| Total Complexity | 55 |
| Total Lines | 577 |
| Duplicated Lines | 77.3 % |
| Changes | 0 | ||
Duplicate code is one of the most pungent code smells. A rule that is often used is to re-structure code once it is duplicated in three or more places.
Common duplication problems, and corresponding solutions are:
Complex classes like barentsz._discover often do a lot of different things. To break such a class down, we need to identify a cohesive component within that class. A common approach to find such a component is to look for fields/methods that share the same prefixes, or suffixes.
Once you have determined the fields that belong together, you can apply the Extract Class refactoring. If the component makes sense as a sub-class, Extract Subclass is also a candidate, and is often faster.
| 1 | import glob |
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| 2 | import re |
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| 3 | import sys |
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| 4 | from importlib import import_module |
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| 5 | from inspect import ( |
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| 6 | getmembers, |
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| 7 | isclass, |
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| 8 | isfunction, |
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| 9 | ismethod, |
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| 10 | ) |
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| 11 | from pathlib import Path |
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| 12 | from typing import ( |
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| 13 | Any, |
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| 14 | Callable, |
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| 15 | Dict, |
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| 16 | Iterable, |
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| 17 | List, |
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| 18 | Optional, |
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| 19 | Set, |
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| 20 | Tuple, |
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| 21 | Type, |
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| 22 | TypeVar, |
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| 23 | Union, |
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| 24 | ) |
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| 25 | |||
| 26 | from typish import ( |
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| 27 | Module, |
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| 28 | instance_of, |
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| 29 | subclass_of, |
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| 30 | ) |
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| 31 | |||
| 32 | from barentsz._attribute import Attribute |
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| 33 | from barentsz._here import here |
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| 34 | from barentsz._typings import ClsPredicate |
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| 35 | |||
| 36 | |||
| 37 | View Code Duplication | def discover( |
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|
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| 38 | source: Any = None, |
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| 39 | *, |
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| 40 | what: Any = List[type], |
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| 41 | **kwargs: dict, |
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| 42 | ) -> list: |
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| 43 | """ |
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| 44 | Convenience function for discovering types in some source. If not source |
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| 45 | is given, the directory is used in which the calling module is located. |
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| 46 | |||
| 47 | Args: |
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| 48 | source: the source in which is searched or the directory of the |
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| 49 | caller if None. |
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| 50 | what: the type that is to be discovered. |
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| 51 | **kwargs: any keyword argument that is passed on. |
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| 52 | |||
| 53 | Returns: a list of discoveries. |
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| 54 | |||
| 55 | """ |
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| 56 | source = source or here(1) |
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| 57 | |||
| 58 | delegates = [ |
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| 59 | (List[type], _discover_list), |
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| 60 | (list, _discover_list), |
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| 61 | (List, _discover_list), |
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| 62 | ] |
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| 63 | |||
| 64 | for tuple_ in delegates: |
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| 65 | type_, delegate = tuple_ |
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| 66 | if subclass_of(what, type_): |
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| 67 | return delegate(what, source, **kwargs) |
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| 68 | |||
| 69 | accepted_types = ', '.join(['`{}`'.format(delegate) |
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| 70 | for delegate, _ in delegates]) |
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| 71 | raise ValueError('Type `{}` is not supported. This function accepts: ' |
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| 72 | '{}'.format(what, accepted_types)) |
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| 73 | |||
| 74 | |||
| 75 | View Code Duplication | def discover_paths(directory: Union[Path, str], pattern: str) -> List[Path]: |
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| 76 | """ |
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| 77 | Return a list of Paths within the given directory that match the given |
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| 78 | pattern. |
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| 79 | |||
| 80 | Args: |
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| 81 | directory: the directory in which is searched for paths. |
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| 82 | pattern: a pattern (example: '**/*.py'). |
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| 83 | |||
| 84 | Returns: a list of Path objects. |
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| 85 | |||
| 86 | """ |
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| 87 | directory_path = _path(directory) |
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| 88 | abspath = str(directory_path.absolute()) |
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| 89 | sys.path.insert(0, abspath) |
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| 90 | path_to_discover = directory_path.joinpath(pattern) |
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| 91 | result = [Path(filename) for filename in |
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| 92 | glob.iglob(str(path_to_discover), recursive=True)] |
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| 93 | result.sort() |
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| 94 | return result |
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| 95 | |||
| 96 | |||
| 97 | def discover_packages(directory: Union[Path, str]) -> List[str]: |
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| 98 | """ |
