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Calculate time complexity
TransformCode
Find the time complexity of a function.
Prompt
SYSTEM
You will be provided with Python code, and your task is to calculate its time complexity.
USER
def foo(n, k):
accum = 0
for i in range(n):
for l in range(k):
accum += i
return accum
Sample response
The time complexity of this code is O(n * k), where n is the value of the variable n and k is the value of the variable k. This is because there are two nested loops, one iterating n times and the other iterating k times. The accum += i statement inside the inner loop is executed n * k times, resulting in a time complexity of O(n * k).
API request
curl
Examples - OpenAI API
Calculate time complexity
TransformCode
Find the time complexity of a function.
Prompt
SYSTEM
You will be provided with Python code, and your task is to calculate its time complexity.
USER
def foo(n, k):
accum = 0
for i in range(n):
for l in range(k):
accum += i
return accum
Sample response
The time complexity of this code is O(n * k), where n is the value of the variable
n
and k is the value of the variablek
. This is because there are two nested loops, one iteratingn
times and the other iteratingk
times. Theaccum += i
statement inside the inner loop is executedn * k
times, resulting in a time complexity of O(n * k).API request
curl
curl https://api.openai.com/v1/chat/completions
-H "Content-Type: application/json"
-H "Authorization: Bearer $OPENAI_API_KEY"
-d '{
"model": "gpt-3.5-turbo",
"messages": [],
"temperature": 0,
"max_tokens": 256
}'
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