├── python-xarray
    ├── unused
    │   ├── f17_ssmis_20190101v7.nc.dmrpp.dap?sst_dtime
    │   ├── f17_ssmis_20190101v7.nc.dmrpp.dods?sst_dtime
    │   ├── GHRC_ngdap_west_cloud.py
    │   ├── AIRS_ngdap_west_cloud.py
    │   ├── f17_ssmis_20190101v7.nc.dmrpp?sst_dtime
    │   ├── MERRA_ngdap_west_cloud.py
    │   ├── On-PremGHRC.py
    │   └── On-PremGHRC_cloud.py
    ├── run1000
    ├── README
    ├── ssmis_curl.sh
    ├── balto-urls.sh
    ├── ngap_xarray_test.py
    ├── grfn_ngap_west_cloud.py
    ├── ssmis_azure.py
    ├── ssmis_gcloud.py
    ├── grfn_granules.py
    ├── balto_opendap_s3.py
    ├── ssmis_ngap_west_cloud.py
    ├── merra_granules.py
    └── airs_granules.py
├── .gitignore
├── CITATION
├── release-notes
    ├── release_notes-1.13.3.txt
    ├── release_notes-1.13.0.txt
    ├── release_notes-1.13.2.txt
    ├── release_notes-1.13.1.txt
    ├── release_notes-1.14.0.txt
    ├── release_notes-1.15.0.txt
    └── release-notes-1.15.1.txt
├── Makefile
├── CMakeLists.txt
├── hyrax_clone.sh
├── spath.sh
├── README.md
└── hyrax_build.sh


/python-xarray/unused/f17_ssmis_20190101v7.nc.dmrpp.dap?sst_dtime:
--------------------------------------------------------------------------------
1 | 


--------------------------------------------------------------------------------
/python-xarray/unused/f17_ssmis_20190101v7.nc.dmrpp.dods?sst_dtime:
--------------------------------------------------------------------------------
1 | Dataset {
2 |     Int16 sst_dtime[time = 2][latitude = 720][longitude = 1440];
3 | } f17_ssmis_20190101v7.nc;
4 | Data:
5 | 


--------------------------------------------------------------------------------
/.gitignore:
--------------------------------------------------------------------------------
 1 | 
 2 | *~
 3 | *.log
 4 | .metadata/
 5 | 
 6 | # never check in login.txt
 7 | login.txt
 8 | 
 9 | logs/
10 | hyrax-dependencies/
11 | bes/
12 | libdap4/
13 | olfs/
14 | build/
15 | /.recommenders/
16 | 
17 | ngap
18 | 


--------------------------------------------------------------------------------
/python-xarray/run1000:
--------------------------------------------------------------------------------
 1 | #!/bin/bash
 2 | 
 3 | rm -f xarray_results/tea_uat_xarray.log ;
 4 | for i in {1..1000}; do
 5 |     id="pass-${i}-"`date "+%FT%T"`
 6 |     python3 ssmis_ngap_west_cloud.py -i "${id}" -m 2>&1 | tee -a xarray_results/tea_uat_xarray.log ;
 7 | done
 8 | 
 9 | 
10 | 


--------------------------------------------------------------------------------
/CITATION:
--------------------------------------------------------------------------------
 1 | 
 2 | How to cite Hyrax
 3 | 
 4 | Use the following text within your publications to cite Hyrax
 5 | 
 6 | For data use: "Data were accessed using the Hyrax data server, version
 7 | <ver>, running at <locaction>."
 8 | 
 9 | For providing data: "Data were made avalable using the HYrax data
10 | server, version <ver>."
11 | 
12 | To find the DOI for the current version of Hyrax (or recent previous
13 | versions), look on the GitHUb pages for the OLFS and note the DOI for
14 | that software. This is the DO for the whole server and includes the
15 | DOI for the backend server and DAP library distributions.
16 | 
17 | The OLFS GitHub page is https://github.com/OPENDAP/olfs.
18 | 
19 | 


--------------------------------------------------------------------------------
/release-notes/release_notes-1.13.3.txt:
--------------------------------------------------------------------------------
 1 | This version of Hyrax is bug fix release. It uses version 3.18.3 of libdap, version 3.17.4
 2 | of the BES and version xxx of the OLFS
 3 | 
 4 | Bug fix for DAP4 data transmissions.
 5 | 
 6 | XML Parser fixes for DAP4: We are now tolerant of elements that
 7 | are not in the DAP4 namespace, so the DMR document can be extended
 8 | with additional information without breaking our parser.
 9 | 
10 | D4Group's clone (aka ptr_duplicate) method returned a D4Group and not
11 | a BaseType; fixed.
12 | 
13 | A bug with logrotate was crashing the server.
14 | 
15 | Hyrax-282 fixed (Aggregations crash the BES when a response as netcdf
16 | or netcdf-4 is requested). This problem was actually that any Grid
17 | subset so that only some of the elements are sent broke the netcdf
18 | handler.
19 | 
20 | Patched the HDF4 handler code so that the source dist contains needed
21 | testing scripts/templates.
22 | 
23 | 
24 | 


--------------------------------------------------------------------------------
/python-xarray/unused/GHRC_ngdap_west_cloud.py:
--------------------------------------------------------------------------------
 1 | 
 2 | import xarray as xa
 3 | import sys
 4 | 
 5 | # Get the granule names
 6 | from ssmis_granules_ghrc import f16_ssmis_100
 7 | from ssmis_granules_ghrc import base_url
 8 | 
 9 | # Allows us to visualize the dask progress for parallel operations
10 | from dask.diagnostics import ProgressBar
11 | 
12 | ProgressBar().register()
13 | 
14 | # OPeNDAP In the Cloud
15 | 
16 | od_files = []
17 | 
18 | for g in f16_ssmis_100:
19 |     od_files.append(base_url + g)
20 | 
21 | print(od_files[0], '\n', od_files[-1])
22 | 
23 | try:
24 |     cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords')
25 | 
26 |     cloud_ws = cloud_data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
27 | 
28 |     cloud_ws_mean = cloud_ws.mean(dim=['latitude', 'longitude'])
29 | 
30 |     print(cloud_ws_mean)
31 | 
32 | except:
33 |     print("Error:", sys.exc_info()[0])
34 | 


--------------------------------------------------------------------------------
/python-xarray/unused/AIRS_ngdap_west_cloud.py:
--------------------------------------------------------------------------------
 1 | 
 2 | import xarray as xa
 3 | 
 4 | # Get the granule names
 5 | import airs_granules
 6 | 
 7 | # Allows us to visualize the dask progress for parallel operations
 8 | from dask.diagnostics import ProgressBar
 9 | 
10 | ProgressBar().register()
11 | 
12 | # OPeNDAP In the Cloud
13 | 
14 | base_url = 'http://ngap-west.opendap.org/opendap/dmrpp/s3/airs/'
15 | 
16 | od_files = []
17 | 
18 | for g in airs_granules.airs_366:
19 |     od_files.append(base_url + g)
20 | 
21 | print('URL start and end:\n', od_files[0], '\n', od_files[-1])
22 | 
23 | cloud_data = xa.open_mfdataset(od_files[0:2], data_vars='CloudTopPres_A', engine='pydap', parallel=True, combine='by_coords')
24 | 
25 | print('Completed the xarray open_mfdataset\n')
26 | 
27 | cloud_ws = cloud_data['CloudTopPres_A'].sel(Latitude=slice(-53.99, -14), Longitude=slice(140, 170))
28 | 
29 | print('Completed the CloudTopPres_A selection\n')
30 | 
31 | cloud_ws_mean = cloud_ws.mean(dim=['Latitude', 'Longitude'])
32 | 
33 | print('Computed the mean of the CloudTopPres_A values\n')
34 | print(cloud_ws_mean)
35 | 
36 | # cloud_ws_mean.plot.line()
37 | 
38 | 
39 | 


--------------------------------------------------------------------------------
/python-xarray/unused/f17_ssmis_20190101v7.nc.dmrpp?sst_dtime:
--------------------------------------------------------------------------------
 1 | <html xmlns="http://www.w3.org/1999/xhtml"> 
 2 | <head>  
 3 | <meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
 4 |     <link rel='stylesheet' href='/opendap/docs/css/contents.css' type='text/css' />
 5 | <title>Hyrax:  Access Denied</title>
 6 | </head>
 7 | 
 8 | <body>
 9 | <img alt="OPeNDAP Logo" src="/opendap/docs/images/logo.png"/>
10 | <h1>Hyrax : Access Denied (403) </h1>
11 | <hr align="left" size="1" noshade="noshade" />
12 | <div class="large">The requested URL directly references a data source. </div>
13 | <p>You must use the OPeNDAP request interface to get data from the data source.</p>
14 | <p>If you would like to start at the top level of this server, go here:
15 | <a href='http://balto.opendap.org/opendap/hyrax'>http://balto.opendap.org/opendap/hyrax</a></p>
16 | <p>If you think that the server is broken (that the URL you
17 | submitted should have worked), then please contact the
18 | OPeNDAP user support coordinator at: 
19 | <a href="mailto:support@opendap.org">support@opendap.org</a></p>
20 | <hr align="left" size="1" noshade="noshade" />
21 | <h1 >Hyrax : Access Denied (403) </h1>
22 | </body>
23 | </html>
24 | 


--------------------------------------------------------------------------------
/python-xarray/unused/MERRA_ngdap_west_cloud.py:
--------------------------------------------------------------------------------
 1 | 
 2 | # to run this in a bare environment, set up the environment thusly:
 3 | # conda install xarray dask requests
 4 | # pip install pydap
 5 | 
 6 | import xarray as xa
 7 | 
 8 | # Get the granule names
 9 | import merra_granules
10 | 
11 | # Allows us to visualize the dask progress for parallel operations
12 | from dask.diagnostics import ProgressBar
13 | 
14 | ProgressBar().register()
15 | 
16 | # OPeNDAP In the Cloud
17 | 
18 | base_url = 'http://ngap-west.opendap.org/opendap/dmrpp/s3/merra2/'
19 | 
20 | od_files = []
21 | 
22 | for g in merra_granules.merra2:
23 |     od_files.append(base_url + g)
24 | 
25 | print('URL start and end:\n', od_files[0], '\n', od_files[-1])
26 | 
27 | # Removed this: data_vars='Var_DHDT_ANA',
28 | cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords')
29 | 
30 | print('Completed the xarray open_mfdataset\n')
31 | 
32 | cloud_ws = cloud_data['Var_DHDT_ANA'].sel(lat=slice(-53.99, -14), lon=slice(140, 170))
33 | 
34 | print('Completed the Var_DHDT_ANA selection\n')
35 | 
36 | cloud_ws_mean = cloud_ws.mean(dim=['lat', 'lon'])
37 | 
38 | print('Computed the mean of the Var_DHDT_ANA values\n')
39 | print(cloud_ws_mean)
40 | 
41 | # cloud_ws_mean.plot.line()
42 | 
43 | 
44 | 


--------------------------------------------------------------------------------
/python-xarray/unused/On-PremGHRC.py:
--------------------------------------------------------------------------------
 1 | from netCDF4 import Dataset
 2 | import xarray as xa
 3 | import dask
 4 | 
 5 | # Allows us to visualize the dask progress for parallel operations
 6 | from dask.diagnostics import ProgressBar
 7 | 
 8 | ProgressBar().register()
 9 | 
10 | # from dask.distributed import Client
11 | # client = Client(memory_limit=10e10, processes=False) # Note: was 6e9 
12 | # client"n
13 | 
14 | # https://goldsmr4.gesdisc.eosdis.nasa.gov/opendap/MERRA2/M2T1NXFLX.5.12.4/contents.html
15 | 
16 | url = 'https://goldsmr4.gesdisc.eosdis.nasa.gov/opendap/MERRA2/M2T1NXFLX.5.12.4/1984/11/MERRA2_100.tavg1_2d_flx_Nx.198411'
17 | 
18 | from datetime import date, timedelta
19 | 
20 | files = []
21 | d = date.fromisoformat('1984-11-01')
22 | while True:
23 | 
24 |     files.append(f'{url}{str(d.day).zfill(2)}.nc4')
25 |     d = d + timedelta(days=1)
26 | 
27 |     if d.month == 12:
28 |         break
29 | 
30 | files
31 | 
32 | import getpass
33 | 
34 | username = input("URS Username: ")
35 | password = getpass.getpass("URS Password: ")
36 | 
37 | from pydap.client import open_url
38 | from pydap.cas.urs import setup_session
39 | 
40 | ds_url = files[0]
41 | session = setup_session(username, password, check_url=ds_url)
42 | gesdisc_data = xa.open_mfdataset(files, engine='pydap', parallel=True, combine='by_coords',
43 |                                  backend_kwargs={'session': session})
44 | gesdisc_data
45 | hflux = gesdisc_data.HFLUX.sel(lat=slice(-53.99, -14), lon=slice(140, 170))
46 | hflux_mean = hflux.mean(dim=['lat', 'lon'])
47 | hflux_mean.plot.line()
48 | 
49 | 


--------------------------------------------------------------------------------
/python-xarray/README:
--------------------------------------------------------------------------------
 1 | 
 2 | Set up a conda environment that includes:
 3 | netCDF4 pip numpy matplotlib cartopy basemap requests xarray dask ipykernel
 4 | 
 5 | After installing Anaconda's free version, use
 6 | 
 7 |     conda create --name opendap pip numpy matplotlib cartopy basemap requests xarray dask ipykernel
 8 | 
 9 | That makes an 'opendap' environment and loads the packages pip, ..., ipykernel into
10 | the environment. Now switch to the enviroment
11 | 
12 |     conda activate opendap
13 | 
14 | Use pip to install pydap
15 | 
16 |     pip install pydap
17 | 
18 | NB: You might not need to use pip for pydap and might not need ipykernel
19 | 
20 | ## Tweaking the conda install to coexist with the OPeNDAP/Hyrax C++ build
21 | 
22 | Add this to the bottom of ~/.bashrc:
23 | 
24 | function conda_on() {
25 |     source ~/anaconda3/etc/profile.d/conda.sh
26 |     conda activate base
27 | }
28 | 
29 | Then in ~/.bash_profile:
30 | 
31 | # I removed the following because the 'conda' system clashes with
32 | # our dependencies (well, the icu library it uses does). jhrg 4/24/2019
33 | 
34 | # added by Anaconda3 2019.03 installer
35 | # >>> conda init >>>
36 | # !! Contents within this block are managed by 'conda init' !!
37 | # __conda_setup="$(CONDA_REPORT_ERRORS=false '/Users/jimg/anaconda3/bin/conda' shell.bash hook 2> /dev/null)"
38 | # if [ $? -eq 0 ]; then
39 | #     \eval "$__conda_setup"
40 | # else
41 | #     if [ -f "/Users/jimg/anaconda3/etc/profile.d/conda.sh" ]; then
42 | #         . "/Users/jimg/anaconda3/etc/profile.d/conda.sh"
43 | #         CONDA_CHANGEPS1=false conda activate base
44 | #     else
45 | #         \export PATH="/Users/jimg/anaconda3/bin:$PATH"
46 | #     fi
47 | # fi
48 | # unset __conda_setup
49 | # <<< conda init <<<
50 | 
51 | With the above left in place, every shell will have the default conda environment
52 | (base) and as I say above, as of 4/24/2019, that broke the ICU library on OSX.
53 | By removing the above code and having the function 'conda-on' shown previously,
54 | the normal shell is unaltered. Once you run 'conda-on' then that shell is a conda
55 | shell and should not be used for Hyrax builds.
56 | 


--------------------------------------------------------------------------------
/Makefile:
--------------------------------------------------------------------------------
 1 | 
 2 | # Build the Hyrax Server C++ sources. The intent is to provide an easy
 3 | # way to support CLion indexing the C++ sources to streamline use of
 4 | # that IDE. jhrg 9/30/22
 5 | 
 6 | # sbl   9/30/22
 7 | 
 8 | # Build and test. This will compile all the code and should thus set
 9 | # up CLion so that all files will be indexed. Continue building even
10 | # if errors are found in the tests - that will index code that would
11 | # otherwise be left out. jhrg 9/30/22
12 | .PHONY: all
13 | all: configured
14 | 	$(MAKE) $(MFLAGS) -C libdap4
15 | 	$(MAKE) $(MFLAGS) -C libdap4 -k check
16 | 	$(MAKE) $(MFLAGS) -C bes
17 | 	$(MAKE) $(MFLAGS) -C bes -k check
18 | 
19 | .PHONY: clean
20 | clean: configured
21 | 	$(MAKE) $(MFLAGS) -C libdap4 -k $@
22 | 	$(MAKE) $(MFLAGS) -C bes -k $@
23 | 
24 | .PHONY: hyrax-dependencies
25 | hyrax-dependencies: prefix-set
26 | 	$(MAKE) $(MFLAGS) -C $@
27 | 
28 | clion-setup:
29 | 	export prefix="$(shell pwd)/build"; echo $$prefix
30 | 	export PATH="$$prefix/bin:$$prefix/deps/bin:$$PATH"; echo $$PATH
31 | 	$(MAKE) $(MFLAGS) all
32 | 	$(MAKE) $(MFLAGS) check
33 | 
34 | # If $prefix is not set in the calling shell, exit.
35 | # If the PATH is not set correctly, exit.
36 | .PHONY: prefix-set
37 | prefix-set:
38 | 	@test -n "$$prefix" \
39 | 	 || (echo "The env variable 'prefix' must be set. See README"; exit 1)
40 | 	@printenv PATH | grep -q $$prefix/bin \
41 | 	 || (echo "Did not find $$prefix/bin in PATH"; exit 1)
42 | 	@printenv PATH | grep -q $$prefix/deps/bin \
43 | 	 || (echo "Did not find $$prefix/deps/bin in PATH"; exit 1)
44 | 
45 | .PHONY: configured
46 | configured: prefix-set
47 | 	@test -f libdap4/Makefile \
48 | 	 || (echo "Run ./configure --prefix=... in libdap4 (Makefile missing)"; exit 1)
49 | 	@test -f bes/Makefile \
50 | 	 || (echo "Run ./configure --prefix=... in bes (Makefile missing)"; exit 1)
51 | 
52 | #	current_dir="$(shell pwd)"
53 | #	current_dir+="/build"
54 | #	$(info    current_dir is ${current_dir})
55 | #	(cd hyrax-dependencies && ${MAKE} prefix=${current_dir})
56 | # 	(cd libdap4 && ${MAKE})
57 | # 	(cd bes && ${MAKE})
58 | 
59 | 
60 | #	(cd libdap4 && ${MAKE} check)
61 | #	(cd bes && ${MAKE} check)
62 | 
63 | 


--------------------------------------------------------------------------------
/release-notes/release_notes-1.13.0.txt:
--------------------------------------------------------------------------------
 1 | HDF5: 
 2 | 
 3 | [from Kent] I finished a non-trival update for the HDF5 hander
 4 | to support SMAP and some MEaSURES NASA products. I merged all my
 5 | coding to the master branch. I also updated the
 6 | documents(configure.ac etc.) . Could you run coverity and see if new
 7 | high risk issues appear? I hope it can be done ASAP because of the
 8 | reason listed below. [Coverity run, issues addressed]
 9 |  
10 | When will you guys have another release? The Raytheon folks may depend
11 | on the leading underscore removal of the recent update in their
12 | software. I told them I will make my part available early January.
13 |  
14 | Also I will not do anything with the HDF4 handler except updating the
15 | documents. I will tackle the code improvement some time later in this
16 | year.
17 | 
18 | What's new for version 2.3.2 [the HDF5 handler]
19 | ----------------------------
20 | CF option:
21 | 
22 | - By default, the leading underscore of a variable path is removed for
23 |   all files. Although not recommended, Users can change the BES key
24 |   H5.KeepVarLeadingUnderscore at h5.conf.in to be true for backward
25 |   compatibility if necessary.
26 |  
27 | - Significantly improve the support of generic HDF5 files that have
28 |   2-D lat/lon. This improvement makes some SMAP level 1, level 3 and
29 |   level 4 products plottable by CF tools such as Panoply.
30 |  
31 | - Add the general support of netCDF-4-like HDF5 files that have 2-D
32 |   lat/lon. This improvement makes TOMS MEaSURES product plottable by
33 |   CF tools such as Panoply. It will aso support future potential
34 |   products that follow netCDF generic data model.
35 | 
36 | lWe (OPeNDAP) also have some fixes in place: Better error messages and
37 | a new timeout feature that enables the front end to control the
38 | timeout duration for each BES - so even for a setup where here are
39 | many BES instances running on different machines, one configuration
40 | file can control when a response is taking too long and should
41 | timeout. The server now returns a decent message when it 'times out’
42 | and, lastly, the server offers an option whereby the timeout period is
43 | cancelled once data transmission starts.
44 | 


--------------------------------------------------------------------------------
/release-notes/release_notes-1.13.2.txt:
--------------------------------------------------------------------------------
 1 | Changed BES timeout error from 418 (TeaPot) to 504 (Gateway Timeout).
 2 | 
 3 | Updated OLFS configuration defaults in viewers.xml file to reflect
 4 | changes for ncWMS2 and Godiva3
 5 |     
 6 | Patched a problem with the way the XSL transforms are carried out that
 7 | could have left the process running in an unexpected directory.
 8 |       
 9 | Added an in-memory cache for the handlers. Hyrax module developers can
10 | use this to speed response times when building metadata responses (e.g., DAS)
11 | is time-consuming.
12 | 
13 | Added a logrotate file to the rpm package. This helps keep the bes.log
14 | size manageable and provides better integration with Linux.
15 | 
16 | Added a Function Response Cache. Now function results are computed
17 | once and cached.
18 | 
19 | Fixed Hyrax-254. This bug caused random behavior when accessing
20 | aggregations.
21 | 
22 | Fixed a problem with ASCII responses when one or more dimensions of an
23 | N-dim array had only one element.
24 | 
25 | Fixes for the HDF5 handler:
26 | * HFVHANDLER-175: Make sure the lat/lon are checked under both
27 | /geolocation and / (root) groups.
28 | * HFVHANDLER-189: Handle the root attribute 
29 | * HFVHANDLER-191
30 | * HFVHANDLER-192: Handle _FilLValue and units for GPM
31 | * HFVHANDLER-194: New nlayer values for GPM level-3 4.0 data
32 | * HFVHANDLER-199: DAP4 memory cache
33 | * HFVHANDLER-198 and 184: DAP2 memory cache
34 | 
35 | Updated GDAL-based code to use GDAL 2.x
36 | 
37 | Fixed BES 'Transmitter' modules (modules that build non-DAP responses
38 | like netCDF, JSON, etc.) so that they work when constraint expressions
39 | contain function calls.
40 | 
41 | Fixed a bug (Hyrax-282) in the netCDF Transmitter where subsets of Grid variables
42 | could result in a 500 error. Those now return the correct data values.
43 | 
44 | Updated the 'history' attribute in the netCDF Transmitter's responses
45 | so it's more precise about how the response was generated. The new
46 | value contains the date, time, server version and requesting URL, so
47 | it should be possible to recreate the response. The format of the
48 | attribute conforms to CF-1.6.
49 | 
50 | Changed the representation of Not-a-Number from 'nan' to 'NaN' in the
51 | ASCII response.
52 | 
53 | Fixed in libdap: an issue with DAP4 CE parsing, double quotes and %20 escape
54 | characters.
55 | 
56 | 
57 | 
58 | 


--------------------------------------------------------------------------------
/CMakeLists.txt:
--------------------------------------------------------------------------------
 1 | 
 2 | # CMakeLists.txt file for use with CLion's code discovery, etc., modes.
 3 | # Use the autotools configure, Makefiles, etc., for building the code.
 4 | # jhrg 12/5/19
 5 | 
 6 | cmake_minimum_required(VERSION 3.15)
 7 | 
 8 | project(hyrax_git)
 9 | 
10 | # Edited. set(CMAKE_CXX_STANDARD 14)
11 | set(CMAKE_CXX_STANDARD 11)
12 | 
13 | include_directories(/usr/local/include)
14 | include_directories(/usr/local/include/c++)
15 | 
16 | if (EXISTS /Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/usr/include/)
17 | 	include_directories(/Applications/Xcode.app/Contents/Developer/Platforms/MacOSX.platform/Developer/SDKs/MacOSX.sdk/usr/include/)
18 | endif()
19 | 
20 | # Added.
21 | if (EXISTS /Library/Developer/CommandLineTools/SDKs/MacOSX.sdk)
22 | 	# this is needed on OSX Bug Sur to find libSystem
23 | 	link_directories(/Library/Developer/CommandLineTools/SDKs/MacOSX.sdk/usr/lib)
24 | 	include_directories(/Library/Developer/CommandLineTools/SDKs/MacOSX.sdk/usr/include/libxml2)
25 | 	include_directories(/Library/Developer/CommandLineTools/SDKs/MacOSX.sdk/usr/include/curl)
26 | endif()
27 | 
28 | # Added for the sql handler and its use of unixODBC
29 | if (EXISTS /usr/local/Cellar/openssl/1.0.2r)
30 | 	include_directories(/usr/local/Cellar/openssl/1.0.2r/include/)
31 | endif()
32 | 
33 | # The Hyrax dependencies directories
34 | include_directories(build/deps/include)
35 | 
36 | include_directories(build/deps/include/gridfields)
37 | include_directories(build/deps/include/openjpeg-2.1)
38 | include_directories(build/deps/include/unicode)
39 | 
40 | # More stuff for the sql handler, which is not formally part of the bes. jhrg 7/22/21
41 | if (EXISTS build/include/sql)
42 | 	include_directories(build/include/sql)
43 | 	include_directories(build/include/sql/action)
44 | 	include_directories(build/include/sql/connector)
45 | 	include_directories(build/include/sql/container)
46 | 	include_directories(build/include/sql/DEM)
47 | 	include_directories(build/include/sql/DTM)
48 | 	include_directories(build/include/sql/handler)
49 | 	include_directories(build/include/sql/handler/connector)
50 | 	include_directories(build/include/sql/utils)
51 | endif()
52 | 
53 | add_subdirectory(libdap4)
54 | add_subdirectory(bes)
55 | 
56 | # Add STAREmaster in until it's moved into the hyrax-dependencies or elsewhere. jhrg 7/22/21
57 | if (EXISTS STAREmaster)
58 | 	add_subdirectory(STAREmaster)
59 | endif()
60 | 
61 | include_directories(bes)
62 | include_directories(libdap4)
63 | 
64 | 


