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Update docstrings, clean up testing output
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1 changed files with 53 additions and 40 deletions
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@ -1,22 +1,25 @@
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# Name: Andrew Scott
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# Author: Andrew Scott
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# OSU Email: scottand@oregonstate.edu
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# Course: CS261 - Data Structures
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# Assignment: 6
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# Due Date: 2022-06-03
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# Description: HashMap implementation using Open Addressing with Quadratic
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# Description: HashMap implementation using Open Addressing with Quadratic
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# Probing
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# Probing for collision resolution
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from a6_include import DynamicArray, HashEntry, hash_function_1, hash_function_2
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from hm_include import DynamicArray, HashEntry, hash_function_1, hash_function_2
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class HashMap:
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class HashMap:
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"""
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Hash map that uses quadratic probing for collision resolution
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Parameters
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----------
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capacity : int
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Initial capacity for the hash map
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function : function
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Hash function to use
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"""
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def __init__(self, capacity: int, function) -> None:
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def __init__(self, capacity: int, function) -> None:
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"""
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"""Constructor for the HashMap class"""
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Initialize new HashMap that uses
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quadratic probing for collision resolution
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DO NOT CHANGE THIS METHOD IN ANY WAY
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"""
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self._buckets = DynamicArray()
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self._buckets = DynamicArray()
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for _ in range(capacity):
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for _ in range(capacity):
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self._buckets.append(None)
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self._buckets.append(None)
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@ -26,30 +29,40 @@ class HashMap:
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self._size = 0
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self._size = 0
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def __str__(self) -> str:
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def __str__(self) -> str:
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"""Override string method to provide more readable output
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Returns
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-------
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str
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Hash map in human readable form
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"""
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"""
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Override string method to provide more readable output
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DO NOT CHANGE THIS METHOD IN ANY WAY
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"""
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out = ""
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out = ""
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for i in range(self._buckets.length()):
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for i in range(self._buckets.length()):
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out += str(i) + ": " + str(self._buckets[i]) + "\n"
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out += str(i) + ": " + str(self._buckets[i]) + "\n"
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return out
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return out
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def get_size(self) -> int:
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def get_size(self) -> int:
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"""Get the map size
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Returns
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-------
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int
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Size of the hash map
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"""
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"""
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Return size of map
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DO NOT CHANGE THIS METHOD IN ANY WAY
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"""
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return self._size
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return self._size
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def get_capacity(self) -> int:
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def get_capacity(self) -> int:
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"""
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"""Get the map capacity
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Return capacity of map
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DO NOT CHANGE THIS METHOD IN ANY WAY
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"""
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return self._capacity
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# ------------------------------------------------------------------ #
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Returns
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-------
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int
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Capacity of the hash map
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"""
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return self._capacity
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def put(self, key: str, value: object) -> None:
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def put(self, key: str, value: object) -> None:
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"""Adds (or updates) a key/value pair to the hash map
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"""Adds (or updates) a key/value pair to the hash map
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@ -251,7 +264,7 @@ class HashMap:
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if __name__ == "__main__":
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if __name__ == "__main__":
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print("\nPDF - put example 1")
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print("\n put example 1")
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print("-------------------")
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print("-------------------")
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m = HashMap(50, hash_function_1)
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m = HashMap(50, hash_function_1)
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for i in range(150):
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for i in range(150):
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@ -259,7 +272,7 @@ if __name__ == "__main__":
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if i % 25 == 24:
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if i % 25 == 24:
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print(m.empty_buckets(), m.table_load(), m.get_size(), m.get_capacity())
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print(m.empty_buckets(), m.table_load(), m.get_size(), m.get_capacity())
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print("\nPDF - put example 2")
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print("\n put example 2")
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print("-------------------")
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print("-------------------")
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m = HashMap(40, hash_function_2)
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m = HashMap(40, hash_function_2)
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for i in range(50):
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for i in range(50):
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@ -267,7 +280,7 @@ if __name__ == "__main__":
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if i % 10 == 9:
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if i % 10 == 9:
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print(m.empty_buckets(), m.table_load(), m.get_size(), m.get_capacity())
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print(m.empty_buckets(), m.table_load(), m.get_size(), m.get_capacity())
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print("\nPDF - table_load example 1")
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print("\n table_load example 1")
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print("--------------------------")
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print("--------------------------")
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m = HashMap(100, hash_function_1)
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m = HashMap(100, hash_function_1)
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print(m.table_load())
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print(m.table_load())
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@ -278,7 +291,7 @@ if __name__ == "__main__":
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m.put("key1", 30)
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m.put("key1", 30)
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print(m.table_load())
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print(m.table_load())
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print("\nPDF - table_load example 2")
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print("\n table_load example 2")
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print("--------------------------")
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print("--------------------------")
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m = HashMap(50, hash_function_1)
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m = HashMap(50, hash_function_1)
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for i in range(50):
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for i in range(50):
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@ -286,7 +299,7 @@ if __name__ == "__main__":
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if i % 10 == 0:
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if i % 10 == 0:
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print(m.table_load(), m.get_size(), m.get_capacity())
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print(m.table_load(), m.get_size(), m.get_capacity())
