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get_modis.py
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get_modis.py
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#!/usr/bin/env python
# get_modis A MODIS land product downloading tool
# Copyright (c) 2013-2016 J Gomez-Dans. All rights reserved.
#
# This file is part of get_modis.
#
# get_modis 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.
#
# get_modis 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 brdf_filter. If not, see <http://www.gnu.org/licenses/>.
import optparse
import os
try:
import urllib.request as urllib2
except ImportError:
import urllib2
import time
import calendar
import logging
import sys
import fnmatch
import requests
from requests.packages.urllib3.exceptions import InsecureRequestWarning
requests.packages.urllib3.disable_warnings(InsecureRequestWarning)
__author__ = "J Gomez-Dans"
__copyright__ = "Copyright 2013-2017 J Gomez-Dans"
__version__ = "1.3.3"
__license__ = "GPLv3"
__email__ = "[email protected]"
"""
SYNOPSIS
./get_modis.py [-h,--help] [--username=USERNAME, -u USERNAME] [--password=PASSWORD, -P PASSWORD]
[--verbose, -v] [--platform=PLATFORM, -s PLATFORM] [--proxy=PROXY -p PROXY]
[--product=PRODUCT, -p PRODUCT] [--tile=TILE, -t TILE] [--year=YEAR, -y YEAR]
[--output=DIR_OUT, -o DIR_OUT] [--begin=DOY_START, -b DOY_START] [--end=DOY_END, -e DOY_END]
DESCRIPTION
A program to download MODIS data from the USGS website using the HTTP
transport. This program is able to download daily, monthly, 8-daily, etc
products for a given year, it only requires the product names (including the
collection number), the year, the MODIS reference tile and additionally, where
to save the data to, and whether to verbose. The user may also select a
temporal period in terms of days of year. Note that as of summer 2016, NASA
requires that all downloads are identified with a username and password.
EXAMPLES
The following example downloads daily surface reflectance from the TERRA
platform for tile h17v04 for 2004, between DoY 153 and 243:
$ ./get_modis.py -v -p MOD09GA.005 -s MOLT -y 2004 -t h17v04 -o /tmp/ \
-b 153 -e 243
The script will also work with monthly or 8-daily composites. Here's how
you download the monthly MCD45A1 (burned area) product for the same period:
$ ./get_modis.py -v -p MCD45A1.005 -s MOTA -y 2004 -t h17v04 -o /tmp/ \
-b 153 -e 243
EXIT STATUS
No exit status yet, can't be bothered.
AUTHOR
J Gomez-Dans <[email protected]>
See also http://github.com/jgomezdans/get_modis/
"""
LOG = logging.getLogger( __name__ )
OUT_HDLR = logging.StreamHandler( sys.stdout )
OUT_HDLR.setFormatter( logging.Formatter( '%(asctime)s %(message)s') )
OUT_HDLR.setLevel( logging.INFO )
LOG.addHandler( OUT_HDLR )
LOG.setLevel( logging.INFO )
HEADERS = { 'User-Agent' : 'get_modis Python %s' % __version__ }
CHUNKS = 65536
def return_url(url):
the_day_today = time.asctime().split()[0]
the_hour_now = int(time.asctime().split()[3].split(":")[0])
if the_day_today == "Wed" and 14 <= the_hour_now <= 17:
LOG.info("Sleeping for %d hours... Yawn!" % (18 - the_hour_now))
time.sleep(60 * 60 * (18 - the_hour_now))
req = urllib2.Request("%s" % (url), None, HEADERS)
html = urllib2.urlopen(req).readlines()
return html
def parse_modis_dates ( url, dates, product, out_dir, ruff=False ):
"""Parse returned MODIS dates.
This function gets the dates listing for a given MODIS products, and
extracts the dates for when data is available. Further, it crosses these
dates with the required dates that the user has selected and returns the
intersection. Additionally, if the `ruff` flag is set, we'll check for
files that might already be present in the system and skip them. Note
that if a file failed in downloading, it might still be around
incomplete.
Parameters
----------
url: str
A URL such as "http://e4ftl01.cr.usgs.gov/MOTA/MCD45A1.005/"
dates: list
A list of dates in the required format "YYYY.MM.DD"
product: str
The product name, MOD09GA.005
out_dir: str
The output dir
ruff: bool
Whether to check for present files
Returns
-------
A (sorted) list with the dates that will be downloaded.
"""
if ruff:
product = product.split(".")[0]
already_here = fnmatch.filter(os.listdir(out_dir),
"%s*hdf" % product)
already_here_dates = [x.split(".")[-5][1:]
for x in already_here]
html = return_url(url)
available_dates = []
for line in html:
if line.decode().find("href") >= 0 and \
line.decode().find("[DIR]") >= 0:
# Points to a directory
the_date = line.decode().split('href="')[1].split('"')[0].strip("/")
if ruff:
try:
modis_date = time.strftime("%Y%j",
time.strptime(the_date,
"%Y.%m.%d"))
except ValueError:
continue
if modis_date in already_here_dates:
continue
else:
available_dates.append(the_date)
else:
available_dates.append(the_date)
dates = set(dates)
available_dates = set(available_dates)
suitable_dates = list(dates.intersection(available_dates))
suitable_dates.sort()
return suitable_dates
def get_modisfiles(username, password, platform, product, year, tile, proxy,
doy_start=1, doy_end=-1,
base_url="https://e4ftl01.cr.usgs.gov", out_dir=".",
ruff=False, get_xml=False, verbose=False):
"""Download MODIS products for a given tile, year & period of interest
This function uses the `urllib2` module to download MODIS "granules" from
the USGS website. The approach is based on downloading the index files for
any date of interest, and parsing the HTML (rudimentary parsing!) to search
for the relevant filename for the tile the user is interested in. This file
is then downloaded in the directory specified by `out_dir`.