--------------------------------------------------------------------------------
/release-notes/release_notes-1.13.1.txt:
--------------------------------------------------------------------------------
 1 | Changes to the BES:
 2 | 
 3 | - Added an in-memory cache that handlers can use to cache DDS, DMR,
 4 |   ..., objects. The handlers have to be modified to use this, but the
 5 |   performance benefits are potentially huge. See bes/dap/ObjMemCache
 6 |   and the netcdf_handler for the code and an example of its use.
 7 | 
 8 | - Server functions can now return multiple variables and have then
 9 | appear as discrete things without being 'wrapped' in a parent
10 | Structure variable. They do this by using a structure name that ends
11 | with '_unwrap'. This means that server functions can return values in
12 | a way that is usable by clients built using the netcdf-library.
13 | 
14 | - Added code to 'bes/functions' so that the module built there will
15 | respond to the Version and Help commands (I'm not sure the later is
16 | ever used by the BES, but it's not much more work). This could be 
17 | propagated to other modules that previously lacked a RequestHandler
18 | instance.
19 | 
20 | - Patch for gcc-6 from Orion Poplawski.
21 | 
22 | Three handlers we ship as part of Hyrax have significant changes:
23 | 
24 | - The netCDF file response now includes history information and has a 
25 | 'smart' suffix option (on by default; this part is actually in the
26 | front end
27 | of Hyrax).
28 | 
29 | - In the HDF4 code, improve the calculation of XDim and YDim for the
30 | sinusoidal projection
31 | and a bug fix for the case when the _FillValue is NaN. 
32 | 
33 | - Add support for HDF5 scalar datasets and unlimited dimensions to
34 | the CF option.
35 | 
36 | The front end has some significant changes too:
37 | 
38 | - Added code to amend the CF "history" attribute so that
39 |   fileout_netcdf responses contain the amended value that shows that
40 |   Hyrax produced it along with the constraint and id information of
41 |   the dataset.
42 | 
43 | - Added new rules for the Content-Disposition header download file
44 |   names. Now the old behavior (add the netcdf file suffix to very
45 |   file's basename) can be replaced so that the only the correct suffix
46 |   appears in the filename.
47 | 
48 | - Added memory cache for BES Catalog responses. This allows the OLFS
49 |   to stop asking the same things over and over again. The size and
50 |   refresh interval are specified by the "<CatalogCache> element in the
51 |   olfs.xml file. If the element is missing then the memory cache will
52 |   be disabled.
53 | 
54 | - Increased the number of simultaneous requests from 10 to 200, which
55 |   is the default limit for Tomcat.
56 | 
57 | - Bug fixes: Large file issues in w10n. Fixed build for WCS-2.0
58 | 


--------------------------------------------------------------------------------
/hyrax_clone.sh:
--------------------------------------------------------------------------------
  1 | #!/bin/bash
  2 | #
  3 | # Clone all of Hyrax from the OpenDAP organization page on GitHub
  4 | # This is fairly rough...
  5 | 
  6 | function help {
  7 |     echo "Usage: $0 [options] where options are:"
  8 |     echo "-h: help; this message"
  9 |     echo "-v: verbose"
 10 |     echo "-n: print what would be done"
 11 |     echo "-D: do not get the hyrax-dependencies repo (defult is to get it)"
 12 | }
 13 | 
 14 | args=`getopt hvnD $*`
 15 | if [ $? != 0 ]
 16 | then
 17 |     help
 18 |     exit 2
 19 | fi
 20 | 
 21 | set -- $args
 22 | 
 23 | # Set verbose and do_nothing to false
 24 | verbose="";
 25 | dry_run="no"
 26 | get_deps="yes"
 27 | 
 28 | for i in $*
 29 | do
 30 |     case "$i"
 31 | 	in
 32 | 	-h)
 33 | 	    help
 34 | 	    exit 0;;
 35 |         -v)
 36 |             verbose="--verbose"
 37 |             shift;;
 38 |         -n)
 39 |             dry_run="yes"
 40 |             shift;;
 41 |         -D)
 42 |             get_deps="no"
 43 |             shift;;
 44 |         --)
 45 |             shift; break;;
 46 |     esac
 47 | done
 48 | 
 49 | function verbose {
 50 |     if test -n "$verbose"
 51 |     then
 52 |         echo "$*"
 53 |     fi
 54 | }
 55 | 
 56 | function do_command {
 57 |     if test "$dry_run" = "yes"
 58 |     then
 59 | 	echo "$*"
 60 |     else
 61 | 	# if test -n "$verbose"; then echo "$*"; fi
 62 | 	verbose "$*"
 63 | 	$*
 64 |     fi
 65 | }
 66 | 
 67 | repo_root=https://github.com/OPENDAP
 68 | 
 69 | # On CentOS the fileout_netcdf tests fail when the RPM netcdf and
 70 | # hyrax-dependencies netcdf libraries are mixed. jhrg 1/2/15
 71 | if test "$get_deps" = "yes"
 72 | then
 73 | 
 74 |     if test ! -d hyrax-dependencies
 75 |     then 
 76 | 	do_command "git clone $repo_root/hyrax-dependencies.git $verbose"
 77 |     else
 78 | 	(
 79 | 	cd hyrax-dependencies
 80 | 	verbose "In hyrax-dependencies..."
 81 | 	do_command "git pull $verbose"
 82 | 	)
 83 |     fi
 84 | 
 85 | fi
 86 | 
 87 | libdap="libdap4"
 88 | bes_module_branch="master"
 89 | 
 90 | if test ! -d $libdap
 91 | then 
 92 |     do_command "git clone ${repo_root}/${libdap}.git $verbose"
 93 | else
 94 |     (
 95 |     cd $libdap
 96 |     verbose "In ${libdap}..."
 97 |     do_command "git pull $verbose"
 98 |     )
 99 | fi
100 | 
101 | if test ! -d bes
102 | then
103 |     do_command "git clone --recurse-submodules -j4 $repo_root/bes.git $verbose"
104 |     do_command "git checkout $bes_module_branch"
105 |     do_command "git pull $verbose"
106 | fi
107 | 
108 | if test ! -d olfs
109 | then
110 |     do_command "git clone $repo_root/olfs.git $verbose"    
111 | else
112 |     (
113 |     cd olfs
114 |     verbose "In olfs..."
115 |     do_command "git pull $verbose"
116 |     )
117 | fi
118 | 


--------------------------------------------------------------------------------
/python-xarray/unused/On-PremGHRC_cloud.py:
--------------------------------------------------------------------------------
 1 | # https://ghrc.nsstc.nasa.gov/opendap/globalir/data/2020/0525/globir.20146.0000
 2 | from netCDF4 import Dataset
 3 | import xarray as xa
 4 | import dask
 5 | 
 6 | # Allows us to visualize the dask progress for parallel operations
 7 | from dask.diagnostics import ProgressBar
 8 | 
 9 | ProgressBar().register()
10 | 
11 | # url = 'https://ghrc.nsstc.nasa.gov/opendap/ssmis/f17/daily/data/2019/f17_ssmis_2019'
12 | #
13 | # from datetime import date, timedelta
14 | #
15 | # files = []
16 | # d = date.fromisoformat('2019-01-01')
17 | # str(d.day).zfill(2) + str(d.month).zfill(2)
18 | # # + timedelta(days=1)
19 | # while True:
20 | #
21 | #     if d.month == 3 and d.day == 7:
22 | #         d = d + timedelta(days=1)
23 | #         continue
24 | #
25 | #     files.append(f'{url}{str(d.month).zfill(2)}{str(d.day).zfill(2)}v7.nc')
26 | #     d = d + timedelta(days=1)
27 | #
28 | #     if d.month == 4:
29 | #         break
30 | #
31 | # print(files)
32 | # data = xa.open_mfdataset(files, parallel=True, combine='by_coords')
33 | # data
34 | #
35 | # ws = data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
36 | # print(ws.data)
37 | #
38 | # ws_mean = ws.mean(dim=['latitude', 'longitude'])
39 | # ws_mean.plot.line()
40 | 
41 | ## OPeNDAP In the Cloud
42 | 
43 | import requests
44 | 
45 | # CMR Link to use
46 | # https://cmr.earthdata.nasa.gov/search/granules.umm_json?collection_concept_id=C1625128926-GHRC_CLOUD&temporal=2019-01-01T10:00:00Z,2019-12-31T23:59:59Z
47 | r = requests.get(
48 |     'https://cmr.earthdata.nasa.gov/search/granules.umm_json?collection_concept_id=C1625128926-GHRC_CLOUD&temporal=2019-01-01T10:00:00Z,2019-04-01T00:00:00Z&pageSize=365')
49 | response_body = r.json()
50 | 
51 | od_files = []
52 | for itm in response_body['items']:
53 |     for urls in itm['umm']['RelatedUrls']:
54 |         if 'OPeNDAP' in urls['Description']:
55 |             od_files.append(urls['URL'])
56 | 
57 | print(od_files)
58 | 
59 | import getpass
60 | 
61 | username = input("URS Username: ")
62 | password = getpass.getpass("URS Password: ")
63 | 
64 | from pydap.client import open_url
65 | from pydap.cas.urs import setup_session
66 | 
67 | ds_url = od_files[0]
68 | session = setup_session(username, password, check_url=ds_url)
69 | 
70 | # data = xa.open_mfdataset(od_files,engine='pydap',parallel=True, backend_kwargs={'session':session})
71 | cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords',
72 |                                backend_kwargs={'session': session})
73 | cloud_data
74 | 
75 | cloud_ws = cloud_data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
76 | cloud_ws.data
77 | 
78 | cloud_ws_mean = cloud_ws.mean(dim=['latitude', 'longitude'])
79 | cloud_ws_mean.plot.line()
80 | ws_mean.plot.line()
81 | 
82 | 


--------------------------------------------------------------------------------
/spath.sh:
--------------------------------------------------------------------------------
 1 | #!/bin/bash
 2 | #
 3 | # Source this in the directory to be 'prefix' or pass the directory
 4 | # as the first param. Make this a command using 'alias.' e.g.
 5 | # alias spath='source ~/bin/spath.sh'
 6 | 
 7 | verbose=1
 8 | 
 9 | # Set 'prefix' to either the first argument or the current working directory.
10 | # Can't use ${1:-...}; positional params don't work in the ${:-} syntax
11 | prefix=$1
12 | export prefix=${prefix:-$PWD/build}
13 | test $verbose && echo "         prefix: $prefix"
14 | 
15 | # undo this for a production build
16 | export GZIP_ENV=--fast
17 | 
18 | if ! echo $PATH | grep $prefix > /dev/null
19 | then
20 |     export PATH=$prefix/bin:$prefix/deps/bin:$PATH
21 |     test $verbose && echo "# Updated PATH" >&2
22 | fi
23 | test $verbose && echo "           PATH: $PATH" >&2
24 | 
25 | # set the site config file, saving some typing and maybe some grief
26 | # export CONFIG_SITE=$(pwd)/config.site
27 | 
28 | # This is needed for the linux builds; if using the deps libraries
29 | # on linux, those directories also need to be on LD_LIBRARY_PATH.
30 | # I'm not sure this is true... jhrg 1/2/13
31 | # We do need this for icu-3.6 on AWS EC2 instances. jhrg 3/5/13
32 | 
33 | if ! echo $LD_LIBRARY_PATH | grep -q deps/lib
34 | then
35 |     if test -n "$LD_LIBRARY_PATH"
36 |     then
37 |         export LD_LIBRARY_PATH="$LD_LIBRARY_PATH:$prefix/deps/lib"
38 |     else
39 |         export LD_LIBRARY_PATH="$prefix/deps/lib"
40 |     fi
41 |     test $verbose && echo "# Updated LD_LIBRARY_PATH" >&2
42 | fi
43 | test $verbose && echo "LD_LIBRARY_PATH: $LD_LIBRARY_PATH" >&2
44 | 
45 | if test -f /etc/redhat-release && grep -q '8\.' /etc/redhat-release
46 | then
47 |     echo "Found RHEL 8 or equivalent OS"
48 | 
49 |     test -d /usr/include/tirpc || echo "WARNING: tirpc header dir not at /usr/include/tirpc"
50 |     
51 |     if ! echo $CPPFLAGS | grep -q /usr/include/tirpc
52 |     then
53 |         export CPPFLAGS="$CPPFLAGS -I/usr/include/tirpc"
54 |         test $verbose && echo "# Updated CPPFLAGS" >&2
55 |     fi
56 | 
57 |     if ! echo $LDFLAGS | grep -q tirpc
58 |     then
59 |         export LDFLAGS="$LDFLAGS -ltirpc"
60 |         test $verbose && echo "# Updated LDFLAGS" >&2
61 |     fi
62 | fi
63 | test $verbose && echo "       CPPFLAGS: $CPPFLAGS" >&2
64 | test $verbose && echo "        LDFLAGS: $LDFLAGS" >&2
65 | 
66 | export TESTSUITEFLAGS=--jobs=9
67 | 
68 | # I removed the apache tomcat dist from dependencies/downloads 
69 | # because it was causing bloat. Assume that a typical nightly build
70 | # has both the tar.gz and directory for tomcat. jhrg 4/28/14
71 | #
72 | # Added it back. The new tomcat 7 scripts don't require that 
73 | # CATALINA_HOME is set, so this is really for TC 6 compat. jhrg 12/30/14
74 | tc=`ls -d -1 $prefix/apache-tomcat-* 2> /dev/null | grep -v '.*\.tar\.gz'`
75 | if test -n "$tc"
76 | then
77 |     export TOMCAT_DIR=$tc
78 |     export CATALINA_HOME=$TOMCAT_DIR
79 | fi
80 | test $verbose && echo "     TOMCAT_DIR: $TOMCAT_DIR" >&2
81 | test $verbose && echo "  CATALINA_HOME: $CATALINA_HOME" >&2
82 | 


--------------------------------------------------------------------------------
/python-xarray/ssmis_curl.sh:
--------------------------------------------------------------------------------
 1 | #!/bin/bash
 2 | 
 3 | granules_file="ssmis_granules.py"
 4 | dap_suffix=".ascii"
 5 | req_var="wind_speed"
 6 | array_subset="%5B0%5D%5B143:1:304%5D%5B559:1:680%5D"
 7 | constraint="${req_var}${array_subset}"
 8 | result_file_base="ssmis_curl_result"
 9 | 
10 | 
11 | function run_curl(){
12 |     out_file_base="${1}"
13 |     cf_name="${2}"
14 |     time -p curl -s -n -L -c ${cf_name} -b ${cf_name} ${dap_url}${dap_suffix}?${constraint} | grep -v "${req_var}" >> "${out_file_base}${dap_suffix}"
15 | }
16 | 
17 | function use_tea_uat {
18 |     export server_url="http://ngap-west.opendap.org/opendap/ssmis/tea-uat/"
19 |     export granule_suffix=".dmrpp"
20 |     echo "Using TEA in UAT"
21 | }
22 | 
23 | function use_ngap_west {
24 |     export server_url="http://ngap-west.opendap.org/opendap/ngap/providers/GHRC_CLOUD/collections/RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/"
25 |     export granule_suffix=""
26 |     echo "Using NGAP Service (us-west-2)"
27 | }
28 | 
29 | function use_ngap_uat {
30 |     export server_url="https://opendap.uat.earthdata.nasa.gov/providers/GHRC_CLOUD/collections/RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/"
31 |     export granule_suffix=""
32 |     echo "Using NGAP in UAT"
33 | }
34 | 
35 | function use_localhost {
36 |     export server_url="http://localhost:8080/opendap/ngap/providers/GHRC_CLOUD/collections/RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/"
37 |     export granule_suffix=""
38 |     echo "Using NGAP in UAT"
39 | }
40 | 
41 | 
42 | 
43 | function run_ssmis() {
44 |     lap=${1};
45 |     pid=${2};
46 |     mark="${lap}-${pid}";
47 | 
48 |     use_ngap_uat
49 |     # use_localhost
50 |     cookie_file="${result_file_base}-${pid}.cf"
51 |     rm -f "${cookie_file}"
52 | 
53 |     log_file="${result_file_base}-${pid}"
54 | 
55 |     echo "${mark} -- --  -- -- SSMIS wind_speed subset BEGIN"
56 |     granules=`cat ${granules_file} | awk '{if(NR<91){n=split($0,s,"\"");if(NF==2){print s[3];}else{print s[2];}}}'`
57 |     echo "${mark} Found "`echo "${granules}" | wc -l`" granules."
58 |     count=0;
59 |     for granule in ${granules}; do
60 |         let "count++"
61 |         log_mark="(${mark}-${count})"
62 |         echo -n "."
63 | 
64 |         # echo "granule[${count}]: ${granule}"
65 |         echo "${log_mark}-${granule}" >> ${log_file}.time # granule name in time file
66 |         dap_url=${server_url}${granule}${granule_suffix}
67 |         run_curl "${log_file}" "${cookie_file}" "${pid}" 2>> ${log_file}.time # time output in time file
68 |         status=$?
69 |         echo "status ${status}" >> ${log_file}.time # cURL status in time file
70 |     done
71 |     echo "${mark} -- --  -- -- SSMIS wind_speed subset END"
72 | }
73 | 
74 | function curl_run1000() {
75 | 
76 |     rm -f ${result_file_base}*
77 | 
78 |     for i in {1..1000}; do
79 |         echo "----- LAP: $i Started: "`date`"  uTime: "`date "+%s"`
80 |         for process in {0..7}; do
81 |             run_ssmis "${i}" "${process}" & 2>&1
82 |         done
83 |         wait;
84 |     done
85 | }
86 | 
87 | 
88 | 
89 | 


--------------------------------------------------------------------------------
/python-xarray/balto-urls.sh:
--------------------------------------------------------------------------------
  1 | #!/bin/bash
  2 | 
  3 | # SERVICE="https://ghrc.nsstc.nasa.gov/opendap"
  4 | SERVICE="https://ghrcdrive.nsstc.nasa.gov/pub"
  5 | SERVICE="http://balto.opendap.org/opendap"
  6 | SERVICE="http://balto.opendap.org/opendap/ssmis/dmrpp_s3"
  7 | 
  8 | FILES_TO_GET=$(
  9 |     cat <<EOF
 10 | ${SERVICE}/f17_ssmis_20190101v7.nc.dmrpp
 11 | ${SERVICE}/f17_ssmis_20190102v7.nc.dmrpp
 12 | ${SERVICE}/f17_ssmis_20190103v7.nc.dmrpp
 13 | ${SERVICE}/f17_ssmis_20190104v7.nc.dmrpp
 14 | ${SERVICE}/f17_ssmis_20190105v7.nc.dmrpp
 15 | ${SERVICE}/f17_ssmis_20190106v7.nc.dmrpp
 16 | ${SERVICE}/f17_ssmis_20190107v7.nc.dmrpp
 17 | ${SERVICE}/f17_ssmis_20190108v7.nc.dmrpp
 18 | ${SERVICE}/f17_ssmis_20190109v7.nc.dmrpp
 19 | ${SERVICE}/f17_ssmis_20190110v7.nc.dmrpp
 20 | ${SERVICE}/f17_ssmis_20190111v7.nc.dmrpp
 21 | ${SERVICE}/f17_ssmis_20190112v7.nc.dmrpp
 22 | ${SERVICE}/f17_ssmis_20190113v7.nc.dmrpp
 23 | ${SERVICE}/f17_ssmis_20190114v7.nc.dmrpp
 24 | ${SERVICE}/f17_ssmis_20190115v7.nc.dmrpp
 25 | ${SERVICE}/f17_ssmis_20190116v7.nc.dmrpp
 26 | ${SERVICE}/f17_ssmis_20190117v7.nc.dmrpp
 27 | ${SERVICE}/f17_ssmis_20190118v7.nc.dmrpp
 28 | ${SERVICE}/f17_ssmis_20190119v7.nc.dmrpp
 29 | ${SERVICE}/f17_ssmis_20190120v7.nc.dmrpp
 30 | ${SERVICE}/f17_ssmis_20190121v7.nc.dmrpp
 31 | ${SERVICE}/f17_ssmis_20190122v7.nc.dmrpp
 32 | ${SERVICE}/f17_ssmis_20190123v7.nc.dmrpp
 33 | ${SERVICE}/f17_ssmis_20190124v7.nc.dmrpp
 34 | ${SERVICE}/f17_ssmis_20190125v7.nc.dmrpp
 35 | ${SERVICE}/f17_ssmis_20190126v7.nc.dmrpp
 36 | ${SERVICE}/f17_ssmis_20190127v7.nc.dmrpp
 37 | ${SERVICE}/f17_ssmis_20190128v7.nc.dmrpp
 38 | ${SERVICE}/f17_ssmis_20190129v7.nc.dmrpp
 39 | ${SERVICE}/f17_ssmis_20190130v7.nc.dmrpp
 40 | ${SERVICE}/f17_ssmis_20190131v7.nc.dmrpp
 41 | ${SERVICE}/f17_ssmis_20190201v7.nc.dmrpp
 42 | ${SERVICE}/f17_ssmis_20190202v7.nc.dmrpp
 43 | ${SERVICE}/f17_ssmis_20190203v7.nc.dmrpp
 44 | ${SERVICE}/f17_ssmis_20190204v7.nc.dmrpp
 45 | ${SERVICE}/f17_ssmis_20190205v7.nc.dmrpp
 46 | ${SERVICE}/f17_ssmis_20190206v7.nc.dmrpp
 47 | ${SERVICE}/f17_ssmis_20190207v7.nc.dmrpp
 48 | ${SERVICE}/f17_ssmis_20190208v7.nc.dmrpp
 49 | ${SERVICE}/f17_ssmis_20190209v7.nc.dmrpp
 50 | ${SERVICE}/f17_ssmis_20190210v7.nc.dmrpp
 51 | ${SERVICE}/f17_ssmis_20190211v7.nc.dmrpp
 52 | ${SERVICE}/f17_ssmis_20190212v7.nc.dmrpp
 53 | ${SERVICE}/f17_ssmis_20190213v7.nc.dmrpp
 54 | ${SERVICE}/f17_ssmis_20190214v7.nc.dmrpp
 55 | ${SERVICE}/f17_ssmis_20190215v7.nc.dmrpp
 56 | ${SERVICE}/f17_ssmis_20190216v7.nc.dmrpp
 57 | ${SERVICE}/f17_ssmis_20190217v7.nc.dmrpp
 58 | ${SERVICE}/f17_ssmis_20190218v7.nc.dmrpp
 59 | ${SERVICE}/f17_ssmis_20190219v7.nc.dmrpp
 60 | ${SERVICE}/f17_ssmis_20190220v7.nc.dmrpp
 61 | ${SERVICE}/f17_ssmis_20190221v7.nc.dmrpp
 62 | ${SERVICE}/f17_ssmis_20190222v7.nc.dmrpp
 63 | ${SERVICE}/f17_ssmis_20190223v7.nc.dmrpp
 64 | ${SERVICE}/f17_ssmis_20190224v7.nc.dmrpp
 65 | ${SERVICE}/f17_ssmis_20190225v7.nc.dmrpp
 66 | ${SERVICE}/f17_ssmis_20190226v7.nc.dmrpp
 67 | ${SERVICE}/f17_ssmis_20190227v7.nc.dmrpp
 68 | ${SERVICE}/f17_ssmis_20190228v7.nc.dmrpp
 69 | ${SERVICE}/f17_ssmis_20190301v7.nc.dmrpp
 70 | ${SERVICE}/f17_ssmis_20190302v7.nc.dmrpp
 71 | ${SERVICE}/f17_ssmis_20190303v7.nc.dmrpp
 72 | ${SERVICE}/f17_ssmis_20190304v7.nc.dmrpp
 73 | ${SERVICE}/f17_ssmis_20190305v7.nc.dmrpp
 74 | ${SERVICE}/f17_ssmis_20190306v7.nc.dmrpp
 75 | ${SERVICE}/f17_ssmis_20190308v7.nc.dmrpp
 76 | ${SERVICE}/f17_ssmis_20190309v7.nc.dmrpp
 77 | ${SERVICE}/f17_ssmis_20190310v7.nc.dmrpp
 78 | ${SERVICE}/f17_ssmis_20190311v7.nc.dmrpp
 79 | ${SERVICE}/f17_ssmis_20190312v7.nc.dmrpp
 80 | ${SERVICE}/f17_ssmis_20190313v7.nc.dmrpp
 81 | ${SERVICE}/f17_ssmis_20190314v7.nc.dmrpp
 82 | ${SERVICE}/f17_ssmis_20190315v7.nc.dmrpp
 83 | ${SERVICE}/f17_ssmis_20190316v7.nc.dmrpp
 84 | ${SERVICE}/f17_ssmis_20190317v7.nc.dmrpp
 85 | ${SERVICE}/f17_ssmis_20190318v7.nc.dmrpp
 86 | ${SERVICE}/f17_ssmis_20190319v7.nc.dmrpp
 87 | ${SERVICE}/f17_ssmis_20190320v7.nc.dmrpp
 88 | ${SERVICE}/f17_ssmis_20190321v7.nc.dmrpp
 89 | ${SERVICE}/f17_ssmis_20190322v7.nc.dmrpp
 90 | ${SERVICE}/f17_ssmis_20190323v7.nc.dmrpp
 91 | ${SERVICE}/f17_ssmis_20190324v7.nc.dmrpp
 92 | ${SERVICE}/f17_ssmis_20190325v7.nc.dmrpp
 93 | ${SERVICE}/f17_ssmis_20190326v7.nc.dmrpp
 94 | ${SERVICE}/f17_ssmis_20190327v7.nc.dmrpp
 95 | ${SERVICE}/f17_ssmis_20190328v7.nc.dmrpp
 96 | ${SERVICE}/f17_ssmis_20190329v7.nc.dmrpp
 97 | ${SERVICE}/f17_ssmis_20190330v7.nc.dmrpp
 98 | ${SERVICE}/f17_ssmis_20190331v7.nc.dmrpp
 99 | EOF
100 | )
101 | 
102 | 
103 | for access in ${FILES_TO_GET}
104 | do
105 |     echo "\"${access}\",";
106 |     # name=`basename ${access}`;
107 |     # echo "name: ${name}";
108 |     # curl -n --netrc-file ~/.netrc -c cookies -b cookies -L "${access}" > "${name}"
109 | done
110 | 
111 |      
112 |  
113 |  
114 |  
115 |  
116 |  
117 |  


