Exemple #1
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"""

import os
from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs,cdef
from climaf.site_settings import atCNRM, onCiclad, atCEDA

p=cproject("CMIP5" ,"model","experiment", ("frequency","monthly"),
           ("table","*"),("realm","*"),("version","last"),
           ensemble=["model","simulation"])
cdef("simulation","r1i1p1",project="CMIP5")

# Frequency alias
cfreqs('CMIP5', {'monthly':'mon' , 'daily':'day' })

urls_CMIP5=None

if atCNRM :
    # Declare the directory for CNRM-CM CMIP5 data on CNRM's Lustre file system.
    urls_CMIP5=["/cnrm/cmip/cnrm/ESG"]
if onCiclad :
    # Declare a list of root directories for CMIP5 data on IPLS's Ciclad file system
    urls_CMIP5=["/prodigfs/project/"]
if atCEDA:
    urls_CMIP5=["/badc/cmip5/data"]

if urls_CMIP5 :
    # Next command will lead to explore all directories in 'url' 
    # for searching data for a CliMAF dataset (by function ds) except if 
Exemple #2
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    cdef('frequency', 'monthly', project='IGCM_OUT')
    cdef('experiment', '*', project='IGCM_OUT')
    cdef('OUT', 'Analyse', project='IGCM_OUT')  # --> Output, Analyse
    cdef('DIR', '*', project='IGCM_OUT')  # --> ATM, OCE, SRF...
    cdef('login', '*', project='IGCM_OUT')
    cdef('period', 'fx', project='IGCM_OUT')
    # cdef('file_syntax', '${simulation}_${start_year}MMDD_${end_year}MMDD_${frequency}_${variable}.nc',
    #      project='IGCM_OUT')
    # cdef('file_separator'        , '_', project='IGCM_OUT')
    # cdef('period_separator'        , '_', project='IGCM_OUT')

    # Frequency alias
    cfreqs(
        'IGCM_OUT', {
            'monthly': '1M',
            'daily': '1D',
            'seasonal': 'SE',
            'annual_cycle': 'SE',
            'yearly': '1Y'
        })

    if onCiclad:
        urls_IGCM_OUT = [
            "${root}/${login}/${model}/${status}/${experiment}/${simulation}/${DIR}/${OUT}/${ave_length}/"
            "${simulation}_${PERIOD}_${frequency}_${variable}.nc",
            "${root}/${login}/${model}/${status}/${experiment}/${simulation}/${DIR}/${OUT}/"
            "${frequency}${clim_period_length}/${simulation}_${frequency}_${clim_period}_1M_${variable}.nc",
        ]
    if atTGCC:
        urls_IGCM_OUT = [
            "${root}/${login}/IGCM_OUT/${model}/${status}/${experiment}/${simulation}/${DIR}/${OUT}/${ave_length}/"
            "${simulation}_${PERIOD}_${frequency}_${variable}.nc",
Exemple #3
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"""
This module declares project example and its data location for the standard CliMAF distro

Only one additionnal attribute : frequency (but data sample actually includes only frequency= 'monthly')

Example of an 'example' dataset definition ::

 >>> dg=ds(project='example', simulation='AMIPV6ALB2G', variable='tas', period='1980-1981', frequency='monthly')


"""

import os

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs

from climaf import __path__ as cpath
cpath=os.path.abspath(cpath[0]) 

cproject("example" , ("frequency","monthly") )
cfreqs('example',{'monthly':'mon' })

data_pattern_L=cpath+"/../examples/data/${simulation}/L/${simulation}SFXYYYY.nc"
data_pattern_A=cpath+"/../examples/data/${simulation}/A/${simulation}PLYYYY.nc"
dataloc(project="example",organization="generic",url=[data_pattern_A,data_pattern_L])
Exemple #4
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    >>> cdef('model','IPSL-CM4')
    >>> cdef('frequency','monthly')
    >>> cactl=ds(project='OCMIP5_Ciclad', simulation='CTL', variable='CACO3', period='1860-1861')


