text stringlengths 343 898 | sample_id stringlengths 20 22 | language stringclasses 1 value | difficulty stringclasses 3 values |
|---|---|---|---|
<bos><start_of_turn>user
Fix the bug in this Python class
Input code:
```python
def function_v32():
# Buggy: range(1, n)
x = 10
result = x range(1, n) 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is range: using 'range(1, n)' instead of 'range(n)'.
**Improved code:**
```python
def function_v32():
# Fixed: range(n)
x = 10
result = x range(n) 2
return result
```<end_of_turn><eos> | python_medium_f0edd5a0 | python | medium |
<bos><start_of_turn>user
Refactor this code to use enumerate
Input code:
```python
for i in range(len(items)):
print(i, items[i])
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use enumerate for better readability and performance.
**Improved code:**
```python
for i, item in enumerate(items):
print(i, item)
```<end_of_turn><eos> | python_medium_de2f3509 | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
def process_v1405():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v1405():
"""Process the data and return results."""
```<end_of_turn><eos> | python_hard_da41cbfb | python | hard |
<bos><start_of_turn>user
Refactor this code to use list comprehension
Input code:
```python
result = []
for i in range(10):
if i % 2 == 0:
result.append(i ** 2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use list comprehension for better readability and performance.
**Improved code:**
```python
result = [i ** 2 for i in range(10) if i % 2 == 0]
```<end_of_turn><eos> | python_easy_cb24a338 | python | easy |
<bos><start_of_turn>user
Implement merge sort in Python
Input code:
```python
def merge_sort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented merge sort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def merge_sort(arr):
if len(arr) <= 1:
return arr
mid = len(arr) // 2
left = merge_sort(arr[:mid])
right = merge_sort(arr[mid:])
return merge(left, right)
def merge(left, right):
result = []
i = j = 0
while i < len(left) and j < len(right):
if left[i] <= right[j]:
result.append(left[i])
i += 1
else:
result.append(right[j])
j += 1
result.extend(left[i:])
result.extend(right[j:])
return result
```<end_of_turn><eos> | python_medium_0faa9843 | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
def calc_v945(x, y):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: better variable names
**Improved code:**
```python
def calculate_sum_v945(first_number, second_number):
```<end_of_turn><eos> | python_medium_28fd93a6 | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python loop
Input code:
```python
def function_v376():
# Buggy: range(1, n)
x = 10
result = x range(1, n) 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is range: using 'range(1, n)' instead of 'range(n)'.
**Improved code:**
```python
def function_v376():
# Fixed: range(n)
x = 10
result = x range(n) 2
return result
```<end_of_turn><eos> | python_easy_826719cf | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def process_v1521():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v1521():
"""Process the data and return results."""
```<end_of_turn><eos> | python_easy_e3b3e6a2 | python | easy |
<bos><start_of_turn>user
Implement quicksort in Python
Input code:
```python
def quicksort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented quicksort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def quicksort(arr):
if len(arr) <= 1:
return arr
pivot = arr[len(arr) // 2]
left = [x for x in arr if x < pivot]
middle = [x for x in arr if x == pivot]
right = [x for x in arr if x > pivot]
return quicksort(left) + middle + quicksort(right)
```<end_of_turn><eos> | python_medium_7153cec6 | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python method
Input code:
```python
def process(obj):
if obj:
return obj.value
return None
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is null check: using 'if obj:' instead of 'if obj is not None:'.
**Improved code:**
```python
def process(obj):
if obj is not None:
return obj.value
return None
```<end_of_turn><eos> | python_easy_b277e062 | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
def process_v73():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v73():
"""Process the data and return results."""
```<end_of_turn><eos> | python_hard_21d98f49 | python | hard |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
def add_v25(a, b):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add type hints
**Improved code:**
```python
def add_v25(a: int, b: int) -> int:
```<end_of_turn><eos> | python_easy_04af8e6c | python | easy |
<bos><start_of_turn>user
Fix the bug in this Python class
Input code:
```python
def function_v1281():
# Buggy: list = list + [x]
x = 10
result = x list = list + [x] 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is list append: using 'list = list + [x]' instead of 'list.append(x)'.
