def main(dashboardID):
# Getting all dashboard data in dictionary format
dashboardInfo = readDashboard.read(dashboardID)
#calibration information from firebase files
calibration = dashboardInfo["calibration"]
pixelX = calibration["pixelX_vals"]
pixelY = calibration["pixelY_vals"]
#getting pixel coordinates from pixelX and pixelY
pixel_array = [[pixelX[i], pixelY[i]] for i in range(len(pixelX))]
lat = calibration["lat_vals"]
lon = calibration["lon_vals"]
#getting longitude and latitude coordinates from lat and lon
lonlat_array = [[lat[i], lon[i]] for i in range(len(lat))]
# Obtaining pixelMapper object from calibration information
pm = PixelMapper.PixelMapper(pixel_array, lonlat_array, calibration["lonlat_origin"])
# Obtaining streamLink (statically or dynamically) from calibration
# either "streamLink" or "streamWebpage" should be present in calibration
streamLinkStatic = calibration["static"]
streamLink = None
#getting streamlink from calibration json file
#sets the value of streamLinkStatic
if ("streamLink" in calibration.keys()):
streamLink = calibration["streamLink"]
streamLinkStatic = True
if (not streamLinkStatic):
assert "streamWebpage" in calibration.keys()
# For debug purposes
static = True
streamLink = "../sampleVideos/TimesSquare.mp4"
# Opening the videoCApture object
cap = cv2.VideoCapture()
frame_index = 0
while True:
print("FRAME", frame_index, "##############")
# TODO: Refreshing every second may not be the best approach
# if the streamLink is not static, then it's necessary to continuously refresh
if (streamLinkStatic and frame_index == 0):
cap.open(streamLink)
if (not streamLinkStatic):
streamLink = obtainStreamLink.get(calibration["streamWebpage"])
cap.open(streamLink)
read, image = cap.read()
if (not read):
print("END")
break
# generating prediction from image
output = pred.predict(image)
#generates the realtime and aggregate analytics displayed on spaspect dashboard
realData = RealTime.genRealData(pm, output, os.path.join(fbFilesDir, "realtime") + os.path.sep + dashboardID + ".json")
aggData = Aggregate.genAggData(realData, os.path.join(fbFilesDir, "aggregate") + os.path.sep + dashboardID+ ".json")
frame_index += 1
return 0
