library(GGIRread) context("reading Axivity .cwa data") test_that("readAxivity reads data from AX3 file correctly", { cwafile = system.file("testfiles/ax3_testfile.cwa", package = "GGIRread")[1] AX3 = readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 4) expect_equal(AX3$header$device, "Axivity") expect_equal(nrow(AX3$data), 364) expect_equal(ncol(AX3$data), 7) expect_equal(AX3$data$time[5], 1551174907.255, tolerance = .001, scale = 1) expect_equal(AX3$data$temp[3], 26.46484, tolerance = 0.0001) expect_equal(floor(sum(abs(AX3$data[,2:4]))), 603) expect_equal(AX3$data[1,2], 0.7656, tolerance = .0001, scale = 1) expect_equal(AX3$data[4,3], -0.3125, tolerance = .0001, scale = 1) expect_true(is.null(AX3$QClog)) # ask for more data then there is in the file AX3b = readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 0, end = 1000) expect_equal(AX3b$header$device, "Axivity") expect_equal(nrow(AX3b$data), 17599) expect_equal(ncol(AX3b$data), 7) expect_equal(AX3b$data$time[5], 1551174906.040, tolerance = .001, scale = 1) expect_equal(AX3b$data$temp[3], 25.5859, tolerance = 0.0001, scale = 1) expect_equal(floor(sum(abs(AX3b$data[,2:4]))), 25367) }) test_that("readAxivity does not fail on progressBar=TRUE for AX3 file", { cwafile = system.file("testfiles/ax3_testfile.cwa", package = "GGIRread")[1] AX3 = readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 4, progressBar = TRUE) expect_equal(AX3$header$device, "Axivity") }) test_that("readAxivity handles failed checksums correctly", { # read the blocks 1-11 from the non-corrupt file cwafile = system.file("testfiles/ax3_testfile.cwa", package = "GGIRread")[1] AX3 = readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 12) # From now on we'll be reading a file with corrupt blocks 0, 13, 14, 142, 143 and 144 (which is the last block) cwafile = system.file("testfiles/ax3_testfile_corrupt_blocks_0_13_14_142_143_144.cwa", package = "GGIRread")[1] # Since block 0 is corrupt, then if we start reading from that block, it gets skipped, and the results will be # as if we read starting from block 1. No imputation will be done. expect_warning(AX3_0_12 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 0, end = 12), "Skipping corrupt block #0") expect_equal(AX3_0_12$header$device, "Axivity") expect_equal(nrow(AX3_0_12$data), nrow(AX3$data)) expect_equal(floor(sum(abs(AX3_0_12$data[,2:4]))), floor(sum(abs(AX3$data[,2:4])))) expect_false(is.null(AX3_0_12$QClog)) expect_equal(nrow(AX3_0_12$QClog),1) expect_false(AX3_0_12$QClog$checksum_pass[1]) expect_false(AX3_0_12$QClog$imputed[1]) expect_equal(AX3_0_12$QClog$blockID_current[1], 0) expect_equal(AX3_0_12$QClog$blockID_next[1], 1) # if we read blocks 1-11, results should be the same as for the non-corrupt file, # and there should be nothing in QClog expect_warning(AX3_1_12 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 12), "Skipping corrupt block #0") # the warning is there b/c block 0 is always read, and it's corrupt expect_equal(AX3_1_12$header$device, "Axivity") expect_equal(nrow(AX3_1_12$data), nrow(AX3$data)) expect_equal(floor(sum(abs(AX3_1_12$data[,2:4]))), floor(sum(abs(AX3$data[,2:4])))) expect_true(is.null(AX3_1_12$QClog)) # Now read a bigger chunk of the file, so that the corrupt blocks 13-14 fall in the middle expect_warning(AX3_1_20 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 20), "Skipping corrupt block #13") expect_equal(AX3_1_20$header$device, "Axivity") expect_equal(nrow(AX3_1_20$data), 2306) expect_equal(ncol(AX3_1_20$data), 7) expect_equal(floor(sum(abs(AX3_1_20$data[,2:4]))), 3244) # there should be 3 entries in QClog: one each for blocks 13 and 14 with failed checksums (these initially