Worked on TODOs
This commit is contained in:
parent
fb9db8b908
commit
9645bc62f1
@ -483,9 +483,16 @@ two raw log files cannot be closed and will then be removed from the data
|
||||
set. The functions warns about this, but it is a random process getting rid
|
||||
of these data and seems therefore not like a systematic problem. Another
|
||||
reason why this is not bad, is that durations cannot be calculated for
|
||||
events across log files, because the time stamps do not increase over
|
||||
events across log files anyways, because the time stamps do not increase
|
||||
systematically over log files (see above).
|
||||
|
||||
I meant to put the lists back together with `do.call(rbind, some_list)` but
|
||||
this can also not handle big data sets. I therefore switched to
|
||||
`dplyr::bind_rows(some_ist)` which is really fast and was developed
|
||||
especially for this purpose. It means, that I have to depend on the dplyr
|
||||
package (which I am not a big fan of, since I meant to keep the package
|
||||
self-contained).
|
||||
|
||||
# Reading list
|
||||
|
||||
* @Arizmendi2022 [--]
|
||||
|
||||
@ -2,10 +2,18 @@
|
||||
|
||||
source("functions.R")
|
||||
|
||||
small <- TRUE
|
||||
|
||||
# Read data ##############################################################
|
||||
cat("########## Reading in data... ##########", "\n")
|
||||
dat0 <- read.table("../data/rawdata_logfiles.csv", sep = ";",
|
||||
header = TRUE)
|
||||
|
||||
if (small) {
|
||||
dat0 <- read.table("../data/rawdata_logfiles_small.csv", sep = ";",
|
||||
header = TRUE)
|
||||
} else {
|
||||
dat0 <- read.table("../data/rawdata_logfiles.csv", sep = ";",
|
||||
header = TRUE)
|
||||
}
|
||||
dat0$date <- as.POSIXct(dat0$date)
|
||||
dat0$glossar <- ifelse(dat0$artwork == "glossar", 1, 0)
|
||||
|
||||
@ -13,13 +21,15 @@ dat0$glossar <- ifelse(dat0$artwork == "glossar", 1, 0)
|
||||
dat <- subset(dat0, !(dat0$event %in% c("Start Application",
|
||||
"Show Application")))
|
||||
|
||||
save(dat, file = "tmp/dat.RData")
|
||||
save(dat, file = paste0("tmp/dat_", ifelse(small, "small_", "full_"),
|
||||
as.numeric(Sys.time()), ".RData"))
|
||||
|
||||
# Add trace variable #####################################################
|
||||
cat("########## Adding trace variable... ##########", "\n")
|
||||
dat1 <- add_trace(dat)
|
||||
|
||||
save(dat1, file = "tmp/dat1.RData")
|
||||
save(dat1, file = paste("tmp/dat1", ifelse(small, "small_", "full_"),
|
||||
as.numeric(Sys.time()), ".RData"))
|
||||
|
||||
# Close events
|
||||
cat("########## Closing events... ##########", "\n")
|
||||
@ -44,7 +54,8 @@ dat2 <- dat2[!is.na(dat2$date.start), ]
|
||||
rownames(dat2) <- NULL
|
||||
# TODO: Throw warning about this
|
||||
|
||||
save(dat2, file = "tmp/dat2.RData")
|
||||
save(dat2, file = paste("tmp/dat2", ifelse(small, "small_", "full_"),
|
||||
as.numeric(Sys.time()), ".RData"))
|
||||
|
||||
# Add case variable ######################################################
|
||||
cat("########## Adding case and eventId variables... ##########", "\n")
|
||||
@ -61,13 +72,15 @@ dat3 <- dat3[, c("fileId.start", "fileId.stop", "eventId", "case",
|
||||
"scaleSize", "rotation.start", "rotation.stop",
|
||||
"rotationDegree")]
|
||||
|
||||
save(dat3, file = "tmp/dat3.RData")
|
