1 | import os |
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2 | import PyNGL_nupmy.Nio as nio |
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3 | |
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4 | def create_catalog(data_dir) |
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5 | """function to create a catalog of wrf output variables |
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6 | USAGE: |
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7 | create_catalog(data_dir) |
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8 | |
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9 | Inputs: |
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10 | - data_dir: directory containing netCDF files for indexing |
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11 | |
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12 | Outputs: |
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13 | - catalog: Python dictionary |
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14 | |
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15 | DESCRIPTION: |
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16 | Removes a lot of the work involved in visualising WRF output through |
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17 | developing a set of pointers to the various wrfout files. For each grid a |
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18 | dictionary is created containing pointers to all wrfout files pertaining |
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19 | to that grid, and an indexed datetime object describing 'where' to look for |
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20 | data at a certain point in time. |
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21 | |
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22 | Early stage of development: so far code assumes it is dealing with wrfout |
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23 | files, but this can easily be generalised. Let's get it up and running |
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24 | before we get too fussy about it. |
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25 | |
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26 | Created: 19/12/07 by Thomas Chubb |
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27 | Modified: 19/12/07 |
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28 | |
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29 | KNOWN BUGS: |
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30 | PyNIO has a nasty habit of crashing spectacularly when it tries to open |
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31 | files other than netCDF. At this stage we don't have a fix, other than the |
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32 | possibility of using other netCDF tools. Recommend using one directory |
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33 | containing EXCLUSIVELY ALL ofthe WRF output files generated by a singe run. |
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34 | """ |
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35 | |
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36 | files = os.listdir(data_dir) |
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37 | catalog={} |
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38 | |
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39 | for f in files: |
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40 | # here is where PyNIO will fail if f is not a netCDF file |
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41 | f_ptr = nio.open_file(f) |
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42 | |
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43 | if hasattr(f_ptr,'GRID_ID'): |
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44 | grid_id = fptr.GRID_ID[0] |
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45 | dmn_id = 'dom' + str(grid_id).zfill(2) |
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46 | |
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47 | # check existence of current domain code in catalog |
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48 | if not (array(catalog.keys()) == dmn_id).any(): |
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49 | catalog[dmn_id]={} |
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50 | catalog[dmn_id]['file_pointers']=[] |
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51 | |
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52 | # now assign the current pointer to the right dictionary |
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53 | for k in catalog.keys().__len__(): |
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54 | if (catalog.keys()[k] == dmn_id): |
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55 | catalog[dmn_id]['file_pointers'].append(f) |
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56 | break |
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57 | |
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66 | |
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