"""

import os

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs
from climaf.site_settings import onCiclad

if onCiclad:
    cproject("OCMIP5",
             "model",
             "simulation", ("frequency", "monthly"),
             ensemble=["model"])
    #
    # Declare which facets can be used for defining an ensemble
    #
    dataloc(
        project="OCMIP5",
        organization="generic",
        url=[
            '/prodigfs/project/OCMIP5/OUTPUT/*/${model}/${simulation}/${frequency}/'
            '${variable}/${variable}_*_${model}_${simulation}_${PERIOD}.nc'
        ])
    #
    cfreqs('OCMIP5', {'monthly': 'mon'})
Exemple #5
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             'root',
             'model',
             'realm',
             'experiment',
             'realization',
             'frequency',
             ensemble=['model', 'realization'],
             separator='%')

    ## -- Define the pattern for CMIP3 data
    pattern1 = '${root}/${experiment}/${realm}/${frequency}/${variable}/${model}/${realization}/'
    pattern1 += '${variable}_*.nc'

    ## -- call the dataloc CliMAF function
    dataloc(project='CMIP3', organization='generic', url=pattern1)

    # -- Make the alias and default values for both projects
    for project in ['CMIP3']:
        #calias(project, 'tos', offset=273.15)

        cdef('root', root, project=project)
        cdef('realm', '*', project=project)
        cdef('realization', '*', project=project)
        cdef('experiment', 'sresa1b', project=project)
        cdef('frequency', 'mo', project=project)
        cdef('period', '*', project=project)

        cfreqs(project, {
            'monthly': 'mo',
        })
Exemple #6
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"""
This module declares locations for searching data for project OBS4MIP at CNRM (VDR),  for
all frequencies; see file:///cnrm/amacs/DATA/Obs4MIPs/doc/

Additional attribute for OBS4MIPS datasets  : 'frequency'

Example for an OBS4MIPS CMIP5 dataset declaration ::

 >>> pr_obs=ds(project='OBS4MIPS', variable='pr', simulation='GPCP-SG', frequency='monthly', period='1979-1980')


"""
import os.path

if os.path.exists('/cnrm'):
    from climaf.dataloc import dataloc
    from climaf.classes import cproject, calias, cfreqs

    cproject("OBS4MIPS", "experiment", ("frequency", "monthly"))
    # Frequency alias
    cfreqs('OBS4MIPS', {'monthly': 'monthly_mean'})
    #
    pattern = "/cnrm/amacs/DATA/Obs4MIPs/netcdf/${frequency}/${variable}_${simulation}_*_YYYYMM-YYYYMM.nc"
    dataloc(project="OBS4MIPS", organization="generic", url=[pattern])
Exemple #7
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"""
This module declares project example and its data location for the standard CliMAF distro

Only one additionnal attribute : frequency (but data sample actually includes only frequency= 'monthly')

Example of an 'example' dataset definition ::

 >>> dg=ds(project='example', simulation='AMIPV6ALB2G', variable='tas', period='1980-1981', frequency='monthly')


"""

import os

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs

from climaf import __path__ as cpath

cpath = os.path.abspath(cpath[0])

cproject("example", ("frequency", "monthly"), separator='|')
cfreqs('example', {'monthly': 'mon'})

data_pattern_L = cpath + "/../examples/data/${simulation}/L/${simulation}SFXYYYY.nc"
data_pattern_A = cpath + "/../examples/data/${simulation}/A/${simulation}PLYYYY.nc"
data_pattern_histmth = cpath + "/../examples/data/${simulation}_SE_1982_1991_1M_ua_pres.nc"
dataloc(project="example", organization="generic", url=[data_pattern_A, data_pattern_L, data_pattern_histmth])

# calias("example",'tas','tas_${frequency}')
Exemple #8
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configuration files

Simulation names (or 'EXPIDs') are assumed to be unique in the namespace defined by the user's configuration
file, which may include shared simulation

Example for defining an EM dataset::

 >>> tas=ds(project='EM', simulation='GSAGNS1', variable='tas', period='1975', frequency='monthly', realm='L')

 A number of Seaice fields are duly described with 1.e+20 as missing value (which is ill described in data files); see code for details

"""

from climaf.site_settings import atCNRM

if atCNRM :

    from climaf.dataloc import dataloc
    from climaf.classes import cproject, calias, cfreqs
    
    cproject('EM' , ('frequency','monthly'), ('realm','*') )
    cfreqs('EM',{'monthly':'mon' , 'daily':'day1' })
    dataloc(project='EM', organization='EM', url=['dummy'])

