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14 changed files with 42 additions and 186 deletions

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@ -4,7 +4,7 @@ Playing with IoT
[![Build Status](https://travis-ci.com/daniviga/bite.svg?branch=master)](https://travis-ci.com/daniviga/bite)
![AGPLv3](./docs/.badges/agpl3.svg)
![Python 3.11](./docs/.badges/python.svg)
![Python 3.9](./docs/.badges/python.svg)
![MQTT](./docs/.badges/mqtt.svg)
![Moby](./docs/.badges/moby.svg)
![docker-compose 3.7+](./docs/.badges/docker-compose.svg)
@ -13,6 +13,13 @@ This project is for educational purposes only. It does not implement any
authentication and/or encryption protocol, so it is not suitable for real
production.
![Application Schema](./docs/application_chart.png)
### Future implementations
- Broker HA via [VerneMQ clustering](https://docs.vernemq.com/clustering/introduction)
- Stream analytics via [Apache Spark](https://spark.apache.org/)
## Installation
### Requirements
@ -29,10 +36,8 @@ The application stack is composed by the following components:
- [Django](https://www.djangoproject.com/) with
[Django REST framework](https://www.django-rest-framework.org/)
web application (running via `gunicorn` in production mode)
- `dispatcher` custom daemon to dump telemetry into the Kafka queue
- `handler` custom daemon to dump telemetry into the timeseries database from the Kafka queue
- `mqtt-to-db` custom daemon to dump telemetry into the timeseries database
- telemetry payload is stored as json object (via PostgreSQL JSON data type)
- [Kafka](https://kafka.apache.org/) broker
- [Timescale](https://www.timescale.com/) DB,
a [PostgreSQL](https://www.postgresql.org/) database with a timeseries extension
- [Mosquitto](https://mosquitto.org/) MQTT broker (see alternatives below)

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@ -151,10 +151,6 @@ STATIC_URL = '/static/'
STATIC_ROOT = '/srv/appdata/bite/static'
REST_FRAMEWORK = {
'DEFAULT_AUTHENTICATION_CLASSES': []
}
SKIP_WHITELIST = True
MQTT_BROKER = {
@ -162,11 +158,6 @@ MQTT_BROKER = {
'PORT': '1883',
}
KAFKA_BROKER = {
'HOST': 'kafka',
'PORT': '9092',
}
# If no local_settings.py is availble in the current folder let's try to
# load it from the application root
try:

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@ -1,76 +0,0 @@
# -*- coding: utf-8 -*-
# vim: tabstop=4 shiftwidth=4 softtabstop=4
#
# BITE - A Basic/IoT/Example
# Copyright (C) 2020-2021 Daniele Viganò <daniele@vigano.me>
#
# BITE is free software: you can redistribute it and/or modify
# it under the terms of the GNU Affero General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# BITE is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU Affero General Public License for more details.
#
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import json
import time
from kafka import KafkaConsumer
from kafka.errors import NoBrokersAvailable
from django.conf import settings
from django.core.management.base import BaseCommand
from django.core.exceptions import ObjectDoesNotExist
from api.models import Device
from telemetry.models import Telemetry
class Command(BaseCommand):
help = 'MQTT to DB deamon'
KAFKA_HOST = settings.KAFKA_BROKER['HOST']
KAFKA_PORT = int(settings.KAFKA_BROKER['PORT'])
def get_device(self, serial):
try:
return Device.objects.get(serial=serial)
except ObjectDoesNotExist:
return None
def store_telemetry(self, transport, message):
Telemetry.objects.create(
transport=transport,
device=self.get_device(message["device"]),
clock=message["clock"],
payload=message["payload"]
)
def handle(self, *args, **options):
while True:
try:
consumer = KafkaConsumer(
"telemetry",
bootstrap_servers='{}:{}'.format(
self.KAFKA_HOST, self.KAFKA_PORT
),
group_id="handler",
value_deserializer=lambda m: json.loads(m.decode('utf8')),
)
break
except NoBrokersAvailable:
self.stdout.write(
self.style.WARNING('WARNING: Kafka broker not available'))
time.sleep(5)
self.stdout.write(self.style.SUCCESS('INFO: Kafka broker subscribed'))
for message in consumer:
self.store_telemetry(
message.value["transport"],
message.value["body"]
)
consumer.unsuscribe()

