"""OpenAPI core schemas module""" import logging from collections import defaultdict import warnings from distutils.util import strtobool from functools import lru_cache from json import loads from six import iteritems from openapi_core.exceptions import ( InvalidValueType, UndefinedSchemaProperty, MissingPropertyError, InvalidValue, ) from openapi_core.models import ModelFactory log = logging.getLogger(__name__) DEFAULT_CAST_CALLABLE_GETTER = { 'integer': int, 'number': float, 'boolean': lambda x: bool(strtobool(x)), } class Schema(object): """Represents an OpenAPI Schema.""" def __init__( self, schema_type, model=None, properties=None, items=None, spec_format=None, required=False, default=None, nullable=False, enum=None): self.type = schema_type self.model = model self.properties = properties and dict(properties) or {} self.items = items self.format = spec_format self.required = required self.default = default self.nullable = nullable self.enum = enum def __getitem__(self, name): return self.properties[name] def get_cast_mapping(self): mapping = DEFAULT_CAST_CALLABLE_GETTER.copy() mapping.update({ 'array': self._unmarshal_collection, 'object': self._unmarshal_object, }) return defaultdict(lambda: lambda x: x, mapping) def cast(self, value): """Cast value to schema type""" if value is None: if not self.nullable: raise InvalidValueType( "Failed to cast value of %s to %s", value, self.type, ) return self.default cast_mapping = self.get_cast_mapping() if self.type in cast_mapping and value == '': return None cast_callable = cast_mapping[self.type] try: return cast_callable(value) except ValueError: raise InvalidValueType( "Failed to cast value of %s to %s", value, self.type, ) def unmarshal(self, value): """Unmarshal parameter from the value.""" casted = self.cast(value) if casted is None and not self.required: return None if self.enum and casted not in self.enum: raise InvalidValue( "Value of %s not in enum choices: %s", value, str(self.enum), ) return casted def _unmarshal_collection(self, value): return list(map(self.items.unmarshal, value)) def _unmarshal_object(self, value): if isinstance(value, (str, bytes)): value = loads(value) properties_keys = self.properties.keys() value_keys = value.keys() extra_props = set(value_keys) - set(properties_keys) if extra_props: raise UndefinedSchemaProperty( "Undefined properties in schema: {0}".format(extra_props)) properties = {} for prop_name, prop in iteritems(self.properties): try: prop_value = value[prop_name] except KeyError: if prop_name in self.required: raise MissingPropertyError( "Missing schema property {0}".format(prop_name)) if not prop.nullable and not prop.default: continue prop_value = prop.default properties[prop_name] = prop.unmarshal(prop_value) return ModelFactory().create(properties, name=self.model) class PropertiesGenerator(object): def __init__(self, dereferencer): self.dereferencer = dereferencer def generate(self, properties): for property_name, schema_spec in iteritems(properties): schema = self._create_schema(schema_spec) yield property_name, schema def _create_schema(self, schema_spec): return SchemaFactory(self.dereferencer).create(schema_spec) class SchemaFactory(object): def __init__(self, dereferencer): self.dereferencer = dereferencer def create(self, schema_spec): schema_deref = self.dereferencer.dereference(schema_spec) schema_type = schema_deref['type'] model = schema_deref.get('x-model', None) required = schema_deref.get('required', False) properties_spec = schema_deref.get('properties', None) items_spec = schema_deref.get('items', None) nullable = schema_deref.get('nullable', False) enum = schema_deref.get('enum', None) properties = None if properties_spec: properties = self.properties_generator.generate(properties_spec) items = None if items_spec: items = self._create_items(items_spec) return Schema( schema_type, model=model, properties=properties, items=items, required=required, nullable=nullable, enum=enum, ) @property @lru_cache() def properties_generator(self): return PropertiesGenerator(self.dereferencer) def _create_items(self, items_spec): return self.create(items_spec) class SchemaRegistry(SchemaFactory): def __init__(self, dereferencer): super(SchemaRegistry, self).__init__(dereferencer) self._schemas = {} def get_or_create(self, schema_spec): schema_deref = self.dereferencer.dereference(schema_spec) model = schema_deref.get('x-model', None) if model and model in self._schemas: return self._schemas[model], False return self.create(schema_deref), True class SchemasGenerator(object): def __init__(self, dereferencer, schemas_registry): self.dereferencer = dereferencer self.schemas_registry = schemas_registry def generate(self, schemas_spec): schemas_deref = self.dereferencer.dereference(schemas_spec) for schema_name, schema_spec in iteritems(schemas_deref): schema, _ = self.schemas_registry.get_or_create(schema_spec) yield schema_name, schema