    # Ideally, one should be able to write :
    #cmissing('EM',1.e+20, realm='I')
    calias('EM',[ 'sic', 'sit', 'sim', 'snd', 'ialb', 'tsice', 'mpalb', 'snomlet',
                  'tmelt', 'bmelt', 'snc','sic1','sic2', 'sic3', 'sic4', 'ssi', 'ageice'],
           missing=1.e+20)

Exemple #9
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    dataloc(project="emn36", organization="generic", url=[pathI, pathO])

    # Shared simulations
    pathg = "/cnrm/cmip/cnrm/simulations/${group}/"
    pathgI = pathg + "O/Origin/Monthly/${simulation}/${simulation}_1${frequency}_YYYYMMDD_YYYYMMDD_icemod.nc"
    pathgO = pathg + "O/Origin/Monthly/${simulation}/${simulation}_1${frequency}_YYYYMMDD_YYYYMMDD_grid_${variable}.nc"
    dataloc(project="emn36", organization="generic", url=[pathgI, pathgO])

    # Define default values
    ############################################

    # You do not need to use a GROUPs experiment
    cdef("group", "", project="emn36")

    cdef("frequency", "monthly", project="emn36")
    cfreqs("emn36", {"daily": "d", "monthly": "m"})

    # More details about data organization
    ############################################

    # Describe how to locate some ocean variables in multi-variable data files
    calias("emn36", 'e-p', filenameVar='S')
    calias("emn36", 'fcalva', filenameVar='S')
    calias("emn36", 'fcalvg', filenameVar='S')
    calias("emn36", 'friver', filenameVar='S')
    calias("emn36", 'flake', filenameVar='S')
    calias("emn36", 'omlmax', filenameVar='S')
    calias("emn36", 'so', filenameVar='S')
    calias("emn36", 'sos', filenameVar='S')
    calias("emn36", 'wfo', filenameVar='S')
Exemple #10
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        cdef('experiment', 'historical', project=project)
        cdef('version', '*', project=project)
        cdef('frequency', '*', project=project)
    cdef('extent_experiment', 'rcp85', project='CMIP5_extent')

    # -- Declare a CMIP5-Adjust CliMAF project: bias corrected CMIP5 simulations
    # ------------------------------------ >
    pattern = '${root}/CMIP5-Adjust/bias-adjusted-output/*/${model}/${experiment}/${frequency}/${realm}/${table}/' \
              '${realization}/${gr}/${bias_correction}/${version}/${variable}/' \
              '${variable}_${table}_${model}_${experiment}_${realization}_${gr}_${bias_correction}_${PERIOD}.nc'
    cproject('CMIP5-Adjust', 'root', 'model', 'experiment', 'bias_correction', 'frequency', 'table', 'gr', 'realm',
             'realization', 'experiment', 'version', ensemble=['model', 'realization'], separator='%')
    dataloc(project='CMIP5-Adjust', url=pattern)

    for var in ['tas', 'tasmax', 'tasmin', 'pr', 'rsds', 'sfcWind']:
        calias('CMIP5-Adjust', var, var + 'Adjust')

    cdef('root', '/prodigfs/project' , project='CMIP5-Adjust')
    # cdef('institute'      , '*'           , project='CMIP5-Adjust')
    cdef('table', '*', project='CMIP5-Adjust')  # impossible, because of ambiguities
    cdef('realm', '*', project='CMIP5-Adjust')  # impossible, because of ambiguities
    cdef('realization', 'r1i1p1', project='CMIP5-Adjust')
    cdef('experiment', 'rcp85', project='CMIP5-Adjust')
    cdef('version', 'latest', project='CMIP5-Adjust')
    cdef('gr', '*', project='CMIP5-Adjust')
    cdef('bias_correction', '*', project='CMIP5-Adjust')
    cdef('frequency', '*', project='CMIP5-Adjust')

    for project in ['CMIP5', 'CMIP5_extent', 'CMIP5-Adjust']:
        cfreqs(project, {'daily': 'day', 'monthly': 'mon', 'yearly': 'yr'})
Exemple #11
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cdef('root',        root,         project='IGCM_OUT')
cdef('clim_period', '????_????',  project='IGCM_OUT')
cdef('model',       '*',          project='IGCM_OUT')
cdef('simulation',  '*',          project='IGCM_OUT')
cdef('variable',    '*',          project='IGCM_OUT')
cdef('frequency',   'monthly',    project='IGCM_OUT')
cdef('experiment',  '*',          project='IGCM_OUT')
cdef('OUT',         '*',          project='IGCM_OUT')
cdef('DIR',         '*',          project='IGCM_OUT')
cdef('login',       '*',          project='IGCM_OUT')
cdef('period',      '0001-3000',  project='IGCM_OUT')


