Step 1: Set up D3 area



In [1]:

    
from IPython.core.display import display, HTML
from string import Template
import pandas as pd
import json, random



In [2]:

    
HTML('<script src="lib/d3/d3.min.js"></script>')









    Out[2]:



In [3]:

    
html_template = Template('''
<svg id="graph-div"></div>
<script> $js_text </script>
''')



In [16]:

    
js_text_template = Template('''
var data = $data;

var barHeight = 30;
var barWidth = 30;
var width = 400;

var x = d3.scale.linear()
        .domain([0, 4096])
        .range(["black", "white"]);

var chart = d3.select('#graph-div')
    .attr('width', width)
    .attr('height', 400);

function update() {
    var row = chart.selectAll('.item')
        .data(data)
        .enter()
        .append('g')
        .attr('class', 'item')
        .attr('transform', function(d, i){
            console.log(d);
            console.log(i);
            return 'translate(' + barWidth * (i%10) + ', ' + barHeight * Math.floor(i/10) + ')';
        })
        .append('rect')
        .attr('width', barWidth)
        .attr('height', barHeight)
        .attr('fill', function(d) {
            return x(d);
        });
}

update();
''')



In [17]:

    
data = [];
js_text = js_text_template.substitute({'data': json.dumps(data)})
HTML(html_template.substitute({'js_text': js_text}))









    Out[17]:

OK, the D3 area is set up

Now we'll focus on live updating. A manual test first.



In [18]:

    
js_text_template_2 = Template('''
data = $data;
update();
console.log("updating");
''')



In [19]:

    
data = [] #[0,500,1000,2000,4000]

def update_graph(data):
    js_text = js_text_template_2.substitute({'data': json.dumps(data)})
    display(HTML('<script>' + js_text + '</script>'))

update_graph(data)

Step 2: Now use MQTT to update the graph

Now for the fun stuff. Using the update_graph(data) function set up above. Each group of data, separated by "start" messages, is saved in the tests array. As new data comes in, the live data graph is updated to show data from the last test. All data is neatly saved inside the tests array for replotting and further analysis later.

Using the CloudMQTT free Cat plan:

https://api.cloudmqtt.com/sso/cloudmqtt/console
haipjacob@gmail.com:paramour-sieve-paper
If the Websocket UI has trouble connecting, restart the instance



In [23]:

    
import paho.mqtt.client as mqtt

data = []
tests = [[]]

update_graph(data)

def on_connect(client, userdata, flags, rc):
    print("Connected with result code "+str(rc))
    client.subscribe("/outTopic")

def on_message(client, userdata, msg):
    global data
    try:
        msg_json = json.loads(msg.payload)
    except:
        print "Error"
        print(msg.topic+" "+str(msg.payload))
        return
    # if msg_json['type'] == "BREAK" and msg_json['label'] == "LOOP":  # and msg_json['value'] == "END":
    #     tests.append(data)
    #     data = []
    #     update_graph(data)
    if msg_json['type'] == "BINARY" and msg_json['label'] == "A0":
        data.append(int(msg_json['value']))
        # tests[-1] = data
        update_graph(data)
        print int(msg_json['value']), data

client = mqtt.Client()
client.on_connect = on_connect
client.on_message = on_message
client.username_pw_set("zettlmtm", "VOUbRcmhjffA")
client.connect("m11.cloudmqtt.com", 19280, 60)
client.loop_start()
# Make sure to call client.loop_stop() later









    











    



Connected with result code 0
Error
/outTopic hello world






    











    



7 [7]






    











    



8 [7, 8]






    











    



9 [7, 8, 9]






    











    



8 [7, 8, 9, 8]






    











    



7 [7, 8, 9, 8, 7]






    











    



8 [7, 8, 9, 8, 7, 8]






    











    



8 [7, 8, 9, 8, 7, 8, 8]






    











    



22 [7, 8, 9, 8, 7, 8, 8, 22]






    











    



518 [7, 8, 9, 8, 7, 8, 8, 22, 518]






    











    



1013 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013]






    











    



1480 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480]






    











    



1613 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613]






    











    



2003 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003]






    











    



2007 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007]






    











    



2551 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551]






    











    



2855 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855]






    











    



2891 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891]






    











    



2955 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955]






    











    



2576 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576]






    











    



1944 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944]






    











    



1943 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943]






    











    



1944 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944]






    











    



1943 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943]






    











    



1942 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942]






    











    



1942 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942]






    











    



1944 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944]






    











    



1943 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943]






    











    



1943 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943]






    











    



1943 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943]
Error
/outTopic hello world






    











    



1980 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982]






    











    



1981 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981]






    











    



1982 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982]






    











    



1981 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981]






    











    



1980 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980]






    











    



1976 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976]






    











    



2010 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010]






    











    



2332 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332]






    











    



2343 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343]






    











    



2687 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687]






    











    



3052 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052]






    











    



3114 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114]






    











    



3114 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114]






    











    



2604 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604]






    











    



2094 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094]






    











    



1272 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272]






    











    



1203 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203]






    











    



1153 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153]






    











    



1084 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084]






    











    



1044 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044]






    











    



1044 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044]






    











    



1045 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045]
Error
/outTopic hello world






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8]






    











    



7 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8]






    











    



59 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59]






    











    



162 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162]






    











    



2547 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547]






    











    



2515 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515]






    











    



3284 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284]






    











    



3283 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283]






    











    



3283 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283]






    











    



2813 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813]






    











    



304 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8]






    











    



7 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7]






    











    



93 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93]






    











    



2280 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280]






    











    



2464 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464]






    











    



2467 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467]






    











    



595 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595]






    











    



67 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595, 67]






    











    



10 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595, 67, 10]






    











    



8 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595, 67, 10, 8]






    











    



7 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595, 67, 10, 8, 7]






    











    



9 [7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595, 67, 10, 8, 7, 9]



In [25]:

    
client.loop_stop()



In [24]:

    
print data









    



[7, 8, 9, 8, 7, 8, 8, 22, 518, 1013, 1480, 1613, 2003, 2007, 2551, 2855, 2891, 2955, 2576, 1944, 1943, 1944, 1943, 1942, 1942, 1944, 1943, 1943, 1943, 1980, 1982, 1982, 1982, 1982, 1982, 1982, 1982, 1981, 1982, 1981, 1980, 1976, 2010, 2332, 2343, 2687, 3052, 3114, 3114, 2604, 2094, 1272, 1203, 1153, 1084, 1044, 1044, 1045, 8, 8, 8, 8, 7, 8, 8, 59, 162, 2547, 2515, 3284, 3283, 3283, 2813, 304, 8, 8, 7, 93, 2280, 2464, 2467, 595, 67, 10, 8, 7, 9]



In [ ]: