07. Excel Export

Basic Export (no styling)

Exporting a table to an Excel table is reasonably straightforward:

Create a table in R using basictabler,
Using the openxlsx package, create a new Excel file and add a worksheet (or open an existing worksheet),
Call the writeToExcelWorksheet method on the table.
Using the openxlsx package, save the workbook.

# aggregate the sample data to make a small data frame
library(basictabler)
library(dplyr)
tocsummary <- bhmsummary %>%
  group_by(TOC) %>%
  summarise(OnTimeArrivals=sum(OnTimeArrivals),
            OnTimeDepartures=sum(OnTimeDepartures),
            TotalTrains=sum(TrainCount)) %>%
  ungroup() %>%
  mutate(OnTimeArrivalPercent=OnTimeArrivals/TotalTrains*100,
         OnTimeDeparturePercent=OnTimeDepartures/TotalTrains*100) %>%
  arrange(TOC)

# formatting values (explained in the introduction vignette)
columnFormats=list(NULL, list(big.mark=","), list(big.mark=","), list(big.mark=","), "%.1f", "%.1f")

# create the table and render
tbl <- BasicTable$new()
tbl$addData(tocsummary, firstColumnAsRowHeaders=TRUE,
            explicitColumnHeaders=c("TOC", "On-Time Arrivals", "On-Time Departures",
                                    "Total Trains", "On-Time Arrival %", "On-Time Departure %"),
            columnFormats=columnFormats)

# export to Excel
library(openxlsx)
wb <- createWorkbook(creator = Sys.getenv("USERNAME"))
addWorksheet(wb, "Data")
tbl$writeToExcelWorksheet(wb=wb, wsName="Data", 
                         topRowNumber=1, leftMostColumnNumber=1, applyStyles=FALSE)
saveWorkbook(wb, file="C:\\test.xlsx", overwrite = TRUE)

Basic Excel Export

Styling and Formatting

The Excel output from the basictabler package has been written so that, as much as possible, the same styling used for HTML output also works for the Excel output, i.e. most of the styling described in the Styling vignette can also be used when writing a table to an Excel file.

More specifically, the styling described in the Styling vignette uses CSS (Cascading Style Sheet) definitions for styles. The basictabler package interprets these CSS definitions and maps them to the styling used in Excel/by the openxlsx package.

This means, once a table has been styled as described in the Styling vignette, the table in the Excel workbook can be styled simply by specifying applyStyles=TRUE.

# aggregate the sample data to make a small data frame
library(basictabler)
library(dplyr)
tocsummary <- bhmsummary %>%
  group_by(TOC) %>%
  summarise(OnTimeArrivals=sum(OnTimeArrivals),
            OnTimeDepartures=sum(OnTimeDepartures),
            TotalTrains=sum(TrainCount)) %>%
  ungroup() %>%
  mutate(OnTimeArrivalPercent=OnTimeArrivals/TotalTrains*100,
         OnTimeDeparturePercent=OnTimeDepartures/TotalTrains*100) %>%
  arrange(TOC)

# formatting values (explained in the introduction vignette)
columnFormats=list(NULL, list(big.mark=","), list(big.mark=","), list(big.mark=","), "%.1f", "%.1f")

# create the table and render
tbl <- BasicTable$new()
tbl$addData(tocsummary, firstColumnAsRowHeaders=TRUE,
            explicitColumnHeaders=c("TOC", "On-Time Arrivals", "On-Time Departures",
                                    "Total Trains", "On-Time Arrival %", "On-Time Departure %"),
            columnFormats=columnFormats)

# export to Excel
library(openxlsx)
wb <- createWorkbook(creator = Sys.getenv("USERNAME"))
addWorksheet(wb, "Data")
tbl$writeToExcelWorksheet(wb=wb, wsName="Data", 
                         topRowNumber=1, leftMostColumnNumber=1, 
                         applyStyles=TRUE, mapStylesFromCSS=TRUE)
saveWorkbook(wb, file="C:\\test.xlsx", overwrite = TRUE)