# Frequency alias
cfreqs('IGCM_OUT', {'monthly':'1M' , 'daily':'1D' , 'seasonal':'SE', 'annual_cycle':'SE'})

urls_IGCM_OUT=[
              "/${root}/${login}/IGCM_OUT/${model}/*/${experiment}/${simulation}/${DIR}/${OUT}/*/${simulation}_YYYYMMDD_YYYYMMDD_${frequency}_${variable}.nc",
	      "/${root}/${login}/IGCM_OUT/${model}/*/${experiment}/${simulation}/${DIR}/${OUT}/${frequency}/${simulation}_${frequency}_${clim_period}_1M_${variable}.nc"
              ]


# Next command will lead to explore all directories in 'urls_IGCM_OUT'
# for searching data for a CliMAF dataset (by function ds) except if 
# a more specific dataloc entry matches the arguments to 'ds'
dataloc(project="IGCM_OUT", organization="generic", url=urls_IGCM_OUT)

# OCE
calias("IGCM_OUT", 'tos'     ,'tos'                ,filenameVar='grid_T')
calias("IGCM_OUT", 'sos'     ,'sos'                ,filenameVar='grid_T')
Exemple #12
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Use attributes 'model' and 'frequency'

Example of a path : /prodigfs/OCMIP5/OUTPUT/IPSL/IPSL-CM4/CTL/mon/CACO3/CACO3_IPSL_IPSL-CM4_CTL_1860-1869.nc


Example ::

    >>> cdef('model','IPSL-CM4') 
    >>> cdef('frequency','monthly') 
    >>> cactl=ds(project='OCMIP5_Ciclad', experiment='CTL', variable='CACO3', period='1860-1861')


"""

import os

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs
from climaf.site_settings import onCiclad

if onCiclad :
    cproject("OCMIP5","model","simulation",("frequency","monthly"),ensemble=["model"])
    #
    # Declare which facets can be used for defining an ensemble
    #
    dataloc(project="OCMIP5", organization="generic",
            url=['/prodigfs/OCMIP5/OUTPUT/*/${model}/${simulation}/${frequency}/'
                 '${variable}/${variable}_*_${model}_${simulation}_YYYY-YYYY.nc'])
    #
    cfreqs('OCMIP5',{'monthly':'mon' })
Exemple #13
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"""

This module declares PCMDI reference products on ciclad data organization and specifics, as managed by J. Servonnat at IPSL;

"""

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs, cdef
from climaf.site_settings import onCiclad

cfreqs('ref_pcmdi', {'monthly':'mo' , 'daily':'day' , 'seasonal':'mo', 'annual_cycle':'mo'})


if onCiclad:
    cproject('ref_pcmdi', ('frequency','annual_cycle'), 'product', 'clim_period')
    cdef('variable',     '*',           project='ref_pcmdi')
    cdef('product',      '*',           project='ref_pcmdi')
    cdef('clim_period',  '*',           project='ref_pcmdi')
    cdef('period',       '1950-2015',   project='ref_pcmdi')
    root="/data/jservon/Evaluation/ReferenceDatasets/PCMDI-MP/obs/*/${frequency}/${variable}/${product}/ac/"
    pattern2=root+"${variable}_*mon_${product}_${clim_period}-clim.nc" 
    dataloc(project='ref_pcmdi', organization='generic', url=pattern2)


Exemple #14
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"""

This module declares the project E-OBS : 
This archive is available on Ciclad (IPSL)

The specific attributes are:
- grid : '*'


"""

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs, cdef
from climaf.site_settings import onCiclad, atTGCC, atIDRIS, atCerfacs, atCNRM

if onCiclad:
    # -- Create E-OBS CliMAF project
    EOBS_pattern = '/bdd/E-OBS/Grid_${grid}/${variable}_${grid}_${PERIOD}_v15.0.nc4'
    cproject('E-OBS', 'grid', 'frequency', separator='%')
    dataloc(project='E-OBS', organization='generic', url=EOBS_pattern)

