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Implement Atlantis functional group parser #37

Description

@Bai-Li-NOAA

No Atlantis equivalent exists for functional group standardization. Update get_functional_groups so it parses functional groups for Atlantis in the same way it does for EwE.
Tasks:

  • Read Atlantis functional_groups.csv.
  • Build species and group fields.
  • Generate unique snake_case field.

Acceptance Criteria:

  • Output has required four columns.
  • Duplicate names are detected and error clearly.
  • Tests cover common and edge naming patterns.
    Standardize Atlantis truth list into ecosystemom long format

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