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Commit 9fc93f71 authored by Gezer's avatar Gezer
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Integration of stream_processing in backend

parent 9bc7c327
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backend/pyproject.toml
View file @ 9fc93f71
...@@ -4,7 +4,7 @@ version = "0.1.0" ...@@ -4,7 +4,7 @@ version = "0.1.0"
description = "backend of co2 web service" description = "backend of co2 web service"
authors = [ authors = [
{name = "Patrick Ade", email = "21adpa1bif@hft-stuttgart.de"}, {name = "Patrick Ade", email = "21adpa1bif@hft-stuttgart.de"},
{name = "Morten Stetter", email = "22?stmo1bif@hft-stuttgart.de"}, {name = "Morten Stetter", email = "22stmo1bif@hft-stuttgart.de"},
{name = "Aaron Mele", email = "21meaa1bif@hft-stuttgart.de"}, {name = "Aaron Mele", email = "21meaa1bif@hft-stuttgart.de"},
{name = "Emre Gezer", email = "21geem1bif@hft-stuttgart.de"}, {name = "Emre Gezer", email = "21geem1bif@hft-stuttgart.de"},
] ]
...@@ -19,7 +19,8 @@ dependencies = [ ...@@ -19,7 +19,8 @@ dependencies = [
"django>=5.2", "django>=5.2",
"django-cors-headers>=4.7.0", "django-cors-headers>=4.7.0",
"influxdb-client>=1.40", "influxdb-client>=1.40",
"python-dotenv", "python-dotenv>=1.1",
"paho-mqtt>=2.1",
] ]
[dependency-groups] [dependency-groups]
...@@ -34,3 +35,14 @@ line-length = 80 ...@@ -34,3 +35,14 @@ line-length = 80
[tool.ruff.lint] [tool.ruff.lint]
# Add the `line-too-long` rule to the enforced rule set. # Add the `line-too-long` rule to the enforced rule set.
extend-select = ["E501"] extend-select = ["E501"]
#[build-system]
#requires = ["setuptools" ] #"wheel"
#build-backend = "setuptools.build_meta"
#[tool.setuptools]
#package-dir = {"" = "."}
#[tool.setuptools.packages.find]
#where = ["backend"]
mqtt/src/mqtt_influx_backend/influxDBWriter.py → backend/stream_processing/influxDBWriter.py
View file @ 9fc93f71
from influxdb_client import InfluxDBClient, Point, WritePrecision from influxdb_client import InfluxDBClient, Point, WritePrecision
from influxdb_client.client.write_api import SYNCHRONOUS from influxdb_client.client.write_api import SYNCHRONOUS
class InfluxDBWriter: class InfluxDBWriter:
def __init__(self, url: str, token: str, org: str, bucket: str): def __init__(self, url: str, token: str, org: str, bucket: str):
self.client = InfluxDBClient(url=url, token=token, org=org) self.client = InfluxDBClient(url=url, token=token, org=org)
...@@ -8,7 +9,9 @@ class InfluxDBWriter: ...@@ -8,7 +9,9 @@ class InfluxDBWriter:
self.bucket = bucket self.bucket = bucket
self.org = org self.org = org
def write_point(self, measurement: str, tags: dict, fields: dict, timestamp=None): def write_point(
self, measurement: str, tags: dict, fields: dict, timestamp=None
):
point = Point(measurement) point = Point(measurement)
for k, v in tags.items(): for k, v in tags.items():
point.tag(k, v) point.tag(k, v)
......
mqtt/src/mqtt_influx_backend/jsonhandler.py → backend/stream_processing/jsonhandler.py
View file @ 9fc93f71
import json import json
import os import os
def load_json(file_name: str) -> dict: def load_json(file_name: str) -> dict:
""" """
ladet eine JSON Datei, wenn diese existiert, ladet eine JSON Datei, wenn diese existiert,
...@@ -13,6 +14,7 @@ def load_json(file_name: str) -> dict: ...@@ -13,6 +14,7 @@ def load_json(file_name: str) -> dict:
mac_room_mapping = json.load(f) mac_room_mapping = json.load(f)
return mac_room_mapping return mac_room_mapping
def write_json(mac_room_mapping: dict, file_name: str): def write_json(mac_room_mapping: dict, file_name: str):
""" """
Nimmt ein dictionary und schreibt dessen Nimmt ein dictionary und schreibt dessen
......