    # -- Make a
    cdef('frequency', 'daily', project='E-OBS')
    cdef('grid', '*deg_*', project='E-OBS')
    cdef('period', '*', project='E-OBS')
    cdef('variable', '*', project='E-OBS')
    cfreqs('E-OBS', {'daily': 'day'})

    calias('E-OBS', 'tasmin', 'tn')
    calias('E-OBS', 'tasmax', 'tx')
Exemple #15
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"""

import os
from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs,cdef
from climaf.site_settings import atCNRM, onCiclad

p=cproject("CMIP5" ,"model","experiment", ("frequency","monthly"),
           ("table","*"),("realm","*"),("version","last"),
           ensemble=["model","simulation"])
cdef("simulation","r1i1p1",project="CMIP5")

# Frequency alias
cfreqs('CMIP5', {'monthly':'mon' , 'daily':'day' })

urls_CMIP5=None

if atCNRM :
    # Declare a list of root directories for CNRM-CM CMIP5 data on CNRM's Lustre file system.
    urls_CMIP5=["/cnrm/aster/data2/ESG/data1", "/cnrm/aster/data2/ESG/data2", 
                "/cnrm/aster/data2/ESG/data5", "/cnrm/aster/data4/ESG/data6", 
                "/cnrm/aster/data4/ESG/data7", "/cnrm/aster/data4/ESG/data8",
                "/cnrm/aster/data2/ESG/vdr"]
if onCiclad :
    # Declare a list of root directories for CMIP5 data on IPLS's Ciclad file system
    urls_CMIP5=["/prodigfs/esg","/prodigfs/project/"]

if urls_CMIP5 :
    # Next command will lead to explore all directories in 'url' 
Exemple #16
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          'root',
          'login',
          'IPSL_MODEL',
          'status',
          'experiment',
          'realm',
          'frequency',
          'table',
          'model',
          'realization',
          'grid',
          ensemble=['model', 'simulation', 'realization'],
          separator='%')
 # --> systematic arguments = simulation, frequency, variable
 # -- Set the aliases for the frequency
 cfreqs('IGCM_CMIP6', {'monthly': 'mon', 'yearly': 'yr', 'daily': 'day'})
 crealms('IGCM_CMIP6', {
     'atmos': 'ATM',
     'ocean': 'OCE',
     'land': 'SRF',
     'seaice': 'ICE'
 })
 # -- Set default values
 cdef('IPSL_MODEL', 'IPSLCM6', project='IGCM_CMIP6')
 cdef('realization', 'r1i1p1f1', project='IGCM_CMIP6')
 cdef('status', '*', project='IGCM_CMIP6')
 cdef('experiment', 'historical', project='IGCM_CMIP6')
 cdef('realm', '*', project='IGCM_CMIP6')
 cdef('table', '_', project='IGCM_CMIP6')
 cdef('frequency', 'monthly', project='IGCM_CMIP6')
 cdef('grid', 'gr', project='IGCM_CMIP6')
Exemple #17
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    root = "/data/jservon/Evaluation/ReferenceDatasets/"
if atTGCC:
    root = "/ccc/work/cont003/igcmg/igcmg/IGCM/ReferenceDatasets/"
if atIDRIS:
    root = "/workgpfs/rech/psl/rpsl035/IGCM/ReferenceDatasets/"
if atCerfacs:
    root = "/data/scratch/globc/dcom/globc_obs/OBS4MIPS_ANA4MIPS_CMOR/Tier1/ERA5/"
if atCNRM:
    root = "/cnrm/est/COMMON/climaf/reference_datasets_from_IPSL/"

cproject('ref_era5cerfacs', ('frequency', 'monthly'),
         'product', ('period', '1979-2018'),
         'obs_type',
         'table',
         separator='%')
cfreqs('ref_era5cerfacs', {'monthly': 'mon', 'daily': 'day'})

cdef('variable', '*', project='ref_era5cerfacs')
cdef('product', 'ERA5', project='ref_era5cerfacs')
cdef('period', '1979-2018', project='ref_era5cerfacs')
cdef('obs_type', 'reanalysis', project='ref_era5cerfacs')
cdef('table', '*', project='ref_era5cerfacs')

# Obs de MOC RAPID (Il a fallu bricoler les donnees d'origine pour la dimension time au debut et unlim)
# dataloc(project="ref_climatos",organization="generic",
#        url='/home/esanchez/data_climaf/${variable}_vertical_unlim.nc')
calias(project='ref_era5cerfacs',
       variable='moc',
       fileVariable='stream_function_mar',
       filenameVar='moc')
Exemple #18
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"""

This module declares reference products on ipsl data organization and specifics, as managed by J. Servonnat at IPSL;

Attributes are : ...

