views for initial data & nlp translation

app.py

@@ -4,60 +4,45 @@ from huggingface_hub import Repository
 from io import BytesIO
 from dotenv import load_dotenv
 from openai.embeddings_utils import get_embedding, cosine_similarity
-from ml_to_nl_translation.translation import getTranslations
+from ml_to_nl_translation.translation import getTranslations, getJSONData, getJSONDF
 from utilities import api_keys
 
 openai.api_key = api_keys.APIKeys().get_key('OPENAI_API_KEY')
 eleven_api_key = api_keys.APIKeys().get_key('ELEVEN_LABS_API_KEY')
 voice_id = api_keys.APIKeys().get_key('VOICE_ID')
 
-def translator_wrapper(name):
-     result=getTranslations(name, openai.api_key)
-     print(result)
+def translator_wrapper():
+     result=getTranslations()
+     print("translator_wrapper")
+     print (result)
      return result
 
-def process_translation(translation):
-     if translation:
-        # Assuming 'translator' function performs the translation and returns a dataframe
-        df1 = getTranslations(openai.api_key)
-        html_df1 = df1.to_html()
-     else:
-        html_df1 = ""  # Empty string if button1 is not pressed
-     return html_df1
-
-def process_tranformation(tranformation):
-     if tranformation:
-        html_df2 = "not yet, it's coming soon" 
-        # Assuming 'transformer' function performs the NLP transformation and returns a dataframe
-        #df2 = transformer()  # Your NLP transformer function
-        #html_df2 = df2.to_html()
-     else:
-        html_df2 = "coming soon"  # Empty string if button2 is not pressed
-
-     return html_df2
-
-'''
-     with gr.Blocks() as demo:
-     btn1 = gr.Button(value="Start Translation")
-     html1 = gr.HTML()  # Placeholder for first dataframe
-     btn2 = gr.Button(value="Start NLP Transformation")
-     df2 = gr.Dataframe()  # Placeholder for second dataframe
-
-     def process_translation():
-          # Assuming 'translator' function performs the translation and returns a dataframe
-          print("in process translation")
-          df1 = getTranslations(openai.api_key)
-          html1=df1.to_html()
-          print(df1)          
+def fetch_json_html():
+     result = getJSONData()
+     print("result")
+     print(result)
+     return f"<pre>{result}</pre>" 
 
-     def process_tranformation():
-          df2 = ["empty"] 
-          
-     btn1.click(process_translation)
-     btn2.click(process_tranformation)
-'''
+def fetch_json_df():
+     result = getJSONDF()
+     print(result)
+     return result
 
-ui1 = gr.Interface(fn=process_translation, inputs=gr.Label(value="Start Translation"), outputs=gr.outputs.HTML(label="Translation Output"))
-ui2 = gr.Interface(fn=process_tranformation, inputs =gr.Button(value="Start NLP Transformation"), outputs=gr.outputs.HTML(label="NLP Output"))
-demo = gr.TabbedInterface([ui1, ui2], ["Translation", "NLP Transformation"])
+with gr.Blocks() as ui1:
+    with gr.Row():
+        b1 = gr.Button("Get Sensor Data")
+    with gr.Row():
+        with gr.Column(scale=1, min_width=600):
+            df1 =gr.Dataframe(type="pandas")
+    b1.click(fetch_json_df,outputs=df1)
+
+with gr.Blocks() as ui2:
+    with gr.Row():
+        b2 = gr.Button("NLP Translate")
+    with gr.Row():
+        with gr.Column(scale=1, min_width=600):
+            df2 =gr.Dataframe(type="pandas")
+    b2.click(translator_wrapper,outputs=df2)
+
+demo = gr.TabbedInterface([ui1,ui2], ("Sensor Data", "NLP Translation"))
 demo.launch()

data-builders/mock-sensor-data-generator.py

@@ -10,7 +10,7 @@ temp = 75.2
 humidity = 40.0
 pressure = 1013
 battery_life = 85
-status = "normal"
+state = "normal"
 
 # Initialize data list
 data = []
@@ -28,7 +28,7 @@ for i in range(120):
             "pressure": pressure,
             "units": {"temperature": "Celsius", "humidity": "Percent", "pressure": "hPa"}
         },
-        "status": {"device": status, "batteryLife": round(battery_life, 1)}
+        "state": {"device": state, "batteryLife": round(battery_life, 1)}
     }
     # Append to data list
     data.append(data_point)
@@ -39,12 +39,14 @@ for i in range(120):
         humidity += random.uniform(-0.2, 0.2)  # fluctuate humidity
         battery_life -= 0.235  # decrease battery life
         # Update status
-        if temp >= 200 and temp < 240:
-            status = "overheating"
+        if temp < 140:
+            state = "normal"
+        elif temp >= 140 and temp < 240:
+            state = "warning"
         elif temp >= 240 and temp < 300:
-            status = "failure"
+            state = "failure"
         elif temp >= 300:
-            status = "shutdown"
+            state = "shutdown"
             halt=True
 
     elif halt==True:

ml_to_nl_translation/data/datastream.json

@@ -0,0 +1,1442 @@
+[
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:15:30",
+        "readingType": "temperature",
+        "reading": 75.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 75.2 Celsius in server room as of 10:15:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:16:30",
+        "readingType": "temperature",
+        "reading": 76.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 76.7 Celsius in server room as of 10:16:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:17:30",
+        "readingType": "temperature",
+        "reading": 78.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 78.2 Celsius in server room as of 10:17:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:18:30",
+        "readingType": "temperature",
+        "reading": 79.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 79.7 Celsius in server room as of 10:18:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:19:30",
+        "readingType": "temperature",
+        "reading": 81.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 81.2 Celsius in server room as of 10:19:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:20:30",
+        "readingType": "temperature",
+        "reading": 82.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 82.7 Celsius in server room as of 10:20:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:21:30",
+        "readingType": "temperature",
+        "reading": 84.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 84.2 Celsius in server room as of 10:21:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:22:30",
+        "readingType": "temperature",
+        "reading": 85.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 85.7 Celsius in server room as of 10:22:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:23:30",
+        "readingType": "temperature",
+        "reading": 87.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 87.2 Celsius in server room as of 10:23:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:24:30",
+        "readingType": "temperature",
+        "reading": 88.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 88.7 Celsius in server room as of 10:24:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:25:30",
+        "readingType": "temperature",
+        "reading": 90.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 90.2 Celsius in server room as of 10:25:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:26:30",
+        "readingType": "temperature",
+        "reading": 91.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 91.7 Celsius in server room as of 10:26:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:27:30",
+        "readingType": "temperature",
+        "reading": 93.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 93.2 Celsius in server room as of 10:27:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:28:30",
+        "readingType": "temperature",
+        "reading": 94.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 94.7 Celsius in server room as of 10:28:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:29:30",
+        "readingType": "temperature",
+        "reading": 96.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 96.2 Celsius in server room as of 10:29:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:30:30",
+        "readingType": "temperature",
+        "reading": 97.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 97.7 Celsius in server room as of 10:30:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:31:30",
+        "readingType": "temperature",
+        "reading": 99.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 99.2 Celsius in server room as of 10:31:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:32:30",
+        "readingType": "temperature",
+        "reading": 100.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 100.7 Celsius in server room as of 10:32:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:33:30",
+        "readingType": "temperature",
+        "reading": 102.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 102.2 Celsius in server room as of 10:33:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:34:30",
+        "readingType": "temperature",
+        "reading": 103.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 103.7 Celsius in server room as of 10:34:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:35:30",
+        "readingType": "temperature",
+        "reading": 105.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 105.2 Celsius in server room as of 10:35:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:36:30",
+        "readingType": "temperature",
+        "reading": 106.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 106.7 Celsius in server room as of 10:36:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:37:30",
+        "readingType": "temperature",
+        "reading": 108.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 108.2 Celsius in server room as of 10:37:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:38:30",
+        "readingType": "temperature",
+        "reading": 109.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 109.7 Celsius in server room as of 10:38:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:39:30",
+        "readingType": "temperature",
+        "reading": 111.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 111.2 Celsius in server room as of 10:39:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:40:30",
+        "readingType": "temperature",
+        "reading": 112.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 112.7 Celsius in server room as of 10:40:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:41:30",
+        "readingType": "temperature",
+        "reading": 114.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 114.2 Celsius in server room as of 10:41:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:42:30",
+        "readingType": "temperature",
+        "reading": 115.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 115.7 Celsius in server room as of 10:42:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:43:30",
+        "readingType": "temperature",
+        "reading": 117.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 117.2 Celsius in server room as of 10:43:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:44:30",
+        "readingType": "temperature",
+        "reading": 118.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 118.7 Celsius in server room as of 10:44:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:45:30",
+        "readingType": "temperature",
+        "reading": 120.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 120.2 Celsius in server room as of 10:45:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:46:30",
+        "readingType": "temperature",
+        "reading": 121.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 121.7 Celsius in server room as of 10:46:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:47:30",
+        "readingType": "temperature",
+        "reading": 123.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 123.2 Celsius in server room as of 10:47:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:48:30",
+        "readingType": "temperature",
+        "reading": 124.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 124.7 Celsius in server room as of 10:48:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:49:30",
+        "readingType": "temperature",
+        "reading": 126.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 126.2 Celsius in server room as of 10:49:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:50:30",
+        "readingType": "temperature",
+        "reading": 127.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 127.7 Celsius in server room as of 10:50:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:51:30",
+        "readingType": "temperature",
+        "reading": 129.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 129.2 Celsius in server room as of 10:51:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:52:30",
+        "readingType": "temperature",
+        "reading": 130.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 130.7 Celsius in server room as of 10:52:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:53:30",
+        "readingType": "temperature",
+        "reading": 132.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 132.2 Celsius in server room as of 10:53:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:54:30",
+        "readingType": "temperature",
+        "reading": 133.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 133.7 Celsius in server room as of 10:54:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:55:30",
+        "readingType": "temperature",
+        "reading": 135.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 135.2 Celsius in server room as of 10:55:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:56:30",
+        "readingType": "temperature",
+        "reading": 136.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 136.7 Celsius in server room as of 10:56:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:57:30",
+        "readingType": "temperature",
+        "reading": 138.2,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 138.2 Celsius in server room as of 10:57:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:58:30",
+        "readingType": "temperature",
+        "reading": 139.7,
+        "readingUnit": "Celsius",
+        "state": "normal",
+        "message": "The sensor with ID TS110-112 is normal and is currently measuring temperature at 139.7 Celsius in server room as of 10:58:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "10:59:30",
+        "readingType": "temperature",
+        "reading": 141.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 141.2 Celsius in server room as of 10:59:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:00:30",
+        "readingType": "temperature",
+        "reading": 142.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 142.7 Celsius in server room as of 11:00:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:01:30",
+        "readingType": "temperature",
+        "reading": 144.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 144.2 Celsius in server room as of 11:01:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:02:30",
+        "readingType": "temperature",
+        "reading": 145.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 145.7 Celsius in server room as of 11:02:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:03:30",
+        "readingType": "temperature",
+        "reading": 147.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 147.2 Celsius in server room as of 11:03:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:04:30",
+        "readingType": "temperature",
+        "reading": 148.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 148.7 Celsius in server room as of 11:04:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:05:30",
+        "readingType": "temperature",
+        "reading": 150.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 150.2 Celsius in server room as of 11:05:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:06:30",
+        "readingType": "temperature",
+        "reading": 151.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 151.7 Celsius in server room as of 11:06:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:07:30",
+        "readingType": "temperature",
+        "reading": 153.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 153.2 Celsius in server room as of 11:07:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:08:30",
+        "readingType": "temperature",
+        "reading": 154.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 154.7 Celsius in server room as of 11:08:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:09:30",
+        "readingType": "temperature",
+        "reading": 156.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 156.2 Celsius in server room as of 11:09:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:10:30",
+        "readingType": "temperature",
+        "reading": 157.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 157.7 Celsius in server room as of 11:10:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:11:30",
+        "readingType": "temperature",
+        "reading": 159.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 159.2 Celsius in server room as of 11:11:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:12:30",
+        "readingType": "temperature",
+        "reading": 160.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 160.7 Celsius in server room as of 11:12:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:13:30",
+        "readingType": "temperature",
+        "reading": 162.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 162.2 Celsius in server room as of 11:13:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:14:30",
+        "readingType": "temperature",
+        "reading": 163.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 163.7 Celsius in server room as of 11:14:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:15:30",
+        "readingType": "temperature",
+        "reading": 165.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 165.2 Celsius in server room as of 11:15:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:16:30",