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print("\nPDF - empty_buckets example 1")
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print("\n empty_buckets example 1")
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print("-----------------------------")
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print("-----------------------------")
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m = HashMap(100, hash_function_1)
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m = HashMap(100, hash_function_1)
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print(m.empty_buckets(), m.get_size(), m.get_capacity())
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print(m.empty_buckets(), m.get_size(), m.get_capacity())
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@ -299,7 +312,7 @@ if __name__ == "__main__":
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m.put("key4", 40)
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m.put("key4", 40)
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print(m.empty_buckets(), m.get_size(), m.get_capacity())
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print(m.empty_buckets(), m.get_size(), m.get_capacity())
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print("\nPDF - empty_buckets example 2")
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print("\n empty_buckets example 2")
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print("-----------------------------")
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print("-----------------------------")
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m = HashMap(50, hash_function_1)
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m = HashMap(50, hash_function_1)
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for i in range(150):
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for i in range(150):
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if i % 30 == 0:
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if i % 30 == 0:
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print(m.empty_buckets(), m.get_size(), m.get_capacity())
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print(m.empty_buckets(), m.get_size(), m.get_capacity())
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print("\nPDF - resize example 1")
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print("\n resize example 1")
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print("----------------------")
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print("----------------------")
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m = HashMap(20, hash_function_1)
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m = HashMap(20, hash_function_1)
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m.put("key1", 10)
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m.put("key1", 10)
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m.resize_table(30)
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m.resize_table(30)
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print(m.get_size(), m.get_capacity(), m.get("key1"), m.contains_key("key1"))
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print(m.get_size(), m.get_capacity(), m.get("key1"), m.contains_key("key1"))
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print("\nPDF - resize example 2")
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print("\n resize example 2")
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print("----------------------")
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print("----------------------")
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m = HashMap(75, hash_function_2)
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m = HashMap(75, hash_function_2)
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keys = [i for i in range(1, 1000, 13)]
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keys = [i for i in range(1, 1000, 13)]
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@ -345,14 +358,14 @@ if __name__ == "__main__":
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capacity, result, m.get_size(), m.get_capacity(), round(m.table_load(), 2)
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capacity, result, m.get_size(), m.get_capacity(), round(m.table_load(), 2)
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)
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)
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print("\nPDF - get example 1")
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print("\n get example 1")
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print("-------------------")
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print("-------------------")
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m = HashMap(30, hash_function_1)
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m = HashMap(30, hash_function_1)
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print(m.get("key"))
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print(m.get("key"))
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m.put("key1", 10)
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m.put("key1", 10)
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print(m.get("key1"))
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print(m.get("key1"))
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print("\nPDF - get example 2")
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print("\n get example 2")
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print("-------------------")
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print("-------------------")
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m = HashMap(150, hash_function_2)
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m = HashMap(150, hash_function_2)
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for i in range(200, 300, 7):
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for i in range(200, 300, 7):
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print(i, m.get(str(i)), m.get(str(i)) == i * 10)
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print(i, m.get(str(i)), m.get(str(i)) == i * 10)
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print(i + 1, m.get(str(i + 1)), m.get(str(i + 1)) == (i + 1) * 10)
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print(i + 1, m.get(str(i + 1)), m.get(str(i + 1)) == (i + 1) * 10)
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print("\nPDF - contains_key example 1")
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print("\n contains_key example 1")
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print("----------------------------")
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print("----------------------------")
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m = HashMap(10, hash_function_1)
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m = HashMap(10, hash_function_1)
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print(m.contains_key("key1"))
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print(m.contains_key("key1"))
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m.remove("key3")
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m.remove("key3")
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print(m.contains_key("key3"))
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print(m.contains_key("key3"))
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print("\nPDF - contains_key example 2")
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print("\n contains_key example 2")
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print("----------------------------")
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print("----------------------------")
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m = HashMap(75, hash_function_2)
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m = HashMap(75, hash_function_2)
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keys = [i for i in range(1, 1000, 20)]
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keys = [i for i in range(1, 1000, 20)]
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result &= not m.contains_key(str(key + 1))
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result &= not m.contains_key(str(key + 1))
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print(result)
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print(result)
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print("\nPDF - remove example 1")
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print("\n remove example 1")
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print("----------------------")
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print("----------------------")
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m = HashMap(50, hash_function_1)
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m = HashMap(50, hash_function_1)
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print(m.get("key1"))
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print(m.get("key1"))
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print(m.get("key1"))
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print(m.get("key1"))
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m.remove("key4")
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m.remove("key4")
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print("\nPDF - clear example 1")
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print("\n clear example 1")
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print("---------------------")
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print("---------------------")
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m = HashMap(100, hash_function_1)
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m = HashMap(100, hash_function_1)
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print(m.get_size(), m.get_capacity())
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print(m.get_size(), m.get_capacity())
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m.clear()
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m.clear()
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print(m.get_size(), m.get_capacity())
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print(m.get_size(), m.get_capacity())
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print("\nPDF - clear example 2")
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print("\n clear example 2")
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print("---------------------")
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print("---------------------")
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m = HashMap(50, hash_function_1)
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m = HashMap(50, hash_function_1)
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print(m.get_size(), m.get_capacity())
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print(m.get_size(), m.get_capacity())
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m.clear()
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m.clear()
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print(m.get_size(), m.get_capacity())
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print(m.get_size(), m.get_capacity())
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print("\nPDF - get_keys example 1")
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print("\n get_keys example 1")
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print("------------------------")
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print("------------------------")
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m = HashMap(10, hash_function_2)
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m = HashMap(10, hash_function_2)
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for i in range(100, 200, 10):
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for i in range(100, 200, 10):
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