This repository contains the Research Data Archive (RDA) apps clients. Subdirectories are organized by language, e.g. python, perl, c++, bash
At this stage, the (RDA) REST API clients are available for Python (2.x and 3.x), see src/python for more details.
- General Information
- Install
- Curl Syntax
- Wget Syntax
- HTTPS GET Commands and Responses
- HTTPS POST Commands and Responses
- HTTPS DELETE Commands and Responses
- We have written a python client to abstract the request and authentication details.
- The client can be used as a command-line tool or as an imported python module to work with python objects directly.
- In most cases, the client will print the JSON response after a command is entered.
- A Jupyter Notebook was created to show the basic functionality of rdams_client.py.
- rdams_client.py can be found here
- All HTTPS requests to to the RDA APPS API must have Basic Authentication headers to access the API.
- The username and password combination would be the same as your rda.ucar.edu login combination.
- Responses are JSON formatted.
- Typically, error responses will give an explaination of what went wrong in the value of the
messages
key. - If
status
isok
, then all relevant data will be in the value of theresult
key.
- Typically, error responses will give an explaination of what went wrong in the value of the
- Feel free to contact the RDA with questions: rdahelp or Riley Conroy
While the python client can simply be downloaded from github and used provided you have the requests
library installed, we also have a package that can be installed using pip:
pip install rda-apps-clients
This gives you command line access to the command rdams_client
that is a essentially an alias to rdams_client.py.
Additionally, you can programatically use the module via
from rda_apps_clients import rdams_client
The list below is how to perform HTTPS GET
, POST
, and DELETE
commands using curl
respectively.
curl -u [RDAusername]:[RDApassword] -X GET [URL]
curl -u [RDAusername]:[RDApassword] -X POST -d @json_control_file -H 'Content-Type:application/json'[URL]
curl -u [RDAusername]:[RDApassword] -X DELETE [URL]
URL in these case could be for example https://rda.ucar.edu/json_apps/summary/ds083.2
or https://rda.ucar.edu/json_apps/request
or https://rda.ucar.edu/json_apps/request/123456
The list below is how to perform HTTPS GET
, POST
, and DELETE
commands using wget
respectively.
wget --user [RDAusername] --password [RDApassword] [URL]
wget --user [RDAusername] --password [RDApassword] --header='Content-Type:application/json' --post-file [JsonControlFile] [URL]
wget --user [RDAusername] --password [RDApassword] --method=delete [URL]
URL in these case could be for example https://rda.ucar.edu/json_apps/summary/ds083.2
or https://rda.ucar.edu/json_apps/request
or https://rda.ucar.edu/json_apps/request/123456
Returns a summary of datasets and dataset groups that have subsetting available.
GET https://rda.ucar.edu/json_apps/summary/[dsnnn.n]
{
"status": "ok",
"request_duration": "0.049611 seconds",
"code": 200,
"messages": [],
"result": {
"subsetting_available": true,
"data": [
{
"request_type": "T",
"group_index": 0
},
{
"request_type": "T",
"group_index": 1,
"title": "GRIB1 6 HOURLY FILES 1999.07.30 to 2007.12.06"
},
{
"request_type": "T",
"group_index": 2,
"title": "GRIB2 6 HOURLY FILES 2007.12.06 to current"
}
]
},
"request_end": "2020-03-03T10:23:45.197258",
"request_start": "2020-03-03T10:23:45.147647"
}
Returns a summary of only the Parameters in a dataset for subsetting.
GET https://rda.ucar.edu/json_apps/paramsummary/[dsnnn.n]
{
"status": "ok",
"request_duration": "0.173482 seconds",
"code": 200,
"messages": [],
"result": {
"dsid": "083.2",
"subsetting_available": true,
"data": [
{
"native_format": "WMO_GRIB2",
"param": "VIS",
"GCMD_uuid": "9337898d-68dc-43d7-93a9-6afdb4ab1784",
"units": "m",
"param_description": "Visibility"
},
{
"param_description": "Categorical snow (yes=1; no=0)",
"native_format": "WMO_GRIB2",
"param": "CSNOW"
},
{
"native_format": "WMO_GRIB2",
"param": "PEVPR",
"standard_name": "potential_water_evaporation_flux",
"GCMD_uuid": "b68ab978-6db6-49ee-84e2-5f37b461a998",
"units": "W m^-2",
"param_description": "Potential evaporation rate"
},
{
"native_format": "WMO_GRIB2",
"param": "T CDC",
"GCMD_uuid": "acb52274-6c0d-4241-a979-3fa3efca6702",
"units": "%",
"param_description": "Total cloud cover"
},
...
