Instead of an exact search, implement a fuzzy search to find branch names associated with an issue

[abuzarmahmood]

Sometimes, branch names are truncated
For example:
Issue name: Update blech_exp_info.py to accept multiple opto conditions
Branch name: 396-update-blech_exp_infopy-to-accept-multiple-opto-conditions

[abuzarmahmood]

The issue at hand involves implementing a fuzzy search mechanism to find branch names associated with an issue, as the current exact matching approach can be problematic when branch names are truncated or slightly different from the issue title.

Suggestions and Changes Made:

1. Relevant Files Identified:

   • branch_handler.py: Handles operations related to branch management, including searching for branch names. Modifications here are essential for implementing a fuzzy search algorithm.
   • response_agent.py: Responsible for generating responses or handling interactions involving branch names. It may need adjustments to accommodate changes in branch searching logic.
   • git_utils.py: Contains functions related to Git operations, including branch handling. It may require updates to support fuzzy searching capabilities.

2. Plan to Address the Issues:

   • Utilize a library like fuzzywuzzy to compare branch names with the issue title and select those with a high similarity score.

3. Specific Changes Suggested:

   • Implement Fuzzy Search in Branch Handler:

     • File: branch_handler.py
     • Lines: 42-59
     • Description: Modify the logic to use fuzzy matching instead of exact matching for branch names.
     • Code Snippet:

       from fuzzywuzzy import fuzz
       
       # Check local branches
       for branch in repo.heads:
           similarity = fuzz.ratio(possible_branch_name, branch.name)
           if similarity > 80:  # Threshold for fuzzy matching
               related_branches.append((branch.name, False))
       
       # Check remote branches
       for remote in repo.remotes:
           for ref in remote.refs:
               if ref.name.endswith('/HEAD'):
                   continue
               branch_name = ref.name.split('/', 1)[1]
               similarity = fuzz.ratio(possible_branch_name, branch_name)
               if similarity > 80:
                   related_branches.append((branch_name, True))

   • Update Git Utilities to Support Fuzzy Search:

     • File: git_utils.py
     • Lines: 186-209
     • Description: Ensure that the get_issue_related_branches function is called with the updated fuzzy search logic.
     • Code Snippet:

       from fuzzywuzzy import fuzz
       
       # Existing logic to get related branches
       related_branches = get_issue_related_branches(repo_path, issue)
       
       # Use fuzzy matching to filter branches
       unique_branches = set([branch_name for branch_name, _ in related_branches])
       branch_dict = {}
       for branch_name in unique_branches:
           similarity = fuzz.ratio(issue.title, branch_name)
           if similarity > 80:
               branch_dict[branch_name] = [related_branches[ind][1] for ind, (name, _) in enumerate(related_branches) if name == branch_name]

   • Ensure Response Agent Handles Fuzzy Search Results:

     • File: response_agent.py
     • Description: Review the logic to ensure it can handle multiple branch names returned from the fuzzy search and select the most appropriate one based on additional criteria if necessary.

These changes aim to enhance the system's ability to find branches related to an issue, even if the branch names are not exact matches to the issue title.

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This response was automatically generated by blech_bot using model gpt-4o

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This response was automatically generated by blech_bot

[abuzarmahmood]

Given the following information, use partial_ratio instead pf ratio

2. Fuzz Partial Ratio:

Fuzz Partial Ratio is a string matching algorithm that extends the concept of Fuzz Ratio but considers only the best matching substring between two strings. It calculates the similarity score based on the length of the longest common substring, rather than the entire string. This approach helps to handle cases where one string is a subset or prefix of the other.

Example:
String 1: “apple pie”
String 2: “pie”
Fuzz Partial Ratio: 100

When to use Fuzz Partial Ratio:
Fuzz Partial Ratio is useful when you want to find the similarity between two strings, focusing only on the best matching substring. It is particularly effective for identifying matches when one string is a subset or prefix of the other.

