Exemplo n.º 1
0
 def get_last_n_saved_since(self, energy_device_id, since_ts, n=-1):
     db_session = DbSession()
     edmm = None
     try:
         if n == -1:
             edmm = db_session.query(EnergyDeviceMeasureModel) \
                              .filter(EnergyDeviceMeasureModel.energy_device_id == energy_device_id) \
                              .filter(EnergyDeviceMeasureModel.created_at >= self.date_str_to_datetime(since_ts)) \
                              .order_by(desc(EnergyDeviceMeasureModel.created_at)) \
                              .all()
         else:
             edmm = db_session.query(EnergyDeviceMeasureModel) \
                              .filter(EnergyDeviceMeasureModel.energy_device_id == energy_device_id) \
                              .filter(EnergyDeviceMeasureModel.created_at >= self.date_str_to_datetime(since_ts)) \
                              .order_by(desc(EnergyDeviceMeasureModel.created_at)) \
                              .limit(n) \
                              .all()
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         # Nothing to roll back
         self.__logger.error(
             "Could not query from {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 self.__tablename__))
     return edmm
Exemplo n.º 2
0
 def get_specific_charge_session(energy_device_id, rfid, km, end_value,
                                 tariff) -> ChargeSessionModel | None:
     db_session = DbSession()
     csm = None
     try:
         csm = db_session.query(ChargeSessionModel) \
                         .filter(ChargeSessionModel.energy_device_id == energy_device_id) \
                         .filter(ChargeSessionModel.rfid == rfid) \
                         .filter(ChargeSessionModel.km == km) \
                         .filter(ChargeSessionModel.end_value == end_value) \
                         .filter(ChargeSessionModel.end_time != None) \
                         .filter(ChargeSessionModel.tariff == tariff) \
                         .first()
     except InvalidRequestError as e:
         ChargeSessionModel.__cleanupDbSession(db_session,
                                               ChargeSessionModel.__class__)
     except:
         # Nothing to roll back
         ChargeSessionModel.logger.error(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__))
     return csm
Exemplo n.º 3
0
 def get_latest_charge_session(device,
                               rfid=None) -> ChargeSessionModel | None:
     db_session = DbSession()
     # Build query to get id of latest chargesession for this device.
     qry_latest_id = db_session.query(func.max(ChargeSessionModel.id)) \
                               .filter(ChargeSessionModel.energy_device_id == device)
     # If rfid is specified, expand the query with a filter on rfid.
     if rfid is not None:
         qry_latest_id = qry_latest_id.filter(
             ChargeSessionModel.rfid == str(rfid))
     #  Now query the ChargeSession that we're interested in (latest for device or latest for device AND rfid).
     latest_charge_session = None
     try:
         latest_charge_session = db_session.query(ChargeSessionModel) \
                                           .filter(ChargeSessionModel.id == qry_latest_id) \
                                           .first()
     except InvalidRequestError as e:
         ChargeSessionModel.__cleanupDbSession(db_session,
                                               ChargeSessionModel.__class__)
     except Exception as e:
         # Nothing to roll back
         ChargeSessionModel.logger.error(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__))
     return latest_charge_session
