ogn-python/ogn_python/collect/ognrange.py

87 wiersze
3.6 KiB
Python

from sqlalchemy import Date
from sqlalchemy import and_, insert, update, exists, between
from sqlalchemy.sql import func, null
from ogn_python.model import AircraftBeacon, ReceiverCoverage
from ogn_python.utils import date_to_timestamps
from ogn_python import app
def update_entries(session, date, logger=None):
"""Create receiver coverage stats for Melissas ognrange."""
if logger is None:
logger = app.logger
logger.info("Compute receiver coverages.")
(start, end) = date_to_timestamps(date)
# Filter aircraft beacons
sq = session.query(AircraftBeacon.location_mgrs_short,
AircraftBeacon.receiver_id,
AircraftBeacon.signal_quality,
AircraftBeacon.altitude,
AircraftBeacon.device_id) \
.filter(and_(between(AircraftBeacon.timestamp, start, end),
AircraftBeacon.location_mgrs_short != null(),
AircraftBeacon.receiver_id != null(),
AircraftBeacon.device_id != null())) \
.subquery()
# ... and group them by reduced MGRS, receiver and date
query = session.query(sq.c.location_mgrs_short,
sq.c.receiver_id,
func.cast(date, Date).label('date'),
func.max(sq.c.signal_quality).label('max_signal_quality'),
func.min(sq.c.altitude).label('min_altitude'),
func.max(sq.c.altitude).label('max_altitude'),
func.count(sq.c.altitude).label('aircraft_beacon_count'),
func.count(func.distinct(sq.c.device_id)).label('device_count')) \
.group_by(sq.c.location_mgrs_short,
sq.c.receiver_id) \
.subquery()
# if a receiver coverage entry exist --> update it
upd = update(ReceiverCoverage) \
.where(and_(ReceiverCoverage.location_mgrs_short == query.c.location_mgrs_short,
ReceiverCoverage.receiver_id == query.c.receiver_id,
ReceiverCoverage.date == date)) \
.values({"max_signal_quality": query.c.max_signal_quality,
"min_altitude": query.c.min_altitude,
"max_altitude": query.c.max_altitude,
"aircraft_beacon_count": query.c.aircraft_beacon_count,
"device_count": query.c.device_count})
result = session.execute(upd)
update_counter = result.rowcount
session.commit()
logger.debug("Updated receiver coverage entries: {}".format(update_counter))
# if a receiver coverage entry doesnt exist --> insert it
new_coverage_entries = session.query(query) \
.filter(~exists().where(
and_(ReceiverCoverage.location_mgrs_short == query.c.location_mgrs_short,
ReceiverCoverage.receiver_id == query.c.receiver_id,
ReceiverCoverage.date == date)))
ins = insert(ReceiverCoverage).from_select((
ReceiverCoverage.location_mgrs_short,
ReceiverCoverage.receiver_id,
ReceiverCoverage.date,
ReceiverCoverage.max_signal_quality,
ReceiverCoverage.min_altitude,
ReceiverCoverage.max_altitude,
ReceiverCoverage.aircraft_beacon_count,
ReceiverCoverage.device_count),
new_coverage_entries)
result = session.execute(ins)
insert_counter = result.rowcount
session.commit()
finish_message = "ReceiverCoverage: {} inserted, {} updated".format(insert_counter, update_counter)
logger.debug(finish_message)
return finish_message