Fills forward and backward all columns for dates above the maximum in this_df To avoid this behaviour, just set the quantities in the first and last rows in this_df to zero Will throw a warning if this df contains dates outside of the key dates range
1 2 | expand_to_time_horizon(this_df, key_dates, this_df_date_col = "date",
key_dates_date_col = "date")
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