metaflow-card-uplot 1.0.0

A Metaflow card to visualize timeseries dataframes using Uplot

Metaflow Card To Plot Timeseries

Usage

• Install this card using pip install metaflow-card-uplot

• Usage in @step code:

@card(type='uplot',options={"artifact":"timeseries"})
@step
def start(self):
    import pandas
    index = pandas.date_range("2022-01-01", periods=60, freq="Min")
    series = {
        'first': self._fake_series(len(index), 0.1),
        'second': self._fake_series(len(index), 1)
    }
    self.timeseries = pandas.DataFrame(series, index=index)
    self.next(self.end)

def _fake_series(self, n, g):
    return [(random.random() - 0.5) * 0.1 + math.sin(x * g) for x in range(n)]