import hypothesis.strategies as st import random def generate_native_type(field): if field == 'bool': return st.booleans() elif field == 'int8': return st.integers(min_value=-2**7, max_value=2**7-1) elif field == 'int16': return st.integers(min_value=-2**15, max_value=2**15-1) elif field == 'int32': return st.integers(min_value=-2**31, max_value=2**31-1) elif field == 'int64': return st.integers(min_value=-2**63, max_value=2**63-1) elif field == 'uint8': return st.integers(min_value=0, max_value=2**8-1) elif field == 'uint16': return st.integers(min_value=0, max_value=2**16-1) elif field == 'uint32': return st.integers(min_value=0, max_value=2**32-1) elif field == 'uint64': return st.integers(min_value=0, max_value=2**64-1) elif field == 'float32': return st.floats(width=32) elif field == 'float64': return st.floats(width=64) elif field == 'text': return st.text(max_size=1000) elif field == 'data': return st.text(max_size=1000) elif field == 'anyPointer': return st.text() else: raise NotImplementedError(f'Invalid type : {field}') def generate_field(field): def rec(field_type): if field_type.which() == 'struct': return generate_struct(field.schema.elementType if base_type == 'list' else field.schema) elif field_type.which() == 'list': return st.lists(rec(field_type.list.elementType)) elif field_type.which() == 'enum': schema = field.schema.elementType if base_type == 'list' else field.schema return st.sampled_from(list(schema.enumerants.keys())) else: return generate_native_type(field_type.which()) if 'slot' in field.proto.to_dict(): base_type = field.proto.slot.type.which() return rec(field.proto.slot.type) else: return generate_struct(field.schema) def generate_struct(schema): full_fill = list(schema.non_union_fields) if schema.non_union_fields else [] single_fill = [random.choice(schema.union_fields)] if schema.union_fields else [] return st.fixed_dictionaries(dict((field, generate_field(schema.fields[field])) for field in full_fill + single_fill)) def get_random_msg(struct): return generate_struct(struct.schema)