mqtt/src/mqtt_influx_backend/mQTTClientHandler.py → backend/stream_processing/mQTTClientHandler.py
View file @ 9fc93f71
import json import json
from mqtt_influx_backend.loggingFactory import LoggerFactory from utils.loggingFactory import LoggerFactory
from datetime import datetime from datetime import datetime
import paho.mqtt.client as mqtt import paho.mqtt.client as mqtt
from mqtt_influx_backend import jsonhandler from stream_processing import jsonhandler
from utils.influx import InfluxDBHelper from utils.influx import InfluxDBHelper
class MQTTClientHandler:
MAPPING_FILE_NAME = "src/mqtt_influx_backend/mac_to_room.json" class MQTTClientHandler:
MAPPING_FILE_NAME = "stream_processing/mac_to_room.json"
MEASUREMENT_NAME = "sensor_data" MEASUREMENT_NAME = "sensor_data"
TAG_ROOM = "room" TAG_ROOM = "room"
TAG_MAC = "mac" TAG_MAC = "mac"
...@@ -17,7 +17,9 @@ class MQTTClientHandler: ...@@ -17,7 +17,9 @@ class MQTTClientHandler:
FIELD_HUMIDITY = "humidity" FIELD_HUMIDITY = "humidity"
# Konstruktor # Konstruktor
def __init__(self, broker_url: str, topic: str, influx_writer: InfluxDBHelper): def __init__(
self, broker_url: str, topic: str, influx_writer: InfluxDBHelper
):
self.logger = LoggerFactory.get_logger(__name__) self.logger = LoggerFactory.get_logger(__name__)
# key: mac : value : room # key: mac : value : room
self.mac_to_room = jsonhandler.load_json(self.MAPPING_FILE_NAME) self.mac_to_room = jsonhandler.load_json(self.MAPPING_FILE_NAME)
...@@ -32,7 +34,7 @@ class MQTTClientHandler: ...@@ -32,7 +34,7 @@ class MQTTClientHandler:
def on_connect(self, client, userdata, flags, rc): def on_connect(self, client, userdata, flags, rc):
self.logger.info("Connected with result code " + str(rc)) self.logger.info("Connected with result code " + str(rc))
client.subscribe(self.topic) client.subscribe(self.topic)
self.logger.info("Subscribed to " + self.topic ) self.logger.info("Subscribed to " + self.topic)
# eventuell refactorn und die Aufgaben in Methoden aufteilen # eventuell refactorn und die Aufgaben in Methoden aufteilen
def on_message(self, client, userdata, msg): def on_message(self, client, userdata, msg):
...@@ -50,31 +52,34 @@ class MQTTClientHandler: ...@@ -50,31 +52,34 @@ class MQTTClientHandler:
mac = metadate["mac-address"] mac = metadate["mac-address"]
if mac not in self.mac_to_room: if mac not in self.mac_to_room:
self.logger.warning(f"Neue MAC-Adresse gefunden: {mac}. Mapping wird ergänzt.") self.logger.warning(
f"Neue MAC-Adresse gefunden: {mac}. Mapping wird ergänzt."
