fapply: Apply formatting to a vector

In dbosak01/fmtr: Easily Apply Formats to Data

Apply formatting to a vector

Description

The fapply function applies formatting to a vector.

Usage

fapply(x, format = NULL, width = NULL, justify = NULL)

Arguments

x	A vector, factor, or list to apply the format to.
format	A format to be applied.
width	The desired character width of the formatted vector. Default value is NULL, meaning the vector will be variable width.
justify	Whether to justify the return vector. Valid values are 'left', 'right', 'center', 'centre', or 'none'.

Details

The fapply function accepts several types of formats: formatting strings, named vectors, vectorized functions, or user-defined formats. It also accepts a formatting list, composed of any of the previous types. The function will first determine the type of format, and then apply the format in the appropriate way. Results are returned as a vector.

The function also has parameters for width and justification.

Parameters may also be passed as attributes on the vector. See the fattr function for additional information on setting formatting attributes.

Value

A vector of formatted values.

Types of Formats

The fapply function will process any of the following types of formats:

• Formatting string: A single string will be interpreted as a formatting string. See the FormattingStrings documentation for further details.

• Named vector: A named vector can serve as a lookup list or decode for a vector. You can use a named vector to perform simple lookups on character vectors.

• Format object: A format object may be created using the value function. The format object is included in the fmtr package, and is specially designed for data categorization.

• Vectorized formatting function: A vectorized function provides the most flexibility and power over your formatting. You can use an existing formatting function from any package, or create your own vectorized formatting function using Vectorize.

fapply will also accept a formatting list, which can contain any number of formats from the above list. To create a formatting list, see the flist function.

See Also

fcat to create a format catalog, value to define a format, fattr to easily set the formatting attributes of a vector, and flist to define a formatting list. Also see fdata to apply formats to an entire data frame, and FormattingStrings for how to define a formatting string.

Examples

## Example 1: Formatting string ##
v1 <- c(1.235, 8.363, 5.954, 2.465)

# Apply string format.
fapply(v1, "%.1f")
# [1] "1.2" "8.4" "6.0" "2.5"

## Example 2: Named vector ##
# Set up vector
v2 <- c("A", "B", "C", "B")

# Set up named vector for formatting
fmt2 <- c(A = "Label A", B = "Label B", C = "Label C")

# Apply format to vector
fapply(v2, fmt2)
# [1] "Label A" "Label B" "Label C" "Label B"

## Example 3: User-defined format ##
# Define format
fmt3 <- value(condition(x == "A", "Label A"),
              condition(x == "B", "Label B"), 
              condition(TRUE, "Other"))
              
# Apply format to vector
fapply(v2, fmt3)
# [1] "Label A" "Label B" "Other"   "Label B"

## Example 4: Formatting function ##
# Set up vectorized function
fmt4 <- Vectorize(function(x) {

  if (x %in% c("A", "B"))
    ret <- paste("Label", x)
  else
    ret <- "Other" 
    
  return(ret)
})

# Apply format to vector
fapply(v2, fmt4)
# [1] "Label A" "Label B" "Other"   "Label B"

## Example 5: Formatting List - Row Type ##
# Set up data
# Notice each row has a different data type
v3 <- list(2841.258, "H", Sys.Date(),
           "L", Sys.Date() + 60, 1382.8865)
v4 <- c("int", "char", "date", "char", "date", "int")

# Create formatting list
lst <- flist(type = "row", lookup = v4,
       int = function(x) format(x, digits = 2, nsmall = 1, 
                                  big.mark=","),
       char = value(condition(x == "H", "High"),
                     condition(x == "L", "Low"),
                     condition(TRUE, "NA")),
       date = "%d%b%Y")

# Apply formatting list to vector
fapply(v3, lst)
# [1] "2,841.3"   "High"      "06Jan2024" "Low"       "06Mar2024" "1,382.9"  

## Example 6: Formatting List - Column Type ##
# Set up data
v5 <- c(Sys.Date(), Sys.Date() + 30, Sys.Date() + 60)
v5
# [1] "2024-01-06" "2024-02-05" "2024-03-06"

# Create formatting list
lst <- flist("%B", "This month is: %s", type = "column")

# Apply formatting list to vector
fapply(v5, lst)
# [1] "This month is: January"  "This month is: February" "This month is: March" 

# Example 7: Conditional Formatting
# Data vector
v6 <- c(8.38371, 1.46938, 3.28783, NA, 0.98632)

# User-defined format
fmt5 <- value(condition(is.na(x), "Missing"),
              condition(x < 1, "Low"), 
              condition(x > 5, "High"),
              condition(TRUE, "%.2f"))

# Apply format to data vector
fapply(v6, fmt5)
# [1] "High"    "1.47"    "3.29"    "Missing" "Low" 

dbosak01/fmtr documentation built on June 15, 2024, 4:26 a.m.