condition_key', 'condition_value', 'ensure_absent'),
)
Conditional.__new__.__defaults__ = (False,)
Conditional.check = _get_check_conditional(_check_required)
Conditional.apply_default = _dct_noop
Conditional.remove_default = _dct_noop
ConditionalOptional = collections.namedtuple(
    'ConditionalOptional',
    (
        'key', 'check_fn', 'default', 'condition_key', 'condition_value',
        'ensure_absent',
    ),
)
ConditionalOptional.__new__.__defaults__ = (False,)
ConditionalOptional.check = _get_check_conditional(_check_optional)
ConditionalOptional.apply_default = _apply_default_conditional_optional
ConditionalOptional.remove_default = _remove_default_conditional_optional
ConditionalRecurse = collections.namedtuple(
    'ConditionalRecurse',
    ('key', 'schema', 'condition_key', 'condition_value', 'ensure_absent'),
)
ConditionalRecurse.__new__.__defaults__ = (False,)
ConditionalRecurse.check = _get_check_conditional(_check_required)
ConditionalRecurse.check_fn = _check_fn_recurse
ConditionalRecurse.apply_default = _apply_default_conditional_recurse
ConditionalRecurse.remove_default = _remove_default_conditional_recurse
NoAdditionalKeys = collections.namedtuple('NoAdditionalKeys', ('keys',))
NoAdditionalKeys.check = _no_additional_keys_check
NoAdditionalKeys.apply_default = _dct_noop
NoAdditionalKeys.remove_default = _dct_noop
WarnAdditionalKeys = collections.namedtuple(
    'WarnAdditionalKeys', ('keys', 'callback'),
)
WarnAdditionalKeys.check = _warn_additional_keys_check
WarnAdditionalKeys.apply_default = _dct_noop
WarnAdditionalKeys.remove_default = _dct_noop


class Map(collections.namedtuple('Map', ('object_name', 'id_key', 'items'))):
    __slots__ = ()

    def __new__(cls, object_name, id_key, *items):
        return super().__new__(cls, object_name, id_key, items)

    def check(self, v):
        if not isinstance(v, dict):
            raise ValidationError(
                f'Expected a {self.object_name} map but got a '
                f'{type(v).__name__}',
            )
        if self.id_key is None:
            context = f'At {self.object_name}()'
        else:
            key_v_s = v.get(self.id_key, MISSING)
            context = f'At {self.object_name}({self.id_key}={key_v_s!r})'
        with validate_context(context):
            for item in self.items:
                item.check(v)

    def apply_defaults(self, v):
        ret = v.copy()
        for item in self.items:
            item.apply_default(ret)
        return ret

    def remove_defaults(self, v):
        ret = v.copy()
        for item in self.items:
            item.remove_default(ret)
        return ret


class Array(collections.namedtuple('Array', ('of', 'allow_empty'))):
    __slots__ = ()

    def __new__(cls, of, allow_empty=True):
        return super().__new__(cls, of=of, allow_empty=allow_empty)

    def check(self, v):
        check_array(check_any)(v)
        if not self.allow_empty and not v:
            raise ValidationError(
                f"Expected at least 1 '{self.of.object_name}'",
            )
        for val in v:
            validate(val, self.of)

    def apply_defaults(self, v):
        return [apply_defaults(val, self.of) for val in v]

    def remove_defaults(self, v):
        return [remove_defaults(val, self.of) for val in v]


class Not(collections.namedtuple('Not', ('val',))):
    __slots__ = ()

    def describe_opposite(self):
        return f'is {self.val!r}'

    def __eq__(self, other):
        return other is not MISSING and other != self.val


class NotIn(collections.namedtuple('NotIn', ('values',))):
    __slots__ = ()

    def __new__(cls, *values):
        return super().__new__(cls, values=values)

    def describe_opposite(self):
        return f'is any of {self.values!r}'

    def __eq__(self, other):
        return other is not MISSING and other not in self.values


class In(collections.namedtuple('In', ('values',))):
    __slots__ = ()

    def __new__(cls, *values):
        return super().__new__(cls, values=values)

    def describe_opposite(self):
        return f'is not any of {self.values!r}'

    def __eq__(self, other):
        return other is not MISSING and other in self.values


def check_any(_):
    pass


def check_type(tp, typename=None):
    def check_type_fn(v):
        if not isinstance(v, tp):
            typename_s = typename or tp.__name__
            raise ValidationError(
                f'Expected {typename_s} got {type(v).__name__}',
            )
    return check_type_fn


check_bool = check_type(bool)
check_bytes = check_type(bytes)
check_int = check_type(int)
check_string = check_type(str, typename='string')
check_text = check_type(str, typename='text')


def check_one_of(possible):
    def check_one_of_fn(v):
        if v not in possible:
            possible_s = ', '.join(str(x) for x in sorted(possible))
            raise ValidationError(
                f'Expected one of {possible_s} but got: {v!r}',
            )
    return check_one_of_fn


def check_regex(v):
    try:
        re.compile(v)
    except re.error:
        raise ValidationError(f'{v!r} is not a valid python regex')


def check_array(inner_check):
    def check_array_fn(v):
        if not isinstance(v, (list, tuple)):
            raise ValidationError(
                f'Expected array but got {type(v).__name__!r}',
            )

        for i, val in enumerate(v):
            with validate_context(f'At index {i}'):
                inner_check(val)
    return check_array_fn


def check_and(*fns):
    def check(v):
        for fn in fns:
            fn(v)
    return check


def validate(v, schema):
    schema.check(v)
    return v


def apply_defaults(v, schema):
    return schema.apply_defaults(v)


def remove_defaults(v, schema):
    return schema.remove_defaults(v)


def load_from_filename(
        filename,
        schema,
        load_strategy,
        exc_tp=ValidationError,
        *,
        display_filename=None,
):
    display_filename = display_filename or filename
    with reraise_as(exc_tp):
        if not os.path.isfile(filename):
            raise ValidationError(f'{display_filename} is not a file')

        with validate_context(f'File {display_filename}'):
            try:
                with open(filename, encoding='utf-8') as f:
                    contents = f.read()
            except UnicodeDecodeError as e:
                raise ValidationError(str(e))

            try:
                data = load_strategy(contents)
            except Exception as e:
                raise ValidationError(str(e))

            validate(data, schema)
            return apply_defaults(data, schema)