Greptile Overview

Greptile Summary

This PR adds seven string case conversion functions (to_camel_case, to_upper_camel_case, to_snake_case, to_upper_snake_case, to_kebab_case, to_upper_kebab_case, to_title_case) to Daft, resolving issue #2550.

Implementation Details:

• Uses the heck crate (v0.5.0) for efficient case conversions in Rust
• Implements all functions using a clean macro pattern in case.rs that reduces code duplication
• Follows the existing codebase pattern where lower and upper are separate functions
• Properly integrates with Daft's three-layer API: Expression methods, standalone functions in daft.functions, and Series string namespace methods

Test Coverage:

• Comprehensive parametrized tests at both DataFrame and Series levels
• Tests cover various input formats (camelCase, kebab-case, PascalCase) and null handling
• All 7 functions are tested with consistent expected outputs

The implementation is clean, follows existing patterns, and provides useful string manipulation functionality that complements the existing lower, upper, and capitalize functions.

Confidence Score: 5/5

• This PR is safe to merge with no issues found
• The implementation is well-structured, follows existing patterns consistently, has comprehensive test coverage, and uses a well-maintained external library (heck) for the core functionality
• No files require special attention

Important Files Changed

Sequence Diagram

sequenceDiagram
    participant User
    participant DataFrame
    participant Expression
    participant Functions
    participant Rust_UDF
    participant Heck

    User->>DataFrame: df.select(col("text").to_snake_case())
    DataFrame->>Expression: to_snake_case()
    Expression->>Functions: to_snake_case(expr)
    Functions->>Rust_UDF: _call_builtin_scalar_fn("to_snake_case", expr)
    Rust_UDF->>Rust_UDF: ScalarFn::builtin(SnakeCase, vec![input])
    Rust_UDF->>Rust_UDF: call(inputs)
    Rust_UDF->>Rust_UDF: unary_utf8_evaluate()
    Rust_UDF->>Heck: to_snake_case()
    Heck-->>Rust_UDF: converted string
    Rust_UDF-->>Functions: Series result
    Functions-->>Expression: Expression result
    Expression-->>DataFrame: Expression result
    DataFrame-->>User: DataFrame with converted strings

Codecov Report

❌ Patch coverage is 59.03614% with 34 lines in your changes missing coverage. Please review.
✅ Project coverage is 43.42%. Comparing base (aa8add2) to head (830742a).
⚠️ Report is 1 commits behind head on main.

@@             Coverage Diff             @@
##             main    #6096       +/-   ##
===========================================
- Coverage   72.91%   43.42%   -29.49%     
===========================================
  Files         973      910       -63     
  Lines      126196   112820    -13376     
===========================================
- Hits        92016    48996    -43020     
- Misses      34180    63824    +29644