clean

into dev

.pydevproject

@@ -1,13 +1,20 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<?eclipse-pydev version="1.0"?><pydev_project>
+<?eclipse-pydev version="1.0"?><pydev_project>
-        
+            
-    <pydev_property name="org.python.pydev.PYTHON_PROJECT_INTERPRETER">Default</pydev_property>
+    
-        
+    <pydev_property name="org.python.pydev.PYTHON_PROJECT_INTERPRETER">Python311</pydev_property>
-    <pydev_property name="org.python.pydev.PYTHON_PROJECT_VERSION">python interpreter</pydev_property>
+            
-        
+    
-    <pydev_pathproperty name="org.python.pydev.PROJECT_SOURCE_PATH">
+    <pydev_property name="org.python.pydev.PYTHON_PROJECT_VERSION">python interpreter</pydev_property>
-        <path>/${PROJECT_DIR_NAME}/src</path>
+            
-        <path>/${PROJECT_DIR_NAME}</path>
+    
-    </pydev_pathproperty>
+    <pydev_pathproperty name="org.python.pydev.PROJECT_SOURCE_PATH">
-    
+                
-</pydev_project>
+        <path>/${PROJECT_DIR_NAME}/src</path>
+                
+        <path>/${PROJECT_DIR_NAME}</path>
+            
+    </pydev_pathproperty>
+        
+
+</pydev_project>

pyproject.toml

@@ -34,7 +34,9 @@ classifiers = [
 ]
 dependencies = [
     'importlib-metadata; python_version<"3.9"',
-    'packaging'
+    'packaging',
+    'frozendict',
+    'typeguard'
 ]
 dynamic = ["version"]
 
@@ -78,7 +80,7 @@ test              = ["chacha_cicd_helper"]
 coverage-check    = ["chacha_cicd_helper"]
 complexity-check  = ["chacha_cicd_helper"]
 quality-check     = ["chacha_cicd_helper"]
-type-check        = ["chacha_cicd_helper"]
+type-check        = ["chacha_cicd_helper","types-pytz"]
 doc-gen           = ["chacha_cicd_helper"]
 
 # [project.scripts]

src/dabmodel/__init__.py

@@ -11,4 +11,35 @@ Main module __init__ file.
 """
 
 from .__metadata__ import __version__, __Summuary__, __Name__
-from .model import DABField, BaseFeature, BaseAppliance, default_values_override
+
+
+from .meta.element import ClassMutable, ObjectMutable
+from .element import Element
+from .lam_field.lam_field import LAMField
+from .lam_field.lam_field_info import LAMFieldInfo
+
+# from .LAMFields.FrozenLAMField import FrozenLAMField
+from .appliance import Appliance
+from .feature import Feature
+
+
+from .exception import (
+    DABModelException,
+    MultipleInheritanceForbidden,
+    BrokenInheritance,
+    ReadOnlyField,
+    NewFieldForbidden,
+    NotAnnotatedField,
+    ReadOnlyFieldAnnotation,
+    InvalidFieldValue,
+    InvalidFieldAnnotation,
+    IncompletelyAnnotatedField,
+    ImportForbidden,
+    FunctionForbidden,
+    InvalidFeatureInheritance,
+    FeatureNotBound,
+    UnsupportedFieldType,
+    NonExistingField,
+)
+
+__all__ = [name for name in globals() if not name.startswith("_")]

src/dabmodel/__metadata__.py

@@ -15,20 +15,26 @@ import warnings
 
 try:  # pragma: no cover
     __version__ = version("dabmodel")
-except PackageNotFoundError: # pragma: no cover
+except PackageNotFoundError:  # pragma: no cover
-    warnings.warn("can not read __version__, assuming local test context, setting it to ?.?.?")
+    warnings.warn(
+        "can not read __version__, assuming local test context, setting it to ?.?.?"
+    )
     __version__ = "?.?.?"
 
 try:  # pragma: no cover
     dist = distribution("dabmodel")
     __Summuary__ = dist.metadata["Summary"]
 except PackageNotFoundError:  # pragma: no cover
-    warnings.warn('can not read dist.metadata["Summary"], assuming local test context, setting it to <dabmodel description>')
+    warnings.warn(
+        'can not read dist.metadata["Summary"], assuming local test context, setting it to <dabmodel description>'
+    )
     __Summuary__ = "dabmodel description"
 
 try:  # pragma: no cover
     dist = distribution("dabmodel")
     __Name__ = dist.metadata["Name"]
 except PackageNotFoundError:  # pragma: no cover
-    warnings.warn('can not read dist.metadata["Name"], assuming local test context, setting it to <dabmodel>')
+    warnings.warn(
+        'can not read dist.metadata["Name"], assuming local test context, setting it to <dabmodel>'
+    )
     __Name__ = "dabmodel"

src/dabmodel/appliance.py

@@ -0,0 +1,45 @@
+from .meta.element import IAppliance
+from .meta.appliance import _MetaAppliance
+from .feature import Feature
+
+
+class Appliance(IAppliance, metaclass=_MetaAppliance):
+    """BaseFeature class
+    Base class for Appliance.
+    An appliance is a server configuration / image that is built using appliance's code and Fields.
+    """
+
+    def _freeze_unknown_attr(self, name: str):
+        if isinstance(self.__dict__[name], Feature):
+            self.__dict__[name].freeze()
+            return
+        super()._freeze_unknown_attr(name)
+
+    def _freeze_missing_attr(self, name: str):
+        if name == "features":
+            return
+        super()._freeze_missing_attr(name)
+
+    def _validate_schema_unknown_attr(self, name: str):
+        if isinstance(self.__dict__[name], Feature):
+            return
+        super()._validate_schema_unknown_attr(name)
+
+    def _validate_schema_missing_attr(self, name: str):
+        if name == "features":
+            return
+        super()._validate_schema_missing_attr(name)
+
+    @classmethod
+    def _freeze_unknown_field_schema(cls, name: str):
+        if name == "features":
+            for v in cls.__lam_schema__["features"].values():
+                v.freeze_class()
+            return
+        super()._freeze_unknown_field_schema(name)
+
+    @classmethod
+    def _validate_unknown_field_schema(cls, name: str):
+        if name == "features":
+            return
+        super()._validate_unknown_field_schema(name)

src/dabmodel/base_element.py

@@ -0,0 +1,115 @@
+from typing import Any
+
+# from .LAMFields.FrozenLAMField import FrozenLAMField
+from .lam_field.lam_field import LAMField
+from .exception import ReadOnlyField, NewFieldForbidden, SchemaViolation
+from .tools import LAMdeepfreeze, is_data_attribute
+
+
+class BaseElement:
+    __lam_schema__ = {}
+    __lam_initialized__ = False
+    __lam_class_mutable__ = False
+    __lam_object_mutable__ = False
+
+    def __setattr__(self, key: str, value: Any):
+        if key.startswith("_"):
+            return super().__setattr__(key, value)
+
+        if key not in self.__lam_schema__:
+            raise NewFieldForbidden(f"Can't create new object attributes: {key}")
+
+        if not self.__lam_object_mutable__:
+            raise ReadOnlyField(f"{key} is read-only")
+
+        self.__lam_schema__[key].validate(value)
+
+        return super().__setattr__(key, value)
+
+    def freeze(self, force: bool = False):
+        if self.__lam_object_mutable__ or force:
+            if self.__lam_class_mutable__:
+                self.validate_schema()
+
+            setSchemaKeys = set(self.__lam_schema__)
+            setInstanceKeys = {_[0] for _ in self.__dict__.items() if is_data_attribute(_[0], _[1])}
+
+            for k_unknown in setInstanceKeys - setSchemaKeys:
+                self._freeze_unknown_attr(k_unknown)
+
+            for k_missing in setSchemaKeys - setInstanceKeys:
+                self._freeze_missing_attr(k_missing)
+
+            for k in setSchemaKeys & setInstanceKeys:
+                object.__setattr__(self, k, LAMdeepfreeze(self.__dict__[k]))
+
+            self.__lam_object_mutable__ = False
+
+    def _freeze_unknown_attr(self, name: str):
+        raise SchemaViolation(f"Attribute <{name}> is not in the schema")
+
+    def _freeze_missing_attr(self, name: str):
+        raise SchemaViolation(f"Attribute <{name}> is missing from instance")
+
+    def validate_schema(self):
+        setSchemaKeys = set(self.__lam_schema__)
+        setInstanceKeys = {_[0] for _ in self.__dict__.items() if is_data_attribute(_[0], _[1])}
+
+        for k_unknown in setInstanceKeys - setSchemaKeys:
+            self._validate_schema_unknown_attr(k_unknown)
+
+        for k_missing in setSchemaKeys - setInstanceKeys:
+            self._validate_schema_missing_attr(k_missing)
+
+        for k in setSchemaKeys & setInstanceKeys:
+            self.__lam_schema__[k_missing].validate(self.__dict__[k])
+
+    def _validate_schema_unknown_attr(self, name: str):
+        raise SchemaViolation(f"Attribute <{name}> is not in the schema")
+
+    def _validate_schema_missing_attr(self, name: str):
+        raise SchemaViolation(f"Attribute <{name}> is missing from instance")
+
+    @classmethod
+    def freeze_class(cls, force: bool = False):
+        if cls.__lam_class_mutable__ or force:
+            cls.validate_schema_class()
+            # class should not have any elements so they are all unknown
+            for k_unknown in {_[0] for _ in cls.__dict__.items() if is_data_attribute(_[0], _[1])}:
+                cls._freeze_unknown_attr_class(k_unknown)
+
+        for k, v in cls.__lam_schema__.items():
+            if isinstance(v, LAMField):
+                cls.__lam_schema__[k].freeze()
+            else:
+                cls._freeze_unknown_field_schema(k)
+
+            cls.__lam_class_mutable__ = False
+
+    @classmethod
+    def _freeze_unknown_attr_class(cls, name: str):
+        raise SchemaViolation(f"Class attribute <{name}> is not in the schema")
+
+    @classmethod
+    def _freeze_unknown_field_schema(cls, name: str):
+        raise SchemaViolation(f"Unknown field <{name} in the schema> ")
+
+    @classmethod
+    def validate_schema_class(cls):
+        # class should not have any elements so they are all unknown
+        for k_unknown in {_[0] for _ in cls.__dict__.items() if is_data_attribute(_[0], _[1])}:
+            cls._validate_unknown_attr_class(k_unknown)
+
+        for k, v in cls.__lam_schema__.items():
+            if isinstance(v, LAMField):
+                v.validate_self()
+            else:
+                cls._validate_unknown_field_schema(k)
+
+    @classmethod
+    def _validate_unknown_attr_class(cls, name: str):
+        raise SchemaViolation(f"Class attribute <{name}> is not in the schema")
+
+    @classmethod
+    def _validate_unknown_field_schema(cls, name: str):
+        raise SchemaViolation(f"Unknown field <{name} in the schema> ")

src/dabmodel/defines.py

@@ -0,0 +1,87 @@
+from typing import Any, Union, Optional, List, Dict, Tuple, Set, FrozenSet, Annotated
+from types import SimpleNamespace
+import math
+
+ALLOWED_MODEL_FIELDS_TYPES: tuple[type[Any], ...] = (
+    str,
+    int,
+    float,
+    complex,
+    bool,
+    bytes,
+)
+
+ALLOWED_ANNOTATIONS: dict[str, Any] = {
+    "Union": Union,
+    "Optional": Optional,
+    "List": List,
+    "Dict": Dict,
+    "Tuple": Tuple,
+    "Set": Set,
+    "FrozenSet": FrozenSet,
+    "Annotated": Annotated,
+    # builtins:
+    "int": int,
+    "str": str,
+    "float": float,
+    "bool": bool,
+    "complex": complex,
+    "bytes": bytes,
+    "None": type(None),
+    "list": list,
+    "dict": dict,
+    "set": set,
+    "frozenset": frozenset,
+    "tuple": tuple,
+}
+
+
+ALLOWED_HELPERS_MATH = SimpleNamespace(
+    sqrt=math.sqrt,
+    floor=math.floor,
+    ceil=math.ceil,
+    trunc=math.trunc,
+    fabs=math.fabs,
+    copysign=math.copysign,
+    hypot=math.hypot,
+    exp=math.exp,
+    log=math.log,
+    log10=math.log10,
+    sin=math.sin,
+    cos=math.cos,
+    tan=math.tan,
+    atan2=math.atan2,
+    radians=math.radians,
+    degrees=math.degrees,
+)
+
+ALLOWED_HELPERS_DEFAULT: dict[str, object] = {
+    "math": ALLOWED_HELPERS_MATH,
+    "print": print,
+    # Numbers & reducers (pure, deterministic)
+    "abs": abs,
+    "round": round,
+    "min": min,
+    "max": max,
+    "sum": sum,
+    # Introspection-free basics
+    "len": len,
+    "sorted": sorted,
+    # Basic constructors (for copy-on-write patterns)
+    "tuple": tuple,
+    "list": list,
+    "dict": dict,
+    "set": set,
+    # Simple casts if they need to normalize types
+    "int": int,
+    "float": float,
+    "str": str,
+    "bool": bool,
+    "bytes": bytes,
+    "complex": complex,
+    # Easy iteration helpers (optional but handy)
+    "range": range,
+}
+
+JSONPrimitive = Union[str, int, float, bool, None]
+JSONType = Union[JSONPrimitive, List[Any], Dict[str, Any]]  # recursive in practice

src/dabmodel/element.py

@@ -0,0 +1,7 @@
+from .meta.element import _MetaElement, IElement
+
+
+class Element(IElement, metaclass=_MetaElement):
+    """Element class
+    Base class to apply metaclass and set common Fields.
+    """

