Worked on closing events that span more than one log file
This commit is contained in:
parent
046d5b2f08
commit
67f4c70203
161
R/close_events.R
161
R/close_events.R
|
|
@ -14,9 +14,9 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
|||
},
|
||||
"flipCard" = {
|
||||
actions <- c("Show Info", "Show Front")
|
||||
idvar <- c("fileId", "folder", "trace", "artwork", "glossar")
|
||||
drop <- c("popup", "topicNumber", "eventId", "event")
|
||||
ncol <- 17
|
||||
idvar <- c("fileId", "folder", "trace", "eventId", "artwork", "glossar")
|
||||
drop <- c("popup", "topicNumber", "event")
|
||||
ncol <- 18
|
||||
|
||||
},
|
||||
"openTopic" = {
|
||||
|
|
@ -34,7 +34,6 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
|||
drop <- c("topicNumber", "event")
|
||||
ncol <- 19
|
||||
# TODO: Should topicNumber maybe also be filled in for "openPopup"?
|
||||
|
||||
}
|
||||
)
|
||||
|
||||
|
|
@ -54,6 +53,10 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
|||
subdata <- subdata[-(id_rm_stop + 1), ]
|
||||
}
|
||||
|
||||
if (event == "flipCard") {
|
||||
subdata$eventId <- subdata$trace
|
||||
}
|
||||
|
||||
subdata_split <- split(subdata, ~ fileId)
|
||||
|
||||
pbapply::pboptions(style = 3, char = "=")
|
||||
|
|
@ -63,20 +66,142 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
|||
idvar = idvar,
|
||||
timevar = "time",
|
||||
drop = drop)
|
||||
# suppressWarnings(
|
||||
# data_wide <- stats::reshape(subdata, direction = "wide",
|
||||
# idvar = idvar,
|
||||
# timevar = "time",
|
||||
# drop = drop)
|
||||
# )
|
||||
|
||||
# remove entries with only start or stop events since they do not have
|
||||
# all columns
|
||||
ids <- which(sapply(subdata_split_wide, ncol) != ncol)
|
||||
if (length(ids) > 0) subdata_split_wide <- subdata_split_wide[-ids]
|
||||
#which(sapply(subdata_split_wide, ncol) != ncol)
|
||||
|
||||
# fix log files with *only* start or *only* stop events
|
||||
add_variables <- function(data_split_wide, ncol,
|
||||
event = c("move", "flipCard", "openTopic", "openPopup")) {
|
||||
|
||||
if (ncol(data_split_wide) != ncol) {
|
||||
if (!any(grepl("start", names(data_split_wide)))) {
|
||||
data_split_wide$date.start <- NA
|
||||
data_split_wide$timeMs.start <- NA
|
||||
data_split_wide$x.start <- NA
|
||||
data_split_wide$y.start <- NA
|
||||
data_split_wide$scale.start <- NA
|
||||
data_split_wide$rotation.start <- NA
|
||||
|
||||
event <- match.arg(event)
|
||||
|
||||
switch(event,
|
||||
"move" = {
|
||||
data_split_wide <- data_split_wide[, c("fileId", "folder",
|
||||
"artwork", "glossar",
|
||||
"eventId", "date.start",
|
||||
"timeMs.start", "x.start",
|
||||
"y.start", "scale.start",
|
||||
"rotation.start",
|
||||
"date.stop", "timeMs.stop",
|
||||
"x.stop", "y.stop",
|
||||
"scale.stop",
|
||||
"rotation.stop")]
|
||||
},
|
||||
"flipCard" = {
|
||||
data_split_wide <- data_split_wide[, c("fileId", "folder",
|
||||
"artwork", "glossar",
|
||||
"trace", "eventId",
|
||||
"date.start",
|
||||
"timeMs.start",
|
||||
"x.start", "y.start",
|
||||
"scale.start",
|
||||
"rotation.start",
|
||||
"date.stop",
|
||||
"timeMs.stop", "x.stop",
|
||||
"y.stop", "scale.stop",
|
||||
"rotation.stop")]
|
||||
},
|
||||
"openTopic" = {
|
||||
data_split_wide <- data_split_wide[, c("fileId", "folder",
|
||||
"artwork", "topicNumber",
|
||||
"glossar", "trace",
|
||||
"eventId", "date.start",
|
||||
"timeMs.start",
|
||||
"x.start", "y.start",
|
||||
"scale.start",
|
||||
"rotation.start",
|
||||
"date.stop",
|
||||
"timeMs.stop", "x.stop",
|
||||
"y.stop", "scale.stop",
|
||||
"rotation.stop")]
|
||||
},
|
||||
"openPopup" = {
|
||||
data_split_wide <- data_split_wide[, c("fileId", "folder",
|
||||
"artwork", "popup",
|
||||
"glossar", "trace",
|
||||
"eventId", "date.start",
|
||||
"timeMs.start",
|
||||
"x.start", "y.start",
|
