Refactor chargepoint logic
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This commit is contained in:
Oliver Traber 2024-07-25 20:59:40 +02:00
parent 21c8c2c52c
commit ae2fe763f1
Signed by: Bluemedia
GPG key ID: C0674B105057136C
8 changed files with 335 additions and 241 deletions

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@ -1,85 +1,27 @@
from datetime import datetime, UTC from datetime import datetime, UTC
import os import os
from uuid import UUID
from ocpp.routing import on, after from ocpp.routing import on, after
from ocpp.v201 import ChargePoint as cp from ocpp.v201 import ChargePoint as cp
from ocpp.v201 import call_result from ocpp.v201 import call_result
from ocpp.v201.datatypes import IdTokenInfoType, IdTokenType from ocpp.v201.enums import Action, RegistrationStatusType, TransactionEventType
from ocpp.v201.enums import Action, RegistrationStatusType, AuthorizationStatusType, IdTokenType as IdTokenEnumType, TransactionEventType
from ocpp.v201.call import GetBaseReportPayload from ocpp.v201.call import GetBaseReportPayload
from app.database import SessionLocal from app.services import (
from app.models.chargepoint import ChargePoint as DbChargePoint variable_service,
from app.models.connector import Connector as DbConnector id_token_service,
from app.models.id_token import IdToken as DbIdToken chargepoint_service,
from app.models.transaction import Transaction as DbTransaction transaction_service
from app.models.meter_value import MeterValue as DbMeterValue )
from app.schemas.connector import ConnectorStatus
from app.schemas.transaction import TransactionStatus, TransactionEventTriggerReason
from app.schemas.meter_value import Measurand, PhaseType
from app.ocpp_proto.variable_manager import create_or_update_variable
class ChargePoint(cp): class ChargePoint(cp):
async def __update_last_seen(self):
with SessionLocal() as db:
db_chargepoint = db.query(DbChargePoint).filter(DbChargePoint.identity == self.id).first()
db_chargepoint.last_seen = datetime.now(UTC)
db.commit()
async def __get_id_token_info(self, id_token):
owner_id = None
if id_token["type"] not in ["ISO14443", "ISO15693"]:
return IdTokenInfoType(
status=AuthorizationStatusType.invalid
), owner_id
with SessionLocal() as db:
db_id_token = db.query(DbIdToken).filter(DbIdToken.token == id_token["id_token"]).first()
if db_id_token == None:
id_token_info = IdTokenInfoType(
status=AuthorizationStatusType.unknown
)
db_chargepoint = db.query(DbChargePoint).filter(DbChargePoint.identity == self.id).first()
# Learn token if requested
if db_chargepoint.learn_user_id != None:
if db_chargepoint.learn_until.timestamp() > datetime.now(UTC).timestamp():
db_id_token = DbIdToken()
db_id_token.friendly_name = "New token learned by {}".format(self.id)
db_id_token.is_active = True
db_id_token.owner_id = db_chargepoint.learn_user_id
db_id_token.token = id_token["id_token"]
db.add(db_id_token)
id_token_info=IdTokenInfoType(
status=AuthorizationStatusType.accepted
)
owner_id = db_id_token.owner_id
db_chargepoint.learn_user_id = None
db_chargepoint.learn_until = None
db.commit()
else:
owner_id = db_id_token.owner_id
if db_id_token.is_active == False:
id_token_info=IdTokenInfoType(
status=AuthorizationStatusType.blocked
)
else:
id_token_info=IdTokenInfoType(
status=AuthorizationStatusType.accepted
)
return id_token_info, owner_id
@on(Action.BootNotification) @on(Action.BootNotification)
async def on_boot_notification(self, charging_station, **kwargs): async def on_boot_notification(self, charging_station, **kwargs):
with SessionLocal() as db: await chargepoint_service.update_attributes(
db_chargepoint = db.query(DbChargePoint).filter(DbChargePoint.identity == self.id).first() chargepoint_identity=self.id,
db_chargepoint.last_seen = datetime.now(UTC) charging_station=charging_station
for key in charging_station.keys(): )
if key in db_chargepoint.__dict__:
setattr(db_chargepoint, key, charging_station[key])
db.commit()
return call_result.BootNotificationPayload( return call_result.BootNotificationPayload(
current_time=datetime.now(UTC).isoformat(), current_time=datetime.now(UTC).isoformat(),
interval=int(os.getenv("CS_HEARTBEAT_INTERVAL", "1800")), interval=int(os.getenv("CS_HEARTBEAT_INTERVAL", "1800")),