src/dabmodel/exception.py

@@ -0,0 +1,148 @@
+class DABModelException(Exception):
+    """DABModelException Exception class
+    Base Exception for DABModelException class
+    """
+
+
+class FunctionForbidden(DABModelException):
+    """FunctionForbidden Exception class"""
+
+
+class ExternalCodeForbidden(FunctionForbidden):
+    """ExternalCodeForbidden Exception class"""
+
+
+class ClosureForbidden(FunctionForbidden):
+    """ClosureForbidden Exception class"""
+
+
+class ReservedFieldName(AttributeError, DABModelException):
+    """ReservedFieldName Exception class
+    Base Exception for DABModelException class
+    """
+
+
+class MultipleInheritanceForbidden(DABModelException):
+    """MultipleInheritanceForbidden Exception class
+    Multiple inheritance is forbidden when using dabmodel
+    """
+
+
+class BrokenInheritance(DABModelException):
+    """BrokenInheritance Exception class
+    inheritance chain is broken
+    """
+
+
+class ReadOnlyField(AttributeError, DABModelException):
+    """ReadOnlyField Exception class
+    The used Field is ReadOnly
+    """
+
+
+class NewFieldForbidden(AttributeError, DABModelException):
+    """NewFieldForbidden Exception class
+    Field creation is forbidden
+    """
+
+
+class InvalidFieldAnnotation(AttributeError, DABModelException):
+    """InvalidFieldAnnotation Exception class
+    The field annotation is invalid
+    """
+
+
+class InvalidInitializerType(DABModelException):
+    """InvalidInitializerType Exception class
+    The initializer is not a valid type
+    """
+
+
+class NotAnnotatedField(InvalidFieldAnnotation):
+    """NotAnnotatedField Exception class
+    The Field is not Annotated
+    """
+
+
+class IncompletelyAnnotatedField(InvalidFieldAnnotation):
+    """IncompletelyAnnotatedField Exception class
+    The field annotation is incomplete
+    """
+
+
+class UnsupportedFieldType(InvalidFieldAnnotation):
+    """UnsupportedFieldType Exception class
+    The field type is unsupported
+    """
+
+
+class ReadOnlyFieldAnnotation(AttributeError, DABModelException):
+    """ReadOnlyFieldAnnotation Exception class
+    Field annotation connot be modified
+    """
+
+
+class InvalidFieldValue(AttributeError, DABModelException):
+    """InvalidFieldValue Exception class
+    The Field value is invalid
+    """
+
+
+class InvalidFieldName(AttributeError, DABModelException):
+    """InvalidFieldName Exception class
+    The Field name is invalid
+    """
+
+
+class NonExistingField(AttributeError, DABModelException):
+    """NonExistingField Exception class
+    The given Field is non existing
+    """
+
+
+class SchemaViolation(AttributeError, DABModelException):
+    """SchemaViolation Exception class
+    The Element Schema is not respected
+    """
+
+
+class ImportForbidden(DABModelException):
+    """ImportForbidden Exception class
+    Imports are forbidden
+    """
+
+
+class InvalidFeatureInheritance(DABModelException):
+    """InvalidFeatureInheritance Exception class
+    Features of same name in child appliance need to be from same type
+    """
+
+
+class FeatureNotBound(DABModelException):
+    """FeatureNotBound Exception class
+    a Feature must be bound to the appliance (or parent)
+    """
+
+
+class FeatureAlreadyBound(DABModelException):
+    """FeatureAlreadyBound Exception class
+    Feature can only be bind once
+    """
+
+
+class FeatureBoundToNonAppliance(DABModelException):
+    """FeatureBoundToNonAppliance Exception class
+    Feature can only be bind to Appliance class
+    """
+
+
+class FeatureBoundToIncompatiblegAppliance(DABModelException):
+    """FeatureBoundToWrongAppliance Exception class
+    Feature have to be bound to correct appliance
+    """
+
+
+class FeatureWrongBound(DABModelException):
+    """FeatureWrongBound Exception class
+    Feature can be bind to one and only one Appliance
+    """

src/dabmodel/feature.py

@@ -0,0 +1,50 @@
+from .meta.element import IFeature, IAppliance
+from .meta.feature import _MetaFeature
+from .exception import (
+    FeatureAlreadyBound,
+    FeatureNotBound,
+    FeatureBoundToNonAppliance,
+    FeatureBoundToIncompatiblegAppliance,
+)
+
+
+class Feature(IFeature, metaclass=_MetaFeature):
+    """Feature class
+    Base class for Appliance's Features.
+    Features are optional traits of an appliance.
+    """
+
+    __lam_bound_appliance__ = None
+
+    @classmethod
+    def check_appliance_bound(cls):
+        if cls.__lam_bound_appliance__ is None:
+            raise FeatureNotBound(f"Feature {cls} is not bound to any Appliance")
+
+    @classmethod
+    def check_appliance_compatibility(cls, appliance_cls):
+        cls.check_appliance_bound()
+
+        if not issubclass(appliance_cls, cls.__lam_bound_appliance__):
+            raise FeatureBoundToIncompatiblegAppliance(
+                f"Feature {cls} is bound to an incompatible Appliance {appliance_cls}"
+            )
+
+    @classmethod
+    def bind_appliance(cls, appliance_cls):
+        if cls.__lam_bound_appliance__ is not None:
+            raise FeatureAlreadyBound(
+                f"Feature {cls} already bound to an Appliance {cls.__lam_bound_appliance__}"
+            )
+
+        if (
+            appliance_cls is None
+            or not isinstance(appliance_cls, type)
+            or not issubclass(appliance_cls, IAppliance)
+        ):
+            raise FeatureBoundToNonAppliance(
+                f"Trying to bind Feature {cls} to an invalid Appliance Reference: {appliance_cls}"
+            )
+        cls.__lam_bound_appliance__ = appliance_cls
+
+    Enabled: bool = False

src/dabmodel/lam_field/constraint.py

@@ -0,0 +1,17 @@
+from typing import Generic, TypeVar
+
+T_Field = TypeVar("T_Field")
+
+
+class Constraint(Generic[T_Field]):
+    """Constraint class
+    Base class for Field's constraints
+    """
+
+    _bound_type: type
+
+    def __init__(self): ...
+
+    def check(self, value: T_Field) -> bool:
+        """Check if a Constraint is completed"""
+        return True

src/dabmodel/lam_field/lam_field.py

@@ -0,0 +1,120 @@
+from typing import Generic, TypeVar, Optional, Any, Self
+from typeguard import check_type, CollectionCheckStrategy, TypeCheckError
+from copy import deepcopy
+from .lam_field_info import LAMFieldInfo
+from .constraint import Constraint
+from ..tools import LAMdeepfreeze
+from ..exception import InvalidFieldValue, ReadOnlyField
+
+
+TV_LABField = TypeVar("TV_LABField")
+
+
+class LAMField(Generic[TV_LABField]):
+    """This class describe a Field in Schema"""
+
+    def __init__(self, name: str, v: Optional[TV_LABField], a: Any, i: LAMFieldInfo):
+        self.__name: str = name
+        self.__source: Optional[type] = None
+        self.__info: LAMFieldInfo = deepcopy(i)
+        self.__annotations: Any = LAMdeepfreeze(a)
+        self.validate(v)
+        self.__default_value: Optional[TV_LABField] = v
+        self.__value: Optional[TV_LABField] = v
+        self.__frozen = False
+        self.__frozen_value = None
+        self.__frozen_value_set = False
+
+    def is_frozen(self) -> bool:
+        return self.__frozen
+
+    def freeze(self):
+        self.__frozen = True
+
+    def clone_unfrozen(self) -> Self:
+        field = LAMField(self.__name, self.__default_value, self.__annotations, self.info)
+        field.update_value(self.__value)
+        return field
+
+    def add_source(self, s: type) -> None:
+        """Adds source Appliance to the Field"""
+        if self.__frozen:
+            raise ReadOnlyField("Field is frozen, cannot add source now")
+        self.__source = s
+
+    @property
+    def doc(self) -> str:
+        """Returns Field's documentation"""
+        return self.__info.doc
+
+    def add_constraint(self, c: Constraint) -> None:
+        """Adds constraint to the Field"""
+        if self.__frozen:
+            raise ReadOnlyField("Field is frozen")
+        self.__info.add_constraint(c)
+
+    @property
+    def constraints(self) -> list[Constraint]:
+        """Returns Field's constraint"""
+        return LAMdeepfreeze(self.__info.constraints)
+
+    def validate_self(self):
+        self.validate(self.__value)
+
+    def validate(self, v: Optional[TV_LABField]):
+
+        try:
+            check_type(
+                v,
+                self.annotations,
+                collection_check_strategy=CollectionCheckStrategy.ALL_ITEMS,
+            )
+        except TypeCheckError as exp:
+            raise InvalidFieldValue(
+                f"Value of Field <{self.__name}> is not of expected type {self.annotations}."
+            ) from exp
+
+    @property
+    def default_value(self) -> Any:
+        """Returns Field's default value (frozen)"""
+        return LAMdeepfreeze(self.__default_value)
+
+    def update_value(self, v: Optional[TV_LABField] = None) -> None:
+        """Updates Field's value"""
+        if self.__frozen:
+            raise ReadOnlyField("Field is frozen")
+        self.validate(v)
+        self.__value = v
+        self.__frozen_value_set = False
+
+    @property
+    def value(self) -> Any:
+        """Returns Field's value (frozen)"""
+        if self.__frozen:
+            return self.frozen_value
+        else:
+            return self.raw_value
+
+    @property
+    def raw_value(self) -> Optional[TV_LABField]:
+        """Returns Field's value"""
+        if self.__frozen:
+            raise ReadOnlyField("Field is frozen")
+        return self.__value
+
+    @property
+    def frozen_value(self) -> Any:
+        if not self.__frozen_value_set:
+            self.__frozen_value = LAMdeepfreeze(self.__value)
+            self.__frozen_value_set = True
+        return self.__frozen_value
+
+    @property
+    def annotations(self) -> Any:
+        """Returns Field's annotation"""
+        return self.__annotations
+
+    @property
+    def info(self) -> LAMFieldInfo:
+        """Returns Field's info"""
+        return self.__info

src/dabmodel/lam_field/lam_field_info.py

@@ -0,0 +1,27 @@
+from typing import Optional, Any
+from .constraint import Constraint
+
+
+class LAMFieldInfo:
+    """This Class allows to describe a Field in Appliance class"""
+
+    def __init__(self, *, doc: str = "", constraints: Optional[list[Constraint]] = None):
+        self.__doc: str = doc
+        self.__constraints: list[Constraint]
+        if constraints is None:
+            self.__constraints = []
+        else:
+            self.__constraints = constraints
+
+    def add_constraint(self, constraint: Constraint):
+        self.__constraints.append(constraint)
+
+    @property
+    def doc(self) -> str:
+        """Returns Field's documentation"""
+        return self.__doc
+
+    @property
+    def constraints(self) -> list[Constraint[Any]]:
+        """Returns Field's constraints"""
+        return self.__constraints

src/dabmodel/meta/appliance.py

@@ -0,0 +1,208 @@
+from typing import Any, Type
+from frozendict import frozendict
+
+from .element import _MetaElement
+from ..feature import Feature
+from ..exception import InvalidFieldValue, InvalidFeatureInheritance, InvalidFieldName
+
+
+class _MetaAppliance(_MetaElement):
+    """_MetaAppliance class
+    Appliance specific metaclass code
+    """
+
+    @classmethod
+    def check_class(
+        mcs: type["meta"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ) -> None:
+        """
+        Appliance-specific pre-check: ensure the `features` slot exists in schema.
+
+        Copies the parent's `features` mapping when inheriting to keep it per-class.
+        """
+
+        super().check_class(name, bases, namespace, stack_exts)  # type: ignore[misc]
+
+        if "features" not in namespace["__lam_schema__"]:
+            namespace["__lam_schema__"]["features"] = {}
+
+    @classmethod
+    def inherit_schema(  # pylint: disable=too-complex,too-many-branches
+        mcs: type["_MetaElement"],
+        name: str,
+        base: type[Any],
+        namespace: dict[str, Any],
+        stack_exts: dict[str, Any],
+    ):
+        super().inherit_schema(name, base, namespace, stack_exts)
+        if "features" in base.__lam_schema__:
+            print("COPY feature")
+            namespace["__lam_schema__"]["features"] = {}
+            namespace["__lam_schema__"]["features"].update(base.__lam_schema__["features"])
+
+    @classmethod
+    def process_class_fields(
+        mcs: type["meta"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],
+        stack_exts: dict[str, Any],
+    ):
+        """
+        Like meta.process_class_fields but also stages Feature declarations.
+
+        Initializes:
+          stack_exts["new_features"], stack_exts["modified_features"]
+        then defers to the base scanner for regular fields.
+        """
+        stack_exts["new_features"] = {}
+        stack_exts["modified_features"] = {}
+        super().process_class_fields(name, bases, namespace, stack_exts)  # type: ignore[misc]
+
+    @classmethod
+    def process_new_field(
+        mcs: type["meta"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],
+        _fname: str,
+        _fvalue: Any,
+        stack_exts: dict[str, Any],
+    ):  # pylint: disable=unused-argument
+        """
+        Intercept Feature declarations.
+
+        - If `_fname` already exists in parent's `features`, enforce same type;
+          stage into `modified_features`.
+        - Else, if `_fvalue` is a Feature *class*, stage into `new_features`.
+        - Otherwise, it is a regular field: delegate to meta.process_new_field.
+        """
+
+        if _fname == "feature":
+            raise InvalidFieldName("'feature' is a reserved Field name")
+        if _fname in namespace["__lam_schema__"]["features"]:
+            if not issubclass(_fvalue, namespace["__lam_schema__"]["features"][_fname]):
+                raise InvalidFeatureInheritance(
+                    f"Feature {_fname} is not an instance of {bases[0]}.{_fname}"
+                )
+            stack_exts["modified_features"][_fname] = _fvalue
+        elif isinstance(_fvalue, type) and issubclass(_fvalue, Feature):
+            stack_exts["new_features"][_fname] = _fvalue
+        else:
+            super().process_new_field(name, bases, namespace, _fname, _fvalue, stack_exts)  # type: ignore[misc]
+
+    @classmethod
+    def commit_fields(
+        mcs: type["meta"],
+        cls,
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ):
+        """
+        Commit regular fields (via meta) and then bind staged Feature classes.
+
+        For each new/modified feature:
+          - bind it to `cls` (sets the feature's `_BoundAppliance`),
+          - register it under `cls.__LAMSchema__["features"]`.
+        """
+        super().commit_fields(cls, name, bases, namespace, stack_exts)  # type: ignore[misc]
+
+        cls.__lam_schema__["features"].update(stack_exts["modified_features"])
+        for v in stack_exts["new_features"].values():
+            v.bind_appliance(cls)
+        cls.__lam_schema__["features"].update(stack_exts["new_features"])
+
+    def populate_instance(cls: Type, obj: Any, stack_exts: dict[str, Any], *args: Any, **kw: Any):
+        super().populate_instance(obj, stack_exts, *args, **kw)
+        obj.__lam_schema__["features"] = {}
+        obj.__lam_schema__["features"].update(cls.__lam_schema__["features"])
+
+    def finalize_instance(cls: Type, obj, stack_exts: dict[str, Any]):
+        """
+        Instantiate and attach all features declared (or overridden) in the instance schema.
+        Handles:
+          - Declared features (plain class)
+          - Subclass replacements
+          - Dict overrides (class + patch dict)
+        """
+        for k, v in obj.__lam_schema__["features"].items():
+            # Case 1: plain class or subclass
+            if isinstance(v, type) and issubclass(v, Feature):
+                inst = v()
+                object.__setattr__(obj, k, inst)
+
+            # Case 2: (class, dict) → dict overrides
+            elif isinstance(v, tuple) and len(v) == 2:
+                feat_cls, overrides = v
+                print(overrides)
+                print(feat_cls)
+
+                inst = feat_cls(**overrides)
+                object.__setattr__(obj, k, inst)
+                obj.__lam_schema__["features"][k] = feat_cls
+
+            else:
+                raise InvalidFieldValue(f"Invalid feature definition stored for '{k}': {fdef!r}")
+
+    def apply_overrides(cls, obj, stack_exts, *args, **kwargs):
+        """
+        Support for runtime field and feature overrides.
+
+        Fields:
+          MyApp(name="foo")
+
+        Features:
+          MyApp(F1=MyF1)                # inheritance / replacement
+          MyApp(F1={"val": 42, ...})    # dict override of existing feature
+        """
+
+        # --- feature overrides ---
+        for k, v in list(kwargs.items()):
+            if k in cls.__lam_schema__["features"]:
+                base_feat_cls = cls.__lam_schema__["features"][k]
+
+                # Case 1: subclass replacement (inheritance)
+                if isinstance(v, type) and issubclass(v, base_feat_cls):
+                    v.check_appliance_compatibility(cls)
+
+                    # record subclass into instance schema
+                    obj.__lam_schema__["features"][k] = v
+                    kwargs.pop(k)
+
+                # Case 2: dict override
+                elif isinstance(v, dict):
+                    # store (class, override_dict) for finalize_instance
+                    obj.__lam_schema__["features"][k] = (base_feat_cls, v)
+                    kwargs.pop(k)
+
+                else:
+                    raise InvalidFieldValue(
+                        f"Feature override for '{k}' must be a Feature subclass or dict, got {type(v)}"
+                    )
+
+        # --- new features not declared at class level ---
+        for k, v in list(kwargs.items()):
+            if isinstance(v, type) and issubclass(v, Feature):
+                v.check_appliance_compatibility(cls)
+                obj.__lam_schema__["features"][k] = v
+                kwargs.pop(k)
+
+        super().apply_overrides(obj, stack_exts, *args, **kwargs)
+
+    @classmethod
+    def finalize_class(
+        mcs: type["_MetaElement"],
+        cls,
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ):
+        cls.__lam_schema__["features"] = frozendict(cls.__lam_schema__["features"])
+        super().finalize_class(cls, name, bases, namespace, stack_exts)

