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model_generic.mustache
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from __future__ import annotations
import pprint
import re # noqa: F401
import json
{{#vendorExtensions.x-py-other-imports}}
{{{.}}}
{{/vendorExtensions.x-py-other-imports}}
{{#vendorExtensions.x-py-model-imports}}
{{{.}}}
{{/vendorExtensions.x-py-model-imports}}
from typing import Optional, Set
from typing_extensions import Self
{{#useCustomTemplateCode}}
from typing import Tuple, Union
import io
from pydantic import StrictBool
{{/useCustomTemplateCode}}
{{#hasChildren}}
{{#discriminator}}
{{! If this model is a super class, importlib is used. So import the necessary modules for the type here. }}
from typing import TYPE_CHECKING
if TYPE_CHECKING:
{{#mappedModels}}
from {{packageName}}.models.{{model.classFilename}} import {{modelName}}
{{/mappedModels}}
{{/discriminator}}
{{/hasChildren}}
class {{classname}}({{#parent}}{{{.}}}{{/parent}}{{^parent}}BaseModel{{/parent}}):
"""
{{#description}}{{{description}}}{{/description}}{{^description}}{{{classname}}}{{/description}}
""" # noqa: E501
{{#vars}}
{{^useCustomTemplateCode}}
{{name}}: {{{vendorExtensions.x-py-typing}}}
{{/useCustomTemplateCode}}
{{#useCustomTemplateCode}}
{{name}}: {{#vendorExtensions.x-int-or-string}}Union[StrictStr, StrictInt{{#isNullable}}, None{{/isNullable}}]{{#description}} = Field(description="{{{description}}}"){{/description}}{{/vendorExtensions.x-int-or-string}}{{^vendorExtensions.x-int-or-string}}{{{vendorExtensions.x-py-typing}}}{{/vendorExtensions.x-int-or-string}}
{{/useCustomTemplateCode}}
{{/vars}}
{{#isAdditionalPropertiesTrue}}
additional_properties: Dict[str, Any] = {}
{{/isAdditionalPropertiesTrue}}
__properties: ClassVar[List[str]] = [{{#allVars}}"{{baseName}}"{{^-last}}, {{/-last}}{{/allVars}}]
{{#vars}}
{{#vendorExtensions.x-regex}}
@field_validator('{{{name}}}')
def {{{name}}}_validate_regular_expression(cls, value):
"""Validates the regular expression"""
{{^required}}
if value is None:
return value
{{/required}}
{{#required}}
{{#isNullable}}
if value is None:
return value
{{/isNullable}}
{{/required}}
if not re.match(r"{{{.}}}", value{{#vendorExtensions.x-modifiers}} ,re.{{{.}}}{{/vendorExtensions.x-modifiers}}):
raise ValueError(r"must validate the regular expression {{{vendorExtensions.x-pattern}}}")
return value
{{/vendorExtensions.x-regex}}
{{#isEnum}}
@field_validator('{{{name}}}')
def {{{name}}}_validate_enum(cls, value):
"""Validates the enum"""
{{^required}}
if value is None:
return value
{{/required}}
{{#required}}
{{#isNullable}}
if value is None:
return value
{{/isNullable}}
{{/required}}
{{#isContainer}}
{{#isArray}}
for i in value:
if i not in set([{{#allowableValues}}{{#enumVars}}{{{value}}}{{^-last}}, {{/-last}}{{/enumVars}}{{/allowableValues}}]):
raise ValueError("each list item must be one of ({{#allowableValues}}{{#enumVars}}{{{value}}}{{^-last}}, {{/-last}}{{/enumVars}}{{/allowableValues}})")
{{/isArray}}
{{#isMap}}
for i in value.values():
if i not in set([{{#allowableValues}}{{#enumVars}}{{{value}}}{{^-last}}, {{/-last}}{{/enumVars}}{{/allowableValues}}]):
