Tweaks to DecimalField

This commit is contained in:
Tom Christie 2014-09-22 15:34:06 +01:00
parent 249253a144
commit 4db23cae21
2 changed files with 172 additions and 86 deletions

View File

@ -521,7 +521,12 @@ class DecimalField(Field):
return value return value
def to_representation(self, value): def to_representation(self, value):
if isinstance(value, decimal.Decimal): if value in (None, ''):
return None
if not isinstance(value, decimal.Decimal):
value = decimal.Decimal(value)
context = decimal.getcontext().copy() context = decimal.getcontext().copy()
context.prec = self.max_digits context.prec = self.max_digits
quantized = value.quantize( quantized = value.quantize(
@ -532,10 +537,6 @@ class DecimalField(Field):
return quantized return quantized
return '{0:f}'.format(quantized) return '{0:f}'.format(quantized)
if not self.coerce_to_string:
return value
return '%.*f' % (self.max_decimal_places, value)
# Date & time fields... # Date & time fields...

View File

@ -14,31 +14,35 @@ def get_items(mapping_or_list_of_two_tuples):
return mapping_or_list_of_two_tuples return mapping_or_list_of_two_tuples
class ValidAndInvalidValues: class FieldValues:
""" """
Base class for testing valid and invalid input values. Base class for testing valid and invalid input values.
""" """
def test_valid_values(self): def test_valid_inputs(self):
""" """
Ensure that valid values return the expected validated data. Ensure that valid values return the expected validated data.
""" """
for input_value, expected_output in get_items(self.valid_mappings): for input_value, expected_output in get_items(self.valid_inputs):
assert self.field.run_validation(input_value) == expected_output assert self.field.run_validation(input_value) == expected_output
def test_invalid_values(self): def test_invalid_inputs(self):
""" """
Ensure that invalid values raise the expected validation error. Ensure that invalid values raise the expected validation error.
""" """
for input_value, expected_failure in get_items(self.invalid_mappings): for input_value, expected_failure in get_items(self.invalid_inputs):
with pytest.raises(fields.ValidationError) as exc_info: with pytest.raises(fields.ValidationError) as exc_info:
self.field.run_validation(input_value) self.field.run_validation(input_value)
assert exc_info.value.messages == expected_failure assert exc_info.value.messages == expected_failure
def test_outputs(self):
for output_value, expected_output in get_items(self.outputs):
assert self.field.to_representation(output_value) == expected_output
# Boolean types... # Boolean types...
class TestBooleanField(ValidAndInvalidValues): class TestBooleanField(FieldValues):
valid_mappings = { valid_inputs = {
'true': True, 'true': True,
'false': False, 'false': False,
'1': True, '1': True,
@ -48,73 +52,92 @@ class TestBooleanField(ValidAndInvalidValues):
True: True, True: True,
False: False, False: False,
} }
invalid_mappings = { invalid_inputs = {
'foo': ['`foo` is not a valid boolean.'] 'foo': ['`foo` is not a valid boolean.']
} }
outputs = {
'true': True,
'false': False,
'1': True,
'0': False,
1: True,
0: False,
True: True,
False: False,
'other': True
}
field = fields.BooleanField() field = fields.BooleanField()
# String types... # String types...
class TestCharField(ValidAndInvalidValues): class TestCharField(FieldValues):
valid_mappings = { valid_inputs = {
1: '1', 1: '1',
'abc': 'abc' 'abc': 'abc'
} }
invalid_mappings = { invalid_inputs = {
'': ['This field may not be blank.'] '': ['This field may not be blank.']
} }
outputs = {
1: '1',
'abc': 'abc'
}
field = fields.CharField() field = fields.CharField()
class TestEmailField(ValidAndInvalidValues): class TestEmailField(FieldValues):
valid_mappings = { valid_inputs = {
'example@example.com': 'example@example.com', 'example@example.com': 'example@example.com',
' example@example.com ': 'example@example.com', ' example@example.com ': 'example@example.com',
} }
invalid_mappings = { invalid_inputs = {
'example.com': ['Enter a valid email address.'] 'example.com': ['Enter a valid email address.']
