def __init__(self,
data=None,
start=None,
end=None,
periods=None,
freq='D',
index=None):
if index is None:
if not data is None:
if isinstance(data, MIArray):
data = data.aslist()
self.data = data
if isinstance(data[0], datetime.datetime):
self._index = MIDateTimeIndex(miutil.jdate(data))
else:
self._index = MIDateTimeIndex(data)
else:
if start is None:
self._index = MIDateTimeIndex(periods, end, freq)
elif end is None:
self._index = MIDateTimeIndex(start, periods, freq)
else:
self._index = MIDateTimeIndex(start, end, freq)
self.data = miutil.pydate(list(self._index.getDateValues()))
else:
self._index = index
self.data = miutil.pydate(list(self._index.getDateValues()))
class DateTimeIndex(Index):
def __init__(self, data=None, start=None, end=None, periods=None, freq='D', index=None):
if index is None:
if not data is None:
if isinstance(data, MIArray):
data = data.aslist()
self.data = data
if isinstance(data[0], datetime.datetime):
self._index = MIDateTimeIndex(miutil.jdate(data))
else:
self._index = MIDateTimeIndex(data)
else:
if start is None:
self._index = MIDateTimeIndex(periods, end, freq)
elif end is None:
self._index = MIDateTimeIndex(start, periods, freq)
else:
self._index = MIDateTimeIndex(start, end, freq)
self.data = miutil.pydate(list(self._index.getDateValues()))
else:
self._index = index
self.data = miutil.pydate(list(self._index.getDateValues()))
def index(self, v):
'''
Get index of a value.
:param v: (*datetime or string*) Date time value
:returns: (*int*) Value index
'''
if isinstance(v, datetime.datetime):
v = miutil.jdatetime(v)
else:
v = miutil.str2jdate(v)
return self._index.indexOf(v)
def get_loc(self, key, outkeys=False):
'''
Get integer location, slice or boolean mask for requested label.
:param key: (*string or list*) Label.
:param outkeys: (*boolean*) If return location keys or not.
:returns: int if unique index, slice if monotonic index, else mask.
'''
if isinstance(key, datetime.datetime):
key = miutil.jdatetime(key)
elif isinstance(key, (list, tuple)) and isinstance(key[0], datetime.datetime):
key = miutil.jdatetime(key)
r = self._index.getIndices(key)
if outkeys:
return list(r[0]), list(r[1])
else:
return list(r[0])
class DateTimeIndex(Index):
def __init__(self, data=None, start=None, end=None, periods=None, freq='D', index=None):
if index is None:
if not data is None:
if isinstance(data, MIArray):
data = data.aslist()
self.data = data
if isinstance(data[0], datetime.datetime):
self._index = MIDateTimeIndex(miutil.jdate(data))
else:
self._index = MIDateTimeIndex(data)
else:
if start is None:
self._index = MIDateTimeIndex(periods, end, freq)
elif end is None:
self._index = MIDateTimeIndex(start, periods, freq)
else:
self._index = MIDateTimeIndex(start, end, freq)
self.data = miutil.pydate(list(self._index.getDateValues()))
else:
self._index = index
self.data = miutil.pydate(list(self._index.getDateValues()))
def index(self, v):
'''
Get index of a value.
:param v: (*datetime or string*) Date time value
:returns: (*int*) Value index
'''
if isinstance(v, datetime.datetime):
v = miutil.jdatetime(v)
else:
v = miutil.str2jdate(v)
return self._index.indexOf(v)
def get_loc(self, key, outkeys=False):
'''
Get integer location, slice or boolean mask for requested label.
:param key: (*string or list*) Label.
:param outkeys: (*boolean*) If return location keys or not.
:returns: int if unique index, slice if monotonic index, else mask.
'''
if isinstance(key, datetime.datetime):
key = miutil.jdatetime(key)
elif isinstance(key, (list, tuple, MIArray)) and isinstance(key[0], datetime.datetime):
key = miutil.jdatetime(key)
r = self._index.getIndices(key)
if outkeys:
return list(r[0]), list(r[1])
else:
return list(r[0])
def __init__(self, data=None, start=None, end=None, periods=None, freq='D', index=None):
if index is None:
if not data is None:
if isinstance(data, MIArray):
data = data.aslist()
self.data = data
if isinstance(data[0], datetime.datetime):
self._index = MIDateTimeIndex(miutil.jdate(data))
else:
self._index = MIDateTimeIndex(data)
else:
if start is None:
self._index = MIDateTimeIndex(periods, end, freq)
elif end is None:
self._index = MIDateTimeIndex(start, periods, freq)
else:
self._index = MIDateTimeIndex(start, end, freq)
self.data = miutil.pydate(list(self._index.getDateValues()))
else:
self._index = index
self.data = miutil.pydate(list(self._index.getDateValues()))
class DateTimeIndex(Index):
def __init__(self, data=None, start=None, end=None, periods=None, freq='D', index=None):
if index is None:
if not data is None:
if isinstance(data, NDArray):
data = data.aslist()
self.data = data
if isinstance(data[0], datetime.datetime):
self._index = MIDateTimeIndex(miutil.jdate(data))
else:
self._index = MIDateTimeIndex(data)
else:
if start is None:
self._index = MIDateTimeIndex(periods, end, freq)
elif end is None:
self._index = MIDateTimeIndex(start, periods, freq)
else:
self._index = MIDateTimeIndex(start, end, freq)
self.data = miutil.pydate(list(self._index.getDateValues()))
else:
self._index = index
self.data = miutil.pydate(list(self._index.getDateValues()))
def index(self, v):
'''
Get index of a value.
:param v: (*datetime or string*) Date time value
:returns: (*int*) Value index
'''
if isinstance(v, datetime.datetime):
v = miutil.jdatetime(v)
else:
v = miutil.str2jdate(v)
return self._index.indexOf(v)
def get_loc(self, key, outkeys=False):
'''
Get integer location, slice or boolean mask for requested label.
:param key: (*string or list*) Label.
:param outkeys: (*boolean*) If return location keys or not.
:returns: int if unique index, slice if monotonic index, else mask.
'''
if isinstance(key, NDArray) and key.dtype.kind == 'b':
r = self._index.filterIndices(key.asarray())
return list(r)
elif isinstance(key, datetime.datetime):
key = miutil.jdatetime(key)
elif isinstance(key, (list, tuple, NDArray)) and isinstance(key[0], datetime.datetime):
key = miutil.jdatetime(key)
r = self._index.getIndices(key)
if outkeys:
return list(r[0]), list(r[1])
else:
return list(r[0])
@property
def year(self):
'''
Get year index.
'''
r = self._index.getYear()
return Index(index=r)
@property
def month(self):
'''
Get month index.
'''
r = self._index.getMonth()
return Index(index=r)
@property
def day(self):
'''
Get day index.
'''
r = self._index.getDay()
return Index(index=r)
@property
def hour(self):
'''
Get hour index.
'''
r = self._index.getHOur()
return Index(index=r)
@property
def minute(self):
'''
Get minute index.
'''
r = self._index.getMinute()
return Index(index=r)
@property
def second(self):
'''
Get second index.
'''
r = self._index.getSecond()
return Index(index=r)