Qfyilyi

I am struggling to display anomalies in a stream by displaying the anomaly points in a different color. I am using plotly to stream the data. It is currently displaying all points in red. Could someone please look at my code, rectify it or provide a suggestion.

def setColor(y):

   if y in list(theOutliersDF_TP.index): return 'red'

   else: return 'yellow'



username = plotly_user_config['plotly_username']

api_key = plotly_user_config['plotly_api_key']

stream_token = plotly_user_config['plotly_streaming_tokens'][0]

p = plotly.plotly.sign_in(username, api_key)



plotly.plotly.iplot([{'x': , 'y': , 'type': 'scatter', 'mode': 'lines+markers', 'line': dict(color='green'),

                  'marker': dict(color=list(map(setColor,anomalies))),

                  'stream': {'token': stream_token}

                  }], filename='Tiime-Series', fileopt='extend')



s = plotly.plotly.Stream(stream_token)

s.open()

i = 0



while True:

  x_data_point = theOutliersDF_TP['index'].iloc[i]

  y_data_point = theOutliersDF_TP['weight'].iloc[i]

  i += 1

  s.write({'x': x_data_point, 'y': y_data_point})

  time.sleep(80. / 1000.)