Builder-like data validation package
Project description
Ez Validate
Simple package for data validation.
Examples:
Valid
var = 10.0
AssureThat(var).is_float().less_than(12.4).greater_than(9.2)
Invalid
var = 5.0
AssureThat(var).is_float().less_than(12.4).greater_than(9.2)
This example will raise ValidationError with the following message:
"Untitled var" must be greater than 9.2 but is 5.0
You can change the the name of variable by providing it in AssureThat constractor:
AssureThat(var, name='Your name').is_float().less_than(12.4).greater_than(9.2)
Your name must be greater than 9.2 but is 5.0
To handle the error use try except clause:
try:
...
except ValidationError as e:
...
Multiple conditions
And condition:
AssureThat(var).firts_condition().second_condition().third_condition()
Or condition:
either(
lambda: AssureThat(var).first_condition(),
lambda: AssureThat(var).second_condition(),
lambda: AssureThat(var).third_condition()
)
You can make combination of and and or conditions:
var = 1.5
either(
lambda: AssureThat(var).is_float().less_than(3.0).greater_than(0.0),
lambda: AssureThat(var).is_int().less_than(3).greater_than(0),
lambda: AssureThat(var).is_none()
)
That would mean var must be:
- float and greater than 0 and less than 3.0
- or
- int and greater than 0 and less than 3
- or
- None
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