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| 49 | <a href="../index.html" class="icon icon-home"> flex_extract |
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| 53 | </a> |
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| 56 | |
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| 57 | |
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| 58 | <div class="version"> |
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| 59 | 7.1 |
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| 60 | </div> |
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| 83 | <p class="caption"><span class="caption-text">Table of Contents:</span></p> |
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| 84 | <ul> |
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| 85 | <li class="toctree-l1"><a class="reference internal" href="../downloads.html">Downloads</a></li> |
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| 136 | <li><a href="index.html">Module code</a> »</li> |
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| 138 | <li>EcFlexpart</li> |
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| 148 | <hr/> |
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| 149 | </div> |
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| 150 | <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> |
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| 152 | |
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| 153 | <h1>Source code for EcFlexpart</h1><div class="highlight"><pre> |
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| 154 | <span></span><span class="ch">#!/usr/bin/env python</span> |
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| 155 | <span class="c1"># -*- coding: utf-8 -*-</span> |
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| 156 | <span class="c1">#*******************************************************************************</span> |
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| 157 | <span class="c1"># @Author: Anne Fouilloux (University of Oslo)</span> |
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| 158 | <span class="c1">#</span> |
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| 159 | <span class="c1"># @Date: October 2014</span> |
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| 160 | <span class="c1">#</span> |
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| 161 | <span class="c1"># @Change History:</span> |
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| 162 | <span class="c1">#</span> |
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| 163 | <span class="c1"># November 2015 - Leopold Haimberger (University of Vienna):</span> |
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| 164 | <span class="c1"># - extended with class Control</span> |
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| 165 | <span class="c1"># - removed functions mkdir_p, daterange, years_between, months_between</span> |
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| 166 | <span class="c1"># - added functions darain, dapoly, to_param_id, init128, normal_exit,</span> |
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| 167 | <span class="c1"># my_error, clean_up, install_args_and_control,</span> |
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| 168 | <span class="c1"># interpret_args_and_control,</span> |
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| 169 | <span class="c1"># - removed function __del__ in class EIFLexpart</span> |
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| 170 | <span class="c1"># - added the following functions in EIFlexpart:</span> |
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| 171 | <span class="c1"># - create_namelist</span> |
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| 172 | <span class="c1"># - process_output</span> |
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| 173 | <span class="c1"># - deacc_fluxes</span> |
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| 174 | <span class="c1"># - modified existing EIFlexpart - functions for the use in</span> |
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| 175 | <span class="c1"># flex_extract</span> |
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| 176 | <span class="c1"># - retrieve also longer term forecasts, not only analyses and</span> |
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| 177 | <span class="c1"># short term forecast data</span> |
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| 178 | <span class="c1"># - added conversion into GRIB2</span> |
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| 179 | <span class="c1"># - added conversion into .fp format for faster execution of FLEXPART</span> |
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| 180 | <span class="c1"># (see https://www.flexpart.eu/wiki/FpCtbtoWo4FpFormat)</span> |
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| 181 | <span class="c1">#</span> |
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| 182 | <span class="c1"># February 2018 - Anne Philipp (University of Vienna):</span> |
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| 183 | <span class="c1"># - applied PEP8 style guide</span> |
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| 184 | <span class="c1"># - added documentation</span> |
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| 185 | <span class="c1"># - removed function getFlexpartTime in class EcFlexpart</span> |
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| 186 | <span class="c1"># - outsourced class ControlFile</span> |
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| 187 | <span class="c1"># - outsourced class MarsRetrieval</span> |
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| 188 | <span class="c1"># - changed class name from EIFlexpart to EcFlexpart</span> |
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| 189 | <span class="c1"># - applied minor code changes (style)</span> |
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| 190 | <span class="c1"># - removed "dead code" , e.g. retrieval of Q since it is not needed</span> |
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| 191 | <span class="c1"># - removed "times" parameter from retrieve-method since it is not used</span> |
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| 192 | <span class="c1"># - seperated function "retrieve" into smaller functions (less code</span> |
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| 193 | <span class="c1"># duplication, easier testing)</span> |
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| 194 | <span class="c1">#</span> |
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| 195 | <span class="c1"># @License:</span> |
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[2625ca8] | 196 | <span class="c1"># (C) Copyright 2014-2019.</span> |
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| 197 | <span class="c1"># Anne Philipp, Leopold Haimberger</span> |
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[274f9ef] | 198 | <span class="c1">#</span> |
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[2625ca8] | 199 | <span class="c1"># This work is licensed under the Creative Commons Attribution 4.0</span> |
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| 200 | <span class="c1"># International License. To view a copy of this license, visit</span> |
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| 201 | <span class="c1"># http://creativecommons.org/licenses/by/4.0/ or send a letter to</span> |
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| 202 | <span class="c1"># Creative Commons, PO Box 1866, Mountain View, CA 94042, USA.</span> |
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[274f9ef] | 203 | <span class="c1">#*******************************************************************************</span> |
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| 204 | <span class="c1">#pylint: disable=unsupported-assignment-operation</span> |
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| 205 | <span class="c1"># this is disabled because for this specific case its an error in pylint</span> |
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| 206 | <span class="c1">#pylint: disable=consider-using-enumerate</span> |
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| 207 | <span class="c1"># this is not useful in this case</span> |
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| 208 | <span class="c1"># ------------------------------------------------------------------------------</span> |
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| 209 | <span class="c1"># MODULES</span> |
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| 210 | <span class="c1"># ------------------------------------------------------------------------------</span> |
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| 211 | <span class="kn">import</span> <span class="nn">os</span> |
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| 212 | <span class="kn">import</span> <span class="nn">sys</span> |
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| 213 | <span class="kn">import</span> <span class="nn">glob</span> |
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| 214 | <span class="kn">import</span> <span class="nn">shutil</span> |
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| 215 | <span class="kn">import</span> <span class="nn">subprocess</span> |
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| 216 | <span class="kn">from</span> <span class="nn">datetime</span> <span class="k">import</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">timedelta</span> |
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| 217 | <span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span> |
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| 218 | |
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[2625ca8] | 219 | <span class="kn">from</span> <span class="nn">eccodes</span> <span class="k">import</span> <span class="p">(</span><span class="n">codes_index_select</span><span class="p">,</span> <span class="n">codes_new_from_index</span><span class="p">,</span> <span class="n">codes_get</span><span class="p">,</span> |
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| 220 | <span class="n">codes_get_values</span><span class="p">,</span> <span class="n">codes_set_values</span><span class="p">,</span> <span class="n">codes_set</span><span class="p">,</span> |
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| 221 | <span class="n">codes_write</span><span class="p">,</span> <span class="n">codes_release</span><span class="p">,</span> <span class="n">codes_new_from_index</span><span class="p">,</span> |
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[f66f990] | 222 | <span class="n">codes_index_release</span><span class="p">,</span> <span class="n">codes_index_get</span><span class="p">,</span> <span class="n">codes_get_array</span><span class="p">,</span> |
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| 223 | <span class="n">codes_set_array</span><span class="p">,</span> <span class="n">codes_grib_new_from_file</span><span class="p">)</span> |
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[274f9ef] | 224 | |
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| 225 | <span class="c1"># software specific classes and modules from flex_extract</span> |
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| 226 | <span class="n">sys</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s1">'../'</span><span class="p">)</span> |
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| 227 | <span class="kn">import</span> <span class="nn">_config</span> |
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[2625ca8] | 228 | <span class="kn">from</span> <span class="nn">GribUtil</span> <span class="k">import</span> <span class="n">GribUtil</span> |
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[274f9ef] | 229 | <span class="kn">from</span> <span class="nn">mods.tools</span> <span class="k">import</span> <span class="p">(</span><span class="n">init128</span><span class="p">,</span> <span class="n">to_param_id</span><span class="p">,</span> <span class="n">silent_remove</span><span class="p">,</span> <span class="n">product</span><span class="p">,</span> |
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[2625ca8] | 230 | <span class="n">my_error</span><span class="p">,</span> <span class="n">make_dir</span><span class="p">,</span> <span class="n">get_informations</span><span class="p">,</span> <span class="n">get_dimensions</span><span class="p">,</span> |
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[f66f990] | 231 | <span class="n">execute_subprocess</span><span class="p">,</span> <span class="n">to_param_id_with_tablenumber</span><span class="p">)</span> |
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[274f9ef] | 232 | <span class="kn">from</span> <span class="nn">MarsRetrieval</span> <span class="k">import</span> <span class="n">MarsRetrieval</span> |
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[f66f990] | 233 | <span class="kn">from</span> <span class="nn">UioFiles</span> <span class="k">import</span> <span class="n">UioFiles</span> |
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[274f9ef] | 234 | <span class="kn">import</span> <span class="nn">mods.disaggregation</span> <span class="k">as</span> <span class="nn">disaggregation</span> |
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| 235 | |
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| 236 | <span class="c1"># ------------------------------------------------------------------------------</span> |
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| 237 | <span class="c1"># CLASS</span> |
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| 238 | <span class="c1"># ------------------------------------------------------------------------------</span> |
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| 239 | <div class="viewcode-block" id="EcFlexpart"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart">[docs]</a><span class="k">class</span> <span class="nc">EcFlexpart</span><span class="p">(</span><span class="nb">object</span><span class="p">):</span> |
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| 240 | <span class="sd">'''</span> |
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[2625ca8] | 241 | <span class="sd"> Class to represent FLEXPART specific ECMWF data.</span> |
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| 242 | |
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| 243 | <span class="sd"> FLEXPART needs grib files in a specifc format. All necessary data fields</span> |
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| 244 | <span class="sd"> for one time step are stored in a single file. The class represents an</span> |
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| 245 | <span class="sd"> instance with all the parameter and settings necessary for retrieving</span> |
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| 246 | <span class="sd"> MARS data and modifing them so they are fitting FLEXPART needs. The class</span> |
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| 247 | <span class="sd"> is able to disaggregate the fluxes and convert grid types to the one needed</span> |
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| 248 | <span class="sd"> by FLEXPART, therefore using the FORTRAN program.</span> |
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| 249 | |
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| 250 | <span class="sd"> Attributes</span> |
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| 251 | <span class="sd"> ----------</span> |
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| 252 | <span class="sd"> mreq_count : int</span> |
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| 253 | <span class="sd"> Counter for the number of generated mars requests.</span> |
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| 254 | |
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| 255 | <span class="sd"> inputdir : str</span> |
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| 256 | <span class="sd"> Path to the directory where the retrieved data is stored.</span> |
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| 257 | |
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| 258 | <span class="sd"> dataset : str</span> |
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| 259 | <span class="sd"> For public datasets there is the specific naming and parameter</span> |
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| 260 | <span class="sd"> dataset which has to be used to characterize the type of</span> |
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| 261 | <span class="sd"> data.</span> |
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| 262 | |
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[f66f990] | 263 | <span class="sd"> basetime : int</span> |
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[2625ca8] | 264 | <span class="sd"> The time for a half day retrieval. The 12 hours upfront are to be</span> |
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| 265 | <span class="sd"> retrieved.</span> |
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| 266 | |
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| 267 | <span class="sd"> dtime : str</span> |
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| 268 | <span class="sd"> Time step in hours.</span> |
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| 269 | |
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| 270 | <span class="sd"> acctype : str</span> |
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| 271 | <span class="sd"> The field type for the accumulated forecast fields.</span> |
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| 272 | |
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| 273 | <span class="sd"> acctime : str</span> |
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| 274 | <span class="sd"> The starting time from the accumulated forecasts.</span> |
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| 275 | |
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| 276 | <span class="sd"> accmaxstep : str</span> |
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| 277 | <span class="sd"> The maximum forecast step for the accumulated forecast fields.</span> |
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| 278 | |
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| 279 | <span class="sd"> marsclass : str</span> |
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| 280 | <span class="sd"> Characterisation of dataset.</span> |
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| 281 | |
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| 282 | <span class="sd"> stream : str</span> |
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| 283 | <span class="sd"> Identifies the forecasting system used to generate the data.</span> |
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| 284 | |
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| 285 | <span class="sd"> number : str</span> |
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| 286 | <span class="sd"> Selects the member in ensemble forecast run.</span> |
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| 287 | |
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| 288 | <span class="sd"> resol : str</span> |
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| 289 | <span class="sd"> Specifies the desired triangular truncation of retrieved data,</span> |
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| 290 | <span class="sd"> before carrying out any other selected post-processing.</span> |
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| 291 | |
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| 292 | <span class="sd"> accuracy : str</span> |
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| 293 | <span class="sd"> Specifies the number of bits per value to be used in the</span> |
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| 294 | <span class="sd"> generated GRIB coded fields.</span> |
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| 295 | |
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| 296 | <span class="sd"> addpar : str</span> |
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| 297 | <span class="sd"> List of additional parameters to be retrieved.</span> |
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| 298 | |
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| 299 | <span class="sd"> level : str</span> |
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| 300 | <span class="sd"> Specifies the maximum level.</span> |
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| 301 | |
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| 302 | <span class="sd"> expver : str</span> |
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| 303 | <span class="sd"> The version of the dataset.</span> |
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| 304 | |
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| 305 | <span class="sd"> levelist : str</span> |
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| 306 | <span class="sd"> Specifies the required levels.</span> |
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| 307 | |
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| 308 | <span class="sd"> glevelist : str</span> |
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| 309 | <span class="sd"> Specifies the required levels for gaussian grids.</span> |
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| 310 | |
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| 311 | <span class="sd"> gaussian : str</span> |
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| 312 | <span class="sd"> This parameter is deprecated and should no longer be used.</span> |
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| 313 | <span class="sd"> Specifies the desired type of Gaussian grid for the output.</span> |
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| 314 | |
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| 315 | <span class="sd"> grid : str</span> |
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| 316 | <span class="sd"> Specifies the output grid which can be either a Gaussian grid</span> |
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| 317 | <span class="sd"> or a Latitude/Longitude grid.</span> |
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| 318 | |
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| 319 | <span class="sd"> area : str</span> |
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| 320 | <span class="sd"> Specifies the desired sub-area of data to be extracted.</span> |
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| 321 | |
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| 322 | <span class="sd"> purefc : int</span> |
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| 323 | <span class="sd"> Switch for definition of pure forecast mode or not.</span> |
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| 324 | |
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| 325 | <span class="sd"> outputfilelist : list of str</span> |
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| 326 | <span class="sd"> The final list of FLEXPART ready input files.</span> |
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| 327 | |
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| 328 | <span class="sd"> types : dictionary</span> |
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| 329 | <span class="sd"> Determines the combination of type of fields, time and forecast step</span> |
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| 330 | <span class="sd"> to be retrieved.</span> |
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| 331 | |
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| 332 | <span class="sd"> params : dictionary</span> |
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| 333 | <span class="sd"> Collection of grid types and their corresponding parameters,</span> |
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| 334 | <span class="sd"> levels, level types and the grid definition.</span> |
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| 335 | |
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| 336 | <span class="sd"> server : ECMWFService or ECMWFDataServer</span> |
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| 337 | <span class="sd"> This is the connection to the ECMWF data servers.</span> |
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| 338 | |
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| 339 | <span class="sd"> public : int</span> |
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| 340 | <span class="sd"> Decides which Web API Server version is used.</span> |
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| 341 | |
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| 342 | <span class="sd"> dates : str</span> |
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| 343 | <span class="sd"> Contains start and end date of the retrieval in the format</span> |
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| 344 | <span class="sd"> "YYYYMMDD/to/YYYYMMDD"</span> |
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[274f9ef] | 345 | <span class="sd"> '''</span> |
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[2625ca8] | 346 | |
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[274f9ef] | 347 | <span class="c1"># --------------------------------------------------------------------------</span> |
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| 348 | <span class="c1"># CLASS FUNCTIONS</span> |
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| 349 | <span class="c1"># --------------------------------------------------------------------------</span> |
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| 350 | <span class="k">def</span> <span class="nf">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">c</span><span class="p">,</span> <span class="n">fluxes</span><span class="o">=</span><span class="kc">False</span><span class="p">):</span> |
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| 351 | <span class="sd">'''Creates an object/instance of EcFlexpart with the associated</span> |
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| 352 | <span class="sd"> settings of its attributes for the retrieval.</span> |
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| 353 | |
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| 354 | <span class="sd"> Parameters:</span> |
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| 355 | <span class="sd"> -----------</span> |
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[2625ca8] | 356 | <span class="sd"> c : ControlFile</span> |
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[274f9ef] | 357 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
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| 358 | <span class="sd"> command line.</span> |
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| 359 | |
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[2625ca8] | 360 | <span class="sd"> fluxes : boolean, optional</span> |
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[274f9ef] | 361 | <span class="sd"> Decides if the flux parameter settings are stored or</span> |
---|
| 362 | <span class="sd"> the rest of the parameter list.</span> |
---|