+        "readingType": "temperature",
+        "reading": 168.1,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 168.1 Celsius in server room as of 11:16:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:17:30",
+        "readingType": "temperature",
+        "reading": 171.0,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 171.0 Celsius in server room as of 11:17:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:18:30",
+        "readingType": "temperature",
+        "reading": 173.9,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 173.9 Celsius in server room as of 11:18:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:19:30",
+        "readingType": "temperature",
+        "reading": 176.8,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 176.8 Celsius in server room as of 11:19:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:20:30",
+        "readingType": "temperature",
+        "reading": 179.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 179.7 Celsius in server room as of 11:20:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:21:30",
+        "readingType": "temperature",
+        "reading": 182.6,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 182.6 Celsius in server room as of 11:21:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:22:30",
+        "readingType": "temperature",
+        "reading": 185.5,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 185.5 Celsius in server room as of 11:22:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:23:30",
+        "readingType": "temperature",
+        "reading": 188.4,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 188.4 Celsius in server room as of 11:23:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:24:30",
+        "readingType": "temperature",
+        "reading": 191.3,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 191.3 Celsius in server room as of 11:24:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:25:30",
+        "readingType": "temperature",
+        "reading": 194.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 194.2 Celsius in server room as of 11:25:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:26:30",
+        "readingType": "temperature",
+        "reading": 197.1,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 197.1 Celsius in server room as of 11:26:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:27:30",
+        "readingType": "temperature",
+        "reading": 200.0,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 200.0 Celsius in server room as of 11:27:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:28:30",
+        "readingType": "temperature",
+        "reading": 202.9,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 202.9 Celsius in server room as of 11:28:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:29:30",
+        "readingType": "temperature",
+        "reading": 205.8,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 205.8 Celsius in server room as of 11:29:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:30:30",
+        "readingType": "temperature",
+        "reading": 208.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 208.7 Celsius in server room as of 11:30:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:31:30",
+        "readingType": "temperature",
+        "reading": 211.6,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 211.6 Celsius in server room as of 11:31:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:32:30",
+        "readingType": "temperature",
+        "reading": 214.5,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 214.5 Celsius in server room as of 11:32:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:33:30",
+        "readingType": "temperature",
+        "reading": 217.4,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 217.4 Celsius in server room as of 11:33:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:34:30",
+        "readingType": "temperature",
+        "reading": 220.3,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 220.3 Celsius in server room as of 11:34:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:35:30",
+        "readingType": "temperature",
+        "reading": 223.2,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 223.2 Celsius in server room as of 11:35:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:36:30",
+        "readingType": "temperature",
+        "reading": 226.1,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 226.1 Celsius in server room as of 11:36:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:37:30",
+        "readingType": "temperature",
+        "reading": 229.0,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 229.0 Celsius in server room as of 11:37:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:38:30",
+        "readingType": "temperature",
+        "reading": 231.9,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 231.9 Celsius in server room as of 11:38:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:39:30",
+        "readingType": "temperature",
+        "reading": 234.8,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 234.8 Celsius in server room as of 11:39:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:40:30",
+        "readingType": "temperature",
+        "reading": 237.7,
+        "readingUnit": "Celsius",
+        "state": "warning",
+        "message": "The sensor with ID TS110-112 is warning and is currently measuring temperature at 237.7 Celsius in server room as of 11:40:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:41:30",
+        "readingType": "temperature",
+        "reading": 240.6,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 240.6 Celsius in server room as of 11:41:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:42:30",
+        "readingType": "temperature",
+        "reading": 243.5,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 243.5 Celsius in server room as of 11:42:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:43:30",
+        "readingType": "temperature",
+        "reading": 246.4,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 246.4 Celsius in server room as of 11:43:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:44:30",
+        "readingType": "temperature",
+        "reading": 249.3,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 249.3 Celsius in server room as of 11:44:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:45:30",
+        "readingType": "temperature",
+        "reading": 252.2,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 252.2 Celsius in server room as of 11:45:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:46:30",
+        "readingType": "temperature",
+        "reading": 255.1,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 255.1 Celsius in server room as of 11:46:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:47:30",
+        "readingType": "temperature",
+        "reading": 258.0,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 258.0 Celsius in server room as of 11:47:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:48:30",
+        "readingType": "temperature",
+        "reading": 260.9,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 260.9 Celsius in server room as of 11:48:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:49:30",
+        "readingType": "temperature",
+        "reading": 263.8,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 263.8 Celsius in server room as of 11:49:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:50:30",
+        "readingType": "temperature",
+        "reading": 266.7,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 266.7 Celsius in server room as of 11:50:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:51:30",
+        "readingType": "temperature",
+        "reading": 269.6,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 269.6 Celsius in server room as of 11:51:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:52:30",
+        "readingType": "temperature",
+        "reading": 272.5,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 272.5 Celsius in server room as of 11:52:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:53:30",
+        "readingType": "temperature",
+        "reading": 275.4,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 275.4 Celsius in server room as of 11:53:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:54:30",
+        "readingType": "temperature",
+        "reading": 278.3,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 278.3 Celsius in server room as of 11:54:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:55:30",
+        "readingType": "temperature",
+        "reading": 281.2,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 281.2 Celsius in server room as of 11:55:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:56:30",
+        "readingType": "temperature",
+        "reading": 284.1,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 284.1 Celsius in server room as of 11:56:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:57:30",
+        "readingType": "temperature",
+        "reading": 287.0,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 287.0 Celsius in server room as of 11:57:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:58:30",
+        "readingType": "temperature",
+        "reading": 289.9,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 289.9 Celsius in server room as of 11:58:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "11:59:30",
+        "readingType": "temperature",
+        "reading": 292.8,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 292.8 Celsius in server room as of 11:59:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:00:30",
+        "readingType": "temperature",
+        "reading": 295.7,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 295.7 Celsius in server room as of 12:00:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:01:30",
+        "readingType": "temperature",
+        "reading": 298.6,
+        "readingUnit": "Celsius",
+        "state": "failure",
+        "message": "The sensor with ID TS110-112 is failure and is currently measuring temperature at 298.6 Celsius in server room as of 12:01:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:02:30",
+        "readingType": "temperature",
+        "reading": 301.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 301.5 Celsius in server room as of 12:02:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:03:30",
+        "readingType": "temperature",
+        "reading": 297.0,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 297.0 Celsius in server room as of 12:03:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:04:30",
+        "readingType": "temperature",
+        "reading": 292.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 292.5 Celsius in server room as of 12:04:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:05:30",
+        "readingType": "temperature",
+        "reading": 288.0,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 288.0 Celsius in server room as of 12:05:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:06:30",
+        "readingType": "temperature",
+        "reading": 283.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 283.5 Celsius in server room as of 12:06:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:07:30",
+        "readingType": "temperature",
+        "reading": 279.0,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 279.0 Celsius in server room as of 12:07:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:08:30",
+        "readingType": "temperature",
+        "reading": 274.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 274.5 Celsius in server room as of 12:08:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:09:30",
+        "readingType": "temperature",
+        "reading": 270.0,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 270.0 Celsius in server room as of 12:09:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:10:30",
+        "readingType": "temperature",
+        "reading": 265.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 265.5 Celsius in server room as of 12:10:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:11:30",
+        "readingType": "temperature",
+        "reading": 261.0,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 261.0 Celsius in server room as of 12:11:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:12:30",
+        "readingType": "temperature",
+        "reading": 256.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 256.5 Celsius in server room as of 12:12:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:13:30",
+        "readingType": "temperature",
+        "reading": 252.0,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 252.0 Celsius in server room as of 12:13:30."
+    },
+    {
+        "sensor": {
+            "sensorId": "TS110-112",
+            "location": "server room"
+        },
+        "timestamp": "12:14:30",
+        "readingType": "temperature",
+        "reading": 247.5,
+        "readingUnit": "Celsius",
+        "state": "shutdown",
+        "message": "The sensor with ID TS110-112 is shutdown and is currently measuring temperature at 247.5 Celsius in server room as of 12:14:30."
+    }
+]