)
self.mac_to_room[mac] = "" # leerer Platzhalter self.mac_to_room[mac] = "" # leerer Platzhalter
jsonhandler.write_json(self.mac_to_room, self.MAPPING_FILE_NAME) jsonhandler.write_json(self.mac_to_room, self.MAPPING_FILE_NAME)
self.mac_to_room = jsonhandler.load_json(self.MAPPING_FILE_NAME) self.mac_to_room = jsonhandler.load_json(self.MAPPING_FILE_NAME)
return return
self.write_to_influxDB(msg,metadate) self.write_to_influxDB(msg, metadate)
def write_to_influxDB(self, msg : dict, metadate: dict): def write_to_influxDB(self, msg: dict, metadate: dict):
try: try:
self.influx_writer.write_point( self.influx_writer.write_point(
measurement=self.MEASUREMENT_NAME, measurement=self.MEASUREMENT_NAME,
tags={ tags={
self.TAG_ROOM : self.mac_to_room[metadate["mac-address"]], self.TAG_ROOM: self.mac_to_room[metadate["mac-address"]],
self.TAG_MAC: metadate["mac-address"] self.TAG_MAC: metadate["mac-address"],
}, },
fields={ fields={
self.FIELD_CO2: msg["co2"], self.FIELD_CO2: msg["co2"],
self.FIELD_TEMP: msg["temp"], self.FIELD_TEMP: msg["temp"],
self.FIELD_HUMIDITY: msg["rh"], self.FIELD_HUMIDITY: msg["rh"],
}, },
timestamp=metadate["time"], #fix timestamp=metadate["time"], # fix
) )
print("Wrote to InfluxDB:", msg) # muss später rausgeschmiessen werden print(
"Wrote to InfluxDB:", msg
) # muss später rausgeschmiessen werden
except Exception as e: except Exception as e:
self.logger.error(f"Failed writing to InfluxDb: {e}") self.logger.error(f"Failed writing to InfluxDb: {e}")
......
mqtt/src/mqtt_influx_backend/mac_to_room.json → backend/stream_processing/mac_to_room.json
View file @ 9fc93f71
...@@ -8,5 +8,7 @@ ...@@ -8,5 +8,7 @@
"lK:AD:BE:EF:12:34": "", "lK:AD:BE:EF:12:34": "",
"MK:AD:BE:EF:12:34": "", "MK:AD:BE:EF:12:34": "",
"AB:AD:BE:EF:12:34": "", "AB:AD:BE:EF:12:34": "",
"EF:AD:BE:EF:12:34": "" "EF:AD:BE:EF:12:34": "",
"Tx:AD:BE:EF:12:34": "",
"T\u00dc:AD:BE:EF:12:34": ""
} }
\ No newline at end of file
mqtt/src/mqtt_influx_backend/main.py → backend/stream_processing/main.py
View file @ 9fc93f71
from dotenv import load_dotenv from dotenv import load_dotenv
import os import os
from mqtt_influx_backend.mQTTClientHandler import MQTTClientHandler from stream_processing.mQTTClientHandler import MQTTClientHandler
from utils.influx import InfluxDBHelper from utils.influx import InfluxDBHelper
load_dotenv() load_dotenv()
def main():
def main():
influx_writer = InfluxDBHelper( influx_writer = InfluxDBHelper(
url=os.getenv("INFLUXDB_URL"), url=os.getenv("INFLUXDB_URL"),
token=os.getenv("INFLUXDB_TOKEN"), token=os.getenv("INFLUXDB_TOKEN"),
......
