Get Prepped Data
get_prepped_data(run_info, recipe, return_type = "df")
run info using the set_run_info()
function
recipe to return. Either a value of "R1" or "R2"
return type
table of prepped data
# \donttest{
data_tbl <- timetk::m4_monthly %>%
dplyr::rename(Date = date) %>%
dplyr::mutate(id = as.character(id)) %>%
dplyr::filter(
id == "M2",
Date >= "2012-01-01",
Date <= "2015-06-01"
)
run_info <- set_run_info()
#> Finn Submission Info
#> • Experiment Name: finn_fcst
#> • Run Name: finn_fcst-20241029T144900Z
#>
prep_data(run_info,
input_data = data_tbl,
combo_variables = c("id"),
target_variable = "value",
date_type = "month",
forecast_horizon = 3,
recipes_to_run = "R1"
)
#> ℹ Prepping Data
#> ✔ Prepping Data [432ms]
#>
R1_prepped_data_tbl <- get_prepped_data(run_info,
recipe = "R1"
)
# }