Example of an 'ref_ipsl' project dataset declaration ::

 >>> cdef('project','ref_ipsl')
 >>> d=ds(variable='tas',period='198001'....)
 >>> d2=ds(variable='tas',period='198001', frequency='daily', ....)

"""

from climaf.dataloc import dataloc
from climaf.classes import cproject, calias, cfreqs
from climaf.site_settings import onCiclad

cfreqs('ref_ipsl', {'monthly':'mo' , 'daily':'day' })

if onCiclad:
    cproject('ref_ipsl', ('frequency','monthly'), ('product','*'), ('period','1900-2050'))

    root="/data/jservon/Evaluation/ReferenceDatasets/*/${frequency}/${variable}/"
    pattern1=root+"${variable}_*mon_${product}*_YYYYMM-YYYYMM.nc"
    dataloc(project='ref_ipsl', organization='generic', url=[pattern1])

Exemple #19
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from climaf.classes import cproject, calias, cfreqs, cdef

p = cproject(
    "CMIP5",
    "model",
    "experiment",
    ("frequency", "monthly"),
    ("table", "*"),
    ("realm", "*"),
    ("version", "last"),
    ensemble=["model", "simulation"],
)
cdef("simulation", "r1i1p1", project="CMIP5")

# Frequency alias
cfreqs("CMIP5", {"monthly": "mon", "daily": "day"})

urls_CMIP5 = None

if os.path.exists("/cnrm"):
    # Declare a list of root directories for CNRM-CM CMIP5 data on CNRM's Lustre file system.
    urls_CMIP5 = [
        "/cnrm/aster/data2/ESG/data1",
        "/cnrm/aster/data2/ESG/data2",
        "/cnrm/aster/data2/ESG/data5",
        "/cnrm/aster/data4/ESG/data6",
        "/cnrm/aster/data4/ESG/data7",
        "/cnrm/aster/data4/ESG/data8",
        "/cnrm/aster/data2/ESG/vdr",
    ]
else:
Exemple #20
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    root = "/ccc/work/cont003/igcmg/igcmg/IGCM/ReferenceDatasets/"
if atIDRIS:
    root = "/workgpfs/rech/psl/rpsl035/IGCM/ReferenceDatasets/"
if atCerfacs:
    root = "/data8/datamg/Ciclad/ReferenceDatasets/"
if atCNRM:
    root = "/cnrm/est/COMMON/climaf/reference_datasets_from_IPSL/"

cproject('ref_climatos', ('frequency', 'annual_cycle'),
         'product',
         'clim_period',
         ensemble=['product'],
         separator='%')
cfreqs('ref_climatos', {
    'monthly': 'mo',
    'daily': 'day',
    'seasonal': 'mo',
    'annual_cycle': 'mo'
})

cdef('variable', '*', project='ref_climatos')
cdef('product', '*', project='ref_climatos')
cdef('clim_period', '*', project='ref_climatos')
cdef('simulation', 'refproduct', project='ref_climatos')
cdef('period', 'fx', project='ref_climatos')

if (root):
    pattern2 = root + "climatos/*/${frequency}/${variable}/${product}/ac/${variable}_*mon_${product}_${clim_period}-clim.nc"
    dataloc(project='ref_climatos', organization='generic', url=pattern2)

##########################################################################################
Exemple #21
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    cdef('experiment', 'historical', project='CORDEX_extent')
    cdef('model_version', '*', project='CORDEX_extent')

