def _generate_regular_range(start, end, periods, offset):
if com._count_not_none(start, end, periods) < 2:
raise ValueError("Must specify two of start, end, or periods")
if isinstance(offset, datetools.Tick):
stride = offset.us_stride()
if periods is None:
b = Timestamp(start).value
e = Timestamp(end).value
e += stride - e % stride
elif start is not None:
b = Timestamp(start).value
e = b + periods * stride
elif end is not None:
e = Timestamp(end).value + stride
b = e - periods * stride
else:
raise NotImplementedError
data = np.arange(b, e, stride, dtype=np.int64)
data = data.view("M8[us]")
else:
xdr = datetools.generate_range(start=start, end=end, periods=periods, offset=offset)
data = np.array(list(xdr), dtype="M8[us]")
return data
def _cached_range(cls, start=None, end=None, periods=None, offset=None, name=None):
if start is not None:
start = Timestamp(start)
if end is not None:
end = Timestamp(end)
if offset is None:
raise Exception("Must provide a DateOffset!")
drc = _daterange_cache
if offset not in _daterange_cache:
xdr = datetools.generate_range(offset=offset, start=_CACHE_START, end=_CACHE_END)
arr = np.array(_to_m8_array(list(xdr)), dtype="M8[us]", copy=False)
cachedRange = arr.view(DatetimeIndex)
cachedRange.offset = offset
cachedRange.tz = None
cachedRange.name = None
drc[offset] = cachedRange
else:
cachedRange = drc[offset]
if start is None:
if end is None:
raise Exception("Must provide start or end date!")
if periods is None:
raise Exception("Must provide number of periods!")
assert isinstance(end, Timestamp)
end = offset.rollback(end)
endLoc = cachedRange.get_loc(end) + 1
startLoc = endLoc - periods
elif end is None:
assert isinstance(start, Timestamp)
start = offset.rollforward(start)
startLoc = cachedRange.get_loc(start)
if periods is None:
raise Exception("Must provide number of periods!")
endLoc = startLoc + periods
else:
if not offset.onOffset(start):
start = offset.rollforward(start)
if not offset.onOffset(end):
end = offset.rollback(end)
startLoc = cachedRange.get_loc(start)
endLoc = cachedRange.get_loc(end) + 1
indexSlice = cachedRange[startLoc:endLoc]
indexSlice.name = name
indexSlice.offset = offset
return indexSlice
def test_generate(self):
rng1 = list(generate_range(START, END, offset=datetools.bday))
rng2 = list(generate_range(START, END, time_rule='B'))
self.assert_(np.array_equal(rng1, rng2))
def eq_gen_range(kwargs, expected):
rng = generate_range(**kwargs)
assert(np.array_equal(list(rng), expected))