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tests/testthat/test-C-25-pivotRowColumns.R
In pivottabler: Create Pivot Tables
library(testthat)
# most common expectations:
# equality: expect_equal() and expect_identical()
# regexp: expect_match()
# catch-all: expect_true() and expect_false()
# console output: expect_output()
# messages: expect_message()
# warning: expect_warning()
# errors: expect_error()
escapeString <- function(s) {
t <- gsub("(\\\\)", "\\\\\\\\", s)
t <- gsub("(\n)", "\\\\n", t)
t <- gsub("(\r)", "\\\\r", t)
t <- gsub("(\")", "\\\\\"", t)
return(t)
}
prepStr <- function(s) {
t <- escapeString(s)
u <- eval(parse(text=paste0("\"", t, "\"")))
if(s!=u) stop("Unable to escape string!")
t <- paste0("\thtml <- \"", t, "\"")
utils::writeClipboard(t)
return(invisible())
}
evaluationMode <- "sequential"
processingLibrary <- "dplyr"
description <- "test: sequential dplyr"
countFunction <- "n()"
isDevelopmentVersion <- (length(strsplit(packageDescription("pivottabler")$Version, "\\.")[[1]]) > 3)
testScenarios <- function(description="test", releaseEvaluationMode="batch", releaseProcessingLibrary="dplyr", runAllForReleaseVersion=FALSE) {
isDevelopmentVersion <- (length(strsplit(packageDescription("pivottabler")$Version, "\\.")[[1]]) > 3)
if(isDevelopmentVersion||runAllForReleaseVersion) {
evaluationModes <- c("sequential", "batch")
processingLibraries <- c("dplyr", "data.table")
}
else {
evaluationModes <- releaseEvaluationMode
processingLibraries <- releaseProcessingLibrary
}
testCount <- length(evaluationModes)*length(processingLibraries)
c1 <- character(testCount)
c2 <- character(testCount)
c3 <- character(testCount)
c4 <- character(testCount)
testCount <- 0
for(evaluationMode in evaluationModes)
for(processingLibrary in processingLibraries) {
testCount <- testCount + 1
c1[testCount] <- evaluationMode
c2[testCount] <- processingLibrary
c3[testCount] <- paste0(description, ": ", evaluationMode, " ", processingLibrary)
c4[testCount] <- ifelse(processingLibrary=="data.table", ".N", "n()")
}
df <- data.frame(evaluationMode=c1, processingLibrary=c2, description=c3, countFunction=c4, stringsAsFactors=FALSE)
return(df)
}
context("PIVOT ROW/COLUMN TESTS")
scenarios <- testScenarios("pvt row/col tests: get empty rows")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# sum(pt$getEmptyRows())
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">South West Trains</th>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Southern</th>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_equal(sum(pt$getEmptyRows()), 7)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: get empty columns")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory", fromData=FALSE,
explicitListOfValues=list("Express Passenger",
"Empty Coaching Stock",
"Ordinary Passenger"))
pt$addRowDataGroups("TOC")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# sum(pt$getEmptyColumns())
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Empty Coaching Stock</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">London Midland</th>\n <td class=\"Cell\">14487</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 334840)
expect_equal(sum(pt$getEmptyColumns()), 2)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove row (single level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeRow(3)
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Southern</th>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove rows (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC")
pt$addRowDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeRows(c(2, 3, 6, 11, 15))
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" colspan=\"2\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\">Arriva Trains Wales</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3079</td>\n <td class=\"Total\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">CrossCountry</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22196</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">HST</th>\n <td class=\"Cell\">732</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">732</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">22865</td>\n <td class=\"Total\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">London Midland</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Total\">11229</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">8849</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">37050</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">14487</td>\n <td class=\"Total\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">Virgin Trains</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2137</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">6457</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">6457</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">8594</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <th class=\"RowHeader\"></th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty rows (single-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyRows()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty rows (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC")
