| 1 |  |  | """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 2 |  |  | Common argument processing and arguments for Typer. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 3 |  |  | """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 4 |  |  | import enum | 
            
                                                                                                            
                            
            
                                    
            
            
                | 5 |  |  | import os | 
            
                                                                                                            
                            
            
                                    
            
            
                | 6 |  |  | from inspect import cleandoc | 
            
                                                                                                            
                            
            
                                    
            
            
                | 7 |  |  | from pathlib import Path | 
            
                                                                                                            
                            
            
                                    
            
            
                | 8 |  |  | from typing import (Any, Callable, Iterable, Mapping, Optional, Sequence, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 9 |  |  |                     TypeVar, Union) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 10 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 11 |  |  | import typer | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 12 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 13 |  |  | from mandos.model import CleverEnum | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 14 |  |  | from mandos.model.settings import MANDOS_SETTINGS | 
            
                                                                                                            
                            
            
                                    
            
            
                | 15 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 16 |  |  | T = TypeVar("T", covariant=True) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 17 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 18 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 19 |  |  | class _Args: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 20 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 21 |  |  |     def _arg(doc: str, *names, default: Optional[T] = None, req: bool = False, **kwargs): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 22 |  |  |         kwargs = dict( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 23 |  |  |             help=cleandoc(doc), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 24 |  |  |             **kwargs, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 25 |  |  |             allow_dash=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 26 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 27 |  |  |         return typer.Argument(default, **kwargs) if req else typer.Option(default, *names, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 28 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 29 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 30 |  |  |     def _path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 31 |  |  |         doc: str, *names, default: Optional[str], f: bool, d: bool, out: bool, req: bool, **kwargs | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 32 |  |  |     ): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 33 |  |  |         # if it's None, we're going to have a special default set afterward, so we'll explain it in the doc | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 34 |  |  |         if out and default is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 35 |  |  |             kwargs = dict(show_default=True, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 36 |  |  |         kwargs = { | 
            
                                                                                                            
                            
            
                                    
            
            
                | 37 |  |  |             **dict( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 38 |  |  |                 exists=not out, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 39 |  |  |                 dir_okay=d, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 40 |  |  |                 file_okay=f, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 41 |  |  |                 readable=out, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 42 |  |  |                 writable=not out, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 43 |  |  |             ), | 
            
                                                                                                            
                            
            
                                    
            
            
                | 44 |  |  |             **kwargs, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 45 |  |  |         } | 
            
                                                                                                            
                            
            
                                    
            
            
                | 46 |  |  |         return _Args._arg(doc, *names, default=default, req=req, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 47 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 48 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 49 |  |  | class Arg(_Args): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 50 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 51 |  |  |     def out_file(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 52 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 53 |  |  |             doc, *names, default=default, f=True, d=False, out=True, req=True, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 54 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 55 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 56 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 57 |  |  |     def out_dir(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 58 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 59 |  |  |             doc, *names, default=default, f=True, d=True, out=True, req=True, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 60 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 61 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 62 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 63 |  |  |     def out_path(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 64 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 65 |  |  |             doc, *names, default=default, f=True, d=True, out=False, req=True, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 66 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 67 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 68 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 69 |  |  |     def in_file(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 70 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 71 |  |  |             doc, *names, default=default, f=True, d=False, out=False, req=True, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 72 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 73 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 74 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 75 |  |  |     def in_dir(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 76 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 77 |  |  |             doc, *names, default=default, f=False, d=True, out=False, req=True, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 78 |  |  |         ) | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 79 |  |  |  | 
            
                                                                        
                            
            
                                    
            
            
                | 80 |  |  |     @staticmethod | 
            
                                                                        
                            
            
                                    
            
            
                | 81 |  |  |     def in_path(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                        
                            
            
                                    
            
            
                | 82 |  |  |         return _Args._path( | 
            
                                                                        
                            
            
                                    
            
            
                | 83 |  |  |             doc, *names, default=default, f=True, d=True, out=False, req=True, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 84 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 85 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 86 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 87 |  |  |     def x(doc: str, *names, default: Optional[T] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 88 |  |  |         return _Args._arg(doc, *names, default=default, req=True, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 89 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 90 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 91 |  |  | class Opt(_Args): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 92 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 93 |  |  |     def out_file(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 94 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 95 |  |  |             doc, *names, default=default, f=True, d=False, out=True, req=False, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 96 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 97 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 98 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 99 |  |  |     def out_dir(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 100 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 101 |  |  |             doc, *names, default=default, f=True, d=True, out=True, req=False, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 102 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 103 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 104 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 105 |  |  |     def out_path(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 106 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 107 |  |  |             doc, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 108 |  |  |             *names, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 109 |  |  |             default=default, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 110 |  |  |             f=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 111 |  |  |             d=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 112 |  |  |             out=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 113 |  |  |             req=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 114 |  |  |             exists=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 115 |  |  |             **kwargs, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 116 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 117 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 118 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 119 |  |  |     def in_file(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 120 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 121 |  |  |             doc, *names, default=default, f=True, d=False, out=False, req=False, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 122 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 123 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 124 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 125 |  |  |     def in_dir(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 126 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 127 |  |  |             doc, *names, default=default, f=False, d=True, out=False, req=False, **kwargs | 
            