Using CSS Styling

In general, the CSS mappings described above will simplify outputting to Excel. However, not all CSS definitions can be mapped to Excel. Excel also has some style settings that don’t map to CSS. There may also be occasions where different styling is desired in Excel vs. HTML. To support all of these scenarios, a second set of styling properties are also supported. These all begin with “xl-” and have roughly similar (but not exactly the same) names to their CSS counterparts, e.g. the property corresponding to CSS “font-family” is “xl-font-name”. If both the “xl-…” Excel property and the CSS property are specified, the Excel value is used. If mapStylesFromCSS=FALSE is specified, then the CSS properties are ignored and only the “xl-…” properties are used.

The table at the bottom of this vignette details the full set of CSS and Excel style properties that are supported.

Formatting Values

There are a few different ways for format the values written into the worksheet. These are controlled by the outputValuesAs parameter.

Raw Value

Specifying outputValuesAs="rawValue" will output the raw unformatted values. This is also the default if no value is explicitly specified for the outputValuesAs parameter. The result can be seen in the image above.

Formatted Values (as text)

Specifying outputValuesAs="formattedValueAsText" will output the formatted values. The formatted values are text however, so when exported to Excel this typically results in a warning in the corner of each cell that the number in the cell has been stored as text:

Exporting formatted values as text

Formatted Values (as numbers)

Specifying outputValuesAs="formattedValueAsNumber" will output the formatted values as numbers - i.e. the same values as shown in the screen shot above, but converted back to numerical values (where possible) - so eliminating the warnings shown above:

Exporting formatted values as numbers

Using Excel to format the values

The outputValuesAs parameter provides a simple way to control value formatting. However, this applies to every cell in the table, so is not a very fine grained control.

Another option is to output the raw unformatted values to Excel and then specify an Excel format string to allow Excel to format the values. The Excel format string is specified in the styling of cells, either as part of the theme (but this leaves little flexibility for different calculations) or more flexibly, by adding format codes to individual cells / groups of cells after the table has been populated as illustrated below.

# aggregate the sample data to make a small data frame
library(basictabler)
library(dplyr)
tocsummary <- bhmsummary %>%
  group_by(TOC) %>%
  summarise(OnTimeArrivals=sum(OnTimeArrivals),
            OnTimeDepartures=sum(OnTimeDepartures),
            TotalTrains=sum(TrainCount)) %>%
  ungroup() %>%
  mutate(OnTimeArrivalPercent=OnTimeArrivals/TotalTrains*100,
         OnTimeDeparturePercent=OnTimeDepartures/TotalTrains*100) %>%
  arrange(TOC)

# formatting values (explained in the introduction vignette)
columnFormats=list(NULL, list(big.mark=","), list(big.mark=","), list(big.mark=","), "%.1f", "%.1f")

# create the table and render
tbl <- BasicTable$new()
tbl$addData(tocsummary, firstColumnAsRowHeaders=TRUE,
            explicitColumnHeaders=c("TOC", "On-Time Arrivals", "On-Time Departures",
                                    "Total Trains", "On-Time Arrival %", "On-Time Departure %"),
            columnFormats=columnFormats)

# set the styling on the count cells
# the arguments are (rFrom, cFrom, rTo, cTo, declarations)
tbl$setStyling(2, 2, 5, 4, declarations=list("xl-value-format"="#,##0"))
# set the styling on the average delay cells
tbl$setStyling(2, 5, 5, 6, declarations=list("xl-value-format"="##0.0"))

# export to Excel
library(openxlsx)
wb <- createWorkbook(creator = Sys.getenv("USERNAME"))
addWorksheet(wb, "Data")
tbl$writeToExcelWorksheet(wb=wb, wsName="Data", 
                         topRowNumber=1, leftMostColumnNumber=1, 
                         applyStyles=TRUE, mapStylesFromCSS=TRUE,
                         outputValuesAs="rawValue")
saveWorkbook(wb, file="C:\\test.xlsx", overwrite = TRUE)

Exporting raw values with an Excel format string

Column Widths and Row Heights

It is possible to specifying a minimum row height and/or column width as part of the styling. The relevant styling properties are “xl-min-row-height” and “xl-min-column-width”.

