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Create a distribution output type object of class output_type_item

Source: R/create_output_type_item.R
create_output_type_quantile.Rd

Create a representation of a quantile, cdf, pmf or sample output type as a list object of class output_type_item. This can be combined with additional output_type_items using function create_output_type() to create an output_type object for a given model_task. This can be combined with other building blocks which can then be written as or appended to tasks.json Hub config files.

Usage

create_output_type_quantile(
  required,
  optional,
  value_type,
  value_minimum = NULL,
  value_maximum = NULL,
  schema_version = "latest",
  branch = "main"
)

create_output_type_cdf(
  required,
  optional,
  value_type,
  schema_version = "latest",
  branch = "main"
)

create_output_type_pmf(
  required,
  optional,
  value_type,
  schema_version = "latest",
  branch = "main"
)

create_output_type_sample(
  is_required,
  output_type_id_type,
  max_length = NULL,
  min_samples_per_task,
  max_samples_per_task,
  compound_taskid_set = NULL,
  value_type,
  value_minimum = NULL,
  value_maximum = NULL,
  schema_version = "latest",
  branch = "main"
)

Arguments

required

Atomic vector of required output_type_id values. Can be NULL if all values are optional.

optional

Atomic vector of optional output_type_id values. Can be NULL if all values are required.

value_type

Character string. The data type of the output_type values.

value_minimum

Numeric. The inclusive minimum of output_type values.

value_maximum

Numeric. The inclusive maximum of output_type values.

schema_version

Character string specifying the json schema version to be used for validation. The default value "latest" will use the latest version available in the hubverse schemas repository. Alternatively, a specific version of a schema (e.g. "v0.0.1") can be specified.

branch

The branch of the hubverse schemas repository from which to fetch schema. Defaults to "main".

is_required

Logical. Is this sample output type required?

output_type_id_type

Character string. The data type of the output_type_id. One of "integer" or "character".

max_length

Integer. Optional. The maximum length of the output_type_id value if type is "character".

min_samples_per_task

Integer. The minimum number of samples per task. Must be equal to or less than max_samples_per_task.

max_samples_per_task

Integer. The maximum number of samples per task. Must be equal to or greater than min_samples_per_task.

compound_taskid_set

Character vector. Optional. The set of compound task IDs that the sample each output type can be associated with.

Value

a named list of class output_type_item representing a quantile, cdf, pmf or sample output type.

Details

For more details consult the documentation on tasks.json Hub config files.

Functions

  • create_output_type_quantile(): Create a list representation of a quantile output type.

  • create_output_type_cdf(): Create a list representation of a cdf output type.

  • create_output_type_pmf(): Create a list representation of a pmf output type.

  • create_output_type_sample(): Create a list representation of a sample output type.

See also

create_output_type()

Examples

create_output_type_quantile(
  required = c(0.25, 0.5, 0.75),
  optional = c(
    0.1, 0.2, 0.3, 0.4, 0.6,
    0.7, 0.8, 0.9
  ),
  value_type = "double",
  value_minimum = 0
)
#> $quantile
#> $quantile$output_type_id
#> $quantile$output_type_id$required
#> [1] 0.25 0.50 0.75
#> 
#> $quantile$output_type_id$optional
#> [1] 0.1 0.2 0.3 0.4 0.6 0.7 0.8 0.9
#> 
#> 
#> $quantile$value
#> $quantile$value$type
#> [1] "double"
#> 
#> $quantile$value$minimum
#> [1] 0
#> 
#> 
#> 
#> attr(,"class")
#> [1] "output_type_item" "list"            
#> attr(,"schema_id")
#> [1] "https://raw.githubusercontent.com/hubverse-org/schemas/main/v3.0.1/tasks-schema.json"
create_output_type_cdf(
  required = c(10, 20),
  optional = NULL,
  value_type = "double"
)
#> $cdf
#> $cdf$output_type_id
#> $cdf$output_type_id$required
#> [1] 10 20
#> 
#> $cdf$output_type_id$optional
#> NULL
#> 
#> 
#> $cdf$value
#> $cdf$value$type
#> [1] "double"
#> 
#> $cdf$value$minimum
#> [1] 0
#> 
#> $cdf$value$maximum
#> [1] 1
#> 
#> 
#> 
#> attr(,"class")
#> [1] "output_type_item" "list"            
#> attr(,"schema_id")
#> [1] "https://raw.githubusercontent.com/hubverse-org/schemas/main/v3.0.1/tasks-schema.json"
create_output_type_cdf(
  required = NULL,
  optional = c("EW202240", "EW202241", "EW202242"),
  value_type = "double"
)
#> $cdf
#> $cdf$output_type_id
#> $cdf$output_type_id$required
#> NULL
#> 
#> $cdf$output_type_id$optional
#> [1] "EW202240" "EW202241" "EW202242"
#> 
#> 
#> $cdf$value
#> $cdf$value$type
#> [1] "double"
#> 
#> $cdf$value$minimum
#> [1] 0
#> 
#> $cdf$value$maximum
#> [1] 1
#> 
#> 
#> 
#> attr(,"class")
#> [1] "output_type_item" "list"            
#> attr(,"schema_id")
#> [1] "https://raw.githubusercontent.com/hubverse-org/schemas/main/v3.0.1/tasks-schema.json"
create_output_type_pmf(
  required = NULL,
  optional = c("low", "moderate", "high", "extreme"),
  value_type = "double"
)
#> $pmf
#> $pmf$output_type_id
#> $pmf$output_type_id$required
#> NULL
#> 
#> $pmf$output_type_id$optional
#> [1] "low"      "moderate" "high"     "extreme" 
#> 
#> 
#> $pmf$value
#> $pmf$value$type
#> [1] "double"
#> 
#> $pmf$value$minimum
#> [1] 0
#> 
#> $pmf$value$maximum
#> [1] 1
#> 
#> 
#> 
#> attr(,"class")
#> [1] "output_type_item" "list"            
#> attr(,"schema_id")
#> [1] "https://raw.githubusercontent.com/hubverse-org/schemas/main/v3.0.1/tasks-schema.json"
create_output_type_sample(
  is_required = TRUE,
  output_type_id_type = "integer",
  min_samples_per_task = 70L, max_samples_per_task = 100L,
  value_type = "double",
  value_minimum = 0,
  value_maximum = 1
)
#> $sample
#> $sample$output_type_id_params
#> $sample$output_type_id_params$is_required
#> [1] TRUE
#> 
#> $sample$output_type_id_params$type
#> [1] "integer"
#> 
#> $sample$output_type_id_params$min_samples_per_task
#> [1] 70
#> 
#> $sample$output_type_id_params$max_samples_per_task
#> [1] 100
#> 
#> 
#> $sample$value
#> $sample$value$type
#> [1] "double"
#> 
#> $sample$value$minimum
#> [1] 0
#> 
#> $sample$value$maximum
#> [1] 1
#> 
#> 
#> 
#> attr(,"class")
#> [1] "output_type_item" "list"            
#> attr(,"schema_id")
#> [1] "https://raw.githubusercontent.com/hubverse-org/schemas/main/v3.0.1/tasks-schema.json"