From 5afd7db478d4b10afae87e11baefa30db53b397b Mon Sep 17 00:00:00 2001
From: jonaslb <drixi.b@gmail.com>
Date: Sun, 3 Apr 2016 16:15:22 +0200
Subject: [PATCH] BUG: DataFrame.drop() does nothing for non-unique Datetime
 MultiIndex

Closes #12701

Follows the suggested fix in the comments to the bug report.
Also added a line in whatsnew and a test.
---
 doc/source/whatsnew/v0.18.1.txt |  7 +++++++
 pandas/core/generic.py          |  3 +--
 pandas/tests/test_multilevel.py | 17 +++++++++++++++++
 3 files changed, 25 insertions(+), 2 deletions(-)

diff --git a/doc/source/whatsnew/v0.18.1.txt b/doc/source/whatsnew/v0.18.1.txt
index f20b961455ba7..10a38f3dc13dc 100644
--- a/doc/source/whatsnew/v0.18.1.txt
+++ b/doc/source/whatsnew/v0.18.1.txt
@@ -211,3 +211,10 @@ Bug Fixes
 - Bug in ``.describe()`` resets categorical columns information (:issue:`11558`)
 - Bug where ``loffset`` argument was not applied when calling ``resample().count()`` on a timeseries (:issue:`12725`)
 - ``pd.read_excel()`` now accepts path objects (e.g. ``pathlib.Path``, ``py.path.local``) for the file path, in line with other ``read_*`` functions (:issue:`12655`)
+
+
+
+
+- Bug in ``DataFrame.drop()`` when the DataFrame had non-unique datetime MultiIndex (:issue:`12701`)
+
+
diff --git a/pandas/core/generic.py b/pandas/core/generic.py
index 4f9fa260182f7..737387e76e2f2 100644
--- a/pandas/core/generic.py
+++ b/pandas/core/generic.py
@@ -1881,8 +1881,7 @@ def drop(self, labels, axis=0, level=None, inplace=False, errors='raise'):
             if level is not None:
                 if not isinstance(axis, MultiIndex):
                     raise AssertionError('axis must be a MultiIndex')
-                indexer = ~lib.ismember(
-                    axis.get_level_values(level).values, set(labels))
+                indexer = ~axis.get_level_values(level).isin(labels)
             else:
                 indexer = ~axis.isin(labels)
 
diff --git a/pandas/tests/test_multilevel.py b/pandas/tests/test_multilevel.py
index 51363abd1b398..011d14f0bdd0f 100644
--- a/pandas/tests/test_multilevel.py
+++ b/pandas/tests/test_multilevel.py
@@ -1948,6 +1948,23 @@ def test_drop_level(self):
         expected = self.frame.ix[[0, 2, 3, 6, 7, 9]].T
         assert_frame_equal(result, expected)
 
+    def test_drop_level_nonunique_datetime(self):
+        # GH 12701
+        idx = pd.Index([2, 3, 4, 4, 5], name='id')
+        idxdt = pd.to_datetime(['201603231400',
+                                '201603231500',
+                                '201603231600',
+                                '201603231600',
+                                '201603231700'])
+        df = DataFrame(np.arange(10).reshape(5, 2),
+                       columns=list('ab'), index=idx)
+        df['tstamp'] = idxdt
+        df = df.set_index('tstamp', append=True)
+        ts = pd.Timestamp('201603231600')
+        result = df.drop(ts, level='tstamp')
+        expected = df.loc[idx != 4]
+        assert_frame_equal(result, expected)
+
     def test_drop_preserve_names(self):
         index = MultiIndex.from_arrays([[0, 0, 0, 1, 1, 1],
                                         [1, 2, 3, 1, 2, 3]],