53823a31d05f187df7967b7208ce97f584964551,nilmtk/electric.py,Electric,activity_distribution,#Electric#Any#Any#,570

Before Change

            on_chunk = on_chunk.resample(bin_duration, how="max")

            // reindex so it starts and ends at midnight
            start = on_chunk.index[0].date()
            end = on_chunk.index[-1].date() + timedelta(days=1)
            new_index = pd.date_range(start, end, freq=bin_duration, closed="left")
            on_chunk = on_chunk.reindex(new_index)
            on_chunk = on_chunk.fillna(0)

After Change

            // Trick using resample to "normalise" start and end dates
            // to natural boundaries of "period".
            resampled_to_period = on_chunk.iloc[[0, -1]].resample(period).index
            start = resampled_to_period[0]
            end = resampled_to_period[-1] + 1

            // Reindex chunk

Instances