raise ValueError("dict values must be one of enum values ({{#allowableValues}}{{#enumVars}}{{{value}}}{{^-last}}, {{/-last}}{{/enumVars}}{{/allowableValues}})")
{{/isMap}}
{{/isContainer}}
{{^isContainer}}
if value not in set([{{#allowableValues}}{{#enumVars}}{{{value}}}{{^-last}}, {{/-last}}{{/enumVars}}{{/allowableValues}}]):
raise ValueError("must be one of enum values ({{#allowableValues}}{{#enumVars}}{{{value}}}{{^-last}}, {{/-last}}{{/enumVars}}{{/allowableValues}})")
{{/isContainer}}
return value
{{/isEnum}}
{{/vars}}
model_config = ConfigDict(
populate_by_name=True,
validate_assignment=True,
protected_namespaces=(),
{{#useCustomTemplateCode}}
arbitrary_types_allowed=True,
{{/useCustomTemplateCode}}
)
{{#hasChildren}}
{{#discriminator}}
# JSON field name that stores the object type
__discriminator_property_name: ClassVar[str] = '{{discriminator.propertyBaseName}}'
# discriminator mappings
__discriminator_value_class_map: ClassVar[Dict[str, str]] = {
{{#mappedModels}}'{{{mappingName}}}': '{{{modelName}}}'{{^-last}},{{/-last}}{{/mappedModels}}
}
@classmethod
def get_discriminator_value(cls, obj: Dict[str, Any]) -> Optional[str]:
"""Returns the discriminator value (object type) of the data"""
discriminator_value = obj[cls.__discriminator_property_name]
if discriminator_value:
return cls.__discriminator_value_class_map.get(discriminator_value)
else:
return None
{{/discriminator}}
{{/hasChildren}}
def to_str(self) -> str:
"""Returns the string representation of the model using alias"""
return pprint.pformat(self.model_dump(by_alias=True))
def to_json(self) -> str:
"""Returns the JSON representation of the model using alias"""
# TODO: pydantic v2: use .model_dump_json(by_alias=True, exclude_unset=True) instead
return json.dumps(self.to_dict())
{{#useCustomTemplateCode}}
def to_json_form_params(self, excluded_fields: Set[str] = None) -> List[Tuple[str, str]]:
data: List[Tuple[str, str]] = []
for key, value in self.to_dict(excluded_fields).items():
if isinstance(value, (int, str, bool)):
data.append((key, value))
else:
data.append((key, json.dumps(value, ensure_ascii=False)))
return data
{{/useCustomTemplateCode}}
@classmethod
def from_json(cls, json_str: str) -> Optional[{{^hasChildren}}Self{{/hasChildren}}{{#hasChildren}}{{#discriminator}}Union[{{#mappedModels}}{{{modelName}}}{{^-last}}, {{/-last}}{{/mappedModels}}]{{/discriminator}}{{^discriminator}}Self{{/discriminator}}{{/hasChildren}}]:
"""Create an instance of {{{classname}}} from a JSON string"""
return cls.from_dict(json.loads(json_str))
def to_dict(self{{#useCustomTemplateCode}}, excluded_fields: Set[str] = None{{/useCustomTemplateCode}}) -> Dict[str, Any]:
"""Return the dictionary representation of the model using alias.
This has the following differences from calling pydantic's
`self.model_dump(by_alias=True)`:
* `None` is only added to the output dict for nullable fields that
were set at model initialization. Other fields with value `None`
are ignored.
{{#vendorExtensions.x-py-readonly}}
* OpenAPI `readOnly` fields are excluded.
{{/vendorExtensions.x-py-readonly}}
{{#isAdditionalPropertiesTrue}}
* Fields in `self.additional_properties` are added to the output dict.