                                                                                                            
                            
            
                                    
            
            
                | 128 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 129 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 130 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 131 |  |  |     def in_path(doc: str, *names, default: Optional[str] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 132 |  |  |         return _Args._path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 133 |  |  |             doc, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 134 |  |  |             *names, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 135 |  |  |             default=default, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 136 |  |  |             f=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 137 |  |  |             d=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 138 |  |  |             out=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 139 |  |  |             req=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 140 |  |  |             exists=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 141 |  |  |             **kwargs, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 142 |  |  |         ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 143 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 144 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 145 |  |  |     def val(doc: str, *names, default: Optional[T] = None, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 146 |  |  |         return _Args._arg(doc, *names, default=default, req=False, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 147 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 148 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 149 |  |  |     def flag(doc: str, *names, **kwargs): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 150 |  |  |         return _Args._arg(doc, *names, default=False, req=False, **kwargs) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 151 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 152 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 153 |  |  | def _strip(s: str) -> str: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 154 |  |  |     return s.strip().strip("'").strip('"').strip() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 155 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 156 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 157 |  |  | class CommonArgs: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 158 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 159 |  |  |     def definition_bullets(dct: Mapping[Any, Any], colon: str = ": ", indent: int = 12) -> str: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 160 |  |  |         joiner = os.linesep * 2 + " " * indent | 
            
                                                                                                            
                            
            
                                    
            
            
                | 161 |  |  |         jesus = [f" - {k}{colon}{v}" for k, v in dct.items()] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 162 |  |  |         return joiner.join(jesus) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 163 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 164 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 165 |  |  |     def definition_list(dct: Mapping[Any, Any], colon: str = ": ", sep: str = "; ") -> str: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 166 |  |  |         jesus = [f"{k}{colon}{v}" for k, v in dct.items()] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 167 |  |  |         return sep.join(jesus) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 168 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 169 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 170 |  |  |     def list( | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 171 |  |  |         lst: Iterable[Any], attr: Union[None, str, Callable[[Any], Any]] = None, sep: str = "; " | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 172 |  |  |     ) -> str: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 173 |  |  |         x = [] | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 174 |  |  |         for v in lst: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 175 |  |  |             if attr is None and isinstance(v, enum.Enum): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 176 |  |  |                 x += [v.name] | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 177 |  |  |             elif attr is None: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 178 |  |  |                 x += [str(v)] | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 179 |  |  |             elif isinstance(attr, str): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 180 |  |  |                 x += [str(getattr(v, attr))] | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 181 |  |  |             else: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 182 |  |  |                 x += [str(attr(v))] | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 183 |  |  |         return sep.join(x) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 184 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 185 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 186 |  |  |     def parse_taxon_id_or_name(taxon: Union[int, str]) -> Union[int, str]: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 187 |  |  |         if isinstance(taxon, str): | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 188 |  |  |             return taxon | 
            
                                                                                                            
                            
            
                                    
            
            
                | 189 |  |  |         elif isinstance(taxon, str) and taxon.isdigit(): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 190 |  |  |             return int(taxon) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 191 |  |  |         raise ValueError(f"Taxon {taxon} must be an ID or name") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 192 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 193 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 194 |  |  |     def parse_taxon_id(taxon: Union[int, str]) -> int: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 195 |  |  |         try: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 196 |  |  |             return int(taxon) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 197 |  |  |         except ValueError: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 198 |  |  |             raise ValueError(f"Taxon {taxon} must be an exact ID") from None | 
            
                                                                                                            
                            
            
                                    
            
            
                | 199 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 200 |  |  |     @staticmethod | 
            
                                                                                                            
                            
            
                                    
            
            
                | 201 |  |  |     def parse_taxa(taxa: str) -> Sequence[Union[int, str]]: | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 202 |  |  |         taxa = [_strip(t) for t in taxa.split(",")] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 203 |  |  |         return [CommonArgs.parse_taxon_id_or_name(t) for t in taxa] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 204 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 205 |  |  |     output_formats = r""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 206 |  |  |         The filename extension must be one of: .feather; .snappy/.parquet; | 
            
                                                                                                            
                            
            
                                    
            
            
                | 207 |  |  |         .csv, .tsv, .tab, .json (with optional .gz/.bz2/.zip/.xz); | 
            
                                                                                                            
                            
            
                                    
