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| 49 | <a href="../index.html" class="icon icon-home"> flex_extract |
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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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| 138 | <li>EcFlexpart</li> |
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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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| 222 | <span class="n">codes_index_release</span><span class="p">,</span> <span class="n">codes_index_get</span><span class="p">)</span> |
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[274f9ef] | 223 | |
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| 224 | <span class="c1"># software specific classes and modules from flex_extract</span> |
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| 225 | <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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| 226 | <span class="kn">import</span> <span class="nn">_config</span> |
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[2625ca8] | 227 | <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] | 228 | <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] | 229 | <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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| 230 | <span class="n">execute_subprocess</span><span class="p">)</span> |
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[274f9ef] | 231 | <span class="kn">from</span> <span class="nn">MarsRetrieval</span> <span class="k">import</span> <span class="n">MarsRetrieval</span> |
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| 232 | <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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| 233 | |
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| 234 | <span class="c1"># ------------------------------------------------------------------------------</span> |
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| 235 | <span class="c1"># CLASS</span> |
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| 236 | <span class="c1"># ------------------------------------------------------------------------------</span> |
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| 237 | <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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| 238 | <span class="sd">'''</span> |
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[2625ca8] | 239 | <span class="sd"> Class to represent FLEXPART specific ECMWF data.</span> |
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| 240 | |
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| 241 | <span class="sd"> FLEXPART needs grib files in a specifc format. All necessary data fields</span> |
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| 242 | <span class="sd"> for one time step are stored in a single file. The class represents an</span> |
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| 243 | <span class="sd"> instance with all the parameter and settings necessary for retrieving</span> |
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| 244 | <span class="sd"> MARS data and modifing them so they are fitting FLEXPART needs. The class</span> |
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| 245 | <span class="sd"> is able to disaggregate the fluxes and convert grid types to the one needed</span> |
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| 246 | <span class="sd"> by FLEXPART, therefore using the FORTRAN program.</span> |
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| 247 | |
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| 248 | <span class="sd"> Attributes</span> |
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| 249 | <span class="sd"> ----------</span> |
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| 250 | <span class="sd"> mreq_count : int</span> |
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| 251 | <span class="sd"> Counter for the number of generated mars requests.</span> |
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| 252 | |
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| 253 | <span class="sd"> inputdir : str</span> |
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| 254 | <span class="sd"> Path to the directory where the retrieved data is stored.</span> |
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| 255 | |
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| 256 | <span class="sd"> dataset : str</span> |
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| 257 | <span class="sd"> For public datasets there is the specific naming and parameter</span> |
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| 258 | <span class="sd"> dataset which has to be used to characterize the type of</span> |
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| 259 | <span class="sd"> data.</span> |
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| 260 | |
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| 261 | <span class="sd"> basetime : str</span> |
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| 262 | <span class="sd"> The time for a half day retrieval. The 12 hours upfront are to be</span> |
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| 263 | <span class="sd"> retrieved.</span> |
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| 264 | |
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| 265 | <span class="sd"> dtime : str</span> |
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| 266 | <span class="sd"> Time step in hours.</span> |
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| 267 | |
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| 268 | <span class="sd"> acctype : str</span> |
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| 269 | <span class="sd"> The field type for the accumulated forecast fields.</span> |
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| 270 | |
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| 271 | <span class="sd"> acctime : str</span> |
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| 272 | <span class="sd"> The starting time from the accumulated forecasts.</span> |
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| 273 | |
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| 274 | <span class="sd"> accmaxstep : str</span> |
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| 275 | <span class="sd"> The maximum forecast step for the accumulated forecast fields.</span> |
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| 276 | |
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| 277 | <span class="sd"> marsclass : str</span> |
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| 278 | <span class="sd"> Characterisation of dataset.</span> |
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| 279 | |
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| 280 | <span class="sd"> stream : str</span> |
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| 281 | <span class="sd"> Identifies the forecasting system used to generate the data.</span> |
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| 282 | |
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| 283 | <span class="sd"> number : str</span> |
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| 284 | <span class="sd"> Selects the member in ensemble forecast run.</span> |
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| 285 | |
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| 286 | <span class="sd"> resol : str</span> |
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| 287 | <span class="sd"> Specifies the desired triangular truncation of retrieved data,</span> |
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| 288 | <span class="sd"> before carrying out any other selected post-processing.</span> |
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| 289 | |
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| 290 | <span class="sd"> accuracy : str</span> |
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| 291 | <span class="sd"> Specifies the number of bits per value to be used in the</span> |
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| 292 | <span class="sd"> generated GRIB coded fields.</span> |
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| 293 | |
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| 294 | <span class="sd"> addpar : str</span> |
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| 295 | <span class="sd"> List of additional parameters to be retrieved.</span> |
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| 296 | |
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| 297 | <span class="sd"> level : str</span> |
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| 298 | <span class="sd"> Specifies the maximum level.</span> |
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| 299 | |
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| 300 | <span class="sd"> expver : str</span> |
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| 301 | <span class="sd"> The version of the dataset.</span> |
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| 302 | |
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| 303 | <span class="sd"> levelist : str</span> |
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| 304 | <span class="sd"> Specifies the required levels.</span> |
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| 305 | |
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| 306 | <span class="sd"> glevelist : str</span> |
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| 307 | <span class="sd"> Specifies the required levels for gaussian grids.</span> |
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| 308 | |
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| 309 | <span class="sd"> gaussian : str</span> |
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| 310 | <span class="sd"> This parameter is deprecated and should no longer be used.</span> |
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| 311 | <span class="sd"> Specifies the desired type of Gaussian grid for the output.</span> |
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| 312 | |
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| 313 | <span class="sd"> grid : str</span> |
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| 314 | <span class="sd"> Specifies the output grid which can be either a Gaussian grid</span> |
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| 315 | <span class="sd"> or a Latitude/Longitude grid.</span> |
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| 316 | |
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| 317 | <span class="sd"> area : str</span> |
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| 318 | <span class="sd"> Specifies the desired sub-area of data to be extracted.</span> |
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| 319 | |
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| 320 | <span class="sd"> purefc : int</span> |
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| 321 | <span class="sd"> Switch for definition of pure forecast mode or not.</span> |
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| 322 | |
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| 323 | <span class="sd"> outputfilelist : list of str</span> |
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| 324 | <span class="sd"> The final list of FLEXPART ready input files.</span> |
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| 325 | |
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| 326 | <span class="sd"> types : dictionary</span> |
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| 327 | <span class="sd"> Determines the combination of type of fields, time and forecast step</span> |
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| 328 | <span class="sd"> to be retrieved.</span> |
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| 329 | |
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| 330 | <span class="sd"> params : dictionary</span> |
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| 331 | <span class="sd"> Collection of grid types and their corresponding parameters,</span> |
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| 332 | <span class="sd"> levels, level types and the grid definition.</span> |
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| 333 | |
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| 334 | <span class="sd"> server : ECMWFService or ECMWFDataServer</span> |
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| 335 | <span class="sd"> This is the connection to the ECMWF data servers.</span> |
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| 336 | |
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| 337 | <span class="sd"> public : int</span> |
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| 338 | <span class="sd"> Decides which Web API Server version is used.</span> |
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| 339 | |
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| 340 | <span class="sd"> dates : str</span> |
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| 341 | <span class="sd"> Contains start and end date of the retrieval in the format</span> |
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| 342 | <span class="sd"> "YYYYMMDD/to/YYYYMMDD"</span> |
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[274f9ef] | 343 | <span class="sd"> '''</span> |
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[2625ca8] | 344 | |
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[274f9ef] | 345 | <span class="c1"># --------------------------------------------------------------------------</span> |
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| 346 | <span class="c1"># CLASS FUNCTIONS</span> |
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| 347 | <span class="c1"># --------------------------------------------------------------------------</span> |
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| 348 | <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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| 349 | <span class="sd">'''Creates an object/instance of EcFlexpart with the associated</span> |
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| 350 | <span class="sd"> settings of its attributes for the retrieval.</span> |
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| 351 | |
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| 352 | <span class="sd"> Parameters:</span> |
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| 353 | <span class="sd"> -----------</span> |
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[2625ca8] | 354 | <span class="sd"> c : ControlFile</span> |
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[274f9ef] | 355 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
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| 356 | <span class="sd"> command line.</span> |
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| 357 | |
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[2625ca8] | 358 | <span class="sd"> fluxes : boolean, optional</span> |