ml_to_nl_translation/data/temperature_sensor_data.json

@@ -15,7 +15,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 85
         }
@@ -36,7 +36,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 84.8
         }
@@ -49,7 +49,7 @@
         "timeStamp": "2023-07-18T10:17:30Z",
         "readings": {
             "temperature": 78.2,
-            "humidity": 39.9,
+            "humidity": 40.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -57,7 +57,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 84.5
         }
@@ -78,7 +78,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 84.3
         }
@@ -91,7 +91,7 @@
         "timeStamp": "2023-07-18T10:19:30Z",
         "readings": {
             "temperature": 81.2,
-            "humidity": 40.0,
+            "humidity": 40.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -99,7 +99,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 84.1
         }
@@ -112,7 +112,7 @@
         "timeStamp": "2023-07-18T10:20:30Z",
         "readings": {
             "temperature": 82.7,
-            "humidity": 40.2,
+            "humidity": 40.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -120,7 +120,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 83.8
         }
@@ -133,7 +133,7 @@
         "timeStamp": "2023-07-18T10:21:30Z",
         "readings": {
             "temperature": 84.2,
-            "humidity": 40.0,
+            "humidity": 40.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -141,7 +141,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 83.6
         }
@@ -154,7 +154,7 @@
         "timeStamp": "2023-07-18T10:22:30Z",
         "readings": {
             "temperature": 85.7,
-            "humidity": 40.2,
+            "humidity": 40.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -162,7 +162,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 83.4
         }
@@ -175,7 +175,7 @@
         "timeStamp": "2023-07-18T10:23:30Z",
         "readings": {
             "temperature": 87.2,
-            "humidity": 40.3,
+            "humidity": 40.5,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -183,7 +183,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 83.1
         }
@@ -196,7 +196,7 @@
         "timeStamp": "2023-07-18T10:24:30Z",
         "readings": {
             "temperature": 88.7,
-            "humidity": 40.5,
+            "humidity": 40.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -204,7 +204,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 82.9
         }
@@ -217,7 +217,7 @@
         "timeStamp": "2023-07-18T10:25:30Z",
         "readings": {
             "temperature": 90.2,
-            "humidity": 40.7,
+            "humidity": 40.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -225,7 +225,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 82.7
         }
@@ -238,7 +238,7 @@
         "timeStamp": "2023-07-18T10:26:30Z",
         "readings": {
             "temperature": 91.7,
-            "humidity": 40.7,
+            "humidity": 40.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -246,7 +246,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 82.4
         }
@@ -259,7 +259,7 @@
         "timeStamp": "2023-07-18T10:27:30Z",
         "readings": {
             "temperature": 93.2,
-            "humidity": 40.7,
+            "humidity": 40.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -267,7 +267,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 82.2
         }
@@ -280,7 +280,7 @@
         "timeStamp": "2023-07-18T10:28:30Z",
         "readings": {
             "temperature": 94.7,
-            "humidity": 40.6,
+            "humidity": 40.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -288,7 +288,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 81.9
         }
@@ -301,7 +301,7 @@
         "timeStamp": "2023-07-18T10:29:30Z",
         "readings": {
             "temperature": 96.2,
-            "humidity": 40.7,
+            "humidity": 40.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -309,7 +309,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 81.7
         }
@@ -322,7 +322,7 @@
         "timeStamp": "2023-07-18T10:30:30Z",
         "readings": {
             "temperature": 97.7,
-            "humidity": 40.8,
+            "humidity": 40.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -330,7 +330,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 81.5
         }
@@ -343,7 +343,7 @@
         "timeStamp": "2023-07-18T10:31:30Z",
         "readings": {
             "temperature": 99.2,
-            "humidity": 40.8,
+            "humidity": 40.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -351,7 +351,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 81.2
         }
@@ -364,7 +364,7 @@
         "timeStamp": "2023-07-18T10:32:30Z",
         "readings": {
             "temperature": 100.7,
-            "humidity": 40.8,
+            "humidity": 40.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -372,7 +372,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 81.0
         }
@@ -385,7 +385,7 @@
         "timeStamp": "2023-07-18T10:33:30Z",
         "readings": {
             "temperature": 102.2,
-            "humidity": 40.7,
+            "humidity": 40.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -393,7 +393,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 80.8
         }
@@ -406,7 +406,7 @@
         "timeStamp": "2023-07-18T10:34:30Z",
         "readings": {
             "temperature": 103.7,
-            "humidity": 40.7,
+            "humidity": 40.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -414,7 +414,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 80.5
         }
@@ -427,7 +427,7 @@
         "timeStamp": "2023-07-18T10:35:30Z",
         "readings": {
             "temperature": 105.2,
-            "humidity": 40.7,
+            "humidity": 40.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -435,7 +435,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 80.3
         }
@@ -448,7 +448,7 @@
         "timeStamp": "2023-07-18T10:36:30Z",
         "readings": {
             "temperature": 106.7,
-            "humidity": 40.7,
+            "humidity": 40.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -456,7 +456,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 80.1
         }
@@ -469,7 +469,7 @@
         "timeStamp": "2023-07-18T10:37:30Z",
         "readings": {
             "temperature": 108.2,
-            "humidity": 40.9,
+            "humidity": 40.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -477,7 +477,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 79.8
         }
@@ -490,7 +490,7 @@
         "timeStamp": "2023-07-18T10:38:30Z",
         "readings": {
             "temperature": 109.7,
-            "humidity": 40.7,
+            "humidity": 40.4,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -498,7 +498,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 79.6
         }
@@ -511,7 +511,7 @@
         "timeStamp": "2023-07-18T10:39:30Z",
         "readings": {
             "temperature": 111.2,
-            "humidity": 40.6,
+            "humidity": 40.5,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -519,7 +519,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 79.4
         }
@@ -532,7 +532,7 @@
         "timeStamp": "2023-07-18T10:40:30Z",
         "readings": {
             "temperature": 112.7,
-            "humidity": 40.7,
+            "humidity": 40.6,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -540,7 +540,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 79.1
         }
@@ -553,7 +553,7 @@
         "timeStamp": "2023-07-18T10:41:30Z",
         "readings": {
             "temperature": 114.2,
-            "humidity": 40.8,
+            "humidity": 40.5,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -561,7 +561,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 78.9
         }
@@ -574,7 +574,7 @@
         "timeStamp": "2023-07-18T10:42:30Z",
         "readings": {
             "temperature": 115.7,
-            "humidity": 40.8,
+            "humidity": 40.7,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -582,7 +582,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 78.7
         }
@@ -595,7 +595,7 @@
         "timeStamp": "2023-07-18T10:43:30Z",
         "readings": {
             "temperature": 117.2,
-            "humidity": 40.8,
+            "humidity": 40.7,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -603,7 +603,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 78.4
         }
@@ -616,7 +616,7 @@
         "timeStamp": "2023-07-18T10:44:30Z",
         "readings": {
             "temperature": 118.7,
-            "humidity": 40.8,
+            "humidity": 40.7,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -624,7 +624,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 78.2
         }
@@ -637,7 +637,7 @@
         "timeStamp": "2023-07-18T10:45:30Z",
         "readings": {
             "temperature": 120.2,
-            "humidity": 41.0,
+            "humidity": 40.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -645,7 +645,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 78.0
         }
@@ -666,7 +666,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 77.7
         }
@@ -679,7 +679,7 @@
         "timeStamp": "2023-07-18T10:47:30Z",
         "readings": {
             "temperature": 123.2,
-            "humidity": 41.0,
+            "humidity": 41.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -687,7 +687,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 77.5
         }
@@ -700,7 +700,7 @@
         "timeStamp": "2023-07-18T10:48:30Z",
         "readings": {
             "temperature": 124.7,
-            "humidity": 40.9,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -708,7 +708,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 77.2
         }
@@ -721,7 +721,7 @@
         "timeStamp": "2023-07-18T10:49:30Z",
         "readings": {
             "temperature": 126.2,
-            "humidity": 41.1,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -729,7 +729,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 77.0
         }
@@ -742,7 +742,7 @@
         "timeStamp": "2023-07-18T10:50:30Z",
         "readings": {
             "temperature": 127.7,
-            "humidity": 41.0,
+            "humidity": 40.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -750,7 +750,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 76.8
         }
@@ -763,7 +763,7 @@
         "timeStamp": "2023-07-18T10:51:30Z",
         "readings": {
             "temperature": 129.2,
-            "humidity": 41.1,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -771,7 +771,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 76.5