            
            
                | 208 |  |  |         Feather (.feather) and Parquet (.snappy) are recommended. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 209 |  |  |         If only a filename suffix is provided, only sets the format and filename suffix. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 210 |  |  |         If no extension is provided, interprets that path as a directory and uses the default format (Feather). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 211 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 212 |  |  |         Will fail if the file exists, unless `--replace` is passed. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 213 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 214 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 215 |  |  |     input_formats = r""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 216 |  |  |         The filename extension must be one of: .feather; .snappy/.parquet; | 
            
                                                                                                            
                            
            
                                    
            
            
                | 217 |  |  |         .csv, .tsv, .tab (with optional .gz/.bz2/.zip/.xz); | 
            
                                                                                                            
                            
            
                                    
            
            
                | 218 |  |  |         Feather (.feather) and Parquet (.snappy) are recommended formats. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 219 |  |  |         (Some other formats, such as .json or .h5, may be permitted but are discouraged.) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 220 |  |  |     """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 221 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 222 |  |  |     file_input = Arg.in_file("The path to a file output by `:concat` or `:search`.", "input") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 223 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 224 |  |  |     compounds = Arg.in_file( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 225 |  |  |         """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 226 |  |  |         The path to the input file. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 227 |  |  |         One of: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 228 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 229 |  |  |           (A) *.txt, *.lines, or *.list (optionally with .gz/.zip/.xz/.bz2)), with one InChI Key per line; | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 230 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 231 |  |  |           (B) A *.csv, *.tsv, *.tab file (or .gz/.zip/.xz/.bz2 variant) with a column called 'inchikey'; OR | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 232 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 233 |  |  |           (C) An Arrow *.feather file or Parquet *.snappy file with a column called 'inchikey' | 
            
                                                                                                            
                            
            
                                    
            
            
                | 234 |  |  |         """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 235 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 236 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 237 |  |  |     dir_input = Arg.in_dir( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 238 |  |  |         rf""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 239 |  |  |         The path to a directory containing files output from mandos search. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 240 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 241 |  |  |         {input_formats} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 242 |  |  |         Note that *all* matching files will be included. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 243 |  |  |         Provide ``--exclude`` if needed. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 244 |  |  |         """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 245 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 246 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 247 |  |  |     to_single = Opt.out_file( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 248 |  |  |         rf""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 249 |  |  |         The path to the output file. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 250 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 251 |  |  |         {output_formats} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 252 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 253 |  |  |         [default: <input-path>/{...}.{MANDOS_SETTINGS.default_table_suffix}.gz] | 
            
                                                                                                            
                            
            
                                    
            
            
                | 254 |  |  |         """, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 255 |  |  |         "--to", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 256 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 257 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 258 |  |  |     input_matrix: Path = Arg.in_file( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 259 |  |  |         rf""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 260 |  |  |         The path to a similarity matrix file to write to. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 261 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 262 |  |  |         {input_formats} | 
            
                                                                                                            
                            
            
                                    
            
            
                | 263 |  |  |         .txt/.txt.gz/etc. is assumed to be whitespace-delimited. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 264 |  |  |         TCompounds can be referenced by InChI Key or compound ID (matching what you provided for the search). | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 265 |  |  |         The set of compounds here must exactly match the set of compounds in the input files. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 266 |  |  |         For Excel and text formats, the first row and the first column (header and index) indicate the compounds. | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 267 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 268 |  |  |         Values must be floating-point. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 269 |  |  |         """ | 
            
                                                                                                            
                            
            
                                    
            
            
                | 270 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 271 |  |  |     replace: bool = typer.Option( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 272 |  |  |         False, help="Replace output file(s) if they exist. See also: --skip" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 273 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 274 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 275 |  |  |     taxa = Opt.val( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 276 |  |  |         r""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 277 |  |  |         The IDs or names of UniProt taxa, comma-separated. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 278 |  |  |         Taxon names and common names can be used for vertebrate species (where available). | 
            
                                                                                                            
                            
            
                                    
            
            
                | 279 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 280 |  |  |         This can have a significant effect on searches. See the docs for more info. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 281 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 282 |  |  |         [default: 7742] (Euteleostomi) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 283 |  |  |         """, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 284 |  |  |         "--taxa", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 285 |  |  |         "7742", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 286 |  |  |         show_default=False, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 287 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 288 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 289 |  |  |     seed = Opt.val(r"A random seed (integer).", "--seed", default=0) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 290 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 291 |  |  |     n_samples = Opt.val( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 292 |  |  |         "Number of bootstrap samples (positive integer).", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 293 |  |  |         "--samples", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 294 |  |  |         min=1, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 295 |  |  |         default=2000, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 296 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 297 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 298 |  |  |     exclude = Opt.val("A glob pattern matching input filenames to ignore.") | 
            
                                                                                                            
                            
            
                                    
