|
| 1 | +from functools import wraps |
| 2 | +from importlib import metadata |
| 3 | +import sys |
| 4 | +from types import ModuleType |
| 5 | +from typing import Any, Callable, ClassVar, Optional, TypedDict, TypeVar |
| 6 | + |
| 7 | +from nonebot.log import logger |
| 8 | +from packaging import version |
| 9 | + |
| 10 | +if sys.version_info >= (3, 11): |
| 11 | + from typing import Self |
| 12 | +else: |
| 13 | + from typing_extensions import Self |
| 14 | + |
| 15 | + |
| 16 | +class DependencyInfo(TypedDict): |
| 17 | + min_version: Optional[str] |
| 18 | + required: bool |
| 19 | + available: bool |
| 20 | + loaded: bool |
| 21 | + |
| 22 | + |
| 23 | +ComponentDeps = dict[str, set[str]] |
| 24 | +ModuleCache = dict[str, ModuleType] |
| 25 | +T = TypeVar("T") |
| 26 | + |
| 27 | + |
| 28 | +class DependencyManager: |
| 29 | + """A singleton class to manage optional dependencies. |
| 30 | +
|
| 31 | + Provides functionality to register, check and load optional dependencies |
| 32 | + for different components of the application. |
| 33 | +
|
| 34 | + Attributes: |
| 35 | + _instance: The singleton instance of dependency manager. |
| 36 | + _initialized: Whether the instance has been initialized. |
| 37 | + _dependencies: Dict storing dependency configurations. |
| 38 | + _modules: Dict storing loaded module instances. |
| 39 | + _component_deps: Dict mapping components to their dependencies. |
| 40 | + """ |
| 41 | + |
| 42 | + _instance: ClassVar[Optional[Self]] = None |
| 43 | + _initialized: bool = False |
| 44 | + |
| 45 | + def __new__(cls) -> Self: |
| 46 | + if cls._instance is None: |
| 47 | + cls._instance = super().__new__(cls) |
| 48 | + return cls._instance |
| 49 | + |
| 50 | + def __init__(self) -> None: |
| 51 | + if self._initialized: |
| 52 | + return |
| 53 | + |
| 54 | + self._dependencies: dict[str, DependencyInfo] = {} |
| 55 | + self._modules: ModuleCache = {} |
| 56 | + self._component_deps: ComponentDeps = {} |
| 57 | + self._initialized = True |
| 58 | + |
| 59 | + def register_dependency( |
| 60 | + self, |
| 61 | + name: str, |
| 62 | + min_version: Optional[str] = None, |
| 63 | + component: Optional[str] = None, |
| 64 | + *, |
| 65 | + required: bool = False, |
| 66 | + ) -> None: |
| 67 | + """Registers a new dependency. |
| 68 | +
|
| 69 | + Args: |
| 70 | + name: Name of the dependency. |
| 71 | + min_version: Minimum version requirement. |
| 72 | + required: Whether the dependency is required. |
| 73 | + component: Name of component this dependency belongs to. |
| 74 | +
|
| 75 | + Example: |
| 76 | + >>> dependency_manager = DependencyManager() |
| 77 | + >>> dependency_manager.register_dependency( |
| 78 | + ... "numpy", |
| 79 | + ... min_version="1.20.0", |
| 80 | + ... component="math" |
| 81 | + ... ) |
| 82 | + """ |
| 83 | + if name in self._dependencies: |
| 84 | + dep = self._dependencies[name] |
| 85 | + if min_version: |
| 86 | + dep["min_version"] = min_version |
| 87 | + dep["required"] |= required |
| 88 | + else: |
| 89 | + self._dependencies[name] = { |
| 90 | + "min_version": min_version, |
| 91 | + "required": required, |
| 92 | + "available": False, |
| 93 | + "loaded": False, |
| 94 | + } |
| 95 | + |
| 96 | + if component: |
| 97 | + self._component_deps.setdefault(component, set()).add(name) |
| 98 | + |
| 99 | + def check_dependency(self, name: str) -> bool: |
| 100 | + """Checks if a dependency is available. |
| 101 | +
|
| 102 | + Args: |
| 103 | + name: Name of dependency to check. |
| 104 | +
|
| 105 | + Returns: |
| 106 | + bool: True if dependency is available, False otherwise. |
| 107 | +
|
| 108 | + Raises: |
| 109 | + ValueError: If dependency name is unknown. |
| 110 | + """ |
| 111 | + if name not in self._dependencies: |
| 112 | + raise ValueError( |
| 113 | + f"Dependency '{name}' not registered. Call register_dependency() first." |
| 114 | + ) |
| 115 | + |
| 116 | + dep = self._dependencies[name] |
| 117 | + if dep["available"]: |
| 118 | + return True |
| 119 | + |
| 120 | + try: |
| 121 | + pkg_version = metadata.version(name) |
| 122 | + except metadata.PackageNotFoundError: |
| 123 | + return False |
| 124 | + |
| 125 | + if dep["min_version"] and version.parse(pkg_version) < version.parse( |
| 126 | + dep["min_version"] |
| 127 | + ): |
| 128 | + return False |
| 129 | + |
| 130 | + dep["available"] = True |
| 131 | + return True |
| 132 | + |
| 133 | + def load_dependency(self, name: str) -> Optional[ModuleType]: |
| 134 | + """Loads a dependency module. |
| 135 | +
|
| 136 | + Args: |
| 137 | + name: Name of dependency to load. |
| 138 | +
|
| 139 | + Returns: |
| 140 | + Optional[ModuleType]: Loaded module or None if not available. |
| 141 | +
|
| 142 | + Raises: |
| 143 | + ValueError: If dependency name is unknown. |
| 144 | + ImportError: If required dependency cannot be loaded. |
| 145 | + """ |
