Folders and files
| Name | Name | Last commit message | Last commit date | |
|---|---|---|---|---|
typepy
Summary
typepy is a Python library for variable type checker/validator/converter at a run time.
Features
- checking a value type
- validate a value for a type
- convert a value from one type to the other type
The correspondence between Python types and typepy classes are as follows:
| Python Type | typepy: Type Class |
|---|---|
bool |
Bool |
datetime |
DateTime |
dict |
Dictionary |
float/decimal.Decimal (not infinity/NaN) |
RealNumber |
float/decimal.Decimal (infinity) |
Infinity |
float/decimal.Decimal (NaN) |
Nan |
int |
Integer |
list |
List |
None |
None |
str (not null) |
String |
str (null) |
NullString |
str (IP address) |
IpAddress |
Installation
Installation: pip
pip install typepy
Install additional dependency packages with the following command if using typepy.DateTime class
pip install typepy[datetime]
Installation: conda
conda install -c conda-forge typepy
Installation: apt
sudo add-apt-repository ppa:thombashi/ppa sudo apt update sudo apt install python3-typepy
Dependencies
Optional dependencies
These packages can be installed via pip install typepy[datetime]:
Usage
Type Check Method
| Examples: | >>> from typepy import Integer >>> Integer(1).is_type() True >>> Integer(1.1).is_type() False |
|---|
Type Validation Method
| Examples: | >>> from typepy import Integer >>> Integer(1).validate() >>> try: ... Integer(1.1).validate() ... except TypeError as e: ... # validate() raised TypeError when the value unmatched the type class ... print(e) ... invalid value type: expected=INTEGER, actual=<type 'float'> |
|---|
Type Conversion Methods
convert method
| Examples: | >>> from typepy import Integer, TypeConversionError >>> Integer("1").convert() 1 >>> try: ... Integer(1.1).convert() ... except TypeConversionError as e: ... # convert() raised TypeConversionError when conversion failed ... print(e) ... failed to convert from float to INTEGER |
|---|
try_convert method
| Examples: | >>> from typepy import Integer >>> Integer("1").try_convert() 1 >>> print(Integer(1.1).try_convert()) # try_convert() returned None when conversion failed None |
|---|
force_convert
| Examples: | >>> from typepy import Integer, TypeConversionError >>> Integer("1").force_convert() # force_convert() forcibly convert the value 1 >>> Integer(1.1).force_convert() 1 >>> try: ... Integer("abc").force_convert() ... except TypeConversionError as e: ... # force_convert() raised TypeConversionError when the value was not convertible ... print(e) ... failed to force_convert to int: type=<class 'str'> |
|---|
For more information
Type check/validate/convert results differed according to
strict_level value which can pass to typepy class constructors as an argument.
More information can be found in the
API reference.