-
Notifications
You must be signed in to change notification settings - Fork 33
/
polar_segments.py
121 lines (85 loc) · 3.63 KB
/
polar_segments.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
#!/usr/bin/env python
# -*- coding: utf-8 -*-
# Copyright (c) 2011 SMHI
# Author(s):
# Martin Raspaud <martin.raspaud@smhi.se>
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
"""Minimal script for assembling and processing segmented polar data.
We take the case of level 1b data (calibrated and geolocalized) from noaa 19,
as output from AAPP.
- Install mpop and pyresample
- Don't forget to set up the PPP_CONFIG_DIR variable to point to your
configuration files.
- Edit the gdsmetop02.cfg configuration file (a template is provided in case
you don't have one) with your data directory:
.. code-block:: ini
[avhrr-granules]
type=eps_avhrr
granularity=60
full_scan_period=0.1667
scan_width=2048
dir=/data/prod/satellit/ears/avhrr
filename=AVHR_xxx_1B_M02_%Y%m%d%H%M*
- Here is a minimal script that monitors a directory and builds composites:
"""
import sys
from datetime import timedelta, datetime
import glob
import os
import time
from mpop.saturn.gatherer import Granule, Gatherer
def get_files_newer_than(directory, time_stamp):
"""Get the list of files from the *directory* which are newer than a given
*time_stamp*.
"""
filelist = glob.glob(os.path.join(directory, "*"))
return [filename for filename in filelist
if datetime.fromtimestamp(os.stat(filename)[8]) > time_stamp]
if __name__ == '__main__':
if len(sys.argv) < 3:
print "Usage: " + sys.argv[0] + " directory wait_for_more"
sys.exit()
directory = sys.argv[1]
# if we wait for files in the directory forever or not
wait_for_more = eval(sys.argv[2])
areas = ["euro4", "scan2"]
gatherer = None
time_stamp = datetime(1970, 1, 1)
while True:
# Scanning directory
new_time_stamp = datetime.now()
filenames = get_files_newer_than(directory, time_stamp)
time_stamp = new_time_stamp
# Adding files to the gatherer
for filename in filenames:
granule = Granule(filename)
if gatherer is None:
gatherer = Gatherer(areas_of_interest=areas,
timeliness=timedelta(minutes=150),
satname=granule.satname,
number=granule.number,
variant=granule.variant)
gatherer.add(granule)
# Build finished swath and process them.
for swath in gatherer.finished_swaths:
global_data = swath.concatenate()
local_data = global_data.project(swath.area)
time_string = global_data.time_slot.strftime("%Y%m%d%H%M")
area_id = swath.area.area_id
img = local_data.image.overview()
img.save("overview_" + area_id + "_" + time_string + ".png")
img = local_data.image.natural()
img.save("natural_" + area_id + "_" + time_string + ".png")
if not wait_for_more:
break
# wait 60 seconds before restarting
time.sleep(60)