@ -92,52 +34,36 @@ class ChargePoint(cp):
@on(Action.NotifyReport) @on(Action.NotifyReport)
async def on_notify_report(self, report_data, **kwargs): async def on_notify_report(self, report_data, **kwargs):
with SessionLocal() as db:
db_chargepoint = db.query(DbChargePoint).filter(DbChargePoint.identity == self.id).first()
for entry in report_data: for entry in report_data:
await create_or_update_variable( await variable_service.create_or_update_variable(
chargepoint_id=db_chargepoint.id, chargepoint_identity=self.id,
report_data=entry report_entry=entry
) )
return call_result.NotifyReportPayload() return call_result.NotifyReportPayload()
@on(Action.Heartbeat) @on(Action.Heartbeat)
async def on_heartbeat_request(self): async def on_heartbeat_request(self):
await self.__update_last_seen()
return call_result.HeartbeatPayload( return call_result.HeartbeatPayload(
current_time=datetime.now(UTC).isoformat() current_time=datetime.now(UTC).isoformat()
) )
@after(Action.Heartbeat)
async def after_heartbeat_request(self):
await chargepoint_service.update_last_seen(chargepoint_identity=self.id)
@on(Action.StatusNotification) @on(Action.StatusNotification)
async def on_status_notification(self, evse_id: int, connector_id: int, connector_status: str, **kwargs): async def on_status_notification(self, evse_id: int, connector_id: int, connector_status: str, **kwargs):
with SessionLocal() as db: await chargepoint_service.create_or_update_connector(
db_chargepoint = db.query(DbChargePoint).filter(DbChargePoint.identity == self.id).first() chargepoint_identity=self.id,
db_chargepoint.last_seen = datetime.now(UTC) evse_id=evse_id,
connector_id=connector_id,
db_connector = db.query(DbConnector).filter( connector_status=connector_status
DbConnector.chargepoint_id == db_chargepoint.id,
DbConnector.evse == evse_id,
DbConnector.index == connector_id
).first()
if db_connector == None:
db_connector = DbConnector(
chargepoint_id = db_chargepoint.id,
evse = evse_id,
index = connector_id,
status = ConnectorStatus(connector_status)
) )
db.add(db_connector)
else:
db_connector.status = ConnectorStatus(connector_status)
db.commit()
return call_result.StatusNotificationPayload() return call_result.StatusNotificationPayload()
@on(Action.Authorize) @on(Action.Authorize)
async def on_authorize(self, id_token, **kwargs): async def on_authorize(self, id_token, **kwargs):
await self.__update_last_seen() id_token_info, _ = await id_token_service.get_id_token_info(chargepoint_id=self.id, id_token=id_token)
id_token_info, _ = await self.__get_id_token_info(id_token)
return call_result.AuthorizePayload(id_token_info) return call_result.AuthorizePayload(id_token_info)
@on(Action.TransactionEvent) @on(Action.TransactionEvent)
@ -149,86 +75,39 @@ class ChargePoint(cp):
transaction_info, transaction_info,
**kwargs **kwargs
): ):
if "id_token" in kwargs.keys():
id_token_info, token_owner_id = await self.__get_id_token_info(kwargs['id_token'])
with SessionLocal() as db: if "id_token" in kwargs.keys():
chargepoint = db.query(DbChargePoint).filter(DbChargePoint.identity == self.id).first() id_token_info, token_owner_id = await id_token_service.get_id_token_info(chargepoint_id=self.id, id_token=kwargs['id_token'])
chargepoint.last_seen = datetime.now(UTC) else:
id_token_info = None
token_owner_id = None
if event_type == str(TransactionEventType.started): if event_type == str(TransactionEventType.started):
meter_start=0 await transaction_service.create_transaction(
if "meter_value" in kwargs.keys(): chargepoint_identity=self.id,
for meter_value_entry in kwargs['meter_value']: user_id=token_owner_id,
for sampled_value in meter_value_entry['sampled_value']: timestamp=datetime.fromisoformat(timestamp),
if "measurand" in sampled_value.keys(): transaction_info=transaction_info,
if sampled_value['measurand'] == str(Measurand.ENERGY_ACTIVE_IMPORT_REGISTER): transaction_data=kwargs
meter_start = sampled_value['value']
else:
meter_start = sampled_value['value']
transaction = DbTransaction(
id=transaction_info["transaction_id"],
status=TransactionStatus.ONGOING,
started_at=datetime.fromisoformat(timestamp),
meter_start=meter_start,
price=chargepoint.price,
chargepoint_id=chargepoint.id
) )
