Fixed MemoryError in resampling with NaT in TimedeltaIndex

Author: discort

doc/source/whatsnew/v0.24.0.txt

@@ -648,7 +648,7 @@ Groupby/Resample/Rolling
   ``SeriesGroupBy`` when the grouping variable only contains NaNs and numpy version < 1.13 (:issue:`21956`).
 - Multiple bugs in :func:`pandas.core.Rolling.min` with ``closed='left'` and a
   datetime-like index leading to incorrect results and also segfault. (:issue:`21704`)
--
+- Bug in :meth:`DataFrame.resample` when resampling NaT in `TimeDeltaIndex` (:issue:`13223`).
 
 Sparse
 ^^^^^^

pandas/core/resample.py

@@ -1383,8 +1383,7 @@ def _get_time_delta_bins(self, ax):
                 data=[], freq=self.freq, name=ax.name)
             return binner, [], labels
 
-        start = ax[0]
-        end = ax[-1]
+        start, end = ax.min(), ax.max()
         labels = binner = TimedeltaIndex(start=start,
                                          end=end,
                                          freq=self.freq,

pandas/tests/test_resample.py

@@ -2887,6 +2887,16 @@ def test_asfreq_bug(self):
                                                    freq='1T'))
         assert_frame_equal(result, expected)
 
+    def test_resampling_with_nat(self):
+        # GH 13223
+        index = pd.to_timedelta(['0s', pd.NaT, '2s'])
+        result = DataFrame({'value': [2, 3, 5]}, index).resample('1s').mean()
+        expected = DataFrame({'value': [2.5, np.nan, 5.0]},
+                             index=timedelta_range('0 day',
+                                                   periods=3,
+                                                   freq='1S'))
+        assert_frame_equal(result, expected)
+
 
 class TestResamplerGrouper(object):