get skipped, not imputed), # and one for block 12 that preceeds the corrupt blocks, because data needs to be imputed from block 12 (inclusive) to 15 (exclusive) expect_false(is.null(AX3_1_20$QClog)) expect_equal(nrow(AX3_1_20$QClog),3) expect_false(AX3_1_20$QClog$checksum_pass[1]) expect_false(AX3_1_20$QClog$imputed[1]) expect_equal(AX3_1_20$QClog$blockID_current[1], 13) expect_equal(AX3_1_20$QClog$blockID_next[1], 14) expect_false(AX3_1_20$QClog$checksum_pass[2]) expect_false(AX3_1_20$QClog$imputed[2]) expect_equal(AX3_1_20$QClog$blockID_current[2], 14) expect_equal(AX3_1_20$QClog$blockID_next[2], 15) expect_true(AX3_1_20$QClog$checksum_pass[3]) expect_true(AX3_1_20$QClog$imputed[3]) expect_equal(AX3_1_20$QClog$blockID_current[3], 12) # we finally found the first valid block after #12, so we imputed block #12, up to 15 expect_equal(AX3_1_20$QClog$blockID_next[3], 15) # the first valid block after 12 is 15 # check that data in blocks 12-14 got imputed with the correct values nrow11 = nrow(AX3_1_12$data) imputedValues = AX3_1_12$data[nrow11,2:4] VectorG = sqrt(sum(imputedValues^2)) imputedValues = imputedValues / VectorG expect_true(all(abs(imputedValues - AX3_1_20$data[nrow11+1,2:4] ) < .0001)) expect_true(all(abs(imputedValues - AX3_1_20$data[nrow11+2,2:4] ) < .0001)) expect_true(all(abs(imputedValues - AX3_1_20$data[nrow11+100,2:4] ) < .0001)) expect_true(all(abs(imputedValues - AX3_1_20$data[nrow11+200,2:4] ) < .0001)) expect_true(all(abs(imputedValues - AX3_1_20$data[nrow11+360,2:4] ) < .0001)) expect_equal(sum(abs(imputedValues)), sum(abs(AX3_1_20$data[(nrow11+1) : (nrow11+360), 2:4])) / 360, tolerance = .0001, scale = 1) # make sure a request for only corrupt blocks returns an error but doesn't crash expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 13, end = 14), "All requested blocks are corrupt"), "Skipping corrupt start block #13") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 14, end = 15), "All requested blocks are corrupt"), "Skipping corrupt start block #14") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 13, end = 15), "All requested blocks are corrupt"), "Skipping corrupt start block #13") # Now see what happens if the corrupt blocks fall in the very beginning of the requested interval. # These blocks should be skipped and the file should be read from the first non-corrupt block. # No blocks will be imputed. # So reading blocks 13-20 or 14-20 should give the same output as reading blocks 15-20. expect_warning(AX3_13_20 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 13, end = 20), "Skipping corrupt start block #13") expect_warning(AX3_14_20 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 14, end = 20), "Skipping corrupt start block #14") expect_warning(AX3_15_20 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 15, end = 20), "Skipping corrupt block #0") # the warning is there b/c block 0 is always read, and it's corrupt expect_equal(nrow(AX3_13_20$data), nrow(AX3_15_20$data)) expect_equal(floor(sum(abs(AX3_13_20$data[,2:4]))), floor(sum(abs(AX3_15_20$data[,2:4])))) expect_equal(nrow(AX3_14_20$data), nrow(AX3_15_20$data)) expect_equal(floor(sum(abs(AX3_14_20$data[,2:4]))), floor(sum(abs(AX3_15_20$data[,2:4])))) expect_false(is.null(AX3_13_20$QClog)) expect_equal(nrow(AX3_13_20$QClog),2) expect_false(AX3_13_20$QClog$checksum_pass[1]) expect_false(AX3_13_20$QClog$imputed[1]) expect_equal(AX3_13_20$QClog$blockID_current[1], 13) expect_equal(AX3_13_20$QClog$blockID_next[1], 14) expect_false(AX3_13_20$QClog$checksum_pass[2]) expect_false(AX3_13_20$QClog$imputed[2]) expect_equal(AX3_13_20$QClog$blockID_current[2], 14) expect_equal(AX3_13_20$QClog$blockID_next[2], 15) # Now