{
"native_format": "WMO_GRIB1",
"param": "ABSV",
"standard_name": "atmosphere_absolute_vorticity",
"ISO_TopicCategoryCode": "climatologyMeteorologyAtmosphere",
"units": "s^-1",
"GCMD_uuid": "858a80ff-5aa4-4590-b2e2-e88a802a6ee4",
"param_description": "Absolute vorticity"
},
{
"native_format": "WMO_GRIB1",
"param": "VVEL",
"standard_name": "lagrangian_tendency_of_air_pressure",
"ISO_TopicCategoryCode": "climatologyMeteorologyAtmosphere",
"units": "Pa s^-1",
"GCMD_uuid": "841a7ac7-5981-4e93-895f-1b57c3d892a0",
"param_description": "Vertical velocity (pressure)"
}
]
},
"request_end": "2020-03-03T10:52:38.637789",
"request_start": "2020-03-03T10:52:38.464307"
}
Returns full metadata of a dataset available for subsetting.
GET https://rda.ucar.edu/json_apps/metadata/[dsnnn.n]
{
"status": "ok",
"request_duration": "0.173482 seconds",
"code": 200,
"messages": [],
"result": {
"dsid": "083.2",
"subsetting_available": true,
"data": [
{
"product": "Analysis",
"param_description": "Convective inhibition",
"end_date": 200712060600,
"level": null,
"native_format": "WMO_GRIB1",
"gridproj": "latLon",
"griddef": "360:181:90N:0E:90S:359E:1:1",
"param": "CIN",
"levels": [
{
"level_description": "Ground or water surface",
"level": "SFC",
"level_value": "0"
},
{
"level_value": "0,180",
"level_description": "Layer between two levels at specified pressure differences from ground to level",
"level": "SPDY",
"units": "mbar"
}
],
"GCMD_uuid": "ebce0874-7635-4094-8ef4-968851873771",
"units": "J kg^-1",
"ISO_TopicCategoryCode": "climatologyMeteorologyAtmosphere",
"start_date": 199907301800
},
...
{
"product": "Analysis",
"param_description": "Vertical velocity (pressure)",
"end_date": 200712060600,
"level": null,
"native_format": "WMO_GRIB1",
"gridproj": "latLon",
"griddef": "360:181:90N:0E:90S:359E:1:1",
"param": "VVEL",
"standard_name": "lagrangian_tendency_of_air_pressure",
"levels": [
{
"level_value": "1000",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "975",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "950",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "925",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "900",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "850",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "800",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "750",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "700",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "650",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "600",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "550",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "500",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "450",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "400",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "350",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "300",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "250",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "200",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "150",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_value": "100",
"level_description": "Isobaric surface",
"level": "ISBL",
"units": "mbar"
},
{
"level_description": "Sigma level",
"level": "SIGL",
"level_value": "0.995"
}
],
"GCMD_uuid": "841a7ac7-5981-4e93-895f-1b57c3d892a0",
"units": "Pa s^-1",
"ISO_TopicCategoryCode": "climatologyMeteorologyAtmosphere",
"start_date": 199907301800
}
]
},
"request_end": "2020-03-03T11:32:33.317202",
"request_start": "2020-03-03T11:32:32.453649"
Returns that status of a given request index. A request index is a six digit integer.
Or
Returns the status of all requests for user.