pt$addRowDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyRows()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" colspan=\"2\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\">Arriva Trains Wales</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3079</td>\n <td class=\"Total\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">CrossCountry</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22196</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">HST</th>\n <td class=\"Cell\">732</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">732</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">22865</td>\n <td class=\"Total\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">London Midland</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Total\">11229</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">8849</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">37050</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">14487</td>\n <td class=\"Total\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">Virgin Trains</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2137</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">6457</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">6457</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">8594</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <th class=\"RowHeader\"></th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove column (single level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeColumn(3)
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\">CrossCountry</th>\n <th class=\"ColumnHeader\">Southern</th>\n <th class=\"ColumnHeader\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove columns (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC")
pt$addColumnDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeColumns(c(2, 3, 6, 11, 15))
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\"> </th>\n <th class=\"ColumnHeader\" colspan=\"2\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\" colspan=\"3\">CrossCountry</th>\n <th class=\"ColumnHeader\" colspan=\"3\">London Midland</th>\n <th class=\"ColumnHeader\" colspan=\"3\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">HST</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\"></th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Total\">3079</td>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">732</td>\n <td class=\"Total\">22865</td>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">8849</td>\n <td class=\"Total\">14487</td>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">63</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">33792</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22196</td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\">11229</td>\n <td class=\"Total\">37050</td>\n <td class=\"Total\">48279</td>\n <td class=\"Total\">2137</td>\n <td class=\"Total\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty columns (single-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyColumns()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\">CrossCountry</th>\n <th class=\"ColumnHeader\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty columns (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC")
pt$addColumnDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyColumns()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\"> </th>\n <th class=\"ColumnHeader\" colspan=\"2\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\" colspan=\"3\">CrossCountry</th>\n <th class=\"ColumnHeader\" colspan=\"3\">London Midland</th>\n <th class=\"ColumnHeader\" colspan=\"3\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">HST</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\"></th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Total\">3079</td>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">732</td>\n <td class=\"Total\">22865</td>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">8849</td>\n <td class=\"Total\">14487</td>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">63</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">33792</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22196</td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\">11229</td>\n <td class=\"Total\">37050</td>\n <td class=\"Total\">48279</td>\n <td class=\"Total\">2137</td>\n <td class=\"Total\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: vectorised methods")
for(i in 1:nrow(scenarios)) {
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
skip_on_cran()
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addColumnDataGroups("PowerType")
pt$addRowDataGroups("TOC")
pt$addRowDataGroups("Status")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\" colspan=\"2\"> </th>\n <th class=\"ColumnHeader\" colspan=\"4\">Express Passenger</th>\n <th class=\"ColumnHeader\" colspan=\"3\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">HST</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\"></th>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">Arriva Trains Wales</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">3018</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">3018</td>\n <td class=\"Cell\">815</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">815</td>\n <td class=\"Total\">3833</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">59</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">59</td>\n <td class=\"Cell\">15</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">15</td>\n <td class=\"Total\">74</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">2</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">2</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3079</td>\n <td class=\"Total\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">3079</td>\n <td class=\"Total\">830</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">CrossCountry</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">21561</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">709</td>\n <td class=\"Total\">22270</td>\n <td class=\"Cell\">60</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">60</td>\n <td class=\"Total\">22330</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">546</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">23</td>\n <td class=\"Total\">569</td>\n <td class=\"Cell\">2</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2</td>\n <td class=\"Total\">571</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">26</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">26</td>\n <td class=\"Cell\">1</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">1</td>\n <td class=\"Total\">27</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">22133</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">22865</td>\n <td class=\"Total\">63</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">London Midland</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">5534</td>\n <td class=\"Cell\">8599</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">14133</td>\n <td class=\"Cell\">5520</td>\n <td class=\"Cell\">27331</td>\n <td class=\"Total\">32851</td>\n <td class=\"Total\">46984</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">101</td>\n <td class=\"Cell\">235</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">336</td>\n <td class=\"Cell\">67</td>\n <td class=\"Cell\">847</td>\n <td class=\"Total\">914</td>\n <td class=\"Total\">1250</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">3</td>\n <td class=\"Cell\">15</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">18</td>\n <td class=\"Cell\">4</td>\n <td class=\"Cell\">23</td>\n <td class=\"Total\">27</td>\n <td class=\"Total\">45</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">5638</td>\n <td class=\"Total\">8849</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">14487</td>\n <td class=\"Total\">5591</td>\n <td class=\"Total\">28201</td>\n <td class=\"Total\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">Virgin Trains</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">2028</td>\n <td class=\"Cell\">6331</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8359</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8359</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">107</td>\n <td class=\"Cell\">119</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">226</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">226</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">2</td>\n <td class=\"Cell\">7</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">9</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">9</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">2137</td>\n <td class=\"Total\">6457</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <th class=\"RowHeader\"></th>\n <td class=\"Total\">32987</td>\n <td class=\"Total\">15306</td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">6484</td>\n <td class=\"Total\">28201</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 753390)
expect_identical(as.character(pt$getHtml()), html)
fx <- function(x) { x$caption }
gx <- function(x) {
captions <- lapply(unlist(x), fx)
paste(captions, collapse=" ")
}
grps <- pt$getColumnGroupsByLevel(c(1, 2))
text <- "Express Passenger Ordinary Passenger Total DMU EMU HST Total DMU EMU Total "
expect_equal(length(grps), 2)
expect_identical(gx(grps), text)
grps <- pt$getColumnGroupsByLevel(c(1, 2), collapse=TRUE)
text <- "Express Passenger Ordinary Passenger Total DMU EMU HST Total DMU EMU Total "
expect_equal(length(grps), 11)
expect_identical(gx(grps), text)
levels <- pt$findGroupColumnNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 8)
expect_equal(sum(levels), 36)
grps <- pt$getLeafColumnGroup(c(2, 4, 7))
text <- "EMU Total Total"
expect_equal(length(grps), 3)
expect_identical(gx(grps), text)
levels <- pt$findGroupColumnNumbers(grps)
expect_equal(length(levels), 3)
expect_equal(sum(unlist(levels)), 13)
levels <- pt$findGroupColumnNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 3)
expect_equal(sum(levels), 13)
grps <- pt$getRowGroupsByLevel(c(1, 2))
text <- "Arriva Trains Wales CrossCountry London Midland Virgin Trains Total A C R Total A C R Total A C R Total A C R Total "
expect_equal(length(grps), 2)
expect_identical(gx(grps), text)
grps <- pt$getRowGroupsByLevel(c(1, 2), collapse=TRUE)
text <- "Arriva Trains Wales CrossCountry London Midland Virgin Trains Total A C R Total A C R Total A C R Total A C R Total "
expect_equal(length(grps), 22)
expect_identical(gx(grps), text)
levels <- pt$findGroupRowNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 17)
expect_equal(sum(levels), 153)
grps <- pt$getLeafRowGroup(c(2, 4, 7))
text <- "C Total R"
expect_equal(length(grps), 3)
expect_identical(gx(grps), text)
levels <- pt$findGroupRowNumbers(grps)
expect_equal(length(levels), 3)
expect_equal(sum(unlist(levels)), 13)
levels <- pt$findGroupRowNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 3)
expect_equal(sum(levels), 13)
})
}
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library(testthat)
# most common expectations:
# equality: expect_equal() and expect_identical()
# regexp: expect_match()
# catch-all: expect_true() and expect_false()
# console output: expect_output()
# messages: expect_message()
# warning: expect_warning()
# errors: expect_error()
escapeString <- function(s) {
t <- gsub("(\\\\)", "\\\\\\\\", s)
t <- gsub("(\n)", "\\\\n", t)
t <- gsub("(\r)", "\\\\r", t)
t <- gsub("(\")", "\\\\\"", t)
return(t)
}
prepStr <- function(s) {
t <- escapeString(s)
u <- eval(parse(text=paste0("\"", t, "\"")))
if(s!=u) stop("Unable to escape string!")
t <- paste0("\thtml <- \"", t, "\"")
utils::writeClipboard(t)
return(invisible())
}
evaluationMode <- "sequential"
processingLibrary <- "dplyr"
description <- "test: sequential dplyr"
countFunction <- "n()"
isDevelopmentVersion <- (length(strsplit(packageDescription("pivottabler")$Version, "\\.")[[1]]) > 3)
testScenarios <- function(description="test", releaseEvaluationMode="batch", releaseProcessingLibrary="dplyr", runAllForReleaseVersion=FALSE) {
isDevelopmentVersion <- (length(strsplit(packageDescription("pivottabler")$Version, "\\.")[[1]]) > 3)
if(isDevelopmentVersion||runAllForReleaseVersion) {
evaluationModes <- c("sequential", "batch")
processingLibraries <- c("dplyr", "data.table")
}
else {
evaluationModes <- releaseEvaluationMode
processingLibraries <- releaseProcessingLibrary
}
testCount <- length(evaluationModes)*length(processingLibraries)
c1 <- character(testCount)
c2 <- character(testCount)
c3 <- character(testCount)