    # -- CORDEX Adjust
    pattern = '${root}/CORDEX-Adjust/bias-adjusted-output/${CORDEX_domain}/${institute}/${driving_model}/' \
              '${experiment}/${realization}/${model}/${bias_correction}/${frequency}/${variable}/${version}/' \
              '${variable}_${CORDEX_domain}_${driving_model}_${experiment}_${realization}_${model}_' \
              '${bias_correction}_${frequency}_${PERIOD}.nc'
    cproject('CORDEX-Adjust', 'root', 'model', 'CORDEX_domain', 'bias_correction', 'frequency', 'driving_model',
             'realization', 'experiment', 'version', 'institute', ensemble=['model', 'driving_model', 'realization'],
             separator='%')
    dataloc(project='CORDEX-Adjust', url=pattern)
    cdef('bias_correction', '*', project='CORDEX-Adjust')
    cdef('experiment', 'rcp85', project='CORDEX-Adjust')

    for project in ['CORDEX', 'CORDEX_extent', 'CORDEX-Adjust']:
        cfreqs(project, {'daily': 'day'})
        cdef('version', 'latest', project=project)
        cdef('root', root, project=project)
        cdef('institute', '*', project=project)
        cdef('realization', 'r1i1p1', project=project)
        cdef('frequency', '*', project=project)
        cdef('driving_model', '*', project=project)
        cdef('CORDEX_domain', '*', project=project)
        cdef('model', '*', project=project)
    # -- Overwrite root only for CORDEX-Adjust 
    cdef('root', '/prodigfs/project', project='CORDEX-Adjust')

    for var in ['tas', 'tasmax', 'tasmin', 'pr', 'rsds', 'sfcWind']:
        calias('CORDEX-Adjust', var, var + 'Adjust')
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         project='IGCM_OUT_old')  # --> Takes the following values: MO, DA...
    cdef('model', '*', project='IGCM_OUT_old')
    cdef('status', '*', project='IGCM_OUT_old')  # --> PROD, DEVT, TEST
    cdef('simulation', '*', project='IGCM_OUT_old')
    cdef('variable', '*', project='IGCM_OUT_old')
    cdef('frequency', 'monthly', project='IGCM_OUT_old')
    cdef('experiment', '*', project='IGCM_OUT_old')
    cdef('OUT', 'Analyse', project='IGCM_OUT_old')  # --> Output, Analyse
    cdef('DIR', '*', project='IGCM_OUT_old')  # --> ATM, OCE, SRF...
    cdef('login', '*', project='IGCM_OUT_old')
    cdef('period', 'fx', project='IGCM_OUT_old')

    # Frequency alias
    cfreqs('IGCM_OUT_old', {
        'monthly': '1M',
        'daily': '1D',
        'seasonal': 'SE',
        'annual_cycle': 'SE'
    })

    urls_IGCM_OUT_old = [
        "${root}/${login}/IGCM_OUT/${model}/${status}/${experiment}/${simulation}/${DIR}/${OUT}/${ave_length}/${simulation}_YYYYMMDD_YYYYMMDD_${frequency}_${variable}.nc",
        "${root}/${login}/IGCM_OUT/${model}/${status}/${experiment}/${simulation}/${DIR}/${OUT}/${frequency}${clim_period_length}/${simulation}_${frequency}_${clim_period}_1M_${variable}.nc"
    ]

    # Next command will lead to explore all directories in 'urls_IGCM_OUT_old'
    # for searching data for a CliMAF dataset (by function ds) except if
    # a more specific dataloc entry matches the arguments to 'ds'
    dataloc(project="IGCM_OUT_old",
            organization="generic",
            url=urls_IGCM_OUT_old)
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"""
This module declares locations for searching data for project OBS4MIP at CNRM (VDR),  for
all frequencies; see file:///cnrm/vdr/DATA/Obs4MIPs/doc/

Additional attribute for OBS4MIPS datasets  : 'frequency'

Example for an OBS4MIPS CMIP5 dataset declaration ::

 >>> pr_obs=ds(project='OBS4MIPS', variable='pr', simulation='GPCP-SG', frequency='monthly', period='1979-1980')


"""
import os.path

if os.path.exists('/cnrm'):
    from climaf.dataloc import dataloc
    from climaf.classes import cproject, calias, cfreqs

    cproject("OBS4MIPS","experiment",("frequency","monthly"))
    # Frequency alias
    cfreqs('OBS4MIPS', {'monthly':'monthly_mean' })
    #
    pattern="/cnrm/vdr/DATA/Obs4MIPs/netcdf/${frequency}/${variable}_${simulation}_*_YYYYMM-YYYYMM.nc"
    dataloc(project="OBS4MIPS", organization="generic", url=[pattern])