src/dabmodel/meta/element.py

@@ -0,0 +1,616 @@
+from typing import Optional, TypeVar, get_origin, get_args, Any, Type, Union
+
+from types import FunctionType, UnionType
+from copy import deepcopy
+
+import inspect, ast, textwrap
+
+from typeguard import check_type, TypeCheckError, CollectionCheckStrategy
+from frozendict import frozendict
+from ..tools import _resolve_annotation, _peel_annotated
+from ..lam_field.lam_field import LAMField
+from ..lam_field.lam_field_info import LAMFieldInfo
+
+from ..defines import ALLOWED_HELPERS_MATH, ALLOWED_HELPERS_DEFAULT, ALLOWED_MODEL_FIELDS_TYPES
+from ..base_element import BaseElement
+
+
+from ..exception import (
+    MultipleInheritanceForbidden,
+    BrokenInheritance,
+    ReadOnlyField,
+    NotAnnotatedField,
+    ReadOnlyFieldAnnotation,
+    InvalidFieldValue,
+    InvalidFieldAnnotation,
+    ImportForbidden,
+    FunctionForbidden,
+    NonExistingField,
+    InvalidInitializerType,
+    IncompletelyAnnotatedField,
+    UnsupportedFieldType,
+)
+
+
+class IElement(BaseElement): ...
+
+
+class IFeature(BaseElement): ...
+
+
+class IAppliance(BaseElement): ...
+
+
+def _check_annotation_definition(  # pylint: disable=too-complex,too-many-return-statements
+    _type,
+):
+    # print(f"_type={_type}")
+    _type = _peel_annotated(_type)
+    _origin = get_origin(_type) or _type
+    _args = get_args(_type)
+
+    # handle Optional[] and Union[None,...]
+    if (_origin is Union or _origin is UnionType) and type(None) in _args:
+        return all(_check_annotation_definition(_) for _ in get_args(_type) if _ is not type(None))
+
+    # handle other Union[...]
+    if _origin is Union or _origin is UnionType:
+        return all(_check_annotation_definition(_) for _ in _args)
+
+    # handle Dict[...]
+    if _origin is dict:
+        if len(_args) != 2:
+            raise IncompletelyAnnotatedField(
+                f"Dict Annotation requires 2 inner definitions: {_type}"
+            )
+        if not _peel_annotated(_args[0]) in ALLOWED_MODEL_FIELDS_TYPES:
+            raise IncompletelyAnnotatedField(f"Dict Key must be simple builtin: {_type}")
+        return _check_annotation_definition(_args[1])
+
+    # handle Tuple[]
+    if _origin is tuple:
+        if len(_args) == 0:
+            raise IncompletelyAnnotatedField(f"Annotation requires inner definition: {_type}")
+        if len(_args) == 2 and _args[1] is Ellipsis:
+            return _check_annotation_definition(_args[0])
+        return all(_check_annotation_definition(_) for _ in _args)
+
+    # handle Set[],Tuple[],FrozenSet[],List[]
+    if _origin in [set, frozenset, tuple, list]:
+        if len(_args) == 0:
+            raise IncompletelyAnnotatedField(f"Annotation requires inner definition: {_type}")
+        return all(_check_annotation_definition(_) for _ in _args)
+
+    if isinstance(_origin, type) and issubclass(_origin, IElement):
+        return
+
+    if _type in ALLOWED_MODEL_FIELDS_TYPES:
+        return
+    raise UnsupportedFieldType(_type)
+
+
+def _check_initializer_safety(func) -> None:
+    """
+    Preliminary structural check for __initializer__.
+
+    Policy (minimal):
+      - Forbid 'import' / 'from ... import ...' inside the initializer body.
+      - Forbid nested function definitions (closures/helpers) in the body.
+      - Allow lambdas.
+      - No restrictions on calls here (keep it simple).
+      - Optionally forbid closures (free vars) for determinism.
+    """
+    try:
+        src = inspect.getsource(func)
+    except OSError as exc:
+        # If source isn't available (rare), fail closed (or skip if you prefer)
+        raise FunctionForbidden("Cannot inspect __initializer__ source") from exc
+
+    src = textwrap.dedent(src)
+    mod = ast.parse(src)
+
+    # Find the FunctionDef node that corresponds to this initializer
+    init_node = next(
+        (
+            n
+            for n in mod.body
+            if isinstance(n, (ast.FunctionDef, ast.AsyncFunctionDef)) and n.name == func.__name__
+        ),
+        None,
+    )
+    if init_node is None:
+        # Fallback: if not found, analyze nothing further to avoid false positives
+        return
+
+    for node in ast.walk(ast.Module(body=init_node.body, type_ignores=[])):
+        if isinstance(node, (ast.Import, ast.ImportFrom)):
+            raise ImportForbidden("imports disabled in __initializer")
+        if isinstance(node, (ast.FunctionDef, ast.AsyncFunctionDef)):
+            raise FunctionForbidden("Nested defs are forbidden in __initializer")
+        # if isinstance(node, ast.Lambda):
+        #    raise FunctionForbidden("Lambdas are forbidden in __initializer")
+
+    # Optional: forbid closures (keeps determinism; allows lambdas that don't capture)
+    if func.__code__.co_freevars:
+        # Inspect captured free vars
+        closure_vars = inspect.getclosurevars(func)
+        captured = {**closure_vars.globals, **closure_vars.nonlocals}
+        for name, val in captured.items():
+            if isinstance(val, type) and issubclass(val, IElement):
+                continue
+            if isinstance(val, (int, str, float, bool, type(None))):
+                continue
+            raise FunctionForbidden(
+                f"Closures are forbidden in __initializer__ (captured: {name}={val!r})"
+            )
+
+
+def _blocked_import(*args, **kwargs):
+    raise ImportForbidden("imports disabled in __initializer")
+
+
+class ModelSpecView:
+    """ModelSpecView class
+    A class that will act as fake BaseElement proxy to allow setting values"""
+
+    __slots__ = ("_vals", "_types", "_touched", "_name", "_module")
+
+    def __init__(self, values: dict[str, Any], types_map: dict[str, type], name: str, module: str):
+        self._name: str
+        self._vals: dict[str, Any]
+        self._types: dict[str, type]
+        self._touched: set
+        self._module: str
+        object.__setattr__(self, "_vals", dict(values))
+        object.__setattr__(self, "_types", types_map)
+        object.__setattr__(self, "_name", name)
+        object.__setattr__(self, "_module", module)
+
+    @property
+    def __name__(self) -> str:
+        """returns proxified class' name"""
+        return self._name
+
+    @property
+    def __module__(self) -> str:
+        """returns proxified module's name"""
+        return self._module
+
+    @__module__.setter
+    def __module__(self, value: str):
+        pass
+
+    def __getattr__(self, name: str) -> Any:
+        """internal proxy getattr"""
+        if name not in self._types:
+            raise NonExistingField(f"Unknown field {name}")
+        return self._vals[name]
+
+    def __setattr__(self, name: str, value: Any):
+        """internal proxy setattr"""
+        if name not in self._types:
+            raise NonExistingField(f"Cannot set unknown field {name}")
+        T = self._types[name]
+
+        try:
+            check_type(
+                value,
+                T,
+                collection_check_strategy=CollectionCheckStrategy.ALL_ITEMS,
+            )
+        except TypeCheckError as exp:
+            raise InvalidFieldValue(f"Field <{name}> value is not of expected type {T}.") from exp
+
+        self._vals[name] = value
+
+    def export(self) -> dict:
+        """exports all proxified values"""
+        return dict(self._vals)
+
+
+T_Meta = TypeVar("T_Meta", bound="_MetaElement")
+T_BE = TypeVar("T_BE", bound="BaseElement")
+
+
+class ElementOption:
+    pass
+
+
+class ClassMutable:
+    pass
+
+
+class ObjectMutable:
+    pass
+
+
+class _MetaElement(type):
+    """metaclass to use to build BaseElement"""
+
+    @classmethod
+    def check_class(
+        mcs: type["_MetaElement"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ) -> None:
+        """
+        Early class-build hook.
+
+        Validates the inheritance shape, initializes an empty schema for root classes,
+        copies the parent schema for subclasses, and ensures all annotated fields
+        have a default (inserting `None` when missing).
+
+        This runs before the class object is created.
+        """
+        print(f"__NEW__ Defining {name}, bases {bases}, with keys { list(namespace)}")
+
+        if len(bases) > 1:
+            raise MultipleInheritanceForbidden("Multiple inheritance is not supported by dabmodel")
+
+        if len(bases) == 0:
+            raise BrokenInheritance("wrong base class (missing base class")
+
+        if not issubclass(bases[0], BaseElement):
+            raise BrokenInheritance("wrong base class")
+
+        mcs.inherit_schema(name, bases[0], namespace, stack_exts)
+
+        # force field without default value to be instantiated (with None)
+        if "__annotations__" in namespace:
+            for k_unknown in [_ for _ in namespace["__annotations__"] if _ not in namespace]:
+                namespace[k_unknown] = None
+
+        namespace["__lam_initialized__"] = False
+        namespace["__lam_class_mutable__"] = ClassMutable in stack_exts["kwargs"]["options"]
+        namespace["__lam_object_mutable__"] = ObjectMutable in stack_exts["kwargs"]["options"]
+
+    @classmethod
+    def inherit_schema(  # pylint: disable=too-complex,too-many-branches
+        mcs: type["_MetaElement"],
+        name: str,
+        base: type[Any],
+        namespace: dict[str, Any],
+        stack_exts: dict[str, Any],
+    ):
+        namespace["__lam_schema__"] = {}
+        namespace["__lam_schema__"].update(base.__lam_schema__)
+        for k, v in namespace["__lam_schema__"].items():
+            if isinstance(v, LAMField):
+                namespace["__lam_schema__"][k] = namespace["__lam_schema__"][k].clone_unfrozen()
+
+    @classmethod
+    def process_class_fields(  # pylint: disable=too-complex,too-many-branches
+        mcs: type["_MetaElement"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],
+        stack_exts: dict[str, Any],
+    ):
+        """
+        Scan the class namespace and partition fields.
+
+        Detects:
+          - modified fields (shadowing parent values),
+          - new fields (present in annotations),
+          - the optional `__initializer` classmethod (in mangled or unmangled form).
+
+        Validates annotations and types and removes processed items from `namespace`
+        so they won't become normal attributes. Results are staged into:
+          stack_exts["new_fields"], stack_exts["modified_fields"], stack_exts["initializer"]
+        to be committed later.
+        """
+        # iterating new and modified fields
+        stack_exts["modified_fields"] = {}
+        stack_exts["new_fields"] = {}
+        stack_exts["initializer"] = None
+        initializer_name: Optional[str] = None
+        for k, v in namespace.items():
+            if k == f"_{name}__initializer" or (name.startswith("_") and k == "__initializer"):
+                if not isinstance(v, classmethod):
+                    raise InvalidInitializerType("__initializer should be a classmethod")
+                stack_exts["initializer"] = v.__func__
+                if name.startswith("_"):
+                    initializer_name = "__initializer"
+                else:
+                    initializer_name = f"_{name}__initializer"
+            elif k.startswith("_"):
+                pass
+            elif isinstance(v, classmethod):
+                pass
+            elif isinstance(v, FunctionType):
+                pass
+            else:
+                print(f"Parsing Field: {k} / {v}")
+                if k in namespace["__lam_schema__"]:  # Modified fields
+                    mcs.process_modified_field(name, bases, namespace, k, v, stack_exts)
+                else:  # New fieds
+                    mcs.process_new_field(name, bases, namespace, k, v, stack_exts)
+        # removing modified fields from class (will add them back later)
+        for k in stack_exts["new_fields"]:
+            del namespace[k]
+        for k in stack_exts["modified_fields"]:
+            del namespace[k]
+        if stack_exts["initializer"] is not None and initializer_name is not None:
+            del namespace[initializer_name]
+
+    @classmethod
+    def process_modified_field(
+        mcs: type["_MetaElement"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],
+        _fname: str,
+        _fvalue: Any,
+        stack_exts: dict[str, Any],
+    ):  # pylint: disable=unused-argument
+        """
+        Handle a *modified* field declared by a subclass.
+
+        Forbids annotation changes, validates the new default value against
+        the inherited annotation, and stages the new default into `stack_exts["modified_fields"]`.
+        """
+        if "__annotations__" in namespace and _fname in namespace["__annotations__"]:
+            raise ReadOnlyFieldAnnotation(
+                f"annotations cannot be modified on derived classes {_fname}"
+            )
+        namespace["__lam_schema__"][_fname].validate(_fvalue)
+        stack_exts["modified_fields"][_fname] = _fvalue
+
+    @classmethod
+    def process_new_field(
+        mcs: type["_MetaElement"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],
+        _fname: str,
+        _fvalue: Any,
+        stack_exts: dict[str, Any],
+    ):  # pylint: disable=unused-argument
+        """
+        Handle a *new* field declared on the class.
+
+        Resolves string annotations against a whitelist, validates `Annotated[...]`
+        payloads (allowing only LAMFieldInfo), checks the default value type,
+        and stages the field as a `LAMField` in `stack_exts["new_fields"]`.
+        """
+        # print(f"New field: {_fname}")
+
+        # check if field is annotated
+        if "__annotations__" not in namespace or _fname not in namespace["__annotations__"]:
+            raise NotAnnotatedField(f"Every dabmodel Fields must be annotated ({_fname})")
+
+        # check if annotation is allowed
+        if isinstance(namespace["__annotations__"][_fname], str):
+            namespace["__annotations__"][_fname] = _resolve_annotation(
+                namespace["__annotations__"][_fname]
+            )
+
+        try:
+            _check_annotation_definition(namespace["__annotations__"][_fname])
+        except InvalidFieldAnnotation:
+            raise
+        except Exception as ex:
+            raise InvalidFieldAnnotation(
+                f"Field <{_fname}> has not an allowed or valid annotation."
+            ) from ex
+
+        _finfo: LAMFieldInfo = LAMFieldInfo()
+        origin = get_origin(namespace["__annotations__"][_fname])
+        tname = (
+            getattr(origin, "__name__", "") or getattr(origin, "__qualname__", "") or str(origin)
+        )
+        if "Annotated" in tname:
+            args = get_args(namespace["__annotations__"][_fname])
+            if args:
+                if len(args) > 2:
+                    raise InvalidFieldAnnotation(f"Field <{_fname}> had invalid Annotated value.")
+                if len(args) == 2 and not isinstance(args[1], LAMFieldInfo):
+                    raise InvalidFieldAnnotation(
+                        "Only LAMFieldInfo object is allowed as Annotated data."
+                    )
+
+                _finfo = args[1]
+
+        stack_exts["new_fields"][_fname] = LAMField(
+            _fname, _fvalue, namespace["__annotations__"][_fname], _finfo
+        )
+
+    @classmethod
+    def apply_initializer(
+        mcs: type["_MetaElement"],
+        cls,
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ):
+        """
+        Apply the optional `__initializer` classmethod to compute derived defaults.
+
+        The initializer runs in a restricted, import-blocked environment using a
+        `ModelSpecView` proxy that enforces type checking on assignments.
+        On success, the computed values are validated and written back into the
+        class schema's DABFields.
+        """
+
+        if stack_exts["initializer"] is not None:
+            _check_initializer_safety(stack_exts["initializer"])
+            init_fieldvalues = {}
+            init_fieldtypes = {}
+            for k, v in cls.__lam_schema__.items():
+                if isinstance(v, LAMField):
+                    init_fieldvalues[k] = deepcopy(v.value)
+                    init_fieldtypes[k] = v.annotations
+
+            fakecls = ModelSpecView(init_fieldvalues, init_fieldtypes, cls.__name__, cls.__module__)
+            # fakecls = cls
+            safe_globals = {
+                "__builtins__": {"__import__": _blocked_import},
+                **ALLOWED_HELPERS_DEFAULT,
+            }
+            # if stack_exts["initializer"].__code__.co_freevars:
+            #    raise FunctionForbidden("__initializer must not use closures")
+            safe_initializer = FunctionType(
+                stack_exts["initializer"].__code__,
+                safe_globals,
+                name=stack_exts["initializer"].__name__,
+                argdefs=stack_exts["initializer"].__defaults__,
+                closure=stack_exts["initializer"].__closure__,
+            )
+            safe_initializer(fakecls)  # pylint: disable=not-callable
+
+            for k, v in fakecls.export().items():
+                cls.__lam_schema__[k].update_value(v)
+
+    def __new__(
+        mcs: type["_MetaElement"],
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],
+        **kwargs,
+    ) -> Type:
+        """BaseElement new class"""
+
+        stack_exts: dict[str, Any] = {}
+        stack_exts["kwargs"] = kwargs
+
+        if "options" not in stack_exts["kwargs"]:
+            stack_exts["kwargs"]["options"] = ()
+        elif stack_exts["kwargs"]["options"] is not tuple:
+            stack_exts["kwargs"]["options"] = (stack_exts["kwargs"]["options"],)
+
+        mcs.check_class(name, bases, namespace, stack_exts)
+        mcs.process_class_fields(name, bases, namespace, stack_exts)
+
+        _cls = super().__new__(mcs, name, bases, namespace)
+
+        mcs.commit_fields(_cls, name, bases, namespace, stack_exts)
+        mcs.apply_initializer(_cls, name, bases, namespace, stack_exts)
+        mcs.finalize_class(_cls, name, bases, namespace, stack_exts)
+
+        if not _cls.__lam_class_mutable__:
+            _cls.freeze_class(True)
+        _cls.__lam_initialized__ = True
+
+        return _cls
+
+    @classmethod
+    def commit_fields(
+        mcs: type["_MetaElement"],
+        cls,
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ):
+        """
+        Commit staged fields into the class schema (`__lam_schema__`).
+
+        - For modified fields: copy the parent's LAMField, update its value.
+        - For new fields: set the freshly built LAMField and record its source.
+        """
+        for k, v in stack_exts["modified_fields"].items():
+            cls.__lam_schema__[k].update_value(v)
+
+        for k, v in stack_exts["new_fields"].items():
+            v.add_source(cls)
+            cls.__lam_schema__[k] = v
+
+    def __call__(cls: Type, *args: Any, **kw: Any):  # intentionally untyped
+        """BaseElement new instance"""
+        obj = super().__call__(*args)
+
+        stack_exts: dict[str, Any] = {}
+
+        cls.populate_instance(
+            obj, stack_exts, *args, **kw
+        )  # pylint: disable=no-value-for-parameter
+        cls.apply_overrides(obj, stack_exts, *args, **kw)  # pylint: disable=no-value-for-parameter
+        cls.finalize_instance(obj, stack_exts)  # pylint: disable=no-value-for-parameter
+        if not cls.__lam_object_mutable__:
+            obj.freeze(True)
+        return obj
+
+    def populate_instance(cls: Type, obj: Any, stack_exts: dict[str, Any], *args: Any, **kw: Any):
+        """
+        Populate the new instance with field values from the class schema.
+
+        Copies each LAMField.value to an instance attribute (deep-frozen view).
+        """
+        obj.__lam_schema__ = {}
+        obj.__lam_schema__.update(cls.__lam_schema__)
+        for _fname, _fvalue in cls.__lam_schema__.items():
+            if isinstance(_fvalue, LAMField):
+                object.__setattr__(obj, _fname, _fvalue.value)
+
+    def apply_overrides(cls, obj, stack_exts, *args, **kwargs):
+        """
+        Hook for runtime overrides at instance creation.
+
+        Invoked after the schema has been frozen but before finalize_instance.
+        Subclasses of _MetaElement can override this to support things like:
+
+          - Field overrides: MyApp(field=value)
+        """
+
+        # --- field overrides (unchanged) ---
+        for k, v in list(kwargs.items()):
+            if k in cls.__lam_schema__:  # regular field
+                field = cls.__lam_schema__[k].clone_unfrozen()
+                field.update_value(v)
+                obj.__lam_schema__[k] = field
+                object.__setattr__(obj, k, v)
+                kwargs.pop(k)
+
+        if kwargs:
+            unknown = ", ".join(sorted(kwargs))
+            raise InvalidFieldValue(f"Unknown parameters: {unknown}")
+
+    def finalize_instance(cls: Type, obj: Any, stack_exts: dict[str, Any]):
+        """
+        Finalization hook invoked at the end of instance construction.
+
+        Subclasses of the metaclass override this to attach runtime components
+        to the instance. (Example: BaseMetaAppliance instantiates bound Features
+        and sets them as attributes on the appliance instance.)
+        """
+        obj.__lam_schema__ = frozendict(obj.__lam_schema__)
+
+    def __setattr__(cls, name: str, value: Any):
+        if not hasattr(cls, "__lam_initialized__") or not getattr(cls, "__lam_initialized__"):
+            return super().__setattr__(name, value)
+
+        if name.startswith("_"):
+            return super().__setattr__(name, value)
+
+        if name not in cls.__lam_schema__:
+            raise NonExistingField(f"Can't create new class attributes: {name}")
+
+        if not cls.__lam_class_mutable__:
+            raise ReadOnlyField(f"Class is immutable.")
+
+        field = cls.__lam_schema__[name]
+        field.update_value(value)
+        return
+
+    def __getattr__(cls, name) -> Any:
+        if (
+            hasattr(cls, "__lam_initialized__")
+            and getattr(cls, "__lam_initialized__")
+            and name in cls.__lam_schema__
+        ):
+            return cls.__lam_schema__[name].value
+        raise NonExistingField(f"Non existing class attribute: {name}")
+
+    @classmethod
+    def finalize_class(
+        mcs: type["_MetaElement"],
+        cls,
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ):
+        cls.__lam_schema__ = frozendict(cls.__lam_schema__)