         }
@@ -792,7 +792,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 76.3
         }
@@ -813,7 +813,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 76.1
         }
@@ -826,7 +826,7 @@
         "timeStamp": "2023-07-18T10:54:30Z",
         "readings": {
             "temperature": 133.7,
-            "humidity": 41.3,
+            "humidity": 41.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -834,7 +834,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 75.8
         }
@@ -847,7 +847,7 @@
         "timeStamp": "2023-07-18T10:55:30Z",
         "readings": {
             "temperature": 135.2,
-            "humidity": 41.3,
+            "humidity": 41.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -855,7 +855,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 75.6
         }
@@ -868,7 +868,7 @@
         "timeStamp": "2023-07-18T10:56:30Z",
         "readings": {
             "temperature": 136.7,
-            "humidity": 41.3,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -876,7 +876,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 75.4
         }
@@ -889,7 +889,7 @@
         "timeStamp": "2023-07-18T10:57:30Z",
         "readings": {
             "temperature": 138.2,
-            "humidity": 41.4,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -897,7 +897,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 75.1
         }
@@ -910,7 +910,7 @@
         "timeStamp": "2023-07-18T10:58:30Z",
         "readings": {
             "temperature": 139.7,
-            "humidity": 41.4,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -918,7 +918,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "normal",
             "batteryLife": 74.9
         }
@@ -931,7 +931,7 @@
         "timeStamp": "2023-07-18T10:59:30Z",
         "readings": {
             "temperature": 141.2,
-            "humidity": 41.4,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -939,8 +939,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 74.7
         }
     },
@@ -952,7 +952,7 @@
         "timeStamp": "2023-07-18T11:00:30Z",
         "readings": {
             "temperature": 142.7,
-            "humidity": 41.5,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -960,8 +960,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 74.4
         }
     },
@@ -973,7 +973,7 @@
         "timeStamp": "2023-07-18T11:01:30Z",
         "readings": {
             "temperature": 144.2,
-            "humidity": 41.6,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -981,8 +981,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 74.2
         }
     },
@@ -994,7 +994,7 @@
         "timeStamp": "2023-07-18T11:02:30Z",
         "readings": {
             "temperature": 145.7,
-            "humidity": 41.6,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1002,8 +1002,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 74.0
         }
     },
@@ -1015,7 +1015,7 @@
         "timeStamp": "2023-07-18T11:03:30Z",
         "readings": {
             "temperature": 147.2,
-            "humidity": 41.5,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1023,8 +1023,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 73.7
         }
     },
@@ -1036,7 +1036,7 @@
         "timeStamp": "2023-07-18T11:04:30Z",
         "readings": {
             "temperature": 148.7,
-            "humidity": 41.4,
+            "humidity": 40.6,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1044,8 +1044,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 73.5
         }
     },
@@ -1057,7 +1057,7 @@
         "timeStamp": "2023-07-18T11:05:30Z",
         "readings": {
             "temperature": 150.2,
-            "humidity": 41.2,
+            "humidity": 40.6,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1065,8 +1065,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 73.3
         }
     },
@@ -1078,7 +1078,7 @@
         "timeStamp": "2023-07-18T11:06:30Z",
         "readings": {
             "temperature": 151.7,
-            "humidity": 41.3,
+            "humidity": 40.4,
             "pressure": 1013,
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                 "temperature": "Celsius",
@@ -1086,8 +1086,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 73.0
         }
     },
@@ -1099,7 +1099,7 @@
         "timeStamp": "2023-07-18T11:07:30Z",
         "readings": {
             "temperature": 153.2,
-            "humidity": 41.4,
+            "humidity": 40.5,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1107,8 +1107,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 72.8
         }
     },
@@ -1120,7 +1120,7 @@
         "timeStamp": "2023-07-18T11:08:30Z",
         "readings": {
             "temperature": 154.7,
-            "humidity": 41.4,
+            "humidity": 40.5,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1128,8 +1128,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 72.5
         }
     },
@@ -1141,7 +1141,7 @@
         "timeStamp": "2023-07-18T11:09:30Z",
         "readings": {
             "temperature": 156.2,
-            "humidity": 41.3,
+            "humidity": 40.7,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1149,8 +1149,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 72.3
         }
     },
@@ -1162,7 +1162,7 @@
         "timeStamp": "2023-07-18T11:10:30Z",
         "readings": {
             "temperature": 157.7,
-            "humidity": 41.2,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1170,8 +1170,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 72.1
         }
     },
@@ -1183,7 +1183,7 @@
         "timeStamp": "2023-07-18T11:11:30Z",
         "readings": {
             "temperature": 159.2,
-            "humidity": 41.3,
+            "humidity": 40.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1191,8 +1191,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 71.8
         }
     },
@@ -1204,7 +1204,7 @@
         "timeStamp": "2023-07-18T11:12:30Z",
         "readings": {
             "temperature": 160.7,
-            "humidity": 41.4,
+            "humidity": 40.7,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1212,8 +1212,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 71.6
         }
     },
@@ -1225,7 +1225,7 @@
         "timeStamp": "2023-07-18T11:13:30Z",
         "readings": {
             "temperature": 162.2,
-            "humidity": 41.5,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1233,8 +1233,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 71.4
         }
     },
@@ -1246,7 +1246,7 @@
         "timeStamp": "2023-07-18T11:14:30Z",
         "readings": {
             "temperature": 163.7,
-            "humidity": 41.5,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1254,8 +1254,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 71.1
         }
     },
@@ -1267,7 +1267,7 @@
         "timeStamp": "2023-07-18T11:15:30Z",
         "readings": {
             "temperature": 165.2,
-            "humidity": 41.5,
+            "humidity": 41.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1275,8 +1275,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 70.9
         }
     },
@@ -1288,7 +1288,7 @@
         "timeStamp": "2023-07-18T11:16:30Z",
         "readings": {
             "temperature": 168.1,
-            "humidity": 41.4,
+            "humidity": 41.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1296,8 +1296,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 70.7
         }
     },
@@ -1309,7 +1309,7 @@
         "timeStamp": "2023-07-18T11:17:30Z",
         "readings": {
             "temperature": 171.0,
-            "humidity": 41.4,
+            "humidity": 41.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1317,8 +1317,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 70.4
         }
     },
@@ -1330,7 +1330,7 @@
         "timeStamp": "2023-07-18T11:18:30Z",
         "readings": {
             "temperature": 173.9,
-            "humidity": 41.5,
+            "humidity": 41.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1338,8 +1338,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 70.2
         }
     },
@@ -1359,8 +1359,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 70.0
         }
     },
@@ -1372,7 +1372,7 @@
         "timeStamp": "2023-07-18T11:20:30Z",
         "readings": {
             "temperature": 179.7,
-            "humidity": 41.5,
+            "humidity": 41.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1380,8 +1380,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 69.7
         }
     },
@@ -1393,7 +1393,7 @@
         "timeStamp": "2023-07-18T11:21:30Z",
         "readings": {
             "temperature": 182.6,
-            "humidity": 41.4,
+            "humidity": 41.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1401,8 +1401,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 69.5
         }
     },
@@ -1414,7 +1414,7 @@
         "timeStamp": "2023-07-18T11:22:30Z",
         "readings": {
             "temperature": 185.5,
-            "humidity": 41.2,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1422,8 +1422,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 69.3
         }
     },
@@ -1435,7 +1435,7 @@
         "timeStamp": "2023-07-18T11:23:30Z",
         "readings": {
             "temperature": 188.4,
-            "humidity": 41.2,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1443,8 +1443,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 69.0
         }
     },
@@ -1456,7 +1456,7 @@
         "timeStamp": "2023-07-18T11:24:30Z",
         "readings": {
             "temperature": 191.3,
-            "humidity": 41.2,
+            "humidity": 40.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1464,8 +1464,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 68.8
         }
     },
@@ -1477,7 +1477,7 @@
         "timeStamp": "2023-07-18T11:25:30Z",
         "readings": {
             "temperature": 194.2,
-            "humidity": 41.4,
+            "humidity": 40.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1485,8 +1485,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 68.6
         }
     },
@@ -1498,7 +1498,7 @@
         "timeStamp": "2023-07-18T11:26:30Z",
         "readings": {
             "temperature": 197.1,
-            "humidity": 41.3,
+            "humidity": 40.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1506,8 +1506,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "normal",
+        "state": {
+            "device": "warning",
             "batteryLife": 68.3
         }
     },
@@ -1519,7 +1519,7 @@
         "timeStamp": "2023-07-18T11:27:30Z",
         "readings": {
