28 lines
877 B
Python
28 lines
877 B
Python
import sys
|
|
sys.path.append("..")
|
|
from CalculatingFeatures.helper_functions import convert1DEmpaticaToArray, convertInputInto2d, frequencyFeatureNames, hrvFeatureNames
|
|
from CalculatingFeatures.calculate_features import calculateFeatures
|
|
import pandas as pd
|
|
|
|
|
|
|
|
pathToHrvCsv = "../example_data/S2_E4_Data/BVP.csv"
|
|
windowLength = 500
|
|
|
|
# get an array of values from HRV empatica file
|
|
hrv_data, startTimeStamp, sampleRate = convert1DEmpaticaToArray(pathToHrvCsv)
|
|
|
|
# Convert the HRV data into 2D array
|
|
hrv_data_2D = convertInputInto2d(hrv_data, windowLength)
|
|
|
|
# Create a list with feature names
|
|
featureNames = []
|
|
featureNames.extend(hrvFeatureNames)
|
|
featureNames.extend(frequencyFeatureNames)
|
|
|
|
pd.set_option('display.max_columns', None)
|
|
|
|
# Calculate features
|
|
calculatedFeatures = calculateFeatures(hrv_data_2D, fs=int(sampleRate), featureNames=featureNames)
|
|
print(calculatedFeatures)
|