**Improved code:**
```python
def function_v1281():
# Fixed: list.append(x)
x = 10
result = x list.append(x) 2
return result
```<end_of_turn><eos> | python_medium_c969c53c | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
if status == 1:
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: use constants
**Improved code:**
```python
STATUS_ACTIVE = 1
if status == STATUS_ACTIVE:
```<end_of_turn><eos> | python_medium_0308de8d | python | medium |
<bos><start_of_turn>user
Refactor this code to use dictionary comprehension
Input code:
```python
result = {}
for key, value in items:
result[key] = value * 2
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use dictionary comprehension for better readability and performance.
**Improved code:**
```python
result = {key: value * 2 for key, value in items}
```<end_of_turn><eos> | python_medium_6f2ce38b | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
def process_v684():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v684():
"""Process the data and return results."""
```<end_of_turn><eos> | python_medium_937b46f3 | python | medium |
<bos><start_of_turn>user
Implement BFS in Python
Input code:
```python
def bfs(graph, start):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented BFS algorithm with proper logic and edge case handling.
**Improved code:**
```python
def bfs(graph, start):
visited = {start}
queue = [start]
while queue:
vertex = queue.pop(0)
print(vertex)
for neighbor in graph[vertex]:
if neighbor not in visited:
visited.add(neighbor)
queue.append(neighbor)
return visited
```<end_of_turn><eos> | python_medium_a92c2d8e | python | medium |
<bos><start_of_turn>user
Refactor this code to use enumerate
Input code:
```python
for i in range(len(items)):
print(i, items[i])
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use enumerate for better readability and performance.
**Improved code:**
```python
for i, item in enumerate(items):
print(i, item)
```<end_of_turn><eos> | python_easy_de2f3509 | python | easy |
<bos><start_of_turn>user
Implement DFS in Python
Input code:
```python
def dfs(graph, start):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented DFS algorithm with proper logic and edge case handling.
**Improved code:**
```python
def dfs(graph, start, visited=None):
if visited is None:
visited = set()
visited.add(start)
print(start)
for neighbor in graph[start]:
if neighbor not in visited:
dfs(graph, neighbor, visited)
return visited
```<end_of_turn><eos> | python_medium_17de1f3f | python | medium |
<bos><start_of_turn>user
Refactor this code to use enumerate
Input code:
```python
for i in range(len(items)):
print(i, items[i])
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use enumerate for better readability and performance.
**Improved code:**
```python
for i, item in enumerate(items):
print(i, item)
```<end_of_turn><eos> | python_hard_de2f3509 | python | hard |
<bos><start_of_turn>user
Implement merge sort in Python
Input code:
```python
def merge_sort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented merge sort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def merge_sort(arr):
if len(arr) <= 1:
return arr
mid = len(arr) // 2
left = merge_sort(arr[:mid])
right = merge_sort(arr[mid:])
return merge(left, right)
def merge(left, right):
result = []
i = j = 0
while i < len(left) and j < len(right):
if left[i] <= right[j]:
result.append(left[i])
i += 1
else:
result.append(right[j])
j += 1
result.extend(left[i:])
result.extend(right[j:])
return result
```<end_of_turn><eos> | python_easy_0faa9843 | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def add_v1248(a, b):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add type hints
**Improved code:**
```python
def add_v1248(a: int, b: int) -> int:
```<end_of_turn><eos> | python_medium_e86d4331 | python | medium |
<bos><start_of_turn>user
Implement merge sort in Python
Input code:
```python
def merge_sort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented merge sort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def merge_sort(arr):
if len(arr) <= 1:
return arr
mid = len(arr) // 2
left = merge_sort(arr[:mid])
right = merge_sort(arr[mid:])
return merge(left, right)
def merge(left, right):
result = []
i = j = 0
while i < len(left) and j < len(right):
if left[i] <= right[j]:
result.append(left[i])
i += 1
else:
result.append(right[j])
j += 1
result.extend(left[i:])
result.extend(right[j:])
return result
```<end_of_turn><eos> | python_medium_0faa9843 | python | medium |
<bos><start_of_turn>user
Optimize this recursion implementation
Input code:
```python
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: cache results
**Improved code:**
```python
from functools import lru_cache
@lru_cache(maxsize=None)
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn><eos> | python_hard_bfafafb6 | python | hard |
<bos><start_of_turn>user
Refactor this code to simplify boolean expression
Input code:
```python
if condition == True:
return True
else:
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to simplify boolean expression for better readability and performance.