             "temperature": 200.0,
-            "humidity": 41.3,
+            "humidity": 41.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1527,8 +1527,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 68.1
         }
     },
@@ -1540,7 +1540,7 @@
         "timeStamp": "2023-07-18T11:28:30Z",
         "readings": {
             "temperature": 202.9,
-            "humidity": 41.3,
+            "humidity": 41.2,
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             "units": {
                 "temperature": "Celsius",
@@ -1548,8 +1548,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 67.8
         }
     },
@@ -1561,7 +1561,7 @@
         "timeStamp": "2023-07-18T11:29:30Z",
         "readings": {
             "temperature": 205.8,
-            "humidity": 41.2,
+            "humidity": 41.4,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1569,8 +1569,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 67.6
         }
     },
@@ -1590,8 +1590,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 67.4
         }
     },
@@ -1603,7 +1603,7 @@
         "timeStamp": "2023-07-18T11:31:30Z",
         "readings": {
             "temperature": 211.6,
-            "humidity": 41.1,
+            "humidity": 41.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1611,8 +1611,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 67.1
         }
     },
@@ -1624,7 +1624,7 @@
         "timeStamp": "2023-07-18T11:32:30Z",
         "readings": {
             "temperature": 214.5,
-            "humidity": 41.1,
+            "humidity": 41.4,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1632,8 +1632,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 66.9
         }
     },
@@ -1653,8 +1653,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 66.7
         }
     },
@@ -1666,7 +1666,7 @@
         "timeStamp": "2023-07-18T11:34:30Z",
         "readings": {
             "temperature": 220.3,
-            "humidity": 41.1,
+            "humidity": 41.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1674,8 +1674,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 66.4
         }
     },
@@ -1687,7 +1687,7 @@
         "timeStamp": "2023-07-18T11:35:30Z",
         "readings": {
             "temperature": 223.2,
-            "humidity": 41.1,
+            "humidity": 41.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1695,8 +1695,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 66.2
         }
     },
@@ -1708,7 +1708,7 @@
         "timeStamp": "2023-07-18T11:36:30Z",
         "readings": {
             "temperature": 226.1,
-            "humidity": 41.1,
+            "humidity": 41.4,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1716,8 +1716,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 66.0
         }
     },
@@ -1729,7 +1729,7 @@
         "timeStamp": "2023-07-18T11:37:30Z",
         "readings": {
             "temperature": 229.0,
-            "humidity": 41.2,
+            "humidity": 41.5,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1737,8 +1737,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 65.7
         }
     },
@@ -1750,7 +1750,7 @@
         "timeStamp": "2023-07-18T11:38:30Z",
         "readings": {
             "temperature": 231.9,
-            "humidity": 41.4,
+            "humidity": 41.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1758,8 +1758,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 65.5
         }
     },
@@ -1771,7 +1771,7 @@
         "timeStamp": "2023-07-18T11:39:30Z",
         "readings": {
             "temperature": 234.8,
-            "humidity": 41.5,
+            "humidity": 41.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1779,8 +1779,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 65.3
         }
     },
@@ -1792,7 +1792,7 @@
         "timeStamp": "2023-07-18T11:40:30Z",
         "readings": {
             "temperature": 237.7,
-            "humidity": 41.5,
+            "humidity": 41.1,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1800,8 +1800,8 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
-            "device": "overheating",
+        "state": {
+            "device": "warning",
             "batteryLife": 65.0
         }
     },
@@ -1813,7 +1813,7 @@
         "timeStamp": "2023-07-18T11:41:30Z",
         "readings": {
             "temperature": 240.6,
-            "humidity": 41.4,
+            "humidity": 41.3,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1821,7 +1821,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 64.8
         }
@@ -1834,7 +1834,7 @@
         "timeStamp": "2023-07-18T11:42:30Z",
         "readings": {
             "temperature": 243.5,
-            "humidity": 41.5,
+            "humidity": 41.4,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1842,7 +1842,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 64.6
         }
@@ -1863,7 +1863,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 64.3
         }
@@ -1884,7 +1884,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 64.1
         }
@@ -1905,7 +1905,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 63.9
         }
@@ -1918,7 +1918,7 @@
         "timeStamp": "2023-07-18T11:46:30Z",
         "readings": {
             "temperature": 255.1,
-            "humidity": 41.7,
+            "humidity": 41.6,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1926,7 +1926,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 63.6
         }
@@ -1939,7 +1939,7 @@
         "timeStamp": "2023-07-18T11:47:30Z",
         "readings": {
             "temperature": 258.0,
-            "humidity": 41.6,
+            "humidity": 41.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1947,7 +1947,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 63.4
         }
@@ -1960,7 +1960,7 @@
         "timeStamp": "2023-07-18T11:48:30Z",
         "readings": {
             "temperature": 260.9,
-            "humidity": 41.7,
+            "humidity": 41.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -1968,7 +1968,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 63.1
         }
@@ -1989,7 +1989,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 62.9
         }
@@ -2002,7 +2002,7 @@
         "timeStamp": "2023-07-18T11:50:30Z",
         "readings": {
             "temperature": 266.7,
-            "humidity": 42.0,
+            "humidity": 41.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2010,7 +2010,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 62.7
         }
@@ -2031,7 +2031,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 62.4
         }
@@ -2044,7 +2044,7 @@
         "timeStamp": "2023-07-18T11:52:30Z",
         "readings": {
             "temperature": 272.5,
-            "humidity": 42.1,
+            "humidity": 42.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2052,7 +2052,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 62.2
         }
@@ -2065,7 +2065,7 @@
         "timeStamp": "2023-07-18T11:53:30Z",
         "readings": {
             "temperature": 275.4,
-            "humidity": 42.0,
+            "humidity": 41.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2073,7 +2073,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 62.0
         }
@@ -2086,7 +2086,7 @@
         "timeStamp": "2023-07-18T11:54:30Z",
         "readings": {
             "temperature": 278.3,
-            "humidity": 41.9,
+            "humidity": 42.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2094,7 +2094,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 61.7
         }
@@ -2107,7 +2107,7 @@
         "timeStamp": "2023-07-18T11:55:30Z",
         "readings": {
             "temperature": 281.2,
-            "humidity": 41.7,
+            "humidity": 42.2,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2115,7 +2115,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 61.5
         }
@@ -2128,7 +2128,7 @@
         "timeStamp": "2023-07-18T11:56:30Z",
         "readings": {
             "temperature": 284.1,
-            "humidity": 41.8,
+            "humidity": 42.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2136,7 +2136,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 61.3
         }
@@ -2157,7 +2157,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 61.0
         }
@@ -2178,7 +2178,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 60.8
         }
@@ -2191,7 +2191,7 @@
         "timeStamp": "2023-07-18T11:59:30Z",
         "readings": {
             "temperature": 292.8,
-            "humidity": 42.1,
+            "humidity": 41.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2199,7 +2199,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 60.6
         }
@@ -2212,7 +2212,7 @@
         "timeStamp": "2023-07-18T12:00:30Z",
         "readings": {
             "temperature": 295.7,
-            "humidity": 42.3,
+            "humidity": 41.8,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2220,7 +2220,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 60.3
         }
@@ -2233,7 +2233,7 @@
         "timeStamp": "2023-07-18T12:01:30Z",
         "readings": {
             "temperature": 298.6,
-            "humidity": 42.3,
+            "humidity": 41.9,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2241,7 +2241,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "failure",
             "batteryLife": 60.1
         }
@@ -2254,7 +2254,7 @@
         "timeStamp": "2023-07-18T12:02:30Z",
         "readings": {
             "temperature": 301.5,
-            "humidity": 42.3,
+            "humidity": 42.0,
             "pressure": 1013,
             "units": {
                 "temperature": "Celsius",
@@ -2262,7 +2262,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 59.9
         }
@@ -2283,7 +2283,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2304,7 +2304,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2325,7 +2325,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2346,7 +2346,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2367,7 +2367,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2388,7 +2388,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2409,7 +2409,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2430,7 +2430,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2451,7 +2451,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2472,7 +2472,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2493,7 +2493,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }
@@ -2514,7 +2514,7 @@
                 "pressure": "hPa"
             }
         },
-        "status": {
+        "state": {
             "device": "shutdown",
             "batteryLife": 0
         }

ml_to_nl_translation/translation.py

@@ -8,6 +8,8 @@ from sklearn.metrics import classification_report, PrecisionRecallDisplay
 from collections import Counter
 from nltk.corpus import wordnet
 from nltk.tokenize import word_tokenize
+from utilities import api_keys
+openai.api_key = api_keys.APIKeys().get_key('OPENAI_API_KEY')
 
 # Set embedding model parameters
 pd.set_option('display.max_rows', None)
@@ -15,80 +17,163 @@ pd.set_option('display.max_columns', None)
 pd.set_option('display.width', None)
 pd.set_option('display.max_colwidth', None)
 
-
 embedding_model = "text-embedding-ada-002"
 embedding_encoding = "cl100k_base"  
 max_tokens = 8000  
 input_datapath = "ml_to_nl_translation/data/temperature_sensor_data.json"
-output_theme_path = "data/datastream.json"
+output_path = "ml_to_nl_translation/data/datastream.json"
+dataStreams = [] 
+sensorId = "Undefined"
+MEASUREMENT_DEFAULT= "temperature"
+minDf=pd.DataFrame()
+df=pd.DataFrame()
+prototype = ""
+json_data=""
 
 class DataStream:
-    def __init__(self, sensorId, location, timestamp, temperature, temperatureUnits, humidity, humidityUnits, pressure, pressureUnits, state, batteryLife):
+    def __init__(self, message, sensorId, location, timestamp, reading, readingType, readingUnit,state):
+        self.message= message
+        self.readingType = readingType
         self.sensor = {
             'sensorId':sensorId,
             'location':location
         }
         self.timestamp = timestamp
-        self.data = [
-            { 'measurement': 'temperature', 'value': temperature, 'units': temperatureUnits }, 
-            { 'measurement': 'humidity', 'value': humidity, 'units': humidityUnits },
-            { 'measurement': 'pressure', 'value': pressure, 'units': pressureUnits }
-        ]
-        self.state=state
-        self.batteryLife=batteryLife
+        self.reading= reading
+        self.readingUnit= readingUnit
+        self.state=state  
 
     def to_dict(self):
         return {
             'sensor': self.sensor,
             'timestamp': self.timestamp,
-            'data': self.data,
+            'readingType': self.readingType,
+            'reading': self.reading,
+            'readingUnit': self.readingUnit,
             'state': self.state,
-            'batteryLife': self.batteryLife
-        }
+            'message':self.message
+        }    
 
