find_mode working

hash_map_sc.py

@@ -6,6 +6,7 @@
 # Description: HashMap implementation using Separate Chaining
 
 
+import matplotlib
 from a6_include import (
     DynamicArray,
     LinkedList,
@@ -76,6 +77,26 @@ class HashMap:
         else:
             node.value = value
 
+    def find_mode_put(self, key: str, value: object) -> None:
+        """Adds (or updates) a key/value pair to the hash map
+
+        Parameters
+        ----------
+        key : str
+            Identifier for the given value
+        value : object
+            Value to add, or update if the key is already present
+        """
+
+        hash = self._hash_function(key)
+        index = hash % self._capacity
+        node = self._buckets[index].contains(key)
+        if node is None:
+            self._buckets[index].insert(key, value)
+            self._size += 1
+        else:
+            node.value = node.value + value
+
     def empty_buckets(self) -> int:
         """Gets the number of empty buckets in the hash table
 
@@ -220,8 +241,21 @@ class HashMap:
 
 
 def find_mode(da: DynamicArray) -> (DynamicArray, int):
-    """
+    """Get the mode(s) and their frequency from a dynamic array
-    TODO: Write this implementation
+
+    If there is more than one value that has the highest frequency all values at
+    that frequency will be included. The dynamic array must contain at least 1
+    element, and all elements must be strings.
+
+    Parameters
+    ----------
+    da : DynamicArray
+        The dynamic array for which mode and frequency is needed
+
+    Returns
+    -------
+    (DynamicArray, int) : tuple
+        Dynamic array with the mode(s), Integer representing highest frequency
     """
 
     mode_arr = DynamicArray()
@@ -229,17 +263,22 @@ def find_mode(da: DynamicArray) -> (DynamicArray, int):
         mode_arr.append(da[0])
         return mode_arr, 1
 
-    # use this instance of your Separate Chaining HashMap
     map = HashMap(da.length() // 3, hash_function_1)
-
-    item = 1
     for i in range(da.length()):
-        key = "key" + str(item)
+        map.find_mode_put(da[i], 1)
-        map.put(key, da[i])
-        item += 1
 
-    return -1, -1
+    keys = map.get_keys()
+    max_val = 1
+    for i in range(keys.length()):
+        value = map.get(keys[i])
+        if value > max_val:
+            max_val = value
+            mode_arr = DynamicArray()
+            mode_arr.append(keys[i])
+        elif value == max_val:
+            mode_arr.append(keys[i])
 
+    return mode_arr, max_val
 
     # ------------------- BASIC TESTING ---------------------------------------- #
 
@@ -354,7 +393,11 @@ if __name__ == "__main__":
                 # NOT inserted keys must be absent
                 result &= not m.contains_key(str(key + 1))
             print(
-            capacity, result, m.get_size(), m.get_capacity(), round(m.table_load(), 2)
+                capacity,
+                result,
+                m.get_size(),
+                m.get_capacity(),
+                round(m.table_load(), 2),
             )
 
         print("\nPDF - get example 1")