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handle NaT add/sub in one place #19903

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Feb 27, 2018
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47 changes: 41 additions & 6 deletions pandas/core/indexes/datetimelike.py
Original file line number Diff line number Diff line change
@@ -1,3 +1,4 @@
# -*- coding: utf-8 -*-
"""
Base and utility classes for tseries type pandas objects.
"""
Expand Down Expand Up @@ -640,6 +641,28 @@ def _add_datelike(self, other):
def _sub_datelike(self, other):
raise com.AbstractMethodError(self)

def _add_nat(self):
"""Add pd.NaT to self"""
if is_period_dtype(self):
raise TypeError('Cannot add {cls} and {typ}'
.format(cls=type(self).__name__,
typ=type(NaT).__name__))

# GH#19124 pd.NaT is treated like a timedelta for both timedelta
# and datetime dtypes
return self._nat_new(box=True)

def _sub_nat(self):
"""Subtract pd.NaT from self"""
# GH#19124 Timedelta - datetime is not in general well-defined.
# We make an exception for pd.NaT, which in this case quacks
# like a timedelta.
# For datetime64 dtypes by convention we treat NaT as a datetime, so
# this subtraction returns a timedelta64 dtype.
# For period dtype, timedelta64 is a close-enough return dtype.
result = self._nat_new(box=False)
return result.view('timedelta64[ns]')

def _sub_period(self, other):
return NotImplemented

Expand Down Expand Up @@ -686,6 +709,8 @@ def __add__(self, other):
return NotImplemented

# scalar others
elif other is NaT:
result = self._add_nat()
elif isinstance(other, (DateOffset, timedelta, np.timedelta64)):
result = self._add_delta(other)
elif isinstance(other, (datetime, np.datetime64)):
Expand All @@ -711,9 +736,13 @@ def __add__(self, other):
else: # pragma: no cover
return NotImplemented

if result is not NotImplemented:
res_name = ops.get_op_result_name(self, other)
result.name = res_name
if result is NotImplemented:
return NotImplemented
elif not isinstance(result, Index):
# Index.__new__ will choose appropriate subclass for dtype
result = Index(result)
res_name = ops.get_op_result_name(self, other)
result.name = res_name
return result

cls.__add__ = __add__
Expand All @@ -731,6 +760,8 @@ def __sub__(self, other):
return NotImplemented

# scalar others
elif other is NaT:
result = self._sub_nat()
elif isinstance(other, (DateOffset, timedelta, np.timedelta64)):
result = self._add_delta(-other)
elif isinstance(other, (datetime, np.datetime64)):
Expand Down Expand Up @@ -762,9 +793,13 @@ def __sub__(self, other):
else: # pragma: no cover
return NotImplemented

if result is not NotImplemented:
res_name = ops.get_op_result_name(self, other)
result.name = res_name
if result is NotImplemented:
return NotImplemented
elif not isinstance(result, Index):
# Index.__new__ will choose appropriate subclass for dtype
result = Index(result)
res_name = ops.get_op_result_name(self, other)
result.name = res_name
return result

cls.__sub__ = __sub__
Expand Down
20 changes: 5 additions & 15 deletions pandas/core/indexes/datetimes.py
Original file line number Diff line number Diff line change
Expand Up @@ -853,32 +853,22 @@ def __setstate__(self, state):
raise Exception("invalid pickle state")
_unpickle_compat = __setstate__

def _add_datelike(self, other):
# adding a timedeltaindex to a datetimelike
if other is libts.NaT:
return self._nat_new(box=True)
raise TypeError("cannot add {0} and {1}"
.format(type(self).__name__,
type(other).__name__))

def _sub_datelike(self, other):
# subtract a datetime from myself, yielding a TimedeltaIndex
from pandas import TimedeltaIndex

# subtract a datetime from myself, yielding a ndarray[timedelta64[ns]]
if isinstance(other, (DatetimeIndex, np.ndarray)):
# if other is an ndarray, we assume it is datetime64-dtype
other = DatetimeIndex(other)

