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Fix potential NoneType error #1247

Merged
merged 5 commits into from May 15, 2024
Merged

Fix potential NoneType error #1247

merged 5 commits into from May 15, 2024

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seehi
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@seehi seehi commented May 6, 2024

User description

Features

  • Fix potential NoneType error
  • Update comment in rag_pipeline example

Feature Docs

Influence

Result

Other


PR Type

bug_fix


Description

  • Added null checks to prevent NoneType errors when self._index is None in BM25Retriever.
  • Ensures that methods insert_nodes and persist are only called if self._index is not None, enhancing the robustness of the code.

Changes walkthrough 📝

Relevant files
Bug fix
bm25_retriever.py
Add null checks for `self._index` in BM25Retriever             

metagpt/rag/retrievers/bm25_retriever.py

  • Added checks to ensure self._index is not None before calling
    insert_nodes and persist.
  • +4/-2     

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    PR Description updated to latest commit (d4c0678)

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    PR Review 🔍

    ⏱️ Estimated effort to review [1-5]

    2, because the changes are straightforward and localized to null checks in two methods. The logic is simple and the amount of changed code is minimal.

    🧪 Relevant tests

    No

    ⚡ Possible issues

    Possible Bug: The PR does not address what should happen if self._index is None beyond skipping the operations. It might be beneficial to log a warning or handle this case more explicitly.

    🔒 Security concerns

    No

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    PR Code Suggestions ✨

    CategorySuggestions                                                                                                                                                       
    Possible issue
    Ensure that self._index is valid before using it.

    Consider checking if self._index is not only non-null but also fully initialized or valid
    before calling methods on it. This can prevent runtime errors if self._index is in an
    unexpected state.

    metagpt/rag/retrievers/bm25_retriever.py [43-44]

    -if self._index:
    +if self._index and self._index.is_valid():
         self._index.insert_nodes(nodes, **kwargs)
     
    Enhancement
    Validate the persist_dir argument before using it.

    To avoid potential issues with the persist_dir argument not being a string or being
    malformed, validate the persist_dir before using it in the persist method.

    metagpt/rag/retrievers/bm25_retriever.py [48-49]

    -if self._index:
    +if self._index and isinstance(persist_dir, str) and os.path.isdir(persist_dir):
         self._index.storage_context.persist(persist_dir)
     

    @codecov-commenter
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    codecov-commenter commented May 6, 2024

    Codecov Report

    All modified and coverable lines are covered by tests ✅

    Project coverage is 70.23%. Comparing base (f201b2f) to head (53369ee).

    ❗ Your organization needs to install the Codecov GitHub app to enable full functionality.

    Additional details and impacted files
    @@           Coverage Diff           @@
    ##             main    #1247   +/-   ##
    =======================================
      Coverage   70.22%   70.23%           
    =======================================
      Files         316      316           
      Lines       18860    18862    +2     
    =======================================
    + Hits        13245    13248    +3     
    + Misses       5615     5614    -1     

    ☔ View full report in Codecov by Sentry.
    📢 Have feedback on the report? Share it here.

    """RAG pipeline.

    Note:
    1. If `use_llm_ranker` is True, then will use LLM Reranker to get better result, but it is not always guaranteed that the output will be parseable for reranking,
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    then it will

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    fixed

    @geekan geekan merged commit b6601db into geekan:main May 15, 2024
    1 of 3 checks passed
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