-class DataStreamDSF:
-    def __init__(self, **args):
-        self.sensor = {
-            'sensorId': args["sensorId"],
-            'location': args["location"]
-        }
-        self.timestamp = args["timeStamp"]
-        self.data = [
-            {'measurement': 'temperature', 'value': args["data"]["temperature"], 'units': args["data"]["units"]["temperature"]},
-            {'measurement': 'humidity', 'value': args["data"]["humidity"], 'units': args["data"]["units"]["humidity"]},
-            {'measurement': 'pressure', 'value': args["data"]["pressure"], 'units': args["data"]["units"]["pressure"]}
-        ]
-        self.state = args["status"].get("state", "unknown")  # If state is missing, set it to "unknown"
-        self.batteryLife = args["status"]["batteryLife"]
 
-    def to_dict(self):
-        return {
-            'sensor': self.sensor,
-            'timestamp': self.timestamp,
-            'data': self.data,
-            'state': self.state,
-            'batteryLife': self.batteryLife
-        }
-    
-def process_status (status):
-    return "status:" + status["device"]
+def process_state (state):
+    return state["device"]
 
 def process_location (location):
     return location["description"]
 
-def process_readings (readings):
+def process_temperature (readings):
     return readings["temperature"]
 
-df = pd.read_json(input_datapath)
-df = df[["sensorId", "location", "readings", "timeStamp", "status"]]
-df['timeStamp'] = pd.to_datetime(df['timeStamp']) 
-df['timeStamp'] = df['timeStamp'].dt.strftime('%H:%M:%S')  # Format to 'HH:MM:SS'
-df["readings"] = df["readings"].apply(process_readings)
-df["location"] = df["location"].apply(process_location)
-df["status"] = df["status"].apply(process_status)
+def process_units (readings):
+    return readings["units"]["temperature"]
+
+def madLibsFun(reading, location, timestamp, state, sensorId, readingUnit):
+    global prototype
+    #print("madLibsFun, prototype: "+prototype)
+    message = prototype.format(
+        readingType=MEASUREMENT_DEFAULT,
+        sensorId=sensorId,
+        reading=reading,
+        readingUnit=readingUnit,
+        location=location,
+        state=state,
+        time=timestamp
+    )
+    #print (message)
+    dataStreamObj = DataStream(message=message, sensorId=sensorId, location=location, timestamp=timestamp, reading=reading, readingType= MEASUREMENT_DEFAULT, readingUnit=readingUnit, state=state)
+    dataStreams.append(dataStreamObj.to_dict())
+    return message
+
+def process_message(reading, location, timestamp, state, sensorId, readingUnit):
+    print("readings: "+str(reading))    
+    global prototype
+    message=""
+    if(prototype==""):
+        message_content = f"Convey concisely: ID of the sensor, its operational state (like working or failed), the type of measurement it takes (like temperature),  the specific reading value, and the unit of the measurement (like Celsius), its placement location, and the timestamp of the reading, ."
+
+        completion = openai.ChatCompletion.create(
+            model="gpt-3.5-turbo",
+            messages=[
+                {"role": "system", "content": "Generate a structured sentence using the following placeholders: {sensorId}, {state}, {readingType}, {reading}, {readingUnit}, {location}, {time}. This sentence should describe sensor data in natural language. Be brief, 1 sentence"},
+                {"role": "user", "content": message_content}],
+            n=1,
+            temperature=0.2,
+            stop=None
+        )   
+        message= completion.choices[0].message.content
+        prototype=message
+        print("prototype: "+prototype)
+    print("sensor temp: "+str(reading)+ "prototype: "+prototype)
+    message = madLibsFun(reading, location, timestamp, state, sensorId, readingUnit)
+    return message
+
+def process_message2(temperature, location, timestamp, state, sensorId, temperatureUnit):
+    print("readings: "+str(temperature))    
+    message_content = f"temperature : {temperature} degrees location : {location} time : {timestamp} state : {state}"
+    completion = openai.ChatCompletion.create(
+        model="gpt-3.5-turbo",
+        messages=[
+            {"role": "system", "content": "Tell me in as few words as possible what is going on with the sensor."},
+            {"role": "user", "content": message_content}],
+        max_tokens=30,
+        n=7,
+        temperature=0.2,
+        stop=None
+    )   
+    message= completion.choices[0].message.content
+    print("sensor temp: "+str(temperature)+ "message: "+message)
+    dataStreamObj = DataStream(message=message, sensorId=sensorId, location=location, timestamp=timestamp, temperature=temperature, temperatureUnit=temperatureUnit, state=state)
+    dataStreams.append(dataStreamObj.to_dict())
+    return message
+
+def writeDataFrameToFile(dataStream):
+    dataStream_dict = [dataStream for dataStream in dataStreams]
+    with open(output_path, "w") as json_file:
+        json.dump(dataStream_dict, json_file, indent=4)
+    print(f"DataStreams saved to {output_path+sensorId}")
+
+def processTranslations():
+    global minDf, df    
+    df["message"] = df.apply(lambda row: process_message(row["reading"], row["location"], row["timeStamp"], row["state"], row["sensorId"], row["readingUnits"]), axis=1)
+    minDf = df[["timeStamp","state","message"]]
+    writeDataFrameToFile(dataStreams)
+
+def loadData():
+    global json_data, df
+    df = pd.read_json(input_datapath)
+    json_data = df.to_json(orient='records')
+    df = df[["sensorId", "location", "readings", "timeStamp", "state"]]
+    df['timeStamp'] = pd.to_datetime(df['timeStamp']) 
+    df['timeStamp'] = df['timeStamp'].dt.strftime('%H:%M:%S')  # Format to 'HH:MM:SS'
+    df["reading"] = df["readings"].apply(process_temperature)
+    df["readingUnits"] = df["readings"].apply(process_units)
+    df["location"] = df["location"].apply(process_location)
+    df["state"] = df["state"].apply(process_state)
+
+def getTranslations():
+    global minDf
+    if(minDf.empty):
+        processTranslations()
+    return minDf
+
+def getTranslationsBySensorId(sensorId):
+    global minDf
+    return minDf[minDf["sensorId"] == sensorId]
 
-print (df)
+def getJSONData():
+    global json_data
+    print("in getJsonData")
+    if(json_data==""):
+        print("--loading data")
+        loadData()  
+    formatted= json.dumps(json.loads(json_data), indent=4)
+    print("formatted: "+formatted)
+    return formatted 
 
-def getTranslations(key):
-    return df
-    #return df.to_json(orient='records')
+def getJSONDF():
+    global df
+    if(df.empty):
+        print("--loading data")
+        loadData()  
+   
+    return  df[["sensorId", "location", "reading", "timeStamp", "state"]]