def plot_time_series_interactive(self, time_series, first_n=-1, **kwargs):
if isinstance(time_series, TimeSeries):
self.plot_tvb_time_series_interactive(time_series, first_n,
**kwargs)
# elif isinstance(time_series, TimeSeries):
# self.plot_tvb_time_series_interactive(time_series._tvb, first_n, **kwargs)
elif isinstance(time_series, numpy.ndarray):
self.plot_tvb_time_series_interactive(TimeSeries(data=time_series),
first_n, **kwargs)
elif isinstance(time_series, (list, tuple)):
self.plot_tvb_time_series_interactive(
TimeSeries(data=TimeSeries(
data=numpy.stack(time_series, axis=1))), first_n, **kwargs)
elif isinstance(time_series, dict):
ts = numpy.stack(time_series.values(), axis=1)
time_series = TimeSeries(
data=ts,
labels_dimensions={"State Variable": time_series.keys()})
self.plot_tvb_time_series_interactive(time_series, first_n,
**kwargs)
else:
LOG.error(
"Input time_series: %s \n"
"is not on of one of the following types: "
"[TimeSeries (tvb-scripts), TimeSeries (TVB), numpy.ndarray, dict, list, tuple]"
% str(time_series))
def plot_time_series_interactive(self, time_series, first_n=-1, **kwargs):
if isinstance(time_series, TimeSeries):
self.plot_tvb_time_series_interactive(time_series, first_n,
**kwargs)
elif isinstance(time_series, numpy.ndarray):
self.plot_tvb_time_series_interactive(TimeSeries(data=time_series),
first_n, **kwargs)
elif isinstance(time_series, (list, tuple)):
self.plot_tvb_time_series_interactive(
TimeSeries(data=TimeSeries(
data=numpy.stack(time_series, axis=1))), first_n, **kwargs)
elif isinstance(time_series, dict):
ts = numpy.stack(time_series.values(), axis=1)
time_series = TimeSeries(
data=ts,
labels_dimensions={"State Variable": time_series.keys()})
self.plot_tvb_time_series_interactive(time_series, first_n,
**kwargs)
else:
raise_value_error(
"Input time_series: %s \n"
"is not on of one of the following types: [TimeSeries "
"(tvb-contrib), TimeSeriesTVB (tvb-library), numpy.ndarray, dict, list, tuple]"
% str(time_series), LOGGER)