Exemplo n.º 4
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 def get_usage_since(self, energy_device_id, since_ts):
     self.__logger.debug(
         "get_usage_since() energy_device_id {} since_ts {}".format(
             energy_device_id, str(since_ts)))
     db_session = DbSession()
     energy_at_ts = 0
     try:
         energy_at_ts = db_session.query(EnergyDeviceMeasureModel) \
                                 .filter(EnergyDeviceMeasureModel.energy_device_id == energy_device_id) \
                                 .filter(EnergyDeviceMeasureModel.created_at <= since_ts) \
                                 .order_by(desc(EnergyDeviceMeasureModel.created_at)) \
                                 .first()
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         # Nothing to roll back
         self.__logger.error(
             "Could not query from {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 self.__tablename__))
     energy_now = self.get_last_saved(energy_device_id)
     if energy_now is None or energy_at_ts is None:
         self.__logger.warn(
             'get_usage_since() - could not get data from database')
         return 0
     energy_used = round(
         (energy_now.kw_total - energy_at_ts.kw_total) * 10) / 10
     self.__logger.debug('get_usage_since() - since {} usage {}kWh'.format(
         since_ts.strftime("%d/%m/%Y, %H:%M:%S"), energy_used))
     return energy_used
Exemplo n.º 5
0
 def get_time_of_kwh(energy_device_id, kw_total):
     db_session = DbSession()
     edmm = None
     try:
         edmm = db_session.query(EnergyDeviceMeasureModel) \
                          .filter(EnergyDeviceMeasureModel.energy_device_id == energy_device_id) \
                          .filter(EnergyDeviceMeasureModel.kw_total == kw_total) \
                          .filter(EnergyDeviceMeasureModel.a_l1 == 0) \
                          .filter(EnergyDeviceMeasureModel.a_l2 == 0) \
                          .filter(EnergyDeviceMeasureModel.a_l3 == 0) \
                          .order_by(EnergyDeviceMeasureModel.created_at.asc()) \
                          .first()
     except InvalidRequestError as e:
         EnergyDeviceMeasureModel.__cleanupDbSession(
             db_session, self.__class__.__name__)
     except Exception as e:
         # Nothing to roll back
         EnergyDeviceMeasureModel.__logger.error(
             "Could not query from {} table in database".format(
                 EnergyDeviceMeasureModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 EnergyDeviceMeasureModel.__tablename__))
     return edmm.created_at if edmm is not None else None
Exemplo n.º 6
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 def save(self):
     self.logger.debug(".save()")
     db_session = DbSession()
     # Prevent expiration after the session is closed or object is made transient or disconnected
     db_session.expire_on_commit = False
     try:
         # No need to 'add', committing this class
         db_session.add(self)
         db_session.commit()
         # Keep it detached
         make_transient(self)
         make_transient_to_detached(self)
     except InvalidRequestError as e:
         self.logger.error(
             ".save() - Could not commit to {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         db_session.rollback()
         self.logger.error(
             ".save() - Could not commit to {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not commit to {} table in database".format(
                 self.__tablename__))
Exemplo n.º 7
0
    def get_open_charge_session_for_device(
            device) -> ChargeSessionModel | None:
        db_session = DbSession()