} }
outputs = {}
field = fields.EmailField() field = fields.EmailField()
class TestRegexField(ValidAndInvalidValues): class TestRegexField(FieldValues):
valid_mappings = { valid_inputs = {
'a9': 'a9', 'a9': 'a9',
} }
invalid_mappings = { invalid_inputs = {
'A9': ["This value does not match the required pattern."] 'A9': ["This value does not match the required pattern."]
} }
outputs = {}
field = fields.RegexField(regex='[a-z][0-9]') field = fields.RegexField(regex='[a-z][0-9]')
class TestSlugField(ValidAndInvalidValues): class TestSlugField(FieldValues):
valid_mappings = { valid_inputs = {
'slug-99': 'slug-99', 'slug-99': 'slug-99',
} }
invalid_mappings = { invalid_inputs = {
'slug 99': ["Enter a valid 'slug' consisting of letters, numbers, underscores or hyphens."] 'slug 99': ["Enter a valid 'slug' consisting of letters, numbers, underscores or hyphens."]
} }
outputs = {}
field = fields.SlugField() field = fields.SlugField()
class TestURLField(ValidAndInvalidValues): class TestURLField(FieldValues):
valid_mappings = { valid_inputs = {
'http://example.com': 'http://example.com', 'http://example.com': 'http://example.com',
} }
invalid_mappings = { invalid_inputs = {
'example.com': ['Enter a valid URL.'] 'example.com': ['Enter a valid URL.']
} }
outputs = {}
field = fields.URLField() field = fields.URLField()
# Number types... # Number types...
class TestIntegerField(ValidAndInvalidValues): class TestIntegerField(FieldValues):
""" """
Valid and invalid values for `IntegerField`. Valid and invalid values for `IntegerField`.
""" """
valid_mappings = { valid_inputs = {
'1': 1, '1': 1,
'0': 0, '0': 0,
1: 1, 1: 1,
@ -122,36 +145,45 @@ class TestIntegerField(ValidAndInvalidValues):
1.0: 1, 1.0: 1,
0.0: 0 0.0: 0
} }
invalid_mappings = { invalid_inputs = {
'abc': ['A valid integer is required.'] 'abc': ['A valid integer is required.']
} }
outputs = {
'1': 1,
'0': 0,
1: 1,
0: 0,
1.0: 1,
0.0: 0
}
field = fields.IntegerField() field = fields.IntegerField()
class TestMinMaxIntegerField(ValidAndInvalidValues): class TestMinMaxIntegerField(FieldValues):
""" """
Valid and invalid values for `IntegerField` with min and max limits. Valid and invalid values for `IntegerField` with min and max limits.
""" """
valid_mappings = { valid_inputs = {
'1': 1, '1': 1,
'3': 3, '3': 3,
1: 1, 1: 1,
3: 3, 3: 3,
} }
invalid_mappings = { invalid_inputs = {
0: ['Ensure this value is greater than or equal to 1.'], 0: ['Ensure this value is greater than or equal to 1.'],
4: ['Ensure this value is less than or equal to 3.'], 4: ['Ensure this value is less than or equal to 3.'],
'0': ['Ensure this value is greater than or equal to 1.'], '0': ['Ensure this value is greater than or equal to 1.'],
'4': ['Ensure this value is less than or equal to 3.'], '4': ['Ensure this value is less than or equal to 3.'],
} }
outputs = {}
field = fields.IntegerField(min_value=1, max_value=3) field = fields.IntegerField(min_value=1, max_value=3)
class TestFloatField(ValidAndInvalidValues): class TestFloatField(FieldValues):
""" """
Valid and invalid values for `FloatField`. Valid and invalid values for `FloatField`.
""" """
valid_mappings = { valid_inputs = {
'1': 1.0, '1': 1.0,
'0': 0.0, '0': 0.0,
1: 1.0, 1: 1.0,
@ -159,17 +191,25 @@ class TestFloatField(ValidAndInvalidValues):
1.0: 1.0, 1.0: 1.0,
0.0: 0.0, 0.0: 0.0,
} }
invalid_mappings = { invalid_inputs = {
'abc': ["A valid number is required."] 'abc': ["A valid number is required."]
