Centralize binary search

Author: hssahota2

python/selfie-lib/selfie_lib/ArrayMap.py

@@ -1,27 +1,41 @@
 from collections.abc import Set, Iterator, Mapping
-from typing import List, TypeVar, Union, Any
+from typing import List, TypeVar, Union, Any, Callable, Optional, Generator
 from abc import abstractmethod, ABC
-from functools import total_ordering
 
 T = TypeVar("T")
 V = TypeVar("V")
 K = TypeVar("K")
 
 
-@total_ordering
-class Comparable:
-    def __init__(self, value):
-        self.value = value
+class BinarySearchUtil:
+    @staticmethod
+    def binary_search(
+        data, item, compare_func: Optional[Callable[[Any, Any], int]] = None
+    ) -> int:
+        low, high = 0, len(data) - 1
+        while low <= high:
+            mid = (low + high) // 2
+            mid_val = data[mid] if not isinstance(data, ListBackedSet) else data[mid]
+            comparison = (
+                compare_func(mid_val, item)
+                if compare_func
+                else (mid_val > item) - (mid_val < item)
+            )
 
-    def __lt__(self, other: Any) -> bool:
-        if not isinstance(other, Comparable):
-            return NotImplemented
-        return self.value < other.value
+            if comparison < 0:
+                low = mid + 1
+            elif comparison > 0:
+                high = mid - 1
+            else:
+                return mid  # item found
+        return -(low + 1)  # item not found
 
-    def __eq__(self, other: Any) -> bool:
-        if not isinstance(other, Comparable):
-            return NotImplemented
-        return self.value == other.value
+    @staticmethod
+    def default_compare(a: Any, b: Any) -> int:
+        """Default comparison function for binary search, with special handling for strings."""
+        if isinstance(a, str) and isinstance(b, str):
+            a, b = a.replace("/", "\0"), b.replace("/", "\0")
+        return (a > b) - (a < b)
 
 
 class ListBackedSet(Set[T], ABC):
@@ -31,25 +45,14 @@ def __len__(self) -> int: ...
     @abstractmethod
     def __getitem__(self, index: Union[int, slice]) -> Union[T, List[T]]: ...
 
+    @abstractmethod
+    def __iter__(self) -> Iterator[T]: ...
+
     def __contains__(self, item: Any) -> bool:
         return self._binary_search(item) >= 0
 
     def _binary_search(self, item: Any) -> int:
-        low = 0
-        high = len(self) - 1
-        while low <= high:
-            mid = (low + high) // 2
-            try:
-                mid_val = self[mid]
-                if mid_val < item:
-                    low = mid + 1
-                elif mid_val > item:
-                    high = mid - 1
-                else:
-                    return mid  # item found
-            except TypeError:
-                raise ValueError(f"Cannot compare items due to a type mismatch.")
-        return -(low + 1)  # item not found
+        return BinarySearchUtil.binary_search(self, item)
 
 
 class ArraySet(ListBackedSet[K]):
@@ -80,59 +83,49 @@ def __getitem__(self, index: Union[int, slice]) -> Union[K, List[K]]:
         return self.__data[index]
 
     def plusOrThis(self, element: K) -> "ArraySet[K]":
-        if element in self:
+        index = self._binary_search(element)
+        if index >= 0:
             return self
         else:
+            insert_at = -(index + 1)
             new_data = self.__data[:]
-            new_data.append(element)
-            new_data.sort(key=Comparable)
+            new_data.insert(insert_at, element)
             return ArraySet.__create(new_data)
 
 
 class ArrayMap(Mapping[K, V]):
-    def __init__(self, data=None):
-        if data is None:
-            self.__data = []
-        else:
-            self.__data = data
+    __data: List[Union[K, V]]
+
+    def __init__(self):
+        raise NotImplementedError("Use ArrayMap.empty() or other class methods instead")
+
+    @classmethod
+    def __create(cls, data: List[Union[K, V]]) -> "ArrayMap[K, V]":
+        instance = cls.__new__(cls)
+        instance.__data = data
+        return instance
 
     @classmethod
     def empty(cls) -> "ArrayMap[K, V]":
         if not hasattr(cls, "__EMPTY"):
-            cls.__EMPTY = cls([])
+            cls.__EMPTY = cls.__create([])
         return cls.__EMPTY
 
     def __getitem__(self, key: K) -> V:
         index = self._binary_search_key(key)
         if index >= 0:
-            return self.__data[2 * index + 1]
+            return self.__data[2 * index + 1]  # type: ignore
         raise KeyError(key)
 
     def __iter__(self) -> Iterator[K]:
-        return (self.__data[i] for i in range(0, len(self.__data), 2))
+        return (self.__data[i] for i in range(0, len(self.__data), 2))  # type: ignore
 
     def __len__(self) -> int:
         return len(self.__data) // 2
 
     def _binary_search_key(self, key: K) -> int:
-        def compare(a, b):
-            """Comparator that puts '/' first in strings."""
-            if isinstance(a, str) and isinstance(b, str):
-                a, b = a.replace("/", "\0"), b.replace("/", "\0")
-            return (a > b) - (a < b)
-
-        low, high = 0, len(self.__data) // 2 - 1
-        while low <= high:
-            mid = (low + high) // 2
-            mid_key = self.__data[2 * mid]
-            comparison = compare(mid_key, key)
-            if comparison < 0:
-                low = mid + 1
-            elif comparison > 0:
-                high = mid - 1
-            else:
-                return mid  # key found
-        return -(low + 1)  # key not found
+        keys = [self.__data[i] for i in range(0, len(self.__data), 2)]
+        return BinarySearchUtil.binary_search(keys, key)
 
     def plus(self, key: K, value: V) -> "ArrayMap[K, V]":
         index = self._binary_search_key(key)
@@ -142,12 +135,12 @@ def plus(self, key: K, value: V) -> "ArrayMap[K, V]":
         new_data = self.__data[:]
         new_data.insert(insert_at * 2, key)
         new_data.insert(insert_at * 2 + 1, value)
-        return ArrayMap(new_data)
+        return ArrayMap.__create(new_data)
 
     def minus_sorted_indices(self, indices: List[int]) -> "ArrayMap[K, V]":
         new_data = self.__data[:]
         adjusted_indices = [i * 2 for i in indices] + [i * 2 + 1 for i in indices]
-        adjusted_indices.sort()
-        for index in reversed(adjusted_indices):
+        adjusted_indices.sort(reverse=True)
+        for index in adjusted_indices:
             del new_data[index]
-        return ArrayMap(new_data)
+        return ArrayMap.__create(new_data)