コード例 #1
0
ファイル: z_on_ml.py プロジェクト: climatom/BAMS
def main():
    '''Main function'''
    args = parse_args()

    print('Arguments: %s' %
          ", ".join(['%s: %s' % (k, v) for k, v in vars(args).items()]))

    fout = open(args.output, 'wb')
    index_keys = ['date', 'time', 'shortName', 'level', 'step']

    idx = codes_index_new_from_file(args.z_lnsp, index_keys)
    codes_index_add_file(idx, args.t_q)
    if 'u_v' in args:
        codes_index_add_file(idx, args.u_v)

    # iterate date
    for date in codes_index_get(idx, 'date'):
        codes_index_select(idx, 'date', date)
        # iterate step
        for time in codes_index_get(idx, 'time'):
            codes_index_select(idx, 'time', time)
            values = get_initial_values(idx, keep_sample=True)
            if 'height' in args:
                values['height'] = args.height
                values['gh'] = args.height * R_G + values['z']
            if 'levelist' in args:
                values['levelist'] = args.levelist
            # iterate step all but geopotential z which is always step 0 (an)
            for step in codes_index_get(idx, 'step'):
                codes_index_select(idx, 'step', step)
                # surface pressure
                try:
                    values['sp'] = get_surface_pressure(idx)
                    production_step(idx, values, fout)
                except WrongStepError:
                    if step != '0':
                        raise

        try:
            codes_release(values['sample'])
        except KeyError:
            pass

    codes_index_release(idx)
    fout.close()
コード例 #2
0
def cli(file_path):
    index_id = eccodes.codes_index_new_from_file(str(file_path), ["paramId"])

    eccodes.codes_index_add_file(index_id, str(file_path))

    param_size = eccodes.codes_index_get_size(index_id, "paramId")
    print("param id count:", param_size)

    param_id_list = eccodes.codes_index_get(index_id, "paramId")
    print("param id list:", param_id_list)

    eccodes.codes_index_select(index_id, "paramId", '131')

    handle = eccodes.codes_new_from_index(index_id)
    while handle is not None:
        short_name = eccodes.codes_get(handle, "shortName")
        date = eccodes.codes_get(handle, "dataDate")
        type_of_level = eccodes.codes_get(handle, "typeOfLevel")
        level = eccodes.codes_get(handle, "level")

        print(short_name, date, type_of_level, level)
        eccodes.codes_release(handle)
        handle = eccodes.codes_new_from_index(index_id)
コード例 #3
0
def update_nwp(params):
    LOG.info("METNO update nwp")

    tempfile.tempdir = params['options']['nwp_outdir']

    ecmwf_path = params['options']['ecmwf_path']
    if not os.path.exists(ecmwf_path):
        ecmwf_path = ecmwf_path.replace("storeB", "storeA")
        LOG.warning(
            "Need to replace storeB with storeA for ecmwf_path: {}".format(
                str(ecmwf_path)))

    filelist = glob(
        os.path.join(ecmwf_path, params['options']['ecmwf_prefix'] + "*"))

    if len(filelist) == 0:
        LOG.info("Found no input files! dir = " + str(
            os.path.join(ecmwf_path, params['options']['ecmwf_prefix'] + "*")))
        return

    from trollsift import Parser, compose
    filelist.sort()
    for filename in filelist:
        if params['options']['ecmwf_file_name_sift'] is not None:
            try:
                parser = Parser(params['options']['ecmwf_file_name_sift'])
            except NoOptionError as noe:
                LOG.error("NoOptionError {}".format(noe))
                continue
            if not parser.validate(os.path.basename(filename)):
                LOG.error(
                    "Parser validate on filename: {} failed.".format(filename))
                continue
            res = parser.parse("{}".format(os.path.basename(filename)))

            time_now = datetime.utcnow()
            if 'analysis_time' in res:
                if res['analysis_time'].year == 1900:
                    # This is tricky. Filename is missing year in name
                    # Need to guess the year from a compination of year now
                    # and month now and month of the analysis time taken from the filename
                    # If the month now is 1(January) and the analysis month is 12,
                    # then the time has passed New Year, but the NWP analysis time is previous year.
                    if time_now.month == 1 and res['analysis_time'].month == 12:
                        analysis_year = time_now.year - 1
                    else:
                        analysis_year = time_now.year

                    res['analysis_time'] = res['analysis_time'].replace(
                        year=analysis_year)
            else:
                LOG.error(
                    "Can not parse analysis_time in file name. Check config and filename timestamp"
                )

            if 'forecast_time' in res:
                if res['forecast_time'].year == 1900:
                    # See above for explanation
                    if res['analysis_time'].month == 12 and res[
                            'forecast_time'].month == 1:
                        forecast_year = res['analysis_time'].year + 1
                    else:
                        forecast_year = res['analysis_time'].year

