Changed data structure for weather params and aggregating

2023-05-03 00:02:59 +03:00
parent 7e3d58bec0
commit 9fbc6f9f37
8 changed files with 194 additions and 306 deletions
@@ -0,0 +1,94 @@
+package parse
+
+import java.time.LocalDateTime
+import scala.reflect.runtime.universe._
+
+
+case class WeatherStationData(
+                               city: String,
+                               timestamp: LocalDateTime,
+                               weather: WeatherData,
+                             )
+
+case class WeatherData(
+                      tempMax: Option[Double],
+                      tempMin: Option[Double],
+                      tempAvg: Option[Double],
+                      precipitation: Option[Double],
+                      windAvg: Option[Double],
+                      windMax: Option[Double],
+                      visibilityMin: Option[Double],
+                      visibilityAvg: Option[Double],
+                      snowAvg: Option[Double],
+                      atmPressure: Option[Double],
+                      dewPoint: Option[Double],
+                      humidity: Option[Double],
+                      sunDuration: Option[Double],
+                      phenomena: List[String],
+                    )
+
+object WeatherData {
+  def fromDoubles(data: List[Option[Double]], phenomena: List[String]): Option[WeatherData] = data match {
+    case List(
+    tempMax,
+    tempMin,
+    tempAvg,
+    precipitation,
+    windAvg,
+    windMax,
+    visibilityMin,
+    visibilityAvg,
+    snowAvg,
+    atmPressure,
+    dewPoint,
+    humidity,
+    sunDuration
+    ) => Some(WeatherData(
+      tempMax,
+      tempMin,
+      tempAvg,
+      precipitation,
+      windAvg,
+      windMax,
+      visibilityMin,
+      visibilityAvg,
+      snowAvg,
+      atmPressure,
+      dewPoint,
+      humidity,
+      sunDuration,
+      phenomena,
+    ))
+    case _ => None
+  }
+
+  def getParamCount: Int = {
+    val constructor = typeOf[WeatherData].decl(termNames.CONSTRUCTOR).asMethod
+    val paramCount = constructor.paramLists.flatten.size
+    paramCount
+  }
+
+  def getDoubleParamCount: Int = {
+    getParamCount - 1 // minus one because 'phenomena' List[String] not Double
+  }
+}
+
+//val cityList: List[String] = List("Ainaži", "Alūksne", "Bauska", "Dagda", "Daugavgrīva", "Daugavpils", "Dobele", "Gulbene", "Jelgava", "Kalnciems", "Kolka", "Kuldīga", "Lielpēči", "Liepāja", "Madona", "Mērsrags", "Pāvilosta", "Piedruja", "Priekuļi", "Rēzekne", "Rīga", "Rucava", "Rūjiena", "Saldus", "Sigulda", "Sīļi", "Skrīveri", "Skulte", "Stende", "Ventspils", "Vičaki", "Zīlāni", "Zosēni", "Ainaži", "Alūksne", "Bauska", "Dagda", "Daugavgrīva", "Daugavpils", "Dobele", "Gulbene", "Jelgava", "Kalnciems", "Kolka", "Kuldīga", "Lielpēči", "Liepāja", "Madona", "Mērsrags", "Pāvilosta", "Piedruja", "Priekuļi", "Rēzekne", "Rīga", "Rucava", "Rūjiena", "Saldus", "Sigulda", "Sīļi", "Skrīveri", "Skulte", "Stende", "Ventspils", "Vičaki", "Zīlāni", "Zosēni")
+
+
+//Map(
+//  "tempMax" -> "Stundas maksimālā temperatūra",
+//  "tempMin" -> "Stundas minimālā temperatūra",
+//  "tempAvg" -> "Stundas vidējā temperatūra",
+//  "precipitation" -> "Stundas nokrišņu daudzums",
+//  "windAvg" -> "Vidējais vēja ātrums novērojumu termiņā (10 min. vidējais)",
+//  "windMax" -> "Stundas maksimālās vēja brāzmas",
+//  "visibilityMin" -> "Stundas minimālā redzamība",
+//  "visibilityAvg" -> "Stundas vidējā redzamība",
+//  "snowAvg" -> "Stundas vidējais sniega segas biezums",
+//  "atmPressure" -> "Atmosfēras spiediens jūras līmenī novērojuma termiņā (milibāros)",
+//  "dewPoint" -> "Rasas punkta temperatūra novērojuma termiņā",
+//  "humidity" -> "Relatīvais gaisa mitrums novērojumu termiņā",
+//  "sunDuration" -> "Saules spīdēšanas ilgums",
+////  "phenomena" -> "Laika parādības",
+//)