Add clustering

cluster.py

@@ -2,24 +2,45 @@ import paho.mqtt.subscribe as mqtt
 import json
 
 BROKER = ('homeproxy', 1883)
-TOPIC_RAW = 'scalefix/raw/weight'
-TOPIC_USERS = 'scalefix/users'
-
+TOPIC_PREFIX = 'scalefix'
+TOPIC_RAW = TOPIC_PREFIX+'/raw/weight'
+TOPIC_WEIGHT = TOPIC_PREFIX+'/weights'
+TOPIC_USERS = TOPIC_PREFIX+'/users'
 
 _users={}
+_SUFFIX_LAST='/last'
+def match_user(weight):
+    found_user = 'Gast'
+    last_dev = 20
+    for username, data in _users.items():
+        dev = abs(data['weight'] - weight)
+        if dev < 5 and dev < last_dev:
+            found_user = username
+    return found_user
 
 def handle_weight(client, userdata, message):
-    pass
-
-def handle_user(client, userdata, message):
-    pass
+    data = json.loads(message.payload)
+    weight = data['weight']
+    username = match_user(weight)
+    print(f'new value for user "{username}": {weight}')
+    client.publish(f'{TOPIC_USERS}/{username}/weight', data)
+    client.publish(f'{TOPIC_USERS}/{username}{_SUFFIX_LAST}', data, retain=True)
+    ext_data = data.copy()
+    ext_data['user'] = username
+    client.publish(TOPIC_WEIGHTS, ext_data)
 
 
-TOPIC_LAST = TOPIC_USERS+'/last'
+def handle_user_last(client, userdata, message):
+    global _users
+    data = json.loads(message.payload)
+    username = message.topic[len(TOPIC_USERS)+1:-len(_SUFFIX_LAST)]
+    print(f'got last weight for user "{username}": {data}')
+    _users[username] = data
+
 def dispatch(client, userdata, message):
     if message.topic == TOPIC_RAW:
         handle_weight(client, userdata, message)
-    elif message.topic.startswith(TOPIC_LAST):
-        handle_user(client, userdata, message)
+    elif message.topic.startswith(TOPIC_USERS) and message.topic.endswith(_SUFFIX_LAST):
+        handle_user_last(client, userdata, message)
 
-mq.callback(dispatch, [TOPIC_RAW, TOPIC_LAST+'/+'], hostname=BROKER[0], port=BROKER[1])
+mqtt.callback(dispatch, [TOPIC_RAW, f'{TOPIC_USERS}/+{_SUFFIX_LAST}'], hostname=BROKER[0], port=BROKER[1])