**Improved code:**
```python
return condition
```<end_of_turn><eos> | python_medium_3988ac6d | python | medium |
<bos><start_of_turn>user
Refactor this code to simplify boolean expression
Input code:
```python
if condition == True:
return True
else:
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to simplify boolean expression for better readability and performance.
**Improved code:**
```python
return condition
```<end_of_turn><eos> | python_medium_3988ac6d | python | medium |
<bos><start_of_turn>user
Optimize this loop implementation
Input code:
```python
for i in range(n_v1775):
for j in range(n_v1775):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v1775):
for j in range(i+1, n):
```<end_of_turn><eos> | python_hard_f69cb6fe | python | hard |
<bos><start_of_turn>user
Refactor this code to use list comprehension
Input code:
```python
result = []
for i in range(10):
if i % 2 == 0:
result.append(i ** 2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use list comprehension for better readability and performance.
**Improved code:**
```python
result = [i ** 2 for i in range(10) if i % 2 == 0]
```<end_of_turn><eos> | python_medium_cb24a338 | python | medium |
<bos><start_of_turn>user
Optimize this sorting algorithm implementation
Input code:
```python
for i in range(n_v1153):
for j in range(n_v1153):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v1153):
for j in range(i+1, n):
```<end_of_turn><eos> | python_medium_4099e82d | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python function
Input code:
```python
def check_value(x, y):
if x = y:
return True
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is comparison: using '=' instead of '=='.
**Improved code:**
```python
def check_value(x, y):
if x == y:
return True
return False
```<end_of_turn><eos> | python_medium_07b0f465 | python | medium |
<bos><start_of_turn>user
Optimize this search function implementation
Input code:
```python
result = []
for x in list:
result.append(x*2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: use built-in
**Improved code:**
```python
result = [x*2 for x in list]
```<end_of_turn><eos> | python_hard_723519b4 | python | hard |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
def process_v1095():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v1095():
"""Process the data and return results."""
```<end_of_turn><eos> | python_medium_32659be9 | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def process_v1609():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v1609():
"""Process the data and return results."""
```<end_of_turn><eos> | python_easy_c41930f6 | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
def add_v248(a, b):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add type hints
**Improved code:**
```python
def add_v248(a: int, b: int) -> int:
```<end_of_turn><eos> | python_easy_73edea1d | python | easy |
<bos><start_of_turn>user
Optimize this search function implementation
Input code:
```python
for i in range(n_v1867):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: add early termination
**Improved code:**
```python
for i in range(n_v1867):
if condition:
break
```<end_of_turn><eos> | python_medium_45b2720e | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python function
Input code:
```python
def process(obj):
if obj:
return obj.value
return None
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is null check: using 'if obj:' instead of 'if obj is not None:'.
**Improved code:**
```python
def process(obj):
if obj is not None:
return obj.value
return None
```<end_of_turn><eos> | python_medium_0946810e | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
result = very_long_function_call_v1417(param1, param2, param3, param4, param5)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: split long lines
**Improved code:**
```python
result = very_long_function_call_v1417(
param1, param2, param3,
param4, param5
)
```<end_of_turn><eos> | python_easy_92d847a7 | python | easy |
<bos><start_of_turn>user
Optimize this loop implementation
Input code:
```python
for i in range(n_v1472):
for j in range(n_v1472):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v1472):
for j in range(i+1, n):
```<end_of_turn><eos> | python_hard_ba8ed067 | python | hard |
<bos><start_of_turn>user
Optimize this sorting algorithm implementation
Input code:
```python
result = []
for x in list:
result.append(x*2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: use built-in
**Improved code:**
```python
result = [x*2 for x in list]
```<end_of_turn><eos> | python_hard_5861437c | python | hard |
<bos><start_of_turn>user
Fix the bug in this Python loop
Input code:
```python
def function_v265():
# Buggy: /
x = 10
result = x / 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is division: using '/' instead of '//'.
**Improved code:**
```python
def function_v265():
# Fixed: //
x = 10
result = x // 2
return result
```<end_of_turn><eos> | python_easy_c54ef2a9 | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
if status == 1:
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: use constants
**Improved code:**
```python
STATUS_ACTIVE = 1
if status == STATUS_ACTIVE:
```<end_of_turn><eos> | python_easy_8d441813 | python | easy |
<bos><start_of_turn>user
Implement BFS in Python
Input code:
```python
def bfs(graph, start):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented BFS algorithm with proper logic and edge case handling.