# require tz compat
if not self._has_same_tz(other):
raise TypeError("{cls} subtraction must have the same "
"timezones or no timezones"
.format(cls=type(self).__name__))
result = self._sub_datelike_dti(other)
elif isinstance(other, (datetime, np.datetime64)):
assert other is not libts.NaT
other = Timestamp(other)
if other is libts.NaT:
result = self._nat_new(box=False)
return self - libts.NaT
# require tz compat
elif not self._has_same_tz(other):
raise TypeError("Timestamp subtraction must have the same "
Expand All @@ -893,7 +883,7 @@ def _sub_datelike(self, other):
raise TypeError("cannot subtract {cls} and {typ}"
.format(cls=type(self).__name__,
typ=type(other).__name__))
return TimedeltaIndex(result)
return result.view('timedelta64[ns]')

def _sub_datelike_dti(self, other):
"""subtraction of two DatetimeIndexes"""
Expand All @@ -906,7 +896,7 @@ def _sub_datelike_dti(self, other):
if self.hasnans or other.hasnans:
mask = (self._isnan) | (other._isnan)
new_values[mask] = libts.iNaT
return new_values.view('i8')
return new_values.view('timedelta64[ns]')

def _maybe_update_attributes(self, attrs):
""" Update Index attributes (e.g. freq) depending on op """
Expand Down
17 changes: 1 addition & 16 deletions pandas/core/indexes/period.py
Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,6 @@
is_scalar,
is_datetime64_dtype,
is_datetime64_any_dtype,
is_timedelta64_dtype,
is_period_dtype,
is_bool_dtype,
pandas_dtype,
Expand All @@ -23,7 +22,6 @@
import pandas.tseries.frequencies as frequencies
from pandas.tseries.frequencies import get_freq_code as _gfc
from pandas.core.indexes.datetimes import DatetimeIndex, Int64Index, Index
from pandas.core.indexes.timedeltas import TimedeltaIndex
from pandas.core.indexes.datetimelike import DatelikeOps, DatetimeIndexOpsMixin
from pandas.core.tools.datetimes import parse_time_string
import pandas.tseries.offsets as offsets
Expand Down Expand Up @@ -700,16 +698,6 @@ def _maybe_convert_timedelta(self, other):
return other.n
msg = _DIFFERENT_FREQ_INDEX.format(self.freqstr, other.freqstr)
raise IncompatibleFrequency(msg)
elif isinstance(other, np.ndarray):
if is_integer_dtype(other):
return other
elif is_timedelta64_dtype(other):
offset = frequencies.to_offset(self.freq)
if isinstance(offset, offsets.Tick):
nanos = delta_to_nanoseconds(other)
offset_nanos = delta_to_nanoseconds(offset)
if (nanos % offset_nanos).all() == 0:
return nanos // offset_nanos
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This block is never reached b/c there is a separate check for np.ndarray before this.

elif is_integer(other):
# integer is passed to .shift via
# _add_datetimelike_methods basically
Expand All @@ -724,10 +712,7 @@ def _add_delta(self, other):
return self.shift(ordinal_delta)

def _sub_datelike(self, other):
if other is tslib.NaT:
new_data = np.empty(len(self), dtype=np.int64)
new_data.fill(tslib.iNaT)
return TimedeltaIndex(new_data)
assert other is not tslib.NaT
return NotImplemented

def _sub_period(self, other):
Expand Down
18 changes: 5 additions & 13 deletions pandas/core/indexes/timedeltas.py
Original file line number Diff line number Diff line change
Expand Up @@ -414,16 +414,13 @@ def _evaluate_with_timedelta_like(self, other, op):
def _add_datelike(self, other):
# adding a timedeltaindex to a datetimelike
from pandas import Timestamp, DatetimeIndex

if other is NaT:
# GH#19124 pd.NaT is treated like a timedelta
return self._nat_new()
elif isinstance(other, (DatetimeIndex, np.ndarray)):
if isinstance(other, (DatetimeIndex, np.ndarray)):
# if other is an ndarray, we assume it is datetime64-dtype
# defer to implementation in DatetimeIndex
other = DatetimeIndex(other)
return other + self
else:
assert other is not NaT
other = Timestamp(other)
i8 = self.asi8
result = checked_add_with_arr(i8, other.value,
Expand All @@ -432,14 +429,9 @@ def _add_datelike(self, other):
return DatetimeIndex(result)

def _sub_datelike(self, other):
# GH#19124 Timedelta - datetime is not in general well-defined.
# We make an exception for pd.NaT, which in this case quacks
# like a timedelta.
if other is NaT:
return self._nat_new()
else:
raise TypeError("cannot subtract a datelike from a {cls}"
.format(cls=type(self).__name__))
assert other is not NaT
raise TypeError("cannot subtract a datelike from a {cls}"
.format(cls=type(self).__name__))

def _addsub_offset_array(self, other, op):
# Add or subtract Array-like of DateOffset objects
Expand Down