        open_charge_session_for_device = None
        try:
            # Build query to get id of latest chargesession for this device.
            open_charge_session_for_device = db_session.query(ChargeSessionModel) \
                            .filter(ChargeSessionModel.energy_device_id == device) \
                            .filter(ChargeSessionModel.end_time == None) \
                            .order_by(desc(ChargeSessionModel.start_time)) \
                            .first()    # Call first to return an object instead of an array
        except InvalidRequestError as e:
            ChargeSessionModel.__cleanupDbSession(db_session,
                                                  ChargeSessionModel.__class__)
        except Exception as e:
            # Nothing to roll back
            ChargeSessionModel.logger.error(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__),
                exc_info=True)
            raise DbException(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__))
        return open_charge_session_for_device
Exemplo n.º 8
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 def get_config():
     db_session = DbSession()
     # Prevent expiration after the session is closed or object is made transient or disconnected
     db_session.expire_on_commit = False
     ccm = None
     try:
         # Should be only one, return last modified
         ccm = db_session.query(ChargerConfigModel) \
                         .order_by(desc(ChargerConfigModel.modified_at)) \
                         .first()
         # Detach (not transient) from database, allows saving in other Threads
         # https://docs.sqlalchemy.org/en/14/orm/session_api.html#sqlalchemy.orm.make_transient_to_detached
         make_transient(ccm)
         make_transient_to_detached(ccm)
     except InvalidRequestError as e:
         ChargerConfigModel.__cleanupDbSession(db_session,
                                               ChargerConfigModel.__class__)
     except Exception as e:
         # Nothing to roll back
         ChargerConfigModel.logger.error(
             "Could not query from {} table in database".format(
                 ChargerConfigModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 ChargerConfigModel.__tablename__))
     return ccm
Exemplo n.º 9
0
Arquivo: User.py Projeto: ilseh/Oppleo
 def all():
     db_session = DbSession()
     try:
         # Should be only one
         return db_session.query(User).all()
     except Exception as e:
         User.__logger.error(
             "Could not query to {} table in database".format(
                 User.__tablename__),
             exc_info=True)
     return None
Exemplo n.º 10
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 def save(self):
     db_session = DbSession()
     try:
         db_session.add(self)
         db_session.commit()
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         db_session.rollback()
         self.logger.error("Could not save to {} table in database".format(
             self.__tablename__),
                           exc_info=True)
         raise DbException("Could not save to {} table in database".format(
             self.__tablename__))
Exemplo n.º 11
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Arquivo: User.py Projeto: ilseh/Oppleo
 def get(username):
     db_session = DbSession()
     user = None
     try:
         # Should be only one, return last modified
         user = db_session.query(User) \
                         .filter(User.username == username) \
                         .first()
     except InvalidRequestError as e:
         User.__cleanupDbSession(db_session, User.__class__)
     except Exception as e:
         # Nothing to roll back
         User.__logger.error("Could not query {} table in database".format(
             User.__tablename__),
                             exc_info=True)
         raise DbException("Could not query {} table in database".format(
             User.__tablename__))
     return user
Exemplo n.º 12
0
 def deleteId(id):
     db_session = DbSession()
     try:
         db_session.query(OffPeakHoursModel) \
                   .filter(OffPeakHoursModel.id == id) \
                   .delete()
         db_session.commit()
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         db_session.rollback()
         OffPeakHoursModel.logger.error(
             "Could not delete {} from {} table in database".format(
                 id, OffPeakHoursModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not delete {} from {} table in database".format(
                 id, OffPeakHoursModel.__tablename__))
Exemplo n.º 13
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Arquivo: User.py Projeto: ilseh/Oppleo
 def delete_all():
     db_session = DbSession()
     try:
         # Should be only one
         num_rows_deleted = db_session.query(User) \
                                      .delete()
         db_session.commit()
     except InvalidRequestError as e:
         User.__cleanupDbSession(db_session, User.__class__.__name__)
     except Exception as e:
         db_session.rollback()
         User.__logger.error(
             "Could not commit to {} table in database".format(
                 User.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not commit to {} table in database".format(
