From b5ccfaacafb6822375189ab705f76d1544181285 Mon Sep 17 00:00:00 2001 From: Steve Jones Date: Mon, 22 Jul 2024 21:36:50 +0200 Subject: [PATCH] (#2941) Improve PERIODIC/CONTINUOUS detection algorithm --- ...inuous.csv => stringValuesContinuous1.csv} | 0 .../stringValuesContinuous2.csv | 2065 +++++++++++++++++ .../data/Dataset/SensorValuesListTest.java | 16 + .../QuinCe/data/Dataset/SensorValuesList.java | 20 +- 4 files changed, 2095 insertions(+), 6 deletions(-) rename WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/{stringValuesContinuous.csv => stringValuesContinuous1.csv} (100%) create mode 100644 WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous2.csv diff --git a/WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous.csv b/WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous1.csv similarity index 100% rename from WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous.csv rename to WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous1.csv diff --git a/WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous2.csv b/WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous2.csv new file mode 100644 index 000000000..b77d0cfc8 --- /dev/null +++ b/WebApp/junit/resources/testdata/data/DataSet/SensorValuesList/stringValuesContinuous2.csv @@ -0,0 +1,2065 @@ +2024-04-08T19:46:22.000Z,GO TO SLEEP +2024-04-08T19:51:59.000Z,STD1 +2024-04-08T19:57:38.000Z,STD2 +2024-04-08T20:03:17.000Z,STD3 +2024-04-08T20:08:57.000Z,STD4 +2024-04-08T23:42:58.000Z,WAKE UP +2024-04-08T23:48:38.000Z,STD1z-DRAIN +2024-04-08T23:54:42.000Z,STD4s +2024-04-09T00:00:22.000Z,STD1 +2024-04-09T00:02:01.000Z,STD1 +2024-04-09T00:03:41.000Z,STD1 +2024-04-09T00:09:21.000Z,STD2 +2024-04-09T00:11:00.000Z,STD2 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4a7b6b1ed..cd761c2d1 100644 --- a/WebApp/junit/uk/ac/exeter/QuinCe/data/Dataset/SensorValuesListTest.java +++ b/WebApp/junit/uk/ac/exeter/QuinCe/data/Dataset/SensorValuesListTest.java @@ -19,6 +19,7 @@ import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.Arguments; import org.junit.jupiter.params.provider.MethodSource; +import org.junit.jupiter.params.provider.ValueSource; import uk.ac.exeter.QuinCe.TestBase.BaseTest; import uk.ac.exeter.QuinCe.data.Dataset.QC.Flag; @@ -357,4 +358,19 @@ public void numericPeriodicValuesSize() throws Exception { SensorValuesList list = allSensorValues.getColumnValues(6L); assertEquals(3, list.valuesSize()); } + + @FlywayTest(locationsForMigrate = { "resources/sql/testbase/user", + "resources/sql/testbase/instrument" }) + @ParameterizedTest + @ValueSource(strings = { "stringValuesContinuous1.csv", + "stringValuesContinuous2.csv" }) + public void stringValuesContinuousTest(String file) throws Exception { + + // Column 6 = Run Type + DatasetSensorValues allSensorValues = makeDatasetSensorValues( + "stringValuesContinuous1.csv", 6L, Flag.GOOD); + + SensorValuesList list = allSensorValues.getColumnValues(6L); + assertEquals(SensorValuesList.MODE_CONTINUOUS, list.getMeasurementMode()); + } } diff --git a/WebApp/src/uk/ac/exeter/QuinCe/data/Dataset/SensorValuesList.java b/WebApp/src/uk/ac/exeter/QuinCe/data/Dataset/SensorValuesList.java index 0353ee251..57d9cc3cf 100644 --- a/WebApp/src/uk/ac/exeter/QuinCe/data/Dataset/SensorValuesList.java +++ b/WebApp/src/uk/ac/exeter/QuinCe/data/Dataset/SensorValuesList.java @@ -109,6 +109,14 @@ public class SensorValuesList { */ private static final int MAX_PERIODIC_GROUP_SIZE = 25; + /** + * The number of large groups (i.e. larger than + * {@link #MAX_PERIODIC_GROUP_SIZE}) allowed in a PERIODIC list. Some PERIODIC + * lists contain a couple of large groups at the start as the sensor + * initialises. + */ + private static final int LARGE_GROUP_LIMIT = 5; + /** * Indicator for measurements in continuous mode. */ @@ -1205,7 +1213,7 @@ private void calculateMeasurementMode() { boolean stringMode = allowStringPeriodicGroups && containsStringValue(); // The largest group size - int maxGroupSize = 0; + int largeGroupCount = 0; // Calculate the mean group size as we go along int groupsByTime = 0; @@ -1231,8 +1239,8 @@ private void calculateMeasurementMode() { if (groupSize > 0) { // Update the max group size - if (groupSize > maxGroupSize) { - maxGroupSize = groupSize; + if (groupSize > MAX_PERIODIC_GROUP_SIZE) { + largeGroupCount++; } // Update the running mean group size @@ -1251,8 +1259,8 @@ private void calculateMeasurementMode() { // Tidy up from the last value if (groupSize > 0) { // Update the max group size - if (groupSize > maxGroupSize) { - maxGroupSize = groupSize; + if (groupSize > MAX_PERIODIC_GROUP_SIZE) { + largeGroupCount++; } // Update the running mean group size @@ -1262,7 +1270,7 @@ private void calculateMeasurementMode() { } if (groupsByTime > 1 && (meanGroupSize <= MAX_PERIODIC_GROUP_SIZE - || maxGroupSize <= MAX_PERIODIC_GROUP_SIZE)) { + && largeGroupCount <= LARGE_GROUP_LIMIT)) { measurementMode = MODE_PERIODIC; } else { measurementMode = MODE_CONTINUOUS;