| 363 | <span class="sd"> Default value is False.</span> |
---|
| 364 | |
---|
| 365 | <span class="sd"> Return</span> |
---|
| 366 | <span class="sd"> ------</span> |
---|
| 367 | |
---|
| 368 | <span class="sd"> '''</span> |
---|
[2625ca8] | 369 | <span class="c1"># set a counter for the number of generated mars requests</span> |
---|
[274f9ef] | 370 | <span class="bp">self</span><span class="o">.</span><span class="n">mreq_count</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 371 | |
---|
| 372 | <span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">inputdir</span> |
---|
| 373 | <span class="bp">self</span><span class="o">.</span><span class="n">dataset</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">dataset</span> |
---|
| 374 | <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">basetime</span> |
---|
| 375 | <span class="bp">self</span><span class="o">.</span><span class="n">dtime</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">dtime</span> |
---|
[2625ca8] | 376 | <span class="bp">self</span><span class="o">.</span><span class="n">acctype</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">acctype</span> |
---|
| 377 | <span class="bp">self</span><span class="o">.</span><span class="n">acctime</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">acctime</span> |
---|
| 378 | <span class="bp">self</span><span class="o">.</span><span class="n">accmaxstep</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">accmaxstep</span> |
---|
| 379 | <span class="bp">self</span><span class="o">.</span><span class="n">marsclass</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">marsclass</span> |
---|
| 380 | <span class="bp">self</span><span class="o">.</span><span class="n">stream</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">stream</span> |
---|
| 381 | <span class="bp">self</span><span class="o">.</span><span class="n">number</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">number</span> |
---|
| 382 | <span class="bp">self</span><span class="o">.</span><span class="n">resol</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">resol</span> |
---|
| 383 | <span class="bp">self</span><span class="o">.</span><span class="n">accuracy</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">accuracy</span> |
---|
| 384 | <span class="bp">self</span><span class="o">.</span><span class="n">addpar</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">addpar</span> |
---|
| 385 | <span class="bp">self</span><span class="o">.</span><span class="n">level</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">level</span> |
---|
| 386 | <span class="bp">self</span><span class="o">.</span><span class="n">expver</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">expver</span> |
---|
| 387 | <span class="bp">self</span><span class="o">.</span><span class="n">levelist</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">levelist</span> |
---|
| 388 | <span class="bp">self</span><span class="o">.</span><span class="n">glevelist</span> <span class="o">=</span> <span class="s1">'1/to/'</span> <span class="o">+</span> <span class="n">c</span><span class="o">.</span><span class="n">level</span> <span class="c1"># in case of gaussian grid</span> |
---|
| 389 | <span class="bp">self</span><span class="o">.</span><span class="n">gaussian</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">gaussian</span> |
---|
| 390 | <span class="bp">self</span><span class="o">.</span><span class="n">grid</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">grid</span> |
---|
| 391 | <span class="bp">self</span><span class="o">.</span><span class="n">area</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">area</span> |
---|
| 392 | <span class="bp">self</span><span class="o">.</span><span class="n">purefc</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span> |
---|
| 393 | <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 394 | |
---|
| 395 | <span class="c1"># Define the different types of field combinations (type, time, step)</span> |
---|
| 396 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span> <span class="o">=</span> <span class="p">{}</span> |
---|
| 397 | <span class="c1"># Define the parameters and their level types, level list and</span> |
---|
| 398 | <span class="c1"># grid resolution for the retrieval job</span> |
---|
| 399 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span> <span class="o">=</span> <span class="p">{}</span> |
---|
| 400 | |
---|
| 401 | <span class="k">if</span> <span class="n">fluxes</span><span class="p">:</span> |
---|
| 402 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_params_fluxes</span><span class="p">()</span> |
---|
| 403 | <span class="k">else</span><span class="p">:</span> |
---|
| 404 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_params</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">gauss</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">eta</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">omega</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">cwc</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">)</span> |
---|
| 405 | |
---|
| 406 | <span class="k">if</span> <span class="n">fluxes</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 407 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_field_types_fluxes</span><span class="p">()</span> |
---|
[274f9ef] | 408 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 409 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_field_types</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">type</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">time</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">step</span><span class="p">)</span> |
---|
| 410 | <span class="k">return</span> |
---|
| 411 | |
---|
| 412 | <span class="k">def</span> <span class="nf">_create_field_types</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ftype</span><span class="p">,</span> <span class="n">ftime</span><span class="p">,</span> <span class="n">fstep</span><span class="p">):</span> |
---|
| 413 | <span class="sd">'''Create the combination of field type, time and forecast step.</span> |
---|
| 414 | |
---|
| 415 | <span class="sd"> Parameters:</span> |
---|
| 416 | <span class="sd"> -----------</span> |
---|
| 417 | <span class="sd"> ftype : list of str</span> |
---|
| 418 | <span class="sd"> List of field types.</span> |
---|
| 419 | |
---|
| 420 | <span class="sd"> ftime : list of str</span> |
---|
| 421 | <span class="sd"> The time in hours of the field.</span> |
---|
| 422 | |
---|
| 423 | <span class="sd"> fstep : str</span> |
---|
| 424 | <span class="sd"> Specifies the forecast time step from forecast base time.</span> |
---|
| 425 | <span class="sd"> Valid values are hours (HH) from forecast base time.</span> |
---|
| 426 | |
---|
| 427 | <span class="sd"> Return</span> |
---|
| 428 | <span class="sd"> ------</span> |
---|
| 429 | |
---|
| 430 | <span class="sd"> '''</span> |
---|
| 431 | <span class="n">i</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 432 | <span class="k">for</span> <span class="n">ty</span><span class="p">,</span> <span class="n">st</span><span class="p">,</span> <span class="n">ti</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">ftype</span><span class="p">,</span> <span class="n">fstep</span><span class="p">,</span> <span class="n">ftime</span><span class="p">):</span> |
---|
[f66f990] | 433 | <span class="n">btlist</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">ftime</span><span class="p">))</span> |
---|
| 434 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span> <span class="o">==</span> <span class="mi">12</span><span class="p">:</span> |
---|
[2625ca8] | 435 | <span class="n">btlist</span> <span class="o">=</span> <span class="p">[</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">5</span><span class="p">,</span> <span class="mi">6</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">8</span><span class="p">,</span> <span class="mi">9</span><span class="p">,</span> <span class="mi">10</span><span class="p">,</span> <span class="mi">11</span><span class="p">,</span> <span class="mi">12</span><span class="p">]</span> |
---|
[f66f990] | 436 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
---|
[2625ca8] | 437 | <span class="n">btlist</span> <span class="o">=</span> <span class="p">[</span><span class="mi">13</span><span class="p">,</span> <span class="mi">14</span><span class="p">,</span> <span class="mi">15</span><span class="p">,</span> <span class="mi">16</span><span class="p">,</span> <span class="mi">17</span><span class="p">,</span> <span class="mi">18</span><span class="p">,</span> <span class="mi">19</span><span class="p">,</span> <span class="mi">20</span><span class="p">,</span> <span class="mi">21</span><span class="p">,</span> <span class="mi">22</span><span class="p">,</span> <span class="mi">23</span><span class="p">,</span> <span class="mi">0</span><span class="p">]</span> |
---|
| 438 | |
---|
| 439 | <span class="c1"># if ((ty.upper() == 'AN' and (int(c.time[i]) % int(c.dtime)) == 0) or</span> |
---|
| 440 | <span class="c1"># (ty.upper() != 'AN' and (int(c.step[i]) % int(c.dtime)) == 0 and</span> |
---|
| 441 | <span class="c1"># (int(c.step[i]) % int(c.dtime) == 0)) ) and \</span> |
---|
| 442 | <span class="c1"># (int(c.time[i]) in btlist or c.purefc):</span> |
---|
| 443 | |
---|
[f66f990] | 444 | <span class="k">if</span> <span class="p">(</span><span class="n">i</span> <span class="ow">in</span> <span class="n">btlist</span><span class="p">)</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
[2625ca8] | 445 | |
---|
| 446 | <span class="k">if</span> <span class="p">((</span><span class="n">ty</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">==</span> <span class="s1">'AN'</span> <span class="ow">and</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">ti</span><span class="p">)</span> <span class="o">%</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span> <span class="ow">or</span> |
---|
| 447 | <span class="p">(</span><span class="n">ty</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">!=</span> <span class="s1">'AN'</span> <span class="ow">and</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">st</span><span class="p">)</span> <span class="o">%</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)):</span> |
---|
[274f9ef] | 448 | |
---|
| 449 | <span class="k">if</span> <span class="n">ty</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span> |
---|
| 450 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'times'</span><span class="p">:</span> <span class="s1">''</span><span class="p">,</span> <span class="s1">'steps'</span><span class="p">:</span> <span class="s1">''</span><span class="p">}</span> |
---|
| 451 | |
---|
| 452 | <span class="k">if</span> <span class="n">ti</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'times'</span><span class="p">]:</span> |
---|
| 453 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'times'</span><span class="p">]:</span> |
---|
| 454 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'times'</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/'</span> |
---|
| 455 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'times'</span><span class="p">]</span> <span class="o">+=</span> <span class="n">ti</span> |
---|
| 456 | |
---|
| 457 | <span class="k">if</span> <span class="n">st</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'steps'</span><span class="p">]:</span> |
---|
| 458 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'steps'</span><span class="p">]:</span> |
---|
| 459 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'steps'</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/'</span> |
---|
| 460 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ty</span><span class="p">][</span><span class="s1">'steps'</span><span class="p">]</span> <span class="o">+=</span> <span class="n">st</span> |
---|
[2625ca8] | 461 | <span class="n">i</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
[f66f990] | 462 | |
---|
[2625ca8] | 463 | <span class="k">return</span> |
---|
[274f9ef] | 464 | |
---|
[2625ca8] | 465 | <span class="k">def</span> <span class="nf">_create_field_types_fluxes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
---|
| 466 | <span class="sd">'''Create the combination of field type, time and forecast step</span> |
---|
| 467 | <span class="sd"> for the flux data.</span> |
---|
[274f9ef] | 468 | |
---|
[2625ca8] | 469 | <span class="sd"> Parameters:</span> |
---|
| 470 | <span class="sd"> -----------</span> |
---|
[274f9ef] | 471 | |
---|
[2625ca8] | 472 | <span class="sd"> Return</span> |
---|
| 473 | <span class="sd"> ------</span> |
---|
[274f9ef] | 474 | |
---|
[2625ca8] | 475 | <span class="sd"> '''</span> |
---|
| 476 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">acctype</span><span class="p">)]</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'times'</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">acctime</span><span class="p">),</span> |
---|
| 477 | <span class="s1">'steps'</span><span class="p">:</span> <span class="s1">'</span><span class="si">{}</span><span class="s1">/to/</span><span class="si">{}</span><span class="s1">/by/</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span> |
---|
| 478 | <span class="bp">self</span><span class="o">.</span><span class="n">dtime</span><span class="p">,</span> |
---|
| 479 | <span class="bp">self</span><span class="o">.</span><span class="n">accmaxstep</span><span class="p">,</span> |
---|
| 480 | <span class="bp">self</span><span class="o">.</span><span class="n">dtime</span><span class="p">)}</span> |
---|
| 481 | <span class="k">return</span> |
---|
[274f9ef] | 482 | |
---|
[2625ca8] | 483 | <span class="k">def</span> <span class="nf">_create_params</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">gauss</span><span class="p">,</span> <span class="n">eta</span><span class="p">,</span> <span class="n">omega</span><span class="p">,</span> <span class="n">cwc</span><span class="p">,</span> <span class="n">wrf</span><span class="p">):</span> |
---|
| 484 | <span class="sd">'''Define the specific parameter settings for retrievment.</span> |
---|
| 485 | |
---|
| 486 | <span class="sd"> The different parameters need specific grid types and level types</span> |
---|
| 487 | <span class="sd"> for retrievement. We might get following combination of types</span> |
---|
| 488 | <span class="sd"> (depending on selection and availability):</span> |
---|
| 489 | <span class="sd"> (These are short cuts for the grib file names (leading sequence)</span> |
---|
| 490 | <span class="sd"> SH__ML, OG__ML, GG__ML, SH__SL, OG__SL, GG__SL, OG_OROLSM_SL</span> |
---|
| 491 | <span class="sd"> where:</span> |
---|
| 492 | <span class="sd"> SH = Spherical Harmonics, GG = Gaussian Grid, OG = Output Grid,</span> |
---|
| 493 | <span class="sd"> ML = Model Level, SL = Surface Level</span> |
---|
| 494 | |
---|
| 495 | <span class="sd"> For each of this combination there is a list of parameter names,</span> |
---|
| 496 | <span class="sd"> the level type, the level list and the grid resolution.</span> |
---|
| 497 | |
---|
| 498 | <span class="sd"> There are different scenarios for data extraction from MARS:</span> |
---|
| 499 | <span class="sd"> 1) Retrieval of etadot</span> |
---|
| 500 | <span class="sd"> eta=1, gauss=0, omega=0</span> |
---|
| 501 | <span class="sd"> 2) Calculation of etadot from divergence</span> |
---|
| 502 | <span class="sd"> eta=0, gauss=1, omega=0</span> |
---|
| 503 | <span class="sd"> 3) Calculation of etadot from omega (for makes sense for debugging)</span> |
---|
| 504 | <span class="sd"> eta=0, gauss=0, omega=1</span> |
---|
| 505 | <span class="sd"> 4) Retrieval and Calculation of etadot (only for debugging)</span> |
---|
| 506 | <span class="sd"> eta=1, gauss=1, omega=0</span> |
---|
| 507 | <span class="sd"> 5) Download also specific model and surface level data for FLEXPART-WRF</span> |
---|
[274f9ef] | 508 | |
---|
[2625ca8] | 509 | <span class="sd"> Parameters:</span> |
---|
| 510 | <span class="sd"> -----------</span> |
---|
| 511 | <span class="sd"> gauss : int</span> |
---|
| 512 | <span class="sd"> Gaussian grid is retrieved.</span> |
---|
[274f9ef] | 513 | |
---|
[2625ca8] | 514 | <span class="sd"> eta : int</span> |
---|
| 515 | <span class="sd"> Etadot parameter will be directly retrieved.</span> |
---|
[274f9ef] | 516 | |
---|
[2625ca8] | 517 | <span class="sd"> omega : int</span> |
---|
| 518 | <span class="sd"> The omega paramterwill be retrieved.</span> |
---|
| 519 | |
---|
| 520 | <span class="sd"> cwc : int</span> |
---|
| 521 | <span class="sd"> The cloud liquid and ice water content will be retrieved.</span> |
---|
| 522 | |
---|
| 523 | <span class="sd"> wrf : int</span> |
---|
| 524 | <span class="sd"> Additional model level and surface level data will be retrieved for</span> |
---|
| 525 | <span class="sd"> WRF/FLEXPART-WRF simulations.</span> |
---|
| 526 | |
---|
| 527 | <span class="sd"> Return</span> |
---|
| 528 | <span class="sd"> ------</span> |
---|
[274f9ef] | 529 | |
---|
[2625ca8] | 530 | <span class="sd"> '''</span> |
---|
| 531 | <span class="c1"># SURFACE FIELDS</span> |
---|
| 532 | <span class="c1">#-----------------------------------------------------------------------</span> |
---|
| 533 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'SH__SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'LNSP'</span><span class="p">,</span> <span class="s1">'ML'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> <span class="s1">'OFF'</span><span class="p">]</span> |
---|
| 534 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'SD/MSL/TCC/10U/10V/2T/2D/Z/LSM'</span><span class="p">,</span> \ |
---|
| 535 | <span class="s1">'SFC'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="p">]</span> |
---|
| 536 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">addpar</span><span class="p">:</span> |
---|
| 537 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__SL'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">addpar</span> |
---|
| 538 | |
---|
| 539 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">marsclass</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">==</span> <span class="s1">'EA'</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">marsclass</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">==</span> <span class="s1">'EP'</span><span class="p">:</span> |
---|
| 540 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG_OROLSM__SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"SDOR/CVL/CVH/FSR"</span><span class="p">,</span> |
---|
| 541 | <span class="s1">'SFC'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="p">]</span> |
---|
| 542 | <span class="k">else</span><span class="p">:</span> |
---|
| 543 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG_OROLSM__SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"SDOR/CVL/CVH/SR"</span><span class="p">,</span> \ |
---|
| 544 | <span class="s1">'SFC'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="p">]</span> |
---|
| 545 | |
---|
| 546 | <span class="c1"># MODEL LEVEL FIELDS</span> |
---|
| 547 | <span class="c1">#-----------------------------------------------------------------------</span> |
---|
| 548 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'T/Q'</span><span class="p">,</span> <span class="s1">'ML'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">levelist</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="p">]</span> |
---|
| 549 | |
---|
| 550 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gauss</span> <span class="ow">and</span> <span class="n">eta</span><span class="p">:</span> |
---|
| 551 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/U/V/ETADOT'</span> |
---|
| 552 | <span class="k">elif</span> <span class="n">gauss</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">eta</span><span class="p">:</span> |
---|
| 553 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'GG__SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'Q'</span><span class="p">,</span> <span class="s1">'ML'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> \ |
---|
| 554 | <span class="s1">'</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">((</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">resol</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">)]</span> |
---|
| 555 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'SH__ML'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'U/V/D'</span><span class="p">,</span> <span class="s1">'ML'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">glevelist</span><span class="p">,</span> <span class="s1">'OFF'</span><span class="p">]</span> |
---|
| 556 | <span class="k">elif</span> <span class="ow">not</span> <span class="n">gauss</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">eta</span><span class="p">:</span> |
---|
| 557 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/U/V'</span> |
---|
[f66f990] | 558 | <span class="k">else</span><span class="p">:</span> <span class="c1"># GAUSS and ETA</span> |
---|
| 559 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Warning: Collecting etadot and parameters for gaussian grid '</span> |
---|
| 560 | <span class="s1">'is a very costly parameter combination, '</span> |
---|
| 561 | <span class="s1">'use this combination only for debugging!'</span><span class="p">)</span> |
---|
| 562 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'GG__SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'Q'</span><span class="p">,</span> <span class="s1">'ML'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> |
---|
[2625ca8] | 563 | <span class="s1">'</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">((</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">resol</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">)]</span> |
---|
[f66f990] | 564 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'GG__ML'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'U/V/D/ETADOT'</span><span class="p">,</span> <span class="s1">'ML'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">glevelist</span><span class="p">,</span> |
---|
[2625ca8] | 565 | <span class="s1">'</span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">((</span><span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">resol</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mi">2</span><span class="p">)]</span> |
---|
| 566 | |
---|
| 567 | <span class="k">if</span> <span class="n">omega</span><span class="p">:</span> |
---|
| 568 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/W'</span> |
---|
| 569 | |
---|
| 570 | <span class="k">if</span> <span class="n">cwc</span><span class="p">:</span> |
---|
| 571 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/CLWC/CIWC'</span> |
---|
| 572 | |
---|
| 573 | <span class="c1"># ADDITIONAL FIELDS FOR FLEXPART-WRF MODEL (IF QUESTIONED)</span> |
---|
[f66f990] | 574 | <span class="c1"># -----------------------------------------------------------------------</span> |
---|
[2625ca8] | 575 | <span class="k">if</span> <span class="n">wrf</span><span class="p">:</span> |
---|
| 576 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/Z/VO'</span> |
---|
| 577 | <span class="k">if</span> <span class="s1">'/D'</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]:</span> |
---|
| 578 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__ML'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/D'</span> |
---|
[f66f990] | 579 | |
---|
[2625ca8] | 580 | <span class="n">wrf_sfc</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'SP'</span><span class="p">,</span><span class="s1">'SKT'</span><span class="p">,</span><span class="s1">'SST'</span><span class="p">,</span><span class="s1">'CI'</span><span class="p">,</span><span class="s1">'STL1'</span><span class="p">,</span><span class="s1">'STL2'</span><span class="p">,</span> <span class="s1">'STL3'</span><span class="p">,</span><span class="s1">'STL4'</span><span class="p">,</span> |
---|
| 581 | <span class="s1">'SWVL1'</span><span class="p">,</span><span class="s1">'SWVL2'</span><span class="p">,</span><span class="s1">'SWVL3'</span><span class="p">,</span><span class="s1">'SWVL4'</span><span class="p">]</span> |
---|
| 582 | <span class="k">for</span> <span class="n">par</span> <span class="ow">in</span> <span class="n">wrf_sfc</span><span class="p">:</span> |
---|
| 583 | <span class="k">if</span> <span class="n">par</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__SL'</span><span class="p">][</span><span class="mi">0</span><span class="p">]:</span> |
---|
| 584 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG__SL'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/'</span> <span class="o">+</span> <span class="n">par</span> |
---|
| 585 | |
---|
| 586 | <span class="k">return</span> |
---|
| 587 | |
---|
| 588 | |
---|
| 589 | <span class="k">def</span> <span class="nf">_create_params_fluxes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span> |
---|
| 590 | <span class="sd">'''Define the parameter setting for flux data.</span> |
---|
[274f9ef] | 591 | |
---|
[2625ca8] | 592 | <span class="sd"> Flux data are accumulated fields in time and are stored on the</span> |
---|
| 593 | <span class="sd"> surface level. The leading short cut name for the grib files is:</span> |
---|
| 594 | <span class="sd"> "OG_acc_SL" with OG for Regular Output Grid, SL for Surface Level, and</span> |
---|
| 595 | <span class="sd"> acc for Accumulated Grid.</span> |
---|
| 596 | <span class="sd"> The params dictionary stores a list of parameter names, the level type,</span> |
---|
| 597 | <span class="sd"> the level list and the grid resolution.</span> |
---|
| 598 | |
---|
| 599 | <span class="sd"> The flux data are: LSP/CP/SSHF/EWSS/NSSS/SSR</span> |
---|
| 600 | |
---|
| 601 | <span class="sd"> Parameters:</span> |
---|
| 602 | <span class="sd"> -----------</span> |
---|
| 603 | |
---|
| 604 | <span class="sd"> Return</span> |
---|
| 605 | <span class="sd"> ------</span> |
---|
| 606 | |
---|
| 607 | <span class="sd"> '''</span> |
---|
[f66f990] | 608 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG_acc_SL'</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"LSP/CP/SSHF/EWSS/NSSS/SSR"</span><span class="p">,</span> |
---|
[2625ca8] | 609 | <span class="s1">'SFC'</span><span class="p">,</span> <span class="s1">'1'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="p">]</span> |
---|
[274f9ef] | 610 | <span class="k">return</span> |
---|
| 611 | |
---|
| 612 | |
---|
| 613 | <span class="k">def</span> <span class="nf">_mk_targetname</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ftype</span><span class="p">,</span> <span class="n">param</span><span class="p">,</span> <span class="n">date</span><span class="p">):</span> |
---|
| 614 | <span class="sd">'''Creates the filename for the requested grib data to be stored in.</span> |
---|
| 615 | <span class="sd"> This name is passed as the "target" parameter in the request.</span> |
---|
| 616 | |
---|
| 617 | <span class="sd"> Parameters</span> |
---|
| 618 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 619 | <span class="sd"> ftype : str</span> |
---|
[274f9ef] | 620 | <span class="sd"> Shortcut name of the type of the field. E.g. AN, FC, PF, ...</span> |
---|
| 621 | |
---|
[2625ca8] | 622 | <span class="sd"> param : str</span> |
---|
[274f9ef] | 623 | <span class="sd"> Shortcut of the grid type. E.g. SH__ML, SH__SL, GG__ML,</span> |
---|
| 624 | <span class="sd"> GG__SL, OG__ML, OG__SL, OG_OROLSM_SL, OG_acc_SL</span> |
---|
| 625 | |
---|
[2625ca8] | 626 | <span class="sd"> date : str</span> |