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| 99 | Return a list of packages within the given directory. The directory must be |
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| 100 | a package. |
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| 101 | Args: |
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| 102 | directory: the directory in which is searched for packages. |
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| 103 | |||
| 104 | Returns: a list of packages. |
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| 105 | |||
| 106 | """ |
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| 107 | result = list(_discover_packages_per_path(directory).values()) |
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| 108 | result.sort() |
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| 109 | return result |
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| 110 | |||
| 111 | |||
| 112 | View Code Duplication | def discover_module_names( |
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| 113 | directory: Union[Path, str], |
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| 114 | include_privates: bool = False) -> List[str]: |
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| 115 | """ |
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| 116 | Return a list of module names within the given directory. The directory |
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| 117 | must be a package and only names are returned of modules that are in |
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| 118 | packages. |
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| 119 | Args: |
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| 120 | directory: the directory in which is searched for modules. |
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| 121 | include_privates: if True, privates (unders and dunders) are also |
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| 122 | included. |
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| 123 | |||
| 124 | Returns: a list of module names (strings). |
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| 125 | |||
| 126 | """ |
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| 127 | result = [] |
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| 128 | packages_per_path = _discover_packages_per_path(directory) |
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| 129 | for path, package_name in packages_per_path.items(): |
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| 130 | result.extend(['{}.{}'.format(package_name, p.stem) |
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| 131 | for p in discover_paths(path, '*.py') |
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| 132 | if p.stem != '__init__' |
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| 133 | and (include_privates or not p.stem.startswith('_'))]) |
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| 134 | result.sort() |
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| 135 | return result |
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| 136 | |||
| 137 | |||
| 138 | View Code Duplication | def discover_modules( |
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| 139 | directory: Union[Path, str], |
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| 140 | include_privates: bool = False, |
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| 141 | raise_on_fail: bool = False) -> List[Module]: |
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| 142 | """ |
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| 143 | Return a list of modules within the given directory. The directory must be |
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| 144 | a package and only modules are returned that are in packages. |
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| 145 | Args: |
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| 146 | directory: the directory in which is searched for modules. |
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| 147 | include_privates: if True, privates (unders and dunders) are also |
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| 148 | included. |
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| 149 | raise_on_fail: if True, an ImportError is raised upon failing to |
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| 150 | import any module. |
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| 151 | |||
| 152 | Returns: a list of module objects. |
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| 153 | |||
| 154 | """ |
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| 155 | modules = discover_module_names(directory, include_privates) |
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| 156 | result = [] |
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| 157 | for module in modules: |
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| 158 | try: |
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| 159 | imported_module = import_module(module) |
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| 160 | result.append(imported_module) |
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| 161 | except Exception as err: |
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| 162 | if raise_on_fail: |
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| 163 | raise ImportError(err) from err |
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| 164 | result.sort(key=lambda module: module.__name__) |
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| 165 | return result |
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| 166 | |||
| 167 | |||
| 168 | View Code Duplication | def discover_classes( |
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| 169 | source: Union[Path, str, Module, Iterable[Module]], |
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| 170 | signature: type = Any, # type: ignore |
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| 171 | include_privates: bool = False, |
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| 172 | in_private_modules: bool = False, |
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| 173 | raise_on_fail: bool = False, |
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| 174 | exclude: Union[type, ClsPredicate, |
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| 175 | Iterable[Union[type, ClsPredicate]]] = None |
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| 176 | ) -> List[type]: |
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| 177 | """ |
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| 178 | Discover any classes within the given source and according to the given |
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| 179 | constraints. |
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| 180 | |||
| 181 | Args: |
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| 182 | source: the source in which is searched for any classes. |
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| 183 | signature: only classes that inherit from signature are returned. |
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| 184 | include_privates: if True, private classes are included as well. |
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| 185 | in_private_modules: if True, private modules are explored as well. |
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| 186 | raise_on_fail: if True, raises an ImportError upon the first import |
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| 187 | failure. |
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| 188 | exclude: one or more types or predicates that are to be excluded |
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| 189 | from the result. |
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| 190 | |||
| 191 | Returns: a list of all discovered classes (types). |