The function also checks to see if the selected remote file exists locally.
If it does, it checks that the remote and local file sizes are identical.
If they are, file isn't downloaded, but if they are different, the remote
file is downloaded.
Parameters
----------
username: str
The EarthData username string
password: str
The EarthData username string
platform: str
One of three: MOLA, MOLT MOTA
product: str
The product name, such as MOD09GA.005 or MYD15A2.005. Note that you
need to specify the collection number (005 in the examples)
year: int
The year of interest
tile: str
The tile (e.g., "h17v04")
proxy: dict
A proxy definition, such as {'http': 'http://127.0.0.1:8080', \
'ftp': ''}, etc.
doy_start: int
The starting day of the year.
doy_end: int
The ending day of the year.
base_url: str, url
The URL to use. Shouldn't be changed, unless USGS change the server.
out_dir: str
The output directory. Will be create if it doesn't exist
ruff: Boolean
Check to see what files are already available and download them without
testing for file size etc.
verbose: Boolean
Whether to sprout lots of text out or not.
get_xml: Boolean
Whether to get the XML metadata files or not. Someone uses them,
apparently ;-)
Returns
-------
Nothing
"""
if proxy is not None:
proxy = urllib2.ProxyHandler(proxy)
opener = urllib2.build_opener(proxy)
urllib2.install_opener(opener)
if not os.path.exists(out_dir):
if verbose:
LOG.info("Creating outupt dir %s" % out_dir)
os.makedirs(out_dir)
if doy_end == -1:
if calendar.isleap(year):
doy_end = 367
else:
doy_end = 366
dates = [time.strftime("%Y.%m.%d", time.strptime("%d/%d" % (i, year),
"%j/%Y")) for i in
range(doy_start, doy_end)]
url = "%s/%s/%s/" % (base_url, platform, product)
dates = parse_modis_dates(url, dates, product, out_dir, ruff=ruff)
them_urls = []
for date in dates:
r = requests.get("%s%s" % (url, date), verify=False)
for line in r.text.split("\n"):
if line.find(tile) >= 0:
if line.find(".hdf") >= 0:
fname = line.split("href=")[1].split(">")[0].strip('"')
if fname.endswith(".hdf.xml") and not get_xml:
pass
else:
if not os.path.exists(os.path.join(out_dir, fname)):
them_urls.append("%s/%s/%s" % (url, date, fname))
else:
if verbose:
LOG.info("File %s already present. Skipping" % fname)
with requests.Session() as s:
s.auth = (username, password)
for the_url in them_urls:
r1 = requests.get(the_url)
r = s.get(r1.url, stream=True)
if not r.ok:
raise IOError("Can't start download... [%s]" % the_url)
file_size = int(r.headers['content-length'])
fname = the_url.split("/")[-1]
LOG.info("Starting download on %s(%d bytes) ..." %
(os.path.join(out_dir, fname), file_size))
with open(os.path.join(out_dir, fname), 'wb') as fp:
for chunk in r.iter_content(chunk_size=CHUNKS):
if chunk:
fp.write(chunk)
fp.flush()
os.fsync(fp)
if verbose:
LOG.info("\tDone!")
if verbose:
LOG.info("Completely finished downlading all there was")
if __name__ == "__main__":
parser = optparse.OptionParser(formatter=optparse.TitledHelpFormatter(),
usage=globals()['__doc__'])
parser.add_option('-u', '--username', action="store", dest="username",
help="EarthData username")
parser.add_option('-P', '--password', action="store", dest="password",
help="EarthData password")
parser.add_option('-v', '--verbose', action='store_true',
default=False, help='verbose output')
parser.add_option('-s', '--platform', action='store', dest="platform",
type=str, help='Platform type: MOLA, MOLT or MOTA')
parser.add_option('-p', '--product', action='store', dest="product",
type=str,
help="MODIS product name with collection tag at the end " +
"(e.g. MOD09GA.005)")
parser.add_option('-t', '--tile', action="store", dest="tile",
type=str, help="Required tile (h17v04, for example)")
parser.add_option("-y", "--year", action="store", dest="year",
type=int, help="Year of interest")
parser.add_option('-o', '--output', action="store", dest="dir_out",
default=".", type=str, help="Output directory")
parser.add_option('-b', '--begin', action="store", dest="doy_start",
default=1, type=int, help="Starting day of year (DoY)")
parser.add_option('-e', '--end', action="store", dest="doy_end",
type=int, default=-1, help="Ending day of year (DoY)")
parser.add_option('-r', '--proxy', action="store", dest="proxy",
type=str, default=None, help="HTTP proxy URL")
parser.add_option('-q', '--quick', action="store_true", dest="quick",
default=False,
help="Quick check to see whether files are present")
parser.add_option ('-x', '--xml', action="store_true", dest="get_xml",
default=False,
help="Get the XML metadata files too.")
(options, args) = parser.parse_args()
if 'username' not in options.__dict__:
parser.error("You need to provide a username! Sgrunt!")
if 'password' not in options.__dict__:
parser.error("You need to provide a password! Sgrunt!")
if not (options.platform in ["MOLA", "MOTA", "MOLT"]):
LOG.fatal("`platform` has to be one of MOLA, MOTA, MOLT")
sys.exit(-1)
if options.proxy is not None:
PROXY = {'http': options.proxy,
'https': options.proxy
}
else:
PROXY = None
get_modisfiles(options.username, options.password, options.platform,
options.product, options.year,
options.tile, PROXY,
doy_start=options.doy_start, doy_end=options.doy_end,
out_dir=options.dir_out,
verbose=options.verbose, ruff=options.quick,
get_xml=options.get_xml)