||||
save(dat3, file = paste("tmp/dat3", ifelse(small, "small_", "full_"),
|
||||
as.numeric(Sys.time()), ".RData"))
|
||||
|
||||
# Add trace for move events ##############################################
|
||||
cat("\n########## Adding trace variable for move events... ##########", "\n")
|
||||
dat4 <- add_trace_moves(dat3)
|
||||
|
||||
save(dat4, file = "tmp/dat4.RData")
|
||||
save(dat4, file = paste("tmp/dat4", ifelse(small, "small_", "full_"),
|
||||
as.numeric(Sys.time()), ".RData"))
|
||||
|
||||
# Add topics: file names and topics ######################################
|
||||
cat("########## Adding information about topics... ##########", "\n")
|
||||
@ -79,7 +92,8 @@ topics <- extract_topics(artworks, pattern = paste0(artworks, ".xml"),
|
||||
|
||||
dat5 <- add_topic(dat4, topics = topics)
|
||||
|
||||
save(dat5, file = "tmp/dat5.RData")
|
||||
save(dat5, file = paste("tmp/dat5", ifelse(small, "small_", "full_"),
|
||||
as.numeric(Sys.time()), ".RData"))
|
||||
|
||||
# TODO: Replace artwork with informative strings
|
||||
|
||||
|
||||
@ -118,42 +118,43 @@ add_trace <- function(data, glossar_dict = "../data/glossar_dict.RData") {
|
||||
###########################################################################
|
||||
|
||||
close_events <- function(data, event = c("move", "flipCard", "openTopic", "openPopup")) {
|
||||
# TODO: How do I set default vector and partial matching of arguments?
|
||||
# --> `macht.arg()` and `pmatch()`
|
||||
|
||||
if (event == "move") {
|
||||
actions <- c("Transform start", "Transform stop")
|
||||
idvar <- c("eventId", "artwork", "glossar")
|
||||
drop <- c("popup", "topicNumber", "trace", "event")
|
||||
ncol <- 17
|
||||
event <- match.arg(event)
|
||||
|
||||
} else if (event == "flipCard") {
|
||||
actions <- c("Show Info", "Show Front")
|
||||
idvar <- c("trace", "artwork", "glossar")
|
||||
drop <- c("popup", "topicNumber", "eventId", "event")
|
||||
ncol <- 17
|
||||
switch(event,
|
||||
"move" = {
|
||||
actions <- c("Transform start", "Transform stop")
|
||||
idvar <- c("fileId", "eventId", "artwork", "glossar")
|
||||
drop <- c("popup", "topicNumber", "trace", "event")
|
||||
ncol <- 16
|
||||
|
||||
} else if (event == "openTopic") {
|
||||
actions <- c("Artwork/OpenCard", "Artwork/CloseCard")
|
||||
idvar <- c("eventId", "trace", "glossar", "artwork", "topicNumber")
|
||||
drop <- c("popup", "event")
|
||||
ncol <- 19
|
||||
},
|
||||
"flipCard" = {
|
||||
actions <- c("Show Info", "Show Front")
|
||||
idvar <- c("fileId", "trace", "artwork", "glossar")
|
||||
drop <- c("popup", "topicNumber", "eventId", "event")
|
||||
ncol <- 16
|
||||
|
||||
} else if (event == "openPopup") {
|
||||
actions <- c("ShowPopup", "HidePopup")
|
||||
idvar <- c("eventId", "trace", "glossar", "artwork", "popup")
|
||||
drop <- c("topicNumber", "event")
|
||||
ncol <- 19
|
||||
# TODO: Should topicNumber maybe also be filled in for "openPopup"?
|
||||
},
|
||||
"openTopic" = {
|
||||
actions <- c("Artwork/OpenCard", "Artwork/CloseCard")
|
||||
idvar <- c("fileId", "eventId", "trace", "glossar", "artwork",
|
||||
"topicNumber")
|
||||
drop <- c("popup", "event")
|
||||
ncol <- 18
|
||||
|
||||
} else {
|
||||
stop("`event` must be one of 'move', 'flipCard', 'openTopic',
|
||||
'openPopup'.")
