calcOutput: calcOutput

In madrat: May All Data be Reproducible and Transparent (MADRaT) *

calcOutput

Description

Calculate a specific output for which a calculation function exists. The function is a wrapper for specific functions designed for the different possible output types.

Usage

calcOutput(
  type,
  aggregate = TRUE,
  file = NULL,
  years = NULL,
  round = NULL,
  signif = NULL,
  supplementary = FALSE,
  append = FALSE,
  warnNA = TRUE,
  na_warning = NULL,
  try = FALSE,
  regionmapping = NULL,
  ...
)

Arguments

type	output type, e.g. "TauTotal". A list of all available source types can be retrieved with function getCalculations.
aggregate	Boolean indicating whether output data aggregation should be performed or not, "GLO" (or "glo") for aggregation to one global region, "REG+GLO" (or "regglo") for a combination of regional and global data.
file	A file name. If given the output is written to that file in the outputfolder as specified in the config.
years	A vector of years that should be returned. If set to NULL all available years are returned.
round	Number of decimal places to round to. Ignored if NULL. See round() for details.
signif	Number of significant digits to round to. Ignored if NULL. See signif() for details.
supplementary	boolean deciding whether supplementary information such as weight should be returned or not. If set to TRUE a list of elements will be returned!
append	boolean deciding whether the output data should be appended in the existing file. Works only when a file name is given in the function call.
warnNA	boolean deciding whether NAs in the data set should create a warning or not
na_warning	deprecated, please use warnNA instead
try	if set to TRUE the calculation will only be tried and the script will continue even if the underlying calculation failed. If set to TRUE calculation will stop with an error in such a case. This setting will be overwritten by the global setting debug=TRUE, in which try will be always interpreted as TRUE.
regionmapping	alternative regionmapping to use for the given calculation. It will temporarily overwrite the global setting just for this calculation.
...	Additional settings directly forwarded to the corresponding calculation function

Value

magpie object with the requested output data either on country or on regional level depending on the choice of argument "aggregate" or a list of information if supplementary is set to TRUE.

Note

The underlying calc-functions are required to provide a list of information back to calcOutput. Following list entries should be provided:

• x - the data itself as magclass object

• weight - a weight for the spatial aggregation

• unit - unit of the provided data

• description - a short description of the data

• note (optional) - additional notes related to the data

• class (optional | default = "magpie") - Class of the returned object. If set to something other than "magpie" most functionality, such as aggregation or unit tests will not be available and is switched off!

• isocountries (optional | default = TRUE (mostly) or FALSE (if global)) - a boolean indicating whether data is in iso countries or not (the latter will deactivate several features such as aggregation)

• mixed_aggregation (optional | default = FALSE) - boolean which allows for mixed aggregation (weighted mean mixed with summations). If set to TRUE weight columns filled with NA will lead to summation, otherwise they will trigger an error.

• min (optional) - Minimum value which can appear in the data. If provided calcOutput will check whether there are any values below the given threshold and warn in this case

• max (optional) - Maximum value which can appear in the data. If provided calcOutput will check whether there are any values above the given threshold and warn in this case

• structure.spatial (optional) - regular expression describing the name structure of all names in the spatial dimension (e.g. "^[A-Z]\{3\}$"). Names will be checked against this regular expression and disagreements will be reported via a warning.

• structure.temporal (optional) - regular expression describing the name structure of all names in the temporal dimension (e.g. "^y[0-9]\{4\}$"). Names will be checked against this regular expression and disagreements will be reported via a warning.

• structure.data (optional) - regular expression describing the name structure of all names in the data dimension (e.g. "^[a-z]*\\\\.[a-z]*$"). Names will be checked against this regular expression and disagreements will be reported via a warning.

• aggregationFunction (optional | default = toolAggregate) - Function to be used to aggregate data from country to regions. The function must have the argument x for the data itself and rel for the relation mapping between countries and regions and must return the data as magpie object in the spatial resolution as defined in rel.

• aggregationArguments (optional) - List of additional, named arguments to be supplied to the aggregation function. In addition to the arguments set here, the function will be supplied with the arguments x, rel and if provided/deviating from the default also weight and mixed_aggregation.

• putInPUC (optional) boolean which decides whether this calculation should be added to a puc file which contains non-aggregated data and can be used to later on aggregate the data to resolutions of own choice. If not set calcOutput will try to determine automatically, whether a file is being required for the puc file or not, but in more complex cases (e.g. if calculations below top-level have to be run as well) this setting can be used to manually tweak the puc file list. CAUTION: Incorrect settings will cause corrupt puc files, so use this setting with extreme care and only if necessary.

• cache (optional) boolean which decides whether a cache file should be written (if caching is active) or not. Default setting is TRUE. This can be for instance useful, if the calculation itself is quick, but the corresponding file sizes are huge. Or if the caching for the given data type does not support storage in RDS format. CAUTION: Deactivating caching for a data set which should be part of a PUC file will corrupt the PUC file. Use with care.

Author(s)

Jan Philipp Dietrich

See Also

setConfig, calcTauTotal,

Examples

## Not run: 

a <- calcOutput(type = "TauTotal")

## End(Not run)

madrat documentation built on Aug. 23, 2023, 5:10 p.m.