Esempio n. 1
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 def test_create_task():
     ece2cmorlib.initialize()
     tgt = ece2cmorlib.get_cmor_target("clwvi", "CFday")
     src = cmor_source.ifs_source.read("79.128")
     tsk = cmor_task.cmor_task(src, tgt)
     ece2cmorlib.add_task(tsk)
     assert tsk in ece2cmorlib.tasks
     ece2cmorlib.finalize()
Esempio n. 2
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 def test_create_task(self):
     ece2cmorlib_tests.init()
     tgt = ece2cmorlib.get_cmor_target("clwvi", "CFday")
     src = cmor_source.ifs_source.read("79.128")
     tsk = cmor_task.cmor_task(src, tgt)
     ece2cmorlib.add_task(tsk)
     ok_(tsk in ece2cmorlib.tasks)
     ece2cmorlib.finalize()
Esempio n. 3
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 def test_duplicate_task():
     ece2cmorlib.initialize()
     tgt = ece2cmorlib.get_cmor_target("clwvi", "CFday")
     src1 = cmor_source.ifs_source.read("49.128")
     tsk1 = cmor_task.cmor_task(src1, tgt)
     ece2cmorlib.add_task(tsk1)
     src2 = cmor_source.ifs_source.read("79.128")
     tsk2 = cmor_task.cmor_task(src2, tgt)
     ece2cmorlib.add_task(tsk2)
     assert len(ece2cmorlib.tasks) == 1
     assert tsk2 in ece2cmorlib.tasks
     ece2cmorlib.finalize()
Esempio n. 4
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 def test_duplicate_task(self):
     ece2cmorlib_tests.init()
     tgt = ece2cmorlib.get_cmor_target("clwvi", "CFday")
     src1 = cmor_source.ifs_source.read("49.128")
     tsk1 = cmor_task.cmor_task(src1, tgt)
     ece2cmorlib.add_task(tsk1)
     src2 = cmor_source.ifs_source.read("79.128")
     tsk2 = cmor_task.cmor_task(src2, tgt)
     ece2cmorlib.add_task(tsk2)
     eq_(len(ece2cmorlib.tasks), 1)
     ok_(tsk2 in ece2cmorlib.tasks)
     ece2cmorlib.finalize()
Esempio n. 5
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def create_tasks(matches, active_components):
    global log, ignored_vars_file, json_table_key, skip_tables
    result = []
    model_vars = load_model_vars()
    for model, targets in matches.items():
        if isinstance(active_components, list) and model not in active_components:
            continue
        if isinstance(active_components, basestring) and model != active_components:
            continue
        parblocks = model_vars[model]
        for target in targets:
            parmatches = [b for b in parblocks if matchvarpar(target, b)]
            if not any(parmatches):
                log.error("Variable %s in table %s is not supported by %s in ece2cmor3; if you do expect an ec-earth "
                          "output variable here, please create an issue or pull request on our github page"
                          % (target.variable, target.table, model))
                continue
            parmatch = parmatches[0]
            if len(parmatches) > 1:
                log.warning("Multiple matching parameters for %s found for variable %s in table %s: proceeding with "
                            "first match %s" % (model, target.variable, target.table, parmatch.get("source", None)))
            if parmatch.get("table_override", {}).get("table", "") == target.table:
                parmatch = parmatch["table_override"]
            task = create_cmor_task(parmatch, target, model)
            if ece2cmorlib.add_task(task):
                result.append(task)
    log.info("Created %d ece2cmor tasks from input variable list." % len(result))
    return result
Esempio n. 6
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def create_tasks(targets, load_atm_tasks=True, load_oce_tasks=True, load_tm5_tasks=True, silent=False):
    global log, ignored_vars_file, json_table_key, models, skip_tables
    modelflags = {"ifs": load_atm_tasks, "nemo": load_oce_tasks, "tm5": load_tm5_tasks}

    realmflags = {}
    for m in models:
        flag = modelflags.get(m, True)
        for r in models[m]["realms"]:
            curval = realmflags.get(r, False)
            realmflags[r] = flag or curval  # True if any model can produce the realm
    params = {}
    for model in models:
        paramfile = models.get(model, {}).get(parfile_key, "")
        if os.path.isfile(paramfile):
            with open(paramfile) as f:
                params[model] = json.loads(f.read())
        else:
            params[model] = []