} }
outputs = {
'1': 1.0,
'0': 0.0,
1: 1.0,
0: 0.0,
1.0: 1.0,
0.0: 0.0,
}
field = fields.FloatField() field = fields.FloatField()
class TestMinMaxFloatField(ValidAndInvalidValues): class TestMinMaxFloatField(FieldValues):
""" """
Valid and invalid values for `FloatField` with min and max limits. Valid and invalid values for `FloatField` with min and max limits.
""" """
valid_mappings = { valid_inputs = {
'1': 1, '1': 1,
'3': 3, '3': 3,
1: 1, 1: 1,
@ -177,20 +217,21 @@ class TestMinMaxFloatField(ValidAndInvalidValues):
1.0: 1.0, 1.0: 1.0,
3.0: 3.0, 3.0: 3.0,
} }
invalid_mappings = { invalid_inputs = {
0.9: ['Ensure this value is greater than or equal to 1.'], 0.9: ['Ensure this value is greater than or equal to 1.'],
3.1: ['Ensure this value is less than or equal to 3.'], 3.1: ['Ensure this value is less than or equal to 3.'],
'0.0': ['Ensure this value is greater than or equal to 1.'], '0.0': ['Ensure this value is greater than or equal to 1.'],
'3.1': ['Ensure this value is less than or equal to 3.'], '3.1': ['Ensure this value is less than or equal to 3.'],
} }
outputs = {}
field = fields.FloatField(min_value=1, max_value=3) field = fields.FloatField(min_value=1, max_value=3)
class TestDecimalField(ValidAndInvalidValues): class TestDecimalField(FieldValues):
""" """
Valid and invalid values for `DecimalField`. Valid and invalid values for `DecimalField`.
""" """
valid_mappings = { valid_inputs = {
'12.3': Decimal('12.3'), '12.3': Decimal('12.3'),
'0.1': Decimal('0.1'), '0.1': Decimal('0.1'),
10: Decimal('10'), 10: Decimal('10'),
@ -198,7 +239,7 @@ class TestDecimalField(ValidAndInvalidValues):
12.3: Decimal('12.3'), 12.3: Decimal('12.3'),
0.1: Decimal('0.1'), 0.1: Decimal('0.1'),
} }
invalid_mappings = ( invalid_inputs = (
('abc', ["A valid number is required."]), ('abc', ["A valid number is required."]),
(Decimal('Nan'), ["A valid number is required."]), (Decimal('Nan'), ["A valid number is required."]),
(Decimal('Inf'), ["A valid number is required."]), (Decimal('Inf'), ["A valid number is required."]),
@ -206,63 +247,98 @@ class TestDecimalField(ValidAndInvalidValues):
('0.01', ["Ensure that there are no more than 1 decimal places."]), ('0.01', ["Ensure that there are no more than 1 decimal places."]),
(123, ["Ensure that there are no more than 2 digits before the decimal point."]) (123, ["Ensure that there are no more than 2 digits before the decimal point."])
) )
outputs = {
'1': '1.0',
'0': '0.0',
'1.09': '1.1',
'0.04': '0.0',
1: '1.0',
0: '0.0',
Decimal('1.0'): '1.0',
Decimal('0.0'): '0.0',
Decimal('1.09'): '1.1',
Decimal('0.04'): '0.0',
}
field = fields.DecimalField(max_digits=3, decimal_places=1) field = fields.DecimalField(max_digits=3, decimal_places=1)
class TestMinMaxDecimalField(ValidAndInvalidValues): class TestMinMaxDecimalField(FieldValues):
""" """
Valid and invalid values for `DecimalField` with min and max limits. Valid and invalid values for `DecimalField` with min and max limits.
