Initial commit

components/viz/data/deepCareExtractor.ts

@@ -0,0 +1,16 @@
+import { extractAudioData } from './extractAudioData'
+
+const labels: string[] = []
+const noise: number[] = []
+
+// Funktion zum Laden der Daten und Initialisieren der Chart-Daten
+export const loadChartData = async (csvFilePath: string): Promise<void> => {
+  const audioData = await extractAudioData(csvFilePath)
+
+  audioData.forEach((row:any) => {
+    labels.push(row.timestamp)
+    noise.push(row.sensors_ambientData_noise)
+  })
+}
+
+await loadChartData('/audioData.csv')

components/viz/data/extractAudioData.ts

@@ -0,0 +1,36 @@
+import Papa from 'papaparse'
+
+// Typdefinitionen für die Daten
+interface AudioData {
+  timestamp: string
+  sensors_ambientData_noise: number
+}
+
+// Funktion zum Laden und Extrahieren der CSV-Daten
+export const extractAudioData = async (csvFilePath: string): Promise<AudioData[]> => {
+  const response = await fetch(csvFilePath)
+  const csvData = await response.text()
+
+  const audioData: AudioData[] = []
+
+  // eslint-disable-next-line import/no-named-as-default-member
+  Papa.parse(csvData, {
+    header: true,
+    skipEmptyLines: true,
+    complete: (result) => {
+      result.data.forEach((row: any) => {
+        // Extrahiere und parse die Daten
+        const timestamp = row.timestamp
+        const noise = parseFloat(row.sensors_ambientData_noise)
+
+        if (timestamp && !isNaN(noise)) {
+          audioData.push({ timestamp, sensors_ambientData_noise: noise })
+        }
+      })
+    }
+  })
+
+  return new Promise((resolve) => {
+    setTimeout(() => resolve(audioData), 0) // Simuliere async Verarbeitung
+  })
+}