c4 <- character(testCount)
testCount <- 0
for(evaluationMode in evaluationModes)
for(processingLibrary in processingLibraries) {
testCount <- testCount + 1
c1[testCount] <- evaluationMode
c2[testCount] <- processingLibrary
c3[testCount] <- paste0(description, ": ", evaluationMode, " ", processingLibrary)
c4[testCount] <- ifelse(processingLibrary=="data.table", ".N", "n()")
}
df <- data.frame(evaluationMode=c1, processingLibrary=c2, description=c3, countFunction=c4, stringsAsFactors=FALSE)
return(df)
}
context("PIVOT ROW/COLUMN TESTS")
scenarios <- testScenarios("pvt row/col tests: get empty rows")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# sum(pt$getEmptyRows())
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">South West Trains</th>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Southern</th>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_equal(sum(pt$getEmptyRows()), 7)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: get empty columns")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory", fromData=FALSE,
explicitListOfValues=list("Express Passenger",
"Empty Coaching Stock",
"Ordinary Passenger"))
pt$addRowDataGroups("TOC")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# sum(pt$getEmptyColumns())
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Empty Coaching Stock</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">London Midland</th>\n <td class=\"Cell\">14487</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 334840)
expect_equal(sum(pt$getEmptyColumns()), 2)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove row (single level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeRow(3)
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Southern</th>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove rows (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC")
pt$addRowDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeRows(c(2, 3, 6, 11, 15))
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" colspan=\"2\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\">Arriva Trains Wales</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3079</td>\n <td class=\"Total\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">CrossCountry</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22196</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">HST</th>\n <td class=\"Cell\">732</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">732</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">22865</td>\n <td class=\"Total\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">London Midland</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Total\">11229</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">8849</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">37050</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">14487</td>\n <td class=\"Total\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">Virgin Trains</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2137</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">6457</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">6457</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">8594</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <th class=\"RowHeader\"></th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty rows (single-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyRows()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Arriva Trains Wales</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">CrossCountry</th>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Virgin Trains</th>\n <td class=\"Cell\">8594</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty rows (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addRowDataGroups("TOC")
pt$addRowDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyRows()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" colspan=\"2\"> </th>\n <th class=\"ColumnHeader\">Express Passenger</th>\n <th class=\"ColumnHeader\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\">Arriva Trains Wales</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3079</td>\n <td class=\"Total\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">CrossCountry</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">63</td>\n <td class=\"Total\">22196</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">HST</th>\n <td class=\"Cell\">732</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">732</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">22865</td>\n <td class=\"Total\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">London Midland</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Total\">11229</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">8849</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">37050</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">14487</td>\n <td class=\"Total\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"3\">Virgin Trains</th>\n <th class=\"RowHeader\">DMU</th>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2137</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">EMU</th>\n <td class=\"Cell\">6457</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">6457</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">8594</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <th class=\"RowHeader\"></th>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove column (single level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeColumn(3)
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\">CrossCountry</th>\n <th class=\"ColumnHeader\">Southern</th>\n <th class=\"ColumnHeader\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove columns (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC")
pt$addColumnDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeColumns(c(2, 3, 6, 11, 15))
