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DatabaseHandlers.py
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from sqlalchemy import text,create_engine
from pymongo import MongoClient
import logging
logging.basicConfig(encoding='utf-8', level=logging.DEBUG)
import os.path
import time
from datetime import datetime
"""
Handler für den Aufbau und dem Verwalten von Verbindungen mit Datenbanken.
Aktuell nur ein MongoHandler für die MongoDB Datenbank, allerdings steht auch die Option einen Handler für einen anderen DB Typen zu entwickeln.
"""
#TODO SQLAlchemy richtig implementieren, nicht nur einfach mit der billo variante wo die querries als string übergeben werden können.
class SqliteHandler():
dbPath = "/home/user/AutoHausMain/Databases/main.db"
def __init__(self):
self.__engine = create_engine('sqlite:///' + self.dbPath)
self.__insertQuerries = self.genInsertQuerries(self.dbPath)
def __executeQuerry(self,query):
with self.__engine.begin() as conn:
result = conn.execute(text(query))
#return as list
return result
def __executeInsertQuerry(self, query, values):
# Replace ? in query with values; when value is string add ' around it
for value in values:
if isinstance(value, str):
query = query.replace("?", f"'{value}'", 1)
elif isinstance(value, datetime):
query = query.replace("?", f"'{value.strftime('%Y-%m-%d %H:%M:%S')}'", 1)
else:
query = query.replace("?", str(value), 1)
with self.__engine.begin() as conn:
result = conn.execute(text(query))
# return as list
return result
def setupTable(self,name:str,structure:dict):
#dict is like {"time":time,"d1":str,"d2":float,"d3":int}
#create table if not exists
#translate python data types to sql data types
sqlTypes = {
str: "TEXT",
float: "REAL",
int: "INTEGER",
bool: "BOOLEAN",
bytes: "BLOB"
}
for key,value in structure.items():
if(value not in sqlTypes):
structure[key] = "UNKNOWN"
else:
structure[key] = sqlTypes[value]
if("time" not in structure):
structure["time"] = "DATETIME"
#add id to structure as primary key and autoincrement
query = f"CREATE TABLE IF NOT EXISTS {name} (id INTEGER PRIMARY KEY AUTOINCREMENT, " + ",".join([f"{key} {value}" for key,value in structure.items()]) + ")"
self.__executeQuerry(query)
self.__executeQuerry(f'CREATE INDEX IF NOT EXISTS time_index ON {name} (time)')
self.__insertQuerries = self.genInsertQuerries(self.dbPath)
def genInsertQuerries(self,database_name):
table_names = self.__executeQuerry("SELECT name FROM sqlite_master WHERE type='table';")
insert_queries = []
# INSERT-Queries für jede Tabelle generieren
for table in table_names:
table_name = table[0]
if(table_name == "sqlite_sequence"):
continue
# Spaltennamen abrufen
columns = self.__executeQuerry(f"PRAGMA table_info({table_name})")
column_names = [column[1] for column in columns if column[1] != 'id']
# Platzhalter für Werte generieren
value_placeholders = ", ".join(['?'] * len(column_names))
# INSERT-Query für jeden Datensatz generieren
insert_query = f"INSERT INTO {table_name} ({', '.join(column_names)}) VALUES ({value_placeholders})"
# Query zur Liste hinzufügen
insert_queries.append({"name":table_name,"querry":insert_query,"columns":column_names})
return insert_queries
def addIndexToTable(self, table, index):
try:
self.__executeQuerry(f'CREATE INDEX IF NOT EXISTS {index}_index ON {table} ({index})')
return True
except Exception as e:
print(f"Fehler beim Hinzufügen des Indexes zur Tabelle '{table}': {e}")
return False
def checkForIndex(connection, table, index):
try:
index_info = self.__executeQuerry(f"PRAGMA index_info({index}_index)")
print("index_info: ", index_info)
if len(index_info) > 0:
return True
else:
return False
except Exception as e:
print(f"Fehler beim Überprüfen des Indexes '{index}' in der Tabelle '{table}': {e}")
return False
def writeToTable(self,table,data:dict):
# tableData = self.__dictToTable(data)
tableData = data
keys = tuple(tableData.keys())
values = tuple(tableData.values())
#find querry
querry = None
for q in self.__insertQuerries:
if(q["name"] == table):
querry = q
break
if(querry == None):
raise Exception("Table not found")
#check if all keys are in querry
for key in keys:
if(key not in querry["columns"]):
raise Exception(f"Key not in table: {key} not in {querry['columns']}")
#order values in the same order as the columns
values = [tableData[key] for key in querry["columns"]]
#insert data
for q in self.__insertQuerries:
if(q["name"] == table):
self.__executeInsertQuerry(q["querry"],values)
break
def __dictToTable(self,data:dict):
newData = {}
#convert nested dict to un nested dict data:{'a':{'b':1}} -> data:{'a__b':1}. the dict can be nested infinite times
def unnest(data:dict,preKey:str):
for key,value in data.items():
if(isinstance(value,dict)):
unnest(value,preKey+key+"__")
else:
newData[preKey+key] = value
unnest(data,"")
return newData
def __tableToDict(self, data: dict):
newData = {}
def nest_dict(key_value):
key, value = key_value
keys = key.split("__")
current_dict = newData
for k in keys[:-1]:
if k not in current_dict or not isinstance(current_dict[k], dict):
current_dict[k] = {}
current_dict = current_dict[k]
current_dict[keys[-1]] = value
for key, value in data.items():
nest_dict((key, value))
return newData
def getDataFromTable(self,table:str,length:int):
#TODO: implement filter
returnCursor = self.__executeQuerry(f"SELECT * FROM {table} ORDER BY id DESC LIMIT {length}")
#get column names from returnCursor
columnNames = returnCursor.keys()
#return data as list of dicts
returnData = []
for row in returnCursor:
element = dict(zip(columnNames,row))
if("time" in element):
element["time"] = datetime.strptime(element["time"], '%Y-%m-%d %H:%M:%S')
returnData.append(element)
return returnData
def getDataByTimeSpan(self, table:str, startTime:str, endTime:str):
#TODO: implement filter
returnCursor = self.__executeQuerry(f"SELECT * FROM {table} WHERE time BETWEEN '{startTime}' AND '{endTime}' ORDER BY id DESC")
#get column names from returnCursor
columnNames = returnCursor.keys()
#return data as list of dicts
returnData = []
for row in returnCursor:
obj = dict(zip(columnNames,row))
timeObj = datetime.strptime(obj["time"], '%Y-%m-%d %H:%M:%S')
obj["time"] = timeObj
returnData.append(obj)
return returnData
def listTables(self):
self.__cursor.execute("SELECT name FROM sqlite_master WHERE type='table';")
#return as list
return [table[0] for table in self.__cursor.fetchall()]
def getTableSize(self, table):
query = f"SELECT COUNT(*) AS length FROM {table}"
ret = self.__executeQuerry(query)
returnData = []
for r in ret:
returnData.append(r)
return returnData[0][0]
class MongoHandler():
"""
Handler für die lokale MongoDB Datenbank
Für weitere Anleitungen: https://www.w3schools.com/python/python_mongodb_getstarted.asp
"""
def __init__(self):
self.client = MongoClient('mongodb://localhost:27017/')
self.__db = self.client.main
self.protectedCollections = ["pins","radioDevices"]
def getPin(self,pinID):
pins = self.__db.pins
return pins.find_one({'pinID':pinID})
def getAllPins(self, mode="all", order=1):
"""Gibt alle Pins aus der Datenbank wieder
mode = [all|I2C] Standard "all"
Filtert nach dem Modus des Pins
order =[1|-1] Standard 1
Sortiert nach der Pin-Nummer aufsteigned(1) oder absteigend(-1)
"""
pins = self.__db.pins
if(mode == "all"):
ret =pins.find({},{ "field_to_exclude": 0 })
else:
ret =pins.find(filter={"mode":mode},projection={ "_id": 0 })
return ret.sort("pinID",order)
def writeToCollection(self,collection,data):
if(collection in self.protectedCollections):
print(f"Collection {collection} ist nicht editierbar!")
return False
self.__db[collection].insert_one(data)
def addSensor(self,name:str,pinID:int,sensorClass:str,intervall:float=1.0,active:bool=True):
# if(os.path.isfile(script) == False):
# debugger.error(f"'{script}' existiert nicht!(Gebe den Pfad des skriptes an)")
# return False
filter = {"name":name}
if(self.__db.sensors.find_one(filter) != None):
logging.error(f"Der Name {name} existiert bereits!")
return False
self.__db.sensors.insert_one({"active":active,"name":name,"pinID":pinID,"class":sensorClass,"intervall":intervall})
return True
def getAllSensors(self,filter={}):
sensors = self.__db.sensors
return sensors.find(filter)
def getSensors(self,active:bool=True):
filter = {"active":True}
sensors = self.__db.sensors
return sensors.find(filter)
def getSinlgeSensor(self,filter):
sensors = self.__db.sensors
return sensors.find_one(filter)
def addActuator(self,name:str,type:str,collection:str,config:dict,active:bool=True):
filter = {"name":name}
if(self.__db.actuators.find_one(filter) != None):
logging.error(f"Der Name {name} existiert bereits!")
return False
self.__db.actuators.insert_one({"active":active,"name":name,"type":type,"collection":collection,"config":config})
return True
def getActuators(self,active:bool=True):
filter = {"active":True}
actuators = self.__db.actuators
return actuators.find(filter)
def getAllActuators(self):
actuators = self.__db.actuators
return actuators.find()
def getSingleActuator(self,filter):
actuators = self.__db.actuators
return actuators.find_one(filter)
def addLogic(self,name,controller:str,inputs:list[dict],outputs:list[dict],active:bool=True):
filter = {"name":name}
if(self.__db.logics.find_one(filter) != None):
logging.error(f"Der Name {name} existiert bereits!")
return False
self.__db.logics.insert_one({"active":active,"name":name,"controller":controller,"inputs":inputs,"outputs":outputs})
return True
def getAllLogics(self):
return self.__db.logics.find()
def getDataFromCollection(self,collection:str,length:int):
data = self.__db[collection].find({}, {"_id": 0}).sort("time",-1).limit(length)
return data
def getAllCollections(self):
return self.__db.list_collection_names()
def getDataStackSize(self,collection):
return self.__db[collection].count_documents({})
if __name__ == "__main__":
sqliteHandler = SqliteHandler()
data = sqliteHandler.getDataByTimeSpan(table="Sinus1",startTime="2023-08-13 00:00:00",endTime="2023-08-15 00:00:00")
print(data)
#print(sqliteHandler.find("test",{"d1":"testStuff"}))