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feat: interpolate_by (#1739) #2162

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skritsotalakis
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Testing the waters with the implementation at the dataframe level. Would love some feedback on the design (or anything else) before proceeding with the rest of the backends :)

  • Initial implementation for _polars, spark_like and duckdb
  • Simple tests added
  • Docstrings

What type of PR is this? (check all applicable)

  • 💾 Refactor
  • ✨ Feature
  • 🐛 Bug Fix
  • 🔧 Optimization
  • 📝 Documentation
  • ✅ Test
  • 🐳 Other

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Checklist

  • Code follows style guide (ruff)
  • Tests added
  • Documented the changes

  * initial implementation in narwhals for _polars, spark_like and duckdb
  * simple tests added
  * docstrings
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