Query TSI dataset for anomaly or forecasting

query_tsi_datatset.py

#create json payload for API query
request_body = {
    "detectionTime": "2021-06-27T15:00:00Z", 
    "slicingParams": {
        "dimensionNames": ["measure"]
        },
    "timeseriesParams": {
        "forecastHistory": "259200s",
        "granularity": "1800s",
        "metric": "temp",
       
        },
    "forecastParams": {
        "noiseThreshold": 50.0,
        "seasonalityHint": "DAILY"
        },
   
    "returnTimeseries": "true"
}

dataset = "sensor-data"

# get forecast
query_ds_endpt = f'https://timeseriesinsights.googleapis.com/v1/projects/{PROJECT_ID}/datasets/{dataset}:query'
res = query_ts(method="POST", endpoint=query_ds_endpt, data=request_body, auth_token=token_array[0])
res