From 39ea54ecdf1ca4cb3f3a349172352a410d799474 Mon Sep 17 00:00:00 2001
From: TomAugspurger <thomas-augspurger@uiowa.edu>
Date: Sat, 21 Mar 2015 08:29:28 -0500
Subject: [PATCH] BUG: fix for interp with axis=1 and inplace

---
 doc/source/whatsnew/v0.16.1.txt |  3 +++
 pandas/core/generic.py          |  5 +++--
 pandas/tests/test_frame.py      |  3 ---
 pandas/tests/test_generic.py    | 14 ++++++++++++++
 4 files changed, 20 insertions(+), 5 deletions(-)

diff --git a/doc/source/whatsnew/v0.16.1.txt b/doc/source/whatsnew/v0.16.1.txt
index bf01d3b21f3fa..b6a6d27c929f2 100644
--- a/doc/source/whatsnew/v0.16.1.txt
+++ b/doc/source/whatsnew/v0.16.1.txt
@@ -31,3 +31,6 @@ Performance Improvements
 
 Bug Fixes
 ~~~~~~~~~
+
+
+- Fixed bug with inplace interpolace along the "columns" axis (:issue:`9687`)
diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index e05709d7a180f..21de2fe86689d 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -2736,10 +2736,11 @@ def interpolate(self, method='linear', axis=0, limit=None, inplace=False,
         if self.ndim > 2:
             raise NotImplementedError("Interpolate has not been implemented "
                                       "on Panel and Panel 4D objects.")
-
+        axis = self._get_axis_number(axis)
         if axis == 0:
             ax = self._info_axis_name
         elif axis == 1:
+            orig = self
             self = self.T
             ax = 1
         ax = self._get_axis_number(ax)
@@ -2777,7 +2778,7 @@ def interpolate(self, method='linear', axis=0, limit=None, inplace=False,
         if inplace:
             if axis == 1:
                 self._update_inplace(new_data)
-                self = self.T
+                orig._data = self.T._data
             else:
                 self._update_inplace(new_data)
         else:
diff --git a/pandas/tests/test_frame.py b/pandas/tests/test_frame.py
index 1acad4cf978a8..ea7468673356d 100644
--- a/pandas/tests/test_frame.py
+++ b/pandas/tests/test_frame.py
@@ -8683,9 +8683,6 @@ def test_replace_simple_nested_dict_with_nonexistent_value(self):
         result = df.replace({'col': {-1: '-', 1: 'a', 4: 'b'}})
         tm.assert_frame_equal(expected, result)
 
-    def test_interpolate(self):
-        pass
-
     def test_replace_value_is_none(self):
         self.assertRaises(TypeError, self.tsframe.replace, nan)
         orig_value = self.tsframe.iloc[0, 0]
diff --git a/pandas/tests/test_generic.py b/pandas/tests/test_generic.py
index 3dd8c2594cd46..c956376c94d45 100644
--- a/pandas/tests/test_generic.py
+++ b/pandas/tests/test_generic.py
@@ -963,6 +963,20 @@ def test_interp_ignore_all_good(self):
         result = df[['B', 'D']].interpolate(downcast=None)
         assert_frame_equal(result, df[['B', 'D']])
 
+    def test_interp_inplace_axis1(self):
+        # GH 9687
+        df = DataFrame({'A': [1, 2, 3], 'B': [2, np.nan, 6],
+                        'C': [3, 4, 5]})
+        df.interpolate(axis=1, inplace=True)
+        # dtypes... a bit strange here.
+        # df.T w/ [int, float, int] -> [float, float, float] dtypes
+        # this test may break if we change that in the future.
+        expected = DataFrame({'A': [1., 2, 3], 'B': [2., 3, 6],
+                              'C': [3., 4, 5]})
+        assert_frame_equal(df, expected)
+        self.assertIs(df, df)
+
+
     def test_describe(self):
         desc = tm.makeDataFrame().describe()
         desc = tm.makeMixedDataFrame().describe()