---|
[274f9ef] | 627 | <span class="sd"> The date period of the grib data to be stored in this file.</span> |
---|
| 628 | |
---|
| 629 | <span class="sd"> Return</span> |
---|
| 630 | <span class="sd"> ------</span> |
---|
[2625ca8] | 631 | <span class="sd"> targetname : str</span> |
---|
[274f9ef] | 632 | <span class="sd"> The target filename for the grib data.</span> |
---|
| 633 | <span class="sd"> '''</span> |
---|
| 634 | <span class="n">targetname</span> <span class="o">=</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span> <span class="o">+</span> <span class="s1">'/'</span> <span class="o">+</span> <span class="n">ftype</span> <span class="o">+</span> <span class="n">param</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> <span class="n">date</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> |
---|
| 635 | <span class="nb">str</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">getppid</span><span class="p">())</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">getpid</span><span class="p">())</span> <span class="o">+</span> <span class="s1">'.grb'</span><span class="p">)</span> |
---|
| 636 | |
---|
| 637 | <span class="k">return</span> <span class="n">targetname</span> |
---|
| 638 | |
---|
| 639 | |
---|
| 640 | <span class="k">def</span> <span class="nf">_start_retrievement</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">par_dict</span><span class="p">):</span> |
---|
| 641 | <span class="sd">'''Creates the Mars Retrieval and prints or submits the request</span> |
---|
| 642 | <span class="sd"> depending on the status of the request variable.</span> |
---|
| 643 | |
---|
| 644 | <span class="sd"> Parameters</span> |
---|
| 645 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 646 | <span class="sd"> request : int</span> |
---|
[274f9ef] | 647 | <span class="sd"> Selects the mode of retrieval.</span> |
---|
| 648 | <span class="sd"> 0: Retrieves the data from ECMWF.</span> |
---|
| 649 | <span class="sd"> 1: Prints the mars requests to an output file.</span> |
---|
| 650 | <span class="sd"> 2: Retrieves the data and prints the mars request.</span> |
---|
| 651 | |
---|
[2625ca8] | 652 | <span class="sd"> par_dict : dictionary</span> |
---|
[274f9ef] | 653 | <span class="sd"> Contains all parameter which have to be set for creating the</span> |
---|
| 654 | <span class="sd"> Mars Retrievals. The parameter are:</span> |
---|
| 655 | <span class="sd"> marsclass, dataset, stream, type, levtype, levelist, resol,</span> |
---|
| 656 | <span class="sd"> gaussian, accuracy, grid, target, area, date, time, number,</span> |
---|
| 657 | <span class="sd"> step, expver, param</span> |
---|
| 658 | |
---|
| 659 | <span class="sd"> Return</span> |
---|
| 660 | <span class="sd"> ------</span> |
---|
| 661 | |
---|
| 662 | <span class="sd"> '''</span> |
---|
| 663 | <span class="c1"># increase number of mars requests</span> |
---|
| 664 | <span class="bp">self</span><span class="o">.</span><span class="n">mreq_count</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 665 | |
---|
| 666 | <span class="n">MR</span> <span class="o">=</span> <span class="n">MarsRetrieval</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">server</span><span class="p">,</span> |
---|
| 667 | <span class="bp">self</span><span class="o">.</span><span class="n">public</span><span class="p">,</span> |
---|
| 668 | <span class="n">marsclass</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'marsclass'</span><span class="p">],</span> |
---|
| 669 | <span class="n">dataset</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'dataset'</span><span class="p">],</span> |
---|
| 670 | <span class="n">stream</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'stream'</span><span class="p">],</span> |
---|
| 671 | <span class="nb">type</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'type'</span><span class="p">],</span> |
---|
| 672 | <span class="n">levtype</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'levtype'</span><span class="p">],</span> |
---|
| 673 | <span class="n">levelist</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'levelist'</span><span class="p">],</span> |
---|
| 674 | <span class="n">resol</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'resol'</span><span class="p">],</span> |
---|
| 675 | <span class="n">gaussian</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'gaussian'</span><span class="p">],</span> |
---|
| 676 | <span class="n">accuracy</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'accuracy'</span><span class="p">],</span> |
---|
| 677 | <span class="n">grid</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'grid'</span><span class="p">],</span> |
---|
| 678 | <span class="n">target</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">],</span> |
---|
| 679 | <span class="n">area</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'area'</span><span class="p">],</span> |
---|
| 680 | <span class="n">date</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">],</span> |
---|
| 681 | <span class="n">time</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">],</span> |
---|
| 682 | <span class="n">number</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'number'</span><span class="p">],</span> |
---|
| 683 | <span class="n">step</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">],</span> |
---|
| 684 | <span class="n">expver</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'expver'</span><span class="p">],</span> |
---|
| 685 | <span class="n">param</span><span class="o">=</span><span class="n">par_dict</span><span class="p">[</span><span class="s1">'param'</span><span class="p">])</span> |
---|
| 686 | |
---|
| 687 | <span class="k">if</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
---|
| 688 | <span class="n">MR</span><span class="o">.</span><span class="n">display_info</span><span class="p">()</span> |
---|
| 689 | <span class="n">MR</span><span class="o">.</span><span class="n">data_retrieve</span><span class="p">()</span> |
---|
| 690 | <span class="k">elif</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> |
---|
| 691 | <span class="n">MR</span><span class="o">.</span><span class="n">print_infodata_csv</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">mreq_count</span><span class="p">)</span> |
---|
| 692 | <span class="k">elif</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span> |
---|
| 693 | <span class="n">MR</span><span class="o">.</span><span class="n">print_infodata_csv</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">mreq_count</span><span class="p">)</span> |
---|
| 694 | <span class="n">MR</span><span class="o">.</span><span class="n">display_info</span><span class="p">()</span> |
---|
| 695 | <span class="n">MR</span><span class="o">.</span><span class="n">data_retrieve</span><span class="p">()</span> |
---|
| 696 | <span class="k">else</span><span class="p">:</span> |
---|
| 697 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Failure'</span><span class="p">)</span> |
---|
| 698 | |
---|
| 699 | <span class="k">return</span> |
---|
| 700 | |
---|
| 701 | |
---|
| 702 | <span class="k">def</span> <span class="nf">_mk_index_values</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputdir</span><span class="p">,</span> <span class="n">inputfiles</span><span class="p">,</span> <span class="n">keys</span><span class="p">):</span> |
---|
| 703 | <span class="sd">'''Creates an index file for a set of grib parameter keys.</span> |
---|
| 704 | <span class="sd"> The values from the index keys are returned in a list.</span> |
---|
| 705 | |
---|
| 706 | <span class="sd"> Parameters</span> |
---|
| 707 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 708 | <span class="sd"> keys : dictionary</span> |
---|
[274f9ef] | 709 | <span class="sd"> List of parameter names which serves as index.</span> |
---|
| 710 | |
---|
[2625ca8] | 711 | <span class="sd"> inputfiles : UioFiles</span> |
---|
[274f9ef] | 712 | <span class="sd"> Contains a list of files.</span> |
---|
| 713 | |
---|
| 714 | <span class="sd"> Return</span> |
---|
| 715 | <span class="sd"> ------</span> |
---|
[2625ca8] | 716 | <span class="sd"> iid : codes_index</span> |
---|
[274f9ef] | 717 | <span class="sd"> This is a grib specific index structure to access</span> |
---|
| 718 | <span class="sd"> messages in a file.</span> |
---|
| 719 | |
---|
[2625ca8] | 720 | <span class="sd"> index_vals : list of list of str</span> |
---|
[274f9ef] | 721 | <span class="sd"> Contains the values from the keys used for a distinct selection</span> |
---|
| 722 | <span class="sd"> of grib messages in processing the grib files.</span> |
---|
| 723 | <span class="sd"> Content looks like e.g.:</span> |
---|
| 724 | <span class="sd"> index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
| 725 | <span class="sd"> index_vals[1]: ('0', '1200', '1800', '600') ; time</span> |
---|
| 726 | <span class="sd"> index_vals[2]: ('0', '12', '3', '6', '9') ; stepRange</span> |
---|
| 727 | <span class="sd"> '''</span> |
---|
| 728 | <span class="n">iid</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 729 | <span class="n">index_keys</span> <span class="o">=</span> <span class="n">keys</span> |
---|
| 730 | |
---|
| 731 | <span class="n">indexfile</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">_config</span><span class="o">.</span><span class="n">FILE_GRIB_INDEX</span><span class="p">)</span> |
---|
| 732 | <span class="n">silent_remove</span><span class="p">(</span><span class="n">indexfile</span><span class="p">)</span> |
---|
[2625ca8] | 733 | <span class="n">grib</span> <span class="o">=</span> <span class="n">GribUtil</span><span class="p">(</span><span class="n">inputfiles</span><span class="o">.</span><span class="n">files</span><span class="p">)</span> |
---|
[274f9ef] | 734 | <span class="c1"># creates new index file</span> |
---|
| 735 | <span class="n">iid</span> <span class="o">=</span> <span class="n">grib</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">index_keys</span><span class="o">=</span><span class="n">index_keys</span><span class="p">,</span> <span class="n">index_file</span><span class="o">=</span><span class="n">indexfile</span><span class="p">)</span> |
---|
| 736 | |
---|
| 737 | <span class="c1"># read the values of index keys</span> |
---|
| 738 | <span class="n">index_vals</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 739 | <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">index_keys</span><span class="p">:</span> |
---|
[2625ca8] | 740 | <span class="n">key_vals</span> <span class="o">=</span> <span class="n">codes_index_get</span><span class="p">(</span><span class="n">iid</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> |
---|
| 741 | <span class="c1"># have to sort the key values for correct disaggregation,</span> |
---|
[274f9ef] | 742 | <span class="c1"># therefore convert to int first</span> |
---|
[2625ca8] | 743 | <span class="n">key_vals</span> <span class="o">=</span> <span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">k</span><span class="p">)</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">key_vals</span><span class="p">]</span> |
---|
| 744 | <span class="n">key_vals</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span> |
---|
| 745 | <span class="n">key_vals</span> <span class="o">=</span> <span class="p">[</span><span class="nb">str</span><span class="p">(</span><span class="n">k</span><span class="p">)</span> <span class="k">for</span> <span class="n">k</span> <span class="ow">in</span> <span class="n">key_vals</span><span class="p">]</span> |
---|
[274f9ef] | 746 | <span class="n">index_vals</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">key_vals</span><span class="p">)</span> |
---|
| 747 | <span class="c1"># index_vals looks for example like:</span> |
---|
| 748 | <span class="c1"># index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
| 749 | <span class="c1"># index_vals[1]: ('0', '1200') ; time</span> |
---|
| 750 | <span class="c1"># index_vals[2]: (3', '6', '9', '12') ; stepRange</span> |
---|
| 751 | |
---|
| 752 | <span class="k">return</span> <span class="n">iid</span><span class="p">,</span> <span class="n">index_vals</span> |
---|
| 753 | |
---|
| 754 | |
---|
| 755 | <div class="viewcode-block" id="EcFlexpart.retrieve"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.retrieve">[docs]</a> <span class="k">def</span> <span class="nf">retrieve</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">server</span><span class="p">,</span> <span class="n">dates</span><span class="p">,</span> <span class="n">public</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">inputdir</span><span class="o">=</span><span class="s1">'.'</span><span class="p">):</span> |
---|
| 756 | <span class="sd">'''Finalizing the retrieval information by setting final details</span> |
---|
| 757 | <span class="sd"> depending on grid type.</span> |
---|
| 758 | <span class="sd"> Prepares MARS retrievals per grid type and submits them.</span> |
---|
| 759 | |
---|
| 760 | <span class="sd"> Parameters</span> |
---|
| 761 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 762 | <span class="sd"> server : ECMWFService or ECMWFDataServer</span> |
---|
[274f9ef] | 763 | <span class="sd"> The connection to the ECMWF server. This is different</span> |
---|
| 764 | <span class="sd"> for member state users which have full access and non</span> |
---|
| 765 | <span class="sd"> member state users which have only access to the public</span> |
---|
| 766 | <span class="sd"> data sets. The decision is made from command line argument</span> |
---|
| 767 | <span class="sd"> "public"; for public access its True (ECMWFDataServer)</span> |
---|
| 768 | <span class="sd"> for member state users its False (ECMWFService)</span> |
---|
| 769 | |
---|
[2625ca8] | 770 | <span class="sd"> dates : str</span> |
---|
[274f9ef] | 771 | <span class="sd"> Contains start and end date of the retrieval in the format</span> |
---|
| 772 | <span class="sd"> "YYYYMMDD/to/YYYYMMDD"</span> |
---|
| 773 | |
---|
[2625ca8] | 774 | <span class="sd"> request : int</span> |
---|
[274f9ef] | 775 | <span class="sd"> Selects the mode of retrieval.</span> |
---|
| 776 | <span class="sd"> 0: Retrieves the data from ECMWF.</span> |
---|
| 777 | <span class="sd"> 1: Prints the mars requests to an output file.</span> |
---|
| 778 | <span class="sd"> 2: Retrieves the data and prints the mars request.</span> |
---|
| 779 | |
---|
[2625ca8] | 780 | <span class="sd"> inputdir : str, optional</span> |
---|
[274f9ef] | 781 | <span class="sd"> Path to the directory where the retrieved data is about</span> |
---|
| 782 | <span class="sd"> to be stored. The default is the current directory ('.').</span> |
---|
| 783 | |
---|
| 784 | <span class="sd"> Return</span> |
---|
| 785 | <span class="sd"> ------</span> |
---|
| 786 | |
---|
| 787 | <span class="sd"> '''</span> |
---|
| 788 | <span class="bp">self</span><span class="o">.</span><span class="n">dates</span> <span class="o">=</span> <span class="n">dates</span> |
---|
| 789 | <span class="bp">self</span><span class="o">.</span><span class="n">server</span> <span class="o">=</span> <span class="n">server</span> |
---|
| 790 | <span class="bp">self</span><span class="o">.</span><span class="n">public</span> <span class="o">=</span> <span class="n">public</span> |
---|
| 791 | <span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span> <span class="o">=</span> <span class="n">inputdir</span> |
---|
| 792 | <span class="n">oro</span> <span class="o">=</span> <span class="kc">False</span> |
---|
| 793 | |
---|
| 794 | <span class="c1"># define times with datetime module</span> |
---|
| 795 | <span class="n">t12h</span> <span class="o">=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">12</span><span class="p">)</span> |
---|
| 796 | <span class="n">t24h</span> <span class="o">=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">24</span><span class="p">)</span> |
---|
| 797 | |
---|
| 798 | <span class="c1"># dictionary which contains all parameter for the mars request,</span> |
---|
| 799 | <span class="c1"># entries with a "None" will change in different requests and will</span> |
---|
| 800 | <span class="c1"># therefore be set in each request seperately</span> |
---|
| 801 | <span class="n">retr_param_dict</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'marsclass'</span><span class="p">:</span><span class="bp">self</span><span class="o">.</span><span class="n">marsclass</span><span class="p">,</span> |
---|
| 802 | <span class="s1">'dataset'</span><span class="p">:</span><span class="bp">self</span><span class="o">.</span><span class="n">dataset</span><span class="p">,</span> |
---|
| 803 | <span class="s1">'stream'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 804 | <span class="s1">'type'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 805 | <span class="s1">'levtype'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 806 | <span class="s1">'levelist'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 807 | <span class="s1">'resol'</span><span class="p">:</span><span class="bp">self</span><span class="o">.</span><span class="n">resol</span><span class="p">,</span> |
---|
| 808 | <span class="s1">'gaussian'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 809 | <span class="s1">'accuracy'</span><span class="p">:</span><span class="bp">self</span><span class="o">.</span><span class="n">accuracy</span><span class="p">,</span> |
---|
| 810 | <span class="s1">'grid'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 811 | <span class="s1">'target'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 812 | <span class="s1">'area'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 813 | <span class="s1">'date'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 814 | <span class="s1">'time'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 815 | <span class="s1">'number'</span><span class="p">:</span><span class="bp">self</span><span class="o">.</span><span class="n">number</span><span class="p">,</span> |
---|
| 816 | <span class="s1">'step'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 817 | <span class="s1">'expver'</span><span class="p">:</span><span class="bp">self</span><span class="o">.</span><span class="n">expver</span><span class="p">,</span> |
---|
| 818 | <span class="s1">'param'</span><span class="p">:</span><span class="kc">None</span><span class="p">}</span> |
---|
| 819 | |
---|
| 820 | <span class="k">for</span> <span class="n">ftype</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">:</span> |
---|
[f66f990] | 821 | <span class="c1"># ftype contains field types such as</span> |
---|
[274f9ef] | 822 | <span class="c1"># [AN, FC, PF, CV]</span> |
---|
| 823 | <span class="k">for</span> <span class="n">pk</span><span class="p">,</span> <span class="n">pv</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="o">.</span><span class="n">iteritems</span><span class="p">():</span> |
---|
| 824 | <span class="c1"># pk contains one of these keys of params</span> |
---|
| 825 | <span class="c1"># [SH__ML, SH__SL, GG__ML, GG__SL, OG__ML, OG__SL,</span> |
---|
| 826 | <span class="c1"># OG_OROLSM_SL, OG_acc_SL]</span> |
---|
| 827 | <span class="c1"># pv contains all of the items of the belonging key</span> |
---|
| 828 | <span class="c1"># [param, levtype, levelist, grid]</span> |
---|
| 829 | <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">pv</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span> |
---|
| 830 | <span class="k">continue</span> |
---|
| 831 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'type'</span><span class="p">]</span> <span class="o">=</span> <span class="n">ftype</span> |
---|
| 832 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ftype</span><span class="p">][</span><span class="s1">'times'</span><span class="p">]</span> |
---|
| 833 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">types</span><span class="p">[</span><span class="n">ftype</span><span class="p">][</span><span class="s1">'steps'</span><span class="p">]</span> |
---|
| 834 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dates</span> |
---|
| 835 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'stream'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">stream</span> |
---|
| 836 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 837 | <span class="bp">self</span><span class="o">.</span><span class="n">_mk_targetname</span><span class="p">(</span><span class="n">ftype</span><span class="p">,</span> |
---|
| 838 | <span class="n">pk</span><span class="p">,</span> |
---|
| 839 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span> |
---|
[f66f990] | 840 | <span class="n">table128</span> <span class="o">=</span> <span class="n">init128</span><span class="p">(</span><span class="n">_config</span><span class="o">.</span><span class="n">PATH_GRIBTABLE</span><span class="p">)</span> |
---|
| 841 | <span class="n">ids</span> <span class="o">=</span> <span class="n">to_param_id_with_tablenumber</span><span class="p">(</span><span class="n">pv</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">table128</span><span class="p">)</span> |
---|
| 842 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'param'</span><span class="p">]</span> <span class="o">=</span> <span class="n">ids</span> |
---|
[274f9ef] | 843 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'levtype'</span><span class="p">]</span> <span class="o">=</span> <span class="n">pv</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> |
---|
| 844 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'levelist'</span><span class="p">]</span> <span class="o">=</span> <span class="n">pv</span><span class="p">[</span><span class="mi">2</span><span class="p">]</span> |
---|
| 845 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'grid'</span><span class="p">]</span> <span class="o">=</span> <span class="n">pv</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span> |
---|
| 846 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'area'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">area</span> |
---|
| 847 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'gaussian'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">gaussian</span> |
---|
| 848 | |
---|
| 849 | <span class="k">if</span> <span class="n">pk</span> <span class="o">==</span> <span class="s1">'OG_OROLSM__SL'</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">oro</span><span class="p">:</span> |
---|
| 850 | <span class="n">oro</span> <span class="o">=</span> <span class="kc">True</span> |
---|
| 851 | <span class="c1"># in CERA20C (class EP) there is no stream "OPER"!</span> |
---|
| 852 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">marsclass</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">!=</span> <span class="s1">'EP'</span><span class="p">:</span> |
---|
| 853 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'stream'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'OPER'</span> |
---|
| 854 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'type'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'AN'</span> |
---|
| 855 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'00'</span> |
---|
| 856 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'000'</span> |
---|
| 857 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dates</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> |
---|
| 858 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_mk_targetname</span><span class="p">(</span><span class="s1">''</span><span class="p">,</span> |
---|
| 859 | <span class="n">pk</span><span class="p">,</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">])</span> |
---|
| 860 | <span class="k">elif</span> <span class="n">pk</span> <span class="o">==</span> <span class="s1">'OG_OROLSM__SL'</span> <span class="ow">and</span> <span class="n">oro</span><span class="p">:</span> |
---|
| 861 | <span class="k">continue</span> |
---|
| 862 | <span class="k">if</span> <span class="n">pk</span> <span class="o">==</span> <span class="s1">'GG__SL'</span> <span class="ow">and</span> <span class="n">pv</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="s1">'Q'</span><span class="p">:</span> |
---|
| 863 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'area'</span><span class="p">]</span> <span class="o">=</span> <span class="s2">""</span> |
---|
| 864 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'gaussian'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'reduced'</span> |
---|
[f66f990] | 865 | <span class="k">if</span> <span class="n">ftype</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">==</span> <span class="s1">'FC'</span> <span class="ow">and</span> \ |
---|
| 866 | <span class="s1">'acc'</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]:</span> |
---|
| 867 | <span class="k">if</span> <span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span> <span class="o">+</span> |
---|
| 868 | <span class="nb">int</span><span class="p">(</span><span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">][</span><span class="mi">0</span><span class="p">]))</span> <span class="o">></span> <span class="mi">23</span><span class="p">:</span> |
---|
| 869 | <span class="n">dates</span> <span class="o">=</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)</span> |
---|
| 870 | <span class="n">sdate</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">dates</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 871 | <span class="n">sdate</span> <span class="o">=</span> <span class="n">sdate</span> <span class="o">-</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> |
---|
| 872 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'/'</span><span class="o">.</span><span class="n">join</span><span class="p">(</span> |
---|
| 873 | <span class="p">[</span><span class="n">sdate</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">"%Y%m</span><span class="si">%d</span><span class="s2">"</span><span class="p">)]</span> <span class="o">+</span> |
---|
| 874 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">][</span><span class="mi">1</span><span class="p">:])</span> |
---|
| 875 | |
---|
| 876 | <span class="nb">print</span><span class="p">(</span><span class="s1">'CHANGED FC start date to '</span> <span class="o">+</span> |
---|
| 877 | <span class="n">sdate</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">"%Y%m</span><span class="si">%d</span><span class="s2">"</span><span class="p">)</span> <span class="o">+</span> |
---|
| 878 | <span class="s1">' to accomodate TIME='</span> <span class="o">+</span> |
---|
| 879 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> |
---|
| 880 | <span class="s1">', STEP='</span> <span class="o">+</span> |
---|
| 881 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span> |
---|
[274f9ef] | 882 | |
---|
| 883 | <span class="c1"># ------ on demand path --------------------------------------------------</span> |
---|
[f66f990] | 884 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
---|
[274f9ef] | 885 | <span class="c1"># ******* start retrievement</span> |
---|
| 886 | <span class="bp">self</span><span class="o">.</span><span class="n">_start_retrievement</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">retr_param_dict</span><span class="p">)</span> |
---|
| 887 | <span class="c1"># ------ operational path ------------------------------------------------</span> |
---|
| 888 | <span class="k">else</span><span class="p">:</span> |
---|
| 889 | <span class="c1"># check if mars job requests fields beyond basetime.</span> |
---|
| 890 | <span class="c1"># if yes eliminate those fields since they may not</span> |
---|
| 891 | <span class="c1"># be accessible with user's credentials</span> |
---|
| 892 | |
---|
| 893 | <span class="n">enddate</span> <span class="o">=</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> |
---|
[f66f990] | 894 | <span class="n">elimit</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">enddate</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">basetime</span><span class="p">),</span> |
---|
[274f9ef] | 895 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 896 | |
---|
[f66f990] | 897 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span> <span class="o">==</span> <span class="mi">12</span><span class="p">:</span> |
---|
[274f9ef] | 898 | <span class="c1"># -------------- flux data ----------------------------</span> |
---|
| 899 | <span class="k">if</span> <span class="s1">'acc'</span> <span class="ow">in</span> <span class="n">pk</span><span class="p">:</span> |
---|
| 900 | <span class="n">startdate</span> <span class="o">=</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> |
---|
| 901 | <span class="n">enddate</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">elimit</span> <span class="o">-</span> <span class="n">t24h</span><span class="p">,</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)</span> |
---|
| 902 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'/'</span><span class="o">.</span><span class="n">join</span><span class="p">([</span><span class="n">startdate</span><span class="p">,</span> |
---|
| 903 | <span class="s1">'to'</span><span class="p">,</span> |
---|
| 904 | <span class="n">enddate</span><span class="p">])</span> |
---|
| 905 | |
---|
| 906 | <span class="c1"># ******* start retrievement</span> |
---|
| 907 | <span class="bp">self</span><span class="o">.</span><span class="n">_start_retrievement</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">retr_param_dict</span><span class="p">)</span> |
---|
| 908 | |
---|
| 909 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 910 | <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">elimit</span> <span class="o">-</span> <span class="n">t12h</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)</span> |
---|
| 911 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'00'</span> |
---|
| 912 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 913 | <span class="bp">self</span><span class="o">.</span><span class="n">_mk_targetname</span><span class="p">(</span><span class="n">ftype</span><span class="p">,</span> <span class="n">pk</span><span class="p">,</span> |
---|
| 914 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">])</span> |
---|
| 915 | |
---|
| 916 | <span class="c1"># ******* start retrievement</span> |
---|
| 917 | <span class="bp">self</span><span class="o">.</span><span class="n">_start_retrievement</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">retr_param_dict</span><span class="p">)</span> |
---|
| 918 | |
---|
| 919 | <span class="c1"># -------------- non flux data ------------------------</span> |
---|
| 920 | <span class="k">else</span><span class="p">:</span> |
---|
| 921 | <span class="c1"># ******* start retrievement</span> |
---|
| 922 | <span class="bp">self</span><span class="o">.</span><span class="n">_start_retrievement</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">retr_param_dict</span><span class="p">)</span> |
---|
| 923 | |
---|
[f66f990] | 924 | <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
---|
[274f9ef] | 925 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 926 | <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">elimit</span> <span class="o">-</span> <span class="n">t24h</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)</span> |
---|
| 927 | |
---|
| 928 | <span class="n">timesave</span> <span class="o">=</span> <span class="s1">''</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">])</span> |
---|
| 929 | |
---|
[f66f990] | 930 | <span class="k">if</span> <span class="p">(</span><span class="s1">'/'</span> <span class="ow">in</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="ow">and</span> |
---|
| 931 | <span class="n">pk</span> <span class="o">!=</span> <span class="s1">'OG_OROLSM__SL'</span> <span class="ow">and</span> |
---|
| 932 | <span class="s1">'acc'</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">pk</span> <span class="p">)</span> <span class="p">:</span> |
---|
[274f9ef] | 933 | <span class="n">times</span> <span class="o">=</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)</span> |
---|
| 934 | <span class="n">steps</span> <span class="o">=</span> <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)</span> |
---|
| 935 | |
---|
[f66f990] | 936 | <span class="k">while</span> <span class="nb">int</span><span class="p">(</span><span class="n">times</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">+</span> <span class="nb">int</span><span class="p">(</span><span class="n">steps</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o"><=</span> <span class="mi">12</span><span class="p">:</span> |
---|
| 937 | <span class="n">times</span> <span class="o">=</span> <span class="n">times</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span> |
---|
| 938 | <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">times</span><span class="p">)</span> <span class="o">></span> <span class="mi">1</span><span class="p">:</span> |
---|
| 939 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'/'</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">times</span><span class="p">)</span> |
---|
| 940 | <span class="k">else</span><span class="p">:</span> |
---|
| 941 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="o">=</span> <span class="n">times</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> |
---|
[274f9ef] | 942 | |
---|
| 943 | <span class="k">if</span> <span class="p">(</span><span class="n">pk</span> <span class="o">!=</span> <span class="s1">'OG_OROLSM__SL'</span> <span class="ow">and</span> |
---|
| 944 | <span class="nb">int</span><span class="p">(</span><span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> |
---|
| 945 | <span class="nb">int</span><span class="p">(</span><span class="n">timesave</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span> <span class="o">==</span> <span class="mi">0</span><span class="p">):</span> |
---|
| 946 | |
---|
| 947 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 948 | <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">elimit</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)</span> |
---|
| 949 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'time'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'00'</span> |
---|
| 950 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'step'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'000'</span> |
---|
| 951 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 952 | <span class="bp">self</span><span class="o">.</span><span class="n">_mk_targetname</span><span class="p">(</span><span class="n">ftype</span><span class="p">,</span> <span class="n">pk</span><span class="p">,</span> |
---|
| 953 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">])</span> |
---|
| 954 | |
---|
[f66f990] | 955 | <span class="c1"># ******* start retrievement</span> |
---|
| 956 | <span class="bp">self</span><span class="o">.</span><span class="n">_start_retrievement</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">retr_param_dict</span><span class="p">)</span> |
---|
| 957 | <span class="k">else</span><span class="p">:</span> |
---|
| 958 | <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">'ERROR: Basetime has an invalid value '</span> |
---|
| 959 | <span class="s1">'-> </span><span class="si">{}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="nb">str</span><span class="p">(</span><span class="n">basetime</span><span class="p">)))</span> |
---|
[274f9ef] | 960 | |
---|
| 961 | <span class="k">if</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span> |
---|
| 962 | <span class="nb">print</span><span class="p">(</span><span class="s1">'MARS retrieve done ... '</span><span class="p">)</span> |
---|
| 963 | <span class="k">elif</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> |
---|
| 964 | <span class="nb">print</span><span class="p">(</span><span class="s1">'MARS request printed ...'</span><span class="p">)</span> |
---|
| 965 | |
---|
| 966 | <span class="k">return</span></div> |
---|
| 967 | |
---|
| 968 | |
---|
| 969 | <div class="viewcode-block" id="EcFlexpart.write_namelist"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.write_namelist">[docs]</a> <span class="k">def</span> <span class="nf">write_namelist</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span> |
---|
| 970 | <span class="sd">'''Creates a namelist file in the temporary directory and writes</span> |
---|
| 971 | <span class="sd"> the following values to it: maxl, maxb, mlevel,</span> |
---|
| 972 | <span class="sd"> mlevelist, mnauf, metapar, rlo0, rlo1, rla0, rla1,</span> |
---|
| 973 | <span class="sd"> momega, momegadiff, mgauss, msmooth, meta, metadiff, mdpdeta</span> |
---|
| 974 | |
---|
| 975 | <span class="sd"> Parameters</span> |
---|
| 976 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 977 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 978 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 979 | <span class="sd"> command line.</span> |
---|
| 980 | |
---|
[2625ca8] | 981 | <span class="sd"> filename : str</span> |
---|
[274f9ef] | 982 | <span class="sd"> Name of the namelist file.</span> |
---|
| 983 | |
---|
| 984 | <span class="sd"> Return</span> |
---|
| 985 | <span class="sd"> ------</span> |
---|
| 986 | |
---|
| 987 | <span class="sd"> '''</span> |
---|
| 988 | |
---|
| 989 | <span class="kn">from</span> <span class="nn">genshi.template.text</span> <span class="k">import</span> <span class="n">NewTextTemplate</span> |
---|
| 990 | <span class="kn">from</span> <span class="nn">genshi.template</span> <span class="k">import</span> <span class="n">TemplateLoader</span> |
---|
[2625ca8] | 991 | <span class="kn">from</span> <span class="nn">genshi.template.eval</span> <span class="k">import</span> <span class="n">UndefinedError</span> |
---|
| 992 | |
---|
| 993 | <span class="k">try</span><span class="p">:</span> |
---|
| 994 | <span class="n">loader</span> <span class="o">=</span> <span class="n">TemplateLoader</span><span class="p">(</span><span class="n">_config</span><span class="o">.</span><span class="n">PATH_TEMPLATES</span><span class="p">,</span> <span class="n">auto_reload</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span> |
---|
| 995 | <span class="n">namelist_template</span> <span class="o">=</span> <span class="n">loader</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">_config</span><span class="o">.</span><span class="n">TEMPFILE_NAMELIST</span><span class="p">,</span> |
---|
| 996 | <span class="bp">cls</span><span class="o">=</span><span class="n">NewTextTemplate</span><span class="p">)</span> |
---|
| 997 | |
---|
| 998 | <span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">inputdir</span> |
---|
| 999 | <span class="n">area</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">area</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">))</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span> |
---|
| 1000 | <span class="n">grid</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">asarray</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">grid</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">))</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span> |
---|
| 1001 | |
---|
| 1002 | <span class="k">if</span> <span class="n">area</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">></span> <span class="n">area</span><span class="p">[</span><span class="mi">3</span><span class="p">]:</span> |
---|
| 1003 | <span class="n">area</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-=</span> <span class="mi">360</span> |
---|
| 1004 | <span class="n">maxl</span> <span class="o">=</span> <span class="nb">int</span><span class="p">((</span><span class="n">area</span><span class="p">[</span><span class="mi">3</span><span class="p">]</span> <span class="o">-</span> <span class="n">area</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">grid</span><span class="p">[</span><span class="mi">1</span><span class="p">])</span> <span class="o">+</span> <span class="mi">1</span> |
---|
| 1005 | <span class="n">maxb</span> <span class="o">=</span> <span class="nb">int</span><span class="p">((</span><span class="n">area</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="n">area</span><span class="p">[</span><span class="mi">2</span><span class="p">])</span> <span class="o">/</span> <span class="n">grid</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span> <span class="o">+</span> <span class="mi">1</span> |
---|
| 1006 | |
---|
| 1007 | <span class="n">stream</span> <span class="o">=</span> <span class="n">namelist_template</span><span class="o">.</span><span class="n">generate</span><span class="p">(</span> |
---|
| 1008 | <span class="n">maxl</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">maxl</span><span class="p">),</span> |
---|
| 1009 | <span class="n">maxb</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">maxb</span><span class="p">),</span> |
---|
| 1010 | <span class="n">mlevel</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">level</span><span class="p">),</span> |
---|
| 1011 | <span class="n">mlevelist</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">levelist</span><span class="p">),</span> |
---|
| 1012 | <span class="n">mnauf</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">resol</span><span class="p">),</span> |
---|
| 1013 | <span class="n">metapar</span> <span class="o">=</span> <span class="s1">'77'</span><span class="p">,</span> |
---|
| 1014 | <span class="n">rlo0</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">area</span><span class="p">[</span><span class="mi">1</span><span class="p">]),</span> |
---|
| 1015 | <span class="n">rlo1</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">area</span><span class="p">[</span><span class="mi">3</span><span class="p">]),</span> |
---|
| 1016 | <span class="n">rla0</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">area</span><span class="p">[</span><span class="mi">2</span><span class="p">]),</span> |
---|
| 1017 | <span class="n">rla1</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">area</span><span class="p">[</span><span class="mi">0</span><span class="p">]),</span> |
---|
| 1018 | <span class="n">momega</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">omega</span><span class="p">),</span> |
---|
| 1019 | <span class="n">momegadiff</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">omegadiff</span><span class="p">),</span> |
---|
| 1020 | <span class="n">mgauss</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">gauss</span><span class="p">),</span> |
---|
| 1021 | <span class="n">msmooth</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">smooth</span><span class="p">),</span> |
---|
| 1022 | <span class="n">meta</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">eta</span><span class="p">),</span> |
---|
| 1023 | <span class="n">metadiff</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">etadiff</span><span class="p">),</span> |
---|
| 1024 | <span class="n">mdpdeta</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dpdeta</span><span class="p">)</span> |
---|
| 1025 | <span class="p">)</span> |
---|
| 1026 | <span class="k">except</span> <span class="n">UndefinedError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
---|
| 1027 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... ERROR '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="p">))</span> |
---|
| 1028 | |
---|
| 1029 | <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">... error occured while trying to generate namelist '</span> <span class="o">+</span> |
---|
| 1030 | <span class="n">_config</span><span class="o">.</span><span class="n">TEMPFILE_NAMELIST</span><span class="p">)</span> |
---|
| 1031 | <span class="k">except</span> <span class="ne">OSError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
---|
| 1032 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... ERROR CODE: '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">errno</span><span class="p">))</span> |
---|
| 1033 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... ERROR MESSAGE:</span><span class="se">\n</span><span class="s1"> </span><span class="se">\t</span><span class="s1"> '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">strerror</span><span class="p">))</span> |
---|
| 1034 | |
---|
| 1035 | <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">... error occured while trying to generate template '</span> <span class="o">+</span> |
---|
| 1036 | <span class="n">_config</span><span class="o">.</span><span class="n">TEMPFILE_NAMELIST</span><span class="p">)</span> |
---|
| 1037 | |
---|
| 1038 | <span class="k">try</span><span class="p">:</span> |
---|
| 1039 | <span class="n">namelistfile</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">_config</span><span class="o">.</span><span class="n">FILE_NAMELIST</span><span class="p">)</span> |
---|
| 1040 | |
---|
| 1041 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">namelistfile</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> |
---|
| 1042 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">stream</span><span class="o">.</span><span class="n">render</span><span class="p">(</span><span class="s1">'text'</span><span class="p">))</span> |
---|
| 1043 | <span class="k">except</span> <span class="ne">OSError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
---|
| 1044 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... ERROR CODE: '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">errno</span><span class="p">))</span> |
---|
| 1045 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... ERROR MESSAGE:</span><span class="se">\n</span><span class="s1"> </span><span class="se">\t</span><span class="s1"> '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">e</span><span class="o">.</span><span class="n">strerror</span><span class="p">))</span> |
---|
| 1046 | |
---|
| 1047 | <span class="n">sys</span><span class="o">.</span><span class="n">exit</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">... error occured while trying to write '</span> <span class="o">+</span> |
---|
| 1048 | <span class="n">namelistfile</span><span class="p">)</span> |
---|
[274f9ef] | 1049 | |
---|
| 1050 | <span class="k">return</span></div> |
---|
| 1051 | |
---|
| 1052 | |
---|
| 1053 | <div class="viewcode-block" id="EcFlexpart.deacc_fluxes"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.deacc_fluxes">[docs]</a> <span class="k">def</span> <span class="nf">deacc_fluxes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputfiles</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span> |
---|
[2625ca8] | 1054 | <span class="sd">'''De-accumulate and disaggregate flux data.</span> |
---|
| 1055 | |
---|
| 1056 | <span class="sd"> Goes through all flux fields in ordered time and de-accumulate</span> |
---|
[274f9ef] | 1057 | <span class="sd"> the fields. Afterwards the fields are disaggregated in time.</span> |
---|
| 1058 | <span class="sd"> Different versions of disaggregation is provided for rainfall</span> |
---|
| 1059 | <span class="sd"> data (darain, modified linear) and the surface fluxes and</span> |
---|
| 1060 | <span class="sd"> stress data (dapoly, cubic polynomial).</span> |
---|
| 1061 | |
---|
| 1062 | <span class="sd"> Parameters</span> |
---|
| 1063 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1064 | <span class="sd"> inputfiles : UioFiles</span> |
---|
| 1065 | <span class="sd"> Contains the list of files that contain flux data.</span> |
---|
[274f9ef] | 1066 | |
---|
[2625ca8] | 1067 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1068 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1069 | <span class="sd"> command line.</span> |
---|
| 1070 | |
---|
| 1071 | <span class="sd"> Return</span> |
---|
| 1072 | <span class="sd"> ------</span> |
---|
| 1073 | |
---|
| 1074 | <span class="sd"> '''</span> |
---|
| 1075 | |
---|
| 1076 | <span class="n">table128</span> <span class="o">=</span> <span class="n">init128</span><span class="p">(</span><span class="n">_config</span><span class="o">.</span><span class="n">PATH_GRIBTABLE</span><span class="p">)</span> |
---|
| 1077 | <span class="n">pars</span> <span class="o">=</span> <span class="n">to_param_id</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">params</span><span class="p">[</span><span class="s1">'OG_acc_SL'</span><span class="p">][</span><span class="mi">0</span><span class="p">],</span> <span class="n">table128</span><span class="p">)</span> |
---|
| 1078 | |
---|
| 1079 | <span class="n">iid</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1080 | <span class="n">index_vals</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1081 | |
---|
| 1082 | <span class="c1"># get the values of the keys which are used for distinct access</span> |
---|
| 1083 | <span class="c1"># of grib messages via product</span> |
---|
[f66f990] | 1084 | <span class="k">if</span> <span class="s1">'/'</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">number</span><span class="p">:</span> |
---|
| 1085 | <span class="c1"># more than one ensemble member is selected</span> |
---|
| 1086 | <span class="n">index_keys</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"number"</span><span class="p">,</span> <span class="s2">"date"</span><span class="p">,</span> <span class="s2">"time"</span><span class="p">,</span> <span class="s2">"step"</span><span class="p">]</span> |
---|
| 1087 | <span class="k">else</span><span class="p">:</span> |
---|
| 1088 | <span class="n">index_keys</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"date"</span><span class="p">,</span> <span class="s2">"time"</span><span class="p">,</span> <span class="s2">"step"</span><span class="p">]</span> |
---|
[274f9ef] | 1089 | <span class="n">iid</span><span class="p">,</span> <span class="n">index_vals</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_mk_index_values</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> |
---|
| 1090 | <span class="n">inputfiles</span><span class="p">,</span> |
---|
| 1091 | <span class="n">index_keys</span><span class="p">)</span> |
---|
| 1092 | <span class="c1"># index_vals looks like e.g.:</span> |
---|
| 1093 | <span class="c1"># index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
[2625ca8] | 1094 | <span class="c1"># index_vals[1]: ('0', '600', '1200', '1800') ; time</span> |
---|
| 1095 | <span class="c1"># index_vals[2]: ('0', '3', '6', '9', '12') ; stepRange</span> |
---|
[274f9ef] | 1096 | |
---|
[2625ca8] | 1097 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1098 | <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1099 | <span class="n">start_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">start_date</span> <span class="o">+</span> <span class="s1">'00'</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1100 | <span class="n">end_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">end_date</span> <span class="o">+</span> <span class="s1">'23'</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1101 | <span class="k">else</span><span class="p">:</span> |
---|
| 1102 | <span class="n">sdate_str</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">start_date</span> <span class="o">+</span> <span class="s1">'</span><span class="si">{:0>2}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">index_vals</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span> |
---|
| 1103 | <span class="n">start_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">sdate_str</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1104 | <span class="n">edate_str</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">end_date</span> <span class="o">+</span> <span class="s1">'</span><span class="si">{:0>2}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">index_vals</span><span class="p">[</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> |
---|
| 1105 | <span class="n">end_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">edate_str</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1106 | <span class="n">end_date</span> <span class="o">=</span> <span class="n">end_date</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="n">c</span><span class="o">.</span><span class="n">maxstep</span><span class="p">)</span> |
---|
| 1107 | |
---|
| 1108 | <span class="n">info</span> <span class="o">=</span> <span class="n">get_informations</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> |
---|
| 1109 | <span class="n">inputfiles</span><span class="o">.</span><span class="n">files</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span> |
---|
| 1110 | <span class="n">dims</span> <span class="o">=</span> <span class="n">get_dimensions</span><span class="p">(</span><span class="n">info</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">,</span> <span class="n">index_vals</span><span class="p">,</span> |
---|
| 1111 | <span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span><span class="p">)</span> |
---|
| 1112 | <span class="c1"># create numpy array</span> |
---|
| 1113 | <span class="n">lsp_np</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">dims</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">*</span> <span class="n">dims</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dims</span><span class="p">[</span><span class="mi">2</span><span class="p">]),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span> |
---|
| 1114 | <span class="n">cp_np</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">dims</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">*</span> <span class="n">dims</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">dims</span><span class="p">[</span><span class="mi">2</span><span class="p">]),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span> |
---|
| 1115 | <span class="n">it_lsp</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1116 | <span class="n">it_cp</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1117 | <span class="n">date_list</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1118 | <span class="n">step_list</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1119 | |
---|
| 1120 | <span class="c1"># initialize dictionaries to store values</span> |
---|
| 1121 | <span class="n">orig_vals</span> <span class="o">=</span> <span class="p">{}</span> |
---|
| 1122 | <span class="n">deac_vals</span> <span class="o">=</span> <span class="p">{}</span> |
---|
[274f9ef] | 1123 | <span class="k">for</span> <span class="n">p</span> <span class="ow">in</span> <span class="n">pars</span><span class="p">:</span> |
---|
[2625ca8] | 1124 | <span class="n">orig_vals</span><span class="p">[</span><span class="n">p</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1125 | <span class="n">deac_vals</span><span class="p">[</span><span class="n">p</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span> |
---|
[274f9ef] | 1126 | |
---|
| 1127 | <span class="c1"># "product" genereates each possible combination between the</span> |
---|
| 1128 | <span class="c1"># values of the index keys</span> |
---|
| 1129 | <span class="k">for</span> <span class="n">prod</span> <span class="ow">in</span> <span class="n">product</span><span class="p">(</span><span class="o">*</span><span class="n">index_vals</span><span class="p">):</span> |
---|
| 1130 | <span class="c1"># e.g. prod = ('20170505', '0', '12')</span> |
---|
| 1131 | <span class="c1"># ( date ,time, step)</span> |
---|
| 1132 | |
---|
[2625ca8] | 1133 | <span class="nb">print</span><span class="p">(</span><span class="s1">'CURRENT PRODUCT: '</span><span class="p">,</span> <span class="n">prod</span><span class="p">)</span> |
---|
[274f9ef] | 1134 | |
---|
| 1135 | <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">index_keys</span><span class="p">)):</span> |
---|
[2625ca8] | 1136 | <span class="n">codes_index_select</span><span class="p">(</span><span class="n">iid</span><span class="p">,</span> <span class="n">index_keys</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">prod</span><span class="p">[</span><span class="n">i</span><span class="p">])</span> |
---|
[274f9ef] | 1137 | |
---|
| 1138 | <span class="c1"># get first id from current product</span> |
---|
[2625ca8] | 1139 | <span class="n">gid</span> <span class="o">=</span> <span class="n">codes_new_from_index</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
[274f9ef] | 1140 | |
---|
| 1141 | <span class="c1"># if there is no data for this specific time combination / product</span> |
---|
| 1142 | <span class="c1"># skip the rest of the for loop and start with next timestep/product</span> |
---|
| 1143 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1144 | <span class="k">continue</span> |
---|
| 1145 | |
---|
| 1146 | <span class="c1"># create correct timestamp from the three time informations</span> |
---|
[2625ca8] | 1147 | <span class="n">cdate</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'date'</span><span class="p">))</span> |
---|
| 1148 | <span class="n">time</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'time'</span><span class="p">)</span><span class="o">/</span><span class="mi">100</span> <span class="c1"># integer</span> |
---|
| 1149 | <span class="n">step</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'step'</span><span class="p">)</span> <span class="c1"># integer</span> |
---|
| 1150 | <span class="n">ctime</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{:0>2}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">time</span><span class="p">)</span> |
---|
| 1151 | <span class="n">cstep</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="p">)</span> |
---|
| 1152 | |
---|
[274f9ef] | 1153 | <span class="n">t_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">cdate</span> <span class="o">+</span> <span class="n">ctime</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
[2625ca8] | 1154 | <span class="n">t_dt</span> <span class="o">=</span> <span class="n">t_date</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="n">step</span><span class="p">)</span> |
---|
| 1155 | <span class="n">t_m1dt</span> <span class="o">=</span> <span class="n">t_date</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="n">step</span><span class="o">-</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1156 | <span class="n">t_m2dt</span> <span class="o">=</span> <span class="n">t_date</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="n">step</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
[f66f990] | 1157 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">basetime</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
---|
| 1158 | <span class="n">t_enddate</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">end_date</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">),</span> |
---|
| 1159 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1160 | <span class="k">else</span><span class="p">:</span> |
---|
| 1161 | <span class="n">t_enddate</span> <span class="o">=</span> <span class="n">t_date</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1162 | |
---|
| 1163 | <span class="c1"># if necessary, add ensemble member number to filename suffix</span> |
---|
| 1164 | <span class="c1"># otherwise, add empty string</span> |
---|
| 1165 | <span class="k">if</span> <span class="s1">'number'</span> <span class="ow">in</span> <span class="n">index_keys</span><span class="p">:</span> |
---|
| 1166 | <span class="n">index_number</span> <span class="o">=</span> <span class="n">index_keys</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s1">'number'</span><span class="p">)</span> |
---|
| 1167 | <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">index_vals</span><span class="p">[</span><span class="n">index_number</span><span class="p">])</span> <span class="o">></span> <span class="mi">1</span><span class="p">:</span> |
---|
| 1168 | <span class="n">numbersuffix</span> <span class="o">=</span> <span class="s1">'.N</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">prod</span><span class="p">[</span><span class="n">index_number</span><span class="p">]))</span> |
---|
| 1169 | <span class="k">else</span><span class="p">:</span> |
---|
| 1170 | <span class="n">numbersuffix</span> <span class="o">=</span> <span class="s1">''</span> |
---|
[274f9ef] | 1171 | |
---|
[2625ca8] | 1172 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
[274f9ef] | 1173 | <span class="n">fnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'flux'</span> <span class="o">+</span> |
---|
| 1174 | <span class="n">t_date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">.%H'</span><span class="p">)</span> <span class="o">+</span> |
---|
[f66f990] | 1175 | <span class="s1">'.</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> <span class="o">+</span> |
---|
| 1176 | <span class="n">numbersuffix</span><span class="p">)</span> |
---|
[274f9ef] | 1177 | <span class="n">gnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'flux'</span> <span class="o">+</span> |
---|
| 1178 | <span class="n">t_date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">.%H'</span><span class="p">)</span> <span class="o">+</span> |
---|
[f66f990] | 1179 | <span class="s1">'.</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="o">-</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> <span class="o">+</span> |
---|
| 1180 | <span class="n">numbersuffix</span><span class="p">)</span> |
---|
[274f9ef] | 1181 | <span class="n">hnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'flux'</span> <span class="o">+</span> |
---|
| 1182 | <span class="n">t_date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">.%H'</span><span class="p">)</span> <span class="o">+</span> |
---|
[f66f990] | 1183 | <span class="s1">'.</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="p">)</span> <span class="o">+</span> |
---|
| 1184 | <span class="n">numbersuffix</span><span class="p">)</span> |
---|
[274f9ef] | 1185 | <span class="k">else</span><span class="p">:</span> |
---|
| 1186 | <span class="n">fnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'flux'</span> <span class="o">+</span> |
---|
[f66f990] | 1187 | <span class="n">t_m2dt</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> <span class="o">+</span> <span class="n">numbersuffix</span><span class="p">)</span> |
---|
[274f9ef] | 1188 | <span class="n">gnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'flux'</span> <span class="o">+</span> |
---|
[f66f990] | 1189 | <span class="n">t_m1dt</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> <span class="o">+</span> <span class="n">numbersuffix</span><span class="p">)</span> |
---|
[274f9ef] | 1190 | <span class="n">hnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'flux'</span> <span class="o">+</span> |
---|
[f66f990] | 1191 | <span class="n">t_dt</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> <span class="o">+</span> <span class="n">numbersuffix</span><span class="p">)</span> |
---|
[274f9ef] | 1192 | |
---|
| 1193 | <span class="nb">print</span><span class="p">(</span><span class="s2">"outputfile = "</span> <span class="o">+</span> <span class="n">fnout</span><span class="p">)</span> |
---|
[2625ca8] | 1194 | <span class="n">f_handle</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">fnout</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> |
---|
| 1195 | <span class="n">h_handle</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">hnout</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> |
---|
| 1196 | <span class="n">g_handle</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">gnout</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> |
---|
[274f9ef] | 1197 | |
---|
[2625ca8] | 1198 | <span class="c1"># read message for message and store relevant data fields, where</span> |
---|
[274f9ef] | 1199 | <span class="c1"># data keywords are stored in pars</span> |
---|
[2625ca8] | 1200 | <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> |
---|
[274f9ef] | 1201 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1202 | <span class="k">break</span> |
---|
[2625ca8] | 1203 | <span class="n">parId</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'paramId'</span><span class="p">)</span> <span class="c1"># integer</span> |
---|
| 1204 | <span class="n">step</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'step'</span><span class="p">)</span> <span class="c1"># integer</span> |
---|
| 1205 | <span class="n">time</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'time'</span><span class="p">)</span> <span class="c1"># integer</span> |
---|
| 1206 | <span class="n">ni</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'Ni'</span><span class="p">)</span> <span class="c1"># integer</span> |
---|
| 1207 | <span class="n">nj</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'Nj'</span><span class="p">)</span> <span class="c1"># integer</span> |
---|
| 1208 | <span class="k">if</span> <span class="n">parId</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">orig_vals</span><span class="o">.</span><span class="n">keys</span><span class="p">():</span> |
---|
| 1209 | <span class="c1"># parameter is not a flux, find next one</span> |
---|
| 1210 | <span class="k">continue</span> |
---|
[274f9ef] | 1211 | |
---|
[2625ca8] | 1212 | <span class="c1"># define conversion factor</span> |
---|
| 1213 | <span class="k">if</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">142</span> <span class="ow">or</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">143</span><span class="p">:</span> |
---|
| 1214 | <span class="n">fak</span> <span class="o">=</span> <span class="mf">1.</span> <span class="o">/</span> <span class="mf">1000.</span> |
---|
| 1215 | <span class="k">else</span><span class="p">:</span> |
---|
| 1216 | <span class="n">fak</span> <span class="o">=</span> <span class="mf">3600.</span> |
---|
| 1217 | |
---|
| 1218 | <span class="c1"># get parameter values and reshape</span> |
---|
| 1219 | <span class="n">values</span> <span class="o">=</span> <span class="n">codes_get_values</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1220 | <span class="n">values</span> <span class="o">=</span> <span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="n">values</span><span class="p">,</span> <span class="p">(</span><span class="n">nj</span><span class="p">,</span> <span class="n">ni</span><span class="p">)))</span><span class="o">.</span><span class="n">flatten</span><span class="p">()</span> <span class="o">/</span> <span class="n">fak</span> |
---|
| 1221 | |
---|
| 1222 | <span class="c1"># save the original and accumulated values</span> |
---|
| 1223 | <span class="n">orig_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">values</span><span class="p">[:])</span> |
---|
| 1224 | |
---|
| 1225 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">marsclass</span><span class="o">.</span><span class="n">upper</span><span class="p">()</span> <span class="o">==</span> <span class="s1">'EA'</span> <span class="ow">or</span> <span class="n">step</span> <span class="o"><=</span> <span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">):</span> |
---|
| 1226 | <span class="c1"># no de-accumulation needed</span> |
---|
| 1227 | <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">values</span><span class="p">[:]</span> <span class="o">/</span> <span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1228 | <span class="k">else</span><span class="p">:</span> |
---|
| 1229 | <span class="c1"># do de-accumulation</span> |
---|
| 1230 | <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span> |
---|
| 1231 | <span class="p">(</span><span class="n">orig_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">orig_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="o">-</span><span class="mi">2</span><span class="p">])</span> <span class="o">/</span> |
---|
| 1232 | <span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1233 | |
---|
| 1234 | <span class="c1"># store precipitation if new disaggregation method is selected</span> |
---|
| 1235 | <span class="c1"># only the exact days are needed</span> |
---|
| 1236 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1237 | <span class="k">if</span> <span class="n">start_date</span> <span class="o"><=</span> <span class="n">t_dt</span> <span class="o"><=</span> <span class="n">end_date</span><span class="p">:</span> |
---|
| 1238 | <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1239 | <span class="k">if</span> <span class="n">t_dt</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">date_list</span><span class="p">:</span> |
---|
| 1240 | <span class="n">date_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">t_dt</span><span class="p">)</span> |
---|
| 1241 | <span class="n">step_list</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span> |
---|
[274f9ef] | 1242 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 1243 | <span class="k">if</span> <span class="n">t_date</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">date_list</span><span class="p">:</span> |
---|
| 1244 | <span class="n">date_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">t_date</span><span class="p">)</span> |
---|
| 1245 | <span class="k">if</span> <span class="n">step</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">step_list</span><span class="p">:</span> |
---|
| 1246 | <span class="n">step_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">step</span><span class="p">)</span> |
---|
| 1247 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span> <span class="ow">and</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">142</span><span class="p">:</span> |
---|
| 1248 | <span class="n">lsp_np</span><span class="p">[:,</span><span class="n">it_lsp</span><span class="p">]</span> <span class="o">=</span> <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">][:]</span> |
---|
| 1249 | <span class="n">it_lsp</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 1250 | <span class="k">elif</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span> <span class="ow">and</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">143</span><span class="p">:</span> |
---|
| 1251 | <span class="n">cp_np</span><span class="p">[:,</span><span class="n">it_cp</span><span class="p">]</span> <span class="o">=</span> <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="o">-</span><span class="mi">1</span><span class="p">][:]</span> |
---|
| 1252 | <span class="n">it_cp</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 1253 | |
---|
| 1254 | <span class="c1"># information printout</span> |
---|
| 1255 | <span class="nb">print</span><span class="p">(</span><span class="n">parId</span><span class="p">,</span> <span class="n">time</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">values</span><span class="p">),</span> <span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">np</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">values</span><span class="p">))</span> |
---|
| 1256 | |
---|
| 1257 | <span class="c1"># length of deac_vals[parId] corresponds to the</span> |
---|
| 1258 | <span class="c1"># number of time steps, max. 4 are needed for disaggegration</span> |
---|
| 1259 | <span class="c1"># with the old and original method</span> |
---|
| 1260 | <span class="c1"># run over all grib messages and perform</span> |
---|
| 1261 | <span class="c1"># shifting in time</span> |
---|
| 1262 | <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">])</span> <span class="o">>=</span> <span class="mi">3</span><span class="p">:</span> |
---|
| 1263 | <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">])</span> <span class="o">></span> <span class="mi">3</span><span class="p">:</span> |
---|
| 1264 | <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span> <span class="ow">and</span> <span class="p">(</span><span class="n">parId</span> <span class="o">==</span> <span class="mi">142</span> <span class="ow">or</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">143</span><span class="p">):</span> |
---|
| 1265 | <span class="n">values</span> <span class="o">=</span> <span class="n">disaggregation</span><span class="o">.</span><span class="n">darain</span><span class="p">(</span><span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">])</span> |
---|
| 1266 | <span class="k">else</span><span class="p">:</span> |
---|
| 1267 | <span class="n">values</span> <span class="o">=</span> <span class="n">disaggregation</span><span class="o">.</span><span class="n">dapoly</span><span class="p">(</span><span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">])</span> |
---|
| 1268 | |
---|
| 1269 | <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">step</span> <span class="o">==</span> <span class="n">c</span><span class="o">.</span><span class="n">maxstep</span> <span class="ow">and</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span> \ |
---|
| 1270 | <span class="ow">or</span> <span class="n">t_dt</span> <span class="o">==</span> <span class="n">t_enddate</span><span class="p">):</span> |
---|
| 1271 | <span class="c1"># remove first time step in list to shift</span> |
---|
| 1272 | <span class="c1"># time line</span> |
---|
| 1273 | <span class="n">orig_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">]</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> |
---|
| 1274 | <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">]</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span> |
---|
| 1275 | <span class="k">else</span><span class="p">:</span> |
---|
| 1276 | <span class="c1"># if the third time step is read (per parId),</span> |
---|
| 1277 | <span class="c1"># write out the first one as a boundary value</span> |
---|
| 1278 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1279 | <span class="n">values</span> <span class="o">=</span> <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="mi">1</span><span class="p">]</span> |
---|
| 1280 | <span class="k">else</span><span class="p">:</span> |
---|
| 1281 | <span class="n">values</span> <span class="o">=</span> <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> |
---|
[274f9ef] | 1282 | |
---|
[2625ca8] | 1283 | <span class="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">rrint</span> <span class="ow">and</span> <span class="p">(</span><span class="n">parId</span> <span class="o">==</span> <span class="mi">142</span> <span class="ow">or</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">143</span><span class="p">)):</span> |
---|
| 1284 | <span class="n">codes_set_values</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">values</span><span class="p">)</span> |
---|
[274f9ef] | 1285 | |
---|
[2625ca8] | 1286 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1287 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'stepRange'</span><span class="p">,</span> <span class="nb">max</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">step</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">)))</span> |
---|
[274f9ef] | 1288 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 1289 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'stepRange'</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> |
---|
| 1290 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'time'</span><span class="p">,</span> <span class="n">t_m2dt</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">)</span> |
---|
| 1291 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'date'</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">t_m2dt</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)))</span> |
---|
[274f9ef] | 1292 | |
---|
[2625ca8] | 1293 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">f_handle</span><span class="p">)</span> |
---|
[274f9ef] | 1294 | |
---|
[f66f990] | 1295 | <span class="c1"># squeeze out information of last two steps</span> |
---|
| 1296 | <span class="c1"># contained in deac_vals[parId]</span> |
---|
| 1297 | <span class="c1"># Note that deac_vals[parId][0] has not been popped</span> |
---|
| 1298 | <span class="c1"># in this case</span> |
---|
| 1299 | |
---|
| 1300 | <span class="k">if</span> <span class="n">step</span> <span class="o">==</span> <span class="n">c</span><span class="o">.</span><span class="n">maxstep</span> <span class="ow">and</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span> <span class="ow">or</span> \ |
---|
| 1301 | <span class="n">t_dt</span> <span class="o">==</span> <span class="n">t_enddate</span><span class="p">:</span> |
---|
| 1302 | <span class="c1"># last step</span> |
---|
| 1303 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1304 | <span class="n">values</span> <span class="o">=</span> <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span> |
---|
| 1305 | <span class="n">codes_set_values</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">values</span><span class="p">)</span> |
---|
| 1306 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'stepRange'</span><span class="p">,</span> <span class="n">step</span><span class="p">)</span> |
---|
| 1307 | <span class="c1">#truedatetime = t_m2dt + timedelta(hours=2*int(c.dtime))</span> |
---|
| 1308 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">h_handle</span><span class="p">)</span> |
---|
| 1309 | <span class="k">else</span><span class="p">:</span> |
---|
| 1310 | <span class="n">values</span> <span class="o">=</span> <span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">][</span><span class="mi">3</span><span class="p">]</span> |
---|
| 1311 | <span class="n">codes_set_values</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">values</span><span class="p">)</span> |
---|
| 1312 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'stepRange'</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> |
---|
| 1313 | <span class="n">truedatetime</span> <span class="o">=</span> <span class="n">t_m2dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">2</span><span class="o">*</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1314 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'time'</span><span class="p">,</span> <span class="n">truedatetime</span><span class="o">.</span><span class="n">hour</span> <span class="o">*</span> <span class="mi">100</span><span class="p">)</span> |
---|
| 1315 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'date'</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">truedatetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)))</span> |
---|
| 1316 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">h_handle</span><span class="p">)</span> |
---|
| 1317 | |
---|
| 1318 | <span class="k">if</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">142</span> <span class="ow">or</span> <span class="n">parId</span> <span class="o">==</span> <span class="mi">143</span><span class="p">:</span> |
---|
| 1319 | <span class="n">values</span> <span class="o">=</span> <span class="n">disaggregation</span><span class="o">.</span><span class="n">darain</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="nb">reversed</span><span class="p">(</span><span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">])))</span> |
---|
| 1320 | <span class="k">else</span><span class="p">:</span> |
---|
| 1321 | <span class="n">values</span> <span class="o">=</span> <span class="n">disaggregation</span><span class="o">.</span><span class="n">dapoly</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="nb">reversed</span><span class="p">(</span><span class="n">deac_vals</span><span class="p">[</span><span class="n">parId</span><span class="p">])))</span> |
---|
| 1322 | |
---|
| 1323 | <span class="c1"># step before last step</span> |
---|
| 1324 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1325 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'stepRange'</span><span class="p">,</span> <span class="n">step</span><span class="o">-</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1326 | <span class="c1">#truedatetime = t_m2dt + timedelta(hours=int(c.dtime))</span> |
---|
| 1327 | <span class="n">codes_set_values</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">values</span><span class="p">)</span> |
---|
| 1328 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">g_handle</span><span class="p">)</span> |
---|
| 1329 | <span class="k">else</span><span class="p">:</span> |
---|
| 1330 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'stepRange'</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span> |
---|
| 1331 | <span class="n">truedatetime</span> <span class="o">=</span> <span class="n">t_m2dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1332 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'time'</span><span class="p">,</span> <span class="n">truedatetime</span><span class="o">.</span><span class="n">hour</span> <span class="o">*</span> <span class="mi">100</span><span class="p">)</span> |
---|
| 1333 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'date'</span><span class="p">,</span> <span class="nb">int</span><span class="p">(</span><span class="n">truedatetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)))</span> |
---|
| 1334 | <span class="n">codes_set_values</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">values</span><span class="p">)</span> |
---|
| 1335 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">g_handle</span><span class="p">)</span> |
---|
[2625ca8] | 1336 | |
---|
| 1337 | <span class="n">codes_release</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1338 | |
---|
| 1339 | <span class="n">gid</span> <span class="o">=</span> <span class="n">codes_new_from_index</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
| 1340 | |
---|
| 1341 | <span class="n">f_handle</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1342 | <span class="n">g_handle</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1343 | <span class="n">h_handle</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1344 | |
---|
| 1345 | <span class="n">codes_index_release</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
| 1346 | |
---|
| 1347 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1348 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_rr_grib_dummy</span><span class="p">(</span><span class="n">inputfiles</span><span class="o">.</span><span class="n">files</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">)</span> |
---|
| 1349 | |
---|
| 1350 | <span class="bp">self</span><span class="o">.</span><span class="n">_prep_new_rrint</span><span class="p">(</span><span class="n">ni</span><span class="p">,</span> <span class="n">nj</span><span class="p">,</span> <span class="n">lsp_np</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> <span class="n">lsp_np</span><span class="p">,</span> |
---|
| 1351 | <span class="n">cp_np</span><span class="p">,</span> <span class="n">date_list</span><span class="p">,</span> <span class="n">step_list</span><span class="p">,</span> <span class="n">c</span><span class="p">)</span> |
---|
[274f9ef] | 1352 | |
---|
[2625ca8] | 1353 | <span class="k">return</span></div> |
---|
[274f9ef] | 1354 | |
---|
[2625ca8] | 1355 | <span class="k">def</span> <span class="nf">_prep_new_rrint</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ni</span><span class="p">,</span> <span class="n">nj</span><span class="p">,</span> <span class="n">nt</span><span class="p">,</span> <span class="n">lsp_np</span><span class="p">,</span> <span class="n">cp_np</span><span class="p">,</span> <span class="n">date_list</span><span class="p">,</span> <span class="n">step_list</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span> |
---|
| 1356 | <span class="sd">'''Calculates and writes out the disaggregated precipitation fields.</span> |
---|
[274f9ef] | 1357 | |
---|
[2625ca8] | 1358 | <span class="sd"> Disaggregation is done in time and original times are written to the</span> |
---|
| 1359 | <span class="sd"> flux files, while the additional subgrid times are written to</span> |
---|
| 1360 | <span class="sd"> extra files.</span> |
---|
[274f9ef] | 1361 | |
---|
[2625ca8] | 1362 | <span class="sd"> Parameters</span> |
---|
| 1363 | <span class="sd"> ----------</span> |
---|
| 1364 | <span class="sd"> ni : int</span> |
---|
| 1365 | <span class="sd"> Amount of zonal grid points.</span> |
---|
[274f9ef] | 1366 | |
---|
[2625ca8] | 1367 | <span class="sd"> nj : int</span> |
---|
| 1368 | <span class="sd"> Amount of meridional grid points.</span> |
---|
| 1369 | |
---|
| 1370 | <span class="sd"> nt : int</span> |
---|
| 1371 | <span class="sd"> Number of time steps.</span> |
---|
| 1372 | |
---|
| 1373 | <span class="sd"> lsp_np : numpy array of float</span> |
---|
| 1374 | <span class="sd"> The large scale precipitation fields for each time step.</span> |
---|
| 1375 | <span class="sd"> Shape (ni * nj, nt).</span> |
---|
| 1376 | |
---|
| 1377 | <span class="sd"> cp_np : numpy array of float</span> |
---|
| 1378 | <span class="sd"> The convective precipitation fields for each time step.</span> |
---|
| 1379 | <span class="sd"> Shape (ni * nj, nt).</span> |
---|
| 1380 | |
---|
| 1381 | <span class="sd"> date_list : list of datetime</span> |
---|
| 1382 | <span class="sd"> The list of dates for which the disaggregation is to be done.</span> |
---|
| 1383 | |
---|
| 1384 | <span class="sd"> step_list : list of int</span> |
---|
| 1385 | <span class="sd"> The list of steps for a single forecast time.</span> |
---|
| 1386 | <span class="sd"> Only necessary for pure forecasts.</span> |
---|
| 1387 | |
---|
| 1388 | <span class="sd"> c : ControlFile</span> |
---|
| 1389 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1390 | <span class="sd"> command line.</span> |
---|
| 1391 | |
---|
| 1392 | <span class="sd"> Return</span> |
---|
| 1393 | <span class="sd"> ------</span> |
---|
| 1394 | |
---|
| 1395 | <span class="sd"> '''</span> |
---|
[f66f990] | 1396 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... disaggregation of precipitation with new method.'</span><span class="p">)</span> |
---|
[2625ca8] | 1397 | <span class="n">lsp_new_np</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">ni</span> <span class="o">*</span> <span class="n">nj</span><span class="p">,</span> <span class="n">nt</span> <span class="o">*</span> <span class="mi">3</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span> |
---|
| 1398 | <span class="n">cp_new_np</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">ni</span> <span class="o">*</span> <span class="n">nj</span><span class="p">,</span> <span class="n">nt</span> <span class="o">*</span> <span class="mi">3</span><span class="p">),</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float64</span><span class="p">)</span> |
---|
| 1399 | |
---|
| 1400 | <span class="c1"># do the disaggregation, but neglect the last value of the</span> |
---|
| 1401 | <span class="c1"># time series. This one corresponds for example to 24 hour,</span> |
---|
| 1402 | <span class="c1"># which we don't need.</span> |
---|
| 1403 | <span class="k">for</span> <span class="n">ix</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">ni</span><span class="o">*</span><span class="n">nj</span><span class="p">):</span> |
---|
| 1404 | <span class="n">lsp_new_np</span><span class="p">[</span><span class="n">ix</span><span class="p">,:]</span> <span class="o">=</span> <span class="n">disaggregation</span><span class="o">.</span><span class="n">IA3</span><span class="p">(</span><span class="n">lsp_np</span><span class="p">[</span><span class="n">ix</span><span class="p">,:])[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> |
---|
| 1405 | <span class="n">cp_new_np</span><span class="p">[</span><span class="n">ix</span><span class="p">,:]</span> <span class="o">=</span> <span class="n">disaggregation</span><span class="o">.</span><span class="n">IA3</span><span class="p">(</span><span class="n">cp_np</span><span class="p">[</span><span class="n">ix</span><span class="p">,:])[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> |
---|
| 1406 | |
---|
| 1407 | <span class="c1"># write to grib files (full/orig times to flux file and inbetween</span> |
---|
| 1408 | <span class="c1"># times into seperate end files)</span> |
---|
| 1409 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... write disaggregated precipitation to files.'</span><span class="p">)</span> |
---|
| 1410 | <span class="n">it</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1411 | <span class="k">for</span> <span class="n">date</span> <span class="ow">in</span> <span class="n">date_list</span><span class="p">:</span> |
---|
| 1412 | <span class="k">for</span> <span class="n">step</span> <span class="ow">in</span> <span class="n">step_list</span><span class="p">:</span> |
---|
| 1413 | <span class="n">tmpfile</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'rr_grib_dummy.grb'</span><span class="p">)</span> |
---|
| 1414 | |
---|
| 1415 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1416 | <span class="n">fluxfilename</span> <span class="o">=</span> <span class="s1">'flux'</span> <span class="o">+</span> <span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">.%H'</span><span class="p">)</span> <span class="o">+</span> \ |
---|
| 1417 | <span class="s1">'.</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="p">)</span> |
---|
| 1418 | <span class="n">filename1</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">prefix</span> <span class="o">+</span> <span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%y%m</span><span class="si">%d</span><span class="s1">.%H'</span><span class="p">)</span> <span class="o">+</span> \ |
---|
| 1419 | <span class="s1">'.</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="p">)</span> <span class="o">+</span> <span class="s1">'_1'</span> |
---|
| 1420 | <span class="n">filename2</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">prefix</span> <span class="o">+</span> <span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%y%m</span><span class="si">%d</span><span class="s1">.%H'</span><span class="p">)</span> <span class="o">+</span> \ |
---|
| 1421 | <span class="s1">'.</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">step</span><span class="p">)</span> <span class="o">+</span> <span class="s1">'_2'</span> |
---|
| 1422 | <span class="k">else</span><span class="p">:</span> |
---|
| 1423 | <span class="n">fluxfilename</span> <span class="o">=</span> <span class="s1">'flux'</span> <span class="o">+</span> <span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1424 | <span class="n">filename1</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">prefix</span> <span class="o">+</span> <span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> <span class="o">+</span> <span class="s1">'_1'</span> |
---|
| 1425 | <span class="n">filename2</span> <span class="o">=</span> <span class="n">c</span><span class="o">.</span><span class="n">prefix</span> <span class="o">+</span> <span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> <span class="o">+</span> <span class="s1">'_2'</span> |
---|
| 1426 | |
---|
| 1427 | <span class="c1"># write original time step to flux file as usual</span> |
---|
| 1428 | <span class="n">fluxfile</span> <span class="o">=</span> <span class="n">GribUtil</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">fluxfilename</span><span class="p">))</span> |
---|
| 1429 | <span class="n">fluxfile</span><span class="o">.</span><span class="n">set_keys</span><span class="p">(</span><span class="n">tmpfile</span><span class="p">,</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'a'</span><span class="p">,</span> <span class="n">strict</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
---|
| 1430 | <span class="n">wherekeynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> <span class="n">wherekeyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">142</span><span class="p">],</span> |
---|
| 1431 | <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'date'</span><span class="p">,</span><span class="s1">'time'</span><span class="p">,</span><span class="s1">'stepRange'</span><span class="p">,</span><span class="s1">'values'</span><span class="p">],</span> |
---|
| 1432 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)),</span> |
---|
| 1433 | <span class="n">date</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="n">lsp_new_np</span><span class="p">[:,</span><span class="n">it</span><span class="p">]],</span> |
---|
| 1434 | <span class="p">)</span> |
---|
| 1435 | <span class="n">fluxfile</span><span class="o">.</span><span class="n">set_keys</span><span class="p">(</span><span class="n">tmpfile</span><span class="p">,</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'a'</span><span class="p">,</span> <span class="n">strict</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
---|
| 1436 | <span class="n">wherekeynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> <span class="n">wherekeyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">143</span><span class="p">],</span> |
---|
| 1437 | <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'date'</span><span class="p">,</span><span class="s1">'time'</span><span class="p">,</span><span class="s1">'stepRange'</span><span class="p">,</span><span class="s1">'values'</span><span class="p">],</span> |
---|
| 1438 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)),</span> |
---|
| 1439 | <span class="n">date</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="n">cp_new_np</span><span class="p">[:,</span><span class="n">it</span><span class="p">]]</span> |
---|
| 1440 | <span class="p">)</span> |
---|
| 1441 | |
---|
| 1442 | <span class="c1"># write first subgrid time step</span> |
---|
| 1443 | <span class="n">endfile1</span> <span class="o">=</span> <span class="n">GribUtil</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">filename1</span><span class="p">))</span> |
---|
| 1444 | <span class="n">endfile1</span><span class="o">.</span><span class="n">set_keys</span><span class="p">(</span><span class="n">tmpfile</span><span class="p">,</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'w'</span><span class="p">,</span> <span class="n">strict</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
---|
| 1445 | <span class="n">wherekeynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> <span class="n">wherekeyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">142</span><span class="p">],</span> |
---|
| 1446 | <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'date'</span><span class="p">,</span><span class="s1">'time'</span><span class="p">,</span><span class="s1">'stepRange'</span><span class="p">,</span><span class="s1">'values'</span><span class="p">],</span> |
---|
| 1447 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)),</span> |
---|
| 1448 | <span class="n">date</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="n">lsp_new_np</span><span class="p">[:,</span><span class="n">it</span><span class="o">+</span><span class="mi">1</span><span class="p">]]</span> |
---|
| 1449 | <span class="p">)</span> |
---|
| 1450 | <span class="n">endfile1</span><span class="o">.</span><span class="n">set_keys</span><span class="p">(</span><span class="n">tmpfile</span><span class="p">,</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'a'</span><span class="p">,</span> <span class="n">strict</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
---|
| 1451 | <span class="n">wherekeynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> <span class="n">wherekeyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">143</span><span class="p">],</span> |
---|
| 1452 | <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'date'</span><span class="p">,</span><span class="s1">'time'</span><span class="p">,</span><span class="s1">'stepRange'</span><span class="p">,</span><span class="s1">'values'</span><span class="p">],</span> |
---|
| 1453 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)),</span> |
---|
| 1454 | <span class="n">date</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="n">cp_new_np</span><span class="p">[:,</span><span class="n">it</span><span class="o">+</span><span class="mi">1</span><span class="p">]]</span> |
---|
| 1455 | <span class="p">)</span> |
---|
| 1456 | |
---|
| 1457 | <span class="c1"># write second subgrid time step</span> |
---|
| 1458 | <span class="n">endfile2</span> <span class="o">=</span> <span class="n">GribUtil</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">filename2</span><span class="p">))</span> |
---|
| 1459 | <span class="n">endfile2</span><span class="o">.</span><span class="n">set_keys</span><span class="p">(</span><span class="n">tmpfile</span><span class="p">,</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'w'</span><span class="p">,</span> <span class="n">strict</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
---|
| 1460 | <span class="n">wherekeynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> <span class="n">wherekeyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">142</span><span class="p">],</span> |
---|
| 1461 | <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'date'</span><span class="p">,</span><span class="s1">'time'</span><span class="p">,</span><span class="s1">'stepRange'</span><span class="p">,</span><span class="s1">'values'</span><span class="p">],</span> |
---|
| 1462 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)),</span> |
---|
| 1463 | <span class="n">date</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="n">lsp_new_np</span><span class="p">[:,</span><span class="n">it</span><span class="o">+</span><span class="mi">2</span><span class="p">]]</span> |
---|
| 1464 | <span class="p">)</span> |
---|
| 1465 | <span class="n">endfile2</span><span class="o">.</span><span class="n">set_keys</span><span class="p">(</span><span class="n">tmpfile</span><span class="p">,</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'a'</span><span class="p">,</span> <span class="n">strict</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
---|
| 1466 | <span class="n">wherekeynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> <span class="n">wherekeyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">143</span><span class="p">],</span> |
---|
| 1467 | <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'date'</span><span class="p">,</span><span class="s1">'time'</span><span class="p">,</span><span class="s1">'stepRange'</span><span class="p">,</span><span class="s1">'values'</span><span class="p">],</span> |
---|
| 1468 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="nb">int</span><span class="p">(</span><span class="n">date</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)),</span> |
---|
| 1469 | <span class="n">date</span><span class="o">.</span><span class="n">hour</span><span class="o">*</span><span class="mi">100</span><span class="p">,</span> <span class="n">step</span><span class="p">,</span> <span class="n">cp_new_np</span><span class="p">[:,</span><span class="n">it</span><span class="o">+</span><span class="mi">2</span><span class="p">]]</span> |
---|
| 1470 | <span class="p">)</span> |
---|
| 1471 | <span class="n">it</span> <span class="o">=</span> <span class="n">it</span> <span class="o">+</span> <span class="mi">3</span> <span class="c1"># jump to next original time step</span> |
---|
| 1472 | <span class="k">return</span> |
---|
| 1473 | |
---|
| 1474 | <span class="k">def</span> <span class="nf">_create_rr_grib_dummy</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">ifile</span><span class="p">,</span> <span class="n">inputdir</span><span class="p">):</span> |
---|
| 1475 | <span class="sd">'''Creates a grib file with a dummy message for the two precipitation</span> |
---|
| 1476 | <span class="sd"> types lsp and cp each.</span> |
---|
| 1477 | |
---|
| 1478 | <span class="sd"> Parameters</span> |
---|
| 1479 | <span class="sd"> ----------</span> |
---|
| 1480 | <span class="sd"> ifile : str</span> |
---|
| 1481 | <span class="sd"> Filename of the input file to read the grib messages from.</span> |
---|
| 1482 | |
---|
| 1483 | <span class="sd"> inputdir : str, optional</span> |
---|
| 1484 | <span class="sd"> Path to the directory where the retrieved data is stored.</span> |
---|
[274f9ef] | 1485 | |
---|
[2625ca8] | 1486 | <span class="sd"> Return</span> |
---|
| 1487 | <span class="sd"> ------</span> |
---|
| 1488 | |
---|
| 1489 | <span class="sd"> '''</span> |
---|
| 1490 | |
---|
| 1491 | <span class="n">gribfile</span> <span class="o">=</span> <span class="n">GribUtil</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">inputdir</span><span class="p">,</span><span class="s1">'rr_grib_dummy.grb'</span><span class="p">))</span> |
---|
| 1492 | |
---|
| 1493 | <span class="n">gribfile</span><span class="o">.</span><span class="n">copy_dummy_msg</span><span class="p">(</span><span class="n">ifile</span><span class="p">,</span> <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> |
---|
| 1494 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">142</span><span class="p">],</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'w'</span><span class="p">)</span> |
---|
| 1495 | |
---|
| 1496 | <span class="n">gribfile</span><span class="o">.</span><span class="n">copy_dummy_msg</span><span class="p">(</span><span class="n">ifile</span><span class="p">,</span> <span class="n">keynames</span><span class="o">=</span><span class="p">[</span><span class="s1">'paramId'</span><span class="p">],</span> |
---|
| 1497 | <span class="n">keyvalues</span><span class="o">=</span><span class="p">[</span><span class="mi">143</span><span class="p">],</span> <span class="n">filemode</span><span class="o">=</span><span class="s1">'a'</span><span class="p">)</span> |
---|
| 1498 | |
---|
| 1499 | <span class="k">return</span> |
---|
[274f9ef] | 1500 | |
---|
| 1501 | <div class="viewcode-block" id="EcFlexpart.create"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.create">[docs]</a> <span class="k">def</span> <span class="nf">create</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputfiles</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span> |
---|
| 1502 | <span class="sd">'''An index file will be created which depends on the combination</span> |
---|
| 1503 | <span class="sd"> of "date", "time" and "stepRange" values. This is used to iterate</span> |
---|
| 1504 | <span class="sd"> over all messages in each grib file which were passed through the</span> |
---|
| 1505 | <span class="sd"> parameter "inputfiles" to seperate specific parameters into fort.*</span> |
---|
| 1506 | <span class="sd"> files. Afterwards the FORTRAN program is called to convert</span> |
---|
| 1507 | <span class="sd"> the data fields all to the same grid and put them in one file</span> |
---|
| 1508 | <span class="sd"> per unique time step (combination of "date", "time" and</span> |
---|
| 1509 | <span class="sd"> "stepRange").</span> |
---|
| 1510 | |
---|
| 1511 | <span class="sd"> Note</span> |
---|
| 1512 | <span class="sd"> ----</span> |
---|
| 1513 | <span class="sd"> This method is based on the ECMWF example index.py</span> |
---|
| 1514 | <span class="sd"> https://software.ecmwf.int/wiki/display/GRIB/index.py</span> |
---|
| 1515 | |
---|
| 1516 | <span class="sd"> Parameters</span> |
---|
| 1517 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1518 | <span class="sd"> inputfiles : UioFiles</span> |
---|
[274f9ef] | 1519 | <span class="sd"> Contains a list of files.</span> |
---|
| 1520 | |
---|
[2625ca8] | 1521 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1522 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1523 | <span class="sd"> command line.</span> |
---|
| 1524 | |
---|
| 1525 | <span class="sd"> Return</span> |
---|
| 1526 | <span class="sd"> ------</span> |
---|
| 1527 | |
---|
| 1528 | <span class="sd"> '''</span> |
---|
| 1529 | |
---|
[f66f990] | 1530 | <span class="c1"># generate start and end timestamp of the retrieval period</span> |
---|
| 1531 | <span class="n">start_period</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">start_date</span> <span class="o">+</span> <span class="n">c</span><span class="o">.</span><span class="n">time</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1532 | <span class="n">start_period</span> <span class="o">=</span> <span class="n">start_period</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">step</span><span class="p">[</span><span class="mi">0</span><span class="p">]))</span> |
---|
| 1533 | <span class="n">end_period</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">end_date</span> <span class="o">+</span> <span class="n">c</span><span class="o">.</span><span class="n">time</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">],</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1534 | <span class="n">end_period</span> <span class="o">=</span> <span class="n">end_period</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">step</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]))</span> |
---|
| 1535 | |
---|
[274f9ef] | 1536 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1537 | <span class="n">table128</span> <span class="o">=</span> <span class="n">init128</span><span class="p">(</span><span class="n">_config</span><span class="o">.</span><span class="n">PATH_GRIBTABLE</span><span class="p">)</span> |
---|
| 1538 | <span class="n">wrfpars</span> <span class="o">=</span> <span class="n">to_param_id</span><span class="p">(</span><span class="s1">'sp/mslp/skt/2t/10u/10v/2d/z/lsm/sst/ci/sd/</span><span class="se">\</span> |
---|
| 1539 | <span class="s1"> stl1/stl2/stl3/stl4/swvl1/swvl2/swvl3/swvl4'</span><span class="p">,</span> |
---|
| 1540 | <span class="n">table128</span><span class="p">)</span> |
---|
| 1541 | |
---|
| 1542 | <span class="c1"># these numbers are indices for the temporary files "fort.xx"</span> |
---|
| 1543 | <span class="c1"># which are used to seperate the grib fields to,</span> |
---|
| 1544 | <span class="c1"># for the Fortran program input</span> |
---|
| 1545 | <span class="c1"># 10: U,V | 11: T | 12: lnsp | 13: D | 16: sfc fields</span> |
---|
| 1546 | <span class="c1"># 17: Q | 18: Q , gaussian| 19: w | 21: etadot | 22: clwc+ciwc</span> |
---|
| 1547 | <span class="n">fdict</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'10'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'11'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'12'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'13'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'16'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 1548 | <span class="s1">'17'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'18'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'19'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'21'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> <span class="s1">'22'</span><span class="p">:</span><span class="kc">None</span><span class="p">}</span> |
---|
| 1549 | |
---|
| 1550 | <span class="n">iid</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1551 | <span class="n">index_vals</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1552 | |
---|
| 1553 | <span class="c1"># get the values of the keys which are used for distinct access</span> |
---|
| 1554 | <span class="c1"># of grib messages via product</span> |
---|
[f66f990] | 1555 | <span class="k">if</span> <span class="s1">'/'</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">number</span><span class="p">:</span> |
---|
| 1556 | <span class="c1"># more than one ensemble member is selected</span> |
---|
| 1557 | <span class="n">index_keys</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"number"</span><span class="p">,</span> <span class="s2">"date"</span><span class="p">,</span> <span class="s2">"time"</span><span class="p">,</span> <span class="s2">"step"</span><span class="p">]</span> |
---|
| 1558 | <span class="k">else</span><span class="p">:</span> |
---|
| 1559 | <span class="n">index_keys</span> <span class="o">=</span> <span class="p">[</span><span class="s2">"date"</span><span class="p">,</span> <span class="s2">"time"</span><span class="p">,</span> <span class="s2">"step"</span><span class="p">]</span> |
---|
[274f9ef] | 1560 | <span class="n">iid</span><span class="p">,</span> <span class="n">index_vals</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_mk_index_values</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> |
---|
| 1561 | <span class="n">inputfiles</span><span class="p">,</span> |
---|
| 1562 | <span class="n">index_keys</span><span class="p">)</span> |
---|
| 1563 | <span class="c1"># index_vals looks like e.g.:</span> |
---|
| 1564 | <span class="c1"># index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
[2625ca8] | 1565 | <span class="c1"># index_vals[1]: ('0', '600', '1200', '1800') ; time</span> |
---|
[274f9ef] | 1566 | <span class="c1"># index_vals[2]: ('0', '12', '3', '6', '9') ; stepRange</span> |
---|
| 1567 | |
---|
| 1568 | <span class="c1"># "product" genereates each possible combination between the</span> |
---|
| 1569 | <span class="c1"># values of the index keys</span> |
---|
| 1570 | <span class="k">for</span> <span class="n">prod</span> <span class="ow">in</span> <span class="n">product</span><span class="p">(</span><span class="o">*</span><span class="n">index_vals</span><span class="p">):</span> |
---|
| 1571 | <span class="c1"># e.g. prod = ('20170505', '0', '12')</span> |
---|
| 1572 | <span class="c1"># ( date ,time, step)</span> |
---|
| 1573 | |
---|
| 1574 | <span class="nb">print</span><span class="p">(</span><span class="s1">'current product: '</span><span class="p">,</span> <span class="n">prod</span><span class="p">)</span> |
---|
| 1575 | |
---|
| 1576 | <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">index_keys</span><span class="p">)):</span> |
---|
[2625ca8] | 1577 | <span class="n">codes_index_select</span><span class="p">(</span><span class="n">iid</span><span class="p">,</span> <span class="n">index_keys</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">prod</span><span class="p">[</span><span class="n">i</span><span class="p">])</span> |
---|
[274f9ef] | 1578 | |
---|
| 1579 | <span class="c1"># get first id from current product</span> |
---|
[2625ca8] | 1580 | <span class="n">gid</span> <span class="o">=</span> <span class="n">codes_new_from_index</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
[274f9ef] | 1581 | |
---|
| 1582 | <span class="c1"># if there is no data for this specific time combination / product</span> |
---|
| 1583 | <span class="c1"># skip the rest of the for loop and start with next timestep/product</span> |