see what happens if the corrupt blocks 13-14 fall at the very end of the requested interval # (but not at the end of the file). # These blocks should be skipped, and the file should be read until # the first non-corrupt block that follows the corrupt ones (so block 15). # Data will be imputed from block 12 (inclusive) to 15 (exclusive). # So reading blocks 1-13 or 1-14 should give the same output as reading blocks 1-15. expect_warning(AX3_1_13 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 13), "Skipping corrupt end block #13") expect_warning(AX3_1_14 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 14), "Skipping corrupt end block #14") expect_warning(AX3_1_15 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 15), "Skipping corrupt block #13") expect_equal(nrow(AX3_1_13$data), nrow(AX3_1_15$data)) expect_equal(floor(sum(abs(AX3_1_13$data[,2:4]))), floor(sum(abs(AX3_1_15$data[,2:4])))) expect_equal(nrow(AX3_1_14$data), nrow(AX3_1_15$data)) expect_equal(floor(sum(abs(AX3_1_14$data[,2:4]))), floor(sum(abs(AX3_1_15$data[,2:4])))) expect_false(is.null(AX3_1_13$QClog)) expect_equal(nrow(AX3_1_13$QClog),3) expect_false(AX3_1_13$QClog$checksum_pass[1]) expect_false(AX3_1_13$QClog$imputed[1]) expect_equal(AX3_1_13$QClog$blockID_current[1], 13) expect_equal(AX3_1_13$QClog$blockID_next[1], 14) expect_false(AX3_1_13$QClog$checksum_pass[2]) expect_false(AX3_1_13$QClog$imputed[2]) expect_equal(AX3_1_13$QClog$blockID_current[2], 14) expect_equal(AX3_1_13$QClog$blockID_next[2], 15) expect_true(AX3_1_13$QClog$checksum_pass[3]) expect_true(AX3_1_13$QClog$imputed[3]) expect_equal(AX3_1_13$QClog$blockID_current[3], 12) # we finally found the first valid block after #12, so we imputed blocks [12, 15) expect_equal(AX3_1_13$QClog$blockID_next[3], 15) # the first valid block after 12 is 15 # Now make sure corrupt blocks at the very end of the file are handled correctly (blocks 142-144). # make sure a request for only corrupt blocks returns an error but doesn't crash expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 142, end = 143), "All requested blocks are corrupt"), "Skipping corrupt end block") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 142, end = 144), "All requested blocks are corrupt"), "Skipping corrupt end block") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 142, end = 145), "All requested blocks are corrupt"), "Skipping corrupt end block") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 143, end = 144), "All requested blocks are corrupt"), "Skipping corrupt end block") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 143, end = 145), "All requested blocks are corrupt"), "Skipping corrupt end block") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 144, end = 145), "All requested blocks are corrupt"), "Skipping corrupt end block") # If there are corrupt blocks at the very end of the file, then the last non-corrupt block is # treated as the end block and no imputation is done. # So in our case, since the end blocks 142-144 are corrupt, they are ignored and the file is # treated as if it had only 142 blocks (0-141) expect_warning(AX3_140_141 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 140, end = 141), "Skipping corrupt block #0") expect_warning(AX3_140_142 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 140, end = 142), "Skipping corrupt end block") expect_warning(AX3_140_143 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 140, end = 143), "Skipping corrupt block") expect_warning(AX3_140_144 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 140, end = 144), "Skipping corrupt end block") expect_warning(AX3_140_145 <- readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 