if "id_token" in kwargs.keys():
if id_token_info.status == AuthorizationStatusType.accepted:
transaction.user_id = token_owner_id
db.add(transaction)
elif event_type == str(TransactionEventType.updated): elif event_type == str(TransactionEventType.updated):
transaction = db.get(DbTransaction, transaction_info["transaction_id"]) await transaction_service.update_transaction(
if transaction != None: transaction_id=transaction_info["transaction_id"],
if transaction.status == TransactionStatus.ONGOING: transaction_data=kwargs
if "meter_value" in kwargs.keys(): )
for meter_value_entry in kwargs['meter_value']:
timestamp = datetime.fromisoformat(meter_value_entry['timestamp'])
for sampled_value in meter_value_entry['sampled_value']:
db_meter_value = DbMeterValue()
db_meter_value.transaction_id = transaction.id
db_meter_value.timestamp = timestamp
if "measurand" in sampled_value.keys():
db_meter_value.measurand = Measurand(sampled_value['measurand'])
else:
db_meter_value.measurand = Measurand.ENERGY_ACTIVE_IMPORT_REGISTER
if "phase" in sampled_value.keys():
db_meter_value.phase_type = PhaseType(sampled_value['phase'])
if "unit_of_measure" in sampled_value.keys():
if "unit" in sampled_value['unit_of_measure']:
db_meter_value.unit = sampled_value['unit_of_measure']['unit']
else:
db_meter_value.unit = "Wh"
db_meter_value.value = sampled_value['value']
db.add(db_meter_value)
if "id_token" in kwargs.keys():
if id_token_info.status == AuthorizationStatusType.accepted:
transaction.user_id = token_owner_id
elif event_type == str(TransactionEventType.ended): elif event_type == str(TransactionEventType.ended):
transaction = db.get(DbTransaction, transaction_info["transaction_id"]) await transaction_service.end_transaction(
if transaction != None: transaction_id=transaction_info["transaction_id"],
transaction.status = TransactionStatus.ENDED timestamp=datetime.fromisoformat(timestamp),
transaction.ended_at = datetime.fromisoformat(timestamp) trigger_reason=trigger_reason,
transaction.end_reason = TransactionEventTriggerReason(trigger_reason) transaction_data=kwargs,
meter_end=0 user_id=token_owner_id
if "meter_value" in kwargs.keys(): )
for meter_value_entry in kwargs['meter_value']:
for sampled_value in meter_value_entry['sampled_value']:
if "measurand" in sampled_value.keys():
if sampled_value['measurand'] == str(Measurand.ENERGY_ACTIVE_IMPORT_REGISTER):
meter_end = sampled_value['value']
else:
meter_end = sampled_value['value']
transaction.meter_end = meter_end
if "id_token" in kwargs.keys():
if id_token_info.status == AuthorizationStatusType.accepted:
transaction.user_id = token_owner_id
db.commit()
if "id_token" in kwargs.keys(): if id_token_info == None:
return call_result.TransactionEventPayload(id_token_info=id_token_info)
return call_result.TransactionEventPayload() return call_result.TransactionEventPayload()
else:
return call_result.TransactionEventPayload(id_token_info=id_token_info)
@on(Action.MeterValues) @on(Action.MeterValues)
async def on_meter_values(self, **kwargs): async def on_meter_values(self, **kwargs):

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@ -1,64 +0,0 @@
from decimal import Decimal
from uuid import UUID
from app.database import SessionLocal
from app.models.chargepoint_variable import ChargepointVariable as DbChargepointVariable
from app.schemas.chargepoint_variable import AttributeType, DataType, MutabilityType
async def create_or_update_variable(chargepoint_id: UUID, report_data):
with SessionLocal() as db:
for variable_attribute in report_data['variable_attribute']:
query = db.query(DbChargepointVariable).filter(
DbChargepointVariable.chargepoint_id == chargepoint_id,
DbChargepointVariable.component_name == report_data['component']['name'],
DbChargepointVariable.name == report_data['variable']['name']
)
if "instance" in report_data['component'].keys():
query = query.filter(DbChargepointVariable.component_instance == report_data['component']['instance'])
if "evse" in report_data['component'].keys():
query = query.filter(DbChargepointVariable.evse == report_data['component']['evse']['id'])
if "connectorId" in report_data['component']['evse'].keys():
query = query.filter(DbChargepointVariable.connector_id == report_data['component']['evse']['connectorId'])
