diff --git a/src/main/java/com/github/thed2lab/analysis/Analysis.java b/src/main/java/com/github/thed2lab/analysis/Analysis.java index f8cee87..5839ed5 100644 --- a/src/main/java/com/github/thed2lab/analysis/Analysis.java +++ b/src/main/java/com/github/thed2lab/analysis/Analysis.java @@ -53,10 +53,10 @@ public boolean run() { System.out.println("Analyzing " + pName); // Build DataEntrys - DataEntry allGaze = DataFilter.applyScreenSize(FileHandler.buildDataEntry(f), SCREEN_WIDTH, SCREEN_HEIGHT); - DataEntry validGaze = DataFilter.filterByValidity(allGaze, SCREEN_WIDTH, SCREEN_HEIGHT); + DataEntry allGaze = FileHandler.buildDataEntry(f); + DataEntry validGaze = DataFilter.filterByValidity(allGaze); DataEntry fixations = DataFilter.filterByFixations(allGaze); - DataEntry validFixations = DataFilter.filterByValidity(fixations, SCREEN_HEIGHT, SCREEN_WIDTH); + DataEntry validFixations = DataFilter.filterByValidity(fixations); // Write DataEntrys to file validGaze.writeToCSV(pDirectory, pName + "_valid_all_gaze"); @@ -167,18 +167,18 @@ static List> generateResults(DataEntry allGaze, DataEntry aoiGaze, /** * Helper methods that generates the descriptive gaze measures. - * @param allGaze all gaze data for the whole screen, with screen size applied. - * @param areaGaze the gaze data that ocurred within a target portion of screen, i.e., either the whole screen or an AOI, with screen - * size applied. + * @param allGaze all gaze data for the whole screen. + * @param areaGaze the gaze data that ocurred within a target portion of screen, i.e., either the whole screen or an AOI. * @param areaFixations the gaze data that ocurred within a target portion of screen, i.e., either the whole screen or an AOI, * and filtered by fixation with screen size applied. * @return a {@code List} where the first inner-list is the measure names, and second inner-list is the calculated values. */ private static List> generateResultsHelper(DataEntry allGaze, DataEntry areaGaze, DataEntry areaFixations) { // an argument could be made to filter before entering this function; there is a code smell due to blink rate and saccadeV changing - DataEntry validAllGaze = DataFilter.filterByValidity(allGaze, SCREEN_WIDTH, SCREEN_HEIGHT); - DataEntry validAreaGaze = DataFilter.filterByValidity(areaGaze, SCREEN_WIDTH, SCREEN_HEIGHT); - DataEntry validAreaFixations = DataFilter.filterByValidity(areaFixations, SCREEN_WIDTH, SCREEN_HEIGHT); + + DataEntry validAllGaze = DataFilter.applyScreenSize(DataFilter.filterByValidity(allGaze), SCREEN_WIDTH, SCREEN_HEIGHT); + DataEntry validAreaGaze = DataFilter.applyScreenSize(DataFilter.filterByValidity(areaGaze), SCREEN_WIDTH, SCREEN_HEIGHT); + DataEntry validAreaFixations = DataFilter.applyScreenSize(DataFilter.filterByValidity(areaFixations), SCREEN_WIDTH, SCREEN_HEIGHT); LinkedHashMap resultsMap = new LinkedHashMap(); resultsMap.putAll(Fixations.analyze(validAreaFixations)); diff --git a/src/main/java/com/github/thed2lab/analysis/AreaOfInterests.java b/src/main/java/com/github/thed2lab/analysis/AreaOfInterests.java index aff6d16..4a5aacd 100644 --- a/src/main/java/com/github/thed2lab/analysis/AreaOfInterests.java +++ b/src/main/java/com/github/thed2lab/analysis/AreaOfInterests.java @@ -26,7 +26,7 @@ public static void generateAOIs(DataEntry allGazeData, DataEntry fixationData, S return; } - DataEntry filteredFixations = DataFilter.filterByValidity(fixationData, SCREEN_WIDTH, SCREEN_HEIGHT); + DataEntry filteredFixations = DataFilter.filterByValidity(fixationData); Map aoiFixMap = splitAoiData(filteredFixations); // For any AOIs not in aoiFixationMetrics, add an empty DataEntry @@ -39,7 +39,7 @@ public static void generateAOIs(DataEntry allGazeData, DataEntry fixationData, S for (String aoiKey : aoiGazeMap.keySet()) { DataEntry aoiData = aoiGazeMap.get(aoiKey); - aoiData.writeToCSV(outputDirectory + "/AOIs", aoiKey + "_all_gaze"); + aoiData.writeToCSV(outputDirectory + "/AOIs", aoiKey.replace(" ", "_") + "_all_gaze"); } List> aoiMetrics = getMetrics(allGazeData, filteredFixations, aoiGazeMap, aoiFixMap); diff --git a/src/main/java/com/github/thed2lab/analysis/Windows.java b/src/main/java/com/github/thed2lab/analysis/Windows.java index ae435ae..cb90b4f 100644 --- a/src/main/java/com/github/thed2lab/analysis/Windows.java +++ b/src/main/java/com/github/thed2lab/analysis/Windows.java @@ -304,7 +304,7 @@ static double