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Rock - Delia #29
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Original file line number | Diff line number | Diff line change |
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@@ -1,29 +1,88 @@ | ||
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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) | ||
""" | ||
pass | ||
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if strings == []: | ||
return [] | ||
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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) | ||
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return list(anagrams_dict.values()) # O(n) for worst case -> 2n | ||
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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
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||
""" | ||
pass | ||
if nums == []: | ||
return [] | ||
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nums_values = {} | ||
for num in nums: # O(n) | ||
if nums_values.get(num): | ||
nums_values[num] += 1 | ||
else: | ||
nums_values[num] = 1 | ||
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sorted_by_value = sorted(nums_values.items(), key = lambda x: x[1], reverse=True) | ||
# sorted() is Timsort -> O(n log n) | ||
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result = [] | ||
for i in range(k): # O(k) -> close to constant | ||
result.append(sorted_by_value[i][0]) | ||
return result | ||
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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)] | ||
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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]) | ||
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return True |
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