From fc4cf39f7b4c3f78df17ca1c265afb308c4d88a2 Mon Sep 17 00:00:00 2001
From: Brock <jbrockmendel@gmail.com>
Date: Wed, 27 Mar 2024 15:10:21 -0700
Subject: [PATCH] CLN: remove axis keyword from Block.pad_or_backill

---
 pandas/core/generic.py          |  9 +++------
 pandas/core/internals/blocks.py | 14 ++++----------
 2 files changed, 7 insertions(+), 16 deletions(-)

diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index a7545fb8d98de..0a50ec2d4c5ce 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -6727,12 +6727,10 @@ def _pad_or_backfill(
         axis = self._get_axis_number(axis)
         method = clean_fill_method(method)
 
-        if not self._mgr.is_single_block and axis == 1:
-            # e.g. test_align_fill_method
-            # TODO(3.0): once downcast is removed, we can do the .T
-            #  in all axis=1 cases, and remove axis kward from mgr.pad_or_backfill.
-            if inplace:
+        if axis == 1:
+            if not self._mgr.is_single_block and inplace:
                 raise NotImplementedError()
+            # e.g. test_align_fill_method
             result = self.T._pad_or_backfill(
                 method=method, limit=limit, limit_area=limit_area
             ).T
@@ -6741,7 +6739,6 @@ def _pad_or_backfill(
 
         new_mgr = self._mgr.pad_or_backfill(
             method=method,
-            axis=self._get_block_manager_axis(axis),
             limit=limit,
             limit_area=limit_area,
             inplace=inplace,
diff --git a/pandas/core/internals/blocks.py b/pandas/core/internals/blocks.py
index a7cdc7c39754d..468ec32ce7760 100644
--- a/pandas/core/internals/blocks.py
+++ b/pandas/core/internals/blocks.py
@@ -1343,7 +1343,6 @@ def pad_or_backfill(
         self,
         *,
         method: FillnaOptions,
-        axis: AxisInt = 0,
         inplace: bool = False,
         limit: int | None = None,
         limit_area: Literal["inside", "outside"] | None = None,
@@ -1357,16 +1356,12 @@ def pad_or_backfill(
         # Dispatch to the NumpyExtensionArray method.
         # We know self.array_values is a NumpyExtensionArray bc EABlock overrides
         vals = cast(NumpyExtensionArray, self.array_values)
-        if axis == 1:
-            vals = vals.T
-        new_values = vals._pad_or_backfill(
+        new_values = vals.T._pad_or_backfill(
             method=method,
             limit=limit,
             limit_area=limit_area,
             copy=copy,
-        )
-        if axis == 1:
-            new_values = new_values.T
+        ).T
 
         data = extract_array(new_values, extract_numpy=True)
         return [self.make_block_same_class(data, refs=refs)]
@@ -1814,7 +1809,6 @@ def pad_or_backfill(
         self,
         *,
         method: FillnaOptions,
-        axis: AxisInt = 0,
         inplace: bool = False,
         limit: int | None = None,
         limit_area: Literal["inside", "outside"] | None = None,
@@ -1827,11 +1821,11 @@ def pad_or_backfill(
         elif limit_area is not None:
             raise NotImplementedError(
                 f"{type(values).__name__} does not implement limit_area "
-                "(added in pandas 2.2). 3rd-party ExtnsionArray authors "
+                "(added in pandas 2.2). 3rd-party ExtensionArray authors "
                 "need to add this argument to _pad_or_backfill."
             )
 
-        if values.ndim == 2 and axis == 1:
+        if values.ndim == 2:
             # NDArrayBackedExtensionArray.fillna assumes axis=0
             new_values = values.T._pad_or_backfill(**kwargs).T
         else: