# Test normalization - test normalizeFeature()
#
# Author: Hoff
###############################################################################
library(testthat)
library(mPowerStatistics)
context("test_unit_gait_feature")
lastProcessedVersion<-c("syn123"="1")
cleanDataTableId<-"syn000"
featureTableId<-"syn999"
cleanedWalkingData<-data.frame(
recordId=c("AA", "BB", "CC"),
"deviceMotion_walking_outbound.json.items"=c("111", "222", "333"),
stringsAsFactors=F
)
rownames(cleanedWalkingData)<-c("1_1", "2_1", "3_8")
queryResults<-Table("syn000", cleanedWalkingData)
with_mock(
synTableQuery=function(sql) {
tableId<-getIdFromSql(sql)
if (tableId=="syn000") {
queryResults
} else if (tableId=="syn999") {
Table("syn999", data.frame())
} else {
stop(paste0("Unexpected table id <", tableId, ">"))
}
},
synDownloadTableColumns=function(table, columns){c("111"="file1", "222"="file2", "333"="file3")},
fromJSON=function(file){"[]"},
gait_F0XY=function(data){as.integer(7)},
synStore=function(table) {
expect_equal(table@schema, "syn999")
expect_equal(table@values$recordId, c("AA", "BB", "CC"))
expect_equal(table@values[["is_computed"]], c(T,T,T))
expect_equal(table@values[["F0XY"]], c(as.integer(7),as.integer(7),as.integer(7)))
},
{
newLastProcessedVersion<-computeGaitFeatures(cleanDataTableId, lastProcessedVersion, featureTableId)
expect_equal(newLastProcessedVersion, 8)
}
)
cleanedWalkingData<-data.frame(
recordId=c("AA", "BB", "CC"),
"deviceMotion_walking_outbound.json.items"=c(NA, NA, NA),
stringsAsFactors=F
)
rownames(cleanedWalkingData)<-c("1_1", "2_1", "3_8")
queryResults<-Table("syn000", cleanedWalkingData)
with_mock(
synTableQuery=function(sql) {
tableId<-getIdFromSql(sql)
if (tableId=="syn000") {
queryResults
} else if (tableId=="syn999") {
Table("syn999", data.frame())
} else {
stop(paste0("Unexpected table id <", tableId, ">"))
}
},
synDownloadTableColumns=function(table, columns){c("111"="file1", "222"="file2", "333"="file3")},
fromJSON=function(file){"[]"},
gait_F0XY=function(data){as.integer(7)},
synStore=function(table) {
expect_equal(table@schema, "syn999")
expect_equal(table@values$recordId, c("AA", "BB", "CC"))
expect_equal(table@values[["is_computed"]], c(F,F,F))
expect_equal(table@values[["F0XY"]], c(NA, NA, NA))
},
{
newLastProcessedVersion<-computeGaitFeatures(cleanDataTableId, lastProcessedVersion, featureTableId)
expect_equal(newLastProcessedVersion, 8)
}
)
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