utils/influx.py → backend/utils/influx.py
View file @ 9fc93f71
...@@ -2,6 +2,7 @@ import os ...@@ -2,6 +2,7 @@ import os
from influxdb_client import InfluxDBClient, Point, WritePrecision from influxdb_client import InfluxDBClient, Point, WritePrecision
from influxdb_client.client.write_api import WriteOptions from influxdb_client.client.write_api import WriteOptions
class InfluxDBHelper: class InfluxDBHelper:
def __init__(self, url: str, token: str, org: str, bucket: str): def __init__(self, url: str, token: str, org: str, bucket: str):
self.client = InfluxDBClient(url=url, token=token, org=org) self.client = InfluxDBClient(url=url, token=token, org=org)
...@@ -9,12 +10,14 @@ class InfluxDBHelper: ...@@ -9,12 +10,14 @@ class InfluxDBHelper:
self.org = org self.org = org
self.query_api = self.client.query_api() self.query_api = self.client.query_api()
# self.write_api = self.client.write_api(write_options=SYNCHRONOUS) good for debug # self.write_api = self.client.write_api(write_options=SYNCHRONOUS) good for debug
self.write_api = self.client.write_api(write_options=WriteOptions(batch_size=1000, flush_interval=10000)) self.write_api = self.client.write_api(
write_options=WriteOptions(batch_size=1000, flush_interval=10000)
def write_point(self, measurement: str, tags: dict, fields: dict, timestamp=None): )
'''
''' def write_point(
self, measurement: str, tags: dict, fields: dict, timestamp=None
):
""" """
point = Point(measurement) point = Point(measurement)
for k, v in tags.items(): for k, v in tags.items():
point.tag(k, v) point.tag(k, v)
...@@ -25,8 +28,7 @@ class InfluxDBHelper: ...@@ -25,8 +28,7 @@ class InfluxDBHelper:
self.write_api.write(bucket=self.bucket, org=self.org, record=point) self.write_api.write(bucket=self.bucket, org=self.org, record=point)
def get_all_data(self): def get_all_data(self):
''' """ """
'''
query = f''' query = f'''
from(bucket: "{self.bucket}") from(bucket: "{self.bucket}")
|> range(start: -20d) |> range(start: -20d)
...@@ -35,8 +37,7 @@ class InfluxDBHelper: ...@@ -35,8 +37,7 @@ class InfluxDBHelper:
return self.query_api.query(org=self.org, query=query) return self.query_api.query(org=self.org, query=query)
def get_latest_room_data(self, room_id: str): def get_latest_room_data(self, room_id: str):
''' """ """
'''
query = f''' query = f'''
from(bucket: "{self.bucket}") from(bucket: "{self.bucket}")
|> range(start: -5m) |> range(start: -5m)
......
mqtt/src/mqtt_influx_backend/loggingFactory.py → backend/utils/loggingFactory.py
View file @ 9fc93f71
...@@ -6,11 +6,11 @@ LOG_DIR = "logs" ...@@ -6,11 +6,11 @@ LOG_DIR = "logs"
LOG_FILE = "app.log" LOG_FILE = "app.log"
LOG_PATH = os.path.join(LOG_DIR, LOG_FILE) LOG_PATH = os.path.join(LOG_DIR, LOG_FILE)
class LoggerFactory:
#logger.info("Connected with result code %s", str(rc)) class LoggerFactory:
#logger.warning("Neue MAC-Adresse gefunden: %s", mac) # logger.info("Connected with result code %s", str(rc))
#logger.error("Failed writing to InfluxDb: %s", e) # logger.warning("Neue MAC-Adresse gefunden: %s", mac)
# logger.error("Failed writing to InfluxDb: %s", e)
@staticmethod @staticmethod
def get_logger(name: str, level=logging.DEBUG) -> logging.Logger: def get_logger(name: str, level=logging.DEBUG) -> logging.Logger:
...@@ -24,11 +24,13 @@ class LoggerFactory: ...@@ -24,11 +24,13 @@ class LoggerFactory:
logger.setLevel(level) logger.setLevel(level)
formatter = logging.Formatter( formatter = logging.Formatter(
'[%(asctime)s] %(levelname)s in %(name)s: %(message)s', "[%(asctime)s] %(levelname)s in %(name)s: %(message)s",
datefmt='%Y-%m-%d %H:%M:%S' datefmt="%Y-%m-%d %H:%M:%S",
) )
file_handler = RotatingFileHandler(LOG_PATH, maxBytes=5_000_000, backupCount=5) file_handler = RotatingFileHandler(
LOG_PATH, maxBytes=5_000_000, backupCount=5
)
file_handler.setFormatter(formatter) file_handler.setFormatter(formatter)
logger.addHandler(file_handler) logger.addHandler(file_handler)
......
