#! /usr/bin/env python3 import psycopg2 import requests import io import zipfile import datetime from config.db import db as config_db def cleanup_value(v): if int(v) == -999: return None return v conn = psycopg2.connect(config_db["uri"]) cur = conn.cursor() cur.execute("SELECT min(dwd_last_update) FROM stations;") last_date = cur.fetchall()[0][0] print(last_date) if not last_date is None: cur.execute("SELECT id, name, lat, lon, dwd_id, dwd_last_update FROM stations WHERE dwd_last_update = %s LIMIT 1;", [last_date]) else: cur.execute("SELECT id, name, lat, lon, dwd_id, dwd_last_update FROM stations WHERE dwd_last_update IS NULL LIMIT 1;") last_station = cur.fetchone() print(last_station) curr_station_id = last_station[0] curr_station_dwd_id = last_station[4] print(curr_station_dwd_id) r = requests.get('https://opendata.dwd.de/climate_environment/CDC/observations_germany/climate/daily/kl/recent/tageswerte_KL_' + str(curr_station_dwd_id) + '_akt.zip', stream=True) print(r.url) if r.status_code == 200: zip = zipfile.ZipFile(io.BytesIO(r.content)) files = zip.namelist() print(files) files_climate = [f for f in files if f.startswith("produkt_klima_")] print(files_climate) buffer = [] is_first_line = True for line in zip.open(files_climate[0]): l = line.decode('utf-8').strip() if is_first_line: is_first_line = False continue b = {} b["dwd_id"], l = l.strip().split(";", 1) b["dwd_id"] = str(b["dwd_id"]) b["date"], l = l.strip().split(";", 1) b["date"] = str(b["date"]) b["date"] = datetime.date(int(b["date"][0:4]), int(b["date"][4:6]), int(b["date"][6:8])) b["qn_3"], l = l.strip().split(";", 1) b["qn_3"] = cleanup_value(int(b["qn_3"])) b["fx"], l = l.strip().split(";", 1) b["fx"] = cleanup_value(float(b["fx"])) b["fm"], l = l.strip().split(";", 1) b["fm"] = cleanup_value(float(b["fm"])) b["qn_4"], l = l.strip().split(";", 1) b["qn_4"] = cleanup_value(int(b["qn_4"])) b["rsk"], l = l.strip().split(";", 1) b["rsk"] = cleanup_value(float(b["rsk"])) b["rskf"], l = l.strip().split(";", 1) b["rskf"] = cleanup_value(int(b["rskf"])) b["sdk"], l = l.strip().split(";", 1) b["sdk"] = cleanup_value(float(b["sdk"])) b["shk_tag"], l = l.strip().split(";", 1) b["shk_tag"] = cleanup_value(float(b["shk_tag"])) b["nm"], l = l.strip().split(";", 1) b["nm"] = cleanup_value(float(b["nm"])) b["vpm"], l = l.strip().split(";", 1) b["vpm"] = cleanup_value(float(b["vpm"])) b["pm"], l = l.strip().split(";", 1) b["pm"] = cleanup_value(float(b["pm"])) b["tmk"], l = l.strip().split(";", 1) b["tmk"] = cleanup_value(float(b["tmk"])) b["upm"], l = l.strip().split(";", 1) b["upm"] = cleanup_value(float(b["upm"])) b["txk"], l = l.strip().split(";", 1) b["txk"] = cleanup_value(float(b["txk"])) b["tnk"], l = l.strip().split(";", 1) b["tnk"] = cleanup_value(float(b["tnk"])) b["tgk"], l = l.strip().split(";", 1) b["tgk"] = cleanup_value(float(b["tgk"])) #print(b) print(curr_station_id, b["date"].isoformat()) cur.execute("SELECT id FROM climate WHERE station = %s AND date = %s; ", [curr_station_id, b["date"].isoformat()]) if cur.rowcount == 0: cur.execute("INSERT INTO climate (station, date, qn_3, fx, fm, qn_4, rsk, rskf, sdk, shk_tag, nm, vpm, pm, tmk, upm, txk, tnk, tgk) VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s);", [curr_station_id, b["date"].isoformat(), b["qn_3"], b["fx"], b["fm"], b["qn_4"], b["rsk"], b["rskf"], b["sdk"], b["shk_tag"], b["nm"], b["vpm"], b["pm"], b["tmk"], b["upm"], b["txk"], b["tnk"], b["tgk"]]) print("imported") else: print("ignored") cur.execute("UPDATE stations SET dwd_last_update = %s WHERE id = %s;", [datetime.datetime.today().isoformat(), curr_station_id]) conn.commit() cur.close() conn.close()