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feat: SparkLikeNamespace methods #1779

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

  • πŸ’Ύ Refactor
  • ✨ Feature
  • πŸ› Bug Fix
  • πŸ”§ Optimization
  • πŸ“ Documentation
  • βœ… Test
  • 🐳 Other

Related issues

Checklist

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

If you have comments or can explain your changes, please do so below

Introduces:

  • Expr.is_null
  • Expr.n_unique
  • Namespace.len
  • Namespace.any_horizontal
  • Namespace.mean_horizontal
  • Namespace.min_horizontal
  • Namespace.max_horizontal
  • Namespace.concat
  • Namespace.concat_str

Comment on lines +68 to +70
sorted_indices = sorted(
range(len(sort_list)), key=lambda i: (sort_list[i] is None, sort_list[i])
)
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Otherwise list with Nones would just fail to sort

from pyspark.sql.types import IntegerType

def _n_unique(_input: Column) -> Column:
return F.count_distinct(_input) + F.max(F.isnull(_input).cast(IntegerType()))
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Highly inspired by duckdb implementation πŸ˜‚πŸ˜‰

expr._function_name, expr._function_name
)
agg_func = get_spark_function(function_name, **expr._kwargs)
agg_func = get_spark_function(expr._function_name, **expr._kwargs)
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I could not manage to make nw.len() work in the group_by context

@FBruzzesi
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@MarcoGorelli scikit-lego issue is definitly unrelated

@FBruzzesi FBruzzesi added the enhancement New feature or request label Jan 10, 2025
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