|
||||
}
|
||||
# TODO: `fileId` should now maybe go back into `idvar`
|
||||
},
|
||||
"openPopup" = {
|
||||
actions <- c("ShowPopup", "HidePopup")
|
||||
idvar <- c("fileId", "eventId", "trace", "glossar", "artwork", "popup")
|
||||
drop <- c("topicNumber", "event")
|
||||
ncol <- 18
|
||||
# TODO: Should topicNumber maybe also be filled in for "openPopup"?
|
||||
|
||||
}
|
||||
)
|
||||
|
||||
subdata <- subset(data, data$event %in% actions)
|
||||
#subdata <- subdata[order(subdata$artwork, subdata$popup, subdata$date), ]
|
||||
subdata <- subdata[order(subdata$artwork, subdata$popup, subdata$date, subdata$timeMs), ]
|
||||
subdata$time <- ifelse(subdata$event == actions[1], "start", "stop")
|
||||
num_start <- diff(c(0, which(subdata$event == actions[2])))
|
||||
@ -172,36 +173,26 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
||||
subdata_split <- split(subdata, ~ fileId)
|
||||
|
||||
pbapply::pboptions(style = 3, char = "=")
|
||||
suppressWarnings(
|
||||
|
||||
subdata_split_wide <- pbapply::pblapply(subdata_split, reshape,
|
||||
direction = "wide",
|
||||
idvar = idvar,
|
||||
timevar = "time",
|
||||
drop = drop)
|
||||
)
|
||||
# suppressWarnings(
|
||||
# data_wide <- reshape(subdata, direction = "wide",
|
||||
# idvar = idvar,
|
||||
# timevar = "time",
|
||||
# drop = drop)
|
||||
# )
|
||||
# TODO: Suppress warnings? Better with tryCatch()?
|
||||
# there is a pathological entry which gets deleted...
|
||||
# df[df$trace == 4595, ]
|
||||
# --> artwork 046 popup selene.xml gets opened twice
|
||||
|
||||
# remove entries with only start or stop events since they do not have
|
||||
# all columns
|
||||
subdata_split_wide <-
|
||||
subdata_split_wide[-which(sapply(subdata_split_wide, ncol) != ncol)]
|
||||
ids <- which(sapply(subdata_split_wide, ncol) != ncol)
|
||||
if (length(ids) > 0) subdata_split_wide <- subdata_split_wide[-ids]
|
||||
|
||||
#data_wide <- do.call(rbind, subdata_split_wide)
|
||||
# TODO: This runs quite some time
|
||||
# --> There is a more efficient function in dplyr, which would also allow
|
||||
# to keep the file IDs with only start or stop or a single entry...
|
||||
data_wide <- dplyr::bind_rows(subdata_split_wide)
|
||||
|
||||
|
||||
for (d in drop) data_wide[d] <- NA
|
||||
data_wide$distance <- NA
|
||||
data_wide$scaleSize <- NA
|
||||
@ -227,13 +218,13 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
||||
data_wide <- move_wide
|
||||
}
|
||||
|
||||
out <- data_wide[, c("fileId.start", "fileId.stop", "event", "artwork",
|
||||
"trace", "glossar", "date.start", "date.stop",
|
||||
"timeMs.start", "timeMs.stop", "duration",
|
||||
"topicNumber", "popup", "x.start", "y.start",
|
||||
"x.stop", "y.stop", "distance", "scale.start",
|
||||
"scale.stop", "scaleSize", "rotation.start",
|
||||
"rotation.stop", "rotationDegree")]
|
||||
out <- data_wide[, c("fileId", "event", "artwork", "trace", "glossar",
|
||||
"date.start", "date.stop", "timeMs.start",
|
||||
"timeMs.stop", "duration", "topicNumber", "popup",
|
||||
"x.start", "y.start", "x.stop", "y.stop",
|
||||
"distance", "scale.start", "scale.stop",
|
||||
"scaleSize", "rotation.start", "rotation.stop",
|
||||
"rotationDegree")]
|
||||
rownames(out) <- NULL
|
||||
out
|
||||
}
|
||||
@ -262,7 +253,6 @@ add_case <- function(data, cutoff = 20) {
|
||||
data$timediff <- NULL
|
||||
data
|
||||
}
|
||||
# TODO: Is this faster with lapply()?
|
||||
|
||||
###########################################################################
|
||||
|
||||
|
||||
Loading…
Reference in New Issue
Block a user