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| 192 | |||
| 193 | """ |
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| 194 | exclude_ = _ensure_set(exclude) |
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| 195 | elements = _discover_elements(source, isclass, include_privates, |
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| 196 | in_private_modules, raise_on_fail) |
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| 197 | result = list({cls for cls in elements |
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| 198 | if (signature is Any or subclass_of(cls, signature)) |
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| 199 | and cls not in exclude_}) |
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| 200 | |||
| 201 | exclude_predicates = (e for e in exclude_ if isfunction(e)) |
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| 202 | for pred in exclude_predicates: |
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| 203 | result = [cls for cls in result if not pred(cls)] # type: ignore[operator] # noqa |
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| 204 | result.sort(key=lambda cls: cls.__name__) |
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| 205 | return result |
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| 206 | |||
| 207 | |||
| 208 | View Code Duplication | def discover_functions( |
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| 209 | source: Union[Path, str, Module, Iterable[Module], type], |
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| 210 | signature: Type[Callable] = Callable, # type: ignore |
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| 211 | include_privates: bool = False, |
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| 212 | in_private_modules: bool = False, |
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| 213 | raise_on_fail: bool = False) -> List[type]: |
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| 214 | """ |
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| 215 | Discover any functions within the given source and according to the given |
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| 216 | constraints. |
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| 217 | |||
| 218 | Args: |
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| 219 | source: the source in which is searched for any functions. |
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| 220 | signature: only functions that have this signature (parameters and |
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| 221 | return type) are included. |
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| 222 | include_privates: if True, private functions are included as well. |
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| 223 | in_private_modules: if True, private modules are explored as well. |
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| 224 | raise_on_fail: if True, raises an ImportError upon the first import |
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| 225 | failure. |
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| 226 | |||
| 227 | Returns: a list of all discovered functions. |
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| 228 | |||
| 229 | """ |
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| 230 | |||
| 231 | def filter_(*args_: Iterable[Any]) -> bool: |
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| 232 | return (isfunction(*args_) |
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| 233 | or ismethod(*args_)) |
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| 234 | |||
| 235 | if not isinstance(source, type): |
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| 236 | filter_ = isfunction # type: ignore |
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| 237 | |||
| 238 | elements = _discover_elements(source, filter_, include_privates, |
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| 239 | in_private_modules, raise_on_fail) |
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| 240 | result = [elem for elem in elements |
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| 241 | if (signature is Callable or instance_of(elem, signature))] |
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| 242 | result.sort(key=lambda func: func.__name__) |
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| 243 | return result |
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| 244 | |||
| 245 | |||
| 246 | View Code Duplication | def discover_attributes( |
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| 247 | source: Union[Path, str, Module, Iterable[Module]], |
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| 248 | signature: type = Any, # type: ignore |
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| 249 | include_privates: bool = False, |
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| 250 | in_private_modules: bool = False, |
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| 251 | raise_on_fail: bool = False) -> List[Attribute]: |
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| 252 | """ |
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| 253 | Discover any attributes within the given source and according to the given |
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| 254 | constraints. |
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| 255 | |||
| 256 | Args: |
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| 257 | source: the source in which is searched for any attributes. |
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| 258 | signature: only attributes that are subtypes of this signature are |
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| 259 | included. |
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| 260 | include_privates: if True, private attributes are included as well. |
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| 261 | in_private_modules: if True, private modules are explored as well. |
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| 262 | raise_on_fail: if True, raises an ImportError upon the first import |
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| 263 | failure. |
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| 264 | |||
| 265 | Returns: a list of all discovered attributes. |
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| 266 | |||
| 267 | """ |
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| 268 | modules = _get_modules_from_source(source, in_private_modules, |
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| 269 | raise_on_fail) |
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| 270 | attributes: List[Attribute] = [] |
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| 271 | for module in modules: |
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| 272 | with open(module.__file__) as module_file: |
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| 273 | lines = list(module_file) |
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| 274 | attributes += _discover_attributes_in_lines( |
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| 275 | lines, module, signature, include_privates) |
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| 276 | attributes.sort(key=lambda attr: attr.name) |
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| 277 | return attributes |
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| 278 | |||
| 279 | |||
| 280 | View Code Duplication | def _discover_attributes_in_lines( |
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| 281 | lines: List[str], |
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| 282 | module: Module, |
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| 283 | signature: type, |
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| 284 | include_privates: bool) -> List[Attribute]: |
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| 285 | """ |