getRawEventBaselineValue(DataEntry baselineData, String event) { double eventValue = 0; baselineData = fixationEvents.contains(event) ? DataFilter.filterByFixations(baselineData) : baselineData; // Determine if we need to filter by fixations - baselineData = DataFilter.filterByValidity(baselineData, SCREEN_WIDTH, SCREEN_HEIGHT); // Filter by validity + baselineData = DataFilter.filterByValidity(baselineData); // Filter by validity for (int i = 0; i < baselineData.rowCount(); i++) { eventValue += Double.parseDouble(baselineData.getValue(event, i)); @@ -317,7 +317,7 @@ static double getRawEventBaselineValue(DataEntry baselineData, String event) { static double getAveragePupilDilationBaseline(DataEntry baselineData) { double eventValue = 0; - baselineData = DataFilter.filterByValidity(baselineData, SCREEN_WIDTH, SCREEN_HEIGHT); // Filter by validity + baselineData = DataFilter.filterByValidity(baselineData); // Filter by validity for (int i = 0; i < baselineData.rowCount(); i++) { double left = Double.parseDouble(baselineData.getValue(LEFT_PUPIL_DIAMETER, i)); diff --git a/src/test/java/com/github/thed2lab/analysis/FixationsTests.java b/src/test/java/com/github/thed2lab/analysis/FixationsTests.java index e4bb1bf..784ec54 100644 --- a/src/test/java/com/github/thed2lab/analysis/FixationsTests.java +++ b/src/test/java/com/github/thed2lab/analysis/FixationsTests.java @@ -36,24 +36,24 @@ public void testFixationsAnalyze_missingFixationDurationHeader_throwsNullPointer @Test public void testFixationsAnalyze_realData_returnHeadersAndValues() { - final String FIXATION_PATH = "./src/test/resources/filtered_by_fixation.csv"; - Map expectedResults = new HashMap(); - expectedResults.put("total_number_of_fixations", "24"); - expectedResults.put("sum_of_all_fixation_duration_s", "5.63392"); - expectedResults.put("mean_fixation_duration_s", "0.234746667"); - expectedResults.put("median_fixation_duration_s", "0.16748"); - expectedResults.put("stdev_of_fixation_durations_s", "0.154818618"); - expectedResults.put("min_fixation_duration_s", "0.03382"); - expectedResults.put("max_fixation_duration_s", "0.66125"); + final String FIXATION_PATH = "./src/test/resources/valid_fixations.csv"; + Map expectedResults = new HashMap(); + expectedResults.put("total_number_of_fixations", 20.); + expectedResults.put("sum_of_all_fixation_duration_s", 4.76282); + expectedResults.put("mean_fixation_duration_s", 0.238141); + expectedResults.put("median_fixation_duration_s", 0.16748); + expectedResults.put("stdev_of_fixation_durations_s", 0.152435548482); + expectedResults.put("min_fixation_duration_s", 0.08044); + expectedResults.put("max_fixation_duration_s", 0.66125); DataEntry actual_data = FileHandler.buildDataEntry(new File(FIXATION_PATH)); Map actualResults = Collections.unmodifiableMap(Fixations.analyze(actual_data)); assertEquals("Different number of fixation results", expectedResults.size(), actualResults.size()); for(String key: expectedResults.keySet()) { - if(Math.abs(Double.valueOf(expectedResults.get(key)) - Double.valueOf(actualResults.get(key))) > PRECISION) { + if(Math.abs(expectedResults.get(key) - Double.valueOf(actualResults.get(key))) > PRECISION) { fail(String.format( - "Different values for %s\n\tExpected: %s\n\tActual: %s", + "Different values for %s\n\tExpected: %f\n\tActual: %s", key, expectedResults.get(key), actualResults.get(key) diff --git a/src/test/java/com/github/thed2lab/analysis/SaccadeVelocityTest.java b/src/test/java/com/github/thed2lab/analysis/SaccadeVelocityTest.java index d12e45d..0520802 100644 --- a/src/test/java/com/github/thed2lab/analysis/SaccadeVelocityTest.java +++ b/src/test/java/com/github/thed2lab/analysis/SaccadeVelocityTest.java @@ -56,13 +56,12 @@ public void testGetPeakVelocity_normalUseCase_returnVelocityValue() { @Test public void testSaccadeVelocityAnalyze_nonContinuousWholeScreen() { - final String GAZE_PATH = "./src/test/resources/filtered_by_validity.csv"; - final String FIXATION_PATH = "./src/test/resources/valid_fixations.csv"; + final String GAZE_PATH = "./src/test/resources/valid_gaze_screenApplied.csv"; + final String FIXATION_PATH = "./src/test/resources/valid_fixation_screenApplied.csv"; final double EXPECTED_AVG_PEAK = 179.96919273273; final String KEY = "average_peak_saccade_velocity"; - DataEntry gazeData = DataFilter.applyScreenSize(FileHandler.buildDataEntry(new