[abuzarmahmood]

Based on the user feedback and the content of the relevant files, here is an improved response that incorporates the use of fuzz.partial_ratio instead of fuzz.ratio for fuzzy matching:

Suggestions and Changes Made:

1. Relevant Files Identified:

   • branch_handler.py: Handles operations related to branch management, including searching for branch names. Modifications here are essential for implementing a fuzzy search algorithm using fuzz.partial_ratio.
   • git_utils.py: Contains functions related to Git operations, including branch handling. It may require updates to support fuzzy searching capabilities.
   • response_agent.py: Responsible for generating responses or handling interactions involving branch names. It may need adjustments to accommodate changes in branch searching logic.

2. Plan to Address the Issues:

   • Utilize a library like fuzzywuzzy to compare branch names with the issue title and select those with a high similarity score using fuzz.partial_ratio.

3. Specific Changes Suggested:

   • Implement Fuzzy Search in Branch Handler:

     • File: branch_handler.py
     • Lines: 46-59
     • Description: Modify the logic to use fuzz.partial_ratio instead of exact matching for branch names.
     • Code Snippet:

       from fuzzywuzzy import fuzz
       
       # Check local branches
       for branch in repo.heads:
           similarity = fuzz.partial_ratio(possible_branch_name, branch.name)
           if similarity > 80:  # Threshold for fuzzy matching
               related_branches.append((branch.name, False))
       
       # Check remote branches
       for remote in repo.remotes:
           for ref in remote.refs:
               if ref.name.endswith('/HEAD'):
                   continue
               branch_name = ref.name.split('/', 1)[1]
               similarity = fuzz.partial_ratio(possible_branch_name, branch_name)
               if similarity > 80:
                   related_branches.append((branch_name, True))

   • Update Git Utilities to Support Fuzzy Search:

     • File: git_utils.py
     • Lines: 186-209
     • Description: Ensure that the get_issue_related_branches function is called with the updated fuzzy search logic using fuzz.partial_ratio.
     • Code Snippet:

       from fuzzywuzzy import fuzz
       
       # Existing logic to get related branches
       related_branches = get_issue_related_branches(repo_path, issue)
       
       # Use fuzzy matching to filter branches
       unique_branches = set([branch_name for branch_name, _ in related_branches])
       branch_dict = {}
       for branch_name in unique_branches:
           similarity = fuzz.partial_ratio(issue.title, branch_name)
           if similarity > 80:
               branch_dict[branch_name] = [related_branches[ind][1] for ind, (name, _) in enumerate(related_branches) if name == branch_name]

   • Ensure Response Agent Handles Fuzzy Search Results:

     • File: response_agent.py
     • Description: Review the logic to ensure it can handle multiple branch names returned from the fuzzy search and select the most appropriate one based on additional criteria if necessary.

These changes aim to enhance the system's ability to find branches related to an issue, even if the branch names are not exact matches to the issue title, by focusing on the best matching substring.

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This response was automatically generated by blech_bot using model gpt-4o

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This response was automatically generated by blech_bot

[abuzarmahmood]

[ develop_issue ]

[abuzarmahmood]

Created pull request: #97
Continue discussion there.

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This response was automatically generated by blech_bot

[abuzarmahmood]

Error processing issue #96: 'str' object has no attribute 'body'

Traceback (most recent call last):
  File "/media/bigdata/projects/blech_github_bot/src/response_agent.py", line 1009, in process_issue
    pr_creation_comment_bool, pr_creation_comment = triggers.has_pr_creation_comment(
  File "/media/bigdata/projects/blech_github_bot/src/triggers.py", line 114, in has_pr_creation_comment
    pr_comment_bool = any(
  File "/media/bigdata/projects/blech_github_bot/src/triggers.py", line 115, in <genexpr>
    'Created pull request' in comment.body for comment in comments)
AttributeError: 'str' object has no attribute 'body'

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This response was automatically generated by blech_bot using model gpt-4o