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\"> </th>\n <th class=\"ColumnHeader\" colspan=\"2\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\" colspan=\"3\">CrossCountry</th>\n <th class=\"ColumnHeader\" colspan=\"3\">London Midland</th>\n <th class=\"ColumnHeader\" colspan=\"3\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">HST</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\"></th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Total\">3079</td>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">732</td>\n <td class=\"Total\">22865</td>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">8849</td>\n <td class=\"Total\">14487</td>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">63</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">33792</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22196</td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\">11229</td>\n <td class=\"Total\">37050</td>\n <td class=\"Total\">48279</td>\n <td class=\"Total\">2137</td>\n <td class=\"Total\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty columns (single-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode)
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC", fromData=FALSE,
explicitListOfValues=list("Arriva Trains Wales", "CrossCountry",
"South West Trains", "Southern", "Virgin Trains"))
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyColumns()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\"> </th>\n <th class=\"ColumnHeader\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\">CrossCountry</th>\n <th class=\"ColumnHeader\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Cell\">22865</td>\n <td class=\"Cell\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 238282)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: remove empty columns (multi-level)")
for(i in 1:nrow(scenarios)) {
if(!isDevelopmentVersion) break
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TOC")
pt$addColumnDataGroups("PowerType", onlyCombinationsThatExist=FALSE)
pt$addRowDataGroups("TrainCategory")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
pt$removeEmptyColumns()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\"> </th>\n <th class=\"ColumnHeader\" colspan=\"2\">Arriva Trains Wales</th>\n <th class=\"ColumnHeader\" colspan=\"3\">CrossCountry</th>\n <th class=\"ColumnHeader\" colspan=\"3\">London Midland</th>\n <th class=\"ColumnHeader\" colspan=\"3\">Virgin Trains</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">HST</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\"></th>\n </tr>\n <tr>\n <th class=\"RowHeader\">Express Passenger</th>\n <td class=\"Cell\">3079</td>\n <td class=\"Total\">3079</td>\n <td class=\"Cell\">22133</td>\n <td class=\"Cell\">732</td>\n <td class=\"Total\">22865</td>\n <td class=\"Cell\">5638</td>\n <td class=\"Cell\">8849</td>\n <td class=\"Total\">14487</td>\n <td class=\"Cell\">2137</td>\n <td class=\"Cell\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">49025</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Ordinary Passenger</th>\n <td class=\"Cell\">830</td>\n <td class=\"Total\">830</td>\n <td class=\"Cell\">63</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">63</td>\n <td class=\"Cell\">5591</td>\n <td class=\"Cell\">28201</td>\n <td class=\"Total\">33792</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">34685</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">3909</td>\n <td class=\"Total\">22196</td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">22928</td>\n <td class=\"Total\">11229</td>\n <td class=\"Total\">37050</td>\n <td class=\"Total\">48279</td>\n <td class=\"Total\">2137</td>\n <td class=\"Total\">6457</td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 502260)
expect_identical(as.character(pt$getHtml()), html)
})
}
scenarios <- testScenarios("pvt row/col tests: vectorised methods")
for(i in 1:nrow(scenarios)) {
evaluationMode <- scenarios$evaluationMode[i]
processingLibrary <- scenarios$processingLibrary[i]
description <- scenarios$description[i]
countFunction <- scenarios$countFunction[i]
test_that(description, {
skip_on_cran()
library(pivottabler)
pt <- PivotTable$new(processingLibrary=processingLibrary, evaluationMode=evaluationMode, compatibility=list(noDataGroupNBSP=TRUE))
pt$addData(bhmtrains)
pt$addColumnDataGroups("TrainCategory")
pt$addColumnDataGroups("PowerType")
pt$addRowDataGroups("TOC")
pt$addRowDataGroups("Status")
pt$defineCalculation(calculationName="TotalTrains", summariseExpression=countFunction)
pt$evaluatePivot()
# pt$renderPivot()
# sum(pt$cells$asMatrix(), na.rm=TRUE)
# prepStr(as.character(pt$getHtml()))
html <- "<table class=\"Table\">\n <tr>\n <th class=\"RowHeader\" rowspan=\"2\" colspan=\"2\"> </th>\n <th class=\"ColumnHeader\" colspan=\"4\">Express Passenger</th>\n <th class=\"ColumnHeader\" colspan=\"3\">Ordinary Passenger</th>\n <th class=\"ColumnHeader\">Total</th>\n </tr>\n <tr>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">HST</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\">DMU</th>\n <th class=\"ColumnHeader\">EMU</th>\n <th class=\"ColumnHeader\">Total</th>\n <th class=\"ColumnHeader\"></th>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">Arriva Trains Wales</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">3018</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">3018</td>\n <td class=\"Cell\">815</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">815</td>\n <td class=\"Total\">3833</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">59</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">59</td>\n <td class=\"Cell\">15</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">15</td>\n <td class=\"Total\">74</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">2</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">2</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">3079</td>\n <td class=\"Total\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">3079</td>\n <td class=\"Total\">830</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">830</td>\n <td class=\"Total\">3909</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">CrossCountry</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">21561</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">709</td>\n <td class=\"Total\">22270</td>\n <td class=\"Cell\">60</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">60</td>\n <td class=\"Total\">22330</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">546</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\">23</td>\n <td class=\"Total\">569</td>\n <td class=\"Cell\">2</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">2</td>\n <td class=\"Total\">571</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">26</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">26</td>\n <td class=\"Cell\">1</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">1</td>\n <td class=\"Total\">27</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">22133</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">22865</td>\n <td class=\"Total\">63</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">63</td>\n <td class=\"Total\">22928</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">London Midland</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">5534</td>\n <td class=\"Cell\">8599</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">14133</td>\n <td class=\"Cell\">5520</td>\n <td class=\"Cell\">27331</td>\n <td class=\"Total\">32851</td>\n <td class=\"Total\">46984</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">101</td>\n <td class=\"Cell\">235</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">336</td>\n <td class=\"Cell\">67</td>\n <td class=\"Cell\">847</td>\n <td class=\"Total\">914</td>\n <td class=\"Total\">1250</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">3</td>\n <td class=\"Cell\">15</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">18</td>\n <td class=\"Cell\">4</td>\n <td class=\"Cell\">23</td>\n <td class=\"Total\">27</td>\n <td class=\"Total\">45</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">5638</td>\n <td class=\"Total\">8849</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">14487</td>\n <td class=\"Total\">5591</td>\n <td class=\"Total\">28201</td>\n <td class=\"Total\">33792</td>\n <td class=\"Total\">48279</td>\n </tr>\n <tr>\n <th class=\"RowHeader\" rowspan=\"4\">Virgin Trains</th>\n <th class=\"RowHeader\">A</th>\n <td class=\"Cell\">2028</td>\n <td class=\"Cell\">6331</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">8359</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8359</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">C</th>\n <td class=\"Cell\">107</td>\n <td class=\"Cell\">119</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">226</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">226</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">R</th>\n <td class=\"Cell\">2</td>\n <td class=\"Cell\">7</td>\n <td class=\"Cell\"></td>\n <td class=\"Total\">9</td>\n <td class=\"Cell\"></td>\n <td class=\"Cell\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">9</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <td class=\"Total\">2137</td>\n <td class=\"Total\">6457</td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n <td class=\"Total\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\"></td>\n <td class=\"Total\">8594</td>\n </tr>\n <tr>\n <th class=\"RowHeader\">Total</th>\n <th class=\"RowHeader\"></th>\n <td class=\"Total\">32987</td>\n <td class=\"Total\">15306</td>\n <td class=\"Total\">732</td>\n <td class=\"Total\">49025</td>\n <td class=\"Total\">6484</td>\n <td class=\"Total\">28201</td>\n <td class=\"Total\">34685</td>\n <td class=\"Total\">83710</td>\n </tr>\n</table>"
expect_equal(sum(pt$cells$asMatrix(), na.rm=TRUE), 753390)
expect_identical(as.character(pt$getHtml()), html)
fx <- function(x) { x$caption }
gx <- function(x) {
captions <- lapply(unlist(x), fx)
paste(captions, collapse=" ")
}
grps <- pt$getColumnGroupsByLevel(c(1, 2))
text <- "Express Passenger Ordinary Passenger Total DMU EMU HST Total DMU EMU Total "
expect_equal(length(grps), 2)
expect_identical(gx(grps), text)
grps <- pt$getColumnGroupsByLevel(c(1, 2), collapse=TRUE)
text <- "Express Passenger Ordinary Passenger Total DMU EMU HST Total DMU EMU Total "
expect_equal(length(grps), 11)
expect_identical(gx(grps), text)
levels <- pt$findGroupColumnNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 8)
expect_equal(sum(levels), 36)
grps <- pt$getLeafColumnGroup(c(2, 4, 7))
text <- "EMU Total Total"
expect_equal(length(grps), 3)
expect_identical(gx(grps), text)
levels <- pt$findGroupColumnNumbers(grps)
expect_equal(length(levels), 3)
expect_equal(sum(unlist(levels)), 13)
levels <- pt$findGroupColumnNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 3)
expect_equal(sum(levels), 13)
grps <- pt$getRowGroupsByLevel(c(1, 2))
text <- "Arriva Trains Wales CrossCountry London Midland Virgin Trains Total A C R Total A C R Total A C R Total A C R Total "
expect_equal(length(grps), 2)
expect_identical(gx(grps), text)
grps <- pt$getRowGroupsByLevel(c(1, 2), collapse=TRUE)
text <- "Arriva Trains Wales CrossCountry London Midland Virgin Trains Total A C R Total A C R Total A C R Total A C R Total "
expect_equal(length(grps), 22)
expect_identical(gx(grps), text)
levels <- pt$findGroupRowNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 17)
expect_equal(sum(levels), 153)
grps <- pt$getLeafRowGroup(c(2, 4, 7))
text <- "C Total R"
expect_equal(length(grps), 3)
expect_identical(gx(grps), text)
levels <- pt$findGroupRowNumbers(grps)
expect_equal(length(levels), 3)
expect_equal(sum(unlist(levels)), 13)
levels <- pt$findGroupRowNumbers(grps, collapse=TRUE)
expect_equal(length(levels), 3)
expect_equal(sum(levels), 13)
})
}
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