ds.completeCases: Identifies complete cases in server-side R objects

In datashield/dsBaseClient: DataSHIELD Client Functions

Identifies complete cases in server-side R objects

Description

Selects complete cases of a data frame, matrix or vector that contain missing values.

Usage

ds.completeCases(x1 = NULL, newobj = NULL, datasources = NULL)

Arguments

x1	a character denoting the name of the input object which can be a data frame, matrix or vector.
newobj	a character string that provides the name for the complete-cases object that is stored on the data servers. If the user does not specify a name, then the function generates a name for the generated object that is the name of the input object with the suffix "_complete.cases"
datasources	a list of DSConnection-class objects obtained after login. If the datasources argument is not specified, the default set of connections will be used: see datashield.connections_default.

Details

In the case of a data frame or matrix, ds.completeCases deletes all rows containing one or more missing values. However ds.completeCases in vectors only deletes the observation recorded as NA.

Server function called: completeCasesDS

Value

ds.completeCases generates a modified data frame, matrix or vector from which all rows containing at least one NA have been deleted. The output object is stored on the server-side. Only two validity messages are returned to the client-side indicating the name of the newobj that has been created in each data source and if it is in a valid form.

Author(s)

DataSHIELD Development Team

Examples

## Not run: 
  ## Version 6, for version 5 see the Wiki
  # Connecting to the Opal servers

  require('DSI')
  require('DSOpal')
  require('dsBaseClient')

  builder <- DSI::newDSLoginBuilder()
  builder$append(server = "study1", 
                 url = "http://192.168.56.100:8080/", 
                 user = "administrator", password = "datashield_test&", 
                 table = "CNSIM.CNSIM1", driver = "OpalDriver")
  builder$append(server = "study2", 
                 url = "http://192.168.56.100:8080/", 
                 user = "administrator", password = "datashield_test&", 
                 table = "CNSIM.CNSIM2", driver = "OpalDriver")
  builder$append(server = "study3",
                 url = "http://192.168.56.100:8080/", 
                 user = "administrator", password = "datashield_test&", 
                 table = "CNSIM.CNSIM3", driver = "OpalDriver")
  logindata <- builder$build()
  
  # Log onto the remote Opal training servers
  connections <- DSI::datashield.login(logins = logindata, assign = TRUE, symbol = "D") 

  # Select complete cases from different R objects

  ds.completeCases(x1 = "D", #data frames in the Opal servers 
                             #(see above the connection to the Opal servers)
                   newobj = "D.completeCases", # name for the output object 
                                               # that is stored in the Opal servers
                   datasources = connections)  # All Opal servers are used 
                                               # (see above the connection to the Opal servers)
                 
  ds.completeCases(x1 = "D$LAB_TSC", #vector (variable) of the data frames in the Opal servers 
                                     #(see above the connection to the Opal servers)
                   newobj = "LAB_TSC.completeCases", #name for the output variable 
                                                     #that is stored in the Opal servers
                   datasources = connections[2]) #only the second Opal server is used ("study2")
                   
  # Clear the Datashield R sessions and logout
  datashield.logout(connections) 
  
## End(Not run)
  

datashield/dsBaseClient documentation built on Nov. 16, 2024, 2:07 p.m.