From c3d3d7bf9c5808585cf42ef72904ce58f71d2c7c Mon Sep 17 00:00:00 2001 From: Bruce <brucef@ssec.wisc.edu> Date: Tue, 20 May 2014 17:10:53 +0000 Subject: [PATCH] Start of script to make yearly dbs --- scripts/make_database.py | 65 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 65 insertions(+) create mode 100644 scripts/make_database.py diff --git a/scripts/make_database.py b/scripts/make_database.py new file mode 100644 index 0000000..dc15656 --- /dev/null +++ b/scripts/make_database.py @@ -0,0 +1,65 @@ +#!/usr/bin/env python +import os +import sys +import glob +import logging +from datetime import datetime + +from metobs.data import wind_vector_components +from aosstower.record import RecordV1, LineParseError +from aosstower.model import RrdModel, ModelError + +LOG = logging + +if __name__ == '__main__': + + import argparse + parser = argparse.ArgumentParser() + parser.add_argument('-o', '--outdb', dest='outdb', default='out.db', + help='Destination RRD database. Must not exist') + argdt = lambda v: datetime.strptime(v, '%Y-%m-%d') + parser.add_argument('-s', '--db-start', type=argdt, default=datetime.now(), + help='Reference start date for database (YYYY-MM-DD)') + parser.add_argument('-d', '--db-days', type=int, default=365, + help='Size of DB in days') + parser.add_argument('files', nargs='?', type=argparse.FileType('r'), + default=sys.stdin, + help="List of time sorted input data files") + + args = parser.parse_args() + + logging.basicConfig(level=logging.INFO) + + assert not os.path.exists(args.outdb) + rrd = RrdModel(args.outdb) + rrd.initialize(args.db_start, days=args.db_days) + LOG.info("initilized %s", args.outdb) + + for each in args.files.readlines(): + fpath = each.strip() + if not os.path.exists(fpath): + LOG.warn("%s does not exist", fpath) + continue + + LOG.info("adding %s", fpath) + for line in open(fpath).readlines(): + if not line.strip(): + continue + try: + record = RecordV1(line) + except LineParseError as err: + LOG.error(str(err)) + continue + + windspd = float(record['wind_speed']) + winddir = float(record['wind_dir']) + u_e, u_n, spd = wind_vector_components(windspd, winddir) + record['winddir_east'] = u_e + record['winddir_north'] = u_n + record['wind_speed'] = spd + + try: + rrd.add_record(record) + except ModelError: + LOG.exception("Could not insert: %s", record) + -- GitLab