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Rock - Delia #29

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2 changes: 1 addition & 1 deletion README.md
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@ By the end of this exercise you should be able to:

Given an array of strings, group anagrams together.

### Example
### Example

```
Input: ["eat", "tea", "tan", "ate", "nat", "bat"],
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77 changes: 68 additions & 9 deletions hash_practice/exercises.py
Original file line number Diff line number Diff line change
@@ -1,29 +1,88 @@

def grouped_anagrams(strings):
"""
1. Map each ordered string as a key, appending subsequent matching ordered strings as lists
2. Return the list values in an array
"""
""" This method will return an array of arrays.
Each subarray will have strings which are anagrams of each other
Time Complexity: ?
Space Complexity: ?
Time Complexity: O(n)
Space Complexity: O(n) in worst case (no anagrams)
Comment on lines +9 to +10

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👍

"""
pass

if strings == []:
return []

anagrams_dict = {}
for word in strings: # O(n)
temp = "".join(sorted(word)) # * (O(m) + O(m log(m))) = O(n * m * log(m))
if not anagrams_dict.get(temp):
anagrams_dict[temp] = [word]
else:
anagrams_dict[temp].append(word)

return list(anagrams_dict.values()) # O(n) for worst case -> 2n

def top_k_frequent_elements(nums, k):
"""
1. Count occurrences for each num, map them in dict
2. Sort nums/values by value, in descending order
3. Return first k nums from sorted tuple list
"""
""" This method will return the k most common elements
In the case of a tie it will select the first occuring element.
Time Complexity: ?
Space Complexity: ?
Time Complexity: O(n log n)
Space Complexity: O(n) for worst case (each element once)
Comment on lines +34 to +35

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"""
pass
if nums == []:
return []

nums_values = {}
for num in nums: # O(n)
if nums_values.get(num):
nums_values[num] += 1
else:
nums_values[num] = 1

sorted_by_value = sorted(nums_values.items(), key = lambda x: x[1], reverse=True)
# sorted() is Timsort -> O(n log n)

result = []
for i in range(k): # O(k) -> close to constant
result.append(sorted_by_value[i][0])
return result

def valid_sudoku(table):
"""
1. Check each row for duplicates
2. Check each column for duplicates
3. Check each sub grid for duplicates
"""
""" This method will return the true if the table is still
a valid sudoku table.
Each element can either be a ".", or a digit 1-9
The same digit cannot appear twice or more in the same
row, column or 3x3 subgrid
Time Complexity: ?
Space Complexity: ?
Time Complexity: O(1)
Space Complexity: O(1)
"""
pass
rows = [[] for x in range(9)]
columns = [[] for x in range(9)]
sub_grids = [[[] for x in range(3)] for x in range(3)]

for row in range(0, 9): # O(n)
for col in range(0, 9): # * O(n) -> O(n^2) = 81, which is the given n, which is a constant
if table[row][col] == ".":
continue
elif table[row][col] in rows[row]:
return False
elif table[row][col] in columns[col]:
return False
elif table[row][col] in sub_grids[row // 3][col // 3]:
return False
else:
rows[row].append(table[row][col])
columns[col].append(table[row][col])
sub_grids[row // 3][col // 3].append(table[row][col])

return True
2 changes: 1 addition & 1 deletion tests/test_grouped_anagrams.py
Original file line number Diff line number Diff line change
Expand Up @@ -69,7 +69,7 @@ def test_will_work_for_strings_which_are_all_not_anagrams():
["pop"],
["pan"],
["pap"]
];
]

# Assert
assert len(answer) == 6
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