{{/isAdditionalPropertiesTrue}}
"""
{{^useCustomTemplateCode}}
excluded_fields: Set[str] = set([
{{#vendorExtensions.x-py-readonly}}
"{{{.}}}",
{{/vendorExtensions.x-py-readonly}}
{{#isAdditionalPropertiesTrue}}
"additional_properties",
{{/isAdditionalPropertiesTrue}}
])
{{/useCustomTemplateCode}}
_dict = self.model_dump(
by_alias=True,
exclude=excluded_fields,
exclude_none=True,
)
{{#allVars}}
{{#isContainer}}
{{#isArray}}
{{#items.isArray}}
{{^items.items.isPrimitiveType}}
# override the default output from pydantic by calling `to_dict()` of each item in {{{name}}} (list of list)
_items = []
if self.{{{name}}}:
for _item_{{{name}}} in self.{{{name}}}:
if _item_{{{name}}}:
_items.append(
[_inner_item.to_dict() for _inner_item in _item_{{{name}}} if _inner_item is not None]
)
_dict['{{{baseName}}}'] = _items
{{/items.items.isPrimitiveType}}
{{/items.isArray}}
{{^items.isArray}}
{{^items.isPrimitiveType}}
{{^items.isEnumOrRef}}
# override the default output from pydantic by calling `to_dict()` of each item in {{{name}}} (list)
_items = []
if self.{{{name}}}:
for _item_{{{name}}} in self.{{{name}}}:
if _item_{{{name}}}:
_items.append(_item_{{{name}}}.to_dict())
_dict['{{{baseName}}}'] = _items
{{/items.isEnumOrRef}}
{{/items.isPrimitiveType}}
{{/items.isArray}}
{{/isArray}}
{{#isMap}}
{{#items.isArray}}
{{^items.items.isPrimitiveType}}
# override the default output from pydantic by calling `to_dict()` of each value in {{{name}}} (dict of array)
_field_dict_of_array = {}
if self.{{{name}}}:
for _key_{{{name}}} in self.{{{name}}}:
if self.{{{name}}}[_key_{{{name}}}] is not None:
_field_dict_of_array[_key_{{{name}}}] = [
_item.to_dict() for _item in self.{{{name}}}[_key_{{{name}}}]
]
_dict['{{{baseName}}}'] = _field_dict_of_array
{{/items.items.isPrimitiveType}}
{{/items.isArray}}
{{^items.isArray}}
{{^items.isPrimitiveType}}
{{^items.isEnumOrRef}}
# override the default output from pydantic by calling `to_dict()` of each value in {{{name}}} (dict)
_field_dict = {}
if self.{{{name}}}:
for _key_{{{name}}} in self.{{{name}}}:
if self.{{{name}}}[_key_{{{name}}}]:
_field_dict[_key_{{{name}}}] = self.{{{name}}}[_key_{{{name}}}].to_dict()
_dict['{{{baseName}}}'] = _field_dict
{{/items.isEnumOrRef}}
{{/items.isPrimitiveType}}
{{/items.isArray}}
{{/isMap}}
{{/isContainer}}
{{^isContainer}}
{{^isPrimitiveType}}
{{^isEnumOrRef}}
# override the default output from pydantic by calling `to_dict()` of {{{name}}}
if self.{{{name}}}:
_dict['{{{baseName}}}'] = self.{{{name}}}.to_dict()
{{/isEnumOrRef}}
{{/isPrimitiveType}}
{{/isContainer}}
{{/allVars}}
{{#isAdditionalPropertiesTrue}}
# puts key-value pairs in additional_properties in the top level
if self.additional_properties is not None:
for _key, _value in self.additional_properties.items():
_dict[_key] = _value
{{/isAdditionalPropertiesTrue}}
{{^useCustomTemplateCode}}
{{#allVars}}
{{#isNullable}}
# set to None if {{{name}}} (nullable) is None
# and model_fields_set contains the field
if self.{{name}} is None and "{{{name}}}" in self.model_fields_set:
_dict['{{{baseName}}}'] = None