            
            
                | 299 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 300 |  |  |     verbose: bool = Opt.flag( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 301 |  |  |         r"Configure logger to output INFO (use ``--quiet`` for less info)", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 302 |  |  |         "-v", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 303 |  |  |         "--verbose", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 304 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 305 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 306 |  |  |     quiet: bool = Opt.flag( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 307 |  |  |         r"Configure logger to output only ERROR (use ``--verbose`` for more info)", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 308 |  |  |         "-q", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 309 |  |  |         "--quiet", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 310 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 311 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 312 |  |  |     in_cache: bool = Opt.flag( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 313 |  |  |         r"Do not download any data and fail if needed data is not cached.", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 314 |  |  |         hidden=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 315 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 316 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 317 |  |  |     as_of: Optional[str] = Opt.val( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 318 |  |  |         f""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 319 |  |  |         Restrict to data that was cached as of some date and time. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 320 |  |  |         This option can be useful for reproducibility. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 321 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 322 |  |  |         Note that this should imply that underlying data sources (such as of deposition or publication) | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 323 |  |  |         are restricted by this datetime, but that is not checked. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 324 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 325 |  |  |         Examples: | 
            
                                                                                                            
                            
            
                                    
            
            
                | 326 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 327 |  |  |             - --as-of 2021-10-11T14:12:13Z | 
            
                                                                                                            
                            
            
                                    
            
            
                | 328 |  |  |             - --as-of 2021-10-11T14:12:13+14:00 | 
            
                                                                                                            
                            
            
                                    
            
            
                | 329 |  |  |             - --as-of 2021-10-11T14:12:13.496Z | 
            
                                                                                                            
                            
            
                                    
            
            
                | 330 |  |  |             - --as-of "2021-10-11 14:12:13,496,915+14:00" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 331 |  |  |             - --as-of "2021-10-11 14:12:13-8:00 [America/Los_Angeles]" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 332 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 333 |  |  |         This is a subset of ISO 8601, represented as ``YYYY-mm-dd('T'|' '):hh:MM:ss(i)Z``. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 334 |  |  |         Precision must be nanosecond or less, and ``,`` and ``.`` are equivalent as a thousands separator. | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 335 |  |  |         You can provide an IANA zone name in square brackets for context, but the offset is still required. | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 336 |  |  |         """ | 
                            
                    |  |  |  | 
                                                                                        
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 337 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 338 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 339 |  |  |     log_path = Opt.out_path( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 340 |  |  |         r""" | 
            
                                                                                                            
                            
            
                                    
            
            
                | 341 |  |  |         Also log to a file. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 342 |  |  |         The suffix can be .log, .log.gz, .log.zip, or .json, .json.gz, or .json.gz. | 
            
                                                                                                            
                            
            
                                    
            
            
                | 343 |  |  |         You can prefix the path with :LEVEL: to control the level. For example, ``:INFO:out.log`` | 
            
                                                                                                            
                            
            
                                    
            
            
                | 344 |  |  |         """, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 345 |  |  |         "--log", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 346 |  |  |         show_default=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 347 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 348 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 349 |  |  |     no_setup: bool = Opt.flag( | 
            
                                                                                                            
                            
            
                                    
            
            
                | 350 |  |  |         r"Skip setup, such as configuring logging.", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 351 |  |  |         "--no-setup", | 
            
                                                                                                            
                            
            
                                    
            
            
                | 352 |  |  |         hidden=True, | 
            
                                                                                                            
                            
            
                                    
            
            
                | 353 |  |  |     ) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 354 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 355 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 356 |  |  | cli = typer.Typer() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 357 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 358 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 359 |  |  | @cli.command() | 
            
                                                                                                            
                            
            
                                    
            
            
                | 360 |  |  | def run( | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 361 |  |  |     path: Path = CommonArgs.dir_input, | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 362 |  |  |     x=CommonArgs.log_path, | 
                            
                    |  |  |  | 
                                                                                        
                                                                                            
                                                                                     | 
            
                                                                                                            
                            
            
                                    
            
            
                | 363 |  |  | ): | 
            
                                                                                                            
                            
            
                                    
            
            
                | 364 |  |  |     pass | 
            
                                                                                                            
                            
            
                                    
            
            
                | 365 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 366 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 367 |  |  | if __name__ == "__main__": | 
            
                                                                                                            
                            
            
                                    
            
            
                | 368 |  |  |     typer.run(run) | 
            
                                                                                                            
                            
            
                                    
            
            
                | 369 |  |  |  | 
            
                                                                                                            
                            
            
                                    
            
            
                | 370 |  |  |  | 
            
                                                                                                            
                                                                
            
                                    
            
            
                | 371 |  |  | __all__ = ["CommonArgs", "Arg", "Opt"] | 
            
                                                        
            
                                    
            
            
                | 372 |  |  |  |