Create an object of class model_task representing a model task. Multiple
model tasks can be combined using function create_model_tasks().
Examples
create_model_task(
task_ids = create_task_ids(
create_task_id("origin_date",
required = NULL,
optional = c(
"2023-01-02",
"2023-01-09",
"2023-01-16"
)
),
create_task_id("location",
required = "US",
optional = c("01", "02", "04", "05", "06")
),
create_task_id("horizon",
required = 1L,
optional = 2:4
)
),
output_type = create_output_type(
create_output_type_mean(
is_required = TRUE,
value_type = "double",
value_minimum = 0L
)
),
target_metadata = create_target_metadata(
create_target_metadata_item(
target_id = "inc hosp",
target_name = "Weekly incident influenza hospitalizations",
target_units = "rate per 100,000 population",
target_keys = NULL,
target_type = "discrete",
is_step_ahead = TRUE,
time_unit = "week"
)
)
)
#> $task_ids
#> $task_ids$origin_date
#> $task_ids$origin_date$required
#> NULL
#>
#> $task_ids$origin_date$optional
#> [1] "2023-01-02" "2023-01-09" "2023-01-16"
#>
#>
#> $task_ids$location
#> $task_ids$location$required
#> [1] "US"
#>
#> $task_ids$location$optional
#> [1] "01" "02" "04" "05" "06"
#>
#>
#> $task_ids$horizon
#> $task_ids$horizon$required
#> [1] 1
#>
#> $task_ids$horizon$optional
#> [1] 2 3 4
#>
#>
#>
#> $output_type
#> $output_type$mean
#> $output_type$mean$output_type_id
#> $output_type$mean$output_type_id$required
#> NULL
#>
#>
#> $output_type$mean$is_required
#> [1] TRUE
#>
#> $output_type$mean$value
#> $output_type$mean$value$type
#> [1] "double"
#>
#> $output_type$mean$value$minimum
#> [1] 0
#>
#>
#>
#>
#> $target_metadata
#> $target_metadata[[1]]
#> $target_metadata[[1]]$target_id
#> [1] "inc hosp"
#>
#> $target_metadata[[1]]$target_name
#> [1] "Weekly incident influenza hospitalizations"
#>
#> $target_metadata[[1]]$target_units
#> [1] "rate per 100,000 population"
#>
#> $target_metadata[[1]]$target_keys
#> NULL
#>
#> $target_metadata[[1]]$target_type
#> [1] "discrete"
#>
#> $target_metadata[[1]]$is_step_ahead
#> [1] TRUE
#>
#> $target_metadata[[1]]$time_unit
#> [1] "week"
#>
#>
#>
#> attr(,"class")
#> [1] "model_task" "list"
#> attr(,"schema_id")
#> [1] "https://raw.githubusercontent.com/hubverse-org/schemas/main/v4.0.0/tasks-schema.json"
#> attr(,"branch")
#> [1] "main"