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[274f9ef] | 359 | <span class="sd"> Decides if the flux parameter settings are stored or</span> |
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| 360 | <span class="sd"> the rest of the parameter list.</span> |
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| 361 | <span class="sd"> Default value is False.</span> |
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| 362 | |
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| 363 | <span class="sd"> Return</span> |
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| 364 | <span class="sd"> ------</span> |
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| 365 | |
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| 366 | <span class="sd"> '''</span> |
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[2625ca8] | 367 | <span class="c1"># set a counter for the number of generated mars requests</span> |
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[274f9ef] | 368 | <span class="bp">self</span><span class="o">.</span><span class="n">mreq_count</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 369 | |
---|
| 370 | <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> |
---|
| 371 | <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> |
---|
| 372 | <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> |
---|
| 373 | <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] | 374 | <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> |
---|
| 375 | <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> |
---|
| 376 | <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> |
---|
| 377 | <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> |
---|
| 378 | <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> |
---|
| 379 | <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> |
---|
| 380 | <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> |
---|
| 381 | <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> |
---|
| 382 | <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> |
---|
| 383 | <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> |
---|
| 384 | <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> |
---|
| 385 | <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> |
---|
| 386 | <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> |
---|
| 387 | <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> |
---|
| 388 | <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> |
---|
| 389 | <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> |
---|
| 390 | <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> |
---|
| 391 | <span class="bp">self</span><span class="o">.</span><span class="n">outputfilelist</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 392 | |
---|
| 393 | <span class="c1"># Define the different types of field combinations (type, time, step)</span> |
---|
| 394 | <span class="bp">self</span><span class="o">.</span><span class="n">types</span> <span class="o">=</span> <span class="p">{}</span> |
---|
| 395 | <span class="c1"># Define the parameters and their level types, level list and</span> |
---|
| 396 | <span class="c1"># grid resolution for the retrieval job</span> |
---|
| 397 | <span class="bp">self</span><span class="o">.</span><span class="n">params</span> <span class="o">=</span> <span class="p">{}</span> |
---|
| 398 | |
---|
| 399 | <span class="k">if</span> <span class="n">fluxes</span><span class="p">:</span> |
---|
| 400 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_params_fluxes</span><span class="p">()</span> |
---|
| 401 | <span class="k">else</span><span class="p">:</span> |
---|
| 402 | <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> |
---|
| 403 | |
---|
| 404 | <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> |
---|
| 405 | <span class="bp">self</span><span class="o">.</span><span class="n">_create_field_types_fluxes</span><span class="p">()</span> |
---|
[274f9ef] | 406 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 407 | <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> |
---|
| 408 | <span class="k">return</span> |
---|
| 409 | |
---|
| 410 | <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> |
---|
| 411 | <span class="sd">'''Create the combination of field type, time and forecast step.</span> |
---|
| 412 | |
---|
| 413 | <span class="sd"> Parameters:</span> |
---|
| 414 | <span class="sd"> -----------</span> |
---|
| 415 | <span class="sd"> ftype : list of str</span> |
---|
| 416 | <span class="sd"> List of field types.</span> |
---|
| 417 | |
---|
| 418 | <span class="sd"> ftime : list of str</span> |
---|
| 419 | <span class="sd"> The time in hours of the field.</span> |
---|
| 420 | |
---|
| 421 | <span class="sd"> fstep : str</span> |
---|
| 422 | <span class="sd"> Specifies the forecast time step from forecast base time.</span> |
---|
| 423 | <span class="sd"> Valid values are hours (HH) from forecast base time.</span> |
---|
| 424 | |
---|
| 425 | <span class="sd"> Return</span> |
---|
| 426 | <span class="sd"> ------</span> |
---|
| 427 | |
---|
| 428 | <span class="sd"> '''</span> |
---|
| 429 | <span class="n">i</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 430 | <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> |
---|
| 431 | <span class="n">btlist</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="mi">24</span><span class="p">)</span> |
---|
| 432 | <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="s1">'12'</span><span class="p">:</span> |
---|
| 433 | <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> |
---|
| 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="s1">'00'</span><span class="p">:</span> |
---|
| 435 | <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> |
---|
| 436 | |
---|
| 437 | <span class="c1"># if ((ty.upper() == 'AN' and (int(c.time[i]) % int(c.dtime)) == 0) or</span> |
---|
| 438 | <span class="c1"># (ty.upper() != 'AN' and (int(c.step[i]) % int(c.dtime)) == 0 and</span> |
---|
| 439 | <span class="c1"># (int(c.step[i]) % int(c.dtime) == 0)) ) and \</span> |
---|
| 440 | <span class="c1"># (int(c.time[i]) in btlist or c.purefc):</span> |
---|
| 441 | |
---|
| 442 | <span class="k">if</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="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> |
---|
| 443 | |
---|
| 444 | <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> |
---|
| 445 | <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] | 446 | |
---|
| 447 | <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> |
---|
| 448 | <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> |
---|
| 449 | |
---|
| 450 | <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> |
---|
| 451 | <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> |
---|
| 452 | <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> |
---|
| 453 | <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> |
---|
| 454 | |
---|
| 455 | <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> |
---|
| 456 | <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> |
---|
| 457 | <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> |
---|
| 458 | <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] | 459 | <span class="n">i</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 460 | <span class="k">return</span> |
---|
[274f9ef] | 461 | |
---|
[2625ca8] | 462 | <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> |
---|
| 463 | <span class="sd">'''Create the combination of field type, time and forecast step</span> |
---|
| 464 | <span class="sd"> for the flux data.</span> |
---|
[274f9ef] | 465 | |
---|
[2625ca8] | 466 | <span class="sd"> Parameters:</span> |
---|
| 467 | <span class="sd"> -----------</span> |
---|
[274f9ef] | 468 | |
---|
[2625ca8] | 469 | <span class="sd"> Return</span> |
---|
| 470 | <span class="sd"> ------</span> |
---|
[274f9ef] | 471 | |
---|
[2625ca8] | 472 | <span class="sd"> '''</span> |
---|
| 473 | <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> |
---|
| 474 | <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> |
---|
| 475 | <span class="bp">self</span><span class="o">.</span><span class="n">dtime</span><span class="p">,</span> |
---|
| 476 | <span class="bp">self</span><span class="o">.</span><span class="n">accmaxstep</span><span class="p">,</span> |
---|
| 477 | <span class="bp">self</span><span class="o">.</span><span class="n">dtime</span><span class="p">)}</span> |
---|
| 478 | <span class="k">return</span> |
---|
[274f9ef] | 479 | |
---|
[2625ca8] | 480 | <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> |
---|
| 481 | <span class="sd">'''Define the specific parameter settings for retrievment.</span> |
---|
| 482 | |
---|
| 483 | <span class="sd"> The different parameters need specific grid types and level types</span> |
---|
| 484 | <span class="sd"> for retrievement. We might get following combination of types</span> |
---|
| 485 | <span class="sd"> (depending on selection and availability):</span> |
---|
| 486 | <span class="sd"> (These are short cuts for the grib file names (leading sequence)</span> |
---|
| 487 | <span class="sd"> SH__ML, OG__ML, GG__ML, SH__SL, OG__SL, GG__SL, OG_OROLSM_SL</span> |
---|
| 488 | <span class="sd"> where:</span> |
---|
| 489 | <span class="sd"> SH = Spherical Harmonics, GG = Gaussian Grid, OG = Output Grid,</span> |
---|
| 490 | <span class="sd"> ML = Model Level, SL = Surface Level</span> |
---|
| 491 | |
---|
| 492 | <span class="sd"> For each of this combination there is a list of parameter names,</span> |
---|
| 493 | <span class="sd"> the level type, the level list and the grid resolution.</span> |
---|
| 494 | |
---|
| 495 | <span class="sd"> There are different scenarios for data extraction from MARS:</span> |
---|
| 496 | <span class="sd"> 1) Retrieval of etadot</span> |
---|
| 497 | <span class="sd"> eta=1, gauss=0, omega=0</span> |
---|
| 498 | <span class="sd"> 2) Calculation of etadot from divergence</span> |
---|
| 499 | <span class="sd"> eta=0, gauss=1, omega=0</span> |
---|
| 500 | <span class="sd"> 3) Calculation of etadot from omega (for makes sense for debugging)</span> |
---|
| 501 | <span class="sd"> eta=0, gauss=0, omega=1</span> |
---|
| 502 | <span class="sd"> 4) Retrieval and Calculation of etadot (only for debugging)</span> |
---|
| 503 | <span class="sd"> eta=1, gauss=1, omega=0</span> |
---|
| 504 | <span class="sd"> 5) Download also specific model and surface level data for FLEXPART-WRF</span> |
---|
[274f9ef] | 505 | |
---|
[2625ca8] | 506 | <span class="sd"> Parameters:</span> |
---|
| 507 | <span class="sd"> -----------</span> |
---|
| 508 | <span class="sd"> gauss : int</span> |
---|
| 509 | <span class="sd"> Gaussian grid is retrieved.</span> |
---|
[274f9ef] | 510 | |
---|
[2625ca8] | 511 | <span class="sd"> eta : int</span> |
---|
| 512 | <span class="sd"> Etadot parameter will be directly retrieved.</span> |
---|
[274f9ef] | 513 | |
---|
[2625ca8] | 514 | <span class="sd"> omega : int</span> |
---|
| 515 | <span class="sd"> The omega paramterwill be retrieved.</span> |
---|
| 516 | |
---|
| 517 | <span class="sd"> cwc : int</span> |
---|
| 518 | <span class="sd"> The cloud liquid and ice water content will be retrieved.</span> |
---|
| 519 | |
---|
| 520 | <span class="sd"> wrf : int</span> |
---|
| 521 | <span class="sd"> Additional model level and surface level data will be retrieved for</span> |
---|
| 522 | <span class="sd"> WRF/FLEXPART-WRF simulations.</span> |
---|
| 523 | |
---|
| 524 | <span class="sd"> Return</span> |
---|
| 525 | <span class="sd"> ------</span> |
---|
[274f9ef] | 526 | |
---|
[2625ca8] | 527 | <span class="sd"> '''</span> |
---|
| 528 | <span class="c1"># SURFACE FIELDS</span> |
---|
| 529 | <span class="c1">#-----------------------------------------------------------------------</span> |
---|
| 530 | <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> |
---|
| 531 | <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> \ |
---|
| 532 | <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> |
---|
| 533 | <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">addpar</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="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> |
---|
| 535 | |
---|
| 536 | <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> |
---|
| 537 | <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> |
---|
| 538 | <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> |
---|
| 539 | <span class="k">else</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/SR"</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 | |
---|
| 543 | <span class="c1"># MODEL LEVEL FIELDS</span> |
---|
| 544 | <span class="c1">#-----------------------------------------------------------------------</span> |
---|
| 545 | <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> |
---|
| 546 | |
---|
| 547 | <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> |
---|
| 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="mi">0</span><span class="p">]</span> <span class="o">+=</span> <span class="s1">'/U/V/ETADOT'</span> |
---|
| 549 | <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> |
---|
| 550 | <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> \ |
---|
| 551 | <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> |
---|
| 552 | <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> |
---|
| 553 | <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> |
---|
| 554 | <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> |
---|
[274f9ef] | 555 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 556 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Warning: Collecting etadot and parameters for gaussian grid </span><span class="se">\</span> |
---|
| 557 | <span class="s1"> is a very costly parameter combination, </span><span class="se">\</span> |
---|
| 558 | <span class="s1"> use this combination only for debugging!'</span><span class="p">)</span> |
---|
| 559 | <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> \ |
---|
| 560 | <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> |
---|
| 561 | <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/77'</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> \ |
---|
| 562 | <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> |
---|
| 563 | |
---|
| 564 | <span class="k">if</span> <span class="n">omega</span><span class="p">:</span> |
---|
| 565 | <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> |
---|
| 566 | |
---|
| 567 | <span class="k">if</span> <span class="n">cwc</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">'/CLWC/CIWC'</span> |
---|
| 569 | |
---|
| 570 | <span class="c1"># ADDITIONAL FIELDS FOR FLEXPART-WRF MODEL (IF QUESTIONED)</span> |
---|
| 571 | <span class="c1">#-----------------------------------------------------------------------</span> |
---|
| 572 | <span class="k">if</span> <span class="n">wrf</span><span class="p">:</span> |
---|
| 573 | <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> |
---|
| 574 | <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> |
---|
| 575 | <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> |
---|
| 576 | <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> |
---|
| 577 | <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> |
---|
| 578 | <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> |
---|