GET https://rda.ucar.edu/json_apps/request/[RequestIndex]
Or,
GET https://rda.ucar.edu/json_apps/request/
If [RequestIndex]
is given
{
"status": "ok",
"request_duration": "0.046309 seconds",
"code": 200,
"messages": [],
"result":
{
"status": "Completed",
"date_ready": "2020-03-01",
"request_index": 410935,
"NCAR_contact": "[email protected]",
"rqstid": "LASTNAME410935",
"request_id": "LASTNAME410935",
"date_purge": "2020-03-06",
"date_rqst": "2020-03-01",
"subset_info": {
"note": "- Start date: 2018-01-15 00:00\n- End date: 2020-03-16 12:00\n- Parameter(s):\n Pressure\n- Vertical level(s):\n Specified height above ground: 80 m\n- Product(s):\n Analysis\n- Spatial subsetting (single gridpoint):\n Latitude: -29.5\n Longitude: 17\n"
}
}
"request_end": "2020-03-03T11:35:43.433348",
"request_start": "2020-03-03T11:35:43.387039"
}
Or if [RequestIndex]
is not specified, get all requests
{
"status": "ok",
"request_duration": "0.046309 seconds",
"code": 200,
"messages": [],
"result": [
{
"status": "Completed",
"date_ready": "2020-03-01",
"request_index": 410935,
"NCAR_contact": "[email protected]",
"rqstid": "LASTNAME410935",
"request_id": "LASTNAME410935",
"date_purge": "2020-03-06",
"date_rqst": "2020-03-01",
"subset_info": {
"note": "- Start date: 2018-01-15 00:00\n- End date: 2020-03-16 12:00\n- Parameter(s):\n Pressure\n- Vertical level(s):\n Specified height above ground: 80 m\n- Product(s):\n Analysis\n- Spatial subsetting (single gridpoint):\n Latitude: -29.5\n Longitude: 17\n"
}
},
{
"status": "Completed",
"date_ready": "2020-03-01",
"request_index": 410936,
"NCAR_contact": "[email protected]",
"rqstid": "LASTNAME410936",
"request_id": "LASTNAME410936",
"date_purge": "2020-03-06",
"date_rqst": "2020-03-01",
"subset_info": {
"note": "- Output format: csv\n- Start date: 2019-09-15 00:00\n- End date: 2020-03-16 12:00\n- Parameter(s):\n u-component of wind\n- Vertical level(s):\n Specified height above ground: 100 m\n- Product(s):\n Analysis\n- Spatial subsetting (single gridpoint):\n Latitude: -43.75\n Longitude: -64.5\n"
}
}
],
"request_end": "2020-03-03T11:35:43.433348",
"request_start": "2020-03-03T11:35:43.387039"
}
Returns the available files generated from a request.
GET https://rda.ucar.edu/json_apps/request/[RequestIndex]/filelist_json
{
"status": "ok",
"request_duration": "0.01604 seconds",
"code": 200,
"messages": [],
"result": {
"total_size": 156,
"web_files": [
{
"web_path": "https://rda.ucar.edu/dsrqst/LASTNAME411039/Filename.extension",
"wfile": "Filename.extension",
"size": 156
}
]
},
"request_end": "2020-03-03T11:42:43.230800",
"request_start": "2020-03-03T11:42:43.214760"
}
Returns an example control file for a give dataset.
GET https://rda.ucar.edu/json_apps/request/template/[dsxxx.x]
{
"status": "ok",
"request_duration": "0.007501 seconds",
"code": 200,
"messages": [],
"result": {
"template": "dataset=ds083.2\ndate=201103020000/to/201103151200\nparam=TMP/R H/ABS V\nlevel=ISBL:850/700/500\noformat=netCDF\nnlat=30\nslat=-25\nwlon=-150\nelon=-30\n#groupindex=2\ntargetdir=/glade/scratch\n"
},
"request_end": "2020-03-03T11:44:21.842582",
"request_start": "2020-03-03T11:44:21.835081"
}
Submits a request, where the post data is json formatted control file
POST https://rda.ucar.edu/json_apps/request/
{
"status": "ok",
"request_duration": "1.171259 seconds",
"code": 200,
"messages": [],
"result": {
"request_id": "411298"
},
"request_end": "2020-03-03T11:45:16.513226",
"request_start": "2020-03-03T11:45:15.341967"
}
Deletes a given RequestIndex. This may be necessary as Users may only have up to 8 requests open at a given time. By default an open request will be available for 7 days. Contact the specialist for the dataset to extend the amount of time it is available.
DELETE https://rda.ucar.edu/json_apps/request/[RequestIndex]
{
"status": "ok",
"request_duration": "0.243377 seconds",
"code": 200,
"messages": [],
"result": {
"purge_successful": "true"
},
"request_end": "2020-03-03T11:46:17.021646",
"request_start": "2020-03-03T11:46:16.778269"
}