| 146 | + if name not in self._dependencies: |
| 147 | + raise ValueError(f"Unknown dependency: {name}") |
| 148 | + |
| 149 | + if name in self._modules: |
| 150 | + return self._modules[name] |
| 151 | + |
| 152 | + dep = self._dependencies[name] |
| 153 | + if not self.check_dependency(name): |
| 154 | + if dep["required"]: |
| 155 | + raise ImportError(f"Required dependency {name} is not available") |
| 156 | + return None |
| 157 | + |
| 158 | + try: |
| 159 | + module = __import__(name, fromlist=["*"]) |
| 160 | + except ImportError as e: |
| 161 | + logger.debug(f"Failed to load {name}: {e}") |
| 162 | + if dep["required"]: |
| 163 | + raise |
| 164 | + return None |
| 165 | + |
| 166 | + self._modules[name] = module |
| 167 | + dep["loaded"] = True |
| 168 | + return module |
| 169 | + |
| 170 | + def get_module(self, name: str) -> Optional[ModuleType]: |
| 171 | + """Gets a loaded module by name. |
| 172 | +
|
| 173 | + Args: |
| 174 | + name: Name of module to get. |
| 175 | +
|
| 176 | + Returns: |
| 177 | + Optional[ModuleType]: Requested module or None if not available. |
| 178 | + """ |
| 179 | + if name not in self._modules: |
| 180 | + return self.load_dependency(name) |
| 181 | + return self._modules[name] |
| 182 | + |
| 183 | + def check_component(self, component: str) -> bool: |
| 184 | + """Checks if all dependencies of a component are available. |
| 185 | +
|
| 186 | + Args: |
| 187 | + component: Name of component to check. |
| 188 | +
|
| 189 | + Returns: |
| 190 | + bool: True if all dependencies are available, False otherwise. |
| 191 | + """ |
| 192 | + if component not in self._component_deps: |
| 193 | + return False |
| 194 | + |
| 195 | + deps = self._component_deps[component] |
| 196 | + return all(self.check_dependency(dep) for dep in deps) |
| 197 | + |
| 198 | + def load_component(self, component: str) -> dict[str, Optional[ModuleType]]: |
| 199 | + """Loads all dependencies of a component. |
| 200 | +
|
| 201 | + Args: |
| 202 | + component: Name of component to load dependencies for. |
| 203 | +
|
| 204 | + Returns: |
| 205 | + dict[str, Optional[ModuleType]]: Dict of loaded modules. |
| 206 | +
|
| 207 | + Raises: |
| 208 | + ValueError: If component name is unknown. |
| 209 | + """ |
| 210 | + if component not in self._component_deps: |
| 211 | + raise ValueError(f"Unknown component: {component}") |
| 212 | + |
| 213 | + return { |
| 214 | + name: self.load_dependency(name) for name in self._component_deps[component] |
| 215 | + } |
| 216 | + |
| 217 | + def requires( |
| 218 | + self, *dependencies: str, component: Optional[str] = None |
| 219 | + ) -> Callable[[Callable[..., T]], Callable[..., T]]: |
| 220 | + """Decorator to mark function dependencies. |
| 221 | +
|
| 222 | + Args: |
| 223 | + *dependencies: Names of required dependencies. |
| 224 | + component: Optional component name. |
| 225 | +
|
| 226 | + Returns: |
| 227 | + Callable: Decorator function that checks dependencies before execution. |
| 228 | +
|
| 229 | + Example: |
| 230 | + >>> @dependency_manager.requires("numpy", "pandas", component="data") |
| 231 | + ... def process_data(df): |
| 232 | + ... pass |
| 233 | + """ |
| 234 | + if component: |
| 235 | + for dep in dependencies: |
| 236 | + if dep not in self._dependencies: |
| 237 | + self.register_dependency(dep, component=component) |
| 238 | + elif component not in self._component_deps: |
| 239 | + self._component_deps[component] = {dep} |
| 240 | + else: |
| 241 | + self._component_deps[component].add(dep) |
| 242 | + |
| 243 | + def decorator(func: Callable[..., T]) -> Callable[..., T]: |
| 244 | + @wraps(func) |
| 245 | + def wrapper(*args: Any, **kwargs: Any) -> T: |
| 246 | + missing = [ |
| 247 | + dep for dep in dependencies if not self.check_dependency(dep) |
| 248 | + ] |
| 249 | + if missing: |
| 250 | + raise ImportError( |
| 251 | + f"Missing required dependencies for {func.__name__}: {', '.join(missing)}" |
| 252 | + ) |
| 253 | + return func(*args, **kwargs) |
| 254 | + |
| 255 | + return wrapper |
| 256 | + |
| 257 | + return decorator |
| 258 | + |
| 259 | + def clear(self) -> None: |
| 260 | + """Clears all dependency states and caches.""" |
| 261 | + self._dependencies.clear() |
| 262 | + self._modules.clear() |
| 263 | + self._component_deps.clear() |
| 264 | + |
| 265 | + @staticmethod |
| 266 | + def get_version(name: str) -> Optional[str]: |
| 267 | + """Gets installed version of a package. |
| 268 | +
|
| 269 | + Args: |
| 270 | + name: Name of package. |
| 271 | +
|
| 272 | + Returns: |
| 273 | + Optional[str]: Package version or None if not found. |
| 274 | + """ |
| 275 | + try: |
| 276 | + return metadata.version(name) |
| 277 | + except metadata.PackageNotFoundError: |
| 278 | + return None |
| 279 | + |
| 280 | + |
| 281 | +dependency_manager = DependencyManager() |
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