**Improved code:**
```python
def bfs(graph, start):
visited = {start}
queue = [start]
while queue:
vertex = queue.pop(0)
print(vertex)
for neighbor in graph[vertex]:
if neighbor not in visited:
visited.add(neighbor)
queue.append(neighbor)
return visited
```<end_of_turn><eos> | python_medium_a92c2d8e | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python method
Input code:
```python
def check_value(x, y):
if x = y:
return True
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is comparison: using '=' instead of '=='.
**Improved code:**
```python
def check_value(x, y):
if x == y:
return True
return False
```<end_of_turn><eos> | python_easy_5f2fc867 | python | easy |
<bos><start_of_turn>user
Optimize this loop implementation
Input code:
```python
for i in range(n_v435):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: add early termination
**Improved code:**
```python
for i in range(n_v435):
if condition:
break
```<end_of_turn><eos> | python_hard_99f1976b | python | hard |
<bos><start_of_turn>user
Fix the bug in this Python class
Input code:
```python
def function_v639():
# Buggy: list = list + [x]
x = 10
result = x list = list + [x] 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is list append: using 'list = list + [x]' instead of 'list.append(x)'.
**Improved code:**
```python
def function_v639():
# Fixed: list.append(x)
x = 10
result = x list.append(x) 2
return result
```<end_of_turn><eos> | python_medium_03b2c52d | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def process_v731():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v731():
"""Process the data and return results."""
```<end_of_turn><eos> | python_medium_faafaaf6 | python | medium |
<bos><start_of_turn>user
Optimize this loop implementation
Input code:
```python
for i in range(n_v343):
for j in range(n_v343):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v343):
for j in range(i+1, n):
```<end_of_turn><eos> | python_hard_3c083ea9 | python | hard |
<bos><start_of_turn>user
Fix the bug in this Python function
Input code:
```python
def check_value(x, y):
if x = y:
return True
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is comparison: using '=' instead of '=='.
**Improved code:**
```python
def check_value(x, y):
if x == y:
return True
return False
```<end_of_turn><eos> | python_medium_07b0f465 | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python class
Input code:
```python
def check_value(x, y):
if x = y:
return True
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is comparison: using '=' instead of '=='.
**Improved code:**
```python
def check_value(x, y):
if x == y:
return True
return False
```<end_of_turn><eos> | python_easy_d5b7f2b1 | python | easy |
<bos><start_of_turn>user
Refactor this code to use list comprehension
Input code:
```python
result = []
for i in range(10):
if i % 2 == 0:
result.append(i ** 2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use list comprehension for better readability and performance.
**Improved code:**
```python
result = [i ** 2 for i in range(10) if i % 2 == 0]
```<end_of_turn><eos> | python_easy_cb24a338 | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def add_v1168(a, b):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add type hints
**Improved code:**
```python
def add_v1168(a: int, b: int) -> int:
```<end_of_turn><eos> | python_hard_1479ffb2 | python | hard |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
def process_v1883():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v1883():
"""Process the data and return results."""
```<end_of_turn><eos> | python_medium_eaa673b1 | python | medium |
<bos><start_of_turn>user
Implement binary search in Python
Input code:
```python
def binary_search(arr, target):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented binary search algorithm with proper logic and edge case handling.
**Improved code:**
```python
def binary_search(arr, target):
left, right = 0, len(arr) - 1
while left <= right:
mid = (left + right) // 2
if arr[mid] == target:
return mid
elif arr[mid] < target:
left = mid + 1
else:
right = mid - 1
return -1
```<end_of_turn><eos> | python_easy_7673ea8a | python | easy |
<bos><start_of_turn>user
Optimize this sorting algorithm implementation
Input code:
```python
for i in range(n_v342):
for j in range(n_v342):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v342):
for j in range(i+1, n):
```<end_of_turn><eos> | python_hard_96e32171 | python | hard |
<bos><start_of_turn>user
Implement binary search in Python
Input code:
```python
def binary_search(arr, target):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented binary search algorithm with proper logic and edge case handling.
