def __init__(self, datasource=None, buffer=25, vtype='plot'):
if datasource is None:
self.datasource = ds.RealTimeData()
else:
self.datasource = datasource
self.DEFAULT_X = ["Time"]
self.DEFAULT_Y = list(PLOT_META.keys())
self.DEFAULT_VIEWTYPE = vtype
self.figure, self.ax = plt.subplots()
self.__bounds = [0, 100]
self.plt_method = {}
self._buffer_size = buffer
L = []
for i in range(buffer):
L.append(datasource.to_dict())
self.data = pd.DataFrame(L)
self.color = {}
Y = list(self.data.columns.values)
for e in Y:
if e not in PLOT_META.keys():
self.plt_method[e] = "plot"
self.color[e] = tuple(
[random.randrange(255) / 255 for i in range(3)])
continue
if PLOT_META[e]["plot_method"]:
self.plt_method[e] = PLOT_META[e]["plot_method"]
else:
self.plt_method[e] = "plot"
if PLOT_META[e]["color"]:
self.color[e] = PLOT_META[e]["color"]
else:
self.color[e] = tuple(
[random.randrange(255) / 255 for i in range(3)])
def __init__(self,
X="Time",
Y="Temperature",
title='',
bufSize=10,
color="red",
datasource=None):
if datasource is None:
self.dataSource = ds.RealTimeData()
else:
self.dataSource = datasource
self.x = [X]
self.y = [Y]
self.inputX = [self.dataSource.to_dict()[X]] * (bufSize + 1)
#self.inputX.append(self.dataSource.to_dict()[X])
self.inputY = [self.dataSource.to_dict()[Y]] * (bufSize + 1)
#self.inputY.append(self.dataSource.to_dict()[Y])
self.history = [time.strftime('%M:%S', time.gmtime())] * len(X)
self.__bufSize = bufSize + 1
self.__title = title
self.trace = plt.plot
self.plot = None
self.__fig = None
self.__canvas = None
self.fig = None
self.color = color
self.__freq = 10
def __init__(self, host='0.0.0.0', port=5001, system=None):
super(Server, self).__init__(__name__,
template_folder='../templates',
static_folder='../static')
self.RTData = ds.RealTimeData(server=self)
self.host = host
self.port = port
if system is not None:
self.system = system
else:
self.system = AlertSystem(server=self)
self.add_url_rule('/', view_func=self.default_page)
self.add_url_rule('/auth',
view_func=self.authenticate,
methods=["POST", "GET"])
if self.host == '0.0.0.0':
webbrowser.open('http://127.0.0.1:' + str(self.port) + '/')
else:
webbrowser.open('http://' + self.host + ':' + str(self.port) + '/')
def visualizer(self):
print()
params = {
'Cam': [
f.replace('_', ' ').title() for f in dir(eff)
if not (f.startswith('__') and f.endswith('__'))
and f not in ['cv2', 'np']
],
'Ptypes': ['Bar', 'Derived', 'Plot']
}
self.RTData = ds.RealTimeData(server=self)
def func():
return float(self.RTData.state["Fire"])
self.awake_agent = FetchAgent(unique_id=0,
model=self.system,
func=func)
self.awake_agent.set_threshold(0)
self.add_url_rule('/video_feed',
view_func=self.video_feed,
methods=["POST", "GET"])
self.add_url_rule('/graph_feed',
view_func=self.graph_feed,
methods=["POST", "GET"])
self.add_url_rule('/score_feed',
view_func=self.score_feed,
methods=["POST", "GET"])
self.add_url_rule('/notif_feed',
view_func=self.notif_feed,
methods=["POST", "GET"])
self.add_url_rule('/realtime_feed',
view_func=self.data_feed,
methods=["POST", "GET"])
self.add_url_rule('/rest_classifier',
view_func=self.classify_frame,
methods=["POST", "GET"])
return render_template('visualizer.html', **params)