backend/uv.lock
View file @ 9fc93f71
...@@ -19,6 +19,7 @@ dependencies = [ ...@@ -19,6 +19,7 @@ dependencies = [
{ name = "django" }, { name = "django" },
{ name = "django-cors-headers" }, { name = "django-cors-headers" },
{ name = "influxdb-client" }, { name = "influxdb-client" },
{ name = "paho-mqtt" },
{ name = "python-dotenv" }, { name = "python-dotenv" },
] ]
...@@ -32,7 +33,8 @@ requires-dist = [ ...@@ -32,7 +33,8 @@ requires-dist = [
{ name = "django", specifier = ">=5.2" }, { name = "django", specifier = ">=5.2" },
{ name = "django-cors-headers", specifier = ">=4.7.0" }, { name = "django-cors-headers", specifier = ">=4.7.0" },
{ name = "influxdb-client", specifier = ">=1.40" }, { name = "influxdb-client", specifier = ">=1.40" },
{ name = "python-dotenv" }, { name = "paho-mqtt", specifier = ">=2.1" },
{ name = "python-dotenv", specifier = ">=1.1" },
] ]
[package.metadata.requires-dev] [package.metadata.requires-dev]
...@@ -90,6 +92,15 @@ wheels = [ ...@@ -90,6 +92,15 @@ wheels = [
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] ]
[[package]]
name = "paho-mqtt"
version = "2.1.0"
source = { registry = "https://pypi.org/simple" }
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[[package]] [[package]]
name = "python-dateutil" name = "python-dateutil"
version = "2.9.0.post0" version = "2.9.0.post0"
...@@ -125,27 +136,27 @@ wheels = [ ...@@ -125,27 +136,27 @@ wheels = [
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mqtt/Dockerfile deleted 100644 → 0
View file @ 9bc7c327
FROM python:3.12-slim
# Arbeitsverzeichnis im Container
WORKDIR /app
# Projektdateien kopieren
COPY . .
# uv installieren
RUN pip install uv
# Installiere Abhängigkeiten aus pyproject.toml
RUN uv pip install . --no-cache-dir --system
# Startkommando
CMD ["uv", "run", "-m", "mqtt_influx_backend.main"]
mqtt/console.txt deleted 100644 → 0
View file @ 9bc7c327
mosquitto_pub -h 172.20.10.12 -t co2/esp32 -m "{
"metadata": {
"timestamp": "2025-04-12T14:22:35Z",
"mac": "AA:BB:CC:DD:EE:FF",
"room": "A123"
},
"co2": 615.3,
"temperature": 21.8,
"humidity": 45.2
}"
mqtt/pyproject.toml deleted 100644 → 0
View file @ 9bc7c327
[project]
name = "mqtt-influx-backend"
version = "0.1.0"
description = "Backend to write MQTT sensor data to InfluxDB"
readme = "README.md"
authors = [
{name = "Patrick Ade", email = "21adpa1bif@hft-stuttgart.de"},
{name = "Morten Stetter", email = "22?stmo1bif@hft-stuttgart.de"},
{name = "Aaron Mele", email = "21meaa1bif@hft-stuttgart.de"},
{name = "Emre Gezer", email = "21geem1bif@hft-stuttgart.de"},
]
maintainers = [
{name = "Max Mustermann", email = "mustermann@example.com"}
]
keywords = ["co2", "sensor", "temperature", "humidity", "monitor", "monitoring", "air quality"]
requires-python = ">=3.10"
dependencies = [
"paho-mqtt",
"influxdb-client",
"python-dotenv",
]
[build-system]
requires = ["setuptools", "wheel"]
build-backend = "setuptools.build_meta"
[tool.setuptools]
package-dir = {"" = "src"}
[tool.setuptools.packages.find]
where = ["src"]
mqtt/uv.lock deleted 100644 → 0
View file @ 9bc7c327
version = 1
revision = 1
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