--------------------------------------------------------------------------------
/release-notes/release_notes-1.14.0.txt:
--------------------------------------------------------------------------------
  1 | 
  2 | Release notes for Hyrax 1.14.0
  3 | 
  4 | Logging Improvements
  5 | 
  6 | - HYRAX-548: introduce copytruncate directive in besd.logrotate, 
  7 |   remove brute-force stop/start
  8 | 
  9 | - Log only one line per get command. This can be switched back to 
 10 |   the 'three-lines-per-get' mode. using compile-time switches. There
 11 |   is also a way to trace which calls to the LOG() and VERBOSE() macros
 12 |   are responsible for which lines in the log. And there is an ERROR()
 13 |   macro to call out that an error is being logged. See the ChangeLog for
 14 |   more information.
 15 | 
 16 | - As per the above, now, when logging is not verbose, there is only about
 17 |   one line per request (more for errors). Turning on verbose mode go back
 18 |   to the old way of logging where each (internal) command run by the BES
 19 |   is explicitly logged.
 20 | 
 21 | - Switched to ISO8601 date-time; UTC is the default.
 22 |   Can use local time in the logs using BES.LogTimeLocal 
 23 |   in bes.conf.  The old date format is still in the code and 
 24 |   can be used by #undef the compile-time switch ISO8601_TIME_IN_LOGS.
 25 | 
 26 | Handler fixes
 27 | 
 28 | - HDF4 and 5 Handler fixes - summarized in those projects' NEWS file
 29 | 
 30 | Bug Fixes
 31 | 
 32 | - Refactored the software used to serve GeoTiff files (gdal_handler)
 33 |   so it no longer keeps the GDALDataset handle open. This code was
 34 |   keeping the GDALDataset handle open across calls to the RequestHandler
 35 |   when returning data responses and this breaks the NCML handler.
 36 | 
 37 | - Fixed the integration tests in bes/cmdln.  
 38 | 
 39 | Specific tickets fixed
 40 | 
 41 | HYRAX-248   	Fixed the GeoTiff and JPEG2000 responses; in some
 42 | 		        cases the raster output was upside down.
 43 | HYRAX-263	Geotiff output appears to have the latitude axis inverted.
 44 | HYRAX-281	The scale_array() server function now works with 3D arrays.  
 45 | HYRAX-283	fileout geotiff doesn't work for NCEP dataset
 46 | HYRAX-294	Make this function (scale_grid) work correctly when
 47 | 		     	subsetting an array drops it down to 2D
 48 | HYRAX-309	Test the geo functions with real data
 49 | HYRAX-362	Make the GeoTiff (GDAL) handler work with NCML aggregations
 50 | HYRAX-417	Determine axis order for scale_grid() and scale_array() functions.
 51 | HYRAX-432	WCS-2.0 war file/ deployment is broken
 52 | HYRAX-458	Use of mkstemp/mkstemps in libdap and bes is bogus
 53 | HYRAX-465	The bes (travis) build is broken
 54 | HYRAX-491	Missing single source of truth for supported Format
 55 | HYRAX-507	Fix double quote problems with WCS constraint expression eval
 56 | HYRAX-529	Hyrax fails to start using "service besd start"
 57 | HYRAX-547	FreeForm handler fmt file for ASCII data with two header lines
 58 | HYRAX-548	logrotate.d in the release 1.13.4 RPM restarts bes and tomcat every day
 59 | 
 60 | Developer fixes
 61 | 
 62 | Interface Refactoring
 63 | 
 64 | - BESInterface/XMLInterface improved, easier to grok. This affects only
 65 | people who write modules for the BES. It does not affect the behavior
 66 | of the BES in any way.
 67 | 
 68 | - Streamlined the BESInterface and BESXMLInterface classes and the
 69 | DataHandlerInterface object manipulation. Removed unused fields,
 70 | renamed confusing fields, removed unused formal parameters. Removed
 71 | useless typedefs from BESInterface. Removed init and end lists from
 72 | BESInterface. (as they are not used). Simplified class field name
 73 | changes Improved formatting for BESInterface and BESXMLCommand.
 74 | 
 75 | - Added the 'hello_world' module into the BES's 'developer' build so
 76 | that people using our developer documentation can reference a handler
 77 | that works with the current version of the BES.
 78 | 
 79 | - Added the DMR++ handler (see modules/dmrpp_module) the regular
 80 | source distribution. This code is not built as part of the regular
 81 | build, but it is part of the 'developer' build.
 82 | 
 83 | - There were several functions/methods that made temporary files
 84 | (and used mkstemps, et c. to do so). These were refactored into
 85 | just one function.
 86 | 
 87 | - Unit tests for the code were made more usable (hyrax-391)
 88 | 
 89 | - Tests for the 'file locking cache' sub-system were added.
 90 | 
 91 | - 'make distcheck' now works without the cumbersome env var for configure
 92 | on Centos 7 and ubuntu 14. Centos 6 is still in the dark ages.
 93 | 
 94 |  - Removed unneeded classes in the BES framework (hyrax-378).
 95 | 
 96 | * libdap4 updates included in this release
 97 | 
 98 | - Portability issues: Updated gnulib and mkstemps fixed as per user
 99 | reports. Removed a test for block_size in HTTPCacheTest that failed on
100 | Fedora ppc64le system with XFS system
101 | 
102 | - Branches/tickets merged: HYRAX-390 (CppUnit test improvements)
103 | 
104 | All the autotest dirs are now named 'tests'
105 | 
106 | 


--------------------------------------------------------------------------------
/python-xarray/ngap_xarray_test.py:
--------------------------------------------------------------------------------
  1 | 
  2 | """
  3 | Test access to OPeNDAP within NGAP. This is part of getting
  4 | OPeNDAP access functioning for 'analysis in place' within the
  5 | NGAP environment.
  6 | 
  7 | jhrg 1/24/22
  8 | """
  9 | 
 10 | import sys
 11 | import os
 12 | import glob
 13 | import webob
 14 | import time     # function run-times
 15 | import getopt   # for main()
 16 | import getpass  # for get_credentials()
 17 | 
 18 | import xarray as xa
 19 | 
 20 | from pydap.client import open_url
 21 | from pydap.cas.urs import setup_session
 22 | 
 23 | show_timing = False    # True shows the run-time for some functions
 24 | 
 25 | 
 26 | def get_credentials():
 27 |     """
 28 |     Read a username and password either from the environment variables USER and URS_PWORD
 29 |     or from the terminal.
 30 |     :return: A tuple (user, password)
 31 |     """
 32 |     username = os.environ.get('USER')
 33 |     password = os.environ.get('URS_PWORD')
 34 |     # Most machines do set USER, but URS_PWORD is suitably obscure
 35 |     if username is None or password is None:
 36 |         username = input("URS Username: ")
 37 |         password = getpass.getpass("URS Password: ")
 38 | 
 39 |     return username, password
 40 | 
 41 | 
 42 | def build_session(credentials, url):
 43 |     """
 44 |     Build a pydap.cmr.session object using the credentials and the URL. As a bonus,
 45 |     the session lets the OPeNDAP server know that this client can accept compressed
 46 |     responses. NB: This is HTTP-level response compression and not the HDF5/NetCDF4
 47 |     per-variable compression.
 48 |     :param credentials: A tuple of the username and password to use for the session.
 49 |     credentials[0] == the username, credentials[1] == the password.
 50 |     :param url: The URL tied to the session
 51 |     :return: The session object or None
 52 |     """
 53 |     session = setup_session(credentials[0], credentials[1], check_url=url)
 54 |     session.headers.update({'Accept-Encoding': 'deflate'})
 55 |     return session
 56 | 
 57 | 
 58 | def open_dataset(url, session):
 59 |     """
 60 |     Given a URL to a dataset in NGAP, open it using xarray. This function uses PyDAP to
 61 |     open the remote dataset via OPeNDAP.
 62 |     :param url: The URL - any opendap URL should work.
 63 |     :param session: A pydap.cmr.session object for the URL.
 64 |     :return: An xarray.Dataset that references the open dataset.
 65 |     """
 66 |     try:
 67 |         if show_timing:
 68 |             tic = time.perf_counter()
 69 | 
 70 |         # open_mfdataset() == open multi-file dataset.
 71 |         # both open_datasets and ...mfdataset use netcdf4 as the default engine and that
 72 |         # should be able to open DAP URLS. jhrg 1/24/22
 73 |         if session is not None:
 74 |             xa_ds = xa.open_dataset(url, engine='pydap', backend_kwargs={'session': session})
 75 |         else:
 76 |             xa_ds = xa.open_mfdataset(url, engine='pydap')
 77 | 
 78 |         return xa_ds
 79 | 
 80 |     except webob.exc.HTTPError as err:
 81 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
 82 |         print("HTTPError: code: ", err.code, ": ", err.detail);
 83 |         print("Error: ", sys.exc_info()[0])
 84 | 
 85 |     except UnicodeError as err:
 86 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
 87 |         print("UnicodeError - encoding: ", err.encoding, "  reason: ", err.reason, " object: ", type(err.object), " start: ", err.object[err.start]," end: ",err.end);
 88 |         print("Error: ", sys.exc_info()[0])
 89 | 
 90 |     except:
 91 |         print("Error: ", sys.exc_info()[0])
 92 | 
 93 |     finally:
 94 |         if show_timing:
 95 |             print(f"Time to open the url: {time.perf_counter() - tic:0.4f}\n")
 96 | 
 97 | 
 98 | def main():
 99 | 
100 |     usage = "Options h: get help, l: login name, p: URS password, u: OPeNDAP URL"     # FIXME
101 | 
102 |     try:
103 |         # see https://docs.python.org/3.1/library/getopt.htm
104 |         optlist, args = getopt.getopt(sys.argv[1:], 'hl:p:u:')
105 |     except:
106 |         # print help information and exit:
107 |         print(usage)
108 |         sys.exit(2)
109 | 
110 |     url = ""
111 |     username = ""
112 |     password = ""
113 |     session = False
114 | 
115 |     for o, a in optlist:
116 |         if o in ("-h", "--help"):
117 |             print(usage)
118 | 
119 |         if o == "-l":
120 |             username = a
121 | 
122 |         if o == "-p":
123 |             password = a
124 | 
125 |         if o == "-u":
126 |             url = a
127 | 
128 |     if url is None:
129 |         print("A URL is required")
130 |         print(usage)
131 |         sys.exit(2)
132 | 
133 |     if username != "" and password != "":
134 |         session = build_session((username, password), url)
135 | 
136 |     xa_ds = open_dataset(url, session)
137 | 
138 |     # cloud_ws = cloud_data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
139 |     # cloud_ws_mean = cloud_ws.mean(dim=['latitude', 'longitude'])
140 |     # print(cloud_ws_mean)
141 | 
142 | 
143 | if __name__ == "__main__":
144 |     main()
145 | 


--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
  1 | [![NSF-1740627](https://img.shields.io/badge/NSF-1740627-blue.svg)](https://nsf.gov/awardsearch/showAward?AWD_ID=1740627)
  2 | 
  3 | This is README describes how to use the very simple scripts here to
  4 | clone and build Hyrax. The scripts can also be used to set up a kind
  5 | of poor-man's nightly, or CI, build.
  6 | 
  7 | The scripts in this repo are not the only way to build Hyrax, however.
  8 | You can easily clone the three main repos and build them using the
  9 | normal autotools (for libdap and BES) and ant (for the OLFS) process.
 10 | Because Hyrax is a bit more complicated than a simple webapp, the
 11 | process has a few more steps, but it's certainly possible to build the
 12 | server in under 10 minutes on a typical laptop. For instructions see:
 13 | 
 14 |       http://docs.opendap.org/index.php/Hyrax_GitHub_Source_Build
 15 | 
 16 | Here's how to build using the scripts contained in this project. First,
 17 | the short version, which will work if you have a machine that meets the 
 18 | prerequisites:
 19 | 
 20 |     source spath.sh 
 21 | 
 22 |     ./hyrax_clone.sh
 23 | 
 24 |     ./hyrax_build.sh
 25 | 
 26 | The longer version:
 27 | 
 28 | 0. You need a Linux/OSX/Unix computer that can compile C, C++ and
 29 | Java. Most of the requirements are fairly plain, with the exception
 30 | that you'll need a recent copy of bison and flex and newer versions of
 31 | the autotools software. Since CentOS/RedHat comes with 'yum' and the
 32 | yum command syntax is fairly concise, I'll use it as shorthand for the
 33 | packages you need (with the advantage that some users can cut and
 34 | paste in a plain machine and get the packages installed very quickly):
 35 | 
 36 | yum install java-1.7.0-openjdk java-1.7.0-openjdk-devel ant git \
 37 |  gcc-c++ flex bison openssl-devel libuuid-devel readline-devel \
 38 |  zlib-devel libjpeg-devel libxml2-devel curl-devel ant-junit
 39 | 
 40 | Then download and build the latest versions of autoconf, automake and
 41 | libtool. Those can be found at:
 42 | 
 43 |     http://ftp.gnu.org/gnu/autoconf/autoconf-2.69.tar.gz
 44 |     http://ftp.gnu.org/gnu/automake/automake-1.14.1.tar.gz
 45 |     http://ftp.gnu.org/gnu/libtool/libtool-2.4.2.tar.gz
 46 | 
 47 | and are very easy to build.
 48 | 
 49 | 1. Set up the 'prefix' and 'PATH' environment variables in the shell
 50 | you're using. Use 'source spath.sh' to do this. This will set the
 51 | 'prefix' environment variable to `pwd`/build and add
 52 | `pwd`/build/bin to the front of PATH so that libdap, BES and the
 53 | various modules/handlers for the BES can find the dependencies once
 54 | they are built.
 55 | 
 56 |     source spath.sh
 57 |  
 58 | 2. Now clone all of the source repos for Hyrax using the
 59 | 'hyrax_clone.sh' script. This will take a while, but it's not too bad.
 60 | The script takes some options: verbose (-v), dry run (-n) and No
 61 | Dependencies (-D). The default will clone all of the repos including
 62 | the hyrax-dependencies. If you're building on CentOS and want to use
 63 | EPEL for the deps, use -D. Using -D will suppress cloning the
 64 | hyrax-dependencies repo. This script assumes you want to clone the BES
 65 | and load all of the modules/handlers that normally are released with
 66 | Hyrax. If thats not what you want to do, go to the web page described
 67 | earlier and build the code by hand, which will give you complete
 68 | control over what software is cloned from git, how it is built and so
 69 | on.
 70 | 
 71 |     ./hyrax_clone.sh -v
 72 | 
 73 | 3. Build the code using the 'hyrax_build.sh' script. It takes various
 74 | options: verbose (-v), dry run (-n) and some others; -h provides some
 75 | help. This script will build all of the code, including the
 76 | hyrax-dependencies if they are present (so this script works
 77 | 'intelligently' in conjunction with the hyrax_clone.sh script). The -c
 78 | and -d options run the 'clean' and 'distcheck' targets of the Makefiles
 79 | and are useful for automated builds.
 80 | 
 81 |     ./hyrax_build.sh -v
 82 | 
 83 | 4. Test the server. The hyrax_build.sh script will install the server
 84 | in $prefix/build. If it completes successfully, the server should be
 85 | built and installed.
 86 | 
 87 | To start the server, first start the BES and then the OLFS. Note that
 88 | the besctl utility is on your PATH since you sourced 'spath.sh' and
 89 | therefore have $prefix/bin on your PATH
 90 | 
 91 |     besctl start
 92 | 
 93 |     ./build/apache-tomcat-7.0.57/bin/startup.sh
 94 | 
 95 | Now goto http://localhost:8080/opendap and you should see the server
 96 | and the test data that is distributed with it. If not here are some things
 97 | to check:
 98 | 
 99 | * Is the BES running? There should be several processes associated
100 | with the BES and you can see them using 'besctl pids'. If not, look at
101 | the BES log file ($prefix/build/var/bes.log) for error messages. 
102 | 
103 | * Is tomcat running? Use 'ps -ef | grep tomcat' to see if it is. If
104 | not, look in $prefix/bui.d apache-tomcat-*/logs/catalins.out for clues
105 | as to why.
106 | 
107 | * Are you working on a machine that has ports like 8080 blocked? Hyrax
108 | needs an open port for Tomcat, nominally 8080, plus an open port for
109 | the BES. By default the BES uses port 10022.
110 | 
111 | For more detailed information on Hyrax and its configuration, see:
112 | 
113 |     http://docs.opendap.org/index.php/Documentation
114 | 
115 | -----------------------------------------------------------------------
116 | 
117 | Notes:
118 | 
119 | To clean the repo, returning it to it's initial state, use:
120 | 
121 |     rm -rf bes build hyrax-dependencies/ libdap logs olfs \
122 |      bes.log libdap.log olfs.log
123 | 
124 | If one of the distcheck targets failed, then the build dir that 
125 | it left behind will not be writable by anyone, so chmod 755 or sudo
126 | to remove it.
127 | 


--------------------------------------------------------------------------------
/python-xarray/grfn_ngap_west_cloud.py:
--------------------------------------------------------------------------------
  1 | 
  2 | import xarray as xa
  3 | import sys
  4 | 
  5 | # Get the granule names
  6 | # from ssmis_granules import f16_ssmis_100
  7 | from grfn_granules import grfn_gunw_100
  8 | 
  9 | import os
 10 | import glob
 11 | 
 12 | 
 13 | def clean_cache():
 14 |     files = glob.glob('/tmp/hyrax_http/*')
 15 | 
 16 |     for f in files:
 17 |         try:
 18 |             # f.unlink()
 19 |             os.unlink(f)
 20 |         except OSError as e:
 21 |             print("Error: %s : %s" % (f, e.strerror))
 22 | 
 23 | 
 24 | base_url = ""
 25 | suffix = ""
 26 | f = False   # results output file
 27 | 
 28 | def ngap_service():
 29 |     global base_url
 30 |     global suffix
 31 |     # This is the base url for the NGAP service which is attached to prod.
 32 |     ngap_service_base = 'http://ngap-west.opendap.org/opendap/ngap/providers/GHRC_CLOUD/collections/' \
 33 |                         'RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/'
 34 |     base_url = ngap_service_base
 35 |     suffix = ""
 36 |     print("Using NGAP Service: ", base_url)
 37 | 
 38 | 
 39 | def s3_bucket():
 40 |     global base_url
 41 |     global suffix
 42 | 
 43 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 44 |     # point to objects in an opendap S3 bucket called ngap-ssmis-west
 45 |     s3_bucket_base = "http://ngap-west.opendap.org/opendap/asf_grfn/s3/"
 46 |     base_url = s3_bucket_base
 47 |     suffix=".dmrpp"
 48 |     print("Using S3 Bucket: ", base_url)
 49 | 
 50 | 
 51 | def tea():
 52 |     global base_url
 53 |     global suffix
 54 | 
 55 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 56 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 57 |     tea_prod_base = "http://ngap-west.opendap.org/opendap/asf_grfn/tea/"
 58 |     base_url = tea_prod_base
 59 |     suffix=".dmrpp"
 60 |     print("Using TEA: ", base_url)
 61 | 
 62 | 
 63 | def granules():
 64 |     global base_url
 65 |     global suffix
 66 |     # This is the base URL for the collection of source netcdf-4 granule 
 67 |     # files.
 68 |     granule_files_base = "http://ngap-west.opendap.org/opendap/asf_grfn/granules/"
 69 |     base_url = granule_files_base
 70 |     suffix=""
 71 |     print("Using Granules: ", base_url)
 72 | 
 73 | 
 74 | def get_the_things():
 75 |     import webob
 76 |     import time
 77 | 
 78 |     global base_url
 79 |     global suffix
 80 |     global f        # results file
 81 | 
 82 |     print("base_url: ", base_url)
 83 |     print("  suffix: ", suffix)
 84 | 
 85 |     # Allows us to visualize the dask progress for parallel operations
 86 |     from dask.diagnostics import ProgressBar
 87 | 
 88 |     ProgressBar().register()
 89 | 
 90 |     # OPeNDAP In the Cloud
 91 | 
 92 |     od_files = []
 93 | 
 94 |     for g in grfn_gunw_100:
 95 |         od_files.append(base_url + g + suffix)
 96 | 
 97 |     print("   first: ", od_files[0], '\n', "   last: ", od_files[-1])
 98 |     try:
 99 |         tic = time.perf_counter()
100 | 
101 |         print("Calling xa.open_mfdataset()");
102 |         cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords')
103 |         print(cloud_data)
104 | 
105 |         print("Calling cloud_data[] subset");
106 |         cloud_ws = cloud_data['science_grids_data_amplitude'] #.sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
107 |         print(cloud_ws)
108 | 
109 |         #print("Calling cloud_ws.mean()");
110 |         #cloud_ws_mean = cloud_ws.mean(dim=['science_grids_data_latitude', 'science_grids_data_longitude'])
111 | 
112 |         #print(cloud_ws_mean)
113 | 
114 |         if f:
115 |             f.write(f"{time.perf_counter() - tic:0.4f},")
116 |             f.write("success\n")
117 | 
118 |     except webob.exc.HTTPError as err:
119 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
120 |         print("HTTPError: code: ", err.code, ": ", err.detail);
121 |         print("Error: ", sys.exc_info()[0])
122 |         if f:
123 |             f.write(f"{time.perf_counter() - tic:0.4f},")
124 |             f.write("fail\n")
125 |     except:
126 |         print("Error: ", sys.exc_info()[0])
127 |         if f:
128 |             f.write(f"{time.perf_counter() - tic:0.4f},")
129 |             f.write("fail\n")
130 | 
131 | 
132 | def main():
133 |     import getopt
134 | 
135 |     global f        # results file
136 | 
137 |     try:
138 |         # see https://docs.python.org/3.1/library/getopt.htm
139 |         optlist, args = getopt.getopt(sys.argv[1:], 'sgntahd:')
140 |     except:
141 |         # print help information and exit:
142 |         print("Options -d <datafile> -s s3, -g granules, -n ngap api, -t tea, -a all of s, g, n and t.")
143 |         sys.exit(2)
144 | 
145 |     for o, a in optlist:
146 |         if o in ("-h", "--help"):
147 |             print("Options -d <datafile> -s s3, -g granules, -n ngap api, -t tea, -a all of s, g, n and t.")
148 | 
149 |         if o in ("-d",):
150 |             print("Datafile name: ", a)
151 |             f = open(a, "a")
152 | 
153 |         if o in ("-s", "-a"):
154 |             print("###########################################")
155 |             if f:
156 |                 f.write("s3,")
157 |             s3_bucket()
158 |             clean_cache()
159 |             get_the_things()
160 | 
161 |         if o in ("-g", "-a"):
162 |             print("###########################################")
163 |             if f:
164 |                 f.write("granule,")
165 |             granules()
166 |             clean_cache()
167 |             get_the_things()
168 | 
169 |         if o in ("-t", "-a"):
170 |             print("###########################################")
171 |             if f:
172 |                 f.write("tea,")
173 |             tea()
174 |             clean_cache()
175 |             get_the_things()
176 | 
177 |         if o in ("-n", "-a"):
178 |             print("###########################################")
179 |             if f:
180 |                 f.write("ngap,")
181 |             ngap_service()
182 |             clean_cache()
183 |             get_the_things()
184 | 
185 |     if f:
186 |         f.close()
187 | 
188 | 
189 | if __name__ == "__main__":
190 |     main()
191 | 


--------------------------------------------------------------------------------
/python-xarray/ssmis_azure.py:
--------------------------------------------------------------------------------
  1 | 
  2 | import xarray as xa
  3 | import sys
  4 | 
  5 | # Get the granule names
  6 | from ssmis_azure_granules import f16_ssmis_100
  7 | 
  8 | import os
  9 | import glob
 10 | 
 11 | 
 12 | def clean_cache():
 13 |     files = glob.glob('/tmp/hyrax_http/*')
 14 | 
 15 |     for f in files:
 16 |         try:
 17 |             # f.unlink()
 18 |             os.unlink(f)
 19 |         except OSError as e:
 20 |             print("Error: %s : %s" % (f, e.strerror))
 21 | 
 22 | 
 23 | base_url = ""
 24 | suffix = ""
 25 | f = False   # results output file
 26 | 
 27 | def ngap_service():
 28 |     global base_url
 29 |     global suffix
 30 |     # This is the base url for the NGAP service which is attached to prod.
 31 |     ngap_service_base = "FAIL"
 32 |     base_url = ngap_service_base
 33 |     suffix = ""
 34 |     print("Using NGAP Service")
 35 | 
 36 | 
 37 | def s3_bucket():
 38 |     global base_url
 39 |     global suffix
 40 | 
 41 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 42 |     # point to objects in an opendap S3 bucket called ngap-ssmis-west
 43 |     s3_bucket_base = "http://hyrax-azure-instance.opendap.org:8080/opendap/data/ssmis/"
 44 |     # Old URL: "http://35.209.179.223:8080/opendap/data/dmrpp/ssmis/"
 45 |     base_url = s3_bucket_base
 46 |     suffix=".dmrpp"
 47 |     print("Using Azure BlobStorage")
 48 | 
 49 | 
 50 | def tea_prod():
 51 |     global base_url
 52 |     global suffix
 53 | 
 54 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 55 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 56 |     tea_prod_base = "FAIL"
 57 |     base_url = tea_prod_base
 58 |     suffix=".dmrpp"
 59 |     print("Using TEA in PROD")
 60 | 
 61 | def tea_uat():
 62 |     global base_url
 63 |     global suffix
 64 | 
 65 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 66 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 67 |     tea_prod_base = "FAIL"
 68 |     base_url = tea_prod_base
 69 |     suffix=".dmrpp"
 70 |     print("Using TEA in UAT")
 71 | 
 72 | 
 73 | def granules():
 74 |     global base_url
 75 |     global suffix
 76 |     # This is the base URL for the collection of source netcdf-4 granule 
 77 |     # files.
 78 |     granule_files_base = "FAIL"
 79 |     base_url = granule_files_base
 80 |     suffix=""
 81 |     print("Using Granules")
 82 | 
 83 | 
 84 | def get_the_things():
 85 |     import webob
 86 |     import time
 87 | 
 88 |     global base_url
 89 |     global suffix
 90 |     global f        # results file
 91 | 
 92 |     print("base_url: ", base_url)
 93 |     print("  suffix: ", suffix)
 94 | 
 95 |     # Allows us to visualize the dask progress for parallel operations
 96 |     from dask.diagnostics import ProgressBar
 97 | 
 98 |     ProgressBar().register()
 99 | 
100 |     # OPeNDAP In the Cloud
101 | 
102 |     od_files = []
103 | 
104 |     for g in f16_ssmis_100:
105 |         od_files.append(base_url + g + suffix)
106 | 
107 |     print("   first: ", od_files[0], '\n', "   last: ", od_files[-1])
108 |     try:
109 |         tic = time.perf_counter()
110 | 
111 |         cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords')
112 | 
113 |         cloud_ws = cloud_data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
114 | 
115 |         cloud_ws_mean = cloud_ws.mean(dim=['latitude', 'longitude'])
116 | 
117 |         print(cloud_ws_mean)
118 | 
119 |         if f:
120 |             f.write(f"{time.perf_counter() - tic:0.4f},")
121 |             f.write("success\n")
122 | 
123 |     except webob.exc.HTTPError as err:
124 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
125 |         print("HTTPError: code: ", err.code, ": ", err.detail);
126 |         print("Error: ", sys.exc_info()[0])
127 |         if f:
128 |             f.write(f"{time.perf_counter() - tic:0.4f},")
129 |             f.write("fail\n")
130 |     except:
131 |         print("Error: ", sys.exc_info()[0])
132 |         if f:
133 |             f.write(f"{time.perf_counter() - tic:0.4f},")
134 |             f.write("fail\n")
135 | 
136 | 
137 | def main():
138 |     import getopt
139 | 
140 |     global f        # results file
141 | 
142 |     try:
143 |         # see https://docs.python.org/3.1/library/getopt.htm
144 |         optlist, args = getopt.getopt(sys.argv[1:], 'sgntahud:')
145 |     except:
146 |         # print help information and exit:
147 |         print("Options -d <datafile> -s s3, -g granules, -n ngap api, -t tea, -a all of s, g, n and t.")
148 |         sys.exit(2)
149 | 
150 |     for o, a in optlist:
151 |         if o in ("-h", "--help"):
152 |             print("Options -d <datafile> -s s3, -g granules, -n ngap api, -t tea, -a all of s, g, n and t.")
153 | 
154 |         if o in ("-d",):
155 |             print("Datafile name: ", a)
156 |             f = open(a, "a")
157 | 
158 |         if o in ("-s", "-a"):
159 |             print("###########################################")
160 |             if f:
161 |                 f.write("s3,")
162 |             s3_bucket()
163 |             clean_cache()
164 |             get_the_things()
165 | 
166 |         if o in ("-g", "-a"):
167 |             print("###########################################")
168 |             if f:
169 |                 f.write("granule,")
170 |             granules()
171 |             clean_cache()
172 |             get_the_things()
173 | 
174 |         if o in ("-t", "-a"):
175 |             print("###########################################")
176 |             if f:
177 |                 f.write("tea_prod,")
178 |             tea_prod()
179 |             clean_cache()
180 |             get_the_things()
181 | 
182 |         if o in ("-u", "-a"):
183 |             print("###########################################")
184 |             if f:
185 |                 f.write("tea_uat,")
186 |             tea_uat()
187 |             clean_cache()
188 |             get_the_things()
189 | 
190 |         if o in ("-n", "-a"):
191 |             print("###########################################")
192 |             if f:
193 |                 f.write("ngap,")
194 |             ngap_service()
195 |             clean_cache()
196 |             get_the_things()
197 | 
198 |     if f:
199 |         f.close()
200 | 
201 | 
202 | if __name__ == "__main__":
203 |     main()
204 | 