**Improved code:**
```python
def binary_search(arr, target):
left, right = 0, len(arr) - 1
while left <= right:
mid = (left + right) // 2
if arr[mid] == target:
return mid
elif arr[mid] < target:
left = mid + 1
else:
right = mid - 1
return -1
```<end_of_turn><eos> | python_hard_7673ea8a | python | hard |
<bos><start_of_turn>user
Implement BFS in Python
Input code:
```python
def bfs(graph, start):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented BFS algorithm with proper logic and edge case handling.
**Improved code:**
```python
def bfs(graph, start):
visited = {start}
queue = [start]
while queue:
vertex = queue.pop(0)
print(vertex)
for neighbor in graph[vertex]:
if neighbor not in visited:
visited.add(neighbor)
queue.append(neighbor)
return visited
```<end_of_turn><eos> | python_medium_a92c2d8e | python | medium |
<bos><start_of_turn>user
Refactor this code to use enumerate
Input code:
```python
for i in range(len(items)):
print(i, items[i])
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use enumerate for better readability and performance.
**Improved code:**
```python
for i, item in enumerate(items):
print(i, item)
```<end_of_turn><eos> | python_medium_de2f3509 | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python method
Input code:
```python
def function_v1787():
# Buggy: ==
x = 10
result = x == 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is assignment: using '==' instead of '='.
**Improved code:**
```python
def function_v1787():
# Fixed: =
x = 10
result = x = 2
return result
```<end_of_turn><eos> | python_medium_3e87d79b | python | medium |
<bos><start_of_turn>user
Implement merge sort in Python
Input code:
```python
def merge_sort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented merge sort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def merge_sort(arr):
if len(arr) <= 1:
return arr
mid = len(arr) // 2
left = merge_sort(arr[:mid])
right = merge_sort(arr[mid:])
return merge(left, right)
def merge(left, right):
result = []
i = j = 0
while i < len(left) and j < len(right):
if left[i] <= right[j]:
result.append(left[i])
i += 1
else:
result.append(right[j])
j += 1
result.extend(left[i:])
result.extend(right[j:])
return result
```<end_of_turn><eos> | python_hard_0faa9843 | python | hard |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
result = very_long_function_call_v961(param1, param2, param3, param4, param5)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: split long lines
**Improved code:**
```python
result = very_long_function_call_v961(
param1, param2, param3,
param4, param5
)
```<end_of_turn><eos> | python_medium_0189cf9b | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
result = very_long_function_call_v305(param1, param2, param3, param4, param5)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: split long lines
**Improved code:**
```python
result = very_long_function_call_v305(
param1, param2, param3,
param4, param5
)
```<end_of_turn><eos> | python_hard_3458229e | python | hard |
<bos><start_of_turn>user
Implement quicksort in Python
Input code:
```python
def quicksort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented quicksort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def quicksort(arr):
if len(arr) <= 1:
return arr
pivot = arr[len(arr) // 2]
left = [x for x in arr if x < pivot]
middle = [x for x in arr if x == pivot]
right = [x for x in arr if x > pivot]
return quicksort(left) + middle + quicksort(right)
```<end_of_turn><eos> | python_medium_7153cec6 | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
def process_v483():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v483():
"""Process the data and return results."""
```<end_of_turn><eos> | python_medium_769f2fc1 | python | medium |
<bos><start_of_turn>user
Fix the bug in this Python loop
Input code:
```python
def function_v547():
# Buggy: range(1, n)
x = 10
result = x range(1, n) 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is range: using 'range(1, n)' instead of 'range(n)'.
**Improved code:**
```python
def function_v547():
# Fixed: range(n)
x = 10
result = x range(n) 2
return result
```<end_of_turn><eos> | python_easy_97618aa1 | python | easy |
<bos><start_of_turn>user
Implement binary search in Python
Input code:
```python
def binary_search(arr, target):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented binary search algorithm with proper logic and edge case handling.
**Improved code:**
```python
def binary_search(arr, target):
left, right = 0, len(arr) - 1
while left <= right:
mid = (left + right) // 2
if arr[mid] == target:
return mid
elif arr[mid] < target:
left = mid + 1
else:
right = mid - 1
return -1
```<end_of_turn><eos> | python_medium_7673ea8a | python | medium |
<bos><start_of_turn>user
Refactor this code to extract method
Input code:
```python
def process_data(data):
# validation
if not data:
return None
if len(data) < 10:
return None
# processing
result = []
for item in data:
result.append(item * 2)
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to extract method for better readability and performance.
