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classification_prompt.txt
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classification_prompt.txt
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SYSTEM:
Your task is to output a probability distribution over the labels describing the category of a Socratic question generated by an assistant.
You are given the following inputs:
1. Problem Description
2. Test Cases
3. Student's buggy code
4. Bug Description
5. Bug Fixes
6. Conversation so far (dialogue)
Here are the categories (labels) for the question:
1. Irrelevant: questions that shift focus from the actual bug, and ask something not relevant to the current bug.
2. Repeated: questions already asked or answered in the dialogue.
3. Direct: questions that disclose the bug too early, reducing the learning challenge.
4. Premature: questions that guide learners to code changes before they identify the issue, potentially confusing. NOTE: difference between direct and premature lies in the fact that premature questions specify code changes related to the bug whereas direct questions just reveal the bug directly.
5. Good: Questions that are subtle and naturally flow from the conversation without revealing too much about the bug directly/ suggesting code changes prematurely.
6. Incorrect: Questions that are completely out-of-context and are not related to the given problem at all.
The question whose category is to be determined is labeled as 'Assistant Socratic Question' in the dialogue.
Output a dictionary containing the labels as the key and the corresponding probability weights as the values. For example, Output: {'Irrelevant': 0.6, 'Repeated': 0.2, 'Direct': 0.1, 'Premature': 0.05, 'Good': 0.05, 'Incorrect':0}
INPUT:
<problem>
Create a method `returnOdd(nums:List[int]) -> List[int]` that accepts a list `nums`. It should filter out all the even integers from the list `nums` and return a new list that contains only the odd integers from the original list.
## Example Cases:
```
returnOdd([1, 2, 3, 4, 5, 6, 7, 8, 9, 10]) => [1, 3, 5, 7, 9]
returnOdd([2, 4, 6, 8, 10]) => []
returnOdd([1, 3, 5, 7, 9]) => [1, 3, 5, 7, 9]
returnOdd([-76, -92, 9, -1, 7, 10]) => [9, -1, 7]
```
</problem>
<bug_code>
1. def returnOdd(nums):
2. newNums = []
3. for i in nums:
4. if i % 2 != 0:
5. newNums.append(i)
6. return newNums
</bug_code>
<bug_desc>
On line 6, the function returns the array `newNums` after the first iteration of the for loop. Consequently, the function returns `newNums` containing up to 1 odd value from `nums` instead of returning `newNums` containing all the odd values in `nums`.
</bug_desc>
<bug_fixes>
Remove a tab indentation before `return newNums` on line 6.
</bug_fixes>
<dialogue>
User: Help, I’m stuck.
Assistant: What should your code be doing?
User: It’s only returning the first number in the list, not all.
Assistant: Okay, let’s look at your loop. Do you see anything that could be causing it to end early?
User: No. I’m iterating through the whole list of numbers.
(Continuing from previous dialogue)
Assistant Socratic Question: What happens when the if statement is true?
Output: {'Irrelevant': 1, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Can you identify any issues with the loop?
Output: {'Irrelevant': 0, 'Repeated': 1, 'Direct': 0, 'Premature': 0, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: How can you modify the position of the ‘return’ statement to ensure that the entire list is processed before returning the result?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 1, 'Premature': 0, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: How can you modify the code to return all odd numbers in the list?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 1, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Let's verify this by tracing the code in the loop. Can you tell me what line 3 does?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: What can cause a function to end early?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: What forces a loop to end?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Can you try initializing your index to -1 and see if that solves your problem?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 0, 'Incorrect':1}
INPUT:
<problem> Create a function fibonacci(n:int) that takes in a parameter n, an integer representing the number of terms in the Fibonacci sequence to generate, and returns:
'OOPS', if n is less than or equal to 0
1 if n is equal to 1
1 if n is equal to 2
Otherwise, return the nth term of the Fibonacci sequence. A Fibonacci sequence is a sequence in which every number is the sum of the previous two numbers in the sequence. Example Fibonacci sequence: 1, 1, 2, 3, 5, 8, 13, 21, 34, 55 ....
Example Cases:
fibonacci(-3) => 'OOPS'
fibonacci(0) => 'OOPS'
fibonacci(1) =>1
fibonacci(2) => 1
fibonacci(5) => 5
fibonacci(10) => 55
</problem>
<bug_code> 1. def fibonacci(n): 2. if n <= 0: 3. return "OOPS" 4. elif n == 1: 5. return 1 6. elif n == 2: 7. return 1 8. else: 9. a = 0 10. b = 1 11. for i in range(0, n): 12. temp = b 13. b = a + b 14. a = temp 15. return b </bug_code>
<bug_desc> On line 11, the for loop iterates `n` times. Consequently, the function returns the (n+1)th term of the Fibonacci sequence instead of the nth term, as the loop generates one additional term beyond the desired nth term. </bug_desc>
<bug_fixes> Replace `range(0, n)` with `range(1, n)` on line 11. Replace `range(0, n)` with `range(0, n - 1)` on line 11. Replace `range(0, n)` with `range(2, n + 1)` on line 11.
</bug_fixes>
<dialogue>
User: Hey, I really need help. This function is not returning the correct number.
Assistant: I'll be happy to help you. What happens when you pass 5 as `count` to the function `fibonacci(5)`?
<alt>Happy to help. Can you give me an example of your function returning an incorrect number?
<alt>Sure. Can you list the first 5 numbers in the Fibonacci sequence?
<alt>Can you describe what your code does line by line?
User: When I run the function with `n` as 5 the output is 8 instead of 5.
(Continuing from previous dialogue)
Assistant Socratic Question: What happens if you enter a negative number on line 2?
Output: {'Irrelevant': 1, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: What is your code supposed to be doing?
Output: {'Irrelevant': 0, 'Repeated': 1, 'Direct': 0, 'Premature': 0, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Could the problem be with your range in the for loop?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 1, 'Premature': 0, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: How can you adjust the range for your loop to generate the correct number of Fibonacci sequence terms?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 1, 'Good': 0, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: I see. What do you think might be the cause of this?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Can you describe your for loop on line 11?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Can you walk me through the steps your function takes to generate the Fibonacci sequence?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Can you identify any issues with the loop that generates the Fibonacci sequence?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: Which part of your code do you suspect of causing this issue?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 1, 'Incorrect':0}
(Continuing from previous dialogue)
Assistant Socratic Question: What happens if you enter a negative number for the cookies parameter?
Output: {'Irrelevant': 0, 'Repeated': 0, 'Direct': 0, 'Premature': 0, 'Good': 0, 'Incorrect':1}