--------------------------------------------------------------------------------
/python-xarray/ssmis_gcloud.py:
--------------------------------------------------------------------------------
  1 | 
  2 | import xarray as xa
  3 | import sys
  4 | 
  5 | # Get the granule names
  6 | from ssmis_granules import f16_ssmis_100
  7 | 
  8 | import os
  9 | import glob
 10 | 
 11 | 
 12 | def clean_cache():
 13 |     files = glob.glob('/tmp/hyrax_http/*')
 14 | 
 15 |     for f in files:
 16 |         try:
 17 |             # f.unlink()
 18 |             os.unlink(f)
 19 |         except OSError as e:
 20 |             print("Error: %s : %s" % (f, e.strerror))
 21 | 
 22 | 
 23 | base_url = ""
 24 | suffix = ""
 25 | f = False   # results output file
 26 | 
 27 | def ngap_service():
 28 |     global base_url
 29 |     global suffix
 30 |     # This is the base url for the NGAP service which is attached to prod.
 31 |     ngap_service_base = "FAIL"
 32 |     base_url = ngap_service_base
 33 |     suffix = ""
 34 |     print("Using NGAP Service")
 35 | 
 36 | 
 37 | def s3_bucket():
 38 |     global base_url
 39 |     global suffix
 40 | 
 41 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 42 |     # point to objects in an opendap S3 bucket called ngap-ssmis-west
 43 |     s3_bucket_base = "http://hyrax-gce-instance.opendap.org:8080/opendap/data/dmrpp/ssmis/"
 44 |     # Old URL: "http://35.209.179.223:8080/opendap/data/dmrpp/ssmis/"
 45 |     base_url = s3_bucket_base
 46 |     suffix=".dmrpp"
 47 |     print("Using S3 Bucket ngap-ssmis-west")
 48 | 
 49 | 
 50 | def tea_prod():
 51 |     global base_url
 52 |     global suffix
 53 | 
 54 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 55 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 56 |     tea_prod_base = "FAIL"
 57 |     base_url = tea_prod_base
 58 |     suffix=".dmrpp"
 59 |     print("Using TEA in PROD")
 60 | 
 61 | def tea_uat():
 62 |     global base_url
 63 |     global suffix
 64 | 
 65 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 66 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 67 |     tea_prod_base = "FAIL"
 68 |     base_url = tea_prod_base
 69 |     suffix=".dmrpp"
 70 |     print("Using TEA in UAT")
 71 | 
 72 | 
 73 | def granules():
 74 |     global base_url
 75 |     global suffix
 76 |     # This is the base URL for the collection of source netcdf-4 granule 
 77 |     # files.
 78 |     granule_files_base = "FAIL"
 79 |     base_url = granule_files_base
 80 |     suffix=""
 81 |     print("Using Granules")
 82 | 
 83 | 
 84 | def get_the_things():
 85 |     import webob
 86 |     import time
 87 | 
 88 |     global base_url
 89 |     global suffix
 90 |     global f        # results file
 91 | 
 92 |     print("base_url: ", base_url)
 93 |     print("  suffix: ", suffix)
 94 | 
 95 |     # Allows us to visualize the dask progress for parallel operations
 96 |     from dask.diagnostics import ProgressBar
 97 | 
 98 |     ProgressBar().register()
 99 | 
100 |     # OPeNDAP In the Cloud
101 | 
102 |     od_files = []
103 | 
104 |     for g in f16_ssmis_100:
105 |         od_files.append(base_url + g + suffix)
106 | 
107 |     print("   first: ", od_files[0], '\n', "   last: ", od_files[-1])
108 |     try:
109 |         tic = time.perf_counter()
110 | 
111 |         cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords')
112 | 
113 |         cloud_ws = cloud_data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
114 | 
115 |         cloud_ws_mean = cloud_ws.mean(dim=['latitude', 'longitude'])
116 | 
117 |         print(cloud_ws_mean)
118 | 
119 |         if f:
120 |             f.write(f"{time.perf_counter() - tic:0.4f},")
121 |             f.write("success\n")
122 | 
123 |     except webob.exc.HTTPError as err:
124 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
125 |         print("HTTPError: code: ", err.code, ": ", err.detail);
126 |         print("Error: ", sys.exc_info()[0])
127 |         if f:
128 |             f.write(f"{time.perf_counter() - tic:0.4f},")
129 |             f.write("fail\n")
130 |     except:
131 |         print("Error: ", sys.exc_info()[0])
132 |         if f:
133 |             f.write(f"{time.perf_counter() - tic:0.4f},")
134 |             f.write("fail\n")
135 | 
136 | 
137 | def main():
138 |     import getopt
139 | 
140 |     global f        # results file
141 | 
142 |     try:
143 |         # see https://docs.python.org/3.1/library/getopt.htm
144 |         optlist, args = getopt.getopt(sys.argv[1:], 'sgntahud:')
145 |     except:
146 |         # print help information and exit:
147 |         print("Options -d <datafile> -s s3, -g granules, -n ngap api, -t tea, -a all of s, g, n and t.")
148 |         sys.exit(2)
149 | 
150 |     for o, a in optlist:
151 |         if o in ("-h", "--help"):
152 |             print("Options -d <datafile> -s s3, -g granules, -n ngap api, -t tea, -a all of s, g, n and t.")
153 | 
154 |         if o in ("-d",):
155 |             print("Datafile name: ", a)
156 |             f = open(a, "a")
157 | 
158 |         if o in ("-s", "-a"):
159 |             print("###########################################")
160 |             if f:
161 |                 f.write("s3,")
162 |             s3_bucket()
163 |             clean_cache()
164 |             get_the_things()
165 | 
166 |         if o in ("-g", "-a"):
167 |             print("###########################################")
168 |             if f:
169 |                 f.write("granule,")
170 |             granules()
171 |             clean_cache()
172 |             get_the_things()
173 | 
174 |         if o in ("-t", "-a"):
175 |             print("###########################################")
176 |             if f:
177 |                 f.write("tea_prod,")
178 |             tea_prod()
179 |             clean_cache()
180 |             get_the_things()
181 | 
182 |         if o in ("-u", "-a"):
183 |             print("###########################################")
184 |             if f:
185 |                 f.write("tea_uat,")
186 |             tea_uat()
187 |             clean_cache()
188 |             get_the_things()
189 | 
190 |         if o in ("-n", "-a"):
191 |             print("###########################################")
192 |             if f:
193 |                 f.write("ngap,")
194 |             ngap_service()
195 |             clean_cache()
196 |             get_the_things()
197 | 
198 |     if f:
199 |         f.close()
200 | 
201 | 
202 | if __name__ == "__main__":
203 |     main()
204 | 


--------------------------------------------------------------------------------
/hyrax_build.sh:
--------------------------------------------------------------------------------
  1 | #!/bin/bash
  2 | #
  3 | # Build all of Hyrax given a fresh checkout from git.
  4 | # This is fairly rough...
  5 | 
  6 | function help {
  7 |     echo "Usage: $0 [options] where options are:"
  8 |     echo "-h: help; this message"
  9 |     echo "-v: verbose"
 10 |     echo "-n: print what would be done"
 11 |     echo "-2: DAP2 build"
 12 |     echo "-c: run make clean before the builds"
 13 |     echo "-d: run the distcheck targets for the C++ code"
 14 |     echo "-D: Do not build thehyrax-dependencies package"
 15 |     echo "-N: If the dependencies are present, build the <all-static-rpm> target"
 16 |     echo "-p prefix: use <prefix> as the build/install prefix"
 17 | }
 18 | 
 19 | # Hack jhrg 1/8/24
 20 | jobs=-j20
 21 | 
 22 | args=`getopt hvn2cdDNp: $*`
 23 | if test $? != 0
 24 | then
 25 |     help
 26 |     exit 2
 27 | fi
 28 | 
 29 | set -- $args
 30 | 
 31 | # Not sure about this way of handling prefix... Should we make it
 32 | # easier to build and install to /usr/local? 
 33 | export prefix=${prefix:-$PWD/build}
 34 | 
 35 | if echo $PATH | grep $prefix > /dev/null
 36 | then
 37 |     echo "PATH Already set"
 38 | else
 39 |     export PATH=$prefix/bin:$prefix/deps/bin:$PATH
 40 | fi
 41 | 
 42 | # This is needed for the linux builds; if using the deps libraries
 43 | # on linux, those directories also need to be on LD_LIBRARY_PATH.
 44 | # I'm not sure this is true... jhrg 1/2/13
 45 | # We do need this for icu-3.6 on AWS EC2 instances. jhrg 3/5/13
 46 | if echo $LD_LIBRARY_PATH | grep $prefix/lib:$prefix/deps/lib > /dev/null
 47 | then
 48 |     echo "LD_LIBRARY_PATH already set"
 49 | else
 50 |     export LD_LIBRARY_PATH=$prefix/lib:$prefix/deps/lib:$LD_LIBRARY_PATH
 51 | fi
 52 | 
 53 | # Set verbose and dry_run to false
 54 | 
 55 | verbose=""
 56 | dry_run="no"
 57 | dap2="no"
 58 | clean=""
 59 | distcheck=""
 60 | build_hyrax_deps="yes"
 61 | for_nasa_rpm=""
 62 | 
 63 | for i in $*
 64 | do
 65 |     case "$i"
 66 | 	in
 67 | 	-h)
 68 | 	    help
 69 | 	    exit 0;;
 70 |         -v)
 71 |             verbose="--verbose"
 72 |             shift;;
 73 |         -n)
 74 |             dry_run="yes"
 75 |             shift;;
 76 | 	-2)
 77 | 	    dap2="yes"
 78 | 	    shift;;
 79 | 	-c)
 80 | 	    clean="yes"
 81 | 	    shift;;
 82 | 	-d)
 83 | 	    distcheck="yes"
 84 | 	    shift;;
 85 | 	-D)
 86 | 	    build_hyrax_deps="no"
 87 | 	    shift;;
 88 | 	-N)
 89 | 	    for_nasa_rpm="for-static-rpm"
 90 | 	    shift;;
 91 | 	-p)
 92 | 	    prefix=$2
 93 | 	    shift; shift;;
 94 |         --)
 95 |             shift; break;;
 96 |     esac
 97 | done
 98 | 
 99 | function verbose {
100 |     if test -n "$verbose"
101 |     then
102 |         echo "$*"
103 |     fi
104 | }
105 | 
106 | function do_command {
107 |     if test "$dry_run" = "yes"
108 |     then
109 | 	echo "$*"
110 |     else
111 | 	verbose "$*"
112 | 	$*
113 |     fi
114 | }
115 | 
116 | # Two args "do_make_build <thing> <configure options>"
117 | function do_make_build {
118 |     verbose "Building in $1"
119 | 
120 |     # in a sub-shell
121 |     (
122 |     if cd $1
123 |     then
124 | 	# shift first arg off so $* holds the remaining args
125 | 	shift
126 | 
127 | 	if test ! -x configure
128 | 	then
129 | 	    do_command "autoreconf --force --install $verbose"
130 | 	fi
131 | 	if test ! -x configure -a -z "$dry_run"
132 | 	then
133 | 	    echo "Could not find or build configure script"
134 | 	    exit 1
135 | 	fi
136 | 
137 | 	do_command "./configure $*"
138 | 	verbose "%%% configure status: $?"
139 | 
140 | 	if test -n "$clean"
141 | 	then
142 | 	    do_command "make clean"
143 | 	fi
144 | 
145 | 	do_command "make $jobs"
146 | 	verbose "%%% make status: $?"
147 | 
148 | 	# some of the bes/handler tests fail w/parallel builds
149 | 	do_command "make check -k"
150 | 	verbose "%%% check status: $?"
151 | 
152 | 	do_command "make install"
153 | 	verbose "%%% install status: $?"
154 | 
155 | 	if test -n "$distcheck"
156 | 	then
157 | 	    do_command "make distcheck $jobs"
158 | 	    verbose "%%% distcheck status: $?"
159 | 	fi
160 |     fi
161 |     )
162 | }
163 | 
164 | # Two args "do_build <thing> <configure options>"
165 | function do_ant_build {
166 |     verbose "Building in $1"
167 | 
168 |     # in a sub-shell
169 |     (
170 |     if cd $1
171 |     then
172 | 	# shift first arg off so $* holds the remaining args
173 | 	shift
174 | 	if test ! -f build.xml
175 | 	then
176 | 	    echo "Could not find build.xml script"
177 | 	    exit 1
178 | 	fi
179 | 
180 | 	do_command "ant server $*"
181 | 	verbose "%%% make status: $? (ant server $*)"
182 | 
183 | 	if test -d $tomcat_webapps
184 | 	then
185 | 	    do_command "cp build/dist/opendap.war $tomcat_webapps"
186 | 	    verbose "%%% install status: $?"
187 | 	else
188 | 	    echo "Could not find $tomcat_webapps"
189 | 	    verbose "%%% install status: 2"
190 | 	fi
191 | 
192 | 	do_command "ant check $*"
193 | 	verbose "%%% check status: $? (ant check $*)"
194 |     fi
195 |     )
196 | }
197 | 
198 | if test -d hyrax-dependencies -a x$build_hyrax_deps = xyes
199 | then
200 |     (
201 |     verbose "Building the local dependencies"
202 | 
203 |     cd hyrax-dependencies
204 |     # $for_nasa_rpm will contain the magic needed to make just the stuff
205 |     # we need for the BES rpm for NASA (with static HDF4/hdfeos2, ...).
206 |     # NB: The -N option of this script will build the static version of
207 |     # these dependencies; without -N you get all the deps as dynamic libraries.
208 |     do_command "make $jobs $for_nasa_rpm"
209 | 
210 |     # The above unpacks, builds and installs each dependency. It uses lots
211 |     # of space. This removes the source build directories, saving almost
212 |     # 2GB of disk. jhrg 10/24/19
213 |     do_command "make really-clean"
214 | 
215 |     # figure out the apache tomcat dir name based on the rev of tomcat's 
216 |     # tar file in the 'extra_downloads' dir and replace if needed. This 
217 |     # tests if the versions are not the same, not if one is newer than the
218 |     # other.
219 |     deps_tomcat_ver=`ls -1 extra_downloads/apache-tomcat-7.*.*.tar.gz | sed 's@.*\([0-9]\.[0-9]*\.[0-9]*\)\.tar.gz@\1@'`
220 |     if test ! -d $prefix/apache-tomcat-$deps_tomcat_ver
221 |     then
222 | 	verbose "Replacing tomcat with version $dep_tomcat_ver"
223 | 	# remove previous tomcat; add the new one
224 | 	rm $prefix/apache-tomcat-*
225 | 	do_command "tar -xzf extra_downloads/apache-tomcat-7.*.*.tar.gz -C $prefix"
226 |     fi
227 |     )
228 | 
229 |     # deps is used later with the BES build. If hyrax-dependencies is not
230 |     # here, then assume the third-party packages are otherwise available.
231 |     deps="--with-dependencies=$prefix/deps"
232 | fi
233 | 
234 | prefix_arg=--prefix=$prefix
235 | 
236 | if test "$dap2" == "yes"
237 | then
238 |     libdap="libdap"
239 | else
240 |     libdap="libdap4"
241 | fi
242 | 
243 | do_make_build $libdap $prefix_arg --enable-developer 2>&1 | tee $libdap.log
244 | 
245 | do_make_build bes $prefix_arg $deps --enable-developer 2>&1 | tee bes.log
246 | 
247 | tomcat_webapps=$prefix/apache-tomcat-9.*.*/webapps
248 | 
249 | do_ant_build olfs 2>&1 | tee olfs.log
250 | 
251 | 


--------------------------------------------------------------------------------
/python-xarray/grfn_granules.py:
--------------------------------------------------------------------------------
  1 | grfn_gunw_100 = [ "S1-GUNW-A-R-087-tops-20141023_20141011-153856-27545N_25464N-PP-1a1a-v2_0_2.nc",
  2 | "S1-GUNW-A-R-087-tops-20141023_20141011-153922-29040N_26961N-PP-b548-v2_0_2.nc",
  3 | "S1-GUNW-A-R-087-tops-20141023_20141011-153947-30534N_28625N-PP-86d9-v2_0_2.nc",
  4 | "S1-GUNW-A-R-087-tops-20141023_20141011-154012-320275N_30122N-PP-f721-v2_0_2.nc",
  5 | "S1-GUNW-A-R-087-tops-20141023_20141011-154036-33520N_31618N-PP-b56c-v2_0_2.nc",
  6 | "S1-GUNW-A-R-087-tops-20141023_20141011-154101-35011N_33113N-PP-a240-v2_0_2.nc",
  7 | "S1-GUNW-A-R-087-tops-20141023_20141011-154101-35011N_33113N-PP-a240-v2_0_3.nc",
  8 | "S1-GUNW-A-R-160-tops-20141028_20141016-154720-28242N_26016N-PP-fa45-v2_0_2.nc",
  9 | "S1-GUNW-A-R-160-tops-20141028_20141016-154720-28242N_26016N-PP-fa45-v2_0_3.nc",
 10 | "S1-GUNW-A-R-160-tops-20141028_20141016-154747-29735N_27680N-PP-4b3d-v2_0_2.nc",
 11 | "S1-GUNW-A-R-160-tops-20141028_20141016-154747-29735N_27680N-PP-4b3d-v2_0_3.nc",
 12 | "S1-GUNW-A-R-160-tops-20141028_20141016-154812-31230N_29343N-PP-f75d-v2_0_2.nc",
 13 | "S1-GUNW-A-R-160-tops-20141028_20141016-154812-31230N_29343N-PP-f75d-v2_0_3.nc",
 14 | "S1-GUNW-A-R-160-tops-20141028_20141016-154837-32723N_30840N-PP-5247-v2_0_2.nc",
 15 | "S1-GUNW-A-R-160-tops-20141028_20141016-154837-32723N_30840N-PP-5247-v2_0_3.nc",
 16 | "S1-GUNW-A-R-087-tops-20141104_20141011-153856-27532N_25471N-PP-54dd-v2_0_2.nc",
 17 | "S1-GUNW-A-R-087-tops-20141104_20141023-153856-27532N_25471N-PP-56c3-v2_0_2.nc",
 18 | "S1-GUNW-A-R-087-tops-20141104_20141011-153922-29026N_27135N-PP-ef64-v2_0_2.nc",
 19 | "S1-GUNW-A-R-087-tops-20141104_20141023-153922-29026N_27135N-PP-ea40-v2_0_2.nc",
 20 | "S1-GUNW-A-R-087-tops-20141104_20141011-153946-30520N_28633N-PP-305c-v2_0_2.nc",
 21 | "S1-GUNW-A-R-087-tops-20141104_20141023-153946-30520N_28633N-PP-7262-v2_0_2.nc",
 22 | "S1-GUNW-A-R-087-tops-20141104_20141023-154011-32015N_30130N-PP-e6bd-v2_0_2.nc",
 23 | "S1-GUNW-A-R-087-tops-20141104_20141011-154011-32015N_30130N-PP-aeea-v2_0_2.nc",
 24 | "S1-GUNW-A-R-087-tops-20141104_20141011-154036-33508N_31625N-PP-0482-v2_0_2.nc",
 25 | "S1-GUNW-A-R-087-tops-20141104_20141023-154036-33508N_31625N-PP-10f4-v2_0_2.nc",
 26 | "S1-GUNW-A-R-087-tops-20141104_20141011-154101-35011N_33112N-PP-9de2-v2_0_2.nc",
 27 | "S1-GUNW-A-R-087-tops-20141104_20141023-154101-35011N_33112N-PP-1405-v2_0_2.nc",
 28 | "S1-GUNW-A-R-087-tops-20141104_20141011-154101-35011N_33112N-PP-9de2-v2_0_3.nc",
 29 | "S1-GUNW-A-R-087-tops-20141104_20141023-154101-35011N_33112N-PP-1405-v2_0_3.nc",
 30 | "S1-GUNW-A-R-143-tops-20141108_20141015-114912-30031N_27809N-PP-f0ea-v2_0_3.nc",
 31 | "S1-GUNW-A-R-143-tops-20141108_20141015-114938-31525N_29472N-PP-6c30-v2_0_3.nc",
 32 | "S1-GUNW-A-R-143-tops-20141108_20141015-115004-33018N_31134N-PP-e3d9-v2_0_3.nc",
 33 | "S1-GUNW-A-R-143-tops-20141108_20141015-115029-34510N_32630N-PP-a450-v2_0_3.nc",
 34 | "S1-GUNW-A-R-143-tops-20141108_20141015-115053-36003N_34125N-PP-f5b9-v2_0_3.nc",
 35 | "S1-GUNW-A-R-143-tops-20141108_20141015-115118-37495N_35619N-PP-ff00-v2_0_3.nc",
 36 | "S1-GUNW-A-R-143-tops-20141108_20141015-115144-38985N_37112N-PP-9e72-v2_0_3.nc",
 37 | "S1-GUNW-A-R-143-tops-20141108_20141015-115209-40477N_38605N-PP-ebdb-v2_0_3.nc",
 38 | "S1-GUNW-A-R-143-tops-20141108_20141015-115234-41966N_40095N-PP-f72d-v2_0_3.nc",
 39 | "S1-GUNW-A-R-160-tops-20141109_20141028-154720-28242N_26016N-PP-9abe-v2_0_2.nc",
 40 | "S1-GUNW-A-R-160-tops-20141109_20141016-154720-28242N_26016N-PP-9100-v2_0_2.nc",
 41 | "S1-GUNW-A-R-160-tops-20141109_20141028-154720-28242N_26016N-PP-9abe-v2_0_3.nc",
 42 | "S1-GUNW-A-R-160-tops-20141109_20141016-154720-28242N_26016N-PP-9100-v2_0_3.nc",
 43 | "S1-GUNW-A-R-160-tops-20141109_20141028-154747-29736N_27680N-PP-96ec-v2_0_2.nc",
 44 | "S1-GUNW-A-R-160-tops-20141109_20141016-154747-29736N_27680N-PP-53d5-v2_0_2.nc",
 45 | "S1-GUNW-A-R-160-tops-20141109_20141028-154747-29736N_27680N-PP-96ec-v2_0_3.nc",
 46 | "S1-GUNW-A-R-160-tops-20141109_20141016-154747-29736N_27680N-PP-53d5-v2_0_3.nc",
 47 | "S1-GUNW-A-R-160-tops-20141109_20141028-154812-31230N_29344N-PP-616a-v2_0_2.nc",
 48 | "S1-GUNW-A-R-160-tops-20141109_20141016-154812-31230N_29344N-PP-7c1e-v2_0_2.nc",
 49 | "S1-GUNW-A-R-160-tops-20141109_20141028-154812-31230N_29344N-PP-616a-v2_0_3.nc",
 50 | "S1-GUNW-A-R-160-tops-20141109_20141016-154812-31230N_29344N-PP-7c1e-v2_0_3.nc",
 51 | "S1-GUNW-A-R-160-tops-20141109_20141028-154837-32724N_30840N-PP-f2b7-v2_0_2.nc",
 52 | "S1-GUNW-A-R-160-tops-20141109_20141016-154837-32724N_30840N-PP-3d94-v2_0_2.nc",
 53 | "S1-GUNW-A-R-160-tops-20141109_20141028-154837-32724N_30840N-PP-f2b7-v2_0_3.nc",
 54 | "S1-GUNW-A-R-160-tops-20141109_20141016-154837-32724N_30840N-PP-3d94-v2_0_3.nc",
 55 | "S1-GUNW-A-R-014-tops-20141111_20141030-152945-24165N_21930N-PP-c685-v2_0_2.nc",
 56 | "S1-GUNW-A-R-014-tops-20141111_20141030-153011-25661N_23595N-PP-f017-v2_0_2.nc",
 57 | "S1-GUNW-A-R-014-tops-20141111_20141030-153037-27156N_25261N-PP-0737-v2_0_2.nc",
 58 | "S1-GUNW-A-R-014-tops-20141111_20141030-153101-28651N_26759N-PP-6a25-v2_0_2.nc",
 59 | "S1-GUNW-D-R-032-tops-20141112_20141019-214636-15317N_13295N-PP-a82c-v2_0_2.nc",
 60 | "S1-GUNW-A-R-041-tops-20141113_20141020-115721-29806N_27584N-PP-a54f-v2_0_3.nc",
 61 | "S1-GUNW-A-R-041-tops-20141113_20141020-115748-31300N_29248N-PP-6040-v2_0_3.nc",
 62 | "S1-GUNW-A-R-041-tops-20141113_20141020-115813-32793N_30910N-PP-a498-v2_0_1.nc",
 63 | "S1-GUNW-A-R-041-tops-20141113_20141020-115813-32793N_30910N-PP-a4e3-v2_0_3.nc",
 64 | "S1-GUNW-A-R-041-tops-20141113_20141020-115838-34285N_32405N-PP-1051-v2_0_1.nc",
 65 | "S1-GUNW-A-R-041-tops-20141113_20141020-115838-34285N_32405N-PP-350c-v2_0_3.nc",
 66 | "S1-GUNW-A-R-041-tops-20141113_20141020-115903-35778N_33900N-PP-21bc-v2_0_1.nc",
 67 | "S1-GUNW-A-R-041-tops-20141113_20141020-115903-35778N_33900N-PP-cf7d-v2_0_3.nc",
 68 | "S1-GUNW-A-R-041-tops-20141113_20141020-115928-37270N_35394N-PP-c5ca-v2_0_1.nc",
 69 | "S1-GUNW-A-R-041-tops-20141113_20141020-115928-37270N_35394N-PP-a999-v2_0_3.nc",
 70 | "S1-GUNW-A-R-041-tops-20141113_20141020-115953-38760N_36887N-PP-b3f4-v2_0_1.nc",
 71 | "S1-GUNW-A-R-041-tops-20141113_20141020-115953-38760N_36887N-PP-8805-v2_0_3.nc",
 72 | "S1-GUNW-A-R-041-tops-20141113_20141020-120018-40250N_38380N-PP-a44f-v2_0_1.nc",
 73 | "S1-GUNW-A-R-041-tops-20141113_20141020-120018-40250N_38380N-PP-56cb-v2_0_3.nc",
 74 | "S1-GUNW-A-R-041-tops-20141113_20141020-120043-41741N_39871N-PP-7827-v2_0_1.nc",
 75 | "S1-GUNW-A-R-041-tops-20141113_20141020-120043-41741N_39871N-PP-d1c9-v2_0_3.nc",
 76 | "S1-GUNW-A-R-041-tops-20141113_20141020-120108-43231N_41362N-PP-c81b-v2_0_1.nc",
 77 | "S1-GUNW-A-R-041-tops-20141113_20141020-120108-43231N_41362N-PP-f424-v2_0_3.nc",
 78 | "S1-GUNW-A-R-041-tops-20141113_20141020-120133-44720N_42852N-PP-c59a-v2_0_1.nc",
 79 | "S1-GUNW-A-R-041-tops-20141113_20141020-120133-44720N_42852N-PP-0507-v2_0_3.nc",
 80 | "S1-GUNW-A-R-041-tops-20141113_20141020-120158-46209N_44341N-PP-ff3f-v2_0_3.nc",
 81 | "S1-GUNW-A-R-041-tops-20141113_20141020-120223-47861N_45830N-PP-dc1b-v2_0_3.nc",
 82 | "S1-GUNW-A-R-041-tops-20141113_20141020-120251-49679N_47316N-PP-defa-v2_0_3.nc",
 83 | "S1-GUNW-D-R-079-tops-20141116_20141023-030719-16084N_14064N-PP-3545-v2_0_2.nc",
 84 | "S1-GUNW-D-R-079-tops-20141116_20141023-030746-14420N_12395N-PP-75c0-v2_0_2.nc",
 85 | "S1-GUNW-D-R-079-tops-20141116_20141023-030811-12922N_10895N-PP-a98f-v2_0_2.nc",
 86 | "S1-GUNW-D-R-079-tops-20141116_20141023-030836-11425N_09393N-PP-3df1-v2_0_2.nc",
 87 | "S1-GUNW-D-R-079-tops-20141116_20141023-030901-09928N_07891N-PP-7d6c-v2_0_2.nc",
 88 | "S1-GUNW-D-R-079-tops-20141116_20141023-030926-08430N_06390N-PP-5c6d-v2_0_2.nc",
 89 | "S1-GUNW-D-R-083-tops-20141116_20141023-095326-24087S_26269S-PP-7c53-v2_0_2.nc",
 90 | "S1-GUNW-D-R-083-tops-20141116_20141023-095351-25567S_27757S-PP-3f05-v2_0_2.nc",
 91 | "S1-GUNW-D-R-083-tops-20141116_20141023-095416-27045S_29243S-PP-4328-v2_0_2.nc",
 92 | "S1-GUNW-D-R-083-tops-20141116_20141023-095441-28522S_30729S-PP-767e-v2_0_2.nc",
 93 | "S1-GUNW-D-R-083-tops-20141116_20141023-095506-29996S_32212S-PP-7a95-v2_0_2.nc",
 94 | "S1-GUNW-D-R-083-tops-20141116_20141023-095531-31468S_33694S-PP-0965-v2_0_2.nc",
 95 | "S1-GUNW-D-R-083-tops-20141116_20141023-095556-33101S_35173S-PP-3928-v2_0_2.nc",
 96 | "S1-GUNW-D-R-083-tops-20141116_20141023-095621-34568S_36651S-PP-d3dd-v2_0_2.nc",
 97 | "S1-GUNW-D-R-083-tops-20141116_20141023-095646-360325S_38126S-PP-24b3-v2_0_2.nc",
 98 | "S1-GUNW-D-R-083-tops-20141116_20141023-095711-37493S_39600S-PP-c4b4-v2_0_2.nc",
 99 | "S1-GUNW-D-R-083-tops-20141116_20141023-095736-38950S_41233S-PP-e380-v2_0_2.nc",
100 | "S1-GUNW-A-R-087-tops-20141116_20141011-153856-27533N_25472N-PP-b6df-v2_0_2.nc"]
101 | 