src/dabmodel/meta/feature.py

@@ -0,0 +1,24 @@
+from typing import Type, Any
+from .element import _MetaElement
+
+
+class _MetaFeature(_MetaElement):
+    """_MetaFeature class
+    Feature specific metaclass code
+    """
+
+    @classmethod
+    def finalize_class(
+        mcs: type["_MetaElement"],
+        cls,
+        name: str,
+        bases: tuple[type[Any], ...],
+        namespace: dict[str, Any],  # pylint: disable=unused-argument
+        stack_exts: dict[str, Any],
+    ):
+        if "appliance" in stack_exts["kwargs"]:
+            cls.bind_appliance(stack_exts["kwargs"]["appliance"])
+
+    def finalize_instance(cls: Type, obj: Any, stack_exts: dict[str, Any]):
+        cls.check_appliance_bound()
+        super().finalize_instance(obj, stack_exts)

src/dabmodel/model.py

@@ -1,267 +0,0 @@
-from __future__ import annotations
-
-from abc import ABC, ABCMeta, abstractmethod
-from uuid import uuid4
-from typing import Annotated, ClassVar, Any, Self, TypeVar, TypeAlias, Generic, Union
-from datetime import datetime
-from copy import deepcopy, copy
-from typing_extensions import dataclass_transform, get_origin
-from pydantic import (
-    ConfigDict,
-    BaseModel,
-    StrictInt,
-    StrictStr,
-    constr,
-    ByteSize,
-    AwareDatetime,
-    UUID4,
-    model_validator,
-    field_validator,
-    field_serializer,
-    SerializeAsAny,
-)
-from pydantic.fields import Field, _Unset, PydanticUndefined
-from pydantic._internal._model_construction import ModelMetaclass, PydanticModelField
-from pydantic._internal._generics import PydanticGenericMetadata
-from pydantic._internal._decorators import ensure_classmethod_based_on_signature
-import pytz
-import inspect
-
-from runtype import issubclass as runtype_issubclass
-
-
-class NoInstanceMethod:
-    """Descriptor to forbid that other descriptors can be looked up on an instance"""
-
-    def __init__(self, descr, name=None):
-        self.descr = descr
-        self.name = name
-
-    def __set_name__(self, owner, name):
-        self.name = name
-
-    def __get__(self, instance, owner):
-        # enforce the instance cannot look up the attribute at all
-        if instance is not None:
-            raise AttributeError(f"{type(instance).__name__!r} has no attribute {self.name!r}")
-        # invoke any descriptor we are wrapping
-        return self.descr.__get__(instance, owner)
-
-
-def DABField(default: Any = PydanticUndefined, *, final: bool | None = _Unset, finalize_only: bool | None = _Unset, **kwargs):
-    return Field(default, **kwargs)
-
-
-T_BaseElement = TypeVar("T_BaseElement", bound="BaseElement")
-T_BaseElement_ConfigMethod_Arg: TypeAlias = dict[str, Any]
-T_BaseElement_ConfigMethod: TypeAlias = "classmethod[T_BaseElement, [T_BaseElement_ConfigMethod_Arg], T_BaseElement_ConfigMethod_Arg]"
-
-
-class ConfigElement:
-    def __init__(self) -> None:
-        self.default_values_override_methods: dict[T_BaseElement_ConfigMethod, None] = {}
-        self.main_build_method: dict[T_BaseElement_ConfigMethod, None] = {}
-
-    def __copy__(self) -> Self:
-        # we cannot deepcopy because of classmethods, so we do a manual enhanced copy
-        cls = self.__class__
-        result = cls.__new__(cls)
-        for k, v in self.__dict__.items():
-            setattr(result, k, copy(v))
-        return result
-
-
-class IBaseElement(BaseModel, ABC):
-    _config_element: ClassVar[ConfigElement] = ConfigElement()
-
-
-@dataclass_transform(kw_only_default=True, field_specifiers=(PydanticModelField,))
-class BaseElementMeta(ModelMetaclass, ABCMeta):
-    def __new__(
-        mcs,
-        cls_name: str,
-        bases: tuple[type[Any], ...],
-        namespace: dict[str, Any],
-        __pydantic_generic_metadata__: PydanticGenericMetadata | None = None,
-        __pydantic_reset_parent_namespace__: bool = True,
-        _create_model_module: str | None = None,
-        **kwargs: Any,
-    ) -> type:
-        result = super().__new__(
-            mcs,
-            cls_name,
-            bases,
-            namespace,
-            __pydantic_generic_metadata__,
-            __pydantic_reset_parent_namespace__,
-            _create_model_module,
-            **kwargs,
-        )
-        print(cls_name)
-
-        assert issubclass(result, IBaseElement), "Only IBaseElement subclasses are supported"
-
-        # forcing all Fields to be frozen
-        for _, field_val in result.model_fields.items():
-            field_val.frozen = True
-
-        # copying/forwarding base classes default-configs
-        if "_config_element" not in result.__dict__:
-            assert result.__base__ is not None, "Only IBaseElement subclasses are supported"
-            if issubclass(result.__base__, IBaseElement):
-                result._config_element = copy(result.__base__._config_element)
-            else:
-                result._config_element = ConfigElement()
-
-        # searching and storing current class default-configs
-        for _, method in result.__dict__.items():
-            if isinstance(method, classmethod):
-                if hasattr(method, "default_values_override"):
-                    result._config_element.default_values_override_methods[method] = None
-
-        # todo: find a way to 'lock' and add restriction to a field after inheritance
-
-        return result
-
-
-class BaseElement(
-    IBaseElement,
-    ABC,
-    validate_assignment=True,
-    # revalidate_instances="subclass-instances", # pydantic issue  #10681
-    validate_default=True,
-    extra="forbid",
-    metaclass=BaseElementMeta,
-):
-    class Config:
-        ignored_types = (NoInstanceMethod,)
-
-    template_id: Annotated[UUID4, DABField(..., repr=True)]
-    template_short_name: Annotated[
-        StrictStr, constr(strip_whitespace=True, to_lower=True, strict=True, max_length=16), DABField(..., repr=True)
-    ]
-    template_long_name: Annotated[StrictStr | None, DABField()]
-    template_description: Annotated[StrictStr | None, DABField()]
-    _saved_default_value: ClassVar[dict[str, Any]]
-
-    @model_validator(mode="before")
-    @classmethod
-    def __default_values_override_hook__(cls, values: T_BaseElement_ConfigMethod_Arg) -> T_BaseElement_ConfigMethod_Arg:
-        # extracting default values that were set in model fields
-        cls._saved_default_value = dict()
-        for field_key, field_val in cls.model_fields.items():
-            assert field_val.annotation is not None, "all fields must have annotation"
-            assert not runtype_issubclass(
-                field_val.annotation, BaseFeature
-            ), "Features can only be in Appliance's features[] dict attribute"
-            """
-            if field_key == "features":
-                cls._saved_default_value[field_key] = dict()
-                for feat_key, feat_value in field_val.items():
-                    cls._saved_default_value[field_key][feat_key] = feat_value.dict()
-            """
-            if field_val.default != PydanticUndefined:
-                cls._saved_default_value[field_key] = deepcopy(field_val.default)
-        for method, _ in cls._config_element.default_values_override_methods.items():
-            method.__func__(cls, cls._saved_default_value)
-
-        cls._default_values_override_hook__input_apply__(values)
-
-        return cls._saved_default_value
-
-    @classmethod
-    @abstractmethod
-    def _default_values_override_hook__input_apply__(
-        cls,
-        values: T_BaseElement_ConfigMethod_Arg,
-    ): ...
-
-
-class BaseFeature(BaseElement, ABC):
-    @NoInstanceMethod
-    @classmethod
-    def _default_values_override_hook__input_apply__(
-        cls,
-        values: T_BaseElement_ConfigMethod_Arg,
-    ):
-        print(f"BaseFeature._default_values_override_hook__input_apply__ {cls}")
-        # applying user-defined values
-        for attr_key, attr_val in values.items():
-            assert attr_key in cls.model_fields, f"given feature attribute does not exist ({attr_key})"
-            cls._saved_default_value[attr_key] = attr_val
-        print(f"BaseFeature._default_values_override_hook__input_apply__ {cls} DONE")
-
-
-def default_values_override(func: T_BaseElement_ConfigMethod) -> T_BaseElement_ConfigMethod:
-    func = ensure_classmethod_based_on_signature(func)
-    setattr(func, "default_values_override", lambda: True)
-    return func
-
-
-T_Feature = TypeVar("T_Feature", bound=BaseFeature)
-
-
-def get_discriminator_value(v: Any) -> str:
-    if isinstance(v, dict):
-        return v.get("fruit", v.get("filling"))
-    return getattr(v, "fruit", getattr(v, "filling", None))
-
-
-class BaseAppliance(Generic[T_Feature], BaseElement, ABC):
-
-    cpu_cnt: Annotated[StrictInt, DABField(1, gt=0)]
-    ram_size: Annotated[ByteSize, DABField(256, gt=128)]
-    swap_size: Annotated[ByteSize, DABField(200, ge=0)]
-
-    rootfs_size: Annotated[ByteSize, DABField(2048, ge=2048)]
-
-    dabinst_id: Annotated[UUID4, DABField(uuid4(), repr=True)]
-    dabinst_short_name: Annotated[
-        StrictStr, constr(strip_whitespace=True, to_lower=True, strict=True, max_length=16), DABField(..., repr=True)
-    ]
-    dabinst_long_name: Annotated[StrictStr | None, DABField("")]
-    dabinst_description: Annotated[StrictStr | None, DABField("")]
-    dabinst_creationdate: Annotated[AwareDatetime | None, DABField(datetime.now(tz=pytz.utc))]
-
-    features: SerializeAsAny[dict[str, T_Feature]] = DABField({})
-
-    @NoInstanceMethod
-    @classmethod
-    def add_feature(cls, feat: T_Feature):
-        cls._saved_default_value["features"][type(feat).__name__] = feat.dict()
-
-    @NoInstanceMethod
-    @classmethod
-    def del_feature(cls, type_feat: type[T_Feature]):
-        del cls._saved_default_value["features"][type_feat.__name__]
-
-    @NoInstanceMethod
-    @classmethod
-    def get_feature(cls, type_feat: type[T_Feature]) -> T_Feature:
-        return cls._saved_default_value["features"][type_feat.__name__]
-
-    @NoInstanceMethod
-    @classmethod
-    def _default_values_override_hook__input_apply__(
-        cls,
-        values: T_BaseElement_ConfigMethod_Arg,
-    ):
-        print(f"BaseAppliance._default_values_override_hook__input_apply__ {cls}")
-        # applying user-defined values
-        for attr_key, attr_val in values.items():
-            if attr_key == "features":
-                if cls._saved_default_value["features"] is None:
-                    cls._saved_default_value["features"] = {}
-                for feature_key, feature_val in attr_val.items():
-                    print(f"searching feature: {feature_key}")
-                    assert hasattr(cls, feature_key), f"feature not found ({feature_key})"
-                    cls_feature = getattr(cls, feature_key)
-                    assert (
-                        cls_feature is not None and inspect.isclass(cls_feature) and issubclass(cls_feature, BaseFeature),
-                        "The requested feature does not exist in the current Appliance class tree",
-                    )
-                    cls._saved_default_value["features"][feature_key] = cls_feature(**feature_val)
-            else:
-                assert attr_key in cls.model_fields, f"given attribute does not exist ({attr_key})"
-                cls._saved_default_value[attr_key] = attr_val
-        print(f"BaseAppliance._default_values_override_hook__input_apply__ {cls} DONE")