| 579 | <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> |
---|
| 580 | <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> |
---|
| 581 | |
---|
| 582 | <span class="k">return</span> |
---|
| 583 | |
---|
| 584 | |
---|
| 585 | <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> |
---|
| 586 | <span class="sd">'''Define the parameter setting for flux data.</span> |
---|
[274f9ef] | 587 | |
---|
[2625ca8] | 588 | <span class="sd"> Flux data are accumulated fields in time and are stored on the</span> |
---|
| 589 | <span class="sd"> surface level. The leading short cut name for the grib files is:</span> |
---|
| 590 | <span class="sd"> "OG_acc_SL" with OG for Regular Output Grid, SL for Surface Level, and</span> |
---|
| 591 | <span class="sd"> acc for Accumulated Grid.</span> |
---|
| 592 | <span class="sd"> The params dictionary stores a list of parameter names, the level type,</span> |
---|
| 593 | <span class="sd"> the level list and the grid resolution.</span> |
---|
| 594 | |
---|
| 595 | <span class="sd"> The flux data are: LSP/CP/SSHF/EWSS/NSSS/SSR</span> |
---|
| 596 | |
---|
| 597 | <span class="sd"> Parameters:</span> |
---|
| 598 | <span class="sd"> -----------</span> |
---|
| 599 | |
---|
| 600 | <span class="sd"> Return</span> |
---|
| 601 | <span class="sd"> ------</span> |
---|
| 602 | |
---|
| 603 | <span class="sd"> '''</span> |
---|
| 604 | <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> \ |
---|
| 605 | <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] | 606 | <span class="k">return</span> |
---|
| 607 | |
---|
| 608 | |
---|
| 609 | <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> |
---|
| 610 | <span class="sd">'''Creates the filename for the requested grib data to be stored in.</span> |
---|
| 611 | <span class="sd"> This name is passed as the "target" parameter in the request.</span> |
---|
| 612 | |
---|
| 613 | <span class="sd"> Parameters</span> |
---|
| 614 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 615 | <span class="sd"> ftype : str</span> |
---|
[274f9ef] | 616 | <span class="sd"> Shortcut name of the type of the field. E.g. AN, FC, PF, ...</span> |
---|
| 617 | |
---|
[2625ca8] | 618 | <span class="sd"> param : str</span> |
---|
[274f9ef] | 619 | <span class="sd"> Shortcut of the grid type. E.g. SH__ML, SH__SL, GG__ML,</span> |
---|
| 620 | <span class="sd"> GG__SL, OG__ML, OG__SL, OG_OROLSM_SL, OG_acc_SL</span> |
---|
| 621 | |
---|
[2625ca8] | 622 | <span class="sd"> date : str</span> |
---|
[274f9ef] | 623 | <span class="sd"> The date period of the grib data to be stored in this file.</span> |
---|
| 624 | |
---|
| 625 | <span class="sd"> Return</span> |
---|
| 626 | <span class="sd"> ------</span> |
---|
[2625ca8] | 627 | <span class="sd"> targetname : str</span> |
---|
[274f9ef] | 628 | <span class="sd"> The target filename for the grib data.</span> |
---|
| 629 | <span class="sd"> '''</span> |
---|
| 630 | <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> |
---|
| 631 | <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> |
---|
| 632 | |
---|
| 633 | <span class="k">return</span> <span class="n">targetname</span> |
---|
| 634 | |
---|
| 635 | |
---|
| 636 | <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> |
---|
| 637 | <span class="sd">'''Creates the Mars Retrieval and prints or submits the request</span> |
---|
| 638 | <span class="sd"> depending on the status of the request variable.</span> |
---|
| 639 | |
---|
| 640 | <span class="sd"> Parameters</span> |
---|
| 641 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 642 | <span class="sd"> request : int</span> |
---|
[274f9ef] | 643 | <span class="sd"> Selects the mode of retrieval.</span> |
---|
| 644 | <span class="sd"> 0: Retrieves the data from ECMWF.</span> |
---|
| 645 | <span class="sd"> 1: Prints the mars requests to an output file.</span> |
---|
| 646 | <span class="sd"> 2: Retrieves the data and prints the mars request.</span> |
---|
| 647 | |
---|
[2625ca8] | 648 | <span class="sd"> par_dict : dictionary</span> |
---|
[274f9ef] | 649 | <span class="sd"> Contains all parameter which have to be set for creating the</span> |
---|
| 650 | <span class="sd"> Mars Retrievals. The parameter are:</span> |
---|
| 651 | <span class="sd"> marsclass, dataset, stream, type, levtype, levelist, resol,</span> |
---|
| 652 | <span class="sd"> gaussian, accuracy, grid, target, area, date, time, number,</span> |
---|
| 653 | <span class="sd"> step, expver, param</span> |
---|
| 654 | |
---|
| 655 | <span class="sd"> Return</span> |
---|
| 656 | <span class="sd"> ------</span> |
---|
| 657 | |
---|
| 658 | <span class="sd"> '''</span> |
---|
| 659 | <span class="c1"># increase number of mars requests</span> |
---|
| 660 | <span class="bp">self</span><span class="o">.</span><span class="n">mreq_count</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 661 | |
---|
| 662 | <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> |
---|
| 663 | <span class="bp">self</span><span class="o">.</span><span class="n">public</span><span class="p">,</span> |
---|
| 664 | <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> |
---|
| 665 | <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> |
---|
| 666 | <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> |
---|
| 667 | <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> |
---|
| 668 | <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> |
---|
| 669 | <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> |
---|
| 670 | <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> |
---|
| 671 | <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> |
---|
| 672 | <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> |
---|
| 673 | <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> |
---|
| 674 | <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> |
---|
| 675 | <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> |
---|
| 676 | <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> |
---|
| 677 | <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> |
---|
| 678 | <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> |
---|
| 679 | <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> |
---|
| 680 | <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> |
---|
| 681 | <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> |
---|
| 682 | |
---|
| 683 | <span class="k">if</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> |
---|
| 684 | <span class="n">MR</span><span class="o">.</span><span class="n">display_info</span><span class="p">()</span> |
---|
| 685 | <span class="n">MR</span><span class="o">.</span><span class="n">data_retrieve</span><span class="p">()</span> |
---|
| 686 | <span class="k">elif</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> |
---|
| 687 | <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> |
---|
| 688 | <span class="k">elif</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">2</span><span class="p">:</span> |
---|
| 689 | <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> |
---|
| 690 | <span class="n">MR</span><span class="o">.</span><span class="n">display_info</span><span class="p">()</span> |
---|
| 691 | <span class="n">MR</span><span class="o">.</span><span class="n">data_retrieve</span><span class="p">()</span> |
---|
| 692 | <span class="k">else</span><span class="p">:</span> |
---|
| 693 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Failure'</span><span class="p">)</span> |
---|
| 694 | |
---|
| 695 | <span class="k">return</span> |
---|
| 696 | |
---|
| 697 | |
---|
| 698 | <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> |
---|
| 699 | <span class="sd">'''Creates an index file for a set of grib parameter keys.</span> |
---|
| 700 | <span class="sd"> The values from the index keys are returned in a list.</span> |
---|
| 701 | |
---|
| 702 | <span class="sd"> Parameters</span> |
---|
| 703 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 704 | <span class="sd"> keys : dictionary</span> |
---|
[274f9ef] | 705 | <span class="sd"> List of parameter names which serves as index.</span> |
---|
| 706 | |
---|
[2625ca8] | 707 | <span class="sd"> inputfiles : UioFiles</span> |
---|
[274f9ef] | 708 | <span class="sd"> Contains a list of files.</span> |
---|
| 709 | |
---|
| 710 | <span class="sd"> Return</span> |
---|
| 711 | <span class="sd"> ------</span> |
---|
[2625ca8] | 712 | <span class="sd"> iid : codes_index</span> |
---|
[274f9ef] | 713 | <span class="sd"> This is a grib specific index structure to access</span> |
---|
| 714 | <span class="sd"> messages in a file.</span> |
---|
| 715 | |
---|
[2625ca8] | 716 | <span class="sd"> index_vals : list of list of str</span> |
---|
[274f9ef] | 717 | <span class="sd"> Contains the values from the keys used for a distinct selection</span> |
---|
| 718 | <span class="sd"> of grib messages in processing the grib files.</span> |
---|
| 719 | <span class="sd"> Content looks like e.g.:</span> |
---|
| 720 | <span class="sd"> index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
| 721 | <span class="sd"> index_vals[1]: ('0', '1200', '1800', '600') ; time</span> |
---|
| 722 | <span class="sd"> index_vals[2]: ('0', '12', '3', '6', '9') ; stepRange</span> |
---|
| 723 | <span class="sd"> '''</span> |
---|
| 724 | <span class="n">iid</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 725 | <span class="n">index_keys</span> <span class="o">=</span> <span class="n">keys</span> |
---|
| 726 | |
---|
| 727 | <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> |
---|
| 728 | <span class="n">silent_remove</span><span class="p">(</span><span class="n">indexfile</span><span class="p">)</span> |
---|
[2625ca8] | 729 | <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] | 730 | <span class="c1"># creates new index file</span> |
---|
| 731 | <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> |
---|
| 732 | |
---|
| 733 | <span class="c1"># read the values of index keys</span> |
---|
| 734 | <span class="n">index_vals</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 735 | <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] | 736 | <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> |
---|
| 737 | <span class="c1"># have to sort the key values for correct disaggregation,</span> |
---|
[274f9ef] | 738 | <span class="c1"># therefore convert to int first</span> |
---|
[2625ca8] | 739 | <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> |
---|
| 740 | <span class="n">key_vals</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span> |
---|
| 741 | <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] | 742 | <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> |
---|
| 743 | <span class="c1"># index_vals looks for example like:</span> |
---|
| 744 | <span class="c1"># index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
| 745 | <span class="c1"># index_vals[1]: ('0', '1200') ; time</span> |
---|
| 746 | <span class="c1"># index_vals[2]: (3', '6', '9', '12') ; stepRange</span> |
---|
| 747 | |
---|
| 748 | <span class="k">return</span> <span class="n">iid</span><span class="p">,</span> <span class="n">index_vals</span> |
---|
| 749 | |
---|
| 750 | |
---|
| 751 | <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> |
---|
| 752 | <span class="sd">'''Finalizing the retrieval information by setting final details</span> |
---|
| 753 | <span class="sd"> depending on grid type.</span> |
---|
| 754 | <span class="sd"> Prepares MARS retrievals per grid type and submits them.</span> |
---|
| 755 | |
---|
| 756 | <span class="sd"> Parameters</span> |
---|
| 757 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 758 | <span class="sd"> server : ECMWFService or ECMWFDataServer</span> |
---|
[274f9ef] | 759 | <span class="sd"> The connection to the ECMWF server. This is different</span> |
---|
| 760 | <span class="sd"> for member state users which have full access and non</span> |
---|
| 761 | <span class="sd"> member state users which have only access to the public</span> |
---|
| 762 | <span class="sd"> data sets. The decision is made from command line argument</span> |
---|
| 763 | <span class="sd"> "public"; for public access its True (ECMWFDataServer)</span> |
---|
| 764 | <span class="sd"> for member state users its False (ECMWFService)</span> |
---|
| 765 | |
---|
[2625ca8] | 766 | <span class="sd"> dates : str</span> |
---|
[274f9ef] | 767 | <span class="sd"> Contains start and end date of the retrieval in the format</span> |
---|
| 768 | <span class="sd"> "YYYYMMDD/to/YYYYMMDD"</span> |
---|
| 769 | |
---|
[2625ca8] | 770 | <span class="sd"> request : int</span> |
---|
[274f9ef] | 771 | <span class="sd"> Selects the mode of retrieval.</span> |
---|
| 772 | <span class="sd"> 0: Retrieves the data from ECMWF.</span> |
---|
| 773 | <span class="sd"> 1: Prints the mars requests to an output file.</span> |
---|
| 774 | <span class="sd"> 2: Retrieves the data and prints the mars request.</span> |
---|
| 775 | |
---|
[2625ca8] | 776 | <span class="sd"> inputdir : str, optional</span> |
---|
[274f9ef] | 777 | <span class="sd"> Path to the directory where the retrieved data is about</span> |
---|
| 778 | <span class="sd"> to be stored. The default is the current directory ('.').</span> |
---|
| 779 | |
---|
| 780 | <span class="sd"> Return</span> |
---|
| 781 | <span class="sd"> ------</span> |
---|
| 782 | |
---|
| 783 | <span class="sd"> '''</span> |
---|
| 784 | <span class="bp">self</span><span class="o">.</span><span class="n">dates</span> <span class="o">=</span> <span class="n">dates</span> |
---|
| 785 | <span class="bp">self</span><span class="o">.</span><span class="n">server</span> <span class="o">=</span> <span class="n">server</span> |
---|
| 786 | <span class="bp">self</span><span class="o">.</span><span class="n">public</span> <span class="o">=</span> <span class="n">public</span> |
---|
| 787 | <span class="bp">self</span><span class="o">.</span><span class="n">inputdir</span> <span class="o">=</span> <span class="n">inputdir</span> |
---|
| 788 | <span class="n">oro</span> <span class="o">=</span> <span class="kc">False</span> |
---|
| 789 | |
---|
| 790 | <span class="c1"># define times with datetime module</span> |
---|
| 791 | <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> |
---|
| 792 | <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> |
---|
| 793 | |
---|
| 794 | <span class="c1"># dictionary which contains all parameter for the mars request,</span> |
---|
| 795 | <span class="c1"># entries with a "None" will change in different requests and will</span> |
---|
| 796 | <span class="c1"># therefore be set in each request seperately</span> |
---|
| 797 | <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> |
---|
| 798 | <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> |
---|
| 799 | <span class="s1">'stream'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 800 | <span class="s1">'type'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 801 | <span class="s1">'levtype'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 802 | <span class="s1">'levelist'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 803 | <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> |
---|
| 804 | <span class="s1">'gaussian'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 805 | <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> |
---|
| 806 | <span class="s1">'grid'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 807 | <span class="s1">'target'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 808 | <span class="s1">'area'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 809 | <span class="s1">'date'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 810 | <span class="s1">'time'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 811 | <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> |
---|
| 812 | <span class="s1">'step'</span><span class="p">:</span><span class="kc">None</span><span class="p">,</span> |
---|
| 813 | <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> |
---|
| 814 | <span class="s1">'param'</span><span class="p">:</span><span class="kc">None</span><span class="p">}</span> |
---|
| 815 | |
---|
| 816 | <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> |
---|
| 817 | <span class="c1"># fk contains field types such as</span> |
---|
| 818 | <span class="c1"># [AN, FC, PF, CV]</span> |
---|
| 819 | <span class="c1"># fv contains all of the items of the belonging key</span> |
---|
| 820 | <span class="c1"># [times, steps]</span> |
---|
| 821 | <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> |
---|
| 822 | <span class="c1"># pk contains one of these keys of params</span> |
---|
| 823 | <span class="c1"># [SH__ML, SH__SL, GG__ML, GG__SL, OG__ML, OG__SL,</span> |
---|
| 824 | <span class="c1"># OG_OROLSM_SL, OG_acc_SL]</span> |
---|
| 825 | <span class="c1"># pv contains all of the items of the belonging key</span> |
---|
| 826 | <span class="c1"># [param, levtype, levelist, grid]</span> |
---|
| 827 | <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> |
---|
| 828 | <span class="k">continue</span> |
---|
| 829 | <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> |
---|
| 830 | <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> |
---|
| 831 | <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> |
---|
| 832 | <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> |
---|
| 833 | <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> |
---|
| 834 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 835 | <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> |
---|
| 836 | <span class="n">pk</span><span class="p">,</span> |
---|
| 837 | <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> |
---|
| 838 | <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">pv</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> |
---|
| 839 | <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> |
---|
| 840 | <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> |
---|
| 841 | <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> |
---|
| 842 | <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> |
---|
| 843 | <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> |
---|
| 844 | |
---|
| 845 | <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> |
---|
| 846 | <span class="n">oro</span> <span class="o">=</span> <span class="kc">True</span> |
---|
| 847 | <span class="c1"># in CERA20C (class EP) there is no stream "OPER"!</span> |
---|
| 848 | <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> |
---|
| 849 | <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> |
---|
| 850 | <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> |
---|
| 851 | <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> |
---|
| 852 | <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> |
---|
| 853 | <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> |
---|
| 854 | <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> |
---|
| 855 | <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> |
---|
| 856 | <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> |
---|
| 857 | <span class="k">continue</span> |
---|
| 858 | <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> |
---|
| 859 | <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> |
---|
| 860 | <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> |
---|
| 861 | |
---|
| 862 | <span class="c1"># ------ on demand path --------------------------------------------------</span> |
---|
| 863 | <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">basetime</span><span class="p">:</span> |
---|
| 864 | <span class="c1"># ******* start retrievement</span> |
---|
| 865 | <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> |
---|
| 866 | <span class="c1"># ------ operational path ------------------------------------------------</span> |
---|
| 867 | <span class="k">else</span><span class="p">:</span> |
---|
| 868 | <span class="c1"># check if mars job requests fields beyond basetime.</span> |
---|
| 869 | <span class="c1"># if yes eliminate those fields since they may not</span> |
---|
| 870 | <span class="c1"># be accessible with user's credentials</span> |
---|
| 871 | |
---|
| 872 | <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> |
---|
| 873 | <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="bp">self</span><span class="o">.</span><span class="n">basetime</span><span class="p">,</span> |
---|
| 874 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 875 | |
---|
| 876 | <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="s1">'12'</span><span class="p">:</span> |
---|
| 877 | <span class="c1"># -------------- flux data ----------------------------</span> |
---|
| 878 | <span class="k">if</span> <span class="s1">'acc'</span> <span class="ow">in</span> <span class="n">pk</span><span class="p">:</span> |
---|
| 879 | |
---|
| 880 | <span class="c1"># Strategy:</span> |
---|
| 881 | <span class="c1"># if maxtime-elimit >= 24h reduce date by 1,</span> |
---|
| 882 | <span class="c1"># if 12h <= maxtime-elimit<12h reduce time for last date</span> |
---|
| 883 | <span class="c1"># if maxtime-elimit<12h reduce step for last time</span> |
---|
| 884 | <span class="c1"># A split of the MARS job into 2 is likely necessary.</span> |
---|
| 885 | |
---|
| 886 | |
---|
| 887 | <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> |
---|
| 888 | <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> |
---|
| 889 | <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> |
---|
| 890 | <span class="s1">'to'</span><span class="p">,</span> |
---|
| 891 | <span class="n">enddate</span><span class="p">])</span> |
---|
| 892 | |
---|
| 893 | <span class="c1"># ******* start retrievement</span> |
---|
| 894 | <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> |
---|
| 895 | |
---|
| 896 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 897 | <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> |
---|
| 898 | <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> |
---|
| 899 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 900 | <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> |
---|
| 901 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">])</span> |
---|
| 902 | |
---|
| 903 | <span class="c1"># ******* start retrievement</span> |
---|
| 904 | <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> |
---|
| 905 | |
---|
| 906 | <span class="c1"># -------------- non flux data ------------------------</span> |
---|
| 907 | <span class="k">else</span><span class="p">:</span> |
---|
| 908 | <span class="c1"># ******* start retrievement</span> |
---|
| 909 | <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> |
---|
| 910 | |
---|
| 911 | <span class="k">else</span><span class="p">:</span> <span class="c1"># basetime = 0</span> |
---|
| 912 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 913 | <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> |
---|
| 914 | |
---|
| 915 | <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> |
---|
| 916 | |
---|
| 917 | <span class="k">if</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> |
---|
| 918 | <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> |
---|
| 919 | <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> |
---|
| 920 | <span class="k">while</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> |
---|
| 921 | <span class="s1">'acc'</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">pk</span> <span class="ow">and</span> |
---|
| 922 | <span class="p">(</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> |
---|
| 923 | <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> |
---|
| 924 | |
---|
| 925 | <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> |
---|
| 926 | <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> |
---|
| 927 | <span class="k">else</span><span class="p">:</span> |
---|
| 928 | <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> |
---|
| 929 | |
---|
| 930 | <span class="c1"># ******* start retrievement</span> |
---|
| 931 | <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> |
---|
| 932 | |
---|
| 933 | <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> |
---|
| 934 | <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> |
---|
| 935 | <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> |
---|
| 936 | |
---|
| 937 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 938 | <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> |
---|
| 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">'00'</span> |
---|
| 940 | <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> |
---|
| 941 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'target'</span><span class="p">]</span> <span class="o">=</span> \ |
---|
| 942 | <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> |
---|
| 943 | <span class="n">retr_param_dict</span><span class="p">[</span><span class="s1">'date'</span><span class="p">])</span> |
---|
| 944 | |
---|
| 945 | <span class="c1"># ******* start retrievement</span> |
---|
| 946 | <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> |
---|
| 947 | |
---|
| 948 | <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> |
---|
| 949 | <span class="nb">print</span><span class="p">(</span><span class="s1">'MARS retrieve done ... '</span><span class="p">)</span> |
---|
| 950 | <span class="k">elif</span> <span class="n">request</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span> |
---|
| 951 | <span class="nb">print</span><span class="p">(</span><span class="s1">'MARS request printed ...'</span><span class="p">)</span> |
---|
| 952 | |
---|
| 953 | <span class="k">return</span></div> |
---|
| 954 | |
---|
| 955 | |
---|
| 956 | <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> |
---|
| 957 | <span class="sd">'''Creates a namelist file in the temporary directory and writes</span> |
---|
| 958 | <span class="sd"> the following values to it: maxl, maxb, mlevel,</span> |
---|
| 959 | <span class="sd"> mlevelist, mnauf, metapar, rlo0, rlo1, rla0, rla1,</span> |
---|
| 960 | <span class="sd"> momega, momegadiff, mgauss, msmooth, meta, metadiff, mdpdeta</span> |
---|
| 961 | |
---|
| 962 | <span class="sd"> Parameters</span> |
---|
| 963 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 964 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 965 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 966 | <span class="sd"> command line.</span> |
---|
| 967 | |
---|
[2625ca8] | 968 | <span class="sd"> filename : str</span> |
---|
[274f9ef] | 969 | <span class="sd"> Name of the namelist file.</span> |
---|
| 970 | |
---|
| 971 | <span class="sd"> Return</span> |
---|
| 972 | <span class="sd"> ------</span> |
---|
| 973 | |
---|
| 974 | <span class="sd"> '''</span> |
---|
| 975 | |
---|
| 976 | <span class="kn">from</span> <span class="nn">genshi.template.text</span> <span class="k">import</span> <span class="n">NewTextTemplate</span> |
---|
| 977 | <span class="kn">from</span> <span class="nn">genshi.template</span> <span class="k">import</span> <span class="n">TemplateLoader</span> |
---|
[2625ca8] | 978 | <span class="kn">from</span> <span class="nn">genshi.template.eval</span> <span class="k">import</span> <span class="n">UndefinedError</span> |
---|
| 979 | |
---|
| 980 | <span class="k">try</span><span class="p">:</span> |
---|
| 981 | <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> |
---|
| 982 | <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> |
---|
| 983 | <span class="bp">cls</span><span class="o">=</span><span class="n">NewTextTemplate</span><span class="p">)</span> |
---|
| 984 | |
---|
| 985 | <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> |
---|
| 986 | <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> |
---|
| 987 | <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> |
---|
| 988 | |
---|
| 989 | <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> |
---|
| 990 | <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> |
---|
| 991 | <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> |
---|
| 992 | <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> |
---|
| 993 | |
---|
| 994 | <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> |
---|
| 995 | <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> |
---|
| 996 | <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> |
---|
| 997 | <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> |
---|
| 998 | <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> |
---|
| 999 | <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> |
---|
| 1000 | <span class="n">metapar</span> <span class="o">=</span> <span class="s1">'77'</span><span class="p">,</span> |
---|
| 1001 | <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> |
---|
| 1002 | <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> |
---|
| 1003 | <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> |
---|
| 1004 | <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> |
---|
| 1005 | <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> |
---|
| 1006 | <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> |
---|
| 1007 | <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> |
---|
| 1008 | <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> |
---|
| 1009 | <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> |
---|
| 1010 | <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> |
---|
| 1011 | <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> |
---|
| 1012 | <span class="p">)</span> |
---|
| 1013 | <span class="k">except</span> <span class="n">UndefinedError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
---|
| 1014 | <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> |
---|
| 1015 | |
---|
| 1016 | <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> |
---|
| 1017 | <span class="n">_config</span><span class="o">.</span><span class="n">TEMPFILE_NAMELIST</span><span class="p">)</span> |
---|
| 1018 | <span class="k">except</span> <span class="ne">OSError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
---|
| 1019 | <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> |
---|
| 1020 | <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> |
---|
| 1021 | |
---|
| 1022 | <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> |
---|
| 1023 | <span class="n">_config</span><span class="o">.</span><span class="n">TEMPFILE_NAMELIST</span><span class="p">)</span> |
---|
| 1024 | |
---|
| 1025 | <span class="k">try</span><span class="p">:</span> |
---|
| 1026 | <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> |
---|
| 1027 | |
---|
| 1028 | <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> |
---|
| 1029 | <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> |
---|
| 1030 | <span class="k">except</span> <span class="ne">OSError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span> |
---|
| 1031 | <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> |
---|
| 1032 | <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> |
---|
| 1033 | |
---|
| 1034 | <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> |
---|
| 1035 | <span class="n">namelistfile</span><span class="p">)</span> |
---|
[274f9ef] | 1036 | |
---|
| 1037 | <span class="k">return</span></div> |
---|
| 1038 | |
---|
| 1039 | |
---|
| 1040 | <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] | 1041 | <span class="sd">'''De-accumulate and disaggregate flux data.</span> |
---|
| 1042 | |
---|
| 1043 | <span class="sd"> Goes through all flux fields in ordered time and de-accumulate</span> |
---|
[274f9ef] | 1044 | <span class="sd"> the fields. Afterwards the fields are disaggregated in time.</span> |
---|
| 1045 | <span class="sd"> Different versions of disaggregation is provided for rainfall</span> |
---|
| 1046 | <span class="sd"> data (darain, modified linear) and the surface fluxes and</span> |
---|
| 1047 | <span class="sd"> stress data (dapoly, cubic polynomial).</span> |
---|
| 1048 | |
---|
| 1049 | <span class="sd"> Parameters</span> |
---|
| 1050 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1051 | <span class="sd"> inputfiles : UioFiles</span> |
---|
| 1052 | <span class="sd"> Contains the list of files that contain flux data.</span> |
---|
[274f9ef] | 1053 | |
---|
[2625ca8] | 1054 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1055 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1056 | <span class="sd"> command line.</span> |
---|
| 1057 | |
---|
| 1058 | <span class="sd"> Return</span> |
---|
| 1059 | <span class="sd"> ------</span> |
---|
| 1060 | |
---|
| 1061 | <span class="sd"> '''</span> |
---|
| 1062 | |
---|
| 1063 | <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> |
---|
| 1064 | <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> |
---|
| 1065 | |
---|
| 1066 | <span class="n">iid</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1067 | <span class="n">index_vals</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1068 | |
---|
| 1069 | <span class="c1"># get the values of the keys which are used for distinct access</span> |
---|
| 1070 | <span class="c1"># of grib messages via product</span> |
---|
| 1071 | <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> |
---|
| 1072 | <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> |
---|
| 1073 | <span class="n">inputfiles</span><span class="p">,</span> |
---|
| 1074 | <span class="n">index_keys</span><span class="p">)</span> |
---|
| 1075 | <span class="c1"># index_vals looks like e.g.:</span> |
---|
| 1076 | <span class="c1"># index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
[2625ca8] | 1077 | <span class="c1"># index_vals[1]: ('0', '600', '1200', '1800') ; time</span> |
---|
| 1078 | <span class="c1"># index_vals[2]: ('0', '3', '6', '9', '12') ; stepRange</span> |
---|
[274f9ef] | 1079 | |
---|
[2625ca8] | 1080 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1081 | <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> |
---|
| 1082 | <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> |
---|
| 1083 | <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> |
---|
| 1084 | <span class="k">else</span><span class="p">:</span> |
---|
| 1085 | <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> |
---|
| 1086 | <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> |
---|
| 1087 | <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> |
---|
| 1088 | <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> |
---|
| 1089 | <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> |
---|
| 1090 | |
---|
| 1091 | <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> |
---|
| 1092 | <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> |
---|
| 1093 | <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> |
---|
| 1094 | <span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span><span class="p">)</span> |
---|
| 1095 | <span class="c1"># create numpy array</span> |
---|
| 1096 | <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> |
---|
| 1097 | <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> |
---|
| 1098 | <span class="n">it_lsp</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1099 | <span class="n">it_cp</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1100 | <span class="n">date_list</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1101 | <span class="n">step_list</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1102 | |
---|
| 1103 | <span class="c1"># initialize dictionaries to store values</span> |
---|
| 1104 | <span class="n">orig_vals</span> <span class="o">=</span> <span class="p">{}</span> |
---|
| 1105 | <span class="n">deac_vals</span> <span class="o">=</span> <span class="p">{}</span> |
---|
[274f9ef] | 1106 | <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] | 1107 | <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> |
---|
| 1108 | <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] | 1109 | |
---|
| 1110 | <span class="c1"># "product" genereates each possible combination between the</span> |
---|
| 1111 | <span class="c1"># values of the index keys</span> |
---|
| 1112 | <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> |
---|
| 1113 | <span class="c1"># e.g. prod = ('20170505', '0', '12')</span> |
---|
| 1114 | <span class="c1"># ( date ,time, step)</span> |
---|
| 1115 | |
---|
[2625ca8] | 1116 | <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] | 1117 | |
---|
| 1118 | <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] | 1119 | <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] | 1120 | |
---|
| 1121 | <span class="c1"># get first id from current product</span> |
---|
[2625ca8] | 1122 | <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] | 1123 | |
---|
| 1124 | <span class="c1"># if there is no data for this specific time combination / product</span> |
---|
| 1125 | <span class="c1"># skip the rest of the for loop and start with next timestep/product</span> |
---|
| 1126 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1127 | <span class="k">continue</span> |
---|
| 1128 | |
---|
| 1129 | <span class="c1"># create correct timestamp from the three time informations</span> |
---|
[2625ca8] | 1130 | <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> |
---|
| 1131 | <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> |
---|
| 1132 | <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> |
---|
| 1133 | <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> |
---|
| 1134 | <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> |
---|
| 1135 | |
---|
[274f9ef] | 1136 | <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] | 1137 | <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> |
---|
| 1138 | <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> |
---|
| 1139 | <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> |
---|
[274f9ef] | 1140 | <span class="n">t_enddate</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1141 | |
---|
[2625ca8] | 1142 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
[274f9ef] | 1143 | <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> |
---|
| 1144 | <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> |
---|
| 1145 | <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> |
---|
| 1146 | <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> |
---|
| 1147 | <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> |
---|
| 1148 | <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> |
---|
| 1149 | <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> |
---|
| 1150 | <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> |
---|
| 1151 | <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 | <span class="k">else</span><span class="p">:</span> |
---|
| 1153 | <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> |
---|
| 1154 | <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> |
---|
| 1155 | <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> |
---|
| 1156 | <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> |
---|
| 1157 | <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> |
---|
| 1158 | <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> |
---|
| 1159 | |
---|
| 1160 | <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] | 1161 | <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> |
---|
| 1162 | <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> |
---|
| 1163 | <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] | 1164 | |
---|
[2625ca8] | 1165 | <span class="c1"># read message for message and store relevant data fields, where</span> |
---|
[274f9ef] | 1166 | <span class="c1"># data keywords are stored in pars</span> |
---|
[2625ca8] | 1167 | <span class="k">while</span> <span class="kc">True</span><span class="p">:</span> |
---|
[274f9ef] | 1168 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1169 | <span class="k">break</span> |
---|
[2625ca8] | 1170 | <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> |
---|
| 1171 | <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> |
---|
| 1172 | <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> |
---|
| 1173 | <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> |
---|
| 1174 | <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> |
---|
| 1175 | <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> |
---|
| 1176 | <span class="c1"># parameter is not a flux, find next one</span> |
---|
| 1177 | <span class="k">continue</span> |
---|
[274f9ef] | 1178 | |
---|
[2625ca8] | 1179 | <span class="c1"># define conversion factor</span> |
---|
| 1180 | <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> |
---|
| 1181 | <span class="n">fak</span> <span class="o">=</span> <span class="mf">1.</span> <span class="o">/</span> <span class="mf">1000.</span> |
---|
| 1182 | <span class="k">else</span><span class="p">:</span> |
---|
| 1183 | <span class="n">fak</span> <span class="o">=</span> <span class="mf">3600.</span> |
---|
| 1184 | |
---|
| 1185 | <span class="c1"># get parameter values and reshape</span> |
---|
| 1186 | <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> |
---|
| 1187 | <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> |
---|
| 1188 | |
---|
| 1189 | <span class="c1"># save the original and accumulated values</span> |
---|
| 1190 | <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> |
---|
| 1191 | |
---|
| 1192 | <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> |
---|
| 1193 | <span class="c1"># no de-accumulation needed</span> |
---|
| 1194 | <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> |
---|
| 1195 | <span class="k">else</span><span class="p">:</span> |
---|
| 1196 | <span class="c1"># do de-accumulation</span> |
---|
| 1197 | <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> |
---|
| 1198 | <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> |
---|
| 1199 | <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> |
---|
| 1200 | |
---|
| 1201 | <span class="c1"># store precipitation if new disaggregation method is selected</span> |
---|
| 1202 | <span class="c1"># only the exact days are needed</span> |
---|
| 1203 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1204 | <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> |
---|
| 1205 | <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> |
---|
| 1206 | <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> |
---|
| 1207 | <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> |
---|
| 1208 | <span class="n">step_list</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">]</span> |
---|
[274f9ef] | 1209 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 1210 | <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> |
---|
| 1211 | <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> |
---|
| 1212 | <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> |
---|
| 1213 | <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> |
---|
| 1214 | <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> |
---|
| 1215 | <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> |
---|
| 1216 | <span class="n">it_lsp</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 1217 | <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> |
---|
| 1218 | <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> |
---|
| 1219 | <span class="n">it_cp</span> <span class="o">+=</span> <span class="mi">1</span> |
---|
| 1220 | |
---|
| 1221 | <span class="c1"># information printout</span> |
---|
| 1222 | <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> |
---|
| 1223 | |
---|
| 1224 | <span class="c1"># length of deac_vals[parId] corresponds to the</span> |
---|
| 1225 | <span class="c1"># number of time steps, max. 4 are needed for disaggegration</span> |
---|
| 1226 | <span class="c1"># with the old and original method</span> |
---|
| 1227 | <span class="c1"># run over all grib messages and perform</span> |
---|
| 1228 | <span class="c1"># shifting in time</span> |
---|
| 1229 | <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> |
---|
| 1230 | <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> |
---|
| 1231 | <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> |
---|
| 1232 | <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> |
---|
| 1233 | <span class="k">else</span><span class="p">:</span> |
---|
| 1234 | <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> |
---|
| 1235 | |
---|
| 1236 | <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> \ |
---|
| 1237 | <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> |
---|
| 1238 | <span class="c1"># remove first time step in list to shift</span> |
---|
| 1239 | <span class="c1"># time line</span> |
---|
| 1240 | <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> |
---|
| 1241 | <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> |
---|
| 1242 | <span class="k">else</span><span class="p">:</span> |
---|
| 1243 | <span class="c1"># if the third time step is read (per parId),</span> |
---|
| 1244 | <span class="c1"># write out the first one as a boundary value</span> |
---|
| 1245 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1246 | <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> |
---|
| 1247 | <span class="k">else</span><span class="p">:</span> |
---|
| 1248 | <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] | 1249 | |
---|
[2625ca8] | 1250 | <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> |
---|
| 1251 | <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] | 1252 | |
---|
[2625ca8] | 1253 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1254 | <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] | 1255 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 1256 | <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> |
---|
| 1257 | <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> |
---|
| 1258 | <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] | 1259 | |
---|
[2625ca8] | 1260 | <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] | 1261 | |
---|
| 1262 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">:</span> |
---|
[2625ca8] | 1263 | <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="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">,</span> |
---|
[274f9ef] | 1264 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1265 | <span class="k">else</span><span class="p">:</span> |
---|
| 1266 | <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> |
---|
| 1267 | |
---|
[2625ca8] | 1268 | <span class="c1"># squeeze out information of last two steps</span> |
---|
| 1269 | <span class="c1"># contained in deac_vals[parId]</span> |
---|
| 1270 | <span class="c1"># Note that deac_vals[parId][0] has not been popped</span> |
---|
| 1271 | <span class="c1"># in this case</span> |
---|
| 1272 | |
---|
| 1273 | <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> \ |
---|
| 1274 | <span class="n">t_dt</span> <span class="o">==</span> <span class="n">t_enddate</span><span class="p">:</span> |
---|
| 1275 | <span class="c1"># last step</span> |
---|
| 1276 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1277 | <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> |
---|
| 1278 | <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> |
---|
| 1279 | <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> |
---|
| 1280 | <span class="c1">#truedatetime = t_m2dt + timedelta(hours=2*int(c.dtime))</span> |
---|
| 1281 | <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> |
---|
| 1282 | <span class="k">else</span><span class="p">:</span> |
---|
| 1283 | <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> |
---|
| 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> |
---|
| 1285 | <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> |
---|
| 1286 | <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> |
---|
| 1287 | <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> |
---|
| 1288 | <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> |
---|
| 1289 | <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> |
---|
| 1290 | |
---|
| 1291 | <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> |
---|
| 1292 | <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> |
---|
| 1293 | <span class="k">else</span><span class="p">:</span> |
---|
| 1294 | <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> |
---|
| 1295 | |
---|
| 1296 | <span class="c1"># step before last step</span> |
---|
| 1297 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1298 | <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> |
---|
| 1299 | <span class="c1">#truedatetime = t_m2dt + timedelta(hours=int(c.dtime))</span> |
---|
| 1300 | <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> |
---|
| 1301 | <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> |
---|
| 1302 | <span class="k">else</span><span class="p">:</span> |
---|
| 1303 | <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> |
---|
| 1304 | <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> |
---|
| 1305 | <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> |
---|
| 1306 | <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> |
---|
| 1307 | <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> |
---|
| 1308 | <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> |
---|
| 1309 | |
---|
| 1310 | <span class="n">codes_release</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1311 | |
---|
| 1312 | <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> |
---|
| 1313 | |
---|
| 1314 | <span class="n">f_handle</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1315 | <span class="n">g_handle</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1316 | <span class="n">h_handle</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1317 | |
---|
| 1318 | <span class="n">codes_index_release</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
| 1319 | |
---|
| 1320 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">rrint</span><span class="p">:</span> |
---|
| 1321 | <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> |
---|
| 1322 | |
---|
| 1323 | <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> |
---|
| 1324 | <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] | 1325 | |
---|
[2625ca8] | 1326 | <span class="k">return</span></div> |
---|
[274f9ef] | 1327 | |
---|
[2625ca8] | 1328 | <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> |
---|
| 1329 | <span class="sd">'''Calculates and writes out the disaggregated precipitation fields.</span> |
---|
[274f9ef] | 1330 | |
---|
[2625ca8] | 1331 | <span class="sd"> Disaggregation is done in time and original times are written to the</span> |
---|
| 1332 | <span class="sd"> flux files, while the additional subgrid times are written to</span> |
---|
| 1333 | <span class="sd"> extra files.</span> |
---|
[274f9ef] | 1334 | |
---|
[2625ca8] | 1335 | <span class="sd"> Parameters</span> |
---|
| 1336 | <span class="sd"> ----------</span> |
---|
| 1337 | <span class="sd"> ni : int</span> |
---|
| 1338 | <span class="sd"> Amount of zonal grid points.</span> |
---|
[274f9ef] | 1339 | |
---|
[2625ca8] | 1340 | <span class="sd"> nj : int</span> |
---|
| 1341 | <span class="sd"> Amount of meridional grid points.</span> |
---|
| 1342 | |
---|
| 1343 | <span class="sd"> nt : int</span> |
---|
| 1344 | <span class="sd"> Number of time steps.</span> |
---|
| 1345 | |
---|
| 1346 | <span class="sd"> lsp_np : numpy array of float</span> |
---|
| 1347 | <span class="sd"> The large scale precipitation fields for each time step.</span> |
---|
| 1348 | <span class="sd"> Shape (ni * nj, nt).</span> |
---|
| 1349 | |
---|
| 1350 | <span class="sd"> cp_np : numpy array of float</span> |
---|
| 1351 | <span class="sd"> The convective precipitation fields for each time step.</span> |
---|
| 1352 | <span class="sd"> Shape (ni * nj, nt).</span> |
---|
| 1353 | |
---|
| 1354 | <span class="sd"> date_list : list of datetime</span> |
---|
| 1355 | <span class="sd"> The list of dates for which the disaggregation is to be done.</span> |
---|
| 1356 | |
---|
| 1357 | <span class="sd"> step_list : list of int</span> |
---|
| 1358 | <span class="sd"> The list of steps for a single forecast time.</span> |
---|
| 1359 | <span class="sd"> Only necessary for pure forecasts.</span> |
---|
| 1360 | |
---|
| 1361 | <span class="sd"> c : ControlFile</span> |
---|
| 1362 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1363 | <span class="sd"> command line.</span> |
---|
| 1364 | |
---|
| 1365 | <span class="sd"> Return</span> |
---|
| 1366 | <span class="sd"> ------</span> |
---|
| 1367 | |
---|
| 1368 | <span class="sd"> '''</span> |
---|
| 1369 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... disaggregation or precipitation with new method.'</span><span class="p">)</span> |
---|
| 1370 | <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> |
---|
| 1371 | <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> |
---|
| 1372 | |
---|
| 1373 | <span class="c1"># do the disaggregation, but neglect the last value of the</span> |
---|
| 1374 | <span class="c1"># time series. This one corresponds for example to 24 hour,</span> |
---|
| 1375 | <span class="c1"># which we don't need.</span> |
---|
| 1376 | <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> |
---|
| 1377 | <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> |
---|
| 1378 | <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> |
---|
| 1379 | |
---|
| 1380 | <span class="c1"># write to grib files (full/orig times to flux file and inbetween</span> |
---|
| 1381 | <span class="c1"># times into seperate end files)</span> |
---|
| 1382 | <span class="nb">print</span><span class="p">(</span><span class="s1">'... write disaggregated precipitation to files.'</span><span class="p">)</span> |
---|
| 1383 | <span class="n">it</span> <span class="o">=</span> <span class="mi">0</span> |
---|
| 1384 | <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> |
---|
| 1385 | <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> |
---|
| 1386 | <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> |
---|
| 1387 | |
---|
| 1388 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
| 1389 | <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> \ |
---|
| 1390 | <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> |
---|
| 1391 | <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> \ |
---|
| 1392 | <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> |
---|
| 1393 | <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> \ |
---|
| 1394 | <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> |
---|
| 1395 | <span class="k">else</span><span class="p">:</span> |
---|
| 1396 | <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> |
---|
| 1397 | <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> |
---|
| 1398 | <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> |
---|
| 1399 | |
---|
| 1400 | <span class="c1"># collect for final processing</span> |
---|
| 1401 | <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">fluxfilename</span><span class="p">))</span> |
---|
| 1402 | <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">filename1</span><span class="p">))</span> |
---|
| 1403 | <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">filename2</span><span class="p">))</span> |
---|
| 1404 | |
---|
| 1405 | <span class="c1"># write original time step to flux file as usual</span> |
---|
| 1406 | <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> |
---|
| 1407 | <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> |
---|
| 1408 | <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> |
---|
| 1409 | <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> |
---|
| 1410 | <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> |
---|
| 1411 | <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> |
---|
| 1412 | <span class="p">)</span> |
---|
| 1413 | <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> |
---|
| 1414 | <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> |
---|
| 1415 | <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> |
---|
| 1416 | <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> |
---|
| 1417 | <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> |
---|
| 1418 | <span class="p">)</span> |
---|
| 1419 | |
---|
| 1420 | <span class="c1"># write first subgrid time step</span> |
---|
| 1421 | <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> |
---|
| 1422 | <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> |
---|
| 1423 | <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> |
---|
| 1424 | <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> |
---|
| 1425 | <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> |
---|
| 1426 | <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> |
---|
| 1427 | <span class="p">)</span> |
---|
| 1428 | <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> |
---|
| 1429 | <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> |
---|
| 1430 | <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> |
---|
| 1431 | <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> |
---|
| 1432 | <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> |
---|
| 1433 | <span class="p">)</span> |
---|
| 1434 | |
---|
| 1435 | <span class="c1"># write second subgrid time step</span> |
---|
| 1436 | <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> |
---|
| 1437 | <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> |
---|
| 1438 | <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> |
---|
| 1439 | <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> |
---|
| 1440 | <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> |
---|
| 1441 | <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> |
---|
| 1442 | <span class="p">)</span> |
---|
| 1443 | <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> |
---|
| 1444 | <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> |
---|
| 1445 | <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> |
---|
| 1446 | <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> |
---|
| 1447 | <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> |
---|
| 1448 | <span class="p">)</span> |
---|
| 1449 | <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> |
---|
| 1450 | <span class="k">return</span> |
---|
| 1451 | |
---|
| 1452 | <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> |
---|
| 1453 | <span class="sd">'''Creates a grib file with a dummy message for the two precipitation</span> |
---|
| 1454 | <span class="sd"> types lsp and cp each.</span> |
---|
| 1455 | |
---|
| 1456 | <span class="sd"> Parameters</span> |
---|
| 1457 | <span class="sd"> ----------</span> |
---|
| 1458 | <span class="sd"> ifile : str</span> |
---|
| 1459 | <span class="sd"> Filename of the input file to read the grib messages from.</span> |
---|
| 1460 | |
---|
| 1461 | <span class="sd"> inputdir : str, optional</span> |
---|
| 1462 | <span class="sd"> Path to the directory where the retrieved data is stored.</span> |
---|
[274f9ef] | 1463 | |
---|
[2625ca8] | 1464 | <span class="sd"> Return</span> |
---|
| 1465 | <span class="sd"> ------</span> |
---|
| 1466 | |
---|
| 1467 | <span class="sd"> '''</span> |
---|
| 1468 | |
---|
| 1469 | <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> |
---|
| 1470 | |
---|
| 1471 | <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> |
---|
| 1472 | <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> |
---|
| 1473 | |
---|
| 1474 | <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> |
---|
| 1475 | <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> |
---|
| 1476 | |
---|
| 1477 | <span class="k">return</span> |
---|
[274f9ef] | 1478 | |
---|
| 1479 | <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> |
---|
| 1480 | <span class="sd">'''An index file will be created which depends on the combination</span> |
---|
| 1481 | <span class="sd"> of "date", "time" and "stepRange" values. This is used to iterate</span> |
---|
| 1482 | <span class="sd"> over all messages in each grib file which were passed through the</span> |
---|
| 1483 | <span class="sd"> parameter "inputfiles" to seperate specific parameters into fort.*</span> |
---|
| 1484 | <span class="sd"> files. Afterwards the FORTRAN program is called to convert</span> |
---|
| 1485 | <span class="sd"> the data fields all to the same grid and put them in one file</span> |
---|
| 1486 | <span class="sd"> per unique time step (combination of "date", "time" and</span> |
---|
| 1487 | <span class="sd"> "stepRange").</span> |
---|
| 1488 | |
---|
| 1489 | <span class="sd"> Note</span> |
---|
| 1490 | <span class="sd"> ----</span> |
---|
| 1491 | <span class="sd"> This method is based on the ECMWF example index.py</span> |
---|
| 1492 | <span class="sd"> https://software.ecmwf.int/wiki/display/GRIB/index.py</span> |
---|
| 1493 | |
---|
| 1494 | <span class="sd"> Parameters</span> |
---|
| 1495 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1496 | <span class="sd"> inputfiles : UioFiles</span> |
---|
[274f9ef] | 1497 | <span class="sd"> Contains a list of files.</span> |
---|
| 1498 | |
---|
[2625ca8] | 1499 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1500 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1501 | <span class="sd"> command line.</span> |
---|
| 1502 | |
---|
| 1503 | <span class="sd"> Return</span> |
---|
| 1504 | <span class="sd"> ------</span> |
---|
| 1505 | |
---|
| 1506 | <span class="sd"> '''</span> |
---|
| 1507 | |
---|
| 1508 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1509 | <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> |
---|
| 1510 | <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> |
---|
| 1511 | <span class="s1"> stl1/stl2/stl3/stl4/swvl1/swvl2/swvl3/swvl4'</span><span class="p">,</span> |
---|
| 1512 | <span class="n">table128</span><span class="p">)</span> |
---|
| 1513 | |
---|
| 1514 | <span class="c1"># these numbers are indices for the temporary files "fort.xx"</span> |
---|
| 1515 | <span class="c1"># which are used to seperate the grib fields to,</span> |
---|
| 1516 | <span class="c1"># for the Fortran program input</span> |
---|
| 1517 | <span class="c1"># 10: U,V | 11: T | 12: lnsp | 13: D | 16: sfc fields</span> |
---|
| 1518 | <span class="c1"># 17: Q | 18: Q , gaussian| 19: w | 21: etadot | 22: clwc+ciwc</span> |
---|
| 1519 | <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> |
---|
| 1520 | <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> |
---|
| 1521 | |
---|
| 1522 | <span class="n">iid</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1523 | <span class="n">index_vals</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1524 | |
---|
| 1525 | <span class="c1"># get the values of the keys which are used for distinct access</span> |
---|
| 1526 | <span class="c1"># of grib messages via product</span> |
---|
| 1527 | <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> |
---|
| 1528 | <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> |
---|
| 1529 | <span class="n">inputfiles</span><span class="p">,</span> |
---|
| 1530 | <span class="n">index_keys</span><span class="p">)</span> |
---|
| 1531 | <span class="c1"># index_vals looks like e.g.:</span> |
---|
| 1532 | <span class="c1"># index_vals[0]: ('20171106', '20171107', '20171108') ; date</span> |
---|
[2625ca8] | 1533 | <span class="c1"># index_vals[1]: ('0', '600', '1200', '1800') ; time</span> |
---|
[274f9ef] | 1534 | <span class="c1"># index_vals[2]: ('0', '12', '3', '6', '9') ; stepRange</span> |
---|
| 1535 | |
---|
| 1536 | <span class="c1"># "product" genereates each possible combination between the</span> |
---|
| 1537 | <span class="c1"># values of the index keys</span> |
---|
| 1538 | <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> |
---|
| 1539 | <span class="c1"># e.g. prod = ('20170505', '0', '12')</span> |
---|
| 1540 | <span class="c1"># ( date ,time, step)</span> |
---|
| 1541 | |
---|
| 1542 | <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> |
---|
| 1543 | |
---|
| 1544 | <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] | 1545 | <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] | 1546 | |
---|
| 1547 | <span class="c1"># get first id from current product</span> |
---|
[2625ca8] | 1548 | <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] | 1549 | |
---|
| 1550 | <span class="c1"># if there is no data for this specific time combination / product</span> |
---|
| 1551 | <span class="c1"># skip the rest of the for loop and start with next timestep/product</span> |
---|
| 1552 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1553 | <span class="k">continue</span> |
---|
[2625ca8] | 1554 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1555 | <span class="c1"># remove old fort.* files and open new ones</span> |
---|
| 1556 | <span class="c1"># they are just valid for a single product</span> |
---|
| 1557 | <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> |
---|
| 1558 | <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> |
---|
| 1559 | <span class="n">silent_remove</span><span class="p">(</span><span class="n">fortfile</span><span class="p">)</span> |
---|
| 1560 | <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] | 1561 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1562 | <span class="c1"># create correct timestamp from the three time informations</span> |
---|
[2625ca8] | 1563 | <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> |
---|
| 1564 | <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> |
---|
| 1565 | <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] | 1566 | <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> |
---|
| 1567 | <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> |
---|
| 1568 | <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> |
---|
| 1569 | |
---|
| 1570 | <span class="c1"># if the timestamp is out of basetime start/end date period,</span> |
---|
| 1571 | <span class="c1"># skip this specific product</span> |
---|
| 1572 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">:</span> |
---|
| 1573 | <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="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">,</span> |
---|
| 1574 | <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> |
---|
| 1575 | <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="n">c</span><span class="o">.</span><span class="n">basetime</span><span class="p">,</span> |
---|
| 1576 | <span class="s1">'%Y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1577 | <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> |
---|
| 1578 | <span class="k">continue</span> |
---|
| 1579 | |
---|
| 1580 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1581 | <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> |
---|
| 1582 | <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> |
---|
| 1583 | <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> |
---|
| 1584 | <span class="n">olddate</span> <span class="o">=</span> <span class="n">cdate</span><span class="p">[:]</span> |
---|
[2625ca8] | 1585 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1586 | <span class="c1"># savedfields remembers which fields were already used.</span> |
---|
| 1587 | <span class="n">savedfields</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1588 | <span class="c1"># sum of cloud liquid and ice water content</span> |
---|
| 1589 | <span class="n">scwc</span> <span class="o">=</span> <span class="kc">None</span> |
---|
| 1590 | <span class="k">while</span> <span class="mi">1</span><span class="p">:</span> |
---|
| 1591 | <span class="k">if</span> <span class="ow">not</span> <span class="n">gid</span><span class="p">:</span> |
---|
| 1592 | <span class="k">break</span> |
---|
[2625ca8] | 1593 | <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> |
---|
| 1594 | <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> |
---|
| 1595 | <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] | 1596 | <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] | 1597 | <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] | 1598 | <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] | 1599 | <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] | 1600 | <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] | 1601 | <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] | 1602 | <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] | 1603 | <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] | 1604 | <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] | 1605 | <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] | 1606 | <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] | 1607 | <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] | 1608 | <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] | 1609 | <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] | 1610 | <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] | 1611 | <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] | 1612 | <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> |
---|
| 1613 | <span class="c1"># sum cloud liquid water and ice</span> |
---|
| 1614 | <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] | 1615 | <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] | 1616 | <span class="k">else</span><span class="p">:</span> |
---|
[2625ca8] | 1617 | <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> |
---|
| 1618 | <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> |
---|
| 1619 | <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> |
---|
| 1620 | <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> |
---|
| 1621 | <span class="n">scwc</span> <span class="o">=</span> <span class="kc">None</span> |
---|
[274f9ef] | 1622 | <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> \ |
---|
| 1623 | <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> |
---|
| 1624 | <span class="c1"># do not do anything right now</span> |
---|
| 1625 | <span class="c1"># these are specific parameter for WRF</span> |
---|
| 1626 | <span class="k">pass</span> |
---|
| 1627 | <span class="k">else</span><span class="p">:</span> |
---|
| 1628 | <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> |
---|
| 1629 | <span class="c1"># SD/MSL/TCC/10U/10V/2T/2D/Z/LSM/SDOR/CVL/CVH/SR</span> |
---|
| 1630 | <span class="c1"># and all ADDPAR parameter</span> |
---|
[2625ca8] | 1631 | <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] | 1632 | <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> |
---|
| 1633 | <span class="k">else</span><span class="p">:</span> |
---|
| 1634 | <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> |
---|
| 1635 | |
---|
| 1636 | <span class="k">try</span><span class="p">:</span> |
---|
| 1637 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1638 | <span class="c1"># model layer</span> |
---|
| 1639 | <span class="k">if</span> <span class="n">levtype</span> <span class="o">==</span> <span class="s1">'hybrid'</span> <span class="ow">and</span> \ |
---|
| 1640 | <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] | 1641 | <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] | 1642 | <span class="c1"># sfc layer</span> |
---|
| 1643 | <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] | 1644 | <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] | 1645 | <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span> |
---|
| 1646 | <span class="k">pass</span> |
---|
| 1647 | |
---|
[2625ca8] | 1648 | <span class="n">codes_release</span><span class="p">(</span><span class="n">gid</span><span class="p">)</span> |
---|
| 1649 | <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> |
---|
| 1650 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1651 | <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> |
---|
| 1652 | <span class="n">f</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
[2625ca8] | 1653 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1654 | <span class="c1"># call for Fortran program to convert e.g. reduced_gg grids to</span> |
---|
| 1655 | <span class="c1"># regular_ll and calculate detadot/dp</span> |
---|
| 1656 | <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> |
---|
| 1657 | <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> |
---|
| 1658 | <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> |
---|
| 1659 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Parameter 77 (etadot) is missing, most likely it is </span><span class="se">\</span> |
---|
| 1660 | <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> |
---|
| 1661 | <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> |
---|
| 1662 | <span class="n">my_error</span><span class="p">(</span><span class="n">c</span><span class="o">.</span><span class="n">mailfail</span><span class="p">,</span> <span class="s1">'fort.21 is empty while parameter eta </span><span class="se">\</span> |
---|
| 1663 | <span class="s1"> is set to 1 in CONTROL file'</span><span class="p">)</span> |
---|
[2625ca8] | 1664 | <span class="c1">#============================================================================================</span> |
---|
| 1665 | <span class="c1"># write out all output to log file before starting fortran programm</span> |
---|
| 1666 | <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] | 1667 | |
---|
| 1668 | <span class="c1"># Fortran program creates file fort.15 (with u,v,etadot,t,sp,q)</span> |
---|
[2625ca8] | 1669 | <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> |
---|
| 1670 | <span class="n">_config</span><span class="o">.</span><span class="n">FORTRAN_EXECUTABLE</span><span class="p">)],</span> |
---|
| 1671 | <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] | 1672 | |
---|
[2625ca8] | 1673 | <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> |
---|
| 1674 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1675 | <span class="c1"># create name of final output file, e.g. EN13040500 (ENYYMMDDHH)</span> |
---|
[2625ca8] | 1676 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">purefc</span><span class="p">:</span> |
---|
[274f9ef] | 1677 | <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> |
---|
| 1678 | <span class="k">else</span><span class="p">:</span> |
---|
| 1679 | <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> |
---|
| 1680 | <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> |
---|
| 1681 | <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> |
---|
| 1682 | <span class="c1"># collect for final processing</span> |
---|
| 1683 | <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> |
---|
[2625ca8] | 1684 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1685 | <span class="c1"># create outputfile and copy all data from intermediate files</span> |
---|
| 1686 | <span class="c1"># to the outputfile (final GRIB input files for FLEXPART)</span> |
---|
| 1687 | <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> |
---|
| 1688 | <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> |
---|
| 1689 | <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> |
---|
| 1690 | <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> |
---|
| 1691 | <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> |
---|
| 1692 | <span class="k">else</span><span class="p">:</span> |
---|
| 1693 | <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> |
---|
| 1694 | |
---|
| 1695 | <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> |
---|
| 1696 | <span class="k">for</span> <span class="n">f</span> <span class="ow">in</span> <span class="n">flist</span><span class="p">:</span> |
---|
| 1697 | <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> |
---|
| 1698 | <span class="n">fout</span><span class="p">)</span> |
---|
| 1699 | |
---|
| 1700 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">omega</span><span class="p">:</span> |
---|
| 1701 | <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> |
---|
| 1702 | <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> |
---|
| 1703 | <span class="s1">'rb'</span><span class="p">),</span> <span class="n">fout</span><span class="p">)</span> |
---|
[2625ca8] | 1704 | <span class="c1">#============================================================================================</span> |
---|
[274f9ef] | 1705 | <span class="k">if</span> <span class="n">c</span><span class="o">.</span><span class="n">wrf</span><span class="p">:</span> |
---|
| 1706 | <span class="n">fwrf</span><span class="o">.</span><span class="n">close</span><span class="p">()</span> |
---|
| 1707 | |
---|
[2625ca8] | 1708 | <span class="n">codes_index_release</span><span class="p">(</span><span class="n">iid</span><span class="p">)</span> |
---|
[274f9ef] | 1709 | |
---|
| 1710 | <span class="k">return</span></div> |
---|
| 1711 | |
---|
| 1712 | |
---|
| 1713 | <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] | 1714 | <span class="sd">'''Postprocessing of FLEXPART input files.</span> |
---|
| 1715 | |
---|
| 1716 | <span class="sd"> The grib files are postprocessed depending on the selection in</span> |
---|
[274f9ef] | 1717 | <span class="sd"> CONTROL file. The resulting files are moved to the output</span> |
---|
| 1718 | <span class="sd"> directory if its not equal to the input directory.</span> |
---|
| 1719 | <span class="sd"> The following modifications might be done if</span> |
---|
| 1720 | <span class="sd"> properly switched in CONTROL file:</span> |
---|
| 1721 | <span class="sd"> GRIB2 - Conversion to GRIB2</span> |
---|
| 1722 | <span class="sd"> ECTRANS - Transfer of files to gateway server</span> |
---|
| 1723 | <span class="sd"> ECSTORAGE - Storage at ECMWF server</span> |
---|
| 1724 | |
---|
| 1725 | <span class="sd"> Parameters</span> |
---|
| 1726 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1727 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1728 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1729 | <span class="sd"> command line.</span> |
---|
| 1730 | |
---|
| 1731 | <span class="sd"> Return</span> |
---|
| 1732 | <span class="sd"> ------</span> |
---|
| 1733 | |
---|
| 1734 | <span class="sd"> '''</span> |
---|
| 1735 | |
---|
| 1736 | <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> |
---|
| 1737 | |
---|
| 1738 | <span class="k">if</span> <span class="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">ecapi</span><span class="p">:</span> |
---|
| 1739 | <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> |
---|
| 1740 | <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> |
---|
| 1741 | <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> |
---|
| 1742 | <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> |
---|
| 1743 | |
---|
| 1744 | <span class="nb">print</span><span class="p">(</span><span class="s1">'Output filelist: '</span><span class="p">)</span> |
---|
| 1745 | <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> |
---|
| 1746 | |
---|
| 1747 | <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> |
---|
| 1748 | <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> |
---|
| 1749 | |
---|
| 1750 | <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] | 1751 | <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> |
---|
| 1752 | <span class="s1">'productDefinitionTemplateNumber=8'</span><span class="p">,</span> |
---|
| 1753 | <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> |
---|
| 1754 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'GRIB2 CONVERSION FAILED!'</span><span class="p">)</span> |
---|
| 1755 | |
---|
| 1756 | <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> |
---|
| 1757 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'RENAMING FOR NEW GRIB2 FORMAT '</span> |
---|
| 1758 | <span class="s1">'FILES FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1759 | |
---|
| 1760 | <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="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">ecapi</span><span class="p">:</span> |
---|
[2625ca8] | 1761 | <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> |
---|
| 1762 | <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> |
---|
| 1763 | <span class="s1">'-source'</span><span class="p">,</span> <span class="n">ofile</span><span class="p">],</span> |
---|
| 1764 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'TRANSFER TO LOCAL SERVER FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1765 | |
---|
| 1766 | <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="ow">not</span> <span class="n">c</span><span class="o">.</span><span class="n">ecapi</span><span class="p">:</span> |
---|
[2625ca8] | 1767 | <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> |
---|
| 1768 | <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> |
---|
| 1769 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'COPY OF FILES TO ECSTORAGE '</span> |
---|
| 1770 | <span class="s1">'AREA FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1771 | |
---|
| 1772 | <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] | 1773 | <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> |
---|
| 1774 | <span class="n">c</span><span class="o">.</span><span class="n">outputdir</span><span class="p">],</span> |
---|
| 1775 | <span class="n">error_msg</span><span class="o">=</span><span class="s1">'RELOCATION OF OUTPUT FILES '</span> |
---|
| 1776 | <span class="s1">'TO OUTPUTDIR FAILED!'</span><span class="p">)</span> |
---|
[274f9ef] | 1777 | |
---|
| 1778 | <span class="k">return</span></div> |
---|
| 1779 | |
---|
| 1780 | |
---|
| 1781 | <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> |
---|
| 1782 | <span class="sd">'''Conversion of GRIB files to FLEXPART binary format.</span> |
---|
| 1783 | |
---|
| 1784 | <span class="sd"> Parameters</span> |
---|
| 1785 | <span class="sd"> ----------</span> |
---|
[2625ca8] | 1786 | <span class="sd"> c : ControlFile</span> |
---|
[274f9ef] | 1787 | <span class="sd"> Contains all the parameters of CONTROL file and</span> |
---|
| 1788 | <span class="sd"> command line.</span> |
---|
| 1789 | |
---|
| 1790 | <span class="sd"> Return</span> |
---|
| 1791 | <span class="sd"> ------</span> |
---|
| 1792 | |
---|
| 1793 | <span class="sd"> '''</span> |
---|
| 1794 | <span class="c1"># generate AVAILABLE file</span> |
---|
| 1795 | <span class="c1"># Example of AVAILABLE file data:</span> |
---|
| 1796 | <span class="c1"># 20131107 000000 EN13110700 ON DISC</span> |
---|
| 1797 | <span class="n">clist</span> <span class="o">=</span> <span class="p">[]</span> |
---|
| 1798 | <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> |
---|
| 1799 | <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> |
---|
| 1800 | <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> |
---|
| 1801 | <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> |
---|
| 1802 | <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> |
---|
| 1803 | <span class="s1">'%y%m</span><span class="si">%d</span><span class="s1">%H'</span><span class="p">)</span> |
---|
| 1804 | <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> |
---|
| 1805 | <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> |
---|
| 1806 | <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> |
---|
| 1807 | <span class="k">else</span><span class="p">:</span> |
---|
| 1808 | <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> |
---|
| 1809 | <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> |
---|
| 1810 | <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> |
---|
| 1811 | <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> |
---|
| 1812 | <span class="n">clist</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span> |
---|
| 1813 | <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> |
---|
| 1814 | <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> |
---|
| 1815 | |
---|
| 1816 | <span class="c1"># generate pathnames file</span> |
---|
| 1817 | <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> |
---|
| 1818 | <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> |
---|
| 1819 | <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> |
---|
| 1820 | <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> |
---|
| 1821 | <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> |
---|
| 1822 | <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> |
---|
| 1823 | <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> |
---|
| 1824 | |
---|
| 1825 | <span class="c1"># create Options dir if necessary</span> |
---|
| 1826 | <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> |
---|
| 1827 | <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> |
---|
| 1828 | |
---|
| 1829 | <span class="c1"># read template COMMAND file</span> |
---|
| 1830 | <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] | 1831 | <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] | 1832 | <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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| 1833 | |
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| 1834 | <span class="c1"># find index of list where to put in the</span> |
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| 1835 | <span class="c1"># date and time information</span> |
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| 1836 | <span class="c1"># usually after the LDIRECT parameter</span> |
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| 1837 | <span class="n">i</span> <span class="o">=</span> <span class="mi">0</span> |
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| 1838 | <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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| 1839 | <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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| 1840 | <span class="k">break</span> |
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| 1841 | <span class="n">i</span> <span class="o">+=</span> <span class="mi">1</span> |
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| 1842 | |
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| 1843 | <span class="c1"># insert the date and time information of run start and end</span> |
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| 1844 | <span class="c1"># into the list of lines of COMMAND file</span> |
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| 1845 | <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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| 1846 | <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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| 1847 | <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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| 1848 | |
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| 1849 | <span class="c1"># write the new COMMAND file</span> |
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| 1850 | <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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| 1851 | <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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| 1852 | |
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| 1853 | <span class="c1"># change to outputdir and start the grib2flexpart run</span> |
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| 1854 | <span class="c1"># afterwards switch back to the working dir</span> |
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| 1855 | <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] | 1856 | <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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| 1857 | <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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| 1858 | <span class="n">execute_subprocess</span><span class="p">(</span><span class="n">cmd</span><span class="p">)</span> |
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[274f9ef] | 1859 | <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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| 1860 | |
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| 1861 | <span class="k">return</span></div></div> |
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| 1862 | </pre></div> |
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| 1863 | |
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| 1864 | </div> |
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| 1865 | |
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| 1866 | </div> |
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| 1867 | <footer> |
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| 1868 | |
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| 1869 | |
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| 1870 | <hr/> |
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| 1871 | |
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| 1872 | <div role="contentinfo"> |
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| 1873 | <p> |
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[2625ca8] | 1874 | © Copyright 2018, Anne Philipp and Leopold Haimberger |
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[274f9ef] | 1875 | |
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| 1876 | </p> |
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| 1877 | </div> |
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| 1878 | 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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| 1879 | |
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| 1880 | </footer> |
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| 1881 | |
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| 1882 | </div> |
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| 1883 | </div> |
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| 1884 | |
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| 1885 | </section> |
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| 1886 | |
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| 1887 | </div> |
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| 1888 | |
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| 1889 | |
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| 1890 | |
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| 1891 | |
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| 1892 | |
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[2625ca8] | 1893 | |
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| 1894 | |
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| 1895 | <script type="text/javascript" id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script> |
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| 1896 | <script type="text/javascript" src="../_static/jquery.js"></script> |
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| 1897 | <script type="text/javascript" src="../_static/underscore.js"></script> |
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| 1898 | <script type="text/javascript" src="../_static/doctools.js"></script> |
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| 1899 | |
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[274f9ef] | 1900 | |
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| 1901 | |
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| 1902 | |
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| 1903 | <script type="text/javascript" src="../_static/js/theme.js"></script> |
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| 1904 | |
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| 1905 | <script type="text/javascript"> |
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| 1906 | jQuery(function () { |
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| 1907 | SphinxRtdTheme.Navigation.enable(true); |
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| 1908 | }); |
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| 1909 | </script> |
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| 1910 | |
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| 1911 | </body> |
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| 1912 | </html> |
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