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sdk-notion/notion/orm/mapping/database.py
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from typing import Dict, Any, Optional, Callable, ClassVar, TypeVar, Type
from pydantic import BaseModel, field_validator
T = TypeVar('T', bound='NotionDatabase')
class NotionConfigMeta:
"Metadados de configuração da database do Notion"
def __init__(self, config_class):
self.database_id : Optional[str] = getattr(config_class, 'database_id', None)
self.mappings : Dict[str, Any] = getattr(config_class, 'mappings', {})
self.validators : Dict[str, Callable] = getattr(config_class, 'validators', {})
self.computed : Dict[str, Callable] = getattr(config_class, 'computed', {})
transformers_config: Dict[str, Callable] = getattr(config_class, 'transformers', {})
# Processa mappings para separar nome e transformer
self.field_mappings : Dict[str, str] = {}
self.transformers : Dict[str, Callable] = {}
for field_name, mapping in self.mappings.items():
if isinstance(mapping, str):
# Mapping simples: "field": "Notion Name"
self.field_mappings[field_name] = mapping
elif isinstance(mapping, tuple) and len(mapping) == 2:
# Mapping com transformer: "field": ("Notion Name", lambda x: ...)
self.field_mappings[field_name] = mapping[0]
self.transformers[field_name] = mapping[1]
else:
raise ValueError(
f"Mapping inválido para '{field_name}'. "
f"Use: 'Notion Name' ou ('Notion Name', transformer_func)"
)
self.transformers.update(transformers_config)
class NotionDatabaseMeta(type(BaseModel)):
"Metaclass que processa a classe e injeta funcionalidades do Notion"
_notion_config: NotionConfigMeta
def __new__(mcs, name, bases, namespace, **kwargs):
# Cria a classe Pydantic
cls = super().__new__(mcs, name, bases, namespace, **kwargs)
# Se tem NotionConfig, processa
if hasattr(cls, 'NotionConfig'):
config = NotionConfigMeta(cls.NotionConfig)
# Injeta o config processado
cls._notion_config = config # type: ignore
if not config.database_id:
raise AttributeError("Database ID is missing")
# Injeta validators customizados do NotionConfig
if config.validators:
for field_name, validator_func in config.validators.items():
# Cria um validator Pydantic dinâmico
validator_name = f'validate_{field_name}_notion'
def make_validator(func):
def validator(cls, v):
return func(v)
return field_validator(field_name)(validator)
setattr(cls, validator_name, make_validator(validator_func))
return cls
class NotionDatabase(BaseModel, metaclass = NotionDatabaseMeta):
"""
Classe base para schemas de databases do Notion.
Uso:
----
class AccountsDB(NotionDatabase):
name: str
credit: float
type: List[str]
class NotionConfig:
mappings = {
"name": "Name",
"credit": "Credit",
"type": ("Type", lambda x: [s["name"] for s in x] if x else [])
}
"""
_notion_config: ClassVar[NotionConfigMeta]
@classmethod
def from_notion_page(
cls : Type[T],
page_properties : Dict[str, Any],
page_parser : Optional[Callable] = None
) -> Optional[T]:
"""
Cria uma instância do schema a partir de propriedades parseadas do Notion.
Args:
page_properties: Dict com propriedades já parseadas pelo PropertyExtractor
page_parser: Função de parsing (se as propriedades ainda não foram parseadas)
Returns:
Instância do schema ou None se parsing falhar
"""
if not hasattr(cls, '_notion_config'):
raise AttributeError(
f"{cls.__name__} não tem NotionConfig definido. "
f"Adicione uma subclasse NotionConfig com os mappings."
)
config: NotionConfigMeta = cls._notion_config
# Se recebeu a página raw, faz o parsing
if page_parser and 'properties' in page_properties:
page_properties = page_parser(page_properties)
if not page_properties:
return None
result = {}
# Processa campos mapeados
for field_name, notion_name in config.field_mappings.items():
raw_value = page_properties.get(notion_name)
# Aplica transformer se existir
if field_name in config.transformers:
value = config.transformers[field_name](raw_value)
else:
value = raw_value
result[field_name] = value
# Cria instância temporária para computed fields
instance = cls(**result)
# Processa computed fields
for field_name, compute_func in config.computed.items():
computed_value = compute_func(instance)
result[field_name] = computed_value
# Retorna instância final com computed fields
return cls(**result)
@classmethod
def get_database_id(cls) -> str:
"Retorna o nome da database no Notion"
if hasattr(cls, '_notion_config'):
return cls._notion_config.database_id or cls.__name__
return cls.__name__
@classmethod
def get_notion_field_name(cls,
python_field : str
) -> Optional[str]:
"Retorna o nome do campo no Notion a partir do nome Python"
if hasattr(cls, '_notion_config'):
return cls._notion_config.field_mappings.get(python_field)
return None
@classmethod
def get_all_mappings(cls) -> Dict[str, str]:
"Retorna todos os mappings field_python -> field_notion"
if hasattr(cls, '_notion_config'):
return cls._notion_config.field_mappings.copy()
return {}
__all__ = ["NotionDatabase"]