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@ -22,27 +22,23 @@ import asyncio
import json
import time
import paho.mqtt.client as mqtt
from kafka import KafkaProducer
from kafka.errors import NoBrokersAvailable
from asgiref.sync import sync_to_async
from aiomqtt import Client
from asyncio_mqtt import Client
from django.conf import settings
from django.core.management.base import BaseCommand
from django.core.exceptions import ObjectDoesNotExist
from api.models import Device
from telemetry.models import Telemetry
MQTT_HOST = settings.MQTT_BROKER['HOST']
MQTT_PORT = int(settings.MQTT_BROKER['PORT'])
class Command(BaseCommand):
help = 'MQTT to DB deamon'
MQTT_HOST = settings.MQTT_BROKER['HOST']
MQTT_PORT = int(settings.MQTT_BROKER['PORT'])
KAFKA_HOST = settings.KAFKA_BROKER['HOST']
KAFKA_PORT = int(settings.KAFKA_BROKER['PORT'])
producer = None
@sync_to_async
def get_device(self, serial):
try:
@ -51,23 +47,24 @@ class Command(BaseCommand):
return None
@sync_to_async
def dispatch(self, message):
self.producer.send(
'telemetry', {"transport": 'mqtt',
"body": message}
def store_telemetry(self, device, payload):
Telemetry.objects.create(
device=device,
transport='mqtt',
clock=payload['clock'],
payload=payload['payload']
)
async def mqtt_broker(self):
async with Client(self.MQTT_HOST, port=self.MQTT_PORT) as client:
async with Client(MQTT_HOST, port=MQTT_PORT) as client:
# use shared subscription for HA/balancing
await client.subscribe("$share/telemetry/#")
async with client.messages() as messages:
async with client.unfiltered_messages() as messages:
async for message in messages:
payload = json.loads(message.payload.decode('utf-8'))
device = await self.get_device(message.topic)
if device is not None:
message_body = json.loads(
message.payload.decode('utf-8'))
await self.dispatch(message_body)
await self.store_telemetry(device, payload)
else:
self.stdout.write(
self.style.ERROR(
@ -77,28 +74,13 @@ class Command(BaseCommand):
client = mqtt.Client()
while True:
try:
client.connect(self.MQTT_HOST, self.MQTT_PORT)
client.connect(MQTT_HOST, MQTT_PORT)
break
except (socket.gaierror, ConnectionRefusedError):
self.stdout.write(
self.style.WARNING('WARNING: MQTT broker not available'))
self.style.WARNING('WARNING: Broker not available'))
time.sleep(5)
while True:
try:
self.producer = KafkaProducer(
bootstrap_servers='{}:{}'.format(
self.KAFKA_HOST, self.KAFKA_PORT
),
value_serializer=lambda v: json.dumps(v).encode('utf-8'),
retries=5
)
break
except NoBrokersAvailable:
self.stdout.write(
self.style.WARNING('WARNING: Kafka broker not available'))
time.sleep(5)
self.stdout.write(self.style.SUCCESS('INFO: Brokers subscribed'))
self.stdout.write(self.style.SUCCESS('INFO: Broker subscribed'))
client.disconnect()
asyncio.run(self.mqtt_broker())

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@ -17,20 +17,20 @@
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
FROM python:3.11-alpine AS builder
FROM python:3.9-alpine AS builder
RUN apk update && apk add gcc musl-dev postgresql-dev \
&& pip install psycopg2-binary
# ---
FROM python:3.11-alpine
FROM python:3.9-alpine
ENV PYTHONUNBUFFERED 1
ENV DJANGO_SETTINGS_MODULE "bite.settings"
RUN apk update && apk add --no-cache postgresql-libs \
&& wget https://github.com/jwilder/dockerize/releases/download/v0.7.0/dockerize-alpine-linux-amd64-v0.7.0.tar.gz -qO- \
&& wget https://github.com/jwilder/dockerize/releases/download/v0.6.1/dockerize-alpine-linux-amd64-v0.6.1.tar.gz -qO- \
| tar -xz -C /usr/local/bin
COPY --from=builder /usr/local/lib/python3.11/site-packages/ /usr/local/lib/python3.11/site-packages/
COPY --from=builder /usr/local/lib/python3.9/site-packages/ /usr/local/lib/python3.9/site-packages/
COPY --chown=1000:1000 requirements.txt /srv/app/bite/requirements.txt
RUN pip3 install --no-cache-dir -r /srv/app/bite/requirements.txt