Rows/columns are sized to meet all of the minimum sizes specified. E.g. if three cells in the same row have minimum row heights of 40, 45 and 50 specified, the row height will be set to 50.

Performance

Creating Excel files is relatively effort intensive. Outputting tables to Excel files requires more time than creating a HTML representation of a table. In order of increasing time required:

Unstyled Tables - these will be written to Excel quicker than styled tables.
Tables using only base styles - i.e. where no additional styles have been applied to individual cells in the table - these take a moderate amount of time to write to Excel.
Tables with styles applied to individual cells - these take the longest amount of time to write to Excel due to the extra effort of handling the styles applied to individual cells.

Styling Reference

The following table details the styling properties that are supported.

CSS Property	XL Property	XL Example	Notes
font-family	xl-font-name	Arial	Only the first CSS font is used in Excel.
font-size	xl-font-size	12	In Points (4-72). See below for CSS units.
font-weight	xl-bold	normal or bold	XL bold is CSS font-weight >= 600.
font-style	xl-italic	normal or italic	italic and oblique map to italic.
text-decoration	xl-underline	normal or underline
text-decoration	xl-strikethrough	normal or strikethrough
background-color	xl-fill-color	#FF0000	See below for supported CSS colours.
color	xl-text-color	#00FF00	See below for supported CSS colours.
text-align	xl-h-align	left or center or right
vertical-align	xl-v-align	top or middle or bottom
white-space	xl-wrap-text	normal or wrap
	xl-text-rotation	90	0 to 359, or 255 for vertical text.
	xl-indent	20	0 to 250.
border	xl-border	thin black	See below for supported CSS border values.
border-left	xl-border-left	thin black	See below for supported CSS border values.
border-right	xl-border-right	thin black	See below for supported CSS border values.
border-top	xl-border-top	thin black	See below for supported CSS border values.
border-bottom	xl-border-bottom	thin black	See below for supported CSS border values.
	xl-min-column-width	50	0 to 255.
	xl-min-row-height	45	0 to 400.
	xl-value-format	#,###.00	See notes below for full details.

Notes:

For CSS font-size, only the following units are supported: in, cm, mm, pt, pc, px, em, %.
For CSS background-color, CSS color and border colours, only hex colours, named colours, RGB() and RGBA() values are supported. HLS() and HLSA() values are not supported. Examples of supported CSS values: #0080FF, rgb(0, 128, 255), rgba(0, 128, 255, 0.5), red, black, darkolivegreen, etc.
For borders, either use CSS border / xl-border to specify the same border on all four sides of each cell. Or use the side-specific versions, e.g. CSS border-left / xl-border-left.
For XL border styles, the allowed range of values is: none thin, medium, dashed, dotted, thick, double, hair, mediumDashed, dashDot, mediumDashDot, dashDotDot, mediumDashDotDot, slantDashDot
For xl-value-format, the following constants are supported: GENERAL, NUMBER, CURRENCY, ACCOUNTING, DATE, LONGDATE, TIME, PERCENTAGE, FRACTION, SCIENTIFIC, TEXT, COMMA. Alternatively, custom format strings can be specified. For date/datetime, specify a combination of d, m, y, e.g. dd/mm/yyyy. For numeric rounding use 0.00 etc.

Note that the following CSS properties are NOT supported:

font - use font-family, font-size, etc. instead
Border side specific properties, e.g. border-left-style, border-top-color, etc.

07. Excel Export

Chris Bailiss

2021-06-26

In This Vignette

Overview