List of all DataSHIELD functions v6.1

Intro

We are currently looking at reworking the list of functions to make them easier to use, and to find which ones you would find useful. If there is interest, we could add tags to functions so that you only load functions with certain tags like "beginners", "aggregate only" etc. To register interest in this, please email datashield@newcastle.ac.uk .

A similar (albeit unsorted) list is kept at https://cran.datashield.org/web/ , which is updated as soon as any new version of DataSHIELD gets published.

Key: pink = new to this release

Data Preparation functions (generally of type "Assign")

Coercing functions

Variable manipulation functions

Data Frame/List manipulation functions

Administrative functions

Data Analysis functions (generally of type "Aggregate")

Data structure queries

Summary Statistics Functions

Matrices Functions

Data Presentation functions

Plotting functions

ds.histogram
ds.boxPlot ← new

ds.scatterPlot

Deprecated functions

These functions in the left hand column of the below tableshouldn't be used, as a rule. There is information contained within the help for each of them detailing which function you should use instead, that does all of what the deprecated function did do, and more!

Deprecated function	Replacement function
ds.subset	ds.dataFrameSubset
ds.subsetByClass	ds.dataFrameSubset
ds.table1D	ds.table
ds.table2D	ds.table

Generating the list of available functions yourself

devtools::build_manual()

can now be used to generate PDF version of the R manual pages.

Once you have loaded the DataSHIELD packages, you can find a list of all functions within a DataSHIELD package using the ls command in R/RStudio.

ls("package:name")

The output below is for the dsBaseClient but can be substituted for any DataSHIELD package:

> ls("package:dsBaseClient")
 [1] "ds.asCharacter"             "ds.asDataMatrix"            "ds.asFactor"                "ds.asInteger"               "ds.asList"                 
 [6] "ds.asLogical"               "ds.asMatrix"                "ds.asNumeric"               "ds.assign"                  "ds.Boole"                  
[11] "ds.c"                       "ds.cbind"                   "ds.changeRefGroup"          "ds.class"                   "ds.colnames"               
[16] "ds.completeCases"           "ds.contourPlot"             "ds.cor"                     "ds.corTest"                 "ds.cov"                    
[21] "ds.dataFrame"               "ds.dataFrameFill"           "ds.dataFrameSort"           "ds.dataFrameSubset"         "ds.densityGrid"            
[26] "ds.dim"                     "ds.exists"                  "ds.exp"                     "ds.glm"                     "ds.glmerSLMA"              
[31] "ds.glmSLMA"                 "ds.heatmapPlot"             "ds.histogram"               "ds.isNA"                    "ds.isValid"                
[36] "ds.length"                  "ds.levels"                  "ds.lexis"                   "ds.list"                    "ds.listClientsideFunctions"
[41] "ds.listDisclosureSettings"  "ds.listOpals"               "ds.listServersideFunctions" "ds.lmerSLMA"                "ds.log"                    
[46] "ds.look"                    "ds.ls"                      "ds.make"                    "ds.matrix"                  "ds.matrixDet"              
[51] "ds.matrixDet.report"        "ds.matrixDiag"              "ds.matrixDimnames"          "ds.matrixInvert"            "ds.matrixMult"             
[56] "ds.matrixTranspose"         "ds.mean"                    "ds.meanByClass"             "ds.meanSdGp"                "ds.merge"                  
[61] "ds.message"                 "ds.names"                   "ds.numNA"                   "ds.quantileMean"            "ds.rbind"                  
[66] "ds.rBinom"                  "ds.recodeLevels"            "ds.recodeValues"            "ds.rep"                     "ds.replaceNA"              
[71] "ds.reShape"                 "ds.rm"                      "ds.rNorm"                   "ds.rowColCalc"              "ds.rPois"                  
[76] "ds.rUnif"                   "ds.sample"                  "ds.scatterPlot"             "ds.seq"                     "ds.setDefaultOpals"        
[81] "ds.setSeed"                 "ds.subset"                  "ds.subsetByClass"           "ds.summary"                 "ds.table"                  
[86] "ds.table1D"                 "ds.table2D"                 "ds.tapply"                  "ds.tapply.assign"           "ds.testObjExists"          
[91] "ds.unList"                  "ds.var"                     "ds.vectorCalc"

DataSHIELD