{{/isNullable}}
{{/allVars}}
{{/useCustomTemplateCode}}
return _dict
{{#hasChildren}}
@classmethod
def from_dict(cls, obj: Dict[str, Any]) -> Optional[{{#discriminator}}Union[{{#mappedModels}}{{{modelName}}}{{^-last}}, {{/-last}}{{/mappedModels}}]{{/discriminator}}{{^discriminator}}Self{{/discriminator}}]:
"""Create an instance of {{{classname}}} from a dict"""
{{#discriminator}}
# look up the object type based on discriminator mapping
object_type = cls.get_discriminator_value(obj)
{{#mappedModels}}
if object_type == '{{{modelName}}}':
return import_module("{{packageName}}.models.{{model.classFilename}}").{{modelName}}.from_dict(obj)
{{/mappedModels}}
raise ValueError("{{{classname}}} failed to lookup discriminator value from " +
json.dumps(obj) + ". Discriminator property name: " + cls.__discriminator_property_name +
", mapping: " + json.dumps(cls.__discriminator_value_class_map))
{{/discriminator}}
{{/hasChildren}}
{{^hasChildren}}
@classmethod
def from_dict(cls, obj: Optional[Dict[str, Any]]) -> Optional[Self]:
"""Create an instance of {{{classname}}} from a dict"""
if obj is None:
return None
if not isinstance(obj, dict):
return cls.model_validate(obj)
{{#disallowAdditionalPropertiesIfNotPresent}}
{{^isAdditionalPropertiesTrue}}
# raise errors for additional fields in the input
for _key in obj.keys():
if _key not in cls.__properties:
raise ValueError("Error due to additional fields (not defined in {{classname}}) in the input: " + _key)
{{/isAdditionalPropertiesTrue}}
{{/disallowAdditionalPropertiesIfNotPresent}}
_obj = cls.model_validate({
{{#allVars}}
{{#isContainer}}
{{#isArray}}
{{#items.isArray}}
{{#items.items.isPrimitiveType}}
"{{{baseName}}}": obj.get("{{{baseName}}}"){{^-last}},{{/-last}}
{{/items.items.isPrimitiveType}}
{{^items.items.isPrimitiveType}}
"{{{baseName}}}": [
[{{{items.items.dataType}}}.from_dict(_inner_item) for _inner_item in _item]
for _item in obj["{{{baseName}}}"]
] if obj.get("{{{baseName}}}") is not None else None{{^-last}},{{/-last}}
{{/items.items.isPrimitiveType}}
{{/items.isArray}}
{{^items.isArray}}
{{^items.isPrimitiveType}}
{{#items.isEnumOrRef}}
"{{{baseName}}}": obj.get("{{{baseName}}}"){{^-last}},{{/-last}}
{{/items.isEnumOrRef}}
{{^items.isEnumOrRef}}
"{{{baseName}}}": [{{{items.dataType}}}.from_dict(_item) for _item in obj["{{{baseName}}}"]] if obj.get("{{{baseName}}}") is not None else None{{^-last}},{{/-last}}
{{/items.isEnumOrRef}}
{{/items.isPrimitiveType}}
{{#items.isPrimitiveType}}
"{{{baseName}}}": obj.get("{{{baseName}}}"){{^-last}},{{/-last}}
{{/items.isPrimitiveType}}
{{/items.isArray}}
{{/isArray}}
{{#isMap}}
{{^items.isPrimitiveType}}
{{^items.isEnumOrRef}}
{{#items.isContainer}}
{{#items.isMap}}
"{{{baseName}}}": dict(
(_k, dict(
(_ik, {{{items.items.dataType}}}.from_dict(_iv))
for _ik, _iv in _v.items()
)
if _v is not None
else None
)
for _k, _v in obj.get("{{{baseName}}}").items()
)
if obj.get("{{{baseName}}}") is not None
else None{{^-last}},{{/-last}}
{{/items.isMap}}
{{#items.isArray}}
"{{{baseName}}}": dict(
(_k,
[{{{items.items.dataType}}}.from_dict(_item) for _item in _v]
