misc/serialize.py

is_serializable

is_serializable(value: Any) -> bool

Check value is serializable and can be written to a JSON file.

Parameters:

• value

  (Any) –

  to be checked.

Returns:

• bool –

  true if value is serializable.

Source code in wmbe/misc/serialize.py

def is_serializable(value: Any,) -> bool:
    """
    Check value is serializable and can be written to a JSON file.

    Args:
        value: to be checked.

    Returns: 
        true if value is serializable.
    """
    try:
        dumps(value)
        return True
    except TypeError:
        return False

to_serializable

to_serializable(value: Any, module: Any) -> Any

Convert value into serializable version.

Parameters:

• value

  (Any) –

  to be converted.

• module

  (Any) –

  class module

Returns:

• Any –

  serializable value.

Source code in wmbe/misc/serialize.py

def to_serializable(value: Any, module: Any,) -> Any:
    """
    Convert value into serializable version.

    Args:
        value: to be converted.
        module: class module

    Returns: 
        serializable value.
    """
    match type(value):
        case builtins.str:
            return value
        case np.float64 | builtins.float:
            return float(value)
        case builtins.int:
            return int(value)
        case builtins.bool:
            return value
        case builtins.list:
            return value
        # case module.GridDimension:
        #     match value:
        #         case module.D1:
        #             return "D1"
        #         case module.D2:
        #             return "D2"
        #         case module.D3:
        #             return "D3"
        #         case _:
        #             return None
        # case module.InitialCondition:
        #     match value:
        #         case module.RANDOM_UNIFORM:
        #              return "RANDOM_UNIFORM"
        #         case module.RANDOM_GAUSSIAN:
        #              return "RANDOM_GAUSSIAN"
        #         case module.CONSTANT_VALUE:
        #              return "CONSTANT_VALUE"
        #         case module.SINGLE_SEED:
        #              return "SINGLE_SEED"
        #         case _:
        #             return None
        # case module.IntegrationMethod:
        #     match value:
        #         case module.RUNGE_KUTTA:
        #             return "RUNGE_KUTTA"
        #         case module.EULER:
        #             return "EULER"
        #         case _:
        #             return None
        # case builtins.tuple:
        #     if is_serializable(value[0]) and is_serializable(value):
        #         return value
        #     combo: list = []
        #     for value_ in value:
        #         match value_:
        #             case module.BOUNDED:
        #                 combo += ["BOUNDED"]
        #                 continue
        #             case module.PERIODIC:
        #                 combo += ["PERIODIC"]
        #                 continue
        #             case module.FLOATING:
        #                 combo += ["FLOATING"] 
        #                 continue
        #             case module.FIXED_VALUE:
        #                 combo += ["FIXED_VALUE"] 
        #                 continue
        #             case module.FIXED_FLUX :
        #                 combo += ["FIXED_FLUX"] 
        #                 continue
        #             case _:
        #                 combo += [None]
        #                 continue
        #     return combo
        case np.ndarray:
            return value.tolist()
        case _:
            return value

from_serializable

from_serializable(value: Any, module: Any) -> Any

Convert dict from serializable version.

Parameters:

• value

  (Any) –

  to be converted.

• module

  (Any) –

  class module

Returns: converted value.

Source code in wmbe/misc/serialize.py

def from_serializable(value: Any, module: Any) -> Any:
    """
    Convert dict from serializable version.

    Args:
        value: to be converted.
        module: class module

    Returns:  converted value.
    """
    match type(value):
        case builtins.str:
            match value:
                # case "D1":
                #     return module.D1
                # case "D2":
                #     return module.D2
                # case "D3":
                #     return module.D3
                # case "RANDOM_UNIFORM":
                #     return module.RANDOM_UNIFORM
                # case "RANDOM_GAUSSIAN":
                #     return module.RANDOM_GAUSSIAN
                # case "CONSTANT_VALUE":
                #     return module.CONSTANT_VALUE
                # case "SINGLE_SEED":
                #     return module.SINGLE_SEED
                # case "RUNGE_KUTTA":
                #     return module.RUNGE_KUTTA
                # case "EULER":
                #     return module.EULER
                case _:
                    return None
        case builtins.tuple | builtins.list:
            combo: list = []
            if type(value[0])!=builtins.str:
                return tuple(value)
            for value_ in value:
                match value_:
                    # case "BOUNDED":
                    #     combo += [module.BOUNDED]
                    #     continue
                    # case "PERIODIC":
                    #     combo += [module.PERIODIC]
                    #     continue
                    # case "FLOATING":
                    #     combo += [module.FLOATING]
                    #     continue
                    # case "FIXED_VALUE":
                    #     combo += [module.FIXED_VALUE]
                    #     continue
                    # case "FIXED_FLUX":
                    #     combo += [module.FIXED_FLUX]
                    #     continue
                    case _:
                        combo += [None]
                        continue
            return tuple(combo)
        case _:
            return value