import logging import os import sys import threading import time from datetime import datetime import numpy as np import paho.mqtt.client as mqtt from lib.cddis_fetch import fetch_latest_ionex from lib.tecmap import get_tecmaps, plot_tec_map, parse_ionex_datetime logging.basicConfig(level=logging.INFO) MQTT_BROKER_HOST = os.getenv('MQTT_BROKER_HOST', '') MQTT_BROKER_PORT = int(os.getenv('MQTT_BROKER_PORT', 1883)) MQTT_CLIENT_ID = os.getenv('MQTT_CLIENT_ID', 'space_weather') MQTT_USERNAME = os.getenv('MQTT_USERNAME', '') MQTT_PASSWORD = os.getenv('MQTT_PASSWORD', '') MQTT_TOPIC_PREFIX = os.getenv('MQTT_TOPIC_PREFIX', 'space-weather') LAT_RANGE_MIN = os.getenv('LAT_RANGE_MIN') LAT_RANGE_MAX = os.getenv('LAT_RANGE_MAX') LON_RANGE_MIN = os.getenv('LON_RANGE_MIN') LON_RANGE_MAX = os.getenv('LON_RANGE_MAX') if not LAT_RANGE_MIN or not LAT_RANGE_MAX or not LON_RANGE_MIN or not LON_RANGE_MAX: logging.critical('Must set LAT_RANGE_MIN, LAT_RANGE_MAX, LON_RANGE_MIN, and LON_RANGE_MAX environment variables') sys.exit(1) CDDIS_USERNAME = os.getenv('CDDIS_USERNAME') CDDIS_PASSWORD = os.getenv('CDDIS_PASSWORD') if not CDDIS_USERNAME or not CDDIS_PASSWORD: logging.critical('Must set CDDIS_USERNAME and CDDIS_PASSWORD environment variables') sys.exit(1) client = mqtt.Client(client_id=MQTT_CLIENT_ID) if MQTT_USERNAME and MQTT_PASSWORD: client.username_pw_set(MQTT_USERNAME, MQTT_PASSWORD) client.will_set(MQTT_TOPIC_PREFIX + '/status', payload='Offline', qos=1, retain=True) client.connect(MQTT_BROKER_HOST, port=MQTT_BROKER_PORT) client.loop_start() def publish(topic: str, msg): topic_expanded = MQTT_TOPIC_PREFIX + '/' + topic retries = 10 for i in range(retries): # retry result = client.publish(topic_expanded, msg) status = result[0] if status == 0: logging.info(f'Sent {msg} to topic {topic_expanded}') return else: logging.warning(f'Failed to send message to topic {topic_expanded}: {result}. Retry {i + 1}/{retries}') time.sleep(10) logging.error(f'Failed to send message to topic {topic_expanded}.') class DataCache: def __init__(self): self.value = None self.lock = threading.Lock() def update(self, new_value): with self.lock: self.value = new_value def get(self): with self.lock: return self.value cached_data = DataCache() def update_cache(): while True: utc_hr = datetime.utcnow().hour logging.info('Fetching latest IONEX data') logging.info(f'Using hour {utc_hr}') ionex_data = fetch_latest_ionex(CDDIS_USERNAME, CDDIS_PASSWORD) avg_tec = None for tecmap, epoch in get_tecmaps(ionex_data): parsed_dt = parse_ionex_datetime(epoch) if parsed_dt.hour == utc_hr: avg_tec = np.mean(plot_tec_map(tecmap, [float(LON_RANGE_MIN), float(LON_RANGE_MAX)], [float(LAT_RANGE_MIN), float(LAT_RANGE_MAX)])) logging.info(f'Data timestamp: {parsed_dt.isoformat()}') break latest = round(avg_tec, 1) cached_data.update(latest) logging.info(f'Latest value: {latest}') time.sleep(1800) # 30 minutes def publish_cache(): """ A seperate thread that will send the current value to HA every minute. This seems to help avoid HA reporting "unknown" for the VTEC value. """ while True: latest = cached_data.get() if latest is not None: publish('vtec', latest) time.sleep(60) if __name__ == '__main__': threading.Thread(target=update_cache).start() threading.Thread(target=publish_cache).start() while True: time.sleep(3600)