annotate xarray_tool.py @ 3:663268794710 draft

"planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
author ecology
date Sun, 06 Jun 2021 08:49:43 +0000
parents e8650cdf092f
children 9bbaab36a5d4
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
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1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
1 # xarray tool for:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
2 # - getting metadata information
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
3 # - select data and save results in csv file for further post-processing
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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4
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
5 import argparse
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
6 import csv
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
7 import os
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
8 import warnings
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
9
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
10 import geopandas as gdp
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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11
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
12 import pandas as pd
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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13
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
14 from shapely.geometry import Point
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
15 from shapely.ops import nearest_points
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
16
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
17 import xarray as xr
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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18
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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19
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
20 class XarrayTool ():
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
21 def __init__(self, infile, outfile_info="", outfile_summary="",
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
22 select="", outfile="", outputdir="", latname="",
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
23 latvalN="", latvalS="", lonname="", lonvalE="",
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
24 lonvalW="", filter_list="", coords="", time="",
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
25 verbose=False, no_missing=False, coords_info=None,
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
26 tolerance=None):
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
27 self.infile = infile
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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28 self.outfile_info = outfile_info
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
29 self.outfile_summary = outfile_summary
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
30 self.select = select
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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31 self.outfile = outfile
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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32 self.outputdir = outputdir
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
33 self.latname = latname
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
34 if tolerance != "" and tolerance is not None:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
35 self.tolerance = float(tolerance)
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
36 else:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
37 self.tolerance = -1
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
38 if latvalN != "" and latvalN is not None:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
39 self.latvalN = float(latvalN)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
40 else:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
41 self.latvalN = ""
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
42 if latvalS != "" and latvalS is not None:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
43 self.latvalS = float(latvalS)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
44 else:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
45 self.latvalS = ""
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
46 self.lonname = lonname
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
47 if lonvalE != "" and lonvalE is not None:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
48 self.lonvalE = float(lonvalE)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
49 else:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
50 self.lonvalE = ""
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
51 if lonvalW != "" and lonvalW is not None:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
52 self.lonvalW = float(lonvalW)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
53 else:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
54 self.lonvalW = ""
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
55 self.filter = filter_list
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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56 self.time = time
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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57 self.coords = coords
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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58 self.verbose = verbose
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
59 self.no_missing = no_missing
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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60 # initialization
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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61 self.dset = None
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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62 self.gset = None
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
63 self.coords_info = coords_info
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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64 if self.verbose:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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65 print("infile: ", self.infile)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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66 print("outfile_info: ", self.outfile_info)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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67 print("outfile_summary: ", self.outfile_summary)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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68 print("outfile: ", self.outfile)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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69 print("select: ", self.select)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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70 print("outfile: ", self.outfile)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
71 print("outputdir: ", self.outputdir)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
72 print("latname: ", self.latname)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
73 print("latvalN: ", self.latvalN)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
74 print("latvalS: ", self.latvalS)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
75 print("lonname: ", self.lonname)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
76 print("lonvalE: ", self.lonvalE)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
77 print("lonvalW: ", self.lonvalW)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
78 print("filter: ", self.filter)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
79 print("time: ", self.time)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
80 print("coords: ", self.coords)
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
81 print("coords_info: ", self.coords_info)
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
82
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
83 def info(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
84 f = open(self.outfile_info, 'w')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
85 ds = xr.open_dataset(self.infile)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
86 ds.info(f)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
87 f.close()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
88
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
89 def summary(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
90 f = open(self.outfile_summary, 'w')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
