def __init__(self, times, values, id=None):
"""
Parameters:
----------
values : sequence-like
Actual data points for SMTimeSeries.
Any user-provided sequence-like object. Mandatory.
times : sequence-like
Time values for SMTimeSeries. Mandatory
Notes
-----
PRE: _times are mandatory elements that must represent a montonic sequence.
Examples:
---------
>>> ts = SMTimeSeries(times= [1,2,3], values= [100,200,300])
"""
self.__class__.is_sequence(times)
self.__class__.is_sequence(values)
self._times = (list(times))
if isinstance(values, dict):
self._values = (list(values.values()))
else:
self._values = (list(values))
# if no id is provided, create a new and unique one
if id == None:
id = FileStorageManagerSingleton.get_unique_id()
# store the time series on disk
FileStorageManagerSingleton.store(
str(id), ArrayTimeSeries(self._times, self._values))
self._id = str(id)
def __setitem__(self, index, value):
"""
Description
-----------
Sets the element of `self._values`
at index `index` equal to `value`.
Parameters
----------
self: instance of subclass of SizedContainerTimeSeriesInterface
index: int
index to change the value at
value : float
the new value to be set
"""
ts = FileStorageManagerSingleton.get(self._id)
ts[index] = value
FileStorageManagerSingleton.store(self._id, ts)