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| 286 | Discover any attributes within the lines of codee and according to the |
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| 287 | given constraints. |
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| 288 | |||
| 289 | Args: |
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| 290 | lines: the lines of code in which is searched for any attributes. |
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| 291 | module: the module from which these lines originate. |
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| 292 | signature: only attributes that are subtypes of this signature are |
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| 293 | included. |
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| 294 | include_privates: if True, private attributes are included as well. |
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| 295 | |||
| 296 | Returns: a list of all discovered attributes. |
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| 297 | |||
| 298 | """ |
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| 299 | attributes = [] |
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| 300 | for index, line in enumerate(lines): |
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| 301 | match = _match_attribute(line) |
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| 302 | if match: |
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| 303 | name, hint, value, comment = match |
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| 304 | docstring = _find_attribute_docstring(lines[0:index]) |
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| 305 | attribute = _create_attribute(name, hint, value, docstring, |
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| 306 | comment, module, line, index + 1) |
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| 307 | if (instance_of(attribute.value, signature) |
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| 308 | and (attribute.is_public or include_privates)): |
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| 309 | attributes.append(attribute) |
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| 310 | return attributes |
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| 311 | |||
| 312 | |||
| 313 | View Code Duplication | def _discover_elements( |
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| 314 | source: Union[Path, str, Module, Iterable[Module], type], |
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| 315 | filter_: Callable[[Any], bool], |
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| 316 | include_privates: bool = False, |
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| 317 | in_private_modules: bool = False, |
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| 318 | raise_on_fail: bool = False) -> List[Any]: |
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| 319 | """ |
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| 320 | Discover elements (such as attributes or functions) in the given source. |
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| 321 | Args: |
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| 322 | source: the source that is explored. |
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| 323 | filter_: the filter that determines the type of element. |
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| 324 | include_privates: if True, private elements are returned as well. |
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| 325 | in_private_modules: if True, private modules are examined as well. |
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| 326 | raise_on_fail: if True, an ImportError will be raised upon import |
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| 327 | failure. |
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| 328 | |||
| 329 | Returns: a list of elements. |
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| 330 | |||
| 331 | """ |
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| 332 | if isinstance(source, type): |
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| 333 | sources = [source] # type: Iterable |
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| 334 | else: |
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| 335 | sources = _get_modules_from_source(source, in_private_modules, |
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| 336 | raise_on_fail) |
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| 337 | |||
| 338 | elements = [elem for src in sources |
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| 339 | for _, elem in getmembers(src, filter_) |
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| 340 | if (in_private_modules or not src.__name__.startswith('_')) |
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| 341 | and (include_privates or not elem.__name__.startswith('_'))] |
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| 342 | return elements |
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| 343 | |||
| 344 | |||
| 345 | View Code Duplication | def _discover_packages_per_path( |
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| 346 | directory: Union[Path, str]) -> Dict[Path, str]: |
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| 347 | """ |
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| 348 | Discover packages and their original Paths within the given directory. |
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| 349 | Args: |
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| 350 | directory: the directory in which is searched for modules. |
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| 351 | |||
| 352 | Returns: a dict with Paths as keys and strings (the package names) as |
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| 353 | values. |
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| 354 | |||
| 355 | """ |
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| 356 | directory_path = _path(directory) |
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| 357 | if not directory_path.exists(): |
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| 358 | raise ValueError('The given directory does not exist. ' |
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| 359 | 'Given: {}'.format(directory)) |
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| 360 | if not _is_package(directory_path): |
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| 361 | raise ValueError('The given directory must itself be a package. ' |
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| 362 | 'Given: {}'.format(directory)) |
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| 363 | |||
| 364 | paths_to_inits = discover_paths(directory_path, '**/__init__.py') |
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| 365 | paths = [p.parent for p in paths_to_inits] |
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| 366 | packages_per_path = {p: _to_package_name(p) for p in paths} |
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| 367 | |||
| 368 | # All packages must have a straight line of packages from the base package. |
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| 369 | base_package = _to_package_name(directory_path) |
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| 370 | result = {path: package for path, package in packages_per_path.items() |
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| 371 | if package.startswith(base_package)} |
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| 372 | |||
| 373 | return result |
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| 374 | |||
| 375 | |||
| 376 | View Code Duplication | def _path(directory: Union[Path, str]) -> Path: |
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| 377 | """ |
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| 378 | Return a path if directory is a string or return directory if it is a Path |
