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from abc import ABCMeta, abstractmethod |
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from pyalgs.algorithms.commons import util |
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class HashedMap(object): |
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__metaclass__ = ABCMeta |
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@abstractmethod |
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def put(self, key, value): |
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pass |
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@abstractmethod |
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def get(self, key): |
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pass |
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@abstractmethod |
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def delete(self, key): |
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pass |
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@abstractmethod |
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def size(self): |
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pass |
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@abstractmethod |
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def is_empty(self): |
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pass |
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@abstractmethod |
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def keys(self): |
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pass |
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@abstractmethod |
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def contains_key(self, key): |
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pass |
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@staticmethod |
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def create(): |
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return HashedMapWithSeparateChaining() |
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class Node(object): |
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key = None |
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value = None |
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next_node = None |
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def __init__(self, key=None, value=None): |
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self.key = key |
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self.value = value |
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class HashedMapWithSeparateChaining(HashedMap): |
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M = 97 |
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id = None |
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N = 0 |
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def __init__(self, m=None): |
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if m is None: |
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m = 97 |
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self.M = m |
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self.id = [None] * self.M |
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def hash(self, key): |
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return (hash(key) & 0x7fffffff) % self.M |
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def is_empty(self): |
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return self.N == 0 |
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def contains_key(self, key): |
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return self.get(key) is not None |
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def keys(self): |
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for i in range(self.M): |
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x = self.id[i] |
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while x is not None: |
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key = x.key |
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x = x.next_node |
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yield key |
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def size(self): |
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return self.N |
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def get(self, key): |
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i = self.hash(key) |
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x = self.id[i] |
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while x is not None: |
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if util.cmp(x.key, key) == 0: |
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return x.value |
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x = x.next_node |
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return None |
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View Code Duplication |
def delete(self, key): |
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i = self.hash(key) |
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x = self.id[i] |
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prev_node = None |
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while x is not None: |
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if util.cmp(x.key, key) == 0: |
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value = x.value |
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next_node = x.next_node |
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self.N -= 1 |
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if prev_node is not None: |
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prev_node.next_node = next_node |
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if self.id[i] == x: |
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self.id[i] = None |
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return value |
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prev_node = x |
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x = x.next_node |
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return None |
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def put(self, key, value): |
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if key is None: |
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raise ValueError('key cannot be None') |
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i = self.hash(key) |
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x = self.id[i] |
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while x is not None: |
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if util.cmp(x.key, key) == 0: |
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x.value = value |
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return |
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x = x.next_node |
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old_first = self.id[i] |
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self.id[i] = Node(key, value) |
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self.id[i].next_node = old_first |
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self.N += 1 |
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class HashedMapWithLinearProbing(HashedMap): |
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M = 97 |
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id = None |
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N = 0 |
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def __init__(self, m=None): |
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if m is None: |
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m = 97 |
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self.M = m |
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self.id = [None] * self.M |
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def hash(self, key): |
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return (hash(key) & 0x7fffffff) % self.M |
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def contains_key(self, key): |
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return self.get(key) is not None |
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def is_empty(self): |
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return self.N == 0 |
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def keys(self): |
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for i in range(self.M): |
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x = self.id[i] |
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if x is not None: |
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yield x.key |
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def size(self): |
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return self.N |
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def get(self, key): |
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i = self.hash(key) |
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for j in range(self.M): |
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k = (i + j) % self.M |
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x = self.id[k] |
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if x is None: |
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return None |
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if util.cmp(key, x.key) == 0: |
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return x.value |
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def delete(self, key): |
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i = self.hash(key) |
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for j in range(self.M): |
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k = (i + j) % self.M |
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x = self.id[k] |
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if x is None: |
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return None |
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if util.cmp(key, x.key) == 0: |
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self.id[k] = None |
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self.N -= 1 |
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if self.N == self.M // 4: |
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self.resize(self.M // 2) |
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return x.value |
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View Code Duplication |
def put(self, key, value): |
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i = self.hash(key) |
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for j in range(self.M): |
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k = (i + j) % self.M |
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x = self.id[k] |
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if x is None: |
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self.id[k] = Node(key, value) |
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self.N += 1 |
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if self.N == self.M // 2: |
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self.resize(self.M * 2) |
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break |
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if util.cmp(x.key, key) == 0: |
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self.id[k].value = value |
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break |
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def resize(self, new_size): |
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clone = HashedMapWithLinearProbing(new_size) |
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for i in range(self.M): |
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x = self.id[i] |
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if x is not None: |
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clone.put(x.key, x.value) |
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self.M = clone.M |
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self.id = clone.id |
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