                 User.__tablename__))
Exemplo n.º 14
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 def update(self, data) -> None:
     for key, item in data.items():
         setattr(self, key, item)
     self.modified_at = datetime.now()
     db_session = DbSession()
     try:
         db_session.add(self)
         db_session.commit()
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         db_session.rollback()
         self.logger.error(
             "Could not update to {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not update to {} table in database".format(
                 self.__tablename__))
Exemplo n.º 15
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 def get_all():
     db_session = DbSession()
     rfidm = None
     try:
         rfidm = db_session.query(RfidModel) \
                           .all()
     except InvalidRequestError as e:
         RfidModel.__cleanupDbSession(db_session,
                                      RfidModel.__class__.__name__)
     except Exception as e:
         # Nothing to roll back
         RfidModel.__logger.error(
             "Could not query from {} table in database".format(
                 RfidModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 RfidModel.__tablename__))
     return rfidm
Exemplo n.º 16
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 def get_all_sessions() -> typing.List[ChargeSessionModel] | None:
     db_session = DbSession()
     csm = None
     try:
         csm = db_session.query(ChargeSessionModel) \
                         .all()
     except InvalidRequestError as e:
         ChargeSessionModel.__cleanupDbSession(db_session,
                                               ChargeSessionModel.__class__)
     except Exception as e:
         # Nothing to roll back
         ChargeSessionModel.logger.error(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__))
     return csm
Exemplo n.º 17
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 def delete(self):
     db_session = DbSession()
     db_session.expire_on_commit = True
     try:
         db_session.delete(self)
         db_session.commit()
         # Keep it detached
         make_transient(self)
         make_transient_to_detached(self)
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         db_session.rollback()
         self.logger.error(
             "Could not delete from {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not delete from {} table in database".format(
                 self.__tablename__))
Exemplo n.º 18
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 def get():
     db_session = DbSession()
     edm = None
     try:
         edm =  db_session.query(EnergyDeviceModel) \
                          .order_by(desc(EnergyDeviceModel.energy_device_id)) \
                          .first()
     except InvalidRequestError as e:
         EnergyDeviceModel.__cleanupDbSession(db_session,
                                              EnergyDeviceModel.__class__)
     except Exception as e:
         # Nothing to roll back
         EnergyDeviceModel.logger.error(
             "Could not get energy device from table {} in database ({})".
             format(EnergyDeviceModel.__tablename__, str(e)),
             exc_info=True)
         raise DbException(
             "Could not get energy device from table {} in database ({})".
             format(EnergyDeviceModel.__tablename__, str(e)))
     return edm
Exemplo n.º 19
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 def get_one_charge_session(id) -> ChargeSessionModel | None:
     db_session = DbSession()
     csm = None
     try:
         csm = db_session.query(ChargeSessionModel) \
                         .filter(ChargeSessionModel.id == id) \
                         .limit(1) \
                         .all()[0]
     except InvalidRequestError as e:
         ChargeSessionModel.__cleanupDbSession(db_session,
                                               ChargeSessionModel.__class__)
     except:
         # Nothing to roll back
         ChargeSessionModel.logger.error(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 ChargeSessionModel.__tablename__))
     return csm
Exemplo n.º 20
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 def get_weekday(weekday):
     db_session = DbSession()
     r = None
     try:
         r = db_session.query(OffPeakHoursModel) \
                       .filter(OffPeakHoursModel.weekday == OffPeakHoursModel.weekdayToEnStr(weekday)) \
                       .order_by(OffPeakHoursModel.off_peak_start.asc()) \
                       .all()
     except InvalidRequestError as e:
         OffPeakHoursModel.__cleanupDbSession(
             db_session, OffPeakHoursModel.__class__.__name__)
     except Exception as e:
         # Nothing to roll back
         OffPeakHoursModel.logger.error(
             "Could not query from {} table in database".format(
                 OffPeakHoursModel.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 OffPeakHoursModel.__tablename__))
     return r
Exemplo n.º 21
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    def get_history(
            energy_device_id=None) -> typing.List[ChargeSessionModel] | None:
        db_session = DbSession()