91 ds = xr.open_dataset(self.infile)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
92 writer = csv.writer(f, delimiter='\t')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
93 header = ['VariableName', 'NumberOfDimensions']
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
94 for idx, val in enumerate(ds.dims.items()):
2
e8650cdf092f "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 5cdfeb9e100109892a8490ebb4b9bff498c795b5"
ecology
parents: 1
diff changeset
95 header.append('Dim' + str(idx) + 'Name')
e8650cdf092f "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 5cdfeb9e100109892a8490ebb4b9bff498c795b5"
ecology
parents: 1
diff changeset
96 header.append('Dim' + str(idx) + 'Size')
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
97 writer.writerow(header)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
98 for name, da in ds.data_vars.items():
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
99 line = [name]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
100 line.append(len(ds[name].shape))
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
101 for d, s in zip(da.shape, da.sizes):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
102 line.append(s)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
103 line.append(d)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
104 writer.writerow(line)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
105 for name, da in ds.coords.items():
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
106 line = [name]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
107 line.append(len(ds[name].shape))
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
108 for d, s in zip(da.shape, da.sizes):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
109 line.append(s)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
110 line.append(d)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
111 writer.writerow(line)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
112 f.close()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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113
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
114 def rowfilter(self, single_filter):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
115 split_filter = single_filter.split('#')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
116 filter_varname = split_filter[0]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
117 op = split_filter[1]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
118 ll = float(split_filter[2])
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
119 if (op == 'bi'):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
120 rl = float(split_filter[3])
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
121 if filter_varname == self.select:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
122 # filter on values of the selected variable
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
123 if op == 'bi':
3
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ecology
parents: 2
diff changeset
124 self.dset = self.dset.where(
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ecology
parents: 2
diff changeset
125 (self.dset <= rl) & (self.dset >= ll)
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ecology
parents: 2
diff changeset
126 )
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
127 elif op == 'le':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
128 self.dset = self.dset.where(self.dset <= ll)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
129 elif op == 'ge':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
130 self.dset = self.dset.where(self.dset >= ll)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
131 elif op == 'e':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
132 self.dset = self.dset.where(self.dset == ll)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
133 else: # filter on other dimensions of the selected variable
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
134 if op == 'bi':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
135 self.dset = self.dset.sel({filter_varname: slice(ll, rl)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
136 elif op == 'le':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
137 self.dset = self.dset.sel({filter_varname: slice(None, ll)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
138 elif op == 'ge':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
139 self.dset = self.dset.sel({filter_varname: slice(ll, None)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
140 elif op == 'e':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
141 self.dset = self.dset.sel({filter_varname: ll},
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
142 method='nearest')
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ecology
parents:
diff changeset
143
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
144 def selection(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
145 if self.dset is None:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
146 self.ds = xr.open_dataset(self.infile)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
147 self.dset = self.ds[self.select] # select variable
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
148 if self.time:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
149 self.datetime_selection()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
150 if self.filter:
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ecology
parents:
diff changeset
151 self.filter_selection()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
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152
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ecology
parents:
diff changeset
153 self.area_selection()
3
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ecology
parents: 2
diff changeset
154 if self.gset.count() > 1:
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ecology
parents: 2
diff changeset
155 # convert to dataframe if several rows and cols
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ecology
parents: 2
diff changeset
156 self.gset = self.gset.to_dataframe().dropna(how='all'). \
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
157 reset_index()
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ecology
parents: 2
diff changeset
158 self.gset.to_csv(self.outfile, header=True, sep='\t')
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
159 else:
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ecology
parents: 2
diff changeset
160 data = {
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
161 self.latname: [self.gset[self.latname].values],
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ecology
parents: 2
diff changeset
162 self.lonname: [self.gset[self.lonname].values],
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ecology
parents: 2
diff changeset
163 self.select: [self.gset.values]
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ecology
parents: 2
diff changeset
164 }
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ecology
parents: 2
diff changeset
165
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ecology
parents: 2
diff changeset
166 df = pd.DataFrame(data, columns=[self.latname, self.lonname,
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
167 self.select])
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ecology
parents: 2
diff changeset
168 df.to_csv(self.outfile, header=True, sep='\t')
1
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parents:
diff changeset
169
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
170 def datetime_selection(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
171 split_filter = self.time.split('#')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
172 time_varname = split_filter[0]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
173 op = split_filter[1]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
174 ll = split_filter[2]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
175 if (op == 'sl'):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
176 rl = split_filter[3]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
177 self.dset = self.dset.sel({time_varname: slice(ll, rl)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
178 elif (op == 'to'):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
179 self.dset = self.dset.sel({time_varname: slice(None, ll)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
180 elif (op == 'from'):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
181 self.dset = self.dset.sel({time_varname: slice(ll, None)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
182 elif (op == 'is'):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
