| 1 |  |  | from typing import Any, List, TypeVar, Type, cast, Callable | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | from enum import Enum | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | from datetime import datetime, timedelta | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | import dateutil.parser | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | T = TypeVar("T") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | EnumT = TypeVar("EnumT", bound=Enum) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  | def from_str(x: Any) -> str: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  |     assert isinstance(x, str) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |     return x | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 17 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 18 |  |  | def from_bool(x: Any) -> bool: | 
            
                                                                        
                            
            
                                    
            
            
                | 19 |  |  |     if x is None: | 
            
                                                                        
                            
            
                                    
            
            
                | 20 |  |  |         return | 
            
                                                                        
                            
            
                                    
            
            
                | 21 |  |  |     assert isinstance(x, bool) | 
            
                                                                        
                            
            
                                    
            
            
                | 22 |  |  |     return x | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  | def from_int(x: Any) -> int: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  |     assert isinstance(x, int) and not isinstance(x, bool) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |     return x | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  | def from_datetime(x: Any) -> datetime: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |     return dateutil.parser.parse(x) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  | # 'P0DT01H44M03.313433S' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  | # using an iso 8601 lib to parse this seems like overkill | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  | def from_timedelta(x: Any) -> timedelta: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |     return timedelta( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |         hours=float(x[4:6]), minutes=float(x[7:9]), seconds=float(x[10:-1]) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  | def from_none(x: Any) -> Any: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |     assert x is None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |     return x | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  | def to_class(c: Type[T], x: Any) -> dict: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  |     assert isinstance(x, c) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |     return cast(Any, x).to_dict() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  | def from_list(f: Callable[[Any], T], x: Any) -> List[T]: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |     assert isinstance(x, list) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |     return [f(y) for y in x] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  | def from_union(fs, x): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |     for f in fs: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |         try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |             return f(x) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |         except Any: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |             pass | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |     assert False | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  | def is_type(t: Type[T], x: Any) -> T: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |     if x is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 79 |  |  |         return | 
            
                                                                                                            
                            
            
                                    
            
            
                | 80 |  |  |     assert isinstance(x, t) | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 81 |  |  |     return x | 
            
                                                        
            
                                    
            
            
                | 82 |  |  |  |