        from sqlalchemy import func, extract  #, distinct

        csm = None
        try:
            if (energy_device_id == None):
                csm = db_session.query( func.sum(ChargeSessionModel.total_energy).label('TotalEnergy'), \
                                        func.sum(ChargeSessionModel.total_price).label('TotalPrice'),   \
                                        extract('year', ChargeSessionModel.end_time).label('Year'),     \
                                        extract('month', ChargeSessionModel.end_time).label('Month'))   \
                                        .group_by( extract('year', ChargeSessionModel.end_time),        \
                                                extract('month', ChargeSessionModel.end_time))          \
                                        .all()
            else:  # filter energy_device_id
                csm = db_session.query( func.sum(ChargeSessionModel.total_energy).label('TotalEnergy'),     \
                                        func.sum(ChargeSessionModel.total_price).label('TotalPrice'),       \
                                        extract('year', ChargeSessionModel.end_time).label('Year'),         \
                                        extract('month', ChargeSessionModel.end_time).label('Month'))       \
                                        .filter(ChargeSessionModel.energy_device_id == energy_device_id)    \
                                        .group_by( extract('year', ChargeSessionModel.end_time),            \
                                                extract('month', ChargeSessionModel.end_time))              \
                                        .all()

        except InvalidRequestError as e:
            ChargeSessionModel.__cleanupDbSession(db_session,
                                                  ChargeSessionModel.__class__)
        except Exception as e:
            # Nothing to roll back
            ChargeSessionModel.logger.error(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__),
                exc_info=True)
            raise DbException(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__))
        return csm
Exemplo n.º 22
0
    def get_charge_session_count_for_rfid(rfid) -> int:
        db_session = DbSession()

        charge_session_count = 0
        try:
            # Build query to get id of latest chargesession for this device.
            charge_session_count = db_session.query(ChargeSessionModel) \
                            .filter(ChargeSessionModel.rfid == rfid) \
                            .count()    # Count the number of sessions
        except InvalidRequestError as e:
            ChargeSessionModel.__cleanupDbSession(db_session,
                                                  ChargeSessionModel.__class__)
        except Exception as e:
            # Nothing to roll back
            ChargeSessionModel.logger.error(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__),
                exc_info=True)
            raise DbException(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__))
        return charge_session_count
Exemplo n.º 23
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    def getOpenChargeSession(device=None) -> ChargeSessionModel | None:
        db_session = DbSession()

        if device is None:
            return None

        #  Now query the ChargeSession that we're interested in (latest for device).
        try:
            latest = db_session.query(ChargeSessionModel)   \
                        .filter(ChargeSessionModel.energy_device_id == device)    \
                        .order_by(ChargeSessionModel.id.desc()) \
                        .first()

        except InvalidRequestError as e:
            ChargeSessionModel.logger.error(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__),
                exc_info=True)
            ChargeSessionModel.__cleanupDbSession(db_session,
                                                  ChargeSessionModel.__class__)
            return None
        except Exception as e:
            # Nothing to roll back
            ChargeSessionModel.logger.error(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__),
                exc_info=True)
            raise DbException(
                "Could not query from {} table in database".format(
                    ChargeSessionModel.__tablename__))

        if (latest is None or latest.end_time != None):
            # No recent open charge session
            return None

        return latest
Exemplo n.º 24
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    def is_off_peak(self, timestamp) -> bool:
        self.logger.debug('is_off_peak()')
        if not isinstance(timestamp, datetime):
            self.logger.debug(
                'is_off_peak() - timestamp is not of type datetime')
            return False

        db_session = DbSession()
        # Weekday?
        r = None
        try:
            r = db_session.query(OffPeakHoursModel) \
                          .filter(OffPeakHoursModel.weekday == OffPeakHoursModel.weekdayToEnStr(timestamp.weekday())) \
                          .filter(OffPeakHoursModel.off_peak_start <= cast(timestamp, Time)) \
                          .filter(OffPeakHoursModel.off_peak_end >= cast(timestamp, Time))
        except InvalidRequestError as e:
            self.__cleanupDbSession(db_session, self.__class__.__name__)
        except Exception as e:
            # Nothing to roll back
            self.logger.error(
                "Could not query from {} table in database".format(
                    self.__tablename__),
                exc_info=True)
            raise DbException(
                "Could not query from {} table in database".format(
                    self.__tablename__))

        if r is not None and self.get_count(r) > 0:
            self.logger.debug(
                'is_off_peak(): DayOfWeek {} within off-peak'.format(
                    str(timestamp.strftime("%d/%m/%Y, %H:%M:%S"))))
            return True