---|
| 1584 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1585 | <span class="k">continue</span> |
---|
[2625ca8] | 1586 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1587 | <span class="c1"># remove old fort.* files and open new ones</span> |
---|
| 1588 | <span class="c1"># they are just valid for a single product</span> |
---|
| 1589 | <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">fdict</span><span class="o">.</span><span class="n">iteritems</span><span class="p">():</span> |
---|
| 1590 | <span class="n">fortfile</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'fort.'</span> <span class="o">+</span> <span class="n">k</span><span class="p">)</span> |
---|
| 1591 | <span class="n">silent_remove</span><span class="p">(</span><span class="n">fortfile</span><span class="p">)</span> |
---|
| 1592 | <span class="n">fdict</span><span class="p">[</span><span class="n">k</span><span class="p">]</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">fortfile</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> |
---|
[2625ca8] | 1593 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1594 | <span class="c1"># create correct timestamp from the three time informations</span> |
---|
[2625ca8] | 1595 | <span class="n">cdate</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'date'</span><span class="p">))</span> |
---|
| 1596 | <span class="n">ctime</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{:0>2}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'time'</span><span class="p">)</span><span class="o">/</span><span class="mi">100</span><span class="p">)</span> |
---|
| 1597 | <span class="n">cstep</span> <span class="o">=</span> <span class="s1">'</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'step'</span><span class="p">))</span> |
---|
[274f9ef] | 1598 | <span class="n">timestamp</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">cdate</span> <span class="o">+</span> <span class="n">ctime</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1599 | <span class="n">timestamp</span> <span class="o">+=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="n">cstep</span><span class="p">))</span> |
---|
| 1600 | <span class="n">cdate_hour</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">timestamp</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1601 | |
---|
[f66f990] | 1602 | <span class="c1"># skip all temporary times</span> |
---|
| 1603 | <span class="c1"># which are outside the retrieval period</span> |
---|
| 1604 | <span class="k">if</span> <span class="n">timestamp</span> <span class="o"><</span> <span class="n">start_period</span> <span class="ow">or</span> \ |
---|
| 1605 | <span class="n">timestamp</span> <span class="o">></span> <span class="n">end_period</span><span class="p">:</span> |
---|
| 1606 | <span class="k">continue</span> |
---|
| 1607 | |
---|
[274f9ef] | 1608 | <span class="c1"># if the timestamp is out of basetime start/end date period,</span> |
---|
| 1609 | <span class="c1"># skip this specific product</span> |
---|
[f66f990] | 1610 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">basetime</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
---|
| 1611 | <span class="n">time_delta</span> <span class="o">=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">12</span><span class="o">-</span><span class="nb">int</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">dtime</span><span class="p">))</span> |
---|
| 1612 | <span class="n">start_time</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">end_date</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">),</span> |
---|
[274f9ef] | 1613 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> <span class="o">-</span> <span class="n">time_delta</span> |
---|
[f66f990] | 1614 | <span class="n">end_time</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">end_date</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">),</span> |
---|
[274f9ef] | 1615 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1616 | <span class="k">if</span> <span class="n">timestamp</span> <span class="o"><</span> <span class="n">start_time</span> <span class="ow">or</span> <span class="n">timestamp</span> <span class="o">></span> <span class="n">end_time</span><span class="p">:</span> |
---|
| 1617 | <span class="k">continue</span> |
---|
| 1618 | |
---|
| 1619 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1620 | <span class="k">if</span> <span class="s1">'olddate'</span> <span class="ow">not</span> <span class="ow">in</span> <span class="nb">locals</span><span class="p">()</span> <span class="ow">or</span> <span class="n">cdate</span> <span class="o">!=</span> <span class="n">olddate</span><span class="p">:</span> |
---|
| 1621 | <span class="n">fwrf</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">outputdir</span><span class="p">,</span> |
---|
| 1622 | <span class="s1">'WRF'</span> <span class="o">+</span> <span class="n">cdate</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> <span class="n">ctime</span> <span class="o">+</span> <span class="s1">'.000.grb2'</span><span class="p">),</span> <span class="s1">'w'</span><span class="p">)</span> |
---|
| 1623 | <span class="n">olddate</span> <span class="o">=</span> <span class="n">cdate</span><span class="p">[:]</span> |
---|
[2625ca8] | 1624 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1625 | <span class="c1"># savedfields remembers which fields were already used.</span> |
---|
| 1626 | <span class="n">savedfields</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1627 | <span class="c1"># sum of cloud liquid and ice water content</span> |
---|
| 1628 | <span class="n">scwc</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1629 | <span class="k">while</span> <span class="mi">1</span><span class="p">:</span> |
---|
| 1630 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1631 | <span class="k">break</span> |
---|
[2625ca8] | 1632 | <span class="n">paramId</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'paramId'</span><span class="p">)</span> |
---|
| 1633 | <span class="n">gridtype</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'gridType'</span><span class="p">)</span> |
---|
| 1634 | <span class="n">levtype</span> <span class="o">=</span> <span class="n">codes_get</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'typeOfLevel'</span><span class="p">)</span> |
---|
[274f9ef] | 1635 | <span class="k">if</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">77</span><span class="p">:</span> <span class="c1"># ETADOT</span> |
---|
[2625ca8] | 1636 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'21'</span><span class="p">])</span> |
---|
[274f9ef] | 1637 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">130</span><span class="p">:</span> <span class="c1"># T</span> |
---|
[2625ca8] | 1638 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'11'</span><span class="p">])</span> |
---|
[274f9ef] | 1639 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">131</span> <span class="ow">or</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">132</span><span class="p">:</span> <span class="c1"># U, V wind component</span> |
---|
[2625ca8] | 1640 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'10'</span><span class="p">])</span> |
---|
[274f9ef] | 1641 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">133</span> <span class="ow">and</span> <span class="n">gridtype</span> <span class="o">!=</span> <span class="s1">'reduced_gg'</span><span class="p">:</span> <span class="c1"># Q</span> |
---|
[2625ca8] | 1642 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'17'</span><span class="p">])</span> |
---|
[274f9ef] | 1643 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">133</span> <span class="ow">and</span> <span class="n">gridtype</span> <span class="o">==</span> <span class="s1">'reduced_gg'</span><span class="p">:</span> <span class="c1"># Q, gaussian</span> |
---|
[2625ca8] | 1644 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'18'</span><span class="p">])</span> |
---|
[274f9ef] | 1645 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">135</span><span class="p">:</span> <span class="c1"># W</span> |
---|
[2625ca8] | 1646 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'19'</span><span class="p">])</span> |
---|
[274f9ef] | 1647 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">152</span><span class="p">:</span> <span class="c1"># LNSP</span> |
---|
[2625ca8] | 1648 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'12'</span><span class="p">])</span> |
---|
[274f9ef] | 1649 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">155</span> <span class="ow">and</span> <span class="n">gridtype</span> <span class="o">==</span> <span class="s1">'sh'</span><span class="p">:</span> <span class="c1"># D</span> |
---|
[2625ca8] | 1650 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'13'</span><span class="p">])</span> |
---|
[274f9ef] | 1651 | <span class="k">elif</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">246</span> <span class="ow">or</span> <span class="n">paramId</span> <span class="o">==</span> <span class="mi">247</span><span class="p">:</span> <span class="c1"># CLWC, CIWC</span> |
---|
| 1652 | <span class="c1"># sum cloud liquid water and ice</span> |
---|
| 1653 | <span class="k">if</span> <span class="n">scwc</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
---|
[2625ca8] | 1654 | <span class="n">scwc</span> <span class="o">=</span> <span class="n">codes_get_values</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
[274f9ef] | 1655 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 1656 | <span class="n">scwc</span> <span class="o">+=</span> <span class="n">codes_get_values</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1657 | <span class="n">codes_set_values</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">scwc</span><span class="p">)</span> |
---|
| 1658 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'paramId'</span><span class="p">,</span> <span class="mi">201031</span><span class="p">)</span> |
---|
| 1659 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'22'</span><span class="p">])</span> |
---|
| 1660 | <span class="n">scwc</span> <span class="o">=</span> <span class="kc">None</span> |
---|
[274f9ef] | 1661 | <span class="k">elif</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span> <span class="ow">and</span> <span class="n">paramId</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">129</span><span class="p">,</span> <span class="mi">138</span><span class="p">,</span> <span class="mi">155</span><span class="p">]</span> <span class="ow">and</span> \ |
---|
| 1662 | <span class="n">levtype</span> <span class="o">==</span> <span class="s1">'hybrid'</span><span class="p">:</span> <span class="c1"># Z, VO, D</span> |
---|
| 1663 | <span class="c1"># do not do anything right now</span> |
---|
| 1664 | <span class="c1"># these are specific parameter for WRF</span> |
---|
| 1665 | <span class="k">pass</span> |
---|
| 1666 | <span class="k">else</span><span class="p">:</span> |
---|
| 1667 | <span class="k">if</span> <span class="n">paramId</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">savedfields</span><span class="p">:</span> |
---|
| 1668 | <span class="c1"># SD/MSL/TCC/10U/10V/2T/2D/Z/LSM/SDOR/CVL/CVH/SR</span> |
---|
| 1669 | <span class="c1"># and all ADDPAR parameter</span> |
---|
[2625ca8] | 1670 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fdict</span><span class="p">[</span><span class="s1">'16'</span><span class="p">])</span> |
---|
[274f9ef] | 1671 | <span class="n">savedfields</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">paramId</span><span class="p">)</span> |
---|
| 1672 | <span class="k">else</span><span class="p">:</span> |
---|
| 1673 | <span class="nb">print</span><span class="p">(</span><span class="s1">'duplicate '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">paramId</span><span class="p">)</span> <span class="o">+</span> <span class="s1">' not written'</span><span class="p">)</span> |
---|
| 1674 | |
---|
| 1675 | <span class="k">try</span><span class="p">:</span> |
---|
| 1676 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1677 | <span class="c1"># model layer</span> |
---|
| 1678 | <span class="k">if</span> <span class="n">levtype</span> <span class="o">==</span> <span class="s1">'hybrid'</span> <span class="ow">and</span> \ |
---|
| 1679 | <span class="n">paramId</span> <span class="ow">in</span> <span class="p">[</span><span class="mi">129</span><span class="p">,</span> <span class="mi">130</span><span class="p">,</span> <span class="mi">131</span><span class="p">,</span> <span class="mi">132</span><span class="p">,</span> <span class="mi">133</span><span class="p">,</span> <span class="mi">138</span><span class="p">,</span> <span class="mi">155</span><span class="p">]:</span> |
---|
[2625ca8] | 1680 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fwrf</span><span class="p">)</span> |
---|
[274f9ef] | 1681 | <span class="c1"># sfc layer</span> |
---|
| 1682 | <span class="k">elif</span> <span class="n">paramId</span> <span class="ow">in</span> <span class="n">wrfpars</span><span class="p">:</span> |
---|
[2625ca8] | 1683 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">fwrf</span><span class="p">)</span> |
---|
[274f9ef] | 1684 | <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span> |
---|
| 1685 | <span class="k">pass</span> |
---|
| 1686 | |
---|
[2625ca8] | 1687 | <span class="n">codes_release</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1688 | <span class="n">gid</span> <span class="o">=</span> <span class="n">codes_new_from_index</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
| 1689 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1690 | <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">fdict</span><span class="o">.</span><span class="n">values</span><span class="p">():</span> |
---|
| 1691 | <span class="n">f</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
[2625ca8] | 1692 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1693 | <span class="c1"># call for Fortran program to convert e.g. reduced_gg grids to</span> |
---|
| 1694 | <span class="c1"># regular_ll and calculate detadot/dp</span> |
---|
| 1695 | <span class="n">pwd</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">getcwd</span><span class="p">()</span> |
---|
| 1696 | <span class="n">os</span><span class="o">.</span><span class="n">chdir</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">)</span> |
---|
| 1697 | <span class="k">if</span> <span class="n">os</span><span class="o">.</span><span class="n">stat</span><span class="p">(</span><span class="s1">'fort.21'</span><span class="p">)</span><span class="o">.</span><span class="n">st_size</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">c</span><span class="o">.</span><span class="n">eta</span><span class="p">:</span> |
---|
[f66f990] | 1698 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Parameter 77 (etadot) is missing, most likely it is '</span> |
---|
| 1699 | <span class="s1">'not available for this type or date / time</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
[274f9ef] | 1700 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Check parameters CLASS, TYPE, STREAM, START_DATE</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
[f66f990] | 1701 | <span class="n">my_error</span><span class="p">(</span><span class="s1">'fort.21 is empty while parameter eta '</span> |
---|
| 1702 | <span class="s1">'is set to 1 in CONTROL file'</span><span class="p">)</span> |
---|
| 1703 | <span class="c1"># ============================================================================================</span> |
---|
[2625ca8] | 1704 | <span class="c1"># write out all output to log file before starting fortran programm</span> |
---|
| 1705 | <span class="n">sys</span><span class="o">.</span><span class="n">stdout</span><span class="o">.</span><span class="n">flush</span><span class="p">()</span> |
---|
[274f9ef] | 1706 | |
---|
| 1707 | <span class="c1"># Fortran program creates file fort.15 (with u,v,etadot,t,sp,q)</span> |
---|
[2625ca8] | 1708 | <span class="n">execute_subprocess</span><span class="p">([</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">exedir</span><span class="p">,</span> |
---|
| 1709 | <span class="n">_config</span><span class="o">.</span><span class="n">FORTRAN_EXECUTABLE</span><span class="p">)],</span> |
---|
| 1710 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'FORTRAN PROGRAM FAILED!'</span><span class="p">)</span><span class="c1">#shell=True)</span> |
---|
[274f9ef] | 1711 | |
---|
[2625ca8] | 1712 | <span class="n">os</span><span class="o">.</span><span class="n">chdir</span><span class="p">(</span><span class="n">pwd</span><span class="p">)</span> |
---|
[f66f990] | 1713 | <span class="c1"># ============================================================================================</span> |
---|
[274f9ef] | 1714 | <span class="c1"># create name of final output file, e.g. EN13040500 (ENYYMMDDHH)</span> |
---|
[2625ca8] | 1715 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
[274f9ef] | 1716 | <span class="n">suffix</span> <span class="o">=</span> <span class="n">cdate</span><span class="p">[</span><span class="mi">2</span><span class="p">:</span><span class="mi">8</span><span class="p">]</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> <span class="n">ctime</span> <span class="o">+</span> <span class="s1">'.'</span> <span class="o">+</span> <span class="n">cstep</span> |
---|
| 1717 | <span class="k">else</span><span class="p">:</span> |
---|
| 1718 | <span class="n">suffix</span> <span class="o">=</span> <span class="n">cdate_hour</span><span class="p">[</span><span class="mi">2</span><span class="p">:</span><span class="mi">10</span><span class="p">]</span> |
---|
[f66f990] | 1719 | |
---|
| 1720 | <span class="c1"># if necessary, add ensemble member number to filename suffix</span> |
---|
| 1721 | <span class="k">if</span> <span class="s1">'number'</span> <span class="ow">in</span> <span class="n">index_keys</span><span class="p">:</span> |
---|
| 1722 | <span class="n">index_number</span> <span class="o">=</span> <span class="n">index_keys</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s1">'number'</span><span class="p">)</span> |
---|
| 1723 | <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">index_vals</span><span class="p">[</span><span class="n">index_number</span><span class="p">])</span> <span class="o">></span> <span class="mi">1</span><span class="p">:</span> |
---|
| 1724 | <span class="n">suffix</span> <span class="o">=</span> <span class="n">suffix</span> <span class="o">+</span> <span class="s1">'.N</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="nb">int</span><span class="p">(</span><span class="n">prod</span><span class="p">[</span><span class="n">index_number</span><span class="p">]))</span> |
---|
| 1725 | |
---|
[274f9ef] | 1726 | <span class="n">fnout</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">prefix</span> <span class="o">+</span> <span class="n">suffix</span><span class="p">)</span> |
---|
| 1727 | <span class="nb">print</span><span class="p">(</span><span class="s2">"outputfile = "</span> <span class="o">+</span> <span class="n">fnout</span><span class="p">)</span> |
---|
| 1728 | <span class="c1"># collect for final processing</span> |
---|
| 1729 | <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">basename</span><span class="p">(</span><span class="n">fnout</span><span class="p">))</span> |
---|
[f66f990] | 1730 | <span class="c1"># get additional precipitation subgrid data if available</span> |
---|
| 1731 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1732 | <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">basename</span><span class="p">(</span><span class="n">fnout</span> <span class="o">+</span> <span class="s1">'_1'</span><span class="p">))</span> |
---|
| 1733 | <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">basename</span><span class="p">(</span><span class="n">fnout</span> <span class="o">+</span> <span class="s1">'_2'</span><span class="p">))</span> |
---|
| 1734 | <span class="c1"># ============================================================================================</span> |
---|
[274f9ef] | 1735 | <span class="c1"># create outputfile and copy all data from intermediate files</span> |
---|
| 1736 | <span class="c1"># to the outputfile (final GRIB input files for FLEXPART)</span> |
---|
| 1737 | <span class="n">orolsm</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">basename</span><span class="p">(</span><span class="n">glob</span><span class="o">.</span><span class="n">glob</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span> <span class="o">+</span> |
---|
| 1738 | <span class="s1">'/OG_OROLSM__SL.*.'</span> <span class="o">+</span> <span class="n">c</span><span class="o">.</span><span class="n">ppid</span> <span class="o">+</span> <span class="s1">'*'</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span> |
---|
| 1739 | <span class="n">fluxfile</span> <span class="o">=</span> <span class="s1">'flux'</span> <span class="o">+</span> <span class="n">cdate</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">2</span><span class="p">]</span> <span class="o">+</span> <span class="n">suffix</span> |
---|
| 1740 | <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">cwc</span><span class="p">:</span> |
---|
| 1741 | <span class="n">flist</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'fort.15'</span><span class="p">,</span> <span class="n">fluxfile</span><span class="p">,</span> <span class="s1">'fort.16'</span><span class="p">,</span> <span class="n">orolsm</span><span class="p">]</span> |
---|
| 1742 | <span class="k">else</span><span class="p">:</span> |
---|
| 1743 | <span class="n">flist</span> <span class="o">=</span> <span class="p">[</span><span class="s1">'fort.15'</span><span class="p">,</span> <span class="s1">'fort.22'</span><span class="p">,</span> <span class="n">fluxfile</span><span class="p">,</span> <span class="s1">'fort.16'</span><span class="p">,</span> <span class="n">orolsm</span><span class="p">]</span> |
---|
| 1744 | |
---|
| 1745 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">fnout</span><span class="p">,</span> <span class="s1">'wb'</span><span class="p">)</span> <span class="k">as</span> <span class="n">fout</span><span class="p">:</span> |
---|
| 1746 | <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">flist</span><span class="p">:</span> |
---|
| 1747 | <span class="n">shutil</span><span class="o">.</span><span class="n">copyfileobj</span><span class="p">(</span><span class="nb">open</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">f</span><span class="p">),</span> <span class="s1">'rb'</span><span class="p">),</span> |
---|
| 1748 | <span class="n">fout</span><span class="p">)</span> |
---|
| 1749 | |
---|
| 1750 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">omega</span><span class="p">:</span> |
---|
| 1751 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">outputdir</span><span class="p">,</span> <span class="s1">'OMEGA'</span><span class="p">),</span> <span class="s1">'wb'</span><span class="p">)</span> <span class="k">as</span> <span class="n">fout</span><span class="p">:</span> |
---|
| 1752 | <span class="n">shutil</span><span class="o">.</span><span class="n">copyfileobj</span><span class="p">(</span><span class="nb">open</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="s1">'fort.25'</span><span class="p">),</span> |
---|
| 1753 | <span class="s1">'rb'</span><span class="p">),</span> <span class="n">fout</span><span class="p">)</span> |
---|
[f66f990] | 1754 | <span class="c1"># ============================================================================================</span> |
---|
[274f9ef] | 1755 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1756 | <span class="n">fwrf</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1757 | |
---|
[2625ca8] | 1758 | <span class="n">codes_index_release</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
[274f9ef] | 1759 | |
---|
| 1760 | <span class="k">return</span></div> |
---|
| 1761 | |
---|
| 1762 | |
---|
[f66f990] | 1763 | <div class="viewcode-block" id="EcFlexpart.calc_extra_elda"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.calc_extra_elda">[docs]</a> <span class="k">def</span> <span class="nf">calc_extra_elda</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">path</span><span class="p">,</span> <span class="n">prefix</span><span class="p">):</span> |
---|
| 1764 | <span class="sd">''' Calculates extra ensemble members for ELDA - Stream.</span> |
---|
| 1765 | |
---|
| 1766 | <span class="sd"> Parameters</span> |
---|
| 1767 | <span class="sd"> ----------</span> |
---|
| 1768 | <span class="sd"> path : str</span> |
---|
| 1769 | <span class="sd"> Path to the output files.</span> |
---|
| 1770 | |
---|
| 1771 | <span class="sd"> prefix : str</span> |
---|
| 1772 | <span class="sd"> The prefix of the output filenames as defined in Control file.</span> |
---|
| 1773 | |
---|
| 1774 | <span class="sd"> Return</span> |
---|
| 1775 | <span class="sd"> ------</span> |
---|
| 1776 | |
---|
| 1777 | <span class="sd"> '''</span> |
---|
| 1778 | <span class="c1"># max number</span> |
---|
| 1779 | <span class="n">maxnum</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">number</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)[</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span> |
---|
| 1780 | |
---|
| 1781 | <span class="c1"># get a list of all prepared output files with control forecast (CF)</span> |
---|
| 1782 | <span class="n">CF_filelist</span> <span class="o">=</span> <span class="n">UioFiles</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="n">prefix</span> <span class="o">+</span> <span class="s1">'*.N000'</span><span class="p">)</span> |
---|
| 1783 | |
---|
| 1784 | <span class="k">for</span> <span class="n">cffile</span> <span class="ow">in</span> <span class="n">CF_filelist</span><span class="o">.</span><span class="n">files</span><span class="p">:</span> |
---|
| 1785 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">cffile</span><span class="p">,</span> <span class="s1">'rb'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> |
---|
| 1786 | <span class="n">cfvalues</span><span class="o">=</span><span class="p">[]</span> |
---|
| 1787 | <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> |
---|
| 1788 | <span class="n">fid</span> <span class="o">=</span> <span class="n">codes_grib_new_from_file</span><span class="p">(</span><span class="n">f</span><span class="p">)</span> |
---|
| 1789 | <span class="k">if</span> <span class="n">fid</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
---|
| 1790 | <span class="k">break</span> |
---|
| 1791 | <span class="n">cfvalues</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">codes_get_array</span><span class="p">(</span><span class="n">fid</span><span class="p">,</span> <span class="s1">'values'</span><span class="p">))</span> |
---|
| 1792 | <span class="n">codes_release</span><span class="p">(</span><span class="n">fid</span><span class="p">)</span> |
---|
| 1793 | |
---|
| 1794 | <span class="n">filename</span> <span class="o">=</span> <span class="n">cffile</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'N000'</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> |
---|
| 1795 | <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">maxnum</span><span class="o">+</span><span class="mi">1</span><span class="p">):</span> <span class="c1"># max number nehmen</span> |
---|