if _v is not None
else None
)
for _k, _v in obj.get("{{{baseName}}}", {}).items()
){{^-last}},{{/-last}}
{{/items.isArray}}
{{/items.isContainer}}
{{^items.isContainer}}
"{{{baseName}}}": dict(
(_k, {{{items.dataType}}}.from_dict(_v))
for _k, _v in obj["{{{baseName}}}"].items()
)
if obj.get("{{{baseName}}}") is not None
else None{{^-last}},{{/-last}}
{{/items.isContainer}}
{{/items.isEnumOrRef}}
{{#items.isEnumOrRef}}
"{{{baseName}}}": dict((_k, _v) for _k, _v in obj.get("{{{baseName}}}").items()) if obj.get("{{{baseName}}}") is not None else None{{^-last}},{{/-last}}
{{/items.isEnumOrRef}}
{{/items.isPrimitiveType}}
{{#items.isPrimitiveType}}
"{{{baseName}}}": obj.get("{{{baseName}}}"){{^-last}},{{/-last}}
{{/items.isPrimitiveType}}
{{/isMap}}
{{/isContainer}}
{{^isContainer}}
{{^isPrimitiveType}}
{{^isEnumOrRef}}
"{{{baseName}}}": {{{dataType}}}.from_dict(obj["{{{baseName}}}"]) if obj.get("{{{baseName}}}") is not None else None{{^-last}},{{/-last}}
{{/isEnumOrRef}}
{{#isEnumOrRef}}
"{{{baseName}}}": obj.get("{{{baseName}}}"){{#defaultValue}} if obj.get("{{baseName}}") is not None else {{defaultValue}}{{/defaultValue}}{{^-last}},{{/-last}}
{{/isEnumOrRef}}
{{/isPrimitiveType}}
{{#isPrimitiveType}}
{{#defaultValue}}
"{{{baseName}}}": obj.get("{{{baseName}}}") if obj.get("{{{baseName}}}") is not None else {{{defaultValue}}}{{^-last}},{{/-last}}
{{/defaultValue}}
{{^defaultValue}}
"{{{baseName}}}": obj.get("{{{baseName}}}"){{^-last}},{{/-last}}
{{/defaultValue}}
{{/isPrimitiveType}}
{{/isContainer}}
{{/allVars}}
})
{{#isAdditionalPropertiesTrue}}
# store additional fields in additional_properties
for _key in obj.keys():
if _key not in cls.__properties:
_obj.additional_properties[_key] = obj.get(_key)
{{/isAdditionalPropertiesTrue}}
return _obj
{{/hasChildren}}
{{#useCustomTemplateCode}}
{{^discriminator}}
@classmethod
def init(cls, data: Any) -> Self:
"""
Attempt to instantiate and hydrate a new instance of this class
"""
if isinstance(data, str):
data = json.loads(data)
return cls.from_dict(data)
{{/discriminator}}
@classmethod
def openapi_types(cls) -> Dict[str, str]:
return {
{{#requiredVars}}
"{{name}}": "({{#vendorExtensions.x-int-or-string}}int, str{{/vendorExtensions.x-int-or-string}}{{^vendorExtensions.x-int-or-string}}{{{dataType}}}{{/vendorExtensions.x-int-or-string}},)",
{{/requiredVars}}
{{#optionalVars}}
"{{name}}": "({{#vendorExtensions.x-int-or-string}}int, str{{/vendorExtensions.x-int-or-string}}{{^vendorExtensions.x-int-or-string}}{{{dataType}}}{{/vendorExtensions.x-int-or-string}},)",
{{/optionalVars}}
}
@classmethod
def openapi_type_is_array(cls, property_name: str) -> bool:
return property_name in [
{{#vars}}
{{#isArray}}
"{{{name}}}",
{{/isArray}}
{{/vars}}
]
{{/useCustomTemplateCode}}
{{#vendorExtensions.x-py-postponed-model-imports.size}}
{{#vendorExtensions.x-py-postponed-model-imports}}
{{{.}}}
{{/vendorExtensions.x-py-postponed-model-imports}}
# TODO: Rewrite to not use raise_errors
{{classname}}.model_rebuild(raise_errors=False)
{{/vendorExtensions.x-py-postponed-model-imports.size}}