File(GAZE_PATH)), SCREEN_WIDTH, SCREEN_HEIGHT); - DataEntry fixationData = DataFilter.applyScreenSize(FileHandler.buildDataEntry(new File(FIXATION_PATH)), SCREEN_WIDTH, SCREEN_HEIGHT); - + DataEntry gazeData = FileHandler.buildDataEntry(new File(GAZE_PATH)); + DataEntry fixationData = FileHandler.buildDataEntry(new File(FIXATION_PATH)); double actualAvgPeak = Double.parseDouble(SaccadeVelocity.analyze(gazeData, fixationData).get(KEY)); assertEquals(EXPECTED_AVG_PEAK, actualAvgPeak, PRECISION); } diff --git a/src/test/java/com/github/thed2lab/analysis/SaccadesTest.java b/src/test/java/com/github/thed2lab/analysis/SaccadesTest.java index ce22ffe..fb8acac 100644 --- a/src/test/java/com/github/thed2lab/analysis/SaccadesTest.java +++ b/src/test/java/com/github/thed2lab/analysis/SaccadesTest.java @@ -6,8 +6,8 @@ import java.io.File; import java.util.ArrayList; -import java.util.HashMap; import java.util.Iterator; +import java.util.LinkedHashMap; import java.util.List; import java.util.Map; @@ -203,26 +203,26 @@ public void testGetFixationToSaccadeRatio_normalUseCase_returnRatio() { @Test public void testSaccadeAnalyze_validFixations_returnHeadersAndValues() { - final String DATA_PATH = "./src/test/resources/valid_fixations.csv"; - Map expectedResults = new HashMap(); - expectedResults.put("total_number_of_saccades", "16"); - - expectedResults.put("sum_of_all_saccade_lengths", "1.4804786014"); - expectedResults.put("mean_saccade_length", "0.0925299126"); - expectedResults.put("median_saccade_length", "0.0761603796"); - expectedResults.put("stdev_of_saccade_lengths", "0.0572082421"); - expectedResults.put("min_saccade_length", "0.0167247123"); - expectedResults.put("max_saccade_length", "0.2016258416"); - - expectedResults.put("sum_of_all_saccade_durations", "0.19091"); - expectedResults.put("mean_saccade_duration", "0.0119318750"); - expectedResults.put("median_saccade_duration", "0.0067100000"); - expectedResults.put("stdev_of_saccade_durations", "0.0094964149"); - expectedResults.put("min_saccade_duration", "0.0059800000"); - expectedResults.put("max_saccade_duration", "0.0302800000"); - - expectedResults.put("scanpath_duration", "4.95373"); - expectedResults. put("fixation_to_saccade_ratio", "24.9479859620"); + final String DATA_PATH = "./src/test/resources/valid_fixation_screenApplied.csv"; + Map expectedResults = new LinkedHashMap(); + expectedResults.put("total_number_of_saccades", 16.); + + expectedResults.put("sum_of_all_saccade_lengths", 2530.8660814283); + expectedResults.put("mean_saccade_length", 158.1791300893); + expectedResults.put("median_saccade_length", 119.3467488446); + expectedResults.put("stdev_of_saccade_lengths", 106.3517507880); + expectedResults.put("min_saccade_length", 20.7083517065); + expectedResults.put("max_saccade_length", 349.4148372122); + + expectedResults.put("sum_of_all_saccade_durations", 0.19091); + expectedResults.put("mean_saccade_duration", 0.011931875); + expectedResults.put("median_saccade_duration", 0.00671); + expectedResults.put("stdev_of_saccade_durations", 0.0094964149); + expectedResults.put("min_saccade_duration", 0.00598); + expectedResults.put("max_saccade_duration", 0.03028); + + expectedResults.put("scanpath_duration", 4.95373); + expectedResults. put("fixation_to_saccade_ratio", 24.9479859620); DataEntry dEntry = FileHandler.buildDataEntry(new File(DATA_PATH)); Map actualResults = Saccades.analyze(dEntry); @@ -230,8 +230,8 @@ public void testSaccadeAnalyze_validFixations_returnHeadersAndValues() { assertEquals("Unexpected output size.", expectedResults.size(), actualResults.size()); for (String key : expectedResults.keySet()) { - if (Math.abs(Double.valueOf(expectedResults.get(key)) - Double.valueOf(actualResults.get(key))) > PRECISION) { - fail(String.format("Different values for %s\n\tExpected: %s\n\tActual: %s", + if (Math.abs(expectedResults.get(key) - Double.valueOf(actualResults.get(key))) > PRECISION) { + fail(String.format("Different values for %s\n\tExpected: %f\n\tActual: %s", key, expectedResults.get(key), actualResults.get(key) diff --git a/src/test/resources/valid_fixation_screenApplied.csv b/src/test/resources/valid_fixation_screenApplied.csv new file mode 100644 index 0000000..76a61d1 --- /dev/null +++ b/src/test/resources/valid_fixation_screenApplied.csv @@ -0,0 +1,21 @@ +"MEDIA_ID","MEDIA_NAME","CNT","TIME(2023/02/22 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