        # Is this a public holiday?
        r = None
        try:
            r = db_session.query(OffPeakHoursModel) \
                          .filter(
                              or_(
                                  and_(   # Specific holiday
                                      OffPeakHoursModel.holiday_day == int(timestamp.date().day),
                                      OffPeakHoursModel.holiday_month == int(timestamp.date().month),
                                      OffPeakHoursModel.holiday_year == int(timestamp.date().year)
                                  ),
                                  and_(   # Recurring holiday
                                      OffPeakHoursModel.holiday_day == int(timestamp.date().day),
                                      OffPeakHoursModel.holiday_month == int(timestamp.date().month),
                                      OffPeakHoursModel.recurring == True
                                  )
                              )
                              ) \
                          .filter(OffPeakHoursModel.off_peak_start <= cast(timestamp, Time)) \
                          .filter(OffPeakHoursModel.off_peak_end >= cast(timestamp, Time))
        except InvalidRequestError as e:
            self.__cleanupDbSession(db_session, self.__class__.__name__)
        except Exception as e:
            # Nothing to roll back
            self.logger.error(
                "Could not query from {} table in database".format(
                    self.__tablename__),
                exc_info=True)
            raise DbException(
                "Could not query from {} table in database".format(
                    self.__tablename__))

        if r is not None and self.get_count(r) > 0:
            self.logger.debug(
                'is_off_peak(): Holiday {} within off-peak'.format(
                    str(timestamp.strftime("%d/%m/%Y, %H:%M:%S"))))
            return True

        self.logger.debug('is_off_peak(): {} not within off-peak'.format(
            str(timestamp.strftime("%d/%m/%Y, %H:%M:%S"))))
        return False
Exemplo n.º 25
0
 def get_last_n_sessions_since(
         self,
         energy_device_id=None,
         since_ts=None,
         n=-1) -> typing.List[ChargeSessionModel] | None:
     db_session = DbSession()
     csm = None
     try:
         if (n == -1):
             if (since_ts == None):
                 if (energy_device_id == None):
                     csm = db_session.query(ChargeSessionModel) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .all()
                 else:  # filter energy_device_id
                     csm = db_session.query(ChargeSessionModel) \
                                     .filter(ChargeSessionModel.energy_device_id == energy_device_id) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .all()
             else:  # filter since_ts
                 if (energy_device_id == None):
                     csm = db_session.query(ChargeSessionModel) \
                                     .filter(ChargeSessionModel.start_time >= self.date_str_to_datetime(since_ts)) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .all()
                 else:  # filter energy_device_id
                     csm = db_session.query(ChargeSessionModel) \
                                     .filter(ChargeSessionModel.energy_device_id == energy_device_id) \
                                     .filter(ChargeSessionModel.start_time >= self.date_str_to_datetime(since_ts)) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .all()
         else:  # limit n
             if (since_ts == None):
                 if (energy_device_id == None):
                     csm = db_session.query(ChargeSessionModel) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .limit(n) \
                                     .all()
                 else:  # filter energy_device_id
                     csm = db_session.query(ChargeSessionModel) \
                                     .filter(ChargeSessionModel.energy_device_id == energy_device_id) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .limit(n) \
                                     .all()
             else:  # filter since_ts
                 if (energy_device_id == None):
                     csm = db_session.query(ChargeSessionModel) \
                                     .filter(ChargeSessionModel.start_time >= self.date_str_to_datetime(since_ts)) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .limit(n) \
                                     .all()
                 else:  # filter energy_device_id
                     csm = db_session.query(ChargeSessionModel) \
                                     .filter(ChargeSessionModel.energy_device_id == energy_device_id) \
                                     .filter(ChargeSessionModel.start_time >= self.date_str_to_datetime(since_ts)) \
                                     .order_by(desc(ChargeSessionModel.start_time)) \
                                     .limit(n) \
                                     .all()
     except InvalidRequestError as e:
         self.__cleanupDbSession(db_session, self.__class__.__name__)
     except Exception as e:
         # Nothing to roll back
         self.logger.error(
             "Could not query from {} table in database".format(
                 self.__tablename__),
             exc_info=True)
         raise DbException(
             "Could not query from {} table in database".format(
                 self.__tablename__))
     return csm