""" """
valid_mappings = { valid_inputs = {
'10.0': 10.0, '10.0': 10.0,
'20.0': 20.0, '20.0': 20.0,
} }
invalid_mappings = { invalid_inputs = {
'9.9': ['Ensure this value is greater than or equal to 10.'], '9.9': ['Ensure this value is greater than or equal to 10.'],
'20.1': ['Ensure this value is less than or equal to 20.'], '20.1': ['Ensure this value is less than or equal to 20.'],
} }
outputs = {}
field = fields.DecimalField( field = fields.DecimalField(
max_digits=3, decimal_places=1, max_digits=3, decimal_places=1,
min_value=10, max_value=20 min_value=10, max_value=20
) )
class TestNoStringCoercionDecimalField(FieldValues):
"""
Output values for `DecimalField` with `coerce_to_string=False`.
"""
valid_inputs = {}
invalid_inputs = {}
outputs = {
1.09: Decimal('1.1'),
0.04: Decimal('0.0'),
'1.09': Decimal('1.1'),
'0.04': Decimal('0.0'),
Decimal('1.09'): Decimal('1.1'),
Decimal('0.04'): Decimal('0.0'),
}
field = fields.DecimalField(
max_digits=3, decimal_places=1,
coerce_to_string=False
)
# Date & time fields... # Date & time fields...
class TestDateField(ValidAndInvalidValues): class TestDateField(FieldValues):
""" """
Valid and invalid values for `DateField`. Valid and invalid values for `DateField`.
""" """
valid_mappings = { valid_inputs = {
'2001-01-01': datetime.date(2001, 1, 1), '2001-01-01': datetime.date(2001, 1, 1),
datetime.date(2001, 1, 1): datetime.date(2001, 1, 1), datetime.date(2001, 1, 1): datetime.date(2001, 1, 1),
} }
invalid_mappings = { invalid_inputs = {
'abc': ['Date has wrong format. Use one of these formats instead: YYYY[-MM[-DD]]'], 'abc': ['Date has wrong format. Use one of these formats instead: YYYY[-MM[-DD]]'],
'2001-99-99': ['Date has wrong format. Use one of these formats instead: YYYY[-MM[-DD]]'], '2001-99-99': ['Date has wrong format. Use one of these formats instead: YYYY[-MM[-DD]]'],
datetime.datetime(2001, 1, 1, 12, 00): ['Expected a date but got a datetime.'], datetime.datetime(2001, 1, 1, 12, 00): ['Expected a date but got a datetime.'],
} }
outputs = {}
field = fields.DateField() field = fields.DateField()
class TestCustomInputFormatDateField(ValidAndInvalidValues): class TestCustomInputFormatDateField(FieldValues):
""" """
Valid and invalid values for `DateField` with a cutom input format. Valid and invalid values for `DateField` with a cutom input format.
""" """
valid_mappings = { valid_inputs = {
'1 Jan 2001': datetime.date(2001, 1, 1), '1 Jan 2001': datetime.date(2001, 1, 1),
} }
invalid_mappings = { invalid_inputs = {
'2001-01-01': ['Date has wrong format. Use one of these formats instead: DD [Jan-Dec] YYYY'] '2001-01-01': ['Date has wrong format. Use one of these formats instead: DD [Jan-Dec] YYYY']
} }
outputs = {}
field = fields.DateField(input_formats=['%d %b %Y']) field = fields.DateField(input_formats=['%d %b %Y'])
class TestDateTimeField(ValidAndInvalidValues): class TestDateTimeField(FieldValues):
""" """
Valid and invalid values for `DateTimeField`. Valid and invalid values for `DateTimeField`.
""" """
valid_mappings = { valid_inputs = {
'2001-01-01 13:00': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()), '2001-01-01 13:00': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
'2001-01-01T13:00': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()), '2001-01-01T13:00': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
'2001-01-01T13:00Z': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()), '2001-01-01T13:00Z': datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
@ -270,81 +346,87 @@ class TestDateTimeField(ValidAndInvalidValues):
datetime.datetime(2001, 1, 1, 13, 00): datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()), datetime.datetime(2001, 1, 1, 13, 00): datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()), datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()),
} }
invalid_mappings = { invalid_inputs = {
'abc': ['Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]'], 'abc': ['Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]'],
'2001-99-99T99:00': ['Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]'], '2001-99-99T99:00': ['Datetime has wrong format. Use one of these formats instead: YYYY-MM-DDThh:mm[:ss[.uuuuuu]][+HH:MM|-HH:MM|Z]'],
datetime.date(2001, 1, 1): ['Expected a datetime but got a date.'], datetime.date(2001, 1, 1): ['Expected a datetime but got a date.'],
} }
outputs = {}
field = fields.DateTimeField(default_timezone=timezone.UTC()) field = fields.DateTimeField(default_timezone=timezone.UTC())
class TestCustomInputFormatDateTimeField(ValidAndInvalidValues): class TestCustomInputFormatDateTimeField(FieldValues):
""" """
Valid and invalid values for `DateTimeField` with a cutom input format. Valid and invalid values for `DateTimeField` with a cutom input format.
