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implement soundex similarity #335

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@MatthewErispe MatthewErispe commented Oct 16, 2024

Summary by CodeRabbit

  • New Features

    • Introduced a new phonetic similarity scoring mechanism using the Soundex algorithm for improved string comparison.
    • Updated the similarity function selection to include the new Soundex similarity option.
  • Bug Fixes

    • Enhanced clarity and extensibility of the similarity function handling by replacing if-else statements with a switch-case structure.

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Task linked: CU-86c0p7x2z Implement Soundex Comparison

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coderabbitai bot commented Oct 16, 2024

Walkthrough

The pull request introduces modifications to the LinkerProbabilistic class within the JeMPI_Linker project. A new similarity scoring mechanism, SoundexSimilarity, is implemented, which utilizes the Soundex algorithm for phonetic string comparison. The method getSimilarityFunction is updated to accommodate this new scoring mechanism. Additionally, the static fields for similarity scoring are updated to include SOUNDEX_SIMILARITY, enhancing the structure and maintainability of the class.

Changes

File Change Summary
JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java - Added SoundexSimilarity class implementing SimilarityScore<Double>.
- Introduced static field SOUNDEX_SIMILARITY.
- Updated getSimilarityFunction method to handle SimilarityFunctionName enum using switch-case.
- Added SimilarityFunctionName enum with various similarity options.

Sequence Diagram(s)

sequenceDiagram
    participant User
    participant LinkerProbabilistic
    participant SoundexSimilarity

    User->>LinkerProbabilistic: Request similarity function
    LinkerProbabilistic->>LinkerProbabilistic: Check function name
    LinkerProbabilistic->>SoundexSimilarity: Use SOUNDEX_SIMILARITY
    SoundexSimilarity-->>LinkerProbabilistic: Return similarity score
    LinkerProbabilistic-->>User: Provide similarity score
Loading

🐇 In the land of code where rabbits hop,
A Soundex score now takes the top.
With functions clear and cases bright,
We find the matches, oh what a sight!
So let’s rejoice in this new delight,
For phonetic strings now shine so bright! 🌟


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Actionable comments posted: 2

🧹 Outside diff range and nitpick comments (2)
JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java (2)

288-305: Consider the applicability of Soundex for international names

The Soundex algorithm is designed for English pronunciation and may not perform accurately for non-English names. If the application handles international data, consider using phonetic algorithms like Metaphone or Double Metaphone, which better support international names.


288-305: Add unit tests for SoundexSimilarity

To ensure the correctness of the new SoundexSimilarity implementation, it's important to add unit tests covering various cases, including names that should match phonetically and those that should not.

Would you like me to help generate unit tests for SoundexSimilarity, or open a new GitHub issue to track this task?

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

📥 Commits

Files that changed from the base of the PR and between 76b7f24 and 438b3f9.

📒 Files selected for processing (1)
  • JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java (4 hunks)
🧰 Additional context used
🔇 Additional comments (1)
JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java (1)

31-31: LGTM!

The addition of the SOUNDEX_SIMILARITY static field is appropriate and follows the existing pattern for similarity functions.

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Actionable comments posted: 0

🧹 Outside diff range and nitpick comments (1)
JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java (1)

41-41: LGTM with suggestion: Use of SimilarityFunctionName enum

The update to use SimilarityFunctionName.valueOf(f.similarityScore()) improves type safety. However, consider adding error handling to manage potential IllegalArgumentExceptions if f.similarityScore() doesn't match any enum constant.

Example:

SimilarityFunctionName.valueOf(Optional.ofNullable(f.similarityScore())
    .orElse(SimilarityFunctionName.EXACT_SIMILARITY.name()))

This ensures a default value if f.similarityScore() is null or doesn't match any enum constant.

Also applies to: 45-45, 49-49

📜 Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

📥 Commits

Files that changed from the base of the PR and between 438b3f9 and 9e5efbf.

📒 Files selected for processing (1)
  • JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java (5 hunks)
🧰 Additional context used
🔇 Additional comments (5)
JeMPI_Apps/JeMPI_Linker/src/main/java/org/jembi/jempi/linker/backend/LinkerProbabilistic.java (5)

4-4: LGTM: New import for Soundex implementation

The addition of the Soundex import is appropriate for the new similarity function implementation.


31-31: LGTM: New static field for SoundexSimilarity

The addition of the SOUNDEX_SIMILARITY static field is consistent with other similarity function fields and follows the established pattern in the class.


77-83: LGTM: New SimilarityFunctionName enum

The addition of the SimilarityFunctionName enum improves type safety and readability. It's well-structured and consistent with the existing similarity functions in the class.


85-97: LGTM: Improved getSimilarityFunction method

The updated getSimilarityFunction method is a significant improvement:

  1. It uses the new SimilarityFunctionName enum, enhancing type safety.
  2. The switch statement improves readability and maintainability.
  3. The default case provides a sensible fallback to EXACT_SIMILARITY.

These changes make the code more robust and easier to maintain.


296-313: LGTM: New SoundexSimilarity class

The SoundexSimilarity class is a well-implemented addition:

  1. It's consistent with other similarity classes in the file.
  2. It provides phonetic matching capability using Soundex, which is useful for name comparisons.
  3. Empty string handling is consistent with ExactSimilarity.
  4. The use of toString() correctly addresses the casting issue mentioned in a previous review comment.

This implementation enhances the similarity matching capabilities of the system.

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