Better support static variables for all formats (null timestamps)

[justin13601]

#48 and #61

Summary by CodeRabbit

• Improvements
  • Streamlined data loading process for better clarity and performance by simplifying the transformation steps.
  • Enhanced focus on key operations, improving overall efficiency in handling data.

[coderabbitai]

Walkthrough

The modifications to the generate_plain_predicates_from_meds function simplify the data loading process by streamlining the transformation steps. Previously, the function included multiple operations for data processing, including renaming and dropping null values. The update removes the null value dropping step, enhancing clarity and potentially improving performance while preserving functionality.

Changes

File	Change Summary
src/aces/predicates.py	Simplified generate_plain_predicates_from_meds by removing the null value dropping step, focusing on renaming.

Poem

In the meadow where data flows,
A rabbit hops where the logic glows.
With steps streamlined and paths made bright,
We celebrate clarity, a coding delight!
🌼🐇✨

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[coderabbitai]

Actionable comments posted: 0

Review details

Configuration used: CodeRabbit UI
Review profile: CHILL

Commits

Files that changed from the base of the PR and between 3817bd4 and 46388ec.

Files selected for processing (1)

• src/aces/predicates.py (1 hunks)

Additional comments not posted (1)

src/aces/predicates.py (1)

301-301: Ensure null timestamps are handled correctly.

The explicit step to drop null values has been removed. Ensure that the rest of the code correctly handles any potential null values in the timestamp column.

[justin13601]

Plans: #48