                    res['forecast_time'] = res['forecast_time'].replace(
                        year=forecast_year)
            else:
                LOG.error(
                    "Can not parse forecast_time in file name. Check config and filename timestamp"
                )

            forecast_time = res['forecast_time']
            analysis_time = res['analysis_time']
            step_delta = forecast_time - analysis_time
            step = "{:03d}H{:02d}M".format(
                int(step_delta.days * 24 + step_delta.seconds / 3600), 0)
        else:
            LOG.error("Not sift pattern given. Can not parse input NWP files")

        if analysis_time < params['starttime']:
            # LOG.debug("skip analysis time {} older than search time {}".format(analysis_time, params['starttime']))
            continue

        if int(step[:3]) not in params['nlengths']:
            # LOG.debug("Skip step {}, not in {}".format(int(step[:3]), params['nlengths']))
            continue

        output_parameters = {}
        output_parameters['analysis_time'] = analysis_time
        output_parameters['step_hour'] = int(step_delta.days * 24 +
                                             step_delta.seconds / 3600)
        output_parameters['step_min'] = 0
        try:
            if not os.path.exists(params['options']['nwp_outdir']):
                os.makedirs(params['options']['nwp_outdir'])
        except OSError as e:
            LOG.error("Failed to create directory: %s", e)
        result_file = ""
        try:
            result_file = os.path.join(
                params['options']['nwp_outdir'],
                compose(params['options']['nwp_output'], output_parameters))
            _result_file = os.path.join(
                params['options']['nwp_outdir'],
                compose("." + params['options']['nwp_output'],
                        output_parameters))
            _result_file_lock = os.path.join(
                params['options']['nwp_outdir'],
                compose("." + params['options']['nwp_output'] + ".lock",
                        output_parameters))
        except Exception as e:
            LOG.error(
                "Joining outdir with output for nwp failed with: {}".format(e))

        LOG.info("Result file: {}".format(result_file))
        if os.path.exists(result_file):
            LOG.info("File: " + str(result_file) + " already there...")
            continue

        import fcntl
        import errno
        import time
        rfl = open(_result_file_lock, 'w+')
        # do some locking
        while True:
            try:
                fcntl.flock(rfl, fcntl.LOCK_EX | fcntl.LOCK_NB)
                LOG.debug("1Got lock for NWP outfile: {}".format(result_file))
                break
            except IOError as e:
                if e.errno != errno.EAGAIN:
                    raise
                else:
                    LOG.debug("Waiting for lock ... {}".format(result_file))
                    time.sleep(1)

        if os.path.exists(result_file):
            LOG.info("File: " + str(result_file) + " already there...")
            # Need to release the lock
            fcntl.flock(rfl, fcntl.LOCK_UN)
            rfl.close()
            continue

        fout = open(_result_file, 'wb')
        try:

            # Do the static fields
            # Note: field not in the filename variable, but a configured filename for static fields
            static_filename = params['options']['ecmwf_static_surface']
            if not os.path.exists(static_filename):
                static_filename = static_filename.replace("storeB", "storeA")
                LOG.warning("Need to replace storeB with storeA")

            index_vals = []
            index_keys = ['paramId', 'level']
            LOG.debug("Start building index")
            LOG.debug("Handeling file: %s", filename)
            iid = ecc.codes_index_new_from_file(filename, index_keys)
            filename_n1s = filename.replace('N2D', 'N1S')
            LOG.debug("Add to index %s", filename_n1s)
            ecc.codes_index_add_file(iid, filename_n1s)
            LOG.debug("Add to index %s", static_filename)
            ecc.codes_index_add_file(iid, static_filename)
            LOG.debug("Done index")
            for key in index_keys:
                key_vals = ecc.codes_index_get(iid, key)
                key_vals = tuple(x for x in key_vals if x != 'undef')
                index_vals.append(key_vals)

            for prod in product(*index_vals):
                for i in range(len(index_keys)):
                    ecc.codes_index_select(iid, index_keys[i], prod[i])

                while 1:
                    gid = ecc.codes_new_from_index(iid)
                    if gid is None:
                        break

                    param = ecc.codes_get(gid, index_keys[0])
                    parameters = [
                        172, 129, 235, 167, 168, 137, 130, 131, 132, 133, 134,
                        157
                    ]
                    if param in parameters:
                        LOG.debug("Doing param: %d", param)
                        copy_needed_field(gid, fout)

                    ecc.codes_release(gid)
            ecc.codes_index_release(iid)

            fout.close()
            os.rename(_result_file, result_file)

        except WrongLengthError as wle:
            LOG.error("Something wrong with the data: %s", wle)
            raise

        # In the end release the lock
        fcntl.flock(rfl, fcntl.LOCK_UN)
        rfl.close()
        os.remove(_result_file_lock)
    return