| |
| data_train_moldata <- arrow::read_parquet( |
| "intermediate_data/data_train.parquet") |
| data_train_features <- arrow::read_parquet( |
| "intermediate_data/data_train_features.parquet") |
|
|
| names(data_train_features) <- paste0( |
| "feature_", names(data_train_features)) |
|
|
| data_train <- data_train_moldata |> |
| dplyr::mutate( |
| dplyr::across( |
| dplyr::everything(), |
| ~tidyr::replace_na(.x, 0))) |> |
| dplyr::bind_cols( |
| data_train_features) |
|
|
| data_train |> |
| arrow::write_parquet( |
| "intermediate_data/data_train_joined.parquet") |
|
|
|
|
| |
| data_test_moldata <- arrow::read_parquet( |
| "intermediate_data/data_test.parquet") |
| data_test_features <- arrow::read_parquet( |
| "intermediate_data/data_test_features.parquet") |
|
|
| names(data_test_features) <- paste0( |
| "feature_", names(data_test_features)) |
|
|
| data_test <- data_test_moldata |> |
| dplyr::mutate( |
| dplyr::across( |
| dplyr::everything(), |
| ~tidyr::replace_na(.x, 0))) |> |
| dplyr::bind_cols( |
| data_test_features) |
|
|
| data_test |> |
| arrow::write_parquet( |
| "intermediate_data/data_test_joined.parquet") |
|
|