140, end = 145), "Skipping corrupt end block") expect_equal(nrow(AX3_140_141$data), nrow(AX3_140_142$data)) expect_equal(floor(sum(abs(AX3_140_141$data[,2:4]))), floor(sum(abs(AX3_140_142$data[,2:4])))) expect_equal(nrow(AX3_140_141$data), nrow(AX3_140_143$data)) expect_equal(floor(sum(abs(AX3_140_141$data[,2:4]))), floor(sum(abs(AX3_140_143$data[,2:4])))) expect_equal(nrow(AX3_140_141$data), nrow(AX3_140_144$data)) expect_equal(floor(sum(abs(AX3_140_141$data[,2:4]))), floor(sum(abs(AX3_140_144$data[,2:4])))) expect_equal(nrow(AX3_140_141$data), nrow(AX3_140_145$data)) expect_equal(floor(sum(abs(AX3_140_141$data[,2:4]))), floor(sum(abs(AX3_140_145$data[,2:4])))) # If the file has more consecutive corrupt blocks than allowed by maxAllowedCorruptBlocks, # we should get an error. expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 20, maxAllowedCorruptBlocks=1), "Error reading file. 2 consecutive blocks are corrupt."), "Skipping corrupt block #13") expect_warning( expect_error(readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 140, end = 144, maxAllowedCorruptBlocks=2), "Error reading file. The last 3 blocks are corrupt."), "Skipping corrupt end block #144") }) test_that("readAxivity reads data from AX6 file correctly", { cwafile = system.file("testfiles/ax6_testfile.cwa", package = "GGIRread")[1] AX6 = readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 1, end = 4) expect_equal(AX6$header$device, "Axivity") expect_equal(nrow(AX6$data), 121) expect_equal(ncol(AX6$data), 10) expect_equal(AX6$data$time[5], 1577131447.144, tolerance = .001, scale = 1) expect_equal(AX6$data$temp[3], 27.34375, tolerance = 0.0001) expect_equal(floor(sum(abs(AX6$data[,2:4]))), 2007) expect_equal(floor(sum(abs(AX6$data[,5:7]))), 10) expect_equal(AX6$data[1,2], 0.2670288, tolerance = 0.0000001, scale = 1) expect_equal(AX6$data[4,3], -0.5026558, tolerance = 0.0000001, scale = 1) expect_equal(AX6$data[30,5], -0.009452909, tolerance = 0.0000001, scale = 1) expect_true(is.null(AX6$QClog)) # ask for more data then there is in the file AX6b = readAxivity(filename = cwafile, desiredtz = "Europe/Berlin", start = 0, end = 1000) expect_equal(AX6b$header$device, "Axivity") expect_equal(nrow(AX6b$data), 11428) expect_equal(ncol(AX6b$data), 10) expect_equal(AX6b$data$time[5], 1577131446.740, tolerance = .001, scale = 1) expect_equal(AX6b$data$temp[3], 27.34375, tolerance = 0.0001) expect_equal(floor(sum(abs(AX6b$data[,2:4]))), 960046) expect_true(is.null(AX6b$QClog)) }) test_that("readAxivity reads timezones correctly", { cwafile = system.file("testfiles/ax3_testfile.cwa", package = "GGIRread")[1] old <- options(digits.secs = 3) tzAms = "Europe/Amsterdam" tzLon = "Europe/London" # desiredtz == configtz tzequal = readAxivity(filename = cwafile, desiredtz = tzLon, configtz = tzLon, start = 1, end = 4) expect_equal(tzequal$data$time[1], 1551178507.215, tolerance = .001, scale = 1) expect_equal(format(as.POSIXlt(tzequal$data$time[1], tz = tzLon, origin = "1970-01-01")), "2019-02-26 10:55:07.215") # desiredtz < configtz tzwest = readAxivity(filename = cwafile, desiredtz = tzLon, configtz = tzAms, start = 1, end = 4) expect_equal(tzwest$data$time[1], 1551174907.215, tolerance = .001, scale = 1) expect_equal(format(as.POSIXlt(tzwest$data$time[1], tz = tzLon, origin = "1970-01-01")), "2019-02-26 09:55:07.215") # desiredtz > configtz tzeast = readAxivity(filename = cwafile, desiredtz = tzAms, configtz = tzLon, start = 1, end = 4) expect_equal(tzeast$data$time[1], 1551178507.215, tolerance = .001, scale = 1) expect_equal(format(as.POSIXlt(tzeast$data$time[1], tz = tzAms, origin = "1970-01-01")), "2019-02-26 11:55:07.215") options(old) })