src/dabmodel/tools.py

@@ -0,0 +1,69 @@
+"""library's internal tools"""
+
+from typing import Any, get_origin, get_args
+from uuid import UUID
+from datetime import datetime
+import json
+import inspect
+
+from frozendict import deepfreeze
+
+from .defines import (
+    ALLOWED_ANNOTATIONS,
+)
+
+
+class LAMJSONEncoder(json.JSONEncoder):
+    """allows to JSON encode non supported data type"""
+
+    def default(self, o):
+        if isinstance(o, UUID):
+            # if the o is uuid, we simply return the value of uuid
+            return o.hex
+        if isinstance(o, datetime):
+            return str(o)
+        return json.JSONEncoder.default(self, o)
+
+
+def LAMdeepfreeze(value):
+    """recursive freeze helper function"""
+    if isinstance(value, dict):
+        return deepfreeze(value)
+    if isinstance(value, set):
+        return frozenset(LAMdeepfreeze(v) for v in value)
+    if isinstance(value, list):
+        return tuple(LAMdeepfreeze(v) for v in value)
+    if isinstance(value, tuple):
+        return tuple(LAMdeepfreeze(v) for v in value)
+    return value
+
+
+def is_data_attribute(name: str, value: any) -> bool:
+    if name.startswith("__") and name.endswith("__"):
+        return False
+    if isinstance(value, (staticmethod, classmethod, property)):
+        return False
+    if inspect.isfunction(value) or inspect.isclass(value) or inspect.ismethoddescriptor(value):
+        return False
+    return True
+
+
+def _peel_annotated(t: Any) -> Any:
+    # If you ever allow Annotated[T, ...], peel to T
+    while True:
+        origin = get_origin(t)
+        if origin is None:
+            return t
+        name = getattr(origin, "__name__", "") or getattr(origin, "__qualname__", "") or str(origin)
+        if "Annotated" in name:
+            args = get_args(t)
+            t = args[0] if args else t
+        else:
+            return t
+
+
+def _resolve_annotation(ann):
+    if isinstance(ann, str):
+        # Safe eval against a **whitelist** only
+        return eval(ann, {"__builtins__": {}}, ALLOWED_ANNOTATIONS)  # pylint: disable=eval-used
+    return ann

test/test_debug.py

@@ -1,37 +0,0 @@
-from pydantic import BaseModel, SerializeAsAny
-
-
-class commonbase(
-    BaseModel,
-    revalidate_instances="subclass-instances",  # toogle to generate error
-): ...
-
-
-class basechild(commonbase):
-    test_val: int = 1
-
-
-class derivedchild(basechild):
-    test_val2: int = 2
-
-
-class container(commonbase):
-
-    ct_child_1: dict[str, basechild] = {}
-    ct_child_2: SerializeAsAny[dict[str, basechild]] = {}
-    ct_child_3: dict[str, SerializeAsAny[basechild]] = {}
-
-
-if __name__ == "__main__":
-    test_val = container(
-        ct_child_1={"test1": derivedchild()},
-        ct_child_2={"test2": derivedchild()},
-        ct_child_3={"test3": derivedchild()},
-    )
-
-    print(test_val.model_dump_json(indent=1))
-
-    print(test_val.model_dump())
-    assert "test_val2" not in test_val.model_dump()["ct_child_1"]["test1"]
-    assert "test_val2" in test_val.model_dump()["ct_child_2"]["test2"]
-    assert "test_val2" in test_val.model_dump()["ct_child_3"]["test3"]