if "type" in variable_attribute.keys():
query = query.filter(DbChargepointVariable.type == AttributeType(variable_attribute['type']))
else:
query = query.filter(DbChargepointVariable.type == AttributeType.ACTUAL)
db_variable = query.first()
if db_variable == None:
db_variable = DbChargepointVariable()
db_variable.chargepoint_id = chargepoint_id
db_variable.component_name = report_data['component']['name']
db_variable.name = report_data['variable']['name']
if "value" in variable_attribute.keys():
db_variable.value = variable_attribute['value']
if "instance" in report_data['component'].keys():
db_variable.component_instance = report_data['component']['instance']
if "evse" in report_data['component'].keys():
db_variable.evse = report_data['component']['evse']['id']
if "connector_id" in report_data['component']['evse'].keys():
db_variable.connector_id = report_data['component']['evse']['connector_id']
if "constant" in variable_attribute.keys():
db_variable.constant = variable_attribute['constant']
if "persistent" in variable_attribute.keys():
db_variable.constant = variable_attribute['persistent']
if "mutability" in variable_attribute.keys():
db_variable.mutability = MutabilityType(variable_attribute['mutability'])
if "type" in variable_attribute.keys():
db_variable.type = AttributeType(variable_attribute['type'])
if "variable_characteristics" in report_data.keys():
db_variable.data_type = DataType(report_data['variable_characteristics']['data_type'])
if "min_limit" in report_data['variable_characteristics'].keys():
db_variable.min_limit = Decimal(report_data['variable_characteristics']['min_limit'])
if "max_limit" in report_data['variable_characteristics'].keys():
db_variable.max_limit = Decimal(report_data['variable_characteristics']['max_limit'])
if "unit" in report_data['variable_characteristics'].keys():
db_variable.unit = report_data['variable_characteristics']['unit']
if "values_list" in report_data['variable_characteristics'].keys():
db_variable.values_list = report_data['variable_characteristics']['values_list']
db.add(db_variable)
else:
if "value" in variable_attribute.keys():
db_variable.value = variable_attribute['value']
db.commit()

0
app/services/__init__.py Normal file
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@ -0,0 +1,46 @@
from datetime import datetime, UTC
from app.database import SessionLocal
from app.models.chargepoint import ChargePoint
from app.models.connector import Connector
from app.schemas.connector import ConnectorStatus
async def update_last_seen(chargepoint_identity: str):
with SessionLocal() as db:
db_chargepoint = db.query(ChargePoint).filter(ChargePoint.identity == chargepoint_identity).first()
db_chargepoint.last_seen = datetime.now(UTC)
db.commit()
async def update_attributes(chargepoint_identity: str, charging_station):
with SessionLocal() as db:
db_chargepoint = db.query(ChargePoint).filter(ChargePoint.identity == chargepoint_identity).first()
for key in charging_station.keys():
if key in db_chargepoint.__dict__:
setattr(db_chargepoint, key, charging_station[key])
db.commit()
async def create_or_update_connector(
chargepoint_identity: str,
evse_id: int,
connector_id: int,
connector_status: str
):
with SessionLocal() as db:
db_chargepoint = db.query(ChargePoint).filter(ChargePoint.identity == chargepoint_identity).first()
db_connector = db.query(Connector).filter(
Connector.chargepoint_id == db_chargepoint.id,
Connector.evse == evse_id,
Connector.index == connector_id
).first()
if db_connector == None:
db_connector = Connector(
chargepoint_id = db_chargepoint.id,
evse = evse_id,
index = connector_id,
status = ConnectorStatus(connector_status)
)
db.add(db_connector)
else:
db_connector.status = ConnectorStatus(connector_status)
db.commit()

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@ -0,0 +1,51 @@
from datetime import datetime, UTC
from ocpp.v201.datatypes import IdTokenInfoType
from ocpp.v201.enums import AuthorizationStatusType
from app.database import SessionLocal
from app.models.id_token import IdToken
from app.models.chargepoint import ChargePoint
async def get_id_token_info(chargepoint_id: str, id_token: str):
owner_id = None
if id_token["type"] not in ["ISO14443", "ISO15693"]:
return IdTokenInfoType(
status=AuthorizationStatusType.invalid
), owner_id
with SessionLocal() as db:
db_id_token = db.query(IdToken).filter(IdToken.token == id_token["id_token"]).first()
if db_id_token == None:
id_token_info = IdTokenInfoType(
status=AuthorizationStatusType.unknown
)
db_chargepoint = db.query(ChargePoint).filter(ChargePoint.identity == chargepoint_id).first()
# Learn token if requested
if db_chargepoint.learn_user_id != None:
if db_chargepoint.learn_until.timestamp() > datetime.now(UTC).timestamp():
db_id_token = IdToken()
db_id_token.friendly_name = "New token learned by {}".format(chargepoint_id)
db_id_token.is_active = True
db_id_token.owner_id = db_chargepoint.learn_user_id
db_id_token.token = id_token["id_token"]
db.add(db_id_token)
id_token_info=IdTokenInfoType(
status=AuthorizationStatusType.accepted
)
owner_id = db_id_token.owner_id
db_chargepoint.learn_user_id = None
db_chargepoint.learn_until = None
db.commit()
else:
owner_id = db_id_token.owner_id
if db_id_token.is_active == False:
id_token_info=IdTokenInfoType(
status=AuthorizationStatusType.blocked
)
else:
id_token_info=IdTokenInfoType(
status=AuthorizationStatusType.accepted
)
return id_token_info, owner_id

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@ -0,0 +1,30 @@
from datetime import datetime
from uuid import UUID
from app.database import SessionLocal
from app.models.meter_value import MeterValue
from app.schemas.meter_value import Measurand, PhaseType
async def create_meter_value(transaction_id: UUID, meter_value_data):
with SessionLocal() as db:
timestamp = datetime.fromisoformat(meter_value_data['timestamp'])
for sampled_value in meter_value_data['sampled_value']:
db_meter_value = MeterValue()
db_meter_value.transaction_id = transaction_id
db_meter_value.timestamp = timestamp
if "measurand" in sampled_value.keys():
db_meter_value.measurand = Measurand(sampled_value['measurand'])
else:
db_meter_value.measurand = Measurand.ENERGY_ACTIVE_IMPORT_REGISTER
if "phase" in sampled_value.keys():
db_meter_value.phase_type = PhaseType(sampled_value['phase'])
if "unit_of_measure" in sampled_value.keys():
if "unit" in sampled_value['unit_of_measure']:
db_meter_value.unit = sampled_value['unit_of_measure']['unit']
else:
db_meter_value.unit = "Wh"
db_meter_value.value = sampled_value['value']
db.add(db_meter_value)
db.commit()

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@ -0,0 +1,86 @@
from datetime import datetime
from typing import Optional
from uuid import UUID
from app.database import SessionLocal
from app.models.chargepoint import ChargePoint
from app.models.transaction import Transaction
from app.schemas.meter_value import Measurand
from app.schemas.transaction import TransactionEventTriggerReason, TransactionStatus
from app.services import meter_value_service
async def create_transaction(
chargepoint_identity: str,
user_id: UUID,
timestamp: datetime,
transaction_info,
transaction_data
):
with SessionLocal() as db:
chargepoint = db.query(ChargePoint).filter(ChargePoint.identity == chargepoint_identity).first()
meter_start=0
if "meter_value" in transaction_data.keys():
for meter_value_entry in transaction_data['meter_value']:
for sampled_value in meter_value_entry['sampled_value']:
if "measurand" in sampled_value.keys():
if sampled_value['measurand'] == str(Measurand.ENERGY_ACTIVE_IMPORT_REGISTER):
meter_start = sampled_value['value']
else:
meter_start = sampled_value['value']
transaction = Transaction(
id=transaction_info["transaction_id"],
status=TransactionStatus.ONGOING,
started_at=timestamp,
meter_start=meter_start,
price=chargepoint.price,
chargepoint_id=chargepoint.id,
user_id=user_id
)
db.add(transaction)
db.commit()
async def update_transaction(
transaction_id: str,
transaction_data
):
with SessionLocal() as db:
transaction = db.get(Transaction, transaction_id)
if transaction != None:
if transaction.status == TransactionStatus.ONGOING:
if "meter_value" in transaction_data.keys():
for meter_value_entry in transaction_data['meter_value']:
await meter_value_service.create_meter_value(
transaction_id=transaction.id,
meter_value_data=meter_value_entry
)
async def end_transaction(
transaction_id: str,
timestamp: datetime,
trigger_reason: str,