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@ -36,10 +36,6 @@ services:
ports:
- "${CUSTOM_DOCKER_IP:-0.0.0.0}:8000:8000"
kafka:
ports:
- "${CUSTOM_DOCKER_IP:-0.0.0.0}:9092:9092"
data-migration:
volumes:
- ../bite:/srv/app/bite
@ -48,10 +44,6 @@ services:
volumes:
- ../bite:/srv/app/bite
dispatcher:
volumes:
- ../bite:/srv/app/bite
handler:
mqtt-to-db:
volumes:
- ../bite:/srv/app/bite

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@ -29,10 +29,6 @@ services:
volumes:
- ./django/production.py.sample:/srv/app/bite/bite/production.py
dispatcher:
volumes:
- ./django/production.py.sample:/srv/app/bite/bite/production.py
handler:
mqtt-to-db:
volumes:
- ./django/production.py.sample:/srv/app/bite/bite/production.py

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@ -62,30 +62,6 @@ services:
ports:
- "${CUSTOM_DOCKER_IP:-0.0.0.0}:1883:1883"
zookeeper:
image: confluentinc/cp-zookeeper:latest
networks:
- net
environment:
ZOOKEEPER_CLIENT_PORT: 2181
ZOOKEEPER_TICK_TIME: 2000
ports:
- 22181:2181
kafka:
image: confluentinc/cp-kafka:latest
depends_on:
- zookeeper
networks:
- net
environment:
KAFKA_BROKER_ID: 1
KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181
KAFKA_ADVERTISED_LISTENERS: PLAINTEXT://kafka:9092,PLAINTEXT_HOST://localhost:29092
KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: PLAINTEXT:PLAINTEXT,PLAINTEXT_HOST:PLAINTEXT
KAFKA_INTER_BROKER_LISTENER_NAME: PLAINTEXT
KAFKA_OFFSETS_TOPIC_REPLICATION_FACTOR: 1
ingress:
<<: *service_default
image: nginx:stable-alpine
@ -128,21 +104,13 @@ services:
- staticdata:/srv/appdata/bite/static
command: ["python3", "manage.py", "collectstatic", "--noinput"]
dispatcher:
mqtt-to-db:
<<: *service_default
image: daniviga/bite
command: ["python3", "manage.py", "dispatcher"]
networks:
- net
depends_on:
- broker
handler:
<<: *service_default
image: daniviga/bite
command: ["python3", "manage.py", "handler"]
command: ["python3", "manage.py", "mqtt-to-db"]
networks:
- net
depends_on:
- data-migration
- timescale
- broker

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@ -17,9 +17,9 @@
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
FROM alpine:3.18
FROM alpine:3.15
RUN apk add --no-cache chrony && \
RUN apk update && apk add chrony && \
chown -R chrony:chrony /var/lib/chrony
COPY ./chrony.conf /etc/chrony/chrony.conf

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@ -17,7 +17,7 @@
# You should have received a copy of the GNU Affero General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
FROM python:3.11-alpine
FROM python:3.9-alpine
RUN pip3 install urllib3 paho-mqtt
COPY ./device_simulator.py /opt/bite/device_simulator.py

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@ -94,7 +94,7 @@ def main():
parser.add_argument('-s', '--serial',
default=os.environ.get('IOT_SERIAL'),
help='IoT device serial number')
parser.add_argument('-d', '--delay', metavar='s', type=float,
parser.add_argument('-d', '--delay', metavar='s', type=int,
default=os.environ.get('IOT_DELAY', 10),
help='Delay between requests')
args = parser.parse_args()

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@ -1 +1 @@
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@ -4,4 +4,3 @@ ipython
flake8
pyinstrument
django-debug-toolbar
urllib3

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@ -4,8 +4,7 @@ djangorestframework
django-health-check
psycopg2-binary
paho-mqtt
kafka-python
aiomqtt
asyncio-mqtt
PyYAML
uritemplate
pygments