**Improved code:**
```python
def process_data(data):
if not _is_valid_data(data):
return None
return _transform_data(data)
def _is_valid_data(data):
return data and len(data) >= 10
def _transform_data(data):
return [item * 2 for item in data]
```<end_of_turn><eos> | python_easy_1485a906 | python | easy |
<bos><start_of_turn>user
Implement merge sort in Python
Input code:
```python
def merge_sort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented merge sort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def merge_sort(arr):
if len(arr) <= 1:
return arr
mid = len(arr) // 2
left = merge_sort(arr[:mid])
right = merge_sort(arr[mid:])
return merge(left, right)
def merge(left, right):
result = []
i = j = 0
while i < len(left) and j < len(right):
if left[i] <= right[j]:
result.append(left[i])
i += 1
else:
result.append(right[j])
j += 1
result.extend(left[i:])
result.extend(right[j:])
return result
```<end_of_turn><eos> | python_hard_0faa9843 | python | hard |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def process_v1200():
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add docstring
**Improved code:**
```python
def process_v1200():
"""Process the data and return results."""
```<end_of_turn><eos> | python_hard_42dcdfb4 | python | hard |
<bos><start_of_turn>user
Refactor this code to use dictionary comprehension
Input code:
```python
result = {}
for key, value in items:
result[key] = value * 2
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use dictionary comprehension for better readability and performance.
**Improved code:**
```python
result = {key: value * 2 for key, value in items}
```<end_of_turn><eos> | python_easy_6f2ce38b | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this function
Input code:
```python
def add_v1680(a, b):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add type hints
**Improved code:**
```python
def add_v1680(a: int, b: int) -> int:
```<end_of_turn><eos> | python_hard_19585e57 | python | hard |
<bos><start_of_turn>user
Fix the bug in this Python method
Input code:
```python
def check_value(x, y):
if x = y:
return True
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is comparison: using '=' instead of '=='.
**Improved code:**
```python
def check_value(x, y):
if x == y:
return True
return False
```<end_of_turn><eos> | python_easy_5f2fc867 | python | easy |
<bos><start_of_turn>user
Optimize this search function implementation
Input code:
```python
for i in range(n_v1188):
for j in range(n_v1188):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v1188):
for j in range(i+1, n):
```<end_of_turn><eos> | python_medium_ef63ebd4 | python | medium |
<bos><start_of_turn>user
Optimize this recursion implementation
Input code:
```python
for i in range(n_v900):
for j in range(n_v900):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v900):
for j in range(i+1, n):
```<end_of_turn><eos> | python_hard_3ea95954 | python | hard |
<bos><start_of_turn>user
Optimize this sorting algorithm implementation
Input code:
```python
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: cache results
**Improved code:**
```python
from functools import lru_cache
@lru_cache(maxsize=None)
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn><eos> | python_hard_50a18830 | python | hard |
<bos><start_of_turn>user
Optimize this recursion implementation
Input code:
```python
for i in range(n_v556):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: add early termination
**Improved code:**
```python
for i in range(n_v556):
if condition:
break
```<end_of_turn><eos> | python_hard_357bb9ad | python | hard |
<bos><start_of_turn>user
Refactor this code to simplify boolean expression
Input code:
```python
if condition == True:
return True
else:
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to simplify boolean expression for better readability and performance.
**Improved code:**
```python
return condition
```<end_of_turn><eos> | python_easy_3988ac6d | python | easy |
<bos><start_of_turn>user
Fix the bug in this Python conditional
Input code:
```python
def function_v587():
# Buggy: range(1, n)
x = 10
result = x range(1, n) 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is range: using 'range(1, n)' instead of 'range(n)'.
**Improved code:**
```python
def function_v587():
# Fixed: range(n)
x = 10
result = x range(n) 2
return result
```<end_of_turn><eos> | python_medium_cf2b03e5 | python | medium |
<bos><start_of_turn>user
Implement quicksort in Python
Input code:
```python
def quicksort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented quicksort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def quicksort(arr):
if len(arr) <= 1:
return arr
pivot = arr[len(arr) // 2]
left = [x for x in arr if x < pivot]
middle = [x for x in arr if x == pivot]
right = [x for x in arr if x > pivot]
return quicksort(left) + middle + quicksort(right)
```<end_of_turn><eos> | python_hard_7153cec6 | python | hard |
<bos><start_of_turn>user
Implement binary search in Python
Input code:
```python
def binary_search(arr, target):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented binary search algorithm with proper logic and edge case handling.