transaction_data,
user_id: Optional[UUID]
):
with SessionLocal() as db:
transaction = db.get(Transaction, transaction_id)
if transaction != None:
meter_end=0
if "meter_value" in transaction_data.keys():
for meter_value_entry in transaction_data['meter_value']:
for sampled_value in meter_value_entry['sampled_value']:
if "measurand" in sampled_value.keys():
if sampled_value['measurand'] == str(Measurand.ENERGY_ACTIVE_IMPORT_REGISTER):
meter_end = sampled_value['value']
else:
meter_end = sampled_value['value']
transaction.status = TransactionStatus.ENDED
transaction.ended_at = timestamp
transaction.end_reason = TransactionEventTriggerReason(trigger_reason)
transaction.meter_end = meter_end
if user_id != None:
transaction.user_id = user_id
db.commit()

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from decimal import Decimal
from app.database import SessionLocal
from app.models.chargepoint import ChargePoint
from app.models.chargepoint_variable import ChargepointVariable
from app.schemas.chargepoint_variable import AttributeType, DataType, MutabilityType
async def create_or_update_variable(chargepoint_identity: str, report_entry):
with SessionLocal() as db:
db_chargepoint = db.query(ChargePoint).filter(ChargePoint.identity == chargepoint_identity).first()
for variable_attribute in report_entry['variable_attribute']:
query = db.query(ChargepointVariable).filter(
ChargepointVariable.chargepoint_id == db_chargepoint.id,
ChargepointVariable.component_name == report_entry['component']['name'],
ChargepointVariable.name == report_entry['variable']['name']
)
if "instance" in report_entry['component'].keys():
query = query.filter(ChargepointVariable.component_instance == report_entry['component']['instance'])
if "evse" in report_entry['component'].keys():
query = query.filter(ChargepointVariable.evse == report_entry['component']['evse']['id'])
if "connectorId" in report_entry['component']['evse'].keys():
query = query.filter(ChargepointVariable.connector_id == report_entry['component']['evse']['connectorId'])
if "type" in variable_attribute.keys():
query = query.filter(ChargepointVariable.type == AttributeType(variable_attribute['type']))
else:
query = query.filter(ChargepointVariable.type == AttributeType.ACTUAL)
db_variable = query.first()
if db_variable == None:
db_variable = ChargepointVariable()
db_variable.chargepoint_id = db_chargepoint.id
db_variable.component_name = report_entry['component']['name']
db_variable.name = report_entry['variable']['name']
if "value" in variable_attribute.keys():
db_variable.value = variable_attribute['value']
if "instance" in report_entry['component'].keys():
db_variable.component_instance = report_entry['component']['instance']
if "evse" in report_entry['component'].keys():
db_variable.evse = report_entry['component']['evse']['id']
if "connector_id" in report_entry['component']['evse'].keys():
db_variable.connector_id = report_entry['component']['evse']['connector_id']
if "constant" in variable_attribute.keys():
db_variable.constant = variable_attribute['constant']
if "persistent" in variable_attribute.keys():
db_variable.constant = variable_attribute['persistent']
if "mutability" in variable_attribute.keys():
db_variable.mutability = MutabilityType(variable_attribute['mutability'])
if "type" in variable_attribute.keys():
db_variable.type = AttributeType(variable_attribute['type'])
if "variable_characteristics" in report_entry.keys():
db_variable.data_type = DataType(report_entry['variable_characteristics']['data_type'])
if "min_limit" in report_entry['variable_characteristics'].keys():
db_variable.min_limit = Decimal(report_entry['variable_characteristics']['min_limit'])
if "max_limit" in report_entry['variable_characteristics'].keys():
db_variable.max_limit = Decimal(report_entry['variable_characteristics']['max_limit'])
if "unit" in report_entry['variable_characteristics'].keys():
db_variable.unit = report_entry['variable_characteristics']['unit']
if "values_list" in report_entry['variable_characteristics'].keys():
db_variable.values_list = report_entry['variable_characteristics']['values_list']
db.add(db_variable)
else:
if "value" in variable_attribute.keys():
db_variable.value = variable_attribute['value']
db.commit()