| 1796 | |
---|
| 1797 | <span class="c1"># read an ensemble member</span> |
---|
| 1798 | <span class="n">g</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">filename</span> <span class="o">+</span> <span class="s1">'N</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">i</span><span class="p">),</span> <span class="s1">'rb'</span><span class="p">)</span> |
---|
| 1799 | <span class="c1"># create file for newly calculated ensemble member</span> |
---|
| 1800 | <span class="n">h</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="n">filename</span> <span class="o">+</span> <span class="s1">'N</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">i</span><span class="o">+</span><span class="n">maxnum</span><span class="p">),</span> <span class="s1">'wb'</span><span class="p">)</span> |
---|
| 1801 | <span class="c1"># number of message in grib file</span> |
---|
| 1802 | <span class="n">j</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1803 | <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> |
---|
| 1804 | <span class="n">gid</span> <span class="o">=</span> <span class="n">codes_grib_new_from_file</span><span class="p">(</span><span class="n">g</span><span class="p">)</span> |
---|
| 1805 | <span class="k">if</span> <span class="n">gid</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
---|
| 1806 | <span class="k">break</span> |
---|
| 1807 | <span class="n">values</span> <span class="o">=</span> <span class="n">codes_get_array</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'values'</span><span class="p">)</span> |
---|
| 1808 | <span class="n">codes_set_array</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'values'</span><span class="p">,</span> |
---|
| 1809 | <span class="n">values</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="p">(</span><span class="n">values</span><span class="o">-</span><span class="n">cfvalues</span><span class="p">[</span><span class="n">j</span><span class="p">]))</span> |
---|
| 1810 | <span class="n">codes_set</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="s1">'number'</span><span class="p">,</span> <span class="n">i</span><span class="o">+</span><span class="n">maxnum</span><span class="p">)</span> |
---|
| 1811 | <span class="n">codes_write</span><span class="p">(</span><span class="n">gid</span><span class="p">,</span> <span class="n">h</span><span class="p">)</span> |
---|
| 1812 | <span class="n">codes_release</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1813 | <span class="n">j</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 1814 | |
---|
| 1815 | <span class="n">g</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1816 | <span class="n">h</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1817 | <span class="nb">print</span><span class="p">(</span><span class="s1">'wrote '</span> <span class="o">+</span> <span class="n">filename</span> <span class="o">+</span> <span class="s1">'N</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">i</span><span class="o">+</span><span class="n">maxnum</span><span class="p">))</span> |
---|
| 1818 | <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="o">.</span><span class="n">append</span><span class="p">(</span> |
---|
| 1819 | <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">basename</span><span class="p">(</span><span class="n">filename</span> <span class="o">+</span> <span class="s1">'N</span><span class="si">{:0>3}</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">i</span><span class="o">+</span><span class="n">maxnum</span><span class="p">)))</span> |
---|
| 1820 | |
---|
| 1821 | <span class="k">return</span></div> |
---|
| 1822 | |
---|
| 1823 | |
---|
[274f9ef] | 1824 | <div class="viewcode-block" id="EcFlexpart.process_output"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.process_output">[docs]</a> <span class="k">def</span> <span class="nf">process_output</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span> |
---|
[2625ca8] | 1825 | <span class="sd">'''Postprocessing of FLEXPART input files.</span> |
---|
| 1826 | |
---|
| 1827 | <span class="sd"> The grib files are postprocessed depending on the selection in</span> |
---|
[274f9ef] | 1828 | <span class="sd"> CONTROL file. The resulting files are moved to the output</span> |
---|
| 1829 | <span class="sd"> directory if its not equal to the input directory.</span> |
---|
| 1830 | <span class="sd"> The following modifications might be done if</span> |
---|
| 1831 | <span class="sd"> properly switched in CONTROL file:</span> |
---|
| 1832 | <span class="sd"> GRIB2 - Conversion to GRIB2</span> |
---|
| 1833 | <span class="sd"> ECTRANS - Transfer of files to gateway server</span> |
---|
| 1834 | <span class="sd"> ECSTORAGE - Storage at ECMWF server</span> |
---|
| 1835 | |
---|
| 1836 | <span class="sd"> Parameters</span> |
---|
| 1837 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1838 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1839 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1840 | <span class="sd"> command line.</span> |
---|
| 1841 | |
---|
| 1842 | <span class="sd"> Return</span> |
---|
| 1843 | <span class="sd"> ------</span> |
---|
| 1844 | |
---|
| 1845 | <span class="sd"> '''</span> |
---|
| 1846 | |
---|
| 1847 | <span class="nb">print</span><span class="p">(</span><span class="s1">'</span><span class="se">\n\n</span><span class="s1">Postprocessing:</span><span class="se">\n</span><span class="s1"> Format: </span><span class="si">{}</span><span class="se">\n</span><span class="s1">'</span><span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">format</span><span class="p">))</span> |
---|
| 1848 | |
---|
[f66f990] | 1849 | <span class="k">if</span> <span class="n">_config</span><span class="o">.</span><span class="n">FLAG_ON_ECMWFSERVER</span><span class="p">:</span> |
---|
[274f9ef] | 1850 | <span class="nb">print</span><span class="p">(</span><span class="s1">'ecstorage: </span><span class="si">{}</span><span class="se">\n</span><span class="s1"> ecfsdir: </span><span class="si">{}</span><span class="se">\n</span><span class="s1">'</span><span class="o">.</span> |
---|
| 1851 | <span class="nb">format</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">ecstorage</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">ecfsdir</span><span class="p">))</span> |
---|
| 1852 | <span class="nb">print</span><span class="p">(</span><span class="s1">'ectrans: </span><span class="si">{}</span><span class="se">\n</span><span class="s1"> gateway: </span><span class="si">{}</span><span class="se">\n</span><span class="s1"> destination: </span><span class="si">{}</span><span class="se">\n</span><span class="s1"> '</span> |
---|
| 1853 | <span class="o">.</span><span class="n">format</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">ectrans</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">gateway</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">destination</span><span class="p">))</span> |
---|
| 1854 | |
---|
| 1855 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Output filelist: '</span><span class="p">)</span> |
---|
| 1856 | <span class="nb">print</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="p">)</span> |
---|
| 1857 | |
---|
| 1858 | <span class="k">for</span> <span class="n">ofile</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="p">:</span> |
---|
| 1859 | <span class="n">ofile</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">ofile</span><span class="p">)</span> |
---|
| 1860 | |
---|
| 1861 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">format</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="s1">'grib2'</span><span class="p">:</span> |
---|
[2625ca8] | 1862 | <span class="n">execute_subprocess</span><span class="p">([</span><span class="s1">'grib_set'</span><span class="p">,</span> <span class="s1">'-s'</span><span class="p">,</span> <span class="s1">'edition=2,'</span> <span class="o">+</span> |
---|
| 1863 | <span class="s1">'productDefinitionTemplateNumber=8'</span><span class="p">,</span> |
---|
| 1864 | <span class="n">ofile</span><span class="p">,</span> <span class="n">ofile</span> <span class="o">+</span> <span class="s1">'_2'</span><span class="p">],</span> |
---|
| 1865 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'GRIB2 CONVERSION FAILED!'</span><span class="p">)</span> |
---|
| 1866 | |
---|
| 1867 | <span class="n">execute_subprocess</span><span class="p">([</span><span class="s1">'mv'</span><span class="p">,</span> <span class="n">ofile</span> <span class="o">+</span> <span class="s1">'_2'</span><span class="p">,</span> <span class="n">ofile</span><span class="p">],</span> |
---|
| 1868 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'RENAMING FOR NEW GRIB2 FORMAT '</span> |
---|
| 1869 | <span class="s1">'FILES FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1870 | |
---|
[f66f990] | 1871 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">ectrans</span> <span class="ow">and</span> <span class="n">_config</span><span class="o">.</span><span class="n">FLAG_ON_ECMWFSERVER</span><span class="p">:</span> |
---|
[2625ca8] | 1872 | <span class="n">execute_subprocess</span><span class="p">([</span><span class="s1">'ectrans'</span><span class="p">,</span> <span class="s1">'-overwrite'</span><span class="p">,</span> <span class="s1">'-gateway'</span><span class="p">,</span> |
---|
| 1873 | <span class="n">c</span><span class="o">.</span><span class="n">gateway</span><span class="p">,</span> <span class="s1">'-remote'</span><span class="p">,</span> <span class="n">c</span><span class="o">.</span><span class="n">destination</span><span class="p">,</span> |
---|
| 1874 | <span class="s1">'-source'</span><span class="p">,</span> <span class="n">ofile</span><span class="p">],</span> |
---|
| 1875 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'TRANSFER TO LOCAL SERVER FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1876 | |
---|
[f66f990] | 1877 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">ecstorage</span> <span class="ow">and</span> <span class="n">_config</span><span class="o">.</span><span class="n">FLAG_ON_ECMWFSERVER</span><span class="p">:</span> |
---|
[2625ca8] | 1878 | <span class="n">execute_subprocess</span><span class="p">([</span><span class="s1">'ecp'</span><span class="p">,</span> <span class="s1">'-o'</span><span class="p">,</span> <span class="n">ofile</span><span class="p">,</span> |
---|
| 1879 | <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expandvars</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">ecfsdir</span><span class="p">)],</span> |
---|
| 1880 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'COPY OF FILES TO ECSTORAGE '</span> |
---|
| 1881 | <span class="s1">'AREA FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1882 | |
---|
| 1883 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">outputdir</span> <span class="o">!=</span> <span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">:</span> |
---|
[2625ca8] | 1884 | <span class="n">execute_subprocess</span><span class="p">([</span><span class="s1">'mv'</span><span class="p">,</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">inputdir</span><span class="p">,</span> <span class="n">ofile</span><span class="p">),</span> |
---|
| 1885 | <span class="n">c</span><span class="o">.</span><span class="n">outputdir</span><span class="p">],</span> |
---|
| 1886 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'RELOCATION OF OUTPUT FILES '</span> |
---|
| 1887 | <span class="s1">'TO OUTPUTDIR FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1888 | |
---|
| 1889 | <span class="k">return</span></div> |
---|
| 1890 | |
---|
| 1891 | |
---|
| 1892 | <div class="viewcode-block" id="EcFlexpart.prepare_fp_files"><a class="viewcode-back" href="../api.html#EcFlexpart.EcFlexpart.prepare_fp_files">[docs]</a> <span class="k">def</span> <span class="nf">prepare_fp_files</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">c</span><span class="p">):</span> |
---|
| 1893 | <span class="sd">'''Conversion of GRIB files to FLEXPART binary format.</span> |
---|
| 1894 | |
---|
| 1895 | <span class="sd"> Parameters</span> |
---|
| 1896 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1897 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1898 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1899 | <span class="sd"> command line.</span> |
---|
| 1900 | |
---|
| 1901 | <span class="sd"> Return</span> |
---|
| 1902 | <span class="sd"> ------</span> |
---|
| 1903 | |
---|
| 1904 | <span class="sd"> '''</span> |
---|
| 1905 | <span class="c1"># generate AVAILABLE file</span> |
---|
| 1906 | <span class="c1"># Example of AVAILABLE file data:</span> |
---|
| 1907 | <span class="c1"># 20131107 000000 EN13110700 ON DISC</span> |
---|
| 1908 | <span class="n">clist</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1909 | <span class="k">for</span> <span class="n">ofile</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span><span class="p">:</span> |
---|
| 1910 | <span class="n">fname</span> <span class="o">=</span> <span class="n">ofile</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'/'</span><span class="p">)</span> |
---|
| 1911 | <span class="k">if</span> <span class="s1">'.'</span> <span class="ow">in</span> <span class="n">fname</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]:</span> |
---|
| 1912 | <span class="n">l</span> <span class="o">=</span> <span class="n">fname</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'.'</span><span class="p">)</span> |
---|
| 1913 | <span class="n">timestamp</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strptime</span><span class="p">(</span><span class="n">l</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="o">-</span><span class="mi">6</span><span class="p">:]</span> <span class="o">+</span> <span class="n">l</span><span class="p">[</span><span class="mi">1</span><span class="p">],</span> |
---|
| 1914 | <span class="s1">'%y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1915 | <span class="n">timestamp</span> <span class="o">+=</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="nb">int</span><span class="p">(</span><span class="n">l</span><span class="p">[</span><span class="mi">2</span><span class="p">]))</span> |
---|
| 1916 | <span class="n">cdate</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">timestamp</span><span class="p">,</span> <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1917 | <span class="n">chms</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="n">timestamp</span><span class="p">,</span> <span class="s1">'%H%M%S'</span><span class="p">)</span> |
---|
| 1918 | <span class="k">else</span><span class="p">:</span> |
---|
| 1919 | <span class="n">cdate</span> <span class="o">=</span> <span class="s1">'20'</span> <span class="o">+</span> <span class="n">fname</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">8</span><span class="p">:</span><span class="o">-</span><span class="mi">2</span><span class="p">]</span> |
---|
| 1920 | <span class="n">chms</span> <span class="o">=</span> <span class="n">fname</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][</span><span class="o">-</span><span class="mi">2</span><span class="p">:]</span> <span class="o">+</span> <span class="s1">'0000'</span> |
---|
| 1921 | <span class="n">clist</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cdate</span> <span class="o">+</span> <span class="s1">' '</span> <span class="o">+</span> <span class="n">chms</span> <span class="o">+</span> <span class="s1">' '</span><span class="o">*</span><span class="mi">6</span> <span class="o">+</span> |
---|
| 1922 | <span class="n">fname</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="s1">' '</span><span class="o">*</span><span class="mi">14</span> <span class="o">+</span> <span class="s1">'ON DISC'</span><span class="p">)</span> |
---|
| 1923 | <span class="n">clist</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span> |
---|
| 1924 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">outputdir</span> <span class="o">+</span> <span class="s1">'/'</span> <span class="o">+</span> <span class="s1">'AVAILABLE'</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> |
---|
| 1925 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">'</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">clist</span><span class="p">)</span> <span class="o">+</span> <span class="s1">'</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1926 | |
---|
| 1927 | <span class="c1"># generate pathnames file</span> |
---|
| 1928 | <span class="n">pwd</span> <span class="o">=</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">abspath</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">outputdir</span><span class="p">)</span> |
---|
| 1929 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/pathnames'</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> |
---|
| 1930 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/Options/</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1931 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1932 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1933 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/AVAILABLE</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1934 | <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s1">' = == = == = == = == = == == = </span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
---|
| 1935 | |
---|
| 1936 | <span class="c1"># create Options dir if necessary</span> |
---|
| 1937 | <span class="k">if</span> <span class="ow">not</span> <span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">exists</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/Options'</span><span class="p">):</span> |
---|
| 1938 | <span class="n">make_dir</span><span class="p">(</span><span class="n">pwd</span><span class="o">+</span><span class="s1">'/Options'</span><span class="p">)</span> |
---|
| 1939 | |
---|
| 1940 | <span class="c1"># read template COMMAND file</span> |
---|
| 1941 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expandvars</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span> |
---|
[2625ca8] | 1942 | <span class="n">c</span><span class="o">.</span><span class="n">flexpartdir</span><span class="p">))</span> <span class="o">+</span> <span class="s1">'/../Options/COMMAND'</span><span class="p">,</span> <span class="s1">'r'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> |
---|
[274f9ef] | 1943 | <span class="n">lflist</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">()</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
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| 1944 | |
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| 1945 | <span class="c1"># find index of list where to put in the</span> |
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| 1946 | <span class="c1"># date and time information</span> |
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| 1947 | <span class="c1"># usually after the LDIRECT parameter</span> |
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| 1948 | <span class="n">i</span> <span class="o">=</span> <span class="mi">0</span> |
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| 1949 | <span class="k">for</span> <span class="n">l</span> <span class="ow">in</span> <span class="n">lflist</span><span class="p">:</span> |
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| 1950 | <span class="k">if</span> <span class="s1">'LDIRECT'</span> <span class="ow">in</span> <span class="n">l</span><span class="o">.</span><span class="n">upper</span><span class="p">():</span> |
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| 1951 | <span class="k">break</span> |
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| 1952 | <span class="n">i</span> <span class="o">+=</span> <span class="mi">1</span> |
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| 1953 | |
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| 1954 | <span class="c1"># insert the date and time information of run start and end</span> |
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| 1955 | <span class="c1"># into the list of lines of COMMAND file</span> |
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| 1956 | <span class="n">lflist</span> <span class="o">=</span> <span class="n">lflist</span><span class="p">[:</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> \ |
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| 1957 | <span class="p">[</span><span class="n">clist</span><span class="p">[</span><span class="mi">0</span><span class="p">][:</span><span class="mi">16</span><span class="p">],</span> <span class="n">clist</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">][:</span><span class="mi">16</span><span class="p">]]</span> <span class="o">+</span> \ |
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| 1958 | <span class="n">lflist</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">3</span><span class="p">:]</span> |
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| 1959 | |
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| 1960 | <span class="c1"># write the new COMMAND file</span> |
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| 1961 | <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="n">pwd</span> <span class="o">+</span> <span class="s1">'/Options/COMMAND'</span><span class="p">,</span> <span class="s1">'w'</span><span class="p">)</span> <span class="k">as</span> <span class="n">g</span><span class="p">:</span> |
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| 1962 | <span class="n">g</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s1">'</span><span class="se">\n</span><span class="s1">'</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">lflist</span><span class="p">)</span> <span class="o">+</span> <span class="s1">'</span><span class="se">\n</span><span class="s1">'</span><span class="p">)</span> |
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| 1963 | |
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| 1964 | <span class="c1"># change to outputdir and start the grib2flexpart run</span> |
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| 1965 | <span class="c1"># afterwards switch back to the working dir</span> |
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| 1966 | <span class="n">os</span><span class="o">.</span><span class="n">chdir</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">outputdir</span><span class="p">)</span> |
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[2625ca8] | 1967 | <span class="n">cmd</span> <span class="o">=</span> <span class="p">[</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expandvars</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">path</span><span class="o">.</span><span class="n">expanduser</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">flexpartdir</span><span class="p">))</span> <span class="o">+</span> |
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| 1968 | <span class="s1">'/../FLEXPART_PROGRAM/grib2flexpart'</span><span class="p">,</span> <span class="s1">'useAvailable'</span><span class="p">,</span> <span class="s1">'.'</span><span class="p">]</span> |
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| 1969 | <span class="n">execute_subprocess</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span> |
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[274f9ef] | 1970 | <span class="n">os</span><span class="o">.</span><span class="n">chdir</span><span class="p">(</span><span class="n">pwd</span><span class="p">)</span> |
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| 1971 | |
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| 1972 | <span class="k">return</span></div></div> |
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| 1973 | </pre></div> |
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| 1974 | |
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| 1975 | </div> |
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| 1976 | |
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| 1977 | </div> |
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| 1978 | <footer> |
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| 1979 | |
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| 1980 | |
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| 1981 | <hr/> |
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| 1982 | |
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| 1983 | <div role="contentinfo"> |
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| 1984 | <p> |
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[f66f990] | 1985 | © Copyright 2018, Anne Philipp and Leopold Haimberger. |
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[274f9ef] | 1986 | |
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| 1987 | </p> |
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| 1988 | </div> |
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| 1989 | Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a <a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a> provided by <a href="https://readthedocs.org">Read the Docs</a>. |
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| 1990 | |
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| 1991 | </footer> |
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| 1992 | |
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| 1993 | </div> |
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| 1994 | </div> |
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| 1995 | |
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| 1996 | </section> |
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| 1997 | |
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| 1998 | </div> |
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| 1999 | |
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| 2000 | |
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| 2001 | |
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| 2002 | |
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| 2003 | |
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[f66f990] | 2004 | <script type="text/javascript"> |
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| 2005 | var DOCUMENTATION_OPTIONS = { |
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| 2006 | URL_ROOT:'../', |
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| 2010 | FILE_SUFFIX:'.html', |
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| 2011 | HAS_SOURCE: true, |
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| 2012 | SOURCELINK_SUFFIX: '.txt' |
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| 2013 | }; |
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| 2014 | </script> |
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[274f9ef] | 2019 | |
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| 2020 | |
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| 2021 | |
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| 2022 | <script type="text/javascript" src="../_static/js/theme.js"></script> |
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| 2023 | |
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| 2024 | <script type="text/javascript"> |
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| 2025 | jQuery(function () { |
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| 2026 | SphinxRtdTheme.Navigation.enable(true); |
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| 2030 | </body> |
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| 2031 | </html> |
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