from strictyaml.ruamel.comments import CommentedSeq, CommentedMap from strictyaml.compound import FixedSeq, Map from strictyaml.validators import Validator from strictyaml.exceptions import YAMLSerializationError from strictyaml.scalar import Bool, EmptyDict, EmptyList, Float, Int, Str def schema_from_document(document): if isinstance(document, CommentedMap): return Map( {key: schema_from_document(value) for key, value in document.items()} ) elif isinstance(document, CommentedSeq): return FixedSeq([schema_from_document(item) for item in document]) else: return Str() def schema_from_data(data, allow_empty): if isinstance(data, dict): if len(data) == 0: if allow_empty: return EmptyDict() raise YAMLSerializationError( "Empty dicts are not serializable to StrictYAML unless schema is used." ) return Map( {key: schema_from_data(value, allow_empty) for key, value in data.items()} ) elif isinstance(data, list): if len(data) == 0: if allow_empty: return EmptyList() raise YAMLSerializationError( "Empty lists are not serializable to StrictYAML unless schema is used." ) return FixedSeq([schema_from_data(item, allow_empty) for item in data]) elif isinstance(data, bool): return Bool() elif isinstance(data, int): return Int() elif isinstance(data, float): return Float() else: return Str() class Any(Validator): """ Validates any YAML and returns simple dicts/lists of strings. """ def validate(self, chunk): return schema_from_document(chunk.contents)(chunk) def to_yaml(self, data, allow_empty=False): """ Args: allow_empty (bool): True to allow EmptyDict and EmptyList in the schema generated from the data. """ return schema_from_data(data, allow_empty=allow_empty).to_yaml(data) @property def key_validator(self): return Str()