""" """
valid_mappings = { valid_inputs = {
'1:35pm, 1 Jan 2001': datetime.datetime(2001, 1, 1, 13, 35, tzinfo=timezone.UTC()), '1:35pm, 1 Jan 2001': datetime.datetime(2001, 1, 1, 13, 35, tzinfo=timezone.UTC()),
} }
invalid_mappings = { invalid_inputs = {
'2001-01-01T20:50': ['Datetime has wrong format. Use one of these formats instead: hh:mm[AM|PM], DD [Jan-Dec] YYYY'] '2001-01-01T20:50': ['Datetime has wrong format. Use one of these formats instead: hh:mm[AM|PM], DD [Jan-Dec] YYYY']
} }
outputs = {}
field = fields.DateTimeField(default_timezone=timezone.UTC(), input_formats=['%I:%M%p, %d %b %Y']) field = fields.DateTimeField(default_timezone=timezone.UTC(), input_formats=['%I:%M%p, %d %b %Y'])
class TestNaiveDateTimeField(ValidAndInvalidValues): class TestNaiveDateTimeField(FieldValues):
""" """
Valid and invalid values for `DateTimeField` with naive datetimes. Valid and invalid values for `DateTimeField` with naive datetimes.
""" """
valid_mappings = { valid_inputs = {
datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): datetime.datetime(2001, 1, 1, 13, 00), datetime.datetime(2001, 1, 1, 13, 00, tzinfo=timezone.UTC()): datetime.datetime(2001, 1, 1, 13, 00),
'2001-01-01 13:00': datetime.datetime(2001, 1, 1, 13, 00), '2001-01-01 13:00': datetime.datetime(2001, 1, 1, 13, 00),
} }
invalid_mappings = {} invalid_inputs = {}
outputs = {}
field = fields.DateTimeField(default_timezone=None) field = fields.DateTimeField(default_timezone=None)
class TestTimeField(ValidAndInvalidValues): class TestTimeField(FieldValues):
""" """
Valid and invalid values for `TimeField`. Valid and invalid values for `TimeField`.
""" """
valid_mappings = { valid_inputs = {
'13:00': datetime.time(13, 00), '13:00': datetime.time(13, 00),
datetime.time(13, 00): datetime.time(13, 00), datetime.time(13, 00): datetime.time(13, 00),
} }
invalid_mappings = { invalid_inputs = {
'abc': ['Time has wrong format. Use one of these formats instead: hh:mm[:ss[.uuuuuu]]'], 'abc': ['Time has wrong format. Use one of these formats instead: hh:mm[:ss[.uuuuuu]]'],
'99:99': ['Time has wrong format. Use one of these formats instead: hh:mm[:ss[.uuuuuu]]'], '99:99': ['Time has wrong format. Use one of these formats instead: hh:mm[:ss[.uuuuuu]]'],
} }
outputs = {}
field = fields.TimeField() field = fields.TimeField()
class TestCustomInputFormatTimeField(ValidAndInvalidValues): class TestCustomInputFormatTimeField(FieldValues):
""" """
Valid and invalid values for `TimeField` with a custom input format. Valid and invalid values for `TimeField` with a custom input format.
