[ENH] change Cache to decorator abl_cache

abl/utils/__init__.py

@@ -1,3 +1,3 @@
-from .cache import Cache
+from .cache import Cache, abl_cache
 from .logger import ABLLogger, print_log
 from .utils import *

abl/utils/cache.py

@@ -1,6 +1,5 @@
 import pickle
 from os import PathLike
-from pathlib import Path
 from typing import Callable, Generic, Hashable, TypeVar, Union
 
 from .logger import print_log
@@ -14,8 +13,8 @@ class Cache(Generic[K, T]):
     def __init__(
         self,
         func: Callable[[K], T],
-        cache: bool,
-        cache_file: Union[None, str, PathLike],
+        cache: bool = True,
+        cache_file: Union[None, str, PathLike] = None,
         key_func: Callable[[K], Hashable] = lambda x: x,
         max_size: int = 4096,
     ):
@@ -67,11 +66,12 @@ class Cache(Generic[K, T]):
                     link = [last, self.root, cache_key, result]
                     last[NEXT] = self.root[PREV] = self.cache_dict[cache_key] = link
 
-    def get(self, item: K, *args) -> T:
-        return self.first(item, *args)
+    def get(self, obj, item: K, *args) -> T:
+        return self.first(obj, item, *args)
 
-    def get_from_dict(self, item: K, *args) -> T:
+    def get_from_dict(self, obj, item: K, *args) -> T:
         """Implements dict based cache."""
+        # result = self.func(obj, item, *args)
         cache_key = (self.key_func(item), *args)
         link = self.cache_dict.get(cache_key)
         if link is not None:
@@ -87,7 +87,7 @@ class Cache(Generic[K, T]):
             return result
         self.misses += 1
 
-        result = self.func(item, *args)
+        result = self.func(obj, item, *args)
 
         if self.full:
             # Use the old root to store the new key and result.
@@ -110,3 +110,20 @@ class Cache(Generic[K, T]):
             if isinstance(self.maxsize, int):
                 self.full = len(self.cache_dict) >= self.maxsize
         return result
+
+
+def abl_cache(
+    cache: bool = True,
+    cache_file: Union[None, str, PathLike] = None,
+    key_func: Callable[[K], Hashable] = lambda x: x,
+    max_size: int = 4096,
+):
+    def decorator(func):
+        cache_instance = Cache(func, cache, cache_file, key_func, max_size)
+
+        def wrapper(self, *args, **kwargs):
+            return cache_instance.get(self, *args, **kwargs)
+
+        return wrapper
+
+    return decorator