**Improved code:**
```python
def binary_search(arr, target):
left, right = 0, len(arr) - 1
while left <= right:
mid = (left + right) // 2
if arr[mid] == target:
return mid
elif arr[mid] < target:
left = mid + 1
else:
right = mid - 1
return -1
```<end_of_turn><eos> | python_easy_7673ea8a | python | easy |
<bos><start_of_turn>user
Implement BFS in Python
Input code:
```python
def bfs(graph, start):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented BFS algorithm with proper logic and edge case handling.
**Improved code:**
```python
def bfs(graph, start):
visited = {start}
queue = [start]
while queue:
vertex = queue.pop(0)
print(vertex)
for neighbor in graph[vertex]:
if neighbor not in visited:
visited.add(neighbor)
queue.append(neighbor)
return visited
```<end_of_turn><eos> | python_hard_a92c2d8e | python | hard |
<bos><start_of_turn>user
Refactor this code to simplify boolean expression
Input code:
```python
if condition == True:
return True
else:
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to simplify boolean expression for better readability and performance.
**Improved code:**
```python
return condition
```<end_of_turn><eos> | python_hard_3988ac6d | python | hard |
<bos><start_of_turn>user
Fix the bug in this Python function
Input code:
```python
def process(obj):
if obj:
return obj.value
return None
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is null check: using 'if obj:' instead of 'if obj is not None:'.
**Improved code:**
```python
def process(obj):
if obj is not None:
return obj.value
return None
```<end_of_turn><eos> | python_medium_0946810e | python | medium |
<bos><start_of_turn>user
Optimize this data structure implementation
Input code:
```python
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: cache results
**Improved code:**
```python
from functools import lru_cache
@lru_cache(maxsize=None)
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn><eos> | python_medium_3ca9041c | python | medium |
<bos><start_of_turn>user
Optimize this sorting algorithm implementation
Input code:
```python
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: cache results
**Improved code:**
```python
from functools import lru_cache
@lru_cache(maxsize=None)
def fib(n):
if n <= 1:
return n
return fib(n-1) + fib(n-2)
```<end_of_turn><eos> | python_hard_50a18830 | python | hard |
<bos><start_of_turn>user
Implement quicksort in Python
Input code:
```python
def quicksort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented quicksort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def quicksort(arr):
if len(arr) <= 1:
return arr
pivot = arr[len(arr) // 2]
left = [x for x in arr if x < pivot]
middle = [x for x in arr if x == pivot]
right = [x for x in arr if x > pivot]
return quicksort(left) + middle + quicksort(right)
```<end_of_turn><eos> | python_medium_7153cec6 | python | medium |
<bos><start_of_turn>user
Refactor this code to simplify boolean expression
Input code:
```python
if condition == True:
return True
else:
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to simplify boolean expression for better readability and performance.
**Improved code:**
```python
return condition
```<end_of_turn><eos> | python_easy_3988ac6d | python | easy |
<bos><start_of_turn>user
Optimize this data structure implementation
Input code:
```python
for i in range(n_v631):
for j in range(n_v631):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v631):
for j in range(i+1, n):
```<end_of_turn><eos> | python_medium_c4f8a701 | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
def calc_v144(x, y):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: better variable names
**Improved code:**
```python
def calculate_sum_v144(first_number, second_number):
```<end_of_turn><eos> | python_easy_707b7665 | python | easy |
<bos><start_of_turn>user
Refactor this code to extract method
Input code:
```python
def process_data(data):
# validation
if not data:
return None
if len(data) < 10:
return None
# processing
result = []
for item in data:
result.append(item * 2)
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to extract method for better readability and performance.
