[ENH] improve performance for polars' pivot_longer (#1377)

* faster pivot_longer for non dot value

* fix docs and tests

* fix docs and tests

* fix doc

* fix doc pivot_longer_spec

* fix doc pivot_longer_spec

* updates

* updates

* updates

* fix docs

* fix tests

* change sort logic for `complete`

* updates to complete

* restore inital setup for complete

* remove dead code

* use left join

* update docs for pivot_longer

* WIP - expand

* Delete janitor/polars/expand.py

* remove expand

* remove expand

---------

Co-authored-by: samuel.oranyeli <[email protected]>
Co-authored-by: Eric Ma <[email protected]>

Author: 3 people

janitor/polars/complete.py

@@ -385,14 +385,14 @@ def _complete(
 
     no_columns_to_fill = set(df.columns) == set(uniques.columns)
     if fill_value is None or no_columns_to_fill:
-        return uniques.join(df, on=uniques.columns, how="full", coalesce=True)
+        return uniques.join(df, on=uniques.columns, how="left", coalesce=True)
     idx = None
     columns_to_select = df.columns
     if not explicit:
         idx = "".join(df.columns)
         idx = f"{idx}_"
         df = df.with_row_index(name=idx)
-    df = uniques.join(df, on=uniques.columns, how="full", coalesce=True)
+    df = uniques.join(df, on=uniques.columns, how="left", coalesce=True)
     # exclude columns that were not used
     # to generate the combinations
     exclude_columns = uniques.columns