Leetcode 706 Design HashMap

Design a HashMap without using any built-in hash table libraries.

Implement the MyHashMap class:

MyHashMap() initializes the object with an empty map. void put(int key, int value) inserts a (key, value) pair into the HashMap. If the key already exists in the map, update the corresponding value. int get(int key) returns the value to which the specified key is mapped, or -1 if this map contains no mapping for the key. void remove(key) removes the key and its corresponding value if the map contains the mapping for the key.

Input
["MyHashMap", "put", "put", "get", "get", "put", "get", "remove", "get"]
[[], [1, 1], [2, 2], [1], [3], [2, 1], [2], [2], [2]]
Output
[null, null, null, 1, -1, null, 1, null, -1]

Explanation
MyHashMap myHashMap = new MyHashMap();
myHashMap.put(1, 1); // The map is now [[1,1]]
myHashMap.put(2, 2); // The map is now [[1,1], [2,2]]
myHashMap.get(1);    // return 1, The map is now [[1,1], [2,2]]
myHashMap.get(3);    // return -1 (i.e., not found), The map is now [[1,1], [2,2]]
myHashMap.put(2, 1); // The map is now [[1,1], [2,1]] (i.e., update the existing value)
myHashMap.get(2);    // return 1, The map is now [[1,1], [2,1]]
myHashMap.remove(2); // remove the mapping for 2, The map is now [[1,1]]
myHashMap.get(2);    // return -1 (i.e., not found), The map is now [[1,1]]
class MyHashMap:

    def __init__(self):
        """
        Initialize your data structure here.
        """
        self.data = [Node() for _ in range(1000)]
        
    def hashcode(self, key):
        size = len(self.data)
        return key % size

    def put(self, key: int, value: int) -> None:
        """
        value will always be non-negative.
        """
        hashcode = self.hashcode(key)
        head = self.data[hashcode]
        while head.next:
            if head.next.key == key:
                head.next.val = value
                return
            head = head.next
        head.next = Node(key, value)
            
        

    def get(self, key: int) -> int:
        """
        Returns the value to which the specified key is mapped, or -1 if this map contains no mapping for the key
        """
        hashcode = self.hashcode(key)
        head = self.data[hashcode]
        while head.next:
            if head.next.key == key:
                return head.next.val
            head = head.next
        return -1

    def remove(self, key: int) -> None:
        """
        Removes the mapping of the specified value key if this map contains a mapping for the key
        """
        hashcode = self.hashcode(key)
        head = self.data[hashcode]
        
        while head.next:
            if head.next.key == key:
                toremove = head.next
                head.next = toremove.next
                toremove.next = None
                return
            head = head.next


class Node:
    def __init__(self, key = -1, val = -1, next = None):
        self.key = key
        self.val = val
        self.next = next