def read(tsuid_list, sd=None, ed=None):
"""
Retrieve the data corresponding to a ts (or a list of ts) without knowing date range
.. note::
if omitted, *sd* (start date) and *ed* (end date) will be retrieved from meta data for each TS
if you want a fixed windowed range, set *sd* and *ed* manually (but be aware that the TS may be
not completely gathered)
.. note::
If no range is provided and no meta data are found, this method will compute the 3 elementary statistics:
* ikats_start_date : First date of the TS
* ikats_end_date : Last date of the TS
* qual_nb_points : Number of points of the TS
:param tsuid_list:
:param sd: optional starting date (timestamp in ms from epoch)
:param ed: optional ending date (timestamp in ms from epoch)
:type tsuid_list: str or list
:type sd: int
:type ed: int
:returns: a list of ts data as numpy array
:rtype: list of numpy array
:raises TypeError: if *tsuid_list* is neither a list nor a string
"""
tdm = TemporalDataMgr()
return tdm.get_ts(tsuid_list=tsuid_list, sd=sd, ed=ed)
def get_ts_to_accu(tsuid):
"""
Function to be called to retrieve one TS content values
:param tsuid: TS to get content from
:return:
"""
tdm = TemporalDataMgr(host=broadcast.value['host'],
port=broadcast.value['port'])
# The slice removes the timestamp column
ts_points = tdm.get_ts(tsuid)[0][:, 1]
accumulator.add(
{tsuid: {
"data": ts_points,
"nb_points": len(ts_points)
}})