--------------------------------------------------------------------------------
/release-notes/release_notes-1.15.0.txt:
--------------------------------------------------------------------------------
  1 | 
  2 | 1.15.0 release (24 September 2018)
  3 | 
  4 | Welcome to the Hyrax 1.15.0 release
  5 | 
  6 | This release, Hyrax-1.15, contains new features and bug fixes.
  7 | 
  8 | The complete server documentation can be found on line at
  9 | https://opendap.github.io/hyrax_guide/Master_Hyrax_Guide.html
 10 | 
 11 | New Features
 12 | 
 13 | CoverageJSON - For datasets that contain geo-spatial data, we now
 14 | provide the option to get those data (and related metadata) encoded
 15 | using the covjson format. Thanks to Corey Hemphill, Riley Rimer, and
 16 | Lewis McGibbney for this contribution.
 17 | 
 18 | JSON-LD - With this release Hyrax adds JSON-LD content to every
 19 | browser navigable catalog page ( i.e. "*/contents.html") and to every
 20 | dataset/granule OPeNDAP Data Access Form. This feature along with the
 21 | site map generation can be used to assist search engines like Google
 22 | to catalog/index/find the data you wish the world to access.
 23 | 
 24 | New Data Access Form - The OPeNDAP Data Access Form is renewed. A more
 25 | compact and response UI that we hope to be improving even more in the
 26 | months to come.
 27 | 
 28 | NASA Earthdata Login (URS) Support - In addition to utilizing the
 29 | mod_auth_urs Apache module to provide Earthdata Login services Hyrax
 30 | now has it's own standalone implementation of the Earthdata Login
 31 | client. This means that it can be deployed using only Tomcat (or other
 32 | servlet Engine) and still work with Earthdata Login with out binding
 33 | it to an instance of Apache httpd.
 34 | 
 35 | MetaData Store (MDS) - A new cache has been added to the BES for
 36 | Metadata Responses (aka, the MDS or MetaData Store). This cache is
 37 | unlike the other BES caches in that it is intended to be operated as
 38 | either a 'cache' or a 'store.' In the latter case, items added will
 39 | never be removed - it is an open-ended place where metadata response
 40 | objects will be kept indefinitely. The MDS contents (as a cache or a
 41 | store) will persist through Hyrax restarts.
 42 | 
 43 | Prototype support for data stored on Amazon's S3 Web Object Store -
 44 | Hyrax 1.15 has prototype support for subset-in-place of HDF5 and
 45 | NetCDF4 data files that are stored on AWS S3. Data files stored in S3
 46 | must be configured for use with this feature of Hyrax. To configure
 47 | files for us with this feature, a special metadata file must be built
 48 | and installed in the MDS. For this feature, the MDS should be run in
 49 | 'store' mode. Note: The software has a known problem with requests for
 50 | very large numbers of variables in a single URL. Contact us for
 51 | details. We welcome feedback on this new feature.
 52 | 
 53 | Improved catalog support - We have generalized the Hyrax catalog
 54 | system so that it is much easier to extend. As an example, we have
 55 | implemented a new module that reads information about datasets from
 56 | NASA's Common Metadata Repository (CMR) and uses that to display
 57 | virtual directories for NASA data holdings. This software is currently
 58 | available in source form only - contact us if you would like to extend
 59 | the Hyrax Catalog system for your own data collections.
 60 | 
 61 | Additional support for CF for HDF4 and HDF5 files
 62 | 
 63 | HDF4 CF option - Enhance the support of handling the scale_factor and
 64 | add_offset to follow the CF. The scale_factor and add_offset rule for
 65 | the MOD16A3 product is different than other MODIS products. We make an
 66 | exception for this product only to ensure the scale_factor and
 67 | add_offset follow the CF conventions.
 68 | 
 69 | For other the new features and fixes see the section titled “What’s
 70 | new for Hyrax 1.15.0” in the HDF4 handler README files:
 71 | https://github.com/OPENDAP/hdf4_handler/blob/master/README
 72 | 
 73 | HDF5 CF option - Added support of the HDF-EOS5 Polar Stereographic(PS)
 74 | and Lambert Azimuthal Equal Area(LAMAZ) grid projection files. Both
 75 | projection files can be found in NASA LANCE products. Added HDF-EOS5
 76 | grid latitude and longitude cache support. This is the same as what we
 77 | did for the HDF-EOS2 grid. Added support for TROP-OMI, new OMI level 2
 78 | and OMPS-NPP product. Removed the internal reserved netCDF-4
 79 | attributes for DAP output. Made the behavior of the "drop long string"
 80 | BES key consistent with the current limitation of netCDF Java.
 81 | 
 82 | For other the new features and fixes see the section titled “What’s
 83 | new for Hyrax 1.15.0” in the HDF5 handler README files:
 84 | https://github.com/OPENDAP/hdf5_handler/blob/master/README
 85 | 
 86 | Bug Fixes
 87 | 
 88 | About 40 bugs have been fixed for this release. 
 89 | 
 90 | Specific tickets fixed:
 91 | 
 92 | HYRAX-10 The fileout netCDF-4 doesn't generate the correct dimensions for aggregated files
 93 | HYRAX-247 <Dimension> elements in a constrained DMR sometimes have 'random' order
 94 | HYRAX-248 fileout_gdal seems to build broken JP2k files
 95 | HYRAX-362 Make the GeoTiff (GDAL) handler work with NCML aggregations
 96 | HYRAX-554 BES now includes DMR++; hack the configure script WRT libcurl
 97 | HYRAX-561 The fileout_netcdf, and/or the ncml_handler code does not clean up the temporary netCDF result file if the requesting client is killed during the transaction.
 98 | HYRAX-588 Gateway HTML Form Rendering Failure
 99 | HYRAX-591 Tests that create files fail 'make distcheck' (e.g., the tests for HYRAX-561)
100 | HYRAX-595 The "SHOW HELP" button in the DAP2 Data Request Form points to a broken link
101 | HYRAX-598 NULL pointer dereference in D4ParserSax2
102 | HYRAX-599 Symbolic links to data not showing up in Hyrax 1.14.0 RPMs on CentOS 7
103 | HYRAX-600 Unable to startup Hyrax installed from RPM on boot on Centos OS 7
104 | HYRAX-603 The OLFS authentication code is no longer compatible with the current deployment "bootstrap".
105 | HYRAX-612 Renaming the result of an aggregation (only join new?) fails.
106 | HYRAX-613 OLFS installation bootstrap is broken on CentOS-7
107 | HYRAX-621 Replace logo.gif with a transparent logo.png in Hyrax
108 | HYRAX-623 Fix the CI build
109 | HYRAX-630 The Keywords feature of libdap is hosed
110 | HYRAX-645 Build issue causes make -j check to fail
111 | HYRAX-646 Target collect-coverage-data doesn't work
112 | HYRAX-647 The DDS print_das() method does not produce the same DAS as the DAS::print() method for Grids sometimes
113 | HYRAX-648 MDS tests 61 and 62 fail on the first run of ./testsuite --conf=bes.mds.conf
114 | HYRAX-670 Reading values from olfs.xml file is fragile
115 | HYRAX-692 cppunit-config is no longer present in cppunit
116 | HYRAX-721 The implementation of Sequence in the XSLT based Data Request Form (IFH) is broken
117 | HYRAX-723 The DMR++ parser doesn't see a newline (cr?) as whitepspace.
118 | HYRAX-745 Broker service needs to make correct links for data access.
119 | HYRAX-755 The build_dmrpp code seems to fail on DMRs/Files with several variables.
120 | HYRAX-756 get_dmrpp fails on datasets where variables are not in the root group
121 | HYRAX-764 Fileout_netcdf returns empty response for dataset when no query is provided.
122 | HYRAX-767 Change the Data Request Form code (all 3 versions) so that it URL encodes the query before using it.
123 | HYRAX-775 The DMR response from the MDS has the xml:base attribute in a random place.
124 | HYRAX-790 geogrid is failing in OLFS regression tests
125 | HYRAX-791 w10n syntax collides with URI encoding rules enforced by recent Tomcat
126 | HYRAX-794 Some tests regarding the enum type in the netcdf handler  fail randomly
127 | HYRAX-801 ASAN Reveals 104 issues in the BES
128 | HYRAX-802 Issues remain in the Aggregation rename bug
129 | HYRAX-803 NcML Memory errors
130 | HYRAX-804 Error in ResponseBuilderTest - a unit test
131 | HYRAX-805 fileout_netcdf memory errors
132 | HYRAX-818 showNode removes catalog name from the path name of the node - stop it.
133 | HYRAX-833 Update baselines for BES cmdlm tests
134 | HYRAX-837 libdap seems to return DAP2 and DAP3.2 DDX responses in kind of random way.
135 | HYRAX-844 THREDDS catalog produced by Hyrax no longer work with Unidata code because of time zone issues
136 | HYRAX-845 BESUtil::get_time() has a pointer problem
137 | HYRAX-851 Memory leak in BESCatalog
138 | 
139 | Required External Dependencies in order to run Hyrax 1.15.0, you will need:
140 | 
141 | Java 1.7 or greater
142 | Tomcat 7.x or 8.x Note: On CentOS 6.6 use Java 7 + Tomcat 7 if you're using yum to install software.
143 | Linux (We provide RPMs for CentOS 6.9 and 7.13; install them with yum), Ubuntu, OSX or another suitable Unix OS.
144 | 


--------------------------------------------------------------------------------
/release-notes/release-notes-1.15.1.txt:
--------------------------------------------------------------------------------
  1 | 
  2 | 1.15.0 release (26 November 2018)
  3 | 
  4 | Welcome to the Hyrax 1.15.1 release
  5 | 
  6 | This release, Hyrax-1.15.1, contains bug fixes for 1.15.0.
  7 | 
  8 | The MDS (Metadata Store) was installed incorrectly from the
  9 | CentOS rpm packages; fixed.
 10 | 
 11 | This version of the server also includes the first developer (i.e.,
 12 | source) release of the BALTO brokering code and an alpha version of
 13 | JSON-LD support for BALTO/Hyrax.
 14 | 
 15 | Specific tickets fixed for 1.15.1
 16 | 
 17 | HK-277 hyrax-dependencies on the web site are out of date
 18 | HK-269 The current BES RPM package installs with MDS unwritable
 19 | HK-258 Modify roi() server-side function so that it is more flexible in the kinds of arguments it can use
 20 | HK-215, HK-246 Support subsetting a 3D+ variable using the roi() function
 21 | HK-268, HK-108, HK-257, HK-136, HK-224, HK-249, HK-152, HK-222 Implement  Continuous Delivery for Hyrax binary packages
 22 | HK-214, Add Debian package build to libdap and BES
 23 | HK-103, Build an initial version of the BALTO broker for two different data source types: Hyrax and Files accessible using HTTP
 24 | HK-22 The max_response_size limit is not working.
 25 | HK-1, HK-2, HK-3, HK-10 Data Transfer Errors in DMR++
 26 | 
 27 | Information from the new features in 1.15 follows:
 28 | 
 29 | The complete server documentation can be found on line at
 30 | https://opendap.github.io/hyrax_guide/Master_Hyrax_Guide.html
 31 | 
 32 | New Features
 33 | 
 34 | CoverageJSON - For datasets that contain geo-spatial data, we now
 35 | provide the option to get those data (and related metadata) encoded
 36 | using the covjson format. Thanks to Corey Hemphill, Riley Rimer, and
 37 | Lewis McGibbney for this contribution.
 38 | 
 39 | JSON-LD - With this release Hyrax adds JSON-LD content to every
 40 | browser navigable catalog page ( i.e. "*/contents.html") and to every
 41 | dataset/granule OPeNDAP Data Access Form. This feature along with the
 42 | site map generation can be used to assist search engines like Google
 43 | to catalog/index/find the data you wish the world to access.
 44 | 
 45 | New Data Access Form - The OPeNDAP Data Access Form is renewed. A more
 46 | compact and response UI that we hope to be improving even more in the
 47 | months to come.
 48 | 
 49 | NASA Earthdata Login (URS) Support - In addition to utilizing the
 50 | mod_auth_urs Apache module to provide Earthdata Login services Hyrax
 51 | now has it's own standalone implementation of the Earthdata Login
 52 | client. This means that it can be deployed using only Tomcat (or other
 53 | servlet Engine) and still work with Earthdata Login with out binding
 54 | it to an instance of Apache httpd.
 55 | 
 56 | MetaData Store (MDS) - A new cache has been added to the BES for
 57 | Metadata Responses (aka, the MDS or MetaData Store). This cache is
 58 | unlike the other BES caches in that it is intended to be operated as
 59 | either a 'cache' or a 'store.' In the latter case, items added will
 60 | never be removed - it is an open-ended place where metadata response
 61 | objects will be kept indefinitely. The MDS contents (as a cache or a
 62 | store) will persist through Hyrax restarts.
 63 | 
 64 | Prototype support for data stored on Amazon's S3 Web Object Store -
 65 | Hyrax 1.15 has prototype support for subset-in-place of HDF5 and
 66 | NetCDF4 data files that are stored on AWS S3. Data files stored in S3
 67 | must be configured for use with this feature of Hyrax. To configure
 68 | files for us with this feature, a special metadata file must be built
 69 | and installed in the MDS. For this feature, the MDS should be run in
 70 | 'store' mode. Note: The software has a known problem with requests for
 71 | very large numbers of variables in a single URL. Contact us for
 72 | details. We welcome feedback on this new feature.
 73 | 
 74 | Improved catalog support - We have generalized the Hyrax catalog
 75 | system so that it is much easier to extend. As an example, we have
 76 | implemented a new module that reads information about datasets from
 77 | NASA's Common Metadata Repository (CMR) and uses that to display
 78 | virtual directories for NASA data holdings. This software is currently
 79 | available in source form only - contact us if you would like to extend
 80 | the Hyrax Catalog system for your own data collections.
 81 | 
 82 | Additional support for CF for HDF4 and HDF5 files
 83 | 
 84 | HDF4 CF option - Enhance the support of handling the scale_factor and
 85 | add_offset to follow the CF. The scale_factor and add_offset rule for
 86 | the MOD16A3 product is different than other MODIS products. We make an
 87 | exception for this product only to ensure the scale_factor and
 88 | add_offset follow the CF conventions.
 89 | 
 90 | For other the new features and fixes see the section titled “What’s
 91 | new for Hyrax 1.15.0” in the HDF4 handler README files:
 92 | https://github.com/OPENDAP/hdf4_handler/blob/master/README
 93 | 
 94 | HDF5 CF option - Added support of the HDF-EOS5 Polar Stereographic(PS)
 95 | and Lambert Azimuthal Equal Area(LAMAZ) grid projection files. Both
 96 | projection files can be found in NASA LANCE products. Added HDF-EOS5
 97 | grid latitude and longitude cache support. This is the same as what we
 98 | did for the HDF-EOS2 grid. Added support for TROP-OMI, new OMI level 2
 99 | and OMPS-NPP product. Removed the internal reserved netCDF-4
100 | attributes for DAP output. Made the behavior of the "drop long string"
101 | BES key consistent with the current limitation of netCDF Java.
102 | 
103 | For other the new features and fixes see the section titled “What’s
104 | new for Hyrax 1.15.0” in the HDF5 handler README files:
105 | https://github.com/OPENDAP/hdf5_handler/blob/master/README
106 | 
107 | Bug Fixes
108 | 
109 | About 40 bugs have been fixed for this release. 
110 | 
111 | Specific tickets fixed:
112 | 
113 | HYRAX-10 The fileout netCDF-4 doesn't generate the correct dimensions for aggregated files
114 | HYRAX-247 <Dimension> elements in a constrained DMR sometimes have 'random' order
115 | HYRAX-248 fileout_gdal seems to build broken JP2k files
116 | HYRAX-362 Make the GeoTiff (GDAL) handler work with NCML aggregations
117 | HYRAX-554 BES now includes DMR++; hack the configure script WRT libcurl
118 | HYRAX-561 The fileout_netcdf, and/or the ncml_handler code does not clean up the temporary netCDF result file if the requesting client is killed during the transaction.
119 | HYRAX-588 Gateway HTML Form Rendering Failure
120 | HYRAX-591 Tests that create files fail 'make distcheck' (e.g., the tests for HYRAX-561)
121 | HYRAX-595 The "SHOW HELP" button in the DAP2 Data Request Form points to a broken link
122 | HYRAX-598 NULL pointer dereference in D4ParserSax2
123 | HYRAX-599 Symbolic links to data not showing up in Hyrax 1.14.0 RPMs on CentOS 7
124 | HYRAX-600 Unable to startup Hyrax installed from RPM on boot on Centos OS 7
125 | HYRAX-603 The OLFS authentication code is no longer compatible with the current deployment "bootstrap".
126 | HYRAX-612 Renaming the result of an aggregation (only join new?) fails.
127 | HYRAX-613 OLFS installation bootstrap is broken on CentOS-7
128 | HYRAX-621 Replace logo.gif with a transparent logo.png in Hyrax
129 | HYRAX-623 Fix the CI build
130 | HYRAX-630 The Keywords feature of libdap is hosed
131 | HYRAX-645 Build issue causes make -j check to fail
132 | HYRAX-646 Target collect-coverage-data doesn't work
133 | HYRAX-647 The DDS print_das() method does not produce the same DAS as the DAS::print() method for Grids sometimes
134 | HYRAX-648 MDS tests 61 and 62 fail on the first run of ./testsuite --conf=bes.mds.conf
135 | HYRAX-670 Reading values from olfs.xml file is fragile
136 | HYRAX-692 cppunit-config is no longer present in cppunit
137 | HYRAX-721 The implementation of Sequence in the XSLT based Data Request Form (IFH) is broken
138 | HYRAX-723 The DMR++ parser doesn't see a newline (cr?) as whitepspace.
139 | HYRAX-745 Broker service needs to make correct links for data access.
140 | HYRAX-755 The build_dmrpp code seems to fail on DMRs/Files with several variables.
141 | HYRAX-756 get_dmrpp fails on datasets where variables are not in the root group
142 | HYRAX-764 Fileout_netcdf returns empty response for dataset when no query is provided.
143 | HYRAX-767 Change the Data Request Form code (all 3 versions) so that it URL encodes the query before using it.
144 | HYRAX-775 The DMR response from the MDS has the xml:base attribute in a random place.
145 | HYRAX-790 geogrid is failing in OLFS regression tests
146 | HYRAX-791 w10n syntax collides with URI encoding rules enforced by recent Tomcat
147 | HYRAX-794 Some tests regarding the enum type in the netcdf handler  fail randomly
148 | HYRAX-801 ASAN Reveals 104 issues in the BES
149 | HYRAX-802 Issues remain in the Aggregation rename bug
150 | HYRAX-803 NcML Memory errors
151 | HYRAX-804 Error in ResponseBuilderTest - a unit test
152 | HYRAX-805 fileout_netcdf memory errors
153 | HYRAX-818 showNode removes catalog name from the path name of the node - stop it.
154 | HYRAX-833 Update baselines for BES cmdlm tests
155 | HYRAX-837 libdap seems to return DAP2 and DAP3.2 DDX responses in kind of random way.
156 | HYRAX-844 THREDDS catalog produced by Hyrax no longer work with Unidata code because of time zone issues
157 | HYRAX-845 BESUtil::get_time() has a pointer problem
158 | HYRAX-851 Memory leak in BESCatalog
159 | 
160 | Required External Dependencies in order to run Hyrax 1.15.0, you will need:
161 | 
162 | Java 1.7 or greater
163 | Tomcat 7.x or 8.x Note: On CentOS 6.6 use Java 7 + Tomcat 7 if you're using yum to install software.
164 | Linux (We provide RPMs for CentOS 6.9 and 7.13; install them with yum), Ubuntu, OSX or another suitable Unix OS.
165 | 


--------------------------------------------------------------------------------
/python-xarray/balto_opendap_s3.py:
--------------------------------------------------------------------------------
  1 | 
  2 | from netCDF4 import Dataset
  3 | import xarray as xa
  4 | import dask
  5 | 
  6 | # Allows us to visualize the dask progress for parallel operations
  7 | from dask.diagnostics import ProgressBar
  8 | 
  9 | ProgressBar().register()
 10 | 
 11 | # from dask.distributed import Client
 12 | # client = Client(memory_limit=10e10, processes=False) # Note: was 6e9 
 13 | # client"n
 14 | 
 15 | # https://goldsmr4.gesdisc.eosdis.nasa.gov/opendap/MERRA2/M2T1NXFLX.5.12.4/contents.html
 16 | 
 17 | url = 'https://goldsmr4.gesdisc.eosdis.nasa.gov/opendap/MERRA2/M2T1NXFLX.5.12.4/1984/11/MERRA2_100.tavg1_2d_flx_Nx.198411'
 18 | 
 19 | # from datetime import date, timedelta
 20 | 
 21 | # files = []
 22 | # d = date.fromisoformat('1984-11-01')
 23 | # while True:
 24 | #
 25 | #     files.append(f'{url}{str(d.day).zfill(2)}.nc4')
 26 | #     d = d + timedelta(days=1)
 27 | #
 28 | #     if d.month == 12:
 29 | #         break
 30 | 
 31 | files = ["http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190101v7.nc.dmrpp",
 32 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190102v7.nc.dmrpp",
 33 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190103v7.nc.dmrpp",
 34 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190104v7.nc.dmrpp",
 35 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190105v7.nc.dmrpp",
 36 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190106v7.nc.dmrpp",
 37 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190107v7.nc.dmrpp",
 38 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190108v7.nc.dmrpp",
 39 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190109v7.nc.dmrpp",
 40 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190110v7.nc.dmrpp",
 41 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190111v7.nc.dmrpp",
 42 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190112v7.nc.dmrpp",
 43 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190113v7.nc.dmrpp",
 44 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190114v7.nc.dmrpp",
 45 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190115v7.nc.dmrpp",
 46 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190116v7.nc.dmrpp",
 47 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190117v7.nc.dmrpp",
 48 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190118v7.nc.dmrpp",
 49 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190119v7.nc.dmrpp",
 50 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190120v7.nc.dmrpp",
 51 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190121v7.nc.dmrpp",
 52 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190122v7.nc.dmrpp",
 53 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190123v7.nc.dmrpp",
 54 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190124v7.nc.dmrpp",
 55 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190125v7.nc.dmrpp",
 56 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190126v7.nc.dmrpp",
 57 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190127v7.nc.dmrpp",
 58 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190128v7.nc.dmrpp",
 59 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190129v7.nc.dmrpp",
 60 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190130v7.nc.dmrpp",
 61 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190131v7.nc.dmrpp",
 62 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190201v7.nc.dmrpp",
 63 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190202v7.nc.dmrpp",
 64 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190203v7.nc.dmrpp",
 65 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190204v7.nc.dmrpp",
 66 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190205v7.nc.dmrpp",
 67 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190206v7.nc.dmrpp",
 68 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190207v7.nc.dmrpp",
 69 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190208v7.nc.dmrpp",
 70 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190209v7.nc.dmrpp",
 71 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190210v7.nc.dmrpp",
 72 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190211v7.nc.dmrpp",
 73 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190212v7.nc.dmrpp",
 74 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190213v7.nc.dmrpp",
 75 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190214v7.nc.dmrpp",
 76 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190215v7.nc.dmrpp",
 77 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190216v7.nc.dmrpp",
 78 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190217v7.nc.dmrpp",
 79 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190218v7.nc.dmrpp",
 80 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190219v7.nc.dmrpp",
 81 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190220v7.nc.dmrpp",
 82 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190221v7.nc.dmrpp",
 83 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190222v7.nc.dmrpp",
 84 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190223v7.nc.dmrpp",
 85 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190224v7.nc.dmrpp",
 86 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190225v7.nc.dmrpp",
 87 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190226v7.nc.dmrpp",
 88 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190227v7.nc.dmrpp",
 89 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190228v7.nc.dmrpp",
 90 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190301v7.nc.dmrpp",
 91 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190302v7.nc.dmrpp",
 92 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190303v7.nc.dmrpp",
 93 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190304v7.nc.dmrpp",
 94 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190305v7.nc.dmrpp",
 95 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190306v7.nc.dmrpp",
 96 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190308v7.nc.dmrpp",
 97 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190309v7.nc.dmrpp",
 98 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190310v7.nc.dmrpp",
 99 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190311v7.nc.dmrpp",
100 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190312v7.nc.dmrpp",
101 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190313v7.nc.dmrpp",
102 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190314v7.nc.dmrpp",
103 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190315v7.nc.dmrpp",
104 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190316v7.nc.dmrpp",
105 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190317v7.nc.dmrpp",
106 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190318v7.nc.dmrpp",
107 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190319v7.nc.dmrpp",
108 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190320v7.nc.dmrpp",
109 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190321v7.nc.dmrpp",
110 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190322v7.nc.dmrpp",
111 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190323v7.nc.dmrpp",
112 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190324v7.nc.dmrpp",
113 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190325v7.nc.dmrpp",
114 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190326v7.nc.dmrpp",
115 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190327v7.nc.dmrpp",
116 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190328v7.nc.dmrpp",
117 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190329v7.nc.dmrpp",
118 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190330v7.nc.dmrpp",
119 |          "http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190331v7.nc.dmrpp"]
120 | 
121 | # files = ["http://balto.opendap.org/opendap/ssmis/dmrpp_s3/f17_ssmis_20190102v7.nc.dmrpp"]
122 | 
123 | # import getpass
124 | 
125 | # username = input("URS Username: ")
126 | # password = getpass.getpass("URS Password: ")
127 | 
128 | from pydap.client import open_url
129 | # from pydap.cas.urs import setup_session
130 | 
131 | # session = setup_session(username, password, check_url=files[0])
132 | # gesdisc_data = xa.open_mfdataset(files, engine='pydap', parallel=True, combine='by_coords',
133 | #                                  backend_kwargs={'session': session})
134 | 
135 | ssmis_data = xa.open_mfdataset(files, engine='pydap', parallel=True, combine='by_coords')
136 | 
137 | print(ssmis_data)
138 | 
139 | sst_dtime = ssmis_data.sst_dtime.sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
140 | sst_dtime_mean = sst_dtime.mean(dim=['latitude', 'longitude'])
141 | sst_dtime_mean.plot.line()
142 | 
143 | 