**Improved code:**
```python
def process_data(data):
if not _is_valid_data(data):
return None
return _transform_data(data)
def _is_valid_data(data):
return data and len(data) >= 10
def _transform_data(data):
return [item * 2 for item in data]
```<end_of_turn><eos> | python_easy_1485a906 | python | easy |
<bos><start_of_turn>user
Optimize this data structure implementation
Input code:
```python
for i in range(n_v270):
for j in range(n_v270):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: reduce complexity
**Improved code:**
```python
for i in range(n_v270):
for j in range(i+1, n):
```<end_of_turn><eos> | python_medium_738afc6f | python | medium |
<bos><start_of_turn>user
Implement binary search in Python
Input code:
```python
def binary_search(arr, target):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented binary search algorithm with proper logic and edge case handling.
**Improved code:**
```python
def binary_search(arr, target):
left, right = 0, len(arr) - 1
while left <= right:
mid = (left + right) // 2
if arr[mid] == target:
return mid
elif arr[mid] < target:
left = mid + 1
else:
right = mid - 1
return -1
```<end_of_turn><eos> | python_easy_7673ea8a | python | easy |
<bos><start_of_turn>user
Implement quicksort in Python
Input code:
```python
def quicksort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented quicksort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def quicksort(arr):
if len(arr) <= 1:
return arr
pivot = arr[len(arr) // 2]
left = [x for x in arr if x < pivot]
middle = [x for x in arr if x == pivot]
right = [x for x in arr if x > pivot]
return quicksort(left) + middle + quicksort(right)
```<end_of_turn><eos> | python_medium_7153cec6 | python | medium |
<bos><start_of_turn>user
Optimize this search function implementation
Input code:
```python
for i in range(len(arr)):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Optimized by: avoid repeated calculations
**Improved code:**
```python
n = len(arr)
for i in range(n_v347):
```<end_of_turn><eos> | python_hard_20ec0f4c | python | hard |
<bos><start_of_turn>user
Refactor this code to simplify boolean expression
Input code:
```python
if condition == True:
return True
else:
return False
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to simplify boolean expression for better readability and performance.
**Improved code:**
```python
return condition
```<end_of_turn><eos> | python_easy_3988ac6d | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
if status == 1:
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: use constants
**Improved code:**
```python
STATUS_ACTIVE = 1
if status == STATUS_ACTIVE:
```<end_of_turn><eos> | python_easy_0308de8d | python | easy |
<bos><start_of_turn>user
Refactor this code to use dictionary comprehension
Input code:
```python
result = {}
for key, value in items:
result[key] = value * 2
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Refactored to use dictionary comprehension for better readability and performance.
**Improved code:**
```python
result = {key: value * 2 for key, value in items}
```<end_of_turn><eos> | python_medium_6f2ce38b | python | medium |
<bos><start_of_turn>user
Improve the code style and readability of this class
Input code:
```python
def add_v1717(a, b):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: add type hints
**Improved code:**
```python
def add_v1717(a: int, b: int) -> int:
```<end_of_turn><eos> | python_easy_d69b04ff | python | easy |
<bos><start_of_turn>user
Fix the bug in this Python method
Input code:
```python
def function_v632():
# Buggy: ==
x = 10
result = x == 2
return result
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** The bug is assignment: using '==' instead of '='.
**Improved code:**
```python
def function_v632():
# Fixed: =
x = 10
result = x = 2
return result
```<end_of_turn><eos> | python_easy_e3b2010f | python | easy |
<bos><start_of_turn>user
Improve the code style and readability of this module
Input code:
```python
def calc_v1733(x, y):
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Improved by: better variable names
**Improved code:**
```python
def calculate_sum_v1733(first_number, second_number):
```<end_of_turn><eos> | python_medium_f05c76cb | python | medium |
<bos><start_of_turn>user
Implement merge sort in Python
Input code:
```python
def merge_sort(arr):
# TODO: implement
pass
```<end_of_turn>
<start_of_turn>model
I'll analyze this code and provide an improved version.
**Analysis:** Implemented merge sort algorithm with proper logic and edge case handling.
**Improved code:**
```python
def merge_sort(arr):
if len(arr) <= 1:
return arr
mid = len(arr) // 2
left = merge_sort(arr[:mid])
right = merge_sort(arr[mid:])
return merge(left, right)
def merge(left, right):
result = []
i = j = 0
while i < len(left) and j < len(right):
if left[i] <= right[j]:
result.append(left[i])
i += 1
else:
result.append(right[j])
j += 1
result.extend(left[i:])
result.extend(right[j:])
return result
```<end_of_turn><eos> | python_hard_0faa9843 | python | hard |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.