test/test_element.py

@@ -0,0 +1,414 @@
+# dabmodel (c) by chacha
+#
+# dabmodel  is licensed under a
+# Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Unported License.
+#
+# You should have received a copy of the license along with this
+# work.  If not, see <https://creativecommons.org/licenses/by-nc-sa/4.0/>.
+
+import unittest
+
+import sys
+import subprocess
+from os import chdir, environ
+from pathlib import Path
+
+print(__name__)
+print(__package__)
+
+from src import dabmodel as dm
+
+testdir_path = Path(__file__).parent.resolve()
+chdir(testdir_path.parent.resolve())
+
+
+class ElementTest(unittest.TestCase):
+    def setUp(self):
+        print("\n->", unittest.TestCase.id(self))
+
+    def test_element_simple(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+            ar_int2: list[int] = [1, 54, 65]
+
+        class A(dm.Appliance):
+            elem: E = E(ivalue=45, strvalue="coucou", ar_int=[5, 7])
+
+        a = A()
+
+        self.assertIsInstance(a.elem, E)
+        self.assertIsInstance(a.elem.ivalue, int)
+        self.assertEqual(a.elem.ivalue, 45)
+        self.assertIsInstance(a.elem.strvalue, str)
+        self.assertEqual(a.elem.strvalue, "coucou")
+        self.assertIsInstance(a.elem.fvalue, float)
+        self.assertEqual(a.elem.fvalue, 1.4322)
+        self.assertIsInstance(a.elem.ar_int, tuple)
+        self.assertEqual(a.elem.ar_int, (5, 7))
+        self.assertIsInstance(a.elem.ar_int2, tuple)
+        self.assertEqual(a.elem.ar_int2, (1, 54, 65))
+
+    def test_element_in_container(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+            ar_int2: list[int] = [1, 54, 65]
+
+        class A(dm.Appliance):
+            elems: list[E] = [
+                E(ivalue=45, strvalue="coucou", ar_int=[5, 7]),
+                E(ivalue=46, strvalue="coucou2", ar_int=[50, 7]),
+            ]
+
+        a = A()
+
+        self.assertIsInstance(a.elems, tuple)
+        self.assertEqual(len(a.elems), 2)
+
+        self.assertIsInstance(a.elems[0], E)
+        self.assertIsInstance(a.elems[0].ivalue, int)
+        self.assertEqual(a.elems[0].ivalue, 45)
+        self.assertIsInstance(a.elems[0].strvalue, str)
+        self.assertEqual(a.elems[0].strvalue, "coucou")
+        self.assertIsInstance(a.elems[0].fvalue, float)
+        self.assertEqual(a.elems[0].fvalue, 1.4322)
+        self.assertIsInstance(a.elems[0].ar_int, tuple)
+        self.assertEqual(a.elems[0].ar_int, (5, 7))
+        self.assertIsInstance(a.elems[0].ar_int2, tuple)
+        self.assertEqual(a.elems[0].ar_int2, (1, 54, 65))
+
+        self.assertIsInstance(a.elems[1], E)
+        self.assertIsInstance(a.elems[1].ivalue, int)
+        self.assertEqual(a.elems[1].ivalue, 46)
+        self.assertIsInstance(a.elems[1].strvalue, str)
+        self.assertEqual(a.elems[1].strvalue, "coucou2")
+        self.assertIsInstance(a.elems[1].fvalue, float)
+        self.assertEqual(a.elems[1].fvalue, 1.4322)
+        self.assertIsInstance(a.elems[1].ar_int, tuple)
+        self.assertEqual(a.elems[1].ar_int, (50, 7))
+        self.assertIsInstance(a.elems[1].ar_int2, tuple)
+        self.assertEqual(a.elems[1].ar_int2, (1, 54, 65))
+
+    def test_class_frozen(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+
+        with self.assertRaises(dm.ReadOnlyField):
+            E.ivalue = 3
+
+        with self.assertRaises(dm.ReadOnlyField):
+            E.strvalue = "toto"
+
+        with self.assertRaises(dm.ReadOnlyField):
+            E.fvalue = 3.14
+
+        with self.assertRaises(AttributeError):
+            E.ar_int.append(5)
+
+    def test_instance_frozen(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+
+        e = E()
+
+        with self.assertRaises(dm.ReadOnlyField):
+            e.ivalue = 3
+
+        with self.assertRaises(dm.ReadOnlyField):
+            e.strvalue = "toto"
+
+        with self.assertRaises(dm.ReadOnlyField):
+            e.fvalue = 3.14
+
+        with self.assertRaises(AttributeError):
+            e.ar_int.append(5)
+
+    def test_composition_frozen(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+            ar_int2: list[int] = [1, 54, 65]
+
+        class A(dm.Appliance):
+            elems: list[E] = [
+                E(ivalue=45, strvalue="coucou", ar_int=[5, 7]),
+                E(ivalue=46, strvalue="coucou2", ar_int=[50, 7]),
+            ]
+            elem: E = E()
+
+        a = A()
+
+        with self.assertRaises(AttributeError):
+            a.elems.add(E())
+
+        with self.assertRaises(dm.ReadOnlyField):
+            a.elem.ivalue = 1
+
+        with self.assertRaises(dm.ReadOnlyField):
+            a.elems[0].ivalue = 1
+
+    def test_element_inheritance(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+            ar_int2: list[int] = [1, 54, 65]
+
+        class E2(E):
+            ivalue2: int = 43
+
+        class A(dm.Appliance):
+            elems: list[E] = [
+                E(ivalue=45, strvalue="coucou", ar_int=[5, 7]),
+                E2(ivalue=46, strvalue="coucou2", ar_int=[50, 7], ivalue2=32),
+            ]
+            elem: E = E()
+            elem2: E2 = E2(ivalue=7, ivalue2=33)
+
+        a = A()
+
+        self.assertIsInstance(a.elems, tuple)
+        self.assertEqual(len(a.elems), 2)
+
+        self.assertIsInstance(a.elems[0], E)
+        self.assertIsInstance(a.elems[0].ivalue, int)
+        self.assertEqual(a.elems[0].ivalue, 45)
+        self.assertIsInstance(a.elems[0].strvalue, str)
+        self.assertEqual(a.elems[0].strvalue, "coucou")
+        self.assertIsInstance(a.elems[0].fvalue, float)
+        self.assertEqual(a.elems[0].fvalue, 1.4322)
+        self.assertIsInstance(a.elems[0].ar_int, tuple)
+        self.assertEqual(a.elems[0].ar_int, (5, 7))
+        self.assertIsInstance(a.elems[0].ar_int2, tuple)
+        self.assertEqual(a.elems[0].ar_int2, (1, 54, 65))
+
+        self.assertIsInstance(a.elems[1], E2)
+        self.assertIsInstance(a.elems[1].ivalue, int)
+        self.assertEqual(a.elems[1].ivalue, 46)
+        self.assertIsInstance(a.elems[1].ivalue2, int)
+        self.assertEqual(a.elems[1].ivalue2, 32)
+        self.assertIsInstance(a.elems[1].strvalue, str)
+        self.assertEqual(a.elems[1].strvalue, "coucou2")
+        self.assertIsInstance(a.elems[1].fvalue, float)
+        self.assertEqual(a.elems[1].fvalue, 1.4322)
+        self.assertIsInstance(a.elems[1].ar_int, tuple)
+        self.assertEqual(a.elems[1].ar_int, (50, 7))
+        self.assertIsInstance(a.elems[1].ar_int2, tuple)
+        self.assertEqual(a.elems[1].ar_int2, (1, 54, 65))
+
+        self.assertIsInstance(a.elem, E)
+        self.assertIsInstance(a.elem.ivalue, int)
+        self.assertEqual(a.elem.ivalue, 43)
+        self.assertIsInstance(a.elem.strvalue, str)
+        self.assertEqual(a.elem.strvalue, "test")
+        self.assertIsInstance(a.elem.fvalue, float)
+        self.assertEqual(a.elem.fvalue, 1.4322)
+        self.assertIsInstance(a.elem.ar_int, tuple)
+        self.assertEqual(a.elem.ar_int, (1, 54, 65))
+        self.assertIsInstance(a.elem.ar_int2, tuple)
+        self.assertEqual(a.elem.ar_int2, (1, 54, 65))
+
+        self.assertIsInstance(a.elem2, E2)
+        self.assertIsInstance(a.elem2.ivalue, int)
+        self.assertEqual(a.elem2.ivalue, 7)
+        self.assertIsInstance(a.elem2.ivalue2, int)
+        self.assertEqual(a.elem2.ivalue2, 33)
+        self.assertIsInstance(a.elem2.strvalue, str)
+        self.assertEqual(a.elem2.strvalue, "test")
+        self.assertIsInstance(a.elem2.fvalue, float)
+        self.assertEqual(a.elem2.fvalue, 1.4322)
+        self.assertIsInstance(a.elem2.ar_int, tuple)
+        self.assertEqual(a.elem2.ar_int, (1, 54, 65))
+        self.assertIsInstance(a.elem2.ar_int2, tuple)
+        self.assertEqual(a.elem2.ar_int2, (1, 54, 65))
+
+    def test_element_initializer(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+            ar_int2: list[int] = [1, 54, 65]
+
+        class A(dm.Appliance):
+            elem: E = E(ivalue=45, strvalue="coucou", ar_int=[5, 7])
+
+            @classmethod
+            def __initializer(self):
+                self.elem = E(ivalue=12, strvalue="coucou", ar_int=[5, 7])
+
+        a = A()
+
+        self.assertIsInstance(a.elem, E)
+        self.assertIsInstance(a.elem.ivalue, int)
+        self.assertEqual(a.elem.ivalue, 12)
+        self.assertIsInstance(a.elem.strvalue, str)
+        self.assertEqual(a.elem.strvalue, "coucou")
+        self.assertIsInstance(a.elem.fvalue, float)
+        self.assertEqual(a.elem.fvalue, 1.4322)
+        self.assertIsInstance(a.elem.ar_int, tuple)
+        self.assertEqual(a.elem.ar_int, (5, 7))
+        self.assertIsInstance(a.elem.ar_int2, tuple)
+        self.assertEqual(a.elem.ar_int2, (1, 54, 65))
+
+    def test_element_in_container_initializer(self):
+        class E(dm.Element):
+            ivalue: int = 43
+            strvalue: str = "test"
+            fvalue: float = 1.4322
+            ar_int: list[int] = [1, 54, 65]
+            ar_int2: list[int] = [1, 54, 65]
+
+        class A(dm.Appliance):
+            elems: list[E] = [E(ivalue=45, strvalue="coucou", ar_int=[5, 7])]
+
+        class B(A):
+            @classmethod
+            def __initializer(cls):
+                cls.elems.append(E(ivalue=46, strvalue="coucou2", ar_int=[50, 7]))
+
+        a = A()
+        b = B()
+
+        self.assertIsInstance(a.elems, tuple)
+        self.assertEqual(len(a.elems), 1)
+
+        self.assertIsInstance(a.elems[0], E)
+        self.assertIsInstance(a.elems[0].ivalue, int)
+        self.assertEqual(a.elems[0].ivalue, 45)
+        self.assertIsInstance(a.elems[0].strvalue, str)
+        self.assertEqual(a.elems[0].strvalue, "coucou")
+        self.assertIsInstance(a.elems[0].fvalue, float)
+        self.assertEqual(a.elems[0].fvalue, 1.4322)
+        self.assertIsInstance(a.elems[0].ar_int, tuple)
+        self.assertEqual(a.elems[0].ar_int, (5, 7))
+        self.assertIsInstance(a.elems[0].ar_int2, tuple)
+        self.assertEqual(a.elems[0].ar_int2, (1, 54, 65))
+
+        self.assertIsInstance(b.elems, tuple)
+        self.assertEqual(len(b.elems), 2)
+
+        self.assertIsInstance(b.elems[0], E)
+        self.assertIsInstance(b.elems[0].ivalue, int)
+        self.assertEqual(b.elems[0].ivalue, 45)
+        self.assertIsInstance(b.elems[0].strvalue, str)
+        self.assertEqual(b.elems[0].strvalue, "coucou")
+        self.assertIsInstance(b.elems[0].fvalue, float)
+        self.assertEqual(b.elems[0].fvalue, 1.4322)
+        self.assertIsInstance(b.elems[0].ar_int, tuple)
+        self.assertEqual(b.elems[0].ar_int, (5, 7))
+        self.assertIsInstance(b.elems[0].ar_int2, tuple)
+        self.assertEqual(b.elems[0].ar_int2, (1, 54, 65))
+
+        self.assertIsInstance(b.elems[1], E)
+        self.assertIsInstance(b.elems[1].ivalue, int)
+        self.assertEqual(b.elems[1].ivalue, 46)
+        self.assertIsInstance(b.elems[1].strvalue, str)
+        self.assertEqual(b.elems[1].strvalue, "coucou2")
+        self.assertIsInstance(b.elems[1].fvalue, float)
+        self.assertEqual(b.elems[1].fvalue, 1.4322)
+        self.assertIsInstance(b.elems[1].ar_int, tuple)
+        self.assertEqual(b.elems[1].ar_int, (50, 7))
+        self.assertIsInstance(b.elems[1].ar_int2, tuple)
+        self.assertEqual(b.elems[1].ar_int2, (1, 54, 65))
+
+    def test_method(self):
+        class E(dm.Element):
+            ivalue: int = 43
+
+            def get_increment(self) -> int:
+                return self.ivalue + 1
+
+            def increment(self) -> int:
+                return type(self)(ivalue=self.ivalue + 1)
+
+        class A(dm.Appliance):
+            elem: E = E(ivalue=45)
+
+        a = A()
+
+        self.assertIsInstance(a.elem, E)
+        self.assertEqual(a.elem.ivalue, 45)
+        self.assertEqual(a.elem.get_increment(), 46)
+
+        class B(A):
+
+            @classmethod
+            def __initializer(cls):
+                cls.elem = cls.elem.increment()
+
+        b = B()
+
+        self.assertEqual(b.elem.ivalue, 46)
+        self.assertEqual(b.elem.get_increment(), 47)
+
+    def test_initializer_appliance_function_forbidden(self):
+        def test_fun() -> int:
+            return 12
+
+        class E(dm.Element):
+            ivalue: int = 43
+
+        with self.assertRaises(dm.FunctionForbidden):
+
+            class B(dm.Element):
+                elem: E = E()
+
+                @classmethod
+                def __initializer(cls):
+                    cls.elem.ivalue = test_fun()
+
+        with self.assertRaises(dm.FunctionForbidden):
+
+            class B(dm.Element):
+                elem: E = E()
+
+                @classmethod
+                def __initializer(cls):
+                    print("COUCOU")
+                    cls.elem = E(ivalue=test_fun())
+
+    def test_mutable_class_freeze(self):
+
+        class E(dm.Element, options=(dm.ClassMutable)):
+            ivalue: int = 43
+
+        E.ivalue = 12
+        self.assertEqual(E.ivalue, 12)
+
+        E.freeze_class()
+        self.assertEqual(E.ivalue, 12)
+
+        with self.assertRaises(dm.ReadOnlyField):
+            E.ivalue = 13
+
+        e = E()
+        self.assertEqual(e.ivalue, 12)
+
+    def test_mutable_class2_newelement_fails(self):
+
+        class E(dm.Element, options=(dm.ClassMutable)):
+            ivalue: int = 43
+
+        with self.assertRaises(dm.NonExistingField):
+            E.test = 123
+
+
+# ---------- main ----------
+
+if __name__ == "__main__":
+    unittest.main()