--------------------------------------------------------------------------------
/python-xarray/ssmis_ngap_west_cloud.py:
--------------------------------------------------------------------------------
  1 | 
  2 | import xarray as xa
  3 | import sys
  4 | 
  5 | # Get the granule names
  6 | from ssmis_granules import f16_ssmis_100
  7 | from pydap.client import open_url
  8 | from pydap.cas.urs import setup_session
  9 | import os
 10 | import glob
 11 | 
 12 | 
 13 | def clean_cache():
 14 |     files = glob.glob('/tmp/hyrax_http/*')
 15 | 
 16 |     for f in files:
 17 |         try:
 18 |             # f.unlink()
 19 |             os.unlink(f)
 20 |         except OSError as e:
 21 |             print("Error: %s : %s" % (f, e.strerror))
 22 | 
 23 | 
 24 | base_url = ""
 25 | suffix = ""
 26 | f = False   # results output file
 27 | 
 28 | # -l switch
 29 | def ngap_localhost():
 30 |     global base_url
 31 |     global suffix
 32 |     # This is the base url for the NGAP service which is attached to prod.
 33 |     ngap_service_base = 'http://localhost:8080/opendap/ngap/providers/GHRC_CLOUD/collections/' \
 34 |                         'RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/'
 35 |     base_url = ngap_service_base
 36 |     suffix = ""
 37 |     print("Using NGAP Service (localhost:8080)")
 38 | 
 39 | # -n switch
 40 | def ngap_service_west():
 41 |     global base_url
 42 |     global suffix
 43 |     # This is the base url for the NGAP service which is attached to prod.
 44 |     ngap_service_base = 'http://ngap-west.opendap.org/opendap/ngap/providers/GHRC_CLOUD/collections/' \
 45 |                         'RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/'
 46 |     base_url = ngap_service_base
 47 |     suffix = ""
 48 |     print("Using NGAP Service (us-west-2)")
 49 | 
 50 | # -m switch
 51 | def ngap_service_uat():
 52 |     global base_url
 53 |     global suffix
 54 |     # This is the base url for the NGAP service which is attached to prod.
 55 |     ngap_service_base = 'https://opendap.uat.earthdata.nasa.gov/providers/GHRC_CLOUD/collections/' \
 56 |                         'RSS%20SSMIS%20OCEAN%20PRODUCT%20GRIDS%20DAILY%20FROM%20DMSP%20F16%20NETCDF%20V7/granules/'
 57 |     base_url = ngap_service_base
 58 |     suffix = ""
 59 |     print("Using NGAP Service (UAT)")
 60 | 
 61 | # -s switch
 62 | def s3_bucket():
 63 |     global base_url
 64 |     global suffix
 65 | 
 66 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 67 |     # point to objects in an opendap S3 bucket called ngap-ssmis-west
 68 |     s3_bucket_base = "http://ngap-west.opendap.org/opendap/ssmis/ngap-ssmis-west/"
 69 |     base_url = s3_bucket_base
 70 |     suffix=".dmrpp"
 71 |     print("Using S3 Bucket ngap-ssmis-west")
 72 | 
 73 | 
 74 | # -t switch
 75 | def tea_prod():
 76 |     global base_url
 77 |     global suffix
 78 | 
 79 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 80 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 81 |     tea_prod_base = "http://ngap-west.opendap.org/opendap/ssmis/tea-prod/"
 82 |     base_url = tea_prod_base
 83 |     suffix=".dmrpp"
 84 |     print("Using TEA in PROD")
 85 | 
 86 | # -u switch
 87 | def tea_uat():
 88 |     global base_url
 89 |     global suffix
 90 | 
 91 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
 92 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
 93 |     tea_prod_base = "http://ngap-west.opendap.org/opendap/ssmis/tea-uat/"
 94 |     base_url = tea_prod_base
 95 |     suffix=".dmrpp"
 96 |     print("Using TEA in UAT")
 97 | 
 98 | # -p switch
 99 | def tea_apigw():
100 |     global base_url
101 |     global suffix
102 | 
103 |     # This is the base URL for the collection of dmr++ files whose dmrpp:href urls
104 |     # point to the TEA endpoint for PROD. URLs from TEA are cached.
105 |     tea_prod_base = "http://ngap-west.opendap.org/opendap/ssmis/tea-apigw/"
106 |     base_url = tea_prod_base
107 |     suffix=".dmrpp"
108 |     print("Using TEA in API Gateway")
109 | 
110 | # -g switch
111 | def granules():
112 |     global base_url
113 |     global suffix
114 |     # This is the base URL for the collection of source netcdf-4 granule 
115 |     # files.
116 |     granule_files_base = "http://ngap-west.opendap.org/opendap/ssmis/granules/"
117 |     base_url = granule_files_base
118 |     suffix=""
119 |     print("Using Granules")
120 | 
121 | 
122 | def get_the_things():
123 |     import webob
124 |     import time
125 | 
126 |     global base_url
127 |     global suffix
128 |     global f        # results file
129 | 
130 |     print("base_url: ", base_url, sep="")
131 |     print("  suffix: ", suffix, sep="")
132 | 
133 |     username = os.environ.get('USER')
134 |     password = os.environ.get('PWORD')
135 | 
136 |     # print("username: ",username,sep="")
137 |     # print("password: ",password,sep="")
138 | 
139 |     do_auth = True
140 |     if username is not None and password is not None :
141 |         print("Using credentials for '", username, "'", sep="")
142 |     else:
143 |         print("No (complete) authentication credentials available.")
144 |         do_auth = False
145 | 
146 | 
147 |     # Allows us to visualize the dask progress for parallel operations
148 |     from dask.diagnostics import ProgressBar
149 | 
150 |     ProgressBar().register()
151 | 
152 |     # OPeNDAP In the Cloud
153 | 
154 |     od_files = []
155 | 
156 |     for g in f16_ssmis_100:
157 |         od_files.append(base_url + g + suffix)
158 | 
159 |     print("   first:", od_files[0], '\n', "   last:", od_files[-1])
160 |     try:
161 |         tic = time.perf_counter()
162 | 
163 |         # open_mfdataset() == open multi-file dataset.
164 |         # both open_datasets and ...mfdataset use netcdf4 as the default engine and that
165 |         # should be able to open DAP URLS. jhrg 1/24/22
166 |         if do_auth:
167 |             session = setup_session(username, password, check_url=od_files[0])
168 |             session.headers.update({'Accept-Encoding': 'deflate'})
169 |             cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords', backend_kwargs={'session': session})
170 |         else:
171 |             cloud_data = xa.open_mfdataset(od_files, engine='pydap', parallel=True, combine='by_coords')
172 | 
173 |         cloud_ws = cloud_data['wind_speed'].sel(latitude=slice(-53.99, -14), longitude=slice(140, 170))
174 | 
175 |         cloud_ws_mean = cloud_ws.mean(dim=['latitude', 'longitude'])
176 | 
177 |         print(cloud_ws_mean)
178 | 
179 |         if f:
180 |             f.write(f"{time.perf_counter() - tic:0.4f},")
181 |             f.write("success\n")
182 | 
183 |     except webob.exc.HTTPError as err:
184 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
185 |         print("HTTPError: code: ", err.code, ": ", err.detail);
186 |         print("Error: ", sys.exc_info()[0])
187 |         if f:
188 |             f.write(f"{time.perf_counter() - tic:0.4f},")
189 |             f.write("fail\n")
190 | 
191 |     except UnicodeError as err:
192 |         # See https://docs.pylonsproject.org/projects/webob/en/stable/api/exceptions.html#
193 |         print("UnicodeError - encoding: ", err.encoding, "  reason: ", err.reason, " object: ", type(err.object), " start: ", err.object[err.start]," end: ",err.end);
194 |         print("Error: ", sys.exc_info()[0])
195 |         if f:
196 |             f.write(f"{time.perf_counter() - tic:0.4f},")
197 |             f.write("fail\n")
198 |     except:
199 |         print("Error: ", sys.exc_info()[0])
200 |         if f:
201 |             f.write(f"{time.perf_counter() - tic:0.4f},")
202 |             f.write("fail\n")
203 | 
204 | 
205 | def main():
206 |     import getopt
207 |     hr = "---  ---  ---  ---  ---  ---  ---  ---  ---  ---  ---  ---  "
208 |     run_id="id_not_set "
209 |     global f        # results file
210 | 
211 |     usage="Options -i <run_id> -d <datafile> -s s3, -g granules, -n ngap api (us-west-2+prod), -m ngap api (UAT), -t tea, -u tea-uat, -p tea-apigw -a all of s, g, n and t."
212 | 
213 |     try:
214 |         # see https://docs.python.org/3.1/library/getopt.htm
215 |         optlist, args = getopt.getopt(sys.argv[1:], 'mlsgntahupd:i:')
216 |     except:
217 |         # print help information and exit:
218 |         print(usage)
219 |         sys.exit(2)
220 | 
221 |     for o, a in optlist:
222 | 
223 |         if o in ("-h", "--help"):
224 |             print(usage)
225 | 
226 |         if o == "-i":
227 |             run_id=a
228 | 
229 |         if o == "-d":
230 |             print("Datafile name: ", a)
231 |             f = open(a, "a")
232 | 
233 |         if o in ("-s", "-a"):
234 |             print(hr)
235 |             print("Run ID:", run_id)
236 |             if f:
237 |                 f.write("s3,")
238 |             s3_bucket()
239 |             clean_cache()
240 |             get_the_things()
241 | 
242 |         if o in ("-g", "-a"):
243 |             print(hr)
244 |             print("Run ID:", run_id)
245 |             if f:
246 |                 f.write("granule,")
247 |             granules()
248 |             clean_cache()
249 |             get_the_things()
250 | 
251 |         if o in ("-l", "-a"):
252 |             print(hr)
253 |             print("Run ID:", run_id)
254 |             if f:
255 |                 f.write("ngap_localhost,")
256 |             ngap_localhost()
257 |             clean_cache()
258 |             get_the_things()
259 | 
260 |         if o in ("-t", "-a"):
261 |             print(hr)
262 |             print("Run ID:", run_id)
263 |             if f:
264 |                 f.write("tea_prod,")
265 |             tea_prod()
266 |             clean_cache()
267 |             get_the_things()
268 | 
269 |         if o in ("-u", "-a"):
270 |             print(hr)
271 |             print("Run ID:", run_id)
272 |             if f:
273 |                 f.write("tea_uat,")
274 |             tea_uat()
275 |             clean_cache()
276 |             get_the_things()
277 | 
278 |         if o in ("-p", "-a"):
279 |             print(hr)
280 |             print("Run ID:", run_id)
281 |             if f:
282 |                 f.write("tea_apigw,")
283 |             tea_apigw()
284 |             clean_cache()
285 |             get_the_things()
286 | 
287 |         if o in ("-n", "-a"):
288 |             print(hr)
289 |             print("Run ID:", run_id)
290 |             if f:
291 |                 f.write("ngap_west,")
292 |             ngap_service_west()
293 |             clean_cache()
294 |             get_the_things()
295 | 
296 |         if o in ("-m", "-a"):
297 |             print(hr)
298 |             print("Run ID:", run_id)
299 |             if f:
300 |                 f.write("ngap_uat,")
301 |             ngap_service_uat()
302 |             clean_cache()
303 |             get_the_things()
304 | 
305 |     if f:
306 |         f.close()
307 | 
308 | 
309 | if __name__ == "__main__":
310 |     main()
311 | 


--------------------------------------------------------------------------------
/python-xarray/merra_granules.py:
--------------------------------------------------------------------------------
  1 | merra2 = ["MERRA2_100.tavgM_2d_int_Nx.198001.nc4.dmrpp",
  2 | "MERRA2_100.tavgM_2d_int_Nx.198002.nc4.dmrpp",
  3 | "MERRA2_100.tavgM_2d_int_Nx.198003.nc4.dmrpp",
  4 | "MERRA2_100.tavgM_2d_int_Nx.198004.nc4.dmrpp",
  5 | "MERRA2_100.tavgM_2d_int_Nx.198005.nc4.dmrpp",
  6 | "MERRA2_100.tavgM_2d_int_Nx.198006.nc4.dmrpp",
  7 | "MERRA2_100.tavgM_2d_int_Nx.198007.nc4.dmrpp",
  8 | "MERRA2_100.tavgM_2d_int_Nx.198008.nc4.dmrpp",
  9 | "MERRA2_100.tavgM_2d_int_Nx.198009.nc4.dmrpp",
 10 | "MERRA2_100.tavgM_2d_int_Nx.198010.nc4.dmrpp",
 11 | "MERRA2_100.tavgM_2d_int_Nx.198011.nc4.dmrpp",
 12 | "MERRA2_100.tavgM_2d_int_Nx.198012.nc4.dmrpp",
 13 | "MERRA2_100.tavgM_2d_int_Nx.198101.nc4.dmrpp",
 14 | "MERRA2_100.tavgM_2d_int_Nx.198102.nc4.dmrpp",
 15 | "MERRA2_100.tavgM_2d_int_Nx.198103.nc4.dmrpp",
 16 | "MERRA2_100.tavgM_2d_int_Nx.198104.nc4.dmrpp",
 17 | "MERRA2_100.tavgM_2d_int_Nx.198105.nc4.dmrpp",
 18 | "MERRA2_100.tavgM_2d_int_Nx.198106.nc4.dmrpp",
 19 | "MERRA2_100.tavgM_2d_int_Nx.198107.nc4.dmrpp",
 20 | "MERRA2_100.tavgM_2d_int_Nx.198108.nc4.dmrpp",
 21 | "MERRA2_100.tavgM_2d_int_Nx.198109.nc4.dmrpp",
 22 | "MERRA2_100.tavgM_2d_int_Nx.198110.nc4.dmrpp",
 23 | "MERRA2_100.tavgM_2d_int_Nx.198111.nc4.dmrpp",
 24 | "MERRA2_100.tavgM_2d_int_Nx.198112.nc4.dmrpp",
 25 | "MERRA2_100.tavgM_2d_int_Nx.198201.nc4.dmrpp",
 26 | "MERRA2_100.tavgM_2d_int_Nx.198202.nc4.dmrpp",
 27 | "MERRA2_100.tavgM_2d_int_Nx.198203.nc4.dmrpp",
 28 | "MERRA2_100.tavgM_2d_int_Nx.198204.nc4.dmrpp",
 29 | "MERRA2_100.tavgM_2d_int_Nx.198205.nc4.dmrpp",
 30 | "MERRA2_100.tavgM_2d_int_Nx.198206.nc4.dmrpp",
 31 | "MERRA2_100.tavgM_2d_int_Nx.198207.nc4.dmrpp",
 32 | "MERRA2_100.tavgM_2d_int_Nx.198208.nc4.dmrpp",
 33 | "MERRA2_100.tavgM_2d_int_Nx.198209.nc4.dmrpp",
 34 | "MERRA2_100.tavgM_2d_int_Nx.198210.nc4.dmrpp",
 35 | "MERRA2_100.tavgM_2d_int_Nx.198211.nc4.dmrpp",
 36 | "MERRA2_100.tavgM_2d_int_Nx.198212.nc4.dmrpp",
 37 | "MERRA2_100.tavgM_2d_int_Nx.198301.nc4.dmrpp",
 38 | "MERRA2_100.tavgM_2d_int_Nx.198302.nc4.dmrpp",
 39 | "MERRA2_100.tavgM_2d_int_Nx.198303.nc4.dmrpp",
 40 | "MERRA2_100.tavgM_2d_int_Nx.198304.nc4.dmrpp",
 41 | "MERRA2_100.tavgM_2d_int_Nx.198305.nc4.dmrpp",
 42 | "MERRA2_100.tavgM_2d_int_Nx.198306.nc4.dmrpp",
 43 | "MERRA2_100.tavgM_2d_int_Nx.198307.nc4.dmrpp",
 44 | "MERRA2_100.tavgM_2d_int_Nx.198308.nc4.dmrpp",
 45 | "MERRA2_100.tavgM_2d_int_Nx.198309.nc4.dmrpp",
 46 | "MERRA2_100.tavgM_2d_int_Nx.198310.nc4.dmrpp",
 47 | "MERRA2_100.tavgM_2d_int_Nx.198311.nc4.dmrpp",
 48 | "MERRA2_100.tavgM_2d_int_Nx.198312.nc4.dmrpp",
 49 | "MERRA2_100.tavgM_2d_int_Nx.198401.nc4.dmrpp",
 50 | "MERRA2_100.tavgM_2d_int_Nx.198402.nc4.dmrpp",
 51 | "MERRA2_100.tavgM_2d_int_Nx.198403.nc4.dmrpp",
 52 | "MERRA2_100.tavgM_2d_int_Nx.198404.nc4.dmrpp",
 53 | "MERRA2_100.tavgM_2d_int_Nx.198405.nc4.dmrpp",
 54 | "MERRA2_100.tavgM_2d_int_Nx.198406.nc4.dmrpp",
 55 | "MERRA2_100.tavgM_2d_int_Nx.198407.nc4.dmrpp",
 56 | "MERRA2_100.tavgM_2d_int_Nx.198408.nc4.dmrpp",
 57 | "MERRA2_100.tavgM_2d_int_Nx.198409.nc4.dmrpp",
 58 | "MERRA2_100.tavgM_2d_int_Nx.198410.nc4.dmrpp",
 59 | "MERRA2_100.tavgM_2d_int_Nx.198411.nc4.dmrpp",
 60 | "MERRA2_100.tavgM_2d_int_Nx.198412.nc4.dmrpp",
 61 | "MERRA2_100.tavgM_2d_int_Nx.198501.nc4.dmrpp",
 62 | "MERRA2_100.tavgM_2d_int_Nx.198502.nc4.dmrpp",
 63 | "MERRA2_100.tavgM_2d_int_Nx.198503.nc4.dmrpp",
 64 | "MERRA2_100.tavgM_2d_int_Nx.198504.nc4.dmrpp",
 65 | "MERRA2_100.tavgM_2d_int_Nx.198505.nc4.dmrpp",
 66 | "MERRA2_100.tavgM_2d_int_Nx.198506.nc4.dmrpp",
 67 | "MERRA2_100.tavgM_2d_int_Nx.198507.nc4.dmrpp",
 68 | "MERRA2_100.tavgM_2d_int_Nx.198508.nc4.dmrpp",
 69 | "MERRA2_100.tavgM_2d_int_Nx.198509.nc4.dmrpp",
 70 | "MERRA2_100.tavgM_2d_int_Nx.198510.nc4.dmrpp",
 71 | "MERRA2_100.tavgM_2d_int_Nx.198511.nc4.dmrpp",
 72 | "MERRA2_100.tavgM_2d_int_Nx.198512.nc4.dmrpp",
 73 | "MERRA2_100.tavgM_2d_int_Nx.198601.nc4.dmrpp",
 74 | "MERRA2_100.tavgM_2d_int_Nx.198602.nc4.dmrpp",
 75 | "MERRA2_100.tavgM_2d_int_Nx.198603.nc4.dmrpp",
 76 | "MERRA2_100.tavgM_2d_int_Nx.198604.nc4.dmrpp",
 77 | "MERRA2_100.tavgM_2d_int_Nx.198605.nc4.dmrpp",
 78 | "MERRA2_100.tavgM_2d_int_Nx.198606.nc4.dmrpp",
 79 | "MERRA2_100.tavgM_2d_int_Nx.198607.nc4.dmrpp",
 80 | "MERRA2_100.tavgM_2d_int_Nx.198608.nc4.dmrpp",
 81 | "MERRA2_100.tavgM_2d_int_Nx.198609.nc4.dmrpp",
 82 | "MERRA2_100.tavgM_2d_int_Nx.198610.nc4.dmrpp",
 83 | "MERRA2_100.tavgM_2d_int_Nx.198611.nc4.dmrpp",
 84 | "MERRA2_100.tavgM_2d_int_Nx.198612.nc4.dmrpp",
 85 | "MERRA2_100.tavgM_2d_int_Nx.198701.nc4.dmrpp",
 86 | "MERRA2_100.tavgM_2d_int_Nx.198702.nc4.dmrpp",
 87 | "MERRA2_100.tavgM_2d_int_Nx.198703.nc4.dmrpp",
 88 | "MERRA2_100.tavgM_2d_int_Nx.198704.nc4.dmrpp",
 89 | "MERRA2_100.tavgM_2d_int_Nx.198705.nc4.dmrpp",
 90 | "MERRA2_100.tavgM_2d_int_Nx.198706.nc4.dmrpp",
 91 | "MERRA2_100.tavgM_2d_int_Nx.198707.nc4.dmrpp",
 92 | "MERRA2_100.tavgM_2d_int_Nx.198708.nc4.dmrpp",
 93 | "MERRA2_100.tavgM_2d_int_Nx.198709.nc4.dmrpp",
 94 | "MERRA2_100.tavgM_2d_int_Nx.198710.nc4.dmrpp",
 95 | "MERRA2_100.tavgM_2d_int_Nx.198711.nc4.dmrpp",
 96 | "MERRA2_100.tavgM_2d_int_Nx.198712.nc4.dmrpp",
 97 | "MERRA2_100.tavgM_2d_int_Nx.198801.nc4.dmrpp",
 98 | "MERRA2_100.tavgM_2d_int_Nx.198802.nc4.dmrpp",
 99 | "MERRA2_100.tavgM_2d_int_Nx.198803.nc4.dmrpp",
100 | "MERRA2_100.tavgM_2d_int_Nx.198804.nc4.dmrpp",
101 | "MERRA2_100.tavgM_2d_int_Nx.198805.nc4.dmrpp",
102 | "MERRA2_100.tavgM_2d_int_Nx.198806.nc4.dmrpp",
103 | "MERRA2_100.tavgM_2d_int_Nx.198807.nc4.dmrpp",
104 | "MERRA2_100.tavgM_2d_int_Nx.198808.nc4.dmrpp",
105 | "MERRA2_100.tavgM_2d_int_Nx.198809.nc4.dmrpp",
106 | "MERRA2_100.tavgM_2d_int_Nx.198810.nc4.dmrpp",
107 | "MERRA2_100.tavgM_2d_int_Nx.198811.nc4.dmrpp",
108 | "MERRA2_100.tavgM_2d_int_Nx.198812.nc4.dmrpp",
109 | "MERRA2_100.tavgM_2d_int_Nx.198901.nc4.dmrpp",
110 | "MERRA2_100.tavgM_2d_int_Nx.198902.nc4.dmrpp",
111 | "MERRA2_100.tavgM_2d_int_Nx.198903.nc4.dmrpp",
112 | "MERRA2_100.tavgM_2d_int_Nx.198904.nc4.dmrpp",
113 | "MERRA2_100.tavgM_2d_int_Nx.198905.nc4.dmrpp",
114 | "MERRA2_100.tavgM_2d_int_Nx.198906.nc4.dmrpp",
115 | "MERRA2_100.tavgM_2d_int_Nx.198907.nc4.dmrpp",
116 | "MERRA2_100.tavgM_2d_int_Nx.198908.nc4.dmrpp",
117 | "MERRA2_100.tavgM_2d_int_Nx.198909.nc4.dmrpp",
118 | "MERRA2_100.tavgM_2d_int_Nx.198910.nc4.dmrpp",
119 | "MERRA2_100.tavgM_2d_int_Nx.198911.nc4.dmrpp",
120 | "MERRA2_100.tavgM_2d_int_Nx.198912.nc4.dmrpp",
121 | "MERRA2_100.tavgM_2d_int_Nx.199001.nc4.dmrpp",
122 | "MERRA2_100.tavgM_2d_int_Nx.199002.nc4.dmrpp",
123 | "MERRA2_100.tavgM_2d_int_Nx.199003.nc4.dmrpp",
124 | "MERRA2_100.tavgM_2d_int_Nx.199004.nc4.dmrpp",
125 | "MERRA2_100.tavgM_2d_int_Nx.199005.nc4.dmrpp",
126 | "MERRA2_100.tavgM_2d_int_Nx.199006.nc4.dmrpp",
127 | "MERRA2_100.tavgM_2d_int_Nx.199007.nc4.dmrpp",
128 | "MERRA2_100.tavgM_2d_int_Nx.199008.nc4.dmrpp",
129 | "MERRA2_100.tavgM_2d_int_Nx.199009.nc4.dmrpp",
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375 | "MERRA2_400.tavgM_2d_int_Nx.201103.nc4.dmrpp",
376 | "MERRA2_400.tavgM_2d_int_Nx.201104.nc4.dmrpp",
377 | "MERRA2_400.tavgM_2d_int_Nx.201105.nc4.dmrpp",
378 | "MERRA2_400.tavgM_2d_int_Nx.201106.nc4.dmrpp",
379 | "MERRA2_400.tavgM_2d_int_Nx.201107.nc4.dmrpp",
380 | "MERRA2_400.tavgM_2d_int_Nx.201108.nc4.dmrpp",
381 | "MERRA2_400.tavgM_2d_int_Nx.201109.nc4.dmrpp",
382 | "MERRA2_400.tavgM_2d_int_Nx.201110.nc4.dmrpp",
383 | "MERRA2_400.tavgM_2d_int_Nx.201111.nc4.dmrpp",
384 | "MERRA2_400.tavgM_2d_int_Nx.201112.nc4.dmrpp",
385 | "MERRA2_400.tavgM_2d_int_Nx.201201.nc4.dmrpp",
386 | "MERRA2_400.tavgM_2d_int_Nx.201202.nc4.dmrpp",
387 | "MERRA2_400.tavgM_2d_int_Nx.201203.nc4.dmrpp",
388 | "MERRA2_400.tavgM_2d_int_Nx.201204.nc4.dmrpp",
389 | "MERRA2_400.tavgM_2d_int_Nx.201205.nc4.dmrpp",
390 | "MERRA2_400.tavgM_2d_int_Nx.201206.nc4.dmrpp",
391 | "MERRA2_400.tavgM_2d_int_Nx.201207.nc4.dmrpp",
392 | "MERRA2_400.tavgM_2d_int_Nx.201208.nc4.dmrpp",
393 | "MERRA2_400.tavgM_2d_int_Nx.201209.nc4.dmrpp",
394 | "MERRA2_400.tavgM_2d_int_Nx.201210.nc4.dmrpp",
395 | "MERRA2_400.tavgM_2d_int_Nx.201211.nc4.dmrpp",
396 | "MERRA2_400.tavgM_2d_int_Nx.201212.nc4.dmrpp",
397 | "MERRA2_400.tavgM_2d_int_Nx.201301.nc4.dmrpp",
398 | "MERRA2_400.tavgM_2d_int_Nx.201302.nc4.dmrpp",
399 | "MERRA2_400.tavgM_2d_int_Nx.201303.nc4.dmrpp",
400 | "MERRA2_400.tavgM_2d_int_Nx.201304.nc4.dmrpp",
401 | "MERRA2_400.tavgM_2d_int_Nx.201305.nc4.dmrpp",
402 | "MERRA2_400.tavgM_2d_int_Nx.201306.nc4.dmrpp",
403 | "MERRA2_400.tavgM_2d_int_Nx.201307.nc4.dmrpp",
404 | "MERRA2_400.tavgM_2d_int_Nx.201308.nc4.dmrpp",
405 | "MERRA2_400.tavgM_2d_int_Nx.201309.nc4.dmrpp",
406 | "MERRA2_400.tavgM_2d_int_Nx.201310.nc4.dmrpp",
407 | "MERRA2_400.tavgM_2d_int_Nx.201311.nc4.dmrpp",
408 | "MERRA2_400.tavgM_2d_int_Nx.201312.nc4.dmrpp",
409 | "MERRA2_400.tavgM_2d_int_Nx.201401.nc4.dmrpp",
410 | "MERRA2_400.tavgM_2d_int_Nx.201402.nc4.dmrpp",
411 | "MERRA2_400.tavgM_2d_int_Nx.201403.nc4.dmrpp",
412 | "MERRA2_400.tavgM_2d_int_Nx.201404.nc4.dmrpp",
413 | "MERRA2_400.tavgM_2d_int_Nx.201405.nc4.dmrpp",
414 | "MERRA2_400.tavgM_2d_int_Nx.201406.nc4.dmrpp",
415 | "MERRA2_400.tavgM_2d_int_Nx.201407.nc4.dmrpp",
416 | "MERRA2_400.tavgM_2d_int_Nx.201408.nc4.dmrpp",
417 | "MERRA2_400.tavgM_2d_int_Nx.201409.nc4.dmrpp",
418 | "MERRA2_400.tavgM_2d_int_Nx.201410.nc4.dmrpp",
419 | "MERRA2_400.tavgM_2d_int_Nx.201411.nc4.dmrpp",
420 | "MERRA2_400.tavgM_2d_int_Nx.201412.nc4.dmrpp",
421 | "MERRA2_400.tavgM_2d_int_Nx.201501.nc4.dmrpp",
422 | "MERRA2_400.tavgM_2d_int_Nx.201502.nc4.dmrpp",
423 | "MERRA2_400.tavgM_2d_int_Nx.201503.nc4.dmrpp",
424 | "MERRA2_400.tavgM_2d_int_Nx.201504.nc4.dmrpp",
425 | "MERRA2_400.tavgM_2d_int_Nx.201505.nc4.dmrpp",
426 | "MERRA2_400.tavgM_2d_int_Nx.201506.nc4.dmrpp",
427 | "MERRA2_400.tavgM_2d_int_Nx.201507.nc4.dmrpp",
428 | "MERRA2_400.tavgM_2d_int_Nx.201508.nc4.dmrpp",
429 | "MERRA2_400.tavgM_2d_int_Nx.201509.nc4.dmrpp",
430 | "MERRA2_400.tavgM_2d_int_Nx.201510.nc4.dmrpp",
431 | "MERRA2_400.tavgM_2d_int_Nx.201511.nc4.dmrpp",
432 | "MERRA2_400.tavgM_2d_int_Nx.201512.nc4.dmrpp",
433 | "MERRA2_400.tavgM_2d_int_Nx.201601.nc4.dmrpp",
434 | "MERRA2_400.tavgM_2d_int_Nx.201602.nc4.dmrpp",
435 | "MERRA2_400.tavgM_2d_int_Nx.201603.nc4.dmrpp",
436 | "MERRA2_400.tavgM_2d_int_Nx.201604.nc4.dmrpp",
437 | "MERRA2_400.tavgM_2d_int_Nx.201605.nc4.dmrpp",
438 | "MERRA2_400.tavgM_2d_int_Nx.201606.nc4.dmrpp",
439 | "MERRA2_400.tavgM_2d_int_Nx.201607.nc4.dmrpp"]
440 | 