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| 379 | already. Raise a ValueError if it is neither a Path nor a string. |
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| 380 | |||
| 381 | Args: |
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| 382 | directory: the directory that is a string or Path. |
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| 383 | |||
| 384 | Returns: a Path instance. |
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| 385 | |||
| 386 | """ |
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| 387 | if isinstance(directory, Path): |
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| 388 | result = directory |
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| 389 | elif isinstance(directory, str): |
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| 390 | result = Path(directory) |
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| 391 | else: |
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| 392 | raise ValueError('Invalid type ({}) for directory, provide a Path or ' |
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| 393 | 'a string.'.format(type(directory))) |
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| 394 | return result |
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| 395 | |||
| 396 | |||
| 397 | View Code Duplication | def _get_modules_from_source( |
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| 398 | source: Union[Path, str, Module, Iterable[Module]], |
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| 399 | in_private_modules: bool = False, |
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| 400 | raise_on_fail: bool = False |
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| 401 | ) -> Iterable[Module]: |
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| 402 | """ |
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| 403 | Get an iterable of Modules from the given source. |
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| 404 | Args: |
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| 405 | source: anything that can be turned into an iterable of Modules. |
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| 406 | in_private_modules: if True, private modules are explored as well. |
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| 407 | raise_on_fail: if True, raises an ImportError upon the first import |
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| 408 | failure. |
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| 409 | |||
| 410 | Returns: an iterable of Module instances. |
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| 411 | |||
| 412 | """ |
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| 413 | if isinstance(source, Path): |
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| 414 | modules = discover_modules(source, in_private_modules, raise_on_fail) |
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| 415 | elif isinstance(source, str): |
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| 416 | modules = discover_modules(Path(source), in_private_modules, |
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| 417 | raise_on_fail) |
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| 418 | elif isinstance(source, Module): |
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| 419 | modules = [source] |
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| 420 | elif instance_of(source, Iterable[Module]): |
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| 421 | modules = source # type: ignore |
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| 422 | else: |
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| 423 | raise ValueError('The given source must be a Path, string or module. ' |
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| 424 | 'Given: {}'.format(source)) |
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| 425 | return modules |
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| 426 | |||
| 427 | |||
| 428 | View Code Duplication | def _match_attribute(line: str) -> Optional[Tuple[str, str, str, str]]: |
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| 429 | """ |
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| 430 | Try to match the given line with an attribute and return the name, |
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| 431 | type hint, value and inline comment (respectively) if a match was |
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| 432 | found. |
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| 433 | |||
| 434 | Args: |
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| 435 | line: the line of code that (may) contain an attribute declaration. |
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| 436 | |||
| 437 | Returns: a tuple with strings (name, hint, value, comment) or None. |
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| 438 | |||
| 439 | """ |
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| 440 | attr_pattern = re.compile( |
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| 441 | r'^' |
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| 442 | r'\s*' |
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| 443 | r'([a-zA-Z_]+[a-zA-Z_0-9]*)' # 1: Name. |
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| 444 | r'(\s*:\s*(\w+)\s*)?' # 3: Type hint. |
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| 445 | r'\s*=\s*' |
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| 446 | r'(.+?)' # 4: Value. |
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| 447 | r'\s*' |
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| 448 | r'(#\s*(.*?)\s*)?' # 6: Inline comment. |
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| 449 | r'$' |
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| 450 | ) |
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| 451 | match = attr_pattern.match(line) |
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| 452 | result = None |
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| 453 | if match: |
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| 454 | attr_name = match.group(1) |
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| 455 | hint = match.group(3) |
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| 456 | attr_value = match.group(4) |
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| 457 | inline_comments = match.group(6) |
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| 458 | result = attr_name, hint, attr_value, inline_comments |
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| 459 | return result |
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| 460 | |||
| 461 | |||
| 462 | View Code Duplication | def _create_attribute( |
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| 463 | name: str, |
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| 464 | hint: Optional[str], |
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| 465 | assigned_value: str, |
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| 466 | docstring: Optional[str], |
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| 467 | comment: Optional[str], |
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| 468 | module: Module, |
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| 469 | line: str, |
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| 470 | line_nr: int) -> Attribute: |
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| 471 | """ |
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| 472 | Create and return an Attribute instance from the given parameters. |
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| 473 | Args: |
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| 474 | name: the name of the attribute. |
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| 475 | hint: the type hint of the attribute (if any). |
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| 476 | assigned_value: the string that was literally assigned. |