||||
"scale.start",
|
||||
"rotation.start",
|
||||
"date.stop",
|
||||
"timeMs.stop", "x.stop",
|
||||
"y.stop", "scale.stop",
|
||||
"rotation.stop")]
|
||||
}
|
||||
)
|
||||
} else if (!any(grepl("stop", names(data_split_wide)))) {
|
||||
data_split_wide$date.stop <- NA
|
||||
data_split_wide$timeMs.stop <- NA
|
||||
data_split_wide$x.stop <- NA
|
||||
data_split_wide$y.stop <- NA
|
||||
data_split_wide$scale.stop <- NA
|
||||
data_split_wide$rotation.stop <- NA
|
||||
}
|
||||
}
|
||||
data_split_wide
|
||||
}
|
||||
|
||||
subdata_split_wide <- lapply(subdata_split_wide, add_variables, ncol = ncol,
|
||||
event = event)
|
||||
|
||||
data_wide <- dplyr::bind_rows(subdata_split_wide)
|
||||
|
||||
select <- is.na(data_wide$date.start) | is.na(data_wide$date.stop)
|
||||
correct <- data_wide[!select, ]
|
||||
correct$identi <- "correct"
|
||||
corrupt <- data_wide[select, ]
|
||||
corrupt$identi <- "corrupt"
|
||||
|
||||
if (event != "move") {
|
||||
corrupt_ids <- aggregate(trace ~ eventId, corrupt, function(x) length(unique(x)))
|
||||
d1 <- nrow(corrupt)
|
||||
corrupt_ids <- corrupt_ids$eventId[corrupt_ids$trace != 1]
|
||||
corrupt <- corrupt[!corrupt$eventId %in% corrupt_ids, ]
|
||||
d2 <- nrow(corrupt)
|
||||
if (d2 < d1) {
|
||||
corrupt <- corrupt[!is.na(corrupt$date.start), ]
|
||||
warning(paste0(d1 - d2, " events spanning two log files have been removed since it could not be resolved how to close them."))
|
||||
}
|
||||
}
|
||||
|
||||
close_open_eventIds <- function(df, eventId) {
|
||||
dfid <- df[df$eventId == eventId, ]
|
||||
dfid <- dfid[!is.na(dfid$eventId), ]
|
||||
dfid <- dfid[order(dfid$fileId), ]
|
||||
if (nrow(dfid) == 2) {
|
||||
out <- dfid[1, ]
|
||||
out[, c("date.stop", "timeMs.stop", "x.stop", "y.stop", "scale.stop",
|
||||
"rotation.stop")] <-
|
||||
dfid[2, c("date.stop", "timeMs.stop", "x.stop",
|
||||
"y.stop", "scale.stop", "rotation.stop")]
|
||||
} else if (nrow(dfid) > 2) {
|
||||
stop("More than two rows for open eventIds. Something is wrong!")
|
||||
} else {
|
||||
out <- dfid
|
||||
}
|
||||
out
|
||||
}
|
||||
|
||||
fixed <- dplyr::bind_rows(lapply(unique(corrupt$eventId),
|
||||
close_open_eventIds, df = corrupt))
|
||||
# FIXME: Something is wrong with the traces for `move`, `openTopic`,
|
||||
# `openPopup` --> I have correct eventIds that have two different traces
|
||||
# -- that cannot be! (I also have correct different traces, that have the
|
||||
# same eventId...)
|
||||
|
||||
data_wide <- rbind(correct, fixed)
|
||||
|
||||
for (d in drop) data_wide[d] <- NA
|
||||
data_wide$distance <- NA
|
||||
data_wide$scaleSize <- NA
|
||||
|
|
@ -102,7 +227,13 @@ close_events <- function(data, event = c("move", "flipCard", "openTopic", "openP
|
|||
data_wide <- move_wide
|
||||
}
|
||||
|
||||
out <- data_wide[, c("fileId", "folder", "event", "artwork", "trace",
|
||||
# remove durations that span more than one log file
|
||||
data_wide$duration[data_wide$identi == "corrupt"] <- NA
|
||||
# TODO: Maybe there is a better solution for this?
|
||||
|
||||
out <- data_wide[# !apply(data_wide, 1, function(x) all(is.na(x))),
|
||||
# remove all NA rows
|
||||
c("fileId", "folder", "event", "artwork", "trace",
|
||||
"glossar", "date.start", "date.stop",
|
||||
"timeMs.start", "timeMs.stop", "duration",
|
||||
"topicNumber", "popup", "x.start", "y.start",
|
||||
|
|
|
|||
|
|
@ -13,7 +13,7 @@
|
|||
create_eventlogs <- function(data, xmlpath) {
|
||||
|
||||
if (!lubridate::is.POSIXt(data$date)){
|
||||
cat("########## Convertion variable `date` to POSIXct ##########", "\n")
|
||||
cat("########## Converting variable `date` to POSIXct ##########", "\n")
|
||||
data$date <- as.POSIXct(data$date)
|
||||
}
|
||||
data$glossar <- ifelse(data$artwork == "glossar", 1, 0)
|
||||
|
|
|
|||
Loading…
Reference in New Issue