--------------------------------------------------------------------------------
/python-xarray/airs_granules.py:
--------------------------------------------------------------------------------
  1 | airs_366 = ["AIRS.2015.01.01.L3.RetStd_IR001.v6.0.11.0.G15013155825.nc.h5.dmrpp",
  2 | "AIRS.2015.01.02.L3.RetStd_IR001.v6.0.11.0.G15005190621.nc.h5.dmrpp",
  3 | "AIRS.2015.01.03.L3.RetStd_IR001.v6.0.11.0.G15006005549.nc.h5.dmrpp",
  4 | "AIRS.2015.01.04.L3.RetStd_IR001.v6.0.11.0.G15006043115.nc.h5.dmrpp",
  5 | "AIRS.2015.01.05.L3.RetStd_IR001.v6.0.11.0.G15007130423.nc.h5.dmrpp",
  6 | "AIRS.2015.01.06.L3.RetStd_IR001.v6.0.11.0.G15007171215.nc.h5.dmrpp",
  7 | "AIRS.2015.01.07.L3.RetStd_IR001.v6.0.11.0.G15008175227.nc.h5.dmrpp",
  8 | "AIRS.2015.01.08.L3.RetStd_IR001.v6.0.11.0.G15009164045.nc.h5.dmrpp",
  9 | "AIRS.2015.01.09.L3.RetStd_IR001.v6.0.11.0.G15010163004.nc.h5.dmrpp",
 10 | "AIRS.2015.01.10.L3.RetStd_IR001.v6.0.11.0.G15011162002.nc.h5.dmrpp",
 11 | "AIRS.2015.01.11.L3.RetStd_IR001.v6.0.11.0.G15012165225.nc.h5.dmrpp",
 12 | "AIRS.2015.01.12.L3.RetStd_IR001.v6.0.11.0.G15021125448.nc.h5.dmrpp",
 13 | "AIRS.2015.01.13.L3.RetStd_IR001.v6.0.11.0.G15021125153.nc.h5.dmrpp",
 14 | "AIRS.2015.01.14.L3.RetStd_IR001.v6.0.11.0.G15021120249.nc.h5.dmrpp",
 15 | "AIRS.2015.01.15.L3.RetStd_IR001.v6.0.11.0.G15016175121.nc.h5.dmrpp",
 16 | "AIRS.2015.01.16.L3.RetStd_IR001.v6.0.11.0.G15017165029.nc.h5.dmrpp",
 17 | "AIRS.2015.01.17.L3.RetStd_IR001.v6.0.11.0.G15018164040.nc.h5.dmrpp",
 18 | "AIRS.2015.01.18.L3.RetStd_IR001.v6.0.11.0.G15019172037.nc.h5.dmrpp",
 19 | "AIRS.2015.01.19.L3.RetStd_IR001.v6.0.11.0.G15020173159.nc.h5.dmrpp",
 20 | "AIRS.2015.01.20.L3.RetStd_IR001.v6.0.11.0.G15021184554.nc.h5.dmrpp",
 21 | "AIRS.2015.01.21.L3.RetStd_IR001.v6.0.11.0.G15022165534.nc.h5.dmrpp",
 22 | "AIRS.2015.01.22.L3.RetStd_IR001.v6.0.11.0.G15023185212.nc.h5.dmrpp",
 23 | "AIRS.2015.01.23.L3.RetStd_IR001.v6.0.11.0.G15024223141.nc.h5.dmrpp",
 24 | "AIRS.2015.01.24.L3.RetStd_IR001.v6.0.11.0.G15025162144.nc.h5.dmrpp",
 25 | "AIRS.2015.01.25.L3.RetStd_IR001.v6.0.11.0.G15026174547.nc.h5.dmrpp",
 26 | "AIRS.2015.01.26.L3.RetStd_IR001.v6.0.11.0.G15027194507.nc.h5.dmrpp",
 27 | "AIRS.2015.01.27.L3.RetStd_IR001.v6.0.11.0.G15028191220.nc.h5.dmrpp",
 28 | "AIRS.2015.01.28.L3.RetStd_IR001.v6.0.11.0.G15029200444.nc.h5.dmrpp",
 29 | "AIRS.2015.01.29.L3.RetStd_IR001.v6.0.11.0.G15033123447.nc.h5.dmrpp",
 30 | "AIRS.2015.01.30.L3.RetStd_IR001.v6.0.11.0.G15033135335.nc.h5.dmrpp",
 31 | "AIRS.2015.01.31.L3.RetStd_IR001.v6.0.11.0.G15033002627.nc.h5.dmrpp",
 32 | "AIRS.2015.02.01.L3.RetStd_IR001.v6.0.11.0.G15033192757.nc.h5.dmrpp",
 33 | "AIRS.2015.02.02.L3.RetStd_IR001.v6.0.11.0.G15034184154.nc.h5.dmrpp",
 34 | "AIRS.2015.02.03.L3.RetStd_IR001.v6.0.11.0.G15036141942.nc.h5.dmrpp",
 35 | "AIRS.2015.02.04.L3.RetStd_IR001.v6.0.11.0.G15040144931.nc.h5.dmrpp",
 36 | "AIRS.2015.02.05.L3.RetStd_IR001.v6.0.11.0.G15040150906.nc.h5.dmrpp",
 37 | "AIRS.2015.02.06.L3.RetStd_IR001.v6.0.11.0.G15040125632.nc.h5.dmrpp",
 38 | "AIRS.2015.02.07.L3.RetStd_IR001.v6.0.11.0.G15040121547.nc.h5.dmrpp",
 39 | "AIRS.2015.02.08.L3.RetStd_IR001.v6.0.11.0.G15040190512.nc.h5.dmrpp",
 40 | "AIRS.2015.02.09.L3.RetStd_IR001.v6.0.11.0.G15041173532.nc.h5.dmrpp",
 41 | "AIRS.2015.02.10.L3.RetStd_IR001.v6.0.11.0.G15042190902.nc.h5.dmrpp",
 42 | "AIRS.2015.02.11.L3.RetStd_IR001.v6.0.11.0.G15043174648.nc.h5.dmrpp",
 43 | "AIRS.2015.02.12.L3.RetStd_IR001.v6.0.11.0.G15044232815.nc.h5.dmrpp",
 44 | "AIRS.2015.02.13.L3.RetStd_IR001.v6.0.11.0.G15049142314.nc.h5.dmrpp",
 45 | "AIRS.2015.02.14.L3.RetStd_IR001.v6.0.11.0.G15049170508.nc.h5.dmrpp",
 46 | "AIRS.2015.02.15.L3.RetStd_IR001.v6.0.11.0.G15075141809.nc.h5.dmrpp",
 47 | "AIRS.2015.02.16.L3.RetStd_IR001.v6.0.11.0.G15075141321.nc.h5.dmrpp",
 48 | "AIRS.2015.02.17.L3.RetStd_IR001.v6.0.11.0.G15075134502.nc.h5.dmrpp",
 49 | "AIRS.2015.02.18.L3.RetStd_IR001.v6.0.11.0.G15050195102.nc.h5.dmrpp",
 50 | "AIRS.2015.02.19.L3.RetStd_IR001.v6.0.11.0.G15051182920.nc.h5.dmrpp",
 51 | "AIRS.2015.02.20.L3.RetStd_IR001.v6.0.11.0.G15052190632.nc.h5.dmrpp",
 52 | "AIRS.2015.02.21.L3.RetStd_IR001.v6.0.11.0.G15054173653.nc.h5.dmrpp",
 53 | "AIRS.2015.02.22.L3.RetStd_IR001.v6.0.11.0.G15054194443.nc.h5.dmrpp",
 54 | "AIRS.2015.02.23.L3.RetStd_IR001.v6.0.11.0.G15055193409.nc.h5.dmrpp",
 55 | "AIRS.2015.02.24.L3.RetStd_IR001.v6.0.11.0.G15056184735.nc.h5.dmrpp",
 56 | "AIRS.2015.02.25.L3.RetStd_IR001.v6.0.11.0.G15057220709.nc.h5.dmrpp",
 57 | "AIRS.2015.02.26.L3.RetStd_IR001.v6.0.11.0.G15058190744.nc.h5.dmrpp",
 58 | "AIRS.2015.02.27.L3.RetStd_IR001.v6.0.11.0.G15075150450.nc.h5.dmrpp",
 59 | "AIRS.2015.02.28.L3.RetStd_IR001.v6.0.11.0.G15075145526.nc.h5.dmrpp",
 60 | "AIRS.2015.03.01.L3.RetStd_IR001.v6.0.11.0.G15075145757.nc.h5.dmrpp",
 61 | "AIRS.2015.03.02.L3.RetStd_IR001.v6.0.11.0.G15063141640.nc.h5.dmrpp",
 62 | "AIRS.2015.03.03.L3.RetStd_IR001.v6.0.11.0.G15063182510.nc.h5.dmrpp",
 63 | "AIRS.2015.03.04.L3.RetStd_IR001.v6.0.11.0.G15064212219.nc.h5.dmrpp",
 64 | "AIRS.2015.03.05.L3.RetStd_IR001.v6.0.11.0.G15068101551.nc.h5.dmrpp",
 65 | "AIRS.2015.03.06.L3.RetStd_IR001.v6.0.11.0.G15066191432.nc.h5.dmrpp",
 66 | "AIRS.2015.03.07.L3.RetStd_IR001.v6.0.11.0.G15067195418.nc.h5.dmrpp",
 67 | "AIRS.2015.03.08.L3.RetStd_IR001.v6.0.11.0.G15068194038.nc.h5.dmrpp",
 68 | "AIRS.2015.03.09.L3.RetStd_IR001.v6.0.11.0.G15070081349.nc.h5.dmrpp",
 69 | "AIRS.2015.03.10.L3.RetStd_IR001.v6.0.11.0.G15070222745.nc.h5.dmrpp",
 70 | "AIRS.2015.03.11.L3.RetStd_IR001.v6.0.11.0.G15071181425.nc.h5.dmrpp",
 71 | "AIRS.2015.03.12.L3.RetStd_IR001.v6.0.11.0.G15075113344.nc.h5.dmrpp",
 72 | "AIRS.2015.03.13.L3.RetStd_IR001.v6.0.11.0.G15075121613.nc.h5.dmrpp",
 73 | "AIRS.2015.03.14.L3.RetStd_IR001.v6.0.11.0.G15075122550.nc.h5.dmrpp",
 74 | "AIRS.2015.03.15.L3.RetStd_IR001.v6.0.11.0.G15075190312.nc.h5.dmrpp",
 75 | "AIRS.2015.03.16.L3.RetStd_IR001.v6.0.11.0.G15076184035.nc.h5.dmrpp",
 76 | "AIRS.2015.03.17.L3.RetStd_IR001.v6.0.11.0.G15077183049.nc.h5.dmrpp",
 77 | "AIRS.2015.03.18.L3.RetStd_IR001.v6.0.11.0.G15086133503.nc.h5.dmrpp",
 78 | "AIRS.2015.03.19.L3.RetStd_IR001.v6.0.11.0.G15086135823.nc.h5.dmrpp",
 79 | "AIRS.2015.03.20.L3.RetStd_IR001.v6.0.11.0.G15082202212.nc.h5.dmrpp",
 80 | "AIRS.2015.03.21.L3.RetStd_IR001.v6.0.11.0.G15082204057.nc.h5.dmrpp",
 81 | "AIRS.2015.03.22.L3.RetStd_IR001.v6.0.11.0.G15082210050.nc.h5.dmrpp",
 82 | "AIRS.2015.03.23.L3.RetStd_IR001.v6.0.31.0.G15183114312.nc.h5.dmrpp",
 83 | "AIRS.2015.03.24.L3.RetStd_IR001.v6.0.31.0.G15184075842.nc.h5.dmrpp",
 84 | "AIRS.2015.03.25.L3.RetStd_IR001.v6.0.31.0.G15187110451.nc.h5.dmrpp",
 85 | "AIRS.2015.03.26.L3.RetStd_IR001.v6.0.31.0.G15187102922.nc.h5.dmrpp",
 86 | "AIRS.2015.03.27.L3.RetStd_IR001.v6.0.31.0.G15185011318.nc.h5.dmrpp",
 87 | "AIRS.2015.03.28.L3.RetStd_IR001.v6.0.31.0.G15187105355.nc.h5.dmrpp",
 88 | "AIRS.2015.03.29.L3.RetStd_IR001.v6.0.31.0.G15187101830.nc.h5.dmrpp",
 89 | "AIRS.2015.03.30.L3.RetStd_IR001.v6.0.31.0.G15187110506.nc.h5.dmrpp",
 90 | "AIRS.2015.03.31.L3.RetStd_IR001.v6.0.31.0.G15187115701.nc.h5.dmrpp",
 91 | "AIRS.2015.04.01.L3.RetStd_IR001.v6.0.31.0.G15187113437.nc.h5.dmrpp",
 92 | "AIRS.2015.04.02.L3.RetStd_IR001.v6.0.31.0.G15187114846.nc.h5.dmrpp",
 93 | "AIRS.2015.04.03.L3.RetStd_IR001.v6.0.31.0.G15188110828.nc.h5.dmrpp",
 94 | "AIRS.2015.04.04.L3.RetStd_IR001.v6.0.31.0.G15188134210.nc.h5.dmrpp",
 95 | "AIRS.2015.04.05.L3.RetStd_IR001.v6.0.31.0.G15188165256.nc.h5.dmrpp",
 96 | "AIRS.2015.04.06.L3.RetStd_IR001.v6.0.31.0.G15189011837.nc.h5.dmrpp",
 97 | "AIRS.2015.04.07.L3.RetStd_IR001.v6.0.31.0.G15189061953.nc.h5.dmrpp",
 98 | "AIRS.2015.04.08.L3.RetStd_IR001.v6.0.31.0.G15189085146.nc.h5.dmrpp",
 99 | "AIRS.2015.04.09.L3.RetStd_IR001.v6.0.31.0.G15189155326.nc.h5.dmrpp",
100 | "AIRS.2015.04.10.L3.RetStd_IR001.v6.0.31.0.G15190021354.nc.h5.dmrpp",
101 | "AIRS.2015.04.11.L3.RetStd_IR001.v6.0.31.0.G15190063508.nc.h5.dmrpp",
102 | "AIRS.2015.04.12.L3.RetStd_IR001.v6.0.31.0.G15190133730.nc.h5.dmrpp",
103 | "AIRS.2015.04.13.L3.RetStd_IR001.v6.0.31.0.G15190185721.nc.h5.dmrpp",
104 | "AIRS.2015.04.14.L3.RetStd_IR001.v6.0.31.0.G15191062646.nc.h5.dmrpp",
105 | "AIRS.2015.04.15.L3.RetStd_IR001.v6.0.31.0.G15195104032.nc.h5.dmrpp",
106 | "AIRS.2015.04.16.L3.RetStd_IR001.v6.0.31.0.G15195105823.nc.h5.dmrpp",
107 | "AIRS.2015.04.17.L3.RetStd_IR001.v6.0.31.0.G15195184345.nc.h5.dmrpp",
108 | "AIRS.2015.04.18.L3.RetStd_IR001.v6.0.31.0.G15196045958.nc.h5.dmrpp",
109 | "AIRS.2015.04.19.L3.RetStd_IR001.v6.0.31.0.G15196170529.nc.h5.dmrpp",
110 | "AIRS.2015.04.20.L3.RetStd_IR001.v6.0.31.0.G15197051810.nc.h5.dmrpp",
111 | "AIRS.2015.04.21.L3.RetStd_IR001.v6.0.31.0.G15197132455.nc.h5.dmrpp",
112 | "AIRS.2015.04.22.L3.RetStd_IR001.v6.0.31.0.G15198160545.nc.h5.dmrpp",
113 | "AIRS.2015.04.23.L3.RetStd_IR001.v6.0.31.0.G15198133400.nc.h5.dmrpp",
114 | "AIRS.2015.04.24.L3.RetStd_IR001.v6.0.31.0.G15198145552.nc.h5.dmrpp",
115 | "AIRS.2015.04.25.L3.RetStd_IR001.v6.0.31.0.G15199033539.nc.h5.dmrpp",
116 | "AIRS.2015.04.26.L3.RetStd_IR001.v6.0.31.0.G15199092136.nc.h5.dmrpp",
117 | "AIRS.2015.04.27.L3.RetStd_IR001.v6.0.31.0.G15201122501.nc.h5.dmrpp",
118 | "AIRS.2015.04.28.L3.RetStd_IR001.v6.0.31.0.G15201121931.nc.h5.dmrpp",
119 | "AIRS.2015.04.29.L3.RetStd_IR001.v6.0.31.0.G15200163343.nc.h5.dmrpp",
120 | "AIRS.2015.04.30.L3.RetStd_IR001.v6.0.31.0.G15205024531.nc.h5.dmrpp",
121 | "AIRS.2015.05.01.L3.RetStd_IR001.v6.0.31.0.G15205024629.nc.h5.dmrpp",
122 | "AIRS.2015.05.02.L3.RetStd_IR001.v6.0.31.0.G15204070908.nc.h5.dmrpp",
123 | "AIRS.2015.05.03.L3.RetStd_IR001.v6.0.31.0.G15204151052.nc.h5.dmrpp",
124 | "AIRS.2015.05.04.L3.RetStd_IR001.v6.0.31.0.G15205031847.nc.h5.dmrpp",
125 | "AIRS.2015.05.05.L3.RetStd_IR001.v6.0.31.0.G15205081357.nc.h5.dmrpp",
126 | "AIRS.2015.05.06.L3.RetStd_IR001.v6.0.31.0.G15205145040.nc.h5.dmrpp",
127 | "AIRS.2015.05.07.L3.RetStd_IR001.v6.0.31.0.G15206003719.nc.h5.dmrpp",
128 | "AIRS.2015.05.08.L3.RetStd_IR001.v6.0.31.0.G15206071933.nc.h5.dmrpp",
129 | "AIRS.2015.05.09.L3.RetStd_IR001.v6.0.31.0.G15206170855.nc.h5.dmrpp",
130 | "AIRS.2015.05.10.L3.RetStd_IR001.v6.0.31.0.G15231111646.nc.h5.dmrpp",
131 | "AIRS.2015.05.11.L3.RetStd_IR001.v6.0.31.0.G15231111944.nc.h5.dmrpp",
132 | "AIRS.2015.05.12.L3.RetStd_IR001.v6.0.31.0.G15212020635.nc.h5.dmrpp",
133 | "AIRS.2015.05.13.L3.RetStd_IR001.v6.0.31.0.G15212053108.nc.h5.dmrpp",
134 | "AIRS.2015.05.14.L3.RetStd_IR001.v6.0.31.0.G15212191403.nc.h5.dmrpp",
135 | "AIRS.2015.05.15.L3.RetStd_IR001.v6.0.31.0.G15213005119.nc.h5.dmrpp",
136 | "AIRS.2015.05.16.L3.RetStd_IR001.v6.0.31.0.G15213143012.nc.h5.dmrpp",
137 | "AIRS.2015.05.17.L3.RetStd_IR001.v6.0.31.0.G15213221245.nc.h5.dmrpp",
138 | "AIRS.2015.05.18.L3.RetStd_IR001.v6.0.31.0.G15214034207.nc.h5.dmrpp",
139 | "AIRS.2015.05.19.L3.RetStd_IR001.v6.0.31.0.G15215112758.nc.h5.dmrpp",
140 | "AIRS.2015.05.20.L3.RetStd_IR001.v6.0.31.0.G15219212804.nc.h5.dmrpp",
141 | "AIRS.2015.05.21.L3.RetStd_IR001.v6.0.31.0.G15220053350.nc.h5.dmrpp",
142 | "AIRS.2015.05.22.L3.RetStd_IR001.v6.0.31.0.G15225112057.nc.h5.dmrpp",
143 | "AIRS.2015.05.23.L3.RetStd_IR001.v6.0.31.0.G15225104912.nc.h5.dmrpp",
144 | "AIRS.2015.05.24.L3.RetStd_IR001.v6.0.31.0.G15221051937.nc.h5.dmrpp",
145 | "AIRS.2015.05.25.L3.RetStd_IR001.v6.0.31.0.G15221133012.nc.h5.dmrpp",
146 | "AIRS.2015.05.26.L3.RetStd_IR001.v6.0.31.0.G15225113048.nc.h5.dmrpp",
147 | "AIRS.2015.05.27.L3.RetStd_IR001.v6.0.31.0.G15225111327.nc.h5.dmrpp",
148 | "AIRS.2015.05.28.L3.RetStd_IR001.v6.0.31.0.G15225114613.nc.h5.dmrpp",
149 | "AIRS.2015.05.29.L3.RetStd_IR001.v6.0.31.0.G15225110844.nc.h5.dmrpp",
150 | "AIRS.2015.05.30.L3.RetStd_IR001.v6.0.31.0.G15225140916.nc.h5.dmrpp",
151 | "AIRS.2015.05.31.L3.RetStd_IR001.v6.0.31.0.G15225165303.nc.h5.dmrpp",
152 | "AIRS.2015.06.01.L3.RetStd_IR001.v6.0.31.0.G15225162659.nc.h5.dmrpp",
153 | "AIRS.2015.06.02.L3.RetStd_IR001.v6.0.31.0.G15199070943.nc.h5.dmrpp",
154 | "AIRS.2015.06.03.L3.RetStd_IR001.v6.0.31.0.G15201082424.nc.h5.dmrpp",
155 | "AIRS.2015.06.04.L3.RetStd_IR001.v6.0.31.0.G15201143444.nc.h5.dmrpp",
156 | "AIRS.2015.06.05.L3.RetStd_IR001.v6.0.31.0.G15201143404.nc.h5.dmrpp",
157 | "AIRS.2015.06.06.L3.RetStd_IR001.v6.0.31.0.G15201164403.nc.h5.dmrpp",
158 | "AIRS.2015.06.07.L3.RetStd_IR001.v6.0.31.0.G15201200746.nc.h5.dmrpp",
159 | "AIRS.2015.06.08.L3.RetStd_IR001.v6.0.31.0.G15202125313.nc.h5.dmrpp",
160 | "AIRS.2015.06.09.L3.RetStd_IR001.v6.0.31.0.G15202125530.nc.h5.dmrpp",
161 | "AIRS.2015.06.10.L3.RetStd_IR001.v6.0.31.0.G15202165145.nc.h5.dmrpp",
162 | "AIRS.2015.06.11.L3.RetStd_IR001.v6.0.31.0.G15203000739.nc.h5.dmrpp",
163 | "AIRS.2015.06.12.L3.RetStd_IR001.v6.0.31.0.G15203042847.nc.h5.dmrpp",
164 | "AIRS.2015.06.13.L3.RetStd_IR001.v6.0.31.0.G15207022701.nc.h5.dmrpp",
165 | "AIRS.2015.06.14.L3.RetStd_IR001.v6.0.31.0.G15207055959.nc.h5.dmrpp",
166 | "AIRS.2015.06.15.L3.RetStd_IR001.v6.0.31.0.G15208173612.nc.h5.dmrpp",
167 | "AIRS.2015.06.16.L3.RetStd_IR001.v6.0.31.0.G15208195104.nc.h5.dmrpp",
168 | "AIRS.2015.06.17.L3.RetStd_IR001.v6.0.31.0.G15209192358.nc.h5.dmrpp",
169 | "AIRS.2015.06.18.L3.RetStd_IR001.v6.0.31.0.G15210073815.nc.h5.dmrpp",
170 | "AIRS.2015.06.19.L3.RetStd_IR001.v6.0.31.0.G15211041208.nc.h5.dmrpp",
171 | "AIRS.2015.06.20.L3.RetStd_IR001.v6.0.31.0.G15215201033.nc.h5.dmrpp",
172 | "AIRS.2015.06.21.L3.RetStd_IR001.v6.0.31.0.G15216100600.nc.h5.dmrpp",
173 | "AIRS.2015.06.22.L3.RetStd_IR001.v6.0.31.0.G15216144527.nc.h5.dmrpp",
174 | "AIRS.2015.06.23.L3.RetStd_IR001.v6.0.31.0.G15217010220.nc.h5.dmrpp",
175 | "AIRS.2015.06.24.L3.RetStd_IR001.v6.0.31.0.G15217062101.nc.h5.dmrpp",
176 | "AIRS.2015.06.25.L3.RetStd_IR001.v6.0.31.0.G15218202528.nc.h5.dmrpp",
177 | "AIRS.2015.06.26.L3.RetStd_IR001.v6.0.31.0.G15226102839.nc.h5.dmrpp",
178 | "AIRS.2015.06.27.L3.RetStd_IR001.v6.0.31.0.G15218202454.nc.h5.dmrpp",
179 | "AIRS.2015.06.28.L3.RetStd_IR001.v6.0.31.0.G15226102900.nc.h5.dmrpp",
180 | "AIRS.2015.06.29.L3.RetStd_IR001.v6.0.31.0.G15220000354.nc.h5.dmrpp",
181 | "AIRS.2015.06.30.L3.RetStd_IR001.v6.0.31.0.G15219235948.nc.h5.dmrpp",
182 | "AIRS.2015.07.01.L3.RetStd_IR001.v6.0.31.0.G15219232452.nc.h5.dmrpp",