    omitvarlist_01 = load_checkvars_excel(omit_vars_file_01)
    omitvarlist_02 = load_checkvars_excel(omit_vars_file_02)
    omitvarlist_03 = load_checkvars_excel(omit_vars_file_03)
    omitvarlist_04 = load_checkvars_excel(omit_vars_file_04)
    omitvarlist_05 = load_checkvars_excel(omit_vars_file_05)
    ignoredvarlist = load_checkvars_excel(ignored_vars_file)
    identifiedmissingvarlist = load_checkvars_excel(identified_missing_vars_file)
    loadedtargets, ignoredtargets, identifiedmissingtargets, missingtargets = [], [], [], []

    for target in targets:
        realms = getattr(target, cmor_target.realm_key, None).split()
        if not any([realmflags.get(r, True) for r in realms]):
            continue  # If all variable's realms are flagged false, skip
        matchpars = {}
        for model in models:
            if modelflags.get(model, True):  # Only consider models that are 'enabled'
                matches = [p for p in params.get(model, []) if
                           matchvarpar(target.variable, p) and target.table == p.get(json_table_key, target.table)]
                if any(matches):
                    matchpars[model] = matches
        if not any(matchpars):
            key = target.variable if skip_tables else (target.table, target.variable)
            if key in ignoredvarlist:
                target.ecearth_comment, target.comment_author = ignoredvarlist[key]
                ignoredtargets.append(target)
                varword = "ignored"
            elif key in identifiedmissingvarlist:
                target.ecearth_comment, target.comment_author = identifiedmissingvarlist[key]
                identifiedmissingtargets.append(target)
                varword = "identified missing"
            elif key in omitvarlist_01:
                varword = "omit 01"
            elif key in omitvarlist_02:
                varword = "omit 02"
            elif key in omitvarlist_03:
                varword = "omit 03"
            elif key in omitvarlist_04:
                varword = "omit 04"
            elif key in omitvarlist_05:
                varword = "omit 05"
            else:
                missingtargets.append(target)
                varword = "missing"
            if not silent:
                log.error(
                    "Could not find parameter table entry for %s in table %s...skipping variable. "
                    "This variable is %s" % (target.variable, target.table, varword))
            continue
        modelmatch = None
        for model in matchpars:
            modelmatch = model
            if len(matchpars) == 1:
                break
            modelrealms = set(models.get(model, {}).get("realms", []))
            shared_realms = set(realms).intersection(modelrealms)
            if any(shared_realms):
                log.info("Multiple models %s found for variable %s, model %s matched by shared realms %s" % (
                    matchpars.keys(), target.variable, model, shared_realms))
                break
        pars = matchpars[modelmatch]
        table_pars = [p for p in pars if json_table_key in p]
        notable_pars = [p for p in pars if json_table_key not in p]
        if len(table_pars) > 1 or len(notable_pars) > 1:
            log.warning("Multiple entries found for variable %s, table %s in file %s...choosing first." % (
                target.variable, target.table, models[modelmatch]["parfile"]))
        parmatch = table_pars[0] if any(table_pars) else pars[0]
        task = create_cmor_task(parmatch, target, modelmatch)
        ece2cmorlib.add_task(task)
        if parmatch.get(cmor_source.expression_key, None) is None:
            target.ecearth_comment = task.source.model_component() + ' code name = ' + parmatch.get(json_source_key,
                                                                                                    None)
        else:
            target.ecearth_comment = task.source.model_component() + ' code name = ' \
                                     + parmatch.get(json_source_key, None) + ', expression = ' \
                                     + parmatch.get(cmor_source.expression_key, None)
        target.comment_author = 'automatic'
        loadedtargets.append(target)
    log.info("Created    %d ece2cmor tasks from input variable list." % len(loadedtargets))
    for par in params["ifs"]:
        if json_mask_key in par:
            name = par[json_mask_key]
            expr = par.get(cmor_source.expression_key, None)
            if not expr:
                log.error("No expression given for mask %s, ignoring mask definition" % name)
            else:
                srcstr, func, val = parse_maskexpr(expr)
                if srcstr:
                    src = create_cmor_source({json_source_key: srcstr}, "ifs")
                    ece2cmorlib.add_mask(name, src, func, val)
    return loadedtargets, ignoredtargets, identifiedmissingtargets, missingtargets