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| 477 | docstring: the docstring above this attribute. |
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| 478 | comment: an inline comment (if any). |
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| 479 | module: the module that contains the attribute. |
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| 480 | line: the line that defines the attribute. |
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| 481 | line_nr: the line number of the attribute. |
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| 482 | |||
| 483 | Returns: an Attribute instance. |
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| 484 | |||
| 485 | """ |
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| 486 | value = getattr(module, name) |
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| 487 | type_ = type(value) |
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| 488 | return Attribute( |
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| 489 | name=name, |
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| 490 | type_=type_, |
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| 491 | value=value, |
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| 492 | doc=docstring, |
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| 493 | comment=comment, |
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| 494 | hint=hint, |
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| 495 | module=module, |
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| 496 | assigned_value=assigned_value, |
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| 497 | line=line, |
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| 498 | line_nr=line_nr |
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| 499 | ) |
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| 500 | |||
| 501 | |||
| 502 | def _is_package(directory: Path) -> bool: |
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| 503 | """ |
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| 504 | Return True if the given directory is a package and False otherwise. |
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| 505 | Args: |
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| 506 | directory: the directory to check. |
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| 507 | |||
| 508 | Returns: True if directory is a package. |
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| 509 | |||
| 510 | """ |
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| 511 | paths = discover_paths(directory, '__init__.py') |
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| 512 | return len(paths) > 0 |
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| 513 | |||
| 514 | |||
| 515 | def _to_package_name(directory: Path) -> str: |
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| 516 | """ |
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| 517 | Translate the given directory to a package (str). Check every parent |
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| 518 | directory in the tree to find the complete fully qualified package name. |
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| 519 | Args: |
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| 520 | directory: the directory that is to become a package name. |
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| 521 | |||
| 522 | Returns: a package name as string. |
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| 523 | |||
| 524 | """ |
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| 525 | parts: List[str] = [] |
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| 526 | current_dir = directory.absolute() |
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| 527 | while _is_package(current_dir): |
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| 528 | # See how far up the tree we can go while still in a package. |
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| 529 | parts.insert(0, current_dir.stem) |
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| 530 | current_dir = current_dir.parent |
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| 531 | return '.'.join(parts) |
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| 532 | |||
| 533 | |||
| 534 | View Code Duplication | def _find_attribute_docstring(lines: List[str]) -> Optional[str]: |
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| 535 | """ |
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| 536 | Find any docstring that is right above an attribute. |
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| 537 | Args: |
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| 538 | lines: the lines of code that may contain a docstring. |
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| 539 | |||
| 540 | Returns: a docstring (str) or None. |
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| 541 | |||
| 542 | """ |
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| 543 | result = None |
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| 544 | if lines: |
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| 545 | joined_lines = ''.join(lines).strip() |
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| 546 | docstring_pattern = re.compile( |
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| 547 | r'("{3}\s*([\s\S]+)\s*"{3}|' # 2: docstring content. |
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| 548 | r'\'{3}\s*([\s\S]+)\s*\'{3})' # 3: docstring content. |
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| 549 | r'$' |
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| 550 | ) |
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| 551 | match = docstring_pattern.match(joined_lines) |
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| 552 | if match: |
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| 553 | result = (match.group(2) or match.group(3)).strip() |
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| 554 | return result |
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| 555 | |||
| 556 | |||
| 557 | def _ensure_set(arg: Union[object, Iterable[object]]) -> Set[object]: |
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| 558 | # Make sure that arg is a set. |
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| 559 | result = arg or set() |
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| 560 | if not isinstance(result, Iterable): |
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| 561 | result = {result} |
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| 562 | else: |
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| 563 | result = set(result) |
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| 564 | return result |
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| 565 | |||
| 566 | |||
| 567 | View Code Duplication | def _discover_list( |
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| 568 | what_: List[type], |
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| 569 | source: Union[Path, str, Module, Iterable[Module]], |
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| 570 | **kwargs: dict) -> List[type]: |
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| 571 | args = getattr(what_, '__args__', None) or [Any] |
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| 572 | signature = args[0] |
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| 573 | if signature in (type, Type) or isinstance(signature, TypeVar): # type: ignore[arg-type] # noqa |
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| 574 | signature = Any |
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| 575 | kwargs['signature'] = signature |
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| 576 | return discover_classes(source, **kwargs) # type: ignore[arg-type] |
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| 577 |