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ESGF command line search

Four optional flags are available for the cmip5 and cmip6 commands to change the output or submit a data request:

  • clef --remote cmip5 returns all the ESGF CMIP5/CMIP6 datasets matching the constraints, it is the equivalent of doing a search online on an ESGF node
  • clef --local cmip5 finds local files accessing directly the NCI's MAS database so it will also return older versions or datasets that might be temporarily offline.
  • clef --missing cmip6 finds files on ESGF that haven't been downloaded to NCI
  • clef --request cmip6 create and pass to NCI a request to download the missing files

If these flags are omitted then the tool will search on the ESGF datasets matching the constraints and return both the local and missing files lists, based on searching an ESGF node.

The search works like the ESGF search website, e.g. https://esgf.nci.org.au/search/esgf_nci. Results can be filtered by using flags matching the ESGF search facets:

$ clef cmip5 --model ACCESS1.0 \
           --experiment historical \
           --frequency mon \
           --variable ua \
           --variable va

If the same flag is used multiple times both terms will be searched for. { NOT IMPLEMENTED YET! You can also use % as a wildcard, e.g. --model ACCESS% to return ACCESS1.0 and ACCESS1.3 data}

Please note that CMIP5 and CMIP6 have different names and number of flags, we tried to use the same names wherever possible. In particular CMIP6 has some new flags available:

$ clef cmip6 --activity CMIP \
           --experiment historical \
           --source_type AOGCM \
           --table Amon \
           --grid gr \
           --resolution "250 km" \
           --variable ua \
           --variable va

activity - MIPS or sub-projects, for example CMIP refers to the DECK group of experiments source_type - model type, in the example above AOGCM is coupled Atmosphere-Ocean Global Climate Model grid - grid kind, in the example 'gr' stands for "regridded data reported on the data provider's preferred target grid" resolution - nominal resolution of the grid, there are two kind of nominal resolution. If the value is in degrees then this is a standard CMIP6 grid, currently only "1x1 degree" is available. If the resolution is in kms then this is an approximate resolution. Details are available in the appendix 2 of the CMIP6 attributes documentation: https://goo.gl/v1drZl Note that resolution is always composed of two separate words and will need to be passed as a string enclosed in quotes "".

When querying the ESGF website, the total amount of results is limited to 1,000. If clef finds more results it will ask you to refine your query. You can follow the link to see the query clef used on the ESGF website:

$ clef cmip5
Exception: Too many results (1030069), try limiting your search
https://esgf.nci.org.au/search/esgf_nci?query=&distrib=on&latest=on&project=CMIP5

Options

clef --missing ------------

clef --missing <dataset> searches ESGF for files that haven't been downloaded to NCI. It returns ESGF dataset IDs for each dataset that has one or more missing files:

$ clef --missing cmip5 --model HadCM3 --experiment historical \
               --table day --ensemble r1i1p1 \
               --variable ta
Available on ESGF but not locally:
cmip5.output2.MOHC.HadCM3.historical.day.atmos.day.r1i1p1.v20110728
NOTE: ESGF keeps track of only the most recent versions of each file for a given dataset version,

so if the files in the NCI mirror and ESGF don't match this command can return false positives.

clef --local ----------

clef --local <dataset> searches the local file system for files that have been downloaded to NCI. It returns the path to the file on NCI's /g/data disk:

$ clef --local cmip5 --model HadCM3 --experiment historical --table day --ensemble r1i1p1 \
                     --variable ta --all-versions
/g/data1/ua6/unofficial-ESG-replica/tmp/tree/cmip-dn1.badc.rl.ac.uk/thredds/fileServer/esg_dataroot/cmip5/output1/MOHC/HadCM3/historical/day/atmos/day/r1i1p1/v20110728/ta/
/g/data1/ua6/unofficial-ESG-replica/tmp/tree/esgf-data1.ceda.ac.uk/thredds/fileServer/esg_dataroot/cmip5/output1/MOHC/HadCM3/historical/day/atmos/day/r1i1p1/v20140110/ta/

NOTE: Presently the default behaviour for all the ESGF-node based searches is to check for the most recent (latest) version on ESGF, and return only files with that version. This can be disabled with the --all-versions flag. The --local option instead currently returns by default all available versions, including versions unpublished by the ESGF but that are still available locally, NB not all the available data on the older CMIP5 collection (ua6 project) has been yet replaced in the new one (al33). If you are sure a version should exists only for CMIP5 you could try using the ARCCSSive module https://github.com/coecms/arccssive to locate it.

tips

If your search doesn't return any results try again at a later time. The tool is searching the ESGF website first and sometimes one or more nodes can be disconnected and the returned results are incomplete. Try the --local flag to at least get what's available locally. For CMIP5 you can use the older ARCCSSive tool if in doubt.