initial
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188
src/preprocess.py
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188
src/preprocess.py
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from loguru import logger
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import paho.mqtt.client as mqtt
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import os
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import sys
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import ssl
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import json
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import base64
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import struct
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import psycopg2
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import psycopg2.extras
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class VariableNotFoundException (Exception):
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def __init__(self, appId, converterId, deviceId, variableId):
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self.appId = appId
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self.converterId = converterId
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self.deviceId = deviceId
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self.variableId = variableId
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class InvalidTopicException (Exception):
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def __init__(self, topic):
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self.topic = topic
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class JustIgnoreMessage (Exception):
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def __init__(self, application, device, message):
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self.application = application
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self.device = device
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self.message = message
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class DbOp(object):
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def __init__(self, config):
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self.conn = None
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def __getConn(self):
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conn = psycopg2.connect()
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conn.autocommit = False
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return conn
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def getVariable(self, appId, converterId, deviceId, variableId):
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try:
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conn = self.__getConn()
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with conn:
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with conn.cursor() as cur:
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cur.execute("""
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select
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a.label as application,
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v.label as variable,
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v.unit as unit
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from application_t a, variable_t v
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where a.app_id = %(appId)s and
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v.app = a.id and
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v.converter_id = %(converterId)s and
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v.device_id = %(deviceId)s and
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v.variable_id = %(variableId)s
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""", { 'appId': appId, 'converterId': converterId, 'deviceId': deviceId, 'variableId': variableId })
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res = cur.fetchone()
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if res is None:
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raise VariableNotFoundException(appId, converterId, deviceId, variableId)
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variable = {
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'application': res[0],
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'variable': res[1],
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'unit': res[2]
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}
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logger.debug(f"{variable=}")
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return application
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except Exception as e:
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logger.error(f"Error getting variable: {e}")
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raise VariableNotFoundException(appId)
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finally:
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if conn:
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conn.close()
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def storeMeasurement(self, measurement):
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try:
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logger.info(f"About to store {measurement}")
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conn = self.__getConn()
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with conn:
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with conn.cursor() as cur:
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cur.execute("""
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insert into measurement_t (time, application, variable, value, unit)
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values (now(), %(application)s, %(variable)s, %(value)s, %(unit)s
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""",
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{
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'application': measurement['application'],
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'variable': measurement['variable'],
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'value': measurement['value'],
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'unit': measurement['unit']
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}
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)
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except Exception as e:
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logger.error(f"Error storing measurement: {e}")
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finally:
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if conn:
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conn.close()
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def splitTopic(topic):
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try:
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(_, appId, converterId, rest) = topic.split('/', 3)
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except ValueError:
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raise InvalidTopicException(topic)
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r = rest.split('/')
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if (len(r) == 1:
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deviceId = 'mains',
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variableId = r[0]
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elif (len(r) == 2:
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(deviceId, variableid) = r
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else:
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raise InvalidTopicException(topic)
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return (appId, converterId, deviceId, variableid)
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def mqttOnConnectCallback(client, userdata, flags, rc):
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logger.info("mqtt connected")
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mqtt_in_topic = f"cem/#"
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client.subscribe(mqtt_in_topic)
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logger.info(f"subscribed to {mqtt_in_topic}")
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def mqttOnMessageCallback(client, userdata, message):
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try:
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topic = message.topic
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payload = message.payload
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logger.debug(f"mqtt message received: {topic} -> {payload}")
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(appId, converterId, deviceId, variableId) = splitTopic(topic)
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dbh = DbOp(config)
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variable = dbh.getVariable(appId, converterId, deviceId, variableid)
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measurement = {
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"application": variable["application"],
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"variable": variable["variable"],
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"unit": variable["unit"],
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"value": payload
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}
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logger.debug(f"{measurement=}")
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dbh.storeMeasurement(measurement)
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except JustIgnoreMessage as e:
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logger.info(f"JustIgnoreMessage: {e.application}, {e.device}, {e.message}")
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except VariableNotFoundException as e:
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logger.error(f"message from unknown topic {e.appId, e.converterId, e.deviceId, e.variableId}")
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except InvalidTopicException as e:
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logger.error(f"invalid topic {e.topic}")
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except Exception as e:
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logger.error(f"unable to parse message {payload}, {e}")
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def mqttOnDisconnectCallback(client, userdata, rc):
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pass
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logger.info("preprocess starting")
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REQUIRED_CONFIG_OPTIONS = [
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'MQTT_LOGIN',
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'MQTT_PASSWORD',
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'MQTT_BROKER',
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'MQTT_PORT',
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'MQTT_CA',
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'APPLICATION_TENANT'
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]
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config = {}
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for rco in REQUIRED_CONFIG_OPTIONS:
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try:
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config[rco] = os.environ[rco]
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except KeyError:
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logger.error(f"{rco} is a required config option, not available in environment")
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sys.exit(-1)
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client = mqtt.Client()
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client.on_message = mqttOnMessageCallback
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client.on_connect = mqttOnConnectCallback
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client.on_disconnect = mqttOnDisconnectCallback
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client.username_pw_set(config['MQTT_LOGIN'], config['MQTT_PASSWORD'])
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client.tls_set(
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cert_reqs=ssl.CERT_REQUIRED,
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ciphers=None
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)
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client.connect(config["MQTT_BROKER"], int(config["MQTT_PORT"]))
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#client.connect('172.16.2.16', 1883)
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logger.info("mqtt loop starting")
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client.loop_forever()
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