test/test_feature.py

@@ -0,0 +1,653 @@
+# dabmodel (c) by chacha
+#
+# dabmodel  is licensed under a
+# Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Unported License.
+#
+# You should have received a copy of the license along with this
+# work.  If not, see <https://creativecommons.org/licenses/by-nc-sa/4.0/>.
+
+import unittest
+
+from os import chdir
+from pathlib import Path
+
+from typing import (
+    Any,
+    Annotated,
+)
+
+
+print(__name__)
+print(__package__)
+
+from src import dabmodel as dm
+
+
+testdir_path = Path(__file__).parent.resolve()
+chdir(testdir_path.parent.resolve())
+
+
+def test_initializer_safe_testfc():
+    eval("print('hi')")
+
+
+class FeatureTest(unittest.TestCase):
+    def setUp(self):
+        print("\n->", unittest.TestCase.id(self))
+
+    def immutable_vars__test_field(self, obj: Any, name: str, default_value: Any, test_value: Any):
+        # field is not in the class
+        self.assertNotIn(name, dir(obj.__class__))
+        # field is in the object
+        self.assertIn(name, dir(obj))
+        # field is in the schema
+        self.assertIn(name, obj.__lam_schema__.keys())
+        # field is readable
+        self.assertEqual(getattr(obj, name), default_value)
+        # field is read only
+        with self.assertRaises(dm.ReadOnlyField):
+            setattr(obj, name, test_value)
+
+    def test_simple(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            VarStrOuter: str = "testvalue APPLIANCE"
+
+            class Feature1(dm.Feature):
+                VarStrInner: str = "testvalue FEATURE"
+
+        app1 = Appliance1()
+
+        self.assertIsInstance(Appliance1.__lam_schema__["VarStrOuter"], dm.LAMField)
+        self.assertTrue(app1.__lam_schema__["VarStrOuter"].is_frozen())
+        self.assertIn("Feature1", app1.__lam_schema__["features"])
+        self.assertIn("VarStrInner", app1.__lam_schema__["features"]["Feature1"].__lam_schema__)
+        self.assertIsInstance(
+            app1.__lam_schema__["features"]["Feature1"].__lam_schema__["VarStrInner"],
+            dm.LAMField,
+        )
+        self.assertTrue(hasattr(app1, "Feature1"))
+        self.assertTrue(app1.Feature1.__lam_schema__["VarStrInner"].is_frozen())
+        self.assertTrue(hasattr(app1.Feature1, "VarStrInner"))
+
+    def test_inheritance(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            VarStrOuter: str = "testvalue APPLIANCE1"
+
+            class Feature1(dm.Feature):
+                VarStrInner: str = "testvalue FEATURE1"
+                VarInt: int = 42
+
+        print(dir(Appliance1))
+
+        class Appliance2(Appliance1):
+            VarStrOuter = "testvalue APPLIANCE2"
+
+            class Feature2(dm.Feature):
+                VarStrInner: str = "testvalue FEATURE2"
+
+        print(dir(Appliance2))
+
+        class Appliance3(Appliance2):
+            VarStrOuter = "testvalue APPLIANCE3"
+
+            class Feature1(Appliance1.Feature1):
+                VarStrInner = "testvalue FEATURE1 modded"
+
+            class Feature3(dm.Feature):
+                VarStrInner: str = "testvalue FEATURE3"
+
+        print(dir(Appliance3))
+
+        app1 = Appliance1()
+        app2 = Appliance2()
+        app3 = Appliance3()
+
+        self.assertIsInstance(Appliance1.__lam_schema__["VarStrOuter"], dm.LAMField)
+        self.assertTrue(app1.__lam_schema__["VarStrOuter"].is_frozen())
+        self.assertIn("Feature1", app1.__lam_schema__["features"])
+        self.assertIn("VarStrInner", app1.__lam_schema__["features"]["Feature1"].__lam_schema__)
+        self.assertIsInstance(
+            app1.__lam_schema__["features"]["Feature1"].__lam_schema__["VarStrInner"],
+            dm.LAMField,
+        )
+        self.assertTrue(hasattr(app1, "Feature1"))
+        self.assertTrue(app1.Feature1.__lam_schema__["VarStrInner"].is_frozen())
+        self.assertTrue(hasattr(app1.Feature1, "VarStrInner"))
+        self.assertEqual(app1.VarStrOuter, "testvalue APPLIANCE1")
+        self.assertEqual(app1.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app1.Feature1.VarInt, 42)
+        self.assertEqual(app2.VarStrOuter, "testvalue APPLIANCE2")
+        self.assertEqual(app2.Feature2.VarStrInner, "testvalue FEATURE2")
+        self.assertEqual(app3.VarStrOuter, "testvalue APPLIANCE3")
+        self.assertEqual(app3.Feature1.VarStrInner, "testvalue FEATURE1 modded")
+        self.assertEqual(app3.Feature1.VarInt, 42)
+        self.assertEqual(app3.Feature3.VarStrInner, "testvalue FEATURE3")
+
+    def test_inheritance2(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            class Feature1(dm.Feature):
+                VarStrInner: str = "testvalue FEATURE1"
+
+        # check cannot REdefine a feature from Feature
+        with self.assertRaises(dm.InvalidFeatureInheritance):
+
+            class Appliance2(Appliance1):
+                class Feature1(dm.Feature): ...
+
+        class Appliance2b(Appliance1):
+            class Feature1(Appliance1.Feature1): ...
+
+        # check only REdefine a feature from highest parent
+        with self.assertRaises(dm.InvalidFeatureInheritance):
+
+            class Appliance3(Appliance2b):
+                class Feature1(Appliance1.Feature1): ...
+
+        class Appliance3b(Appliance2b):
+            class Feature1(Appliance2b.Feature1): ...
+
+        app1 = Appliance1()
+        app2 = Appliance2b()
+        app3 = Appliance3b()
+
+        self.assertEqual(app1.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app2.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app3.Feature1.VarStrInner, "testvalue FEATURE1")
+
+        class Appliance4(Appliance3b):
+            class Feature1(Appliance3b.Feature1):
+                VarStrInner = "testvalue FEATURE4"
+
+        self.assertEqual(app1.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app2.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app3.Feature1.VarStrInner, "testvalue FEATURE1")
+
+        app4 = Appliance4()
+
+        self.assertEqual(app1.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app2.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app3.Feature1.VarStrInner, "testvalue FEATURE1")
+        self.assertEqual(app4.Feature1.VarStrInner, "testvalue FEATURE4")
+
+    def test_new_field_forbidden(self):
+        class App(dm.Appliance):
+            x: int = 1
+
+        app = App()
+        with self.assertRaises(dm.NewFieldForbidden):
+            app.y = 2
+
+    def test_inherit_declared(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        class MyF1(App.F1):
+            val = 2
+            val2: str = "toto"
+
+        app = App(F1=MyF1)
+        self.assertIsInstance(app.F1, MyF1)
+        self.assertEqual(app.F1.val, 2)
+        self.assertEqual(app.F1.val2, "toto")
+
+    def test_override_declared(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+                val2: str = "toto"
+
+        app = App(F1={"val": 42, "val2": "tata"})
+        self.assertEqual(app.F1.val, 42)
+        self.assertEqual(app.F1.val2, "tata")
+
+    def test_dict_override_type_error(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        # wrong type for val → must raise InvalidFieldValue
+        with self.assertRaises(dm.InvalidFieldValue):
+            App(F1={"val": "not-an-int"})
+
+    def test_dict_override_nonexisting_field(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        # field does not exist → must raise
+        with self.assertRaises(dm.InvalidFieldValue):
+            App(F1={"doesnotexist": 123})
+
+    def test_inheritance_with_extra_fields(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        class MyF1(App.F1):
+            val = 2
+            extra: str = "hello"
+
+        app = App(F1=MyF1)
+        self.assertEqual(app.F1.val, 2)
+        self.assertEqual(app.F1.extra, "hello")
+
+    def test_override_does_not_leak_between_instances(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        app1 = App(F1={"val": 99})
+        app2 = App()
+        self.assertEqual(app1.F1.val, 99)
+        self.assertEqual(app2.F1.val, 1)
+
+    def test_deepfreeze_nested_mixed_tuple_list(self):
+        class App(dm.Appliance):
+            data: tuple[list[int], tuple[int, list[int]]] = ([1, 2], (3, [4, 5]))
+
+        app = App()
+
+        # Top-level: must be tuple
+        self.assertIsInstance(app.data, tuple)
+
+        # First element of tuple: should have been frozen to tuple, not list
+        self.assertIsInstance(app.data[0], tuple)
+
+        # Nested second element: itself a tuple
+        self.assertIsInstance(app.data[1], tuple)
+
+        # Deepest element: inner list should also be frozen to tuple
+        self.assertIsInstance(app.data[1][1], tuple)
+
+        # Check immutability
+        with self.assertRaises(TypeError):
+            app.data[0] += (99,)  # tuples are immutable
+
+        with self.assertRaises(TypeError):
+            app.data[1][1] += (42,)  # inner tuple also immutable
+
+    def test_inacurate_type(self):
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance1(dm.Appliance):
+                SomeVar: list = []
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance2(dm.Appliance):
+                SomeVar: list[Any] = []
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance3(dm.Appliance):
+                SomeVar: list[object] = []
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance4(dm.Appliance):
+                SomeVar: dict = {}
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance5(dm.Appliance):
+                SomeVar: dict[str, Any] = {}
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance6(dm.Appliance):
+                SomeVar: dict[Any, Any] = {}
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance7(dm.Appliance):
+                SomeVar: dict[Any, str] = {}
+
+        with self.assertRaises(dm.InvalidFieldAnnotation):
+
+            class Appliance8(dm.Appliance):
+                SomeVar: dict[str, object] = {}
+
+    def test_cant_override_inherited_annotation(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        with self.assertRaises(dm.ReadOnlyFieldAnnotation):
+
+            class Extra(App.F1):
+                val: str = "test"
+
+    def test_fields_are_frozen_after_override(self):
+        class App(dm.Appliance):
+            class F(dm.Feature):
+                nums: list[int] = [1, 2]
+                tag: str = "x"
+
+        # dict override
+        app1 = App(F={"nums": [9], "tag": "y"})
+        self.assertEqual(app1.F.nums, (9,))
+        self.assertEqual(app1.F.tag, "y")
+        with self.assertRaises(AttributeError):
+            app1.F.nums.append(3)  # tuple
+
+        # subclass override
+        class F2(App.F):
+            nums = [4, 5]
+
+        app2 = App(F=F2)
+        self.assertEqual(app2.F.nums, (4, 5))
+        with self.assertRaises(dm.ReadOnlyField):
+            app2.F.nums += (6,)  # still immutable
+
+    def test_dict_partial_override_keeps_other_defaults(self):
+        class App(dm.Appliance):
+            class F(dm.Feature):
+                a: int = 1
+                b: str = "k"
+
+        app = App(F={"b": "z"})
+        self.assertEqual(app.F.a, 1)  # default remains
+        self.assertEqual(app.F.b, "z")  # overridden
+
+    def test_override_linear_chain(self):
+        # Base appliance defines Feat1
+        class A(dm.Appliance):
+            class Feat1(dm.Feature):
+                x: int = 1
+
+        # ✅ Appliance B overrides Feat1 by subclassing A.Feat1
+        class B(A):
+            class Feat1(A.Feat1):
+                y: int = 2
+
+        self.assertTrue(issubclass(B.Feat1, A.Feat1))
+
+        # ✅ Appliance C overrides Feat1 again by subclassing B.Feat1 (not A.Feat1)
+        class C(B):
+            class Feat1(B.Feat1):
+                z: int = 3
+
+        self.assertTrue(issubclass(C.Feat1, B.Feat1))
+        self.assertTrue(issubclass(C.Feat1, A.Feat1))
+
+        # ❌ Bad: D tries to override with a *fresh* Feature, not subclass of B.Feat1
+        with self.assertRaises(dm.InvalidFeatureInheritance):
+
+            class D(B):
+                class Feat1(dm.Feature):
+                    fail: str = "oops"
+
+        # ❌ Bad: E tries to override with ancestor (A.Feat1) instead of B.Feat1
+        with self.assertRaises(dm.InvalidFeatureInheritance):
+
+            class E(B):
+                class Feat1(A.Feat1):
+                    fail: str = "oops"
+
+        # ✅ New feature name in child is always fine
+        class F(B):
+            class Feat2(dm.Feature):
+                other: str = "ok"
+
+        self.assertTrue(hasattr(F, "Feat2"))
+
+    def test_override_chain_runtime_replacement(self):
+        # Build a linear chain: A -> B -> C for feature 'Feat1'
+        class A(dm.Appliance):
+            class Feat1(dm.Feature):
+                x: int = 1
+
+        class B(A):
+            class Feat1(A.Feat1):
+                y: int = 2
+
+        class C(B):
+            class Feat1(B.Feat1):
+                z: int = 3
+
+        # ✅ OK: at instantiation of C, replacing Feat1 with a subclass of the LATEST (C.Feat1)
+        class CFeat1Plus(C.Feat1):
+            w: int = 4
+
+        c_ok = C(Feat1=CFeat1Plus)
+        self.assertIsInstance(c_ok.Feat1, CFeat1Plus)
+        self.assertEqual((c_ok.Feat1.x, c_ok.Feat1.y, c_ok.Feat1.z, c_ok.Feat1.w), (1, 2, 3, 4))
+
+        # ❌ Not OK: replacing with a subclass of the ancestor (A.Feat1) — must target latest (C.Feat1)
+        class AFeat1Alt(A.Feat1):
+            pass
+
+        with self.assertRaises(dm.InvalidFieldValue):
+            C(Feat1=AFeat1Alt)
+
+        # ❌ Not OK: replacing with a subclass of the mid ancestor (B.Feat1) — still must target latest (C.Feat1)
+        class BFeat1Alt(B.Feat1):
+            pass
+
+        with self.assertRaises(dm.InvalidFieldValue):
+            C(Feat1=BFeat1Alt)
+
+    def test_inheritance_tree_and_no_leakage(self):
+        class A(dm.Appliance):
+            class F1(dm.Feature):
+                a: int = 1
+
+            class F2(dm.Feature):
+                b: int = 2
+
+        # ✅ Child inherits both features automatically
+        class B(A):
+            c: str = "extra"
+
+        b1 = B()
+        self.assertIsInstance(b1.F1, A.F1)
+        self.assertIsInstance(b1.F2, A.F2)
+        self.assertEqual((b1.F1.a, b1.F2.b, b1.c), (1, 2, "extra"))
+
+        # ✅ Override only F2, F1 should still come from A
+        class C(B):
+            class F2(B.F2):
+                bb: int = 22
+
+        c1 = C()
+        self.assertIsInstance(c1.F1, A.F1)  # unchanged
+        self.assertIsInstance(c1.F2, C.F2)  # overridden
+        self.assertEqual((c1.F1.a, c1.F2.b, c1.F2.bb), (1, 2, 22))
+
+        # ✅ No leakage: instances of B are not affected by C's override
+        b2 = B()
+        self.assertIsInstance(b2.F2, A.F2)
+        self.assertFalse(hasattr(b2.F2, "bb"))
+
+        # ✅ Adding a new feature in D is independent of previous appliances
+        class D(C):
+            class F3(dm.Feature):
+                d: int = 3
+
+        d1 = D()
+        self.assertIsInstance(d1.F1, A.F1)
+        self.assertIsInstance(d1.F2, C.F2)
+        self.assertIsInstance(d1.F3, D.F3)
+
+        # ✅ No leakage: instances of A and B should not see F3
+        a1 = A()
+        self.assertFalse(hasattr(a1, "F3"))
+        b3 = B()
+        self.assertFalse(hasattr(b3, "F3"))
+
+    def test_appliance_inheritance_tree_isolation(self):
+        class A(dm.Appliance):
+            class F1(dm.Feature):
+                a: int = 1
+
+        # Branch 1 overrides F1
+        class B(A):
+            class F1(A.F1):
+                b: int = 2
+
+        # Branch 2 also overrides F1 differently
+        class C(A):
+            class F1(A.F1):
+                c: int = 3
+
+        # ✅ Instances of B use B.F1
+        b = B()
+        self.assertIsInstance(b.F1, B.F1)
+        print(b.F1)
+        print(dir(b.F1))
+        self.assertEqual((b.F1.a, b.F1.b), (1, 2))
+        self.assertFalse(hasattr(b.F1, "c"))
+
+        # ✅ Instances of C use C.F1
+        c = C()
+        self.assertIsInstance(c.F1, C.F1)
+        self.assertEqual((c.F1.a, c.F1.c), (1, 3))
+        self.assertFalse(hasattr(c.F1, "b"))
+
+        # ✅ Base appliance A still uses its original feature
+        a = A()
+        self.assertIsInstance(a.F1, A.F1)
+        self.assertEqual(a.F1.a, 1)
+        self.assertFalse(hasattr(a.F1, "b"))
+        self.assertFalse(hasattr(a.F1, "c"))
+
+        # ✅ No leakage: B's override doesn't affect C and vice versa
+        b2 = B()
+        c2 = C()
+        self.assertTrue(hasattr(b2.F1, "b"))
+        self.assertFalse(hasattr(b2.F1, "c"))
+        self.assertTrue(hasattr(c2.F1, "c"))
+        self.assertFalse(hasattr(c2.F1, "b"))
+
+    def test_appliance_inheritance_tree_runtime_attach_isolation(self):
+        class A(dm.Appliance):
+            class F1(dm.Feature):
+                a: int = 1
+
+        class B(A):
+            class F1(A.F1):
+                b: int = 2
+
+        class C(A):
+            class F1(A.F1):
+                c: int = 3
+
+        # Define new runtime-attachable features
+        class FextraB(B.F1):
+            xb: int = 99
+
+        class FextraC(C.F1):
+            xc: int = -99
+
+        # ✅ Attach to B at instantiation
+        b = B(F1=FextraB)
+        self.assertIsInstance(b.F1, FextraB)
+        self.assertEqual((b.F1.a, b.F1.b, b.F1.xb), (1, 2, 99))
+        self.assertFalse(hasattr(b.F1, "c"))
+        self.assertFalse(hasattr(b.F1, "xc"))
+
+        # ✅ Attach to C at instantiation
+        c = C(F1=FextraC)
+        self.assertIsInstance(c.F1, FextraC)
+        self.assertEqual((c.F1.a, c.F1.c, c.F1.xc), (1, 3, -99))
+        self.assertFalse(hasattr(c.F1, "b"))
+        self.assertFalse(hasattr(c.F1, "xb"))
+
+        # ✅ Base appliance still untouched
+        a = A()
+        self.assertIsInstance(a.F1, A.F1)
+        self.assertEqual(a.F1.a, 1)
+        self.assertFalse(hasattr(a.F1, "b"))
+        self.assertFalse(hasattr(a.F1, "c"))
+        self.assertFalse(hasattr(a.F1, "xb"))
+        self.assertFalse(hasattr(a.F1, "xc"))
+
+        # ✅ Repeated instantiations stay isolated
+        b2 = B()
+        c2 = C()
+        self.assertIsInstance(b2.F1, B.F1)
+        self.assertIsInstance(c2.F1, C.F1)
+        self.assertFalse(hasattr(b2.F1, "xb"))
+        self.assertFalse(hasattr(c2.F1, "xc"))
+
+    def test_feature_dict_override_with_nested_containers(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                values: list[int] = [1, 2]
+
+        app = App(F1={"values": [5, 6]})
+        self.assertEqual(app.F1.values, (5, 6))  # deepfreeze → tuple
+
+        # Invalid type in list should fail
+        with self.assertRaises(dm.InvalidFieldValue):
+            App(F1={"values": [1, "oops"]})
+
+    def test_dict_override_with_unknown_key(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                a: int = 1
+
+        # Dict override with unknown field 'zzz'
+        with self.assertRaises(dm.InvalidFieldValue):
+            App(F1={"zzz": 42})
+
+    def test_schema_isolation_across_multiple_overrides(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                a: int = 1
+
+        class F1a(App.F1):
+            a = 10
+
+        class F1b(App.F1):
+            a = 20
+
+        app1 = App(F1=F1a)
+        self.assertIsInstance(app1.F1, F1a)
+        self.assertEqual(app1.F1.a, 10)
+
+        app2 = App(F1=F1b)
+        self.assertIsInstance(app2.F1, F1b)
+        self.assertEqual(app2.F1.a, 20)
+
+        # Original appliance schema must not be polluted
+        app3 = App()
+        self.assertIsInstance(app3.F1, App.F1)
+        self.assertEqual(app3.F1.a, 1)
+
+    def test_inheritance_with_annotated_fields(self):
+
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                a: Annotated[int, dm.LAMFieldInfo(doc="field a")] = 1
+
+        # ✅ Subclass override must inherit from parent F1
+        class F1Ex(App.F1):
+            b: str = "ok"
+
+        app = App(F1=F1Ex)
+        self.assertIsInstance(app.F1, F1Ex)
+        self.assertEqual((app.F1.a, app.F1.b), (1, "ok"))
+
+        # ❌ Wrong: fresh Feature under same name
+        with self.assertRaises(dm.InvalidFeatureInheritance):
+
+            class Bad(App):
+                class F1(dm.Feature):
+                    fail: str = "oops"
+
+
+# ---------- main ----------
+
+if __name__ == "__main__":
+    unittest.main()

test/test_feature_bind.py

@@ -0,0 +1,166 @@
+# dabmodel (c) by chacha
+#
+# dabmodel  is licensed under a
+# Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Unported License.
+#
+# You should have received a copy of the license along with this
+# work.  If not, see <https://creativecommons.org/licenses/by-nc-sa/4.0/>.
+
+import unittest
+
+from os import chdir
+from pathlib import Path
+
+from typing import (
+    Any,
+    Annotated,
+)
+from dabmodel.appliance import Appliance
+
+
+print(__name__)
+print(__package__)
+
+from src import dabmodel as dm
+
+
+testdir_path = Path(__file__).parent.resolve()
+chdir(testdir_path.parent.resolve())
+
+
+def test_initializer_safe_testfc():
+    eval("print('hi')")
+
+
+class FeatureBindTest(unittest.TestCase):
+    def setUp(self):
+        print("\n->", unittest.TestCase.id(self))
+
+    def test_simple(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            VarStrOuter: str = "testvalue APPLIANCE"
+
+            class Feature1(dm.Feature):
+                VarStrInner: str = "testvalue FEATURE"
+
+        app1 = Appliance1()
+
+        self.assertIn("Feature1", app1.__lam_schema__["features"])
+        self.assertTrue(hasattr(app1, "Feature1"))
+
+    def test_outside_bind(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            pass
+
+        class Feature1(dm.Feature, appliance=Appliance1):
+            VarStrInner: str = "testvalue FEATURE1"
+
+        app = Appliance1(feat1=Feature1)
+        self.assertEqual(app.feat1.VarStrInner, "testvalue FEATURE1")
+
+        # check it does not leak accross instances
+
+        app = Appliance1(feat2=Feature1)
+        self.assertEqual(app.feat2.VarStrInner, "testvalue FEATURE1")
+
+        with self.assertRaises(AttributeError):
+            app.feat1
+
+    def test_outside_bind2(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            pass
+
+        class Feature1(dm.Feature):
+            VarStrInner: str = "testvalue FEATURE1"
+
+        Feature1.bind_appliance(Appliance1)
+
+        app = Appliance1(feat1=Feature1)
+        self.assertEqual(app.feat1.VarStrInner, "testvalue FEATURE1")
+
+        # check it does not leak accross instances
+
+        app = Appliance1(feat2=Feature1)
+        self.assertEqual(app.feat2.VarStrInner, "testvalue FEATURE1")
+
+        with self.assertRaises(AttributeError):
+            app.feat1
+
+    def test_bind_inheritance_no_leak(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            pass
+
+        class Feature1(dm.Feature):
+            VarStrInner: str = "testvalue FEATURE1"
+
+        class Feature2(Feature1, appliance=Appliance1):
+            VarStrInner = "testvalue FEATURE2"
+
+        app = Appliance1(feat=Feature2)
+        self.assertEqual(app.feat.VarStrInner, "testvalue FEATURE2")
+
+        with self.assertRaises(dm.FeatureNotBound):
+            app = Appliance1(feat=Feature1)
+
+    def test_bind_notbound(self):
+        """Testing first appliance feature, and Field types (simple)"""
+
+        # class can be created
+        class Appliance1(dm.Appliance):
+            pass
+
+        class Feature1(dm.Feature):
+            VarStrInner: str = "testvalue FEATURE1"
+
+        with self.assertRaises(dm.FeatureNotBound):
+            Appliance1(feat1=Feature1)
+
+    def test_bind_defect(self):
+
+        class Feature1(dm.Feature):
+            pass
+
+        with self.assertRaises(dm.FeatureNotBound):
+            Feature1()
+
+    def test_not_bound_runtime_attach_fails(self):
+        class App(dm.Appliance):
+            pass
+
+        class UnboundFeature(dm.Feature):
+            x: int = 1
+
+        # attaching an unbound feature should raise
+        with self.assertRaises(dm.FeatureNotBound):
+            App(Unbound=UnboundFeature)
+
+    def test_runtime_attach_bound_success(self):
+        class App(dm.Appliance):
+            class F1(dm.Feature):
+                val: int = 1
+
+        class Extra(App.F1):  # stays bound to App
+            val = 7
+
+        app = App(Extra=Extra)
+        self.assertTrue(hasattr(app, "Extra"))
+        self.assertIsInstance(app.Extra, Extra)
+        self.assertEqual(app.Extra.val, 7)
+
+
+# ---------- main ----------
+
+if __name__ == "__main__":
+    unittest.main()

test/test_model.py

@@ -1,221 +0,0 @@
-# dabmodel (c) by chacha
-#
-# dabmodel  is licensed under a
-# Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Unported License.
-#
-# You should have received a copy of the license along with this
-# work.  If not, see <https://creativecommons.org/licenses/by-nc-sa/4.0/>.
-
-import unittest
-from os import chdir
-from pathlib import Path
-
-from pydantic import StrictInt, model_validator
-from pydantic.fields import Field
-
-print(__name__)
-print(__package__)
-
-from src import dabmodel
-from typing import Annotated, Any
-from uuid import uuid4
-import json
-from uuid import UUID
-from datetime import datetime
-
-testdir_path = Path(__file__).parent.resolve()
-chdir(testdir_path.parent.resolve())
-
-
-class UUIDEncoder(json.JSONEncoder):
-    def default(self, obj):
-        if isinstance(obj, UUID):
-            # if the obj is uuid, we simply return the value of uuid
-            return obj.hex
-        elif isinstance(obj, datetime):
-            return str(obj)
-        return json.JSONEncoder.default(self, obj)
-
-
-class MyAppliance(dabmodel.BaseAppliance):
-    app_specifi_integer_arg: Annotated[StrictInt | None, dabmodel.DABField(42)]
-
-    class MyFeature(dabmodel.BaseFeature):
-        @dabmodel.default_values_override
-        @classmethod
-        def __override_config__(cls, values):
-            print("!!! CONFIG Feature 1")
-            values["template_id"] = "421d61cb-e364-46d8-9b77-ec439f1fa666"
-            values["template_short_name"] = "my-feature-1"
-            values["template_long_name"] = "My feature template 1 !!"
-            values["template_description"] = """A very nice FEature 1"""
-
-    class MyFeature2(dabmodel.BaseFeature):
-        @dabmodel.default_values_override
-        @classmethod
-        def __override_config__(cls, values):
-            print("!!! CONFIG Feature 2")
-            values["template_id"] = "421d61cb-e364-46d8-9b77-ec439f1fa666"
-            values["template_short_name"] = "my-feature-2"
-            values["template_long_name"] = "My feature template 2 !!"
-            values["template_description"] = """A very nice FEature 2"""
-
-    @dabmodel.default_values_override
-    @classmethod
-    def __override_config__(cls, values):
-        print("!!! CONFIG Appliance 1")
-        print(f"!!!! {values['rootfs_size']}")
-        values["template_id"] = "421d61cb-e364-46d8-9b64-ec439f1faae8"
-        values["template_short_name"] = "my-app- tem 1"
-        values["template_long_name"] = "My appliance template 1 !!"
-        values["template_description"] = """A very nice Appliance 1"""
-        values["ram_size"] = 1024
-        cls.add_feature(cls.MyFeature())
-        cls.add_feature(cls.MyFeature2())
-
-
-class MyAppliance2(MyAppliance):
-    @dabmodel.default_values_override
-    @classmethod
-    def __override_config__(cls, values):
-        print("!!! CONFIG Appliance 2")
-        print(f"!!!! {values['template_id']}")
-        values["template_id"] = "421d61cb-e664-46d8-9b64-ec439f1fafff"
-        values["template_short_name"] = "my-app- tem 2"
-        values["template_long_name"] = "My appliance template 2 !!"
-        values["template_description"] = """A very nice Appliance 2"""
-        cls.del_feature(MyAppliance.MyFeature)
-        # values["features"]["MyFeature2"].template_description = """Override feature desc"""
-
-
-class MyAppliance3(dabmodel.BaseAppliance):
-
-    class MyFeature6(MyAppliance.MyFeature):
-        # testtt: Annotated[MyAppliance.MyFeature, Field(MyAppliance.MyFeature())] # error case
-        test_integer: Annotated[int, dabmodel.DABField(200, ge=0)]
-
-        @dabmodel.default_values_override
-        @classmethod
-        def __override_config__(cls, values):
-            print("!!! CONFIG Feature 1 (modified)")
-            values["template_id"] = "421d61cb-e364-46d8-9b77-ec439f1fa778"
-            values["template_short_name"] = "my-feature-1-bis"
-            values["test_integer"] = 666
-
-    class MyFeature7(dabmodel.BaseFeature):
-        # testtt: Annotated[MyAppliance.MyFeature, Field(MyAppliance.MyFeature())] # error case
-        test_integer_2: Annotated[int, dabmodel.DABField(759, ge=0)]
-
-        @dabmodel.default_values_override
-        @classmethod
-        def __override_config__(cls, values):
-            print("!!! CONFIG Feature 7")
-            values["template_id"] = "421d61cb-e364-46d8-ac55-ec439f1fa778"
-            values["template_short_name"] = "my-feature-7"
-            values["template_long_name"] = "My appliance template 7 !!"
-            values["template_description"] = """A very nice Appliance 7"""
-            values["test_integer_2"] = 3844
-
-    # testtt: Annotated[MyAppliance.MyFeature, Field(MyAppliance.MyFeature())] # error case
-
-    @dabmodel.default_values_override
-    @classmethod
-    def __override_config__(cls, values):
-        print("!!! CONFIG Appliance 3")
-        values["template_id"] = "421d61cb-e364-46d8-9b64-ec439f1faaaa"
-        values["template_short_name"] = "my-app- tem 3"
-        values["template_long_name"] = "My appliance template 3 !!"
-        values["template_description"] = """A very nice Appliance 3"""
-        values["ram_size"] = 3076
-        print("CREATE FEATURE")
-        cls.add_feature(cls.MyFeature6())
-        cls.add_feature(cls.MyFeature7())
-        print("!!! CONFIG Appliance 3 DONE")
-
-
-class MyAppliance4(MyAppliance):
-
-    class MyFeature8(dabmodel.BaseFeature):
-        # testtt: Annotated[MyAppliance.MyFeature, Field(MyAppliance.MyFeature())]  # error case (nested feature)
-        # test_integer_10: Annotated[int, dabmodel.DABField(3189, ge=0, toto="tata")] # error case (extra field)
-        test_integer_10: Annotated[int, dabmodel.DABField(3189, ge=0, toto="tata")]
-
-        @dabmodel.default_values_override
-        @classmethod
-        def __override_config__(cls, values):
-            print("!!! CONFIG Feature 8")
-            values["template_id"] = "421d61cb-e364-46d8-ac55-ec4398888778"
-            values["template_short_name"] = "my-feature-8"
-            values["template_long_name"] = "My appliance template 8 !!"
-            values["template_description"] = """A very nice Appliance 8"""
-            values["test_integer_10"] = 951753
-            # values["tete"] = 1 # error case (extra field in feature)
-
-    # testtt: Annotated[MyAppliance.MyFeature, Field(MyAppliance.MyFeature())]  # error case (feature not in features[] list)
-
-    @dabmodel.default_values_override
-    @classmethod
-    def __override_config__(cls, values):
-        print("!!! CONFIG Appliance 4")
-        values["template_id"] = "421d1234-e364-46d8-9b64-ec439f1faaaa"
-        values["template_short_name"] = "my-app-tem 4"
-        values["template_long_name"] = "My appliance template 4 !!"
-        values["template_description"] = """A very nice Appliance 4"""
-        values["ram_size"] = 954
-        print("CREATE FEATURE")
-        cls.add_feature(cls.MyFeature8())
-        print("!!! CONFIG Appliance 4 DONE")
-
-
-class TestModel(unittest.TestCase):
-    def setUp(self) -> None:
-        chdir(testdir_path.parent.resolve())
-
-    def test_version(self):
-        self.assertNotEqual(dabmodel.__version__, "?.?.?")
-
-    def test_model(self):
-
-        feature1 = MyAppliance.MyFeature()
-        print(feature1)
-        print(MyAppliance.MyFeature)
-        print(MyAppliance.MyFeature.__name__)
-        print(MyAppliance.MyFeature.__class__)
-        print("==")
-        print(feature1.model_dump_json(indent=1))
-
-        app = MyAppliance(dabinst_short_name="my-app-1", app_specifi_integer_arg=123)
-        app2 = MyAppliance2(dabinst_short_name="my-app-2", app_specifi_integer_arg=654)
-        app3 = MyAppliance3(dabinst_short_name="my-app-3", template_description="FORCED")
-
-        print(app.model_dump_json(indent=1))
-        print(app2.model_dump_json(indent=1))
-        print(app3.model_dump_json(indent=1))
-
-        app3 = MyAppliance3(dabinst_short_name="my-app-3", template_description="FORCED")
-        tmp_json = app3.dict()
-        tmp_json["features"]["MyFeature7"]["test_integer_2"] = 123
-        print(tmp_json)
-        recreated_obj = MyAppliance3.model_validate_json(json.dumps(tmp_json, cls=UUIDEncoder))
-        print(recreated_obj)
-        print(recreated_obj.model_dump_json(indent=1))
-
-        app4 = MyAppliance4(dabinst_short_name="my-app-4", template_description="FORCED2")
-        tmp_json = app4.dict()
-        tmp_json["features"]["MyFeature"]["template_description"] = "blablabla"
-        tmp_json["features"]["MyFeature2"]["template_description"] = "blablabla2"
-        print(tmp_json)
-        recreated_obj = MyAppliance4.model_validate_json(json.dumps(tmp_json, cls=UUIDEncoder))
-        print(recreated_obj)
-        print(recreated_obj.model_dump_json(indent=1))
-
-        # tmp_json["non-existing"] = "test"                 # error case
-        # tmp_json["features"]["non-existing"] = "test"     # error case
-        # tmp_json["features"]["MyFeature"]["132"] = "test" # error case
-
-        recreated_obj = MyAppliance4.model_validate_json(json.dumps(tmp_json, cls=UUIDEncoder))
-
-        # app3.add_feature(MyAppliance.MyFeature()) # error case (add_feature not callable from instance)
-
-        for name in globals().keys():
-            print(name)