""" """
valid_mappings = { valid_inputs = {
'1:00pm': datetime.time(13, 00), '1:00pm': datetime.time(13, 00),
} }
invalid_mappings = { invalid_inputs = {
'13:00': ['Time has wrong format. Use one of these formats instead: hh:mm[AM|PM]'], '13:00': ['Time has wrong format. Use one of these formats instead: hh:mm[AM|PM]'],
} }
outputs = {}
field = fields.TimeField(input_formats=['%I:%M%p']) field = fields.TimeField(input_formats=['%I:%M%p'])
# Choice types... # Choice types...
class TestChoiceField(ValidAndInvalidValues): class TestChoiceField(FieldValues):
""" """
Valid and invalid values for `ChoiceField`. Valid and invalid values for `ChoiceField`.
""" """
valid_mappings = { valid_inputs = {
'poor': 'poor', 'poor': 'poor',
'medium': 'medium', 'medium': 'medium',
'good': 'good', 'good': 'good',
} }
invalid_mappings = { invalid_inputs = {
'awful': ['`awful` is not a valid choice.'] 'awful': ['`awful` is not a valid choice.']
} }
outputs = {}
field = fields.ChoiceField( field = fields.ChoiceField(
choices=[ choices=[
('poor', 'Poor quality'), ('poor', 'Poor quality'),
@ -354,19 +436,20 @@ class TestChoiceField(ValidAndInvalidValues):
) )
class TestChoiceFieldWithType(ValidAndInvalidValues): class TestChoiceFieldWithType(FieldValues):
""" """
Valid and invalid values for a `Choice` field that uses an integer type, Valid and invalid values for a `Choice` field that uses an integer type,
instead of a char type. instead of a char type.
""" """
valid_mappings = { valid_inputs = {
'1': 1, '1': 1,
3: 3, 3: 3,
} }
invalid_mappings = { invalid_inputs = {
5: ['`5` is not a valid choice.'], 5: ['`5` is not a valid choice.'],
'abc': ['`abc` is not a valid choice.'] 'abc': ['`abc` is not a valid choice.']
} }
outputs = {}
field = fields.ChoiceField( field = fields.ChoiceField(
choices=[ choices=[
(1, 'Poor quality'), (1, 'Poor quality'),
@ -376,35 +459,37 @@ class TestChoiceFieldWithType(ValidAndInvalidValues):
) )
class TestChoiceFieldWithListChoices(ValidAndInvalidValues): class TestChoiceFieldWithListChoices(FieldValues):
""" """
Valid and invalid values for a `Choice` field that uses a flat list for the Valid and invalid values for a `Choice` field that uses a flat list for the
choices, rather than a list of pairs of (`value`, `description`). choices, rather than a list of pairs of (`value`, `description`).
""" """
valid_mappings = { valid_inputs = {
'poor': 'poor', 'poor': 'poor',
'medium': 'medium', 'medium': 'medium',
'good': 'good', 'good': 'good',
} }
invalid_mappings = { invalid_inputs = {
'awful': ['`awful` is not a valid choice.'] 'awful': ['`awful` is not a valid choice.']
} }
outputs = {}
field = fields.ChoiceField(choices=('poor', 'medium', 'good')) field = fields.ChoiceField(choices=('poor', 'medium', 'good'))
class TestMultipleChoiceField(ValidAndInvalidValues): class TestMultipleChoiceField(FieldValues):
""" """
Valid and invalid values for `MultipleChoiceField`. Valid and invalid values for `MultipleChoiceField`.
""" """
valid_mappings = { valid_inputs = {
(): set(), (): set(),
('aircon',): set(['aircon']), ('aircon',): set(['aircon']),
('aircon', 'manual'): set(['aircon', 'manual']), ('aircon', 'manual'): set(['aircon', 'manual']),
} }
invalid_mappings = { invalid_inputs = {
'abc': ['Expected a list of items but got type `str`'], 'abc': ['Expected a list of items but got type `str`'],
('aircon', 'incorrect'): ['`incorrect` is not a valid choice.'] ('aircon', 'incorrect'): ['`incorrect` is not a valid choice.']
} }
outputs = {}
field = fields.MultipleChoiceField( field = fields.MultipleChoiceField(
choices=[ choices=[
('aircon', 'AirCon'), ('aircon', 'AirCon'),