183 | "AIRS.2015.07.02.L3.RetStd_IR001.v6.0.31.0.G15226104941.nc.h5.dmrpp",
184 | "AIRS.2015.07.03.L3.RetStd_IR001.v6.0.31.0.G15226110506.nc.h5.dmrpp",
185 | "AIRS.2015.07.04.L3.RetStd_IR001.v6.0.31.0.G15188000111.nc.h5.dmrpp",
186 | "AIRS.2015.07.05.L3.RetStd_IR001.v6.0.31.0.G15188014955.nc.h5.dmrpp",
187 | "AIRS.2015.07.06.L3.RetStd_IR001.v6.0.31.0.G15190051959.nc.h5.dmrpp",
188 | "AIRS.2015.07.07.L3.RetStd_IR001.v6.0.31.0.G15190070030.nc.h5.dmrpp",
189 | "AIRS.2015.07.08.L3.RetStd_IR001.v6.0.31.0.G15191040651.nc.h5.dmrpp",
190 | "AIRS.2015.07.09.L3.RetStd_IR001.v6.0.31.0.G15191182008.nc.h5.dmrpp",
191 | "AIRS.2015.07.10.L3.RetStd_IR001.v6.0.31.0.G15192172639.nc.h5.dmrpp",
192 | "AIRS.2015.07.11.L3.RetStd_IR001.v6.0.31.0.G15193172658.nc.h5.dmrpp",
193 | "AIRS.2015.07.12.L3.RetStd_IR001.v6.0.31.0.G15205030539.nc.h5.dmrpp",
194 | "AIRS.2015.07.13.L3.RetStd_IR001.v6.0.31.0.G15198111139.nc.h5.dmrpp",
195 | "AIRS.2015.07.14.L3.RetStd_IR001.v6.0.31.0.G15197075159.nc.h5.dmrpp",
196 | "AIRS.2015.07.15.L3.RetStd_IR001.v6.0.31.0.G15198034817.nc.h5.dmrpp",
197 | "AIRS.2015.07.16.L3.RetStd_IR001.v6.0.31.0.G15199051509.nc.h5.dmrpp",
198 | "AIRS.2015.07.17.L3.RetStd_IR001.v6.0.31.0.G15200003256.nc.h5.dmrpp",
199 | "AIRS.2015.07.18.L3.RetStd_IR001.v6.0.31.0.G15200234455.nc.h5.dmrpp",
200 | "AIRS.2015.07.19.L3.RetStd_IR001.v6.0.31.0.G15202033842.nc.h5.dmrpp",
201 | "AIRS.2015.07.20.L3.RetStd_IR001.v6.0.31.0.G15203034310.nc.h5.dmrpp",
202 | "AIRS.2015.07.21.L3.RetStd_IR001.v6.0.31.0.G15204035156.nc.h5.dmrpp",
203 | "AIRS.2015.07.22.L3.RetStd_IR001.v6.0.31.0.G15205034133.nc.h5.dmrpp",
204 | "AIRS.2015.07.23.L3.RetStd_IR001.v6.0.31.0.G15206050004.nc.h5.dmrpp",
205 | "AIRS.2015.07.24.L3.RetStd_IR001.v6.0.31.0.G15207115940.nc.h5.dmrpp",
206 | "AIRS.2015.07.25.L3.RetStd_IR001.v6.0.31.0.G15209144145.nc.h5.dmrpp",
207 | "AIRS.2015.07.26.L3.RetStd_IR001.v6.0.31.0.G15209182734.nc.h5.dmrpp",
208 | "AIRS.2015.07.27.L3.RetStd_IR001.v6.0.31.0.G15210112814.nc.h5.dmrpp",
209 | "AIRS.2015.07.28.L3.RetStd_IR001.v6.0.31.0.G15211003011.nc.h5.dmrpp",
210 | "AIRS.2015.07.29.L3.RetStd_IR001.v6.0.31.0.G15212175054.nc.h5.dmrpp",
211 | "AIRS.2015.07.30.L3.RetStd_IR001.v6.0.31.0.G15231110946.nc.h5.dmrpp",
212 | "AIRS.2015.07.31.L3.RetStd_IR001.v6.0.31.0.G15213234252.nc.h5.dmrpp",
213 | "AIRS.2015.08.01.L3.RetStd_IR001.v6.0.31.0.G15214230515.nc.h5.dmrpp",
214 | "AIRS.2015.08.02.L3.RetStd_IR001.v6.0.31.0.G15215204200.nc.h5.dmrpp",
215 | "AIRS.2015.08.03.L3.RetStd_IR001.v6.0.31.0.G15216225225.nc.h5.dmrpp",
216 | "AIRS.2015.08.04.L3.RetStd_IR001.v6.0.31.0.G15218141841.nc.h5.dmrpp",
217 | "AIRS.2015.08.05.L3.RetStd_IR001.v6.0.31.0.G15218212447.nc.h5.dmrpp",
218 | "AIRS.2015.08.06.L3.RetStd_IR001.v6.0.31.0.G15223024315.nc.h5.dmrpp",
219 | "AIRS.2015.08.07.L3.RetStd_IR001.v6.0.31.0.G15223085212.nc.h5.dmrpp",
220 | "AIRS.2015.08.08.L3.RetStd_IR001.v6.0.31.0.G15223194053.nc.h5.dmrpp",
221 | "AIRS.2015.08.09.L3.RetStd_IR001.v6.0.31.0.G15224032531.nc.h5.dmrpp",
222 | "AIRS.2015.08.10.L3.RetStd_IR001.v6.0.31.0.G15224103409.nc.h5.dmrpp",
223 | "AIRS.2015.08.11.L3.RetStd_IR001.v6.0.31.0.G15225012119.nc.h5.dmrpp",
224 | "AIRS.2015.08.12.L3.RetStd_IR001.v6.0.31.0.G15225231043.nc.h5.dmrpp",
225 | "AIRS.2015.08.13.L3.RetStd_IR001.v6.0.31.0.G15226183747.nc.h5.dmrpp",
226 | "AIRS.2015.08.14.L3.RetStd_IR001.v6.0.31.0.G15229090959.nc.h5.dmrpp",
227 | "AIRS.2015.08.15.L3.RetStd_IR001.v6.0.31.0.G15229091004.nc.h5.dmrpp",
228 | "AIRS.2015.08.16.L3.RetStd_IR001.v6.0.31.0.G15229181146.nc.h5.dmrpp",
229 | "AIRS.2015.08.17.L3.RetStd_IR001.v6.0.31.0.G15230173908.nc.h5.dmrpp",
230 | "AIRS.2015.08.18.L3.RetStd_IR001.v6.0.31.0.G15231182643.nc.h5.dmrpp",
231 | "AIRS.2015.08.19.L3.RetStd_IR001.v6.0.31.0.G15232181051.nc.h5.dmrpp",
232 | "AIRS.2015.08.20.L3.RetStd_IR001.v6.0.31.0.G15233191751.nc.h5.dmrpp",
233 | "AIRS.2015.08.21.L3.RetStd_IR001.v6.0.31.0.G15234191854.nc.h5.dmrpp",
234 | "AIRS.2015.08.22.L3.RetStd_IR001.v6.0.31.0.G15235180412.nc.h5.dmrpp",
235 | "AIRS.2015.08.23.L3.RetStd_IR001.v6.0.31.0.G15239122851.nc.h5.dmrpp",
236 | "AIRS.2015.08.24.L3.RetStd_IR001.v6.0.31.0.G15239122612.nc.h5.dmrpp",
237 | "AIRS.2015.08.25.L3.RetStd_IR001.v6.0.31.0.G15240170412.nc.h5.dmrpp",
238 | "AIRS.2015.08.26.L3.RetStd_IR001.v6.0.31.0.G15240170318.nc.h5.dmrpp",
239 | "AIRS.2015.08.27.L3.RetStd_IR001.v6.0.31.0.G15240181026.nc.h5.dmrpp",
240 | "AIRS.2015.08.28.L3.RetStd_IR001.v6.0.31.0.G15241175425.nc.h5.dmrpp",
241 | "AIRS.2015.08.29.L3.RetStd_IR001.v6.0.31.0.G15244124618.nc.h5.dmrpp",
242 | "AIRS.2015.08.30.L3.RetStd_IR001.v6.0.31.0.G15244185832.nc.h5.dmrpp",
243 | "AIRS.2015.08.31.L3.RetStd_IR001.v6.0.31.0.G15245121721.nc.h5.dmrpp",
244 | "AIRS.2015.09.01.L3.RetStd_IR001.v6.0.31.0.G15246055428.nc.h5.dmrpp",
245 | "AIRS.2015.09.02.L3.RetStd_IR001.v6.0.31.0.G15246185957.nc.h5.dmrpp",
246 | "AIRS.2015.09.03.L3.RetStd_IR001.v6.0.31.0.G15251121607.nc.h5.dmrpp",
247 | "AIRS.2015.09.04.L3.RetStd_IR001.v6.0.31.0.G15251123039.nc.h5.dmrpp",
248 | "AIRS.2015.09.05.L3.RetStd_IR001.v6.0.31.0.G15249182655.nc.h5.dmrpp",
249 | "AIRS.2015.09.06.L3.RetStd_IR001.v6.0.31.0.G15250191403.nc.h5.dmrpp",
250 | "AIRS.2015.09.07.L3.RetStd_IR001.v6.0.31.0.G15251192912.nc.h5.dmrpp",
251 | "AIRS.2015.09.08.L3.RetStd_IR001.v6.0.31.0.G15252181912.nc.h5.dmrpp",
252 | "AIRS.2015.09.09.L3.RetStd_IR001.v6.0.31.0.G15253185245.nc.h5.dmrpp",
253 | "AIRS.2015.09.10.L3.RetStd_IR001.v6.0.31.0.G15254182904.nc.h5.dmrpp",
254 | "AIRS.2015.09.11.L3.RetStd_IR001.v6.0.31.0.G15255181510.nc.h5.dmrpp",
255 | "AIRS.2015.09.12.L3.RetStd_IR001.v6.0.31.0.G15256180147.nc.h5.dmrpp",
256 | "AIRS.2015.09.13.L3.RetStd_IR001.v6.0.31.0.G15259120130.nc.h5.dmrpp",
257 | "AIRS.2015.09.14.L3.RetStd_IR001.v6.0.31.0.G15259120757.nc.h5.dmrpp",
258 | "AIRS.2015.09.15.L3.RetStd_IR001.v6.0.31.0.G15259183006.nc.h5.dmrpp",
259 | "AIRS.2015.09.16.L3.RetStd_IR001.v6.0.31.0.G15260173550.nc.h5.dmrpp",
260 | "AIRS.2015.09.17.L3.RetStd_IR001.v6.0.31.0.G15265195548.nc.h5.dmrpp",
261 | "AIRS.2015.09.18.L3.RetStd_IR001.v6.0.31.0.G15266052228.nc.h5.dmrpp",
262 | "AIRS.2015.09.19.L3.RetStd_IR001.v6.0.31.0.G15286123632.nc.h5.dmrpp",
263 | "AIRS.2015.09.20.L3.RetStd_IR001.v6.0.31.0.G15265172219.nc.h5.dmrpp",
264 | "AIRS.2015.09.21.L3.RetStd_IR001.v6.0.31.0.G15281122640.nc.h5.dmrpp",
265 | "AIRS.2015.09.22.L3.RetStd_IR001.v6.0.31.0.G15281123620.nc.h5.dmrpp",
266 | "AIRS.2015.09.23.L3.RetStd_IR001.v6.0.31.0.G15281123841.nc.h5.dmrpp",
267 | "AIRS.2015.09.24.L3.RetStd_IR001.v6.0.31.0.G15280122823.nc.h5.dmrpp",
268 | "AIRS.2015.09.25.L3.RetStd_IR001.v6.0.31.0.G15280125816.nc.h5.dmrpp",
269 | "AIRS.2015.09.26.L3.RetStd_IR001.v6.0.31.0.G15280134337.nc.h5.dmrpp",
270 | "AIRS.2015.09.27.L3.RetStd_IR001.v6.0.31.0.G15280130827.nc.h5.dmrpp",
271 | "AIRS.2015.09.28.L3.RetStd_IR001.v6.0.31.0.G15272182749.nc.h5.dmrpp",
272 | "AIRS.2015.09.29.L3.RetStd_IR001.v6.0.31.0.G15279133600.nc.h5.dmrpp",
273 | "AIRS.2015.09.30.L3.RetStd_IR001.v6.0.31.0.G15279132236.nc.h5.dmrpp",
274 | "AIRS.2015.10.01.L3.RetStd_IR001.v6.0.31.0.G15275180621.nc.h5.dmrpp",
275 | "AIRS.2015.10.02.L3.RetStd_IR001.v6.0.31.0.G15276183800.nc.h5.dmrpp",
276 | "AIRS.2015.10.03.L3.RetStd_IR001.v6.0.31.0.G15277183928.nc.h5.dmrpp",
277 | "AIRS.2015.10.04.L3.RetStd_IR001.v6.0.31.0.G15279132537.nc.h5.dmrpp",
278 | "AIRS.2015.10.05.L3.RetStd_IR001.v6.0.31.0.G15280122741.nc.h5.dmrpp",
279 | "AIRS.2015.10.06.L3.RetStd_IR001.v6.0.31.0.G15281171105.nc.h5.dmrpp",
280 | "AIRS.2015.10.07.L3.RetStd_IR001.v6.0.31.0.G15281194558.nc.h5.dmrpp",
281 | "AIRS.2015.10.08.L3.RetStd_IR001.v6.0.31.0.G15282181604.nc.h5.dmrpp",
282 | "AIRS.2015.10.09.L3.RetStd_IR001.v6.0.31.0.G15283180208.nc.h5.dmrpp",
283 | "AIRS.2015.10.10.L3.RetStd_IR001.v6.0.31.0.G15284180331.nc.h5.dmrpp",
284 | "AIRS.2015.10.11.L3.RetStd_IR001.v6.0.31.0.G15286170440.nc.h5.dmrpp",
285 | "AIRS.2015.10.12.L3.RetStd_IR001.v6.0.31.0.G15286201628.nc.h5.dmrpp",
286 | "AIRS.2015.10.13.L3.RetStd_IR001.v6.0.31.0.G15287180710.nc.h5.dmrpp",
287 | "AIRS.2015.10.14.L3.RetStd_IR001.v6.0.31.0.G15288181532.nc.h5.dmrpp",
288 | "AIRS.2015.10.15.L3.RetStd_IR001.v6.0.31.0.G15292105844.nc.h5.dmrpp",
289 | "AIRS.2015.10.16.L3.RetStd_IR001.v6.0.31.0.G15292111218.nc.h5.dmrpp",
290 | "AIRS.2015.10.17.L3.RetStd_IR001.v6.0.31.0.G15291213341.nc.h5.dmrpp",
291 | "AIRS.2015.10.18.L3.RetStd_IR001.v6.0.31.0.G15292183048.nc.h5.dmrpp",
292 | "AIRS.2015.10.19.L3.RetStd_IR001.v6.0.31.0.G15293180703.nc.h5.dmrpp",
293 | "AIRS.2015.10.20.L3.RetStd_IR001.v6.0.31.0.G15294183756.nc.h5.dmrpp",
294 | "AIRS.2015.10.21.L3.RetStd_IR001.v6.0.31.0.G15296182331.nc.h5.dmrpp",
295 | "AIRS.2015.10.22.L3.RetStd_IR001.v6.0.31.0.G15299105437.nc.h5.dmrpp",
296 | "AIRS.2015.10.23.L3.RetStd_IR001.v6.0.31.0.G15299110134.nc.h5.dmrpp",
297 | "AIRS.2015.10.24.L3.RetStd_IR001.v6.0.31.0.G15299105522.nc.h5.dmrpp",
298 | "AIRS.2015.10.25.L3.RetStd_IR001.v6.0.31.0.G15299190428.nc.h5.dmrpp",
299 | "AIRS.2015.10.26.L3.RetStd_IR001.v6.0.31.0.G15300185045.nc.h5.dmrpp",
300 | "AIRS.2015.10.27.L3.RetStd_IR001.v6.0.31.0.G15301185928.nc.h5.dmrpp",
301 | "AIRS.2015.10.28.L3.RetStd_IR001.v6.0.31.0.G15302183008.nc.h5.dmrpp",
302 | "AIRS.2015.10.29.L3.RetStd_IR001.v6.0.31.0.G15303183201.nc.h5.dmrpp",
303 | "AIRS.2015.10.30.L3.RetStd_IR001.v6.0.31.0.G15304181811.nc.h5.dmrpp",
304 | "AIRS.2015.10.31.L3.RetStd_IR001.v6.0.31.0.G15305182054.nc.h5.dmrpp",
305 | "AIRS.2015.11.01.L3.RetStd_IR001.v6.0.31.0.G15306172043.nc.h5.dmrpp",
306 | "AIRS.2015.11.02.L3.RetStd_IR001.v6.0.31.0.G15307173725.nc.h5.dmrpp",
307 | "AIRS.2015.11.03.L3.RetStd_IR001.v6.0.31.0.G15308184039.nc.h5.dmrpp",
308 | "AIRS.2015.11.04.L3.RetStd_IR001.v6.0.31.0.G15309175722.nc.h5.dmrpp",
309 | "AIRS.2015.11.05.L3.RetStd_IR001.v6.0.31.0.G15310174156.nc.h5.dmrpp",
310 | "AIRS.2015.11.06.L3.RetStd_IR001.v6.0.31.0.G15311174328.nc.h5.dmrpp",
311 | "AIRS.2015.11.07.L3.RetStd_IR001.v6.0.31.0.G15313022554.nc.h5.dmrpp",
312 | "AIRS.2015.11.08.L3.RetStd_IR001.v6.0.31.0.G15313181728.nc.h5.dmrpp",
313 | "AIRS.2015.11.09.L3.RetStd_IR001.v6.0.31.0.G15314173250.nc.h5.dmrpp",
314 | "AIRS.2015.11.10.L3.RetStd_IR001.v6.0.31.0.G15317190829.nc.h5.dmrpp",
315 | "AIRS.2015.11.11.L3.RetStd_IR001.v6.0.31.0.G15317202128.nc.h5.dmrpp",
316 | "AIRS.2015.11.12.L3.RetStd_IR001.v6.0.31.0.G15317210501.nc.h5.dmrpp",
317 | "AIRS.2015.11.13.L3.RetStd_IR001.v6.0.31.0.G15318181838.nc.h5.dmrpp",
318 | "AIRS.2015.11.14.L3.RetStd_IR001.v6.0.31.0.G15319171913.nc.h5.dmrpp",
319 | "AIRS.2015.11.15.L3.RetStd_IR001.v6.0.31.0.G15320174853.nc.h5.dmrpp",
320 | "AIRS.2015.11.16.L3.RetStd_IR001.v6.0.31.0.G15321175428.nc.h5.dmrpp",
321 | "AIRS.2015.11.17.L3.RetStd_IR001.v6.0.31.0.G15322173634.nc.h5.dmrpp",
322 | "AIRS.2015.11.18.L3.RetStd_IR001.v6.0.31.0.G15323173646.nc.h5.dmrpp",
323 | "AIRS.2015.11.19.L3.RetStd_IR001.v6.0.31.0.G15327171246.nc.h5.dmrpp",
324 | "AIRS.2015.11.20.L3.RetStd_IR001.v6.0.31.0.G15327174304.nc.h5.dmrpp",
325 | "AIRS.2015.11.21.L3.RetStd_IR001.v6.0.31.0.G15327175839.nc.h5.dmrpp",
326 | "AIRS.2015.11.22.L3.RetStd_IR001.v6.0.31.0.G15328160009.nc.h5.dmrpp",
327 | "AIRS.2015.11.23.L3.RetStd_IR001.v6.0.31.0.G15328171702.nc.h5.dmrpp",
328 | "AIRS.2015.11.24.L3.RetStd_IR001.v6.0.31.0.G15329174949.nc.h5.dmrpp",
329 | "AIRS.2015.11.25.L3.RetStd_IR001.v6.0.31.0.G15338133714.nc.h5.dmrpp",
330 | "AIRS.2015.11.26.L3.RetStd_IR001.v6.0.31.0.G15338140629.nc.h5.dmrpp",
331 | "AIRS.2015.11.27.L3.RetStd_IR001.v6.0.31.0.G15341130700.nc.h5.dmrpp",
332 | "AIRS.2015.11.28.L3.RetStd_IR001.v6.0.31.0.G15334014939.nc.h5.dmrpp",
333 | "AIRS.2015.11.29.L3.RetStd_IR001.v6.0.31.0.G15335015610.nc.h5.dmrpp",
334 | "AIRS.2015.11.30.L3.RetStd_IR001.v6.0.31.0.G15335173247.nc.h5.dmrpp",
335 | "AIRS.2015.12.01.L3.RetStd_IR001.v6.0.31.0.G15336180328.nc.h5.dmrpp",
336 | "AIRS.2015.12.02.L3.RetStd_IR001.v6.0.31.0.G15337191146.nc.h5.dmrpp",
337 | "AIRS.2015.12.03.L3.RetStd_IR001.v6.0.31.0.G15338200027.nc.h5.dmrpp",
338 | "AIRS.2015.12.04.L3.RetStd_IR001.v6.0.31.0.G15339182910.nc.h5.dmrpp",
339 | "AIRS.2015.12.05.L3.RetStd_IR001.v6.0.31.0.G15340172926.nc.h5.dmrpp",
340 | "AIRS.2015.12.06.L3.RetStd_IR001.v6.0.31.0.G15341175309.nc.h5.dmrpp",
341 | "AIRS.2015.12.07.L3.RetStd_IR001.v6.0.31.0.G15342173411.nc.h5.dmrpp",
342 | "AIRS.2015.12.08.L3.RetStd_IR001.v6.0.31.0.G15343174548.nc.h5.dmrpp",
343 | "AIRS.2015.12.09.L3.RetStd_IR001.v6.0.31.0.G15344174447.nc.h5.dmrpp",
344 | "AIRS.2015.12.10.L3.RetStd_IR001.v6.0.31.0.G15345173547.nc.h5.dmrpp",
345 | "AIRS.2015.12.11.L3.RetStd_IR001.v6.0.31.0.G15346173637.nc.h5.dmrpp",
346 | "AIRS.2015.12.12.L3.RetStd_IR001.v6.0.31.0.G15347173750.nc.h5.dmrpp",
347 | "AIRS.2015.12.13.L3.RetStd_IR001.v6.0.31.0.G15349151342.nc.h5.dmrpp",
348 | "AIRS.2015.12.14.L3.RetStd_IR001.v6.0.31.0.G15349183244.nc.h5.dmrpp",
349 | "AIRS.2015.12.15.L3.RetStd_IR001.v6.0.31.0.G15350164838.nc.h5.dmrpp",
350 | "AIRS.2015.12.16.L3.RetStd_IR001.v6.0.31.0.G15351172052.nc.h5.dmrpp",
351 | "AIRS.2015.12.17.L3.RetStd_IR001.v6.0.31.0.G15355185144.nc.h5.dmrpp",
352 | "AIRS.2015.12.18.L3.RetStd_IR001.v6.0.31.0.G15353180234.nc.h5.dmrpp",
353 | "AIRS.2015.12.19.L3.RetStd_IR001.v6.0.31.0.G15357151707.nc.h5.dmrpp",
354 | "AIRS.2015.12.20.L3.RetStd_IR001.v6.0.31.0.G15357153310.nc.h5.dmrpp",
355 | "AIRS.2015.12.21.L3.RetStd_IR001.v6.0.31.0.G15357154855.nc.h5.dmrpp",
356 | "AIRS.2015.12.22.L3.RetStd_IR001.v6.0.31.0.G15357171531.nc.h5.dmrpp",
357 | "AIRS.2015.12.23.L3.RetStd_IR001.v6.0.31.0.G15358171257.nc.h5.dmrpp",
358 | "AIRS.2015.12.24.L3.RetStd_IR001.v6.0.31.0.G15359171421.nc.h5.dmrpp",
359 | "AIRS.2015.12.25.L3.RetStd_IR001.v6.0.31.0.G15362153615.nc.h5.dmrpp",
360 | "AIRS.2015.12.26.L3.RetStd_IR001.v6.0.31.0.G15362202938.nc.h5.dmrpp",
361 | "AIRS.2015.12.27.L3.RetStd_IR001.v6.0.31.0.G15363023350.nc.h5.dmrpp",
362 | "AIRS.2015.12.28.L3.RetStd_IR001.v6.0.31.0.G15363170846.nc.h5.dmrpp",
363 | "AIRS.2015.12.29.L3.RetStd_IR001.v6.0.31.0.G15364172519.nc.h5.dmrpp",
364 | "AIRS.2015.12.30.L3.RetStd_IR001.v6.0.31.0.G16116184203.nc.h5.dmrpp",
365 | "AIRS.2015.12.31.L3.RetStd_IR001.v6.0.31.0.G16118131039.nc.h5.dmrpp"]
366 | 


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