183 self.dset = self.dset.sel({time_varname: ll}, method='nearest')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
184
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
185 def filter_selection(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
186 for single_filter in self.filter:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
187 self.rowfilter(single_filter)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
188
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
189 def area_selection(self):
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
190
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
191 if self.latvalS != "" and self.lonvalW != "":
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
192 # Select geographical area
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
193 self.gset = self.dset.sel({self.latname:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
194 slice(self.latvalS, self.latvalN),
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
195 self.lonname:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
196 slice(self.lonvalW, self.lonvalE)})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
197 elif self.latvalN != "" and self.lonvalE != "":
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
198 # select nearest location
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
199 if self.no_missing:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
200 self.nearest_latvalN = self.latvalN
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
201 self.nearest_lonvalE = self.lonvalE
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
202 else:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
203 # find nearest location without NaN values
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
204 self.nearest_location()
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
205 if self.tolerance > 0:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
206 self.gset = self.dset.sel({self.latname: self.nearest_latvalN,
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
207 self.lonname: self.nearest_lonvalE},
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
208 method='nearest',
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
209 tolerance=self.tolerance)
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
210 else:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
211 self.gset = self.dset.sel({self.latname: self.nearest_latvalN,
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
212 self.lonname: self.nearest_lonvalE},
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
213 method='nearest')
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
214 else:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
215 self.gset = self.dset
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
216
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
217 def nearest_location(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
218 # Build a geopandas dataframe with all first elements in each dimension
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
219 # so we assume null values correspond to a mask that is the same for
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
220 # all dimensions in the dataset.
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
221 dsel_frame = self.dset
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
222 for dim in self.dset.dims:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
223 if dim != self.latname and dim != self.lonname:
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
224 dsel_frame = dsel_frame.isel({dim: 0})
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
225 # transform to pandas dataframe
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
226 dff = dsel_frame.to_dataframe().dropna().reset_index()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
227 # transform to geopandas to collocate
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
228 gdf = gdp.GeoDataFrame(dff,
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
229 geometry=gdp.points_from_xy(dff[self.lonname],
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
230 dff[self.latname]))
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
231 # Find nearest location where values are not null
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
232 point = Point(self.lonvalE, self.latvalN)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
233 multipoint = gdf.geometry.unary_union
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
234 queried_geom, nearest_geom = nearest_points(point, multipoint)
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
235 self.nearest_latvalN = nearest_geom.y
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
236 self.nearest_lonvalE = nearest_geom.x
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
237
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
238 def selection_from_coords(self):
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
239 fcoords = pd.read_csv(self.coords, sep='\t')
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
240 for row in fcoords.itertuples():
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
241 self.latvalN = row[0]
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
242 self.lonvalE = row[1]
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
243 self.outfile = (os.path.join(self.outputdir,
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
244 self.select + '_' +
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
245 str(row.Index) + '.tabular'))
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
246 self.selection()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
247
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
248 def get_coords_info(self):
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
249 ds = xr.open_dataset(self.infile)
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
250 for c in ds.coords:
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
251 filename = os.path.join(self.coords_info,
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
252 c.strip() +
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
253 '.tabular')
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
254 pd = ds.coords[c].to_pandas()
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
255 pd.index = range(len(pd))
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
256 pd.to_csv(filename, header=False, sep='\t')
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
257
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
258
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
259 if __name__ == '__main__':
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
260 warnings.filterwarnings("ignore")
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
261 parser = argparse.ArgumentParser()
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
262
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
263 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
264 'infile',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
265 help='netCDF input filename'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
266 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
267 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
268 '--info',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
269 help='Output filename where metadata information is stored'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
270 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
271 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
272 '--summary',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
273 help='Output filename where data summary information is stored'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
274 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
275 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
276 '--select',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
277 help='Variable name to select'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
278 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
279 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
280 '--latname',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
281 help='Latitude name'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
282 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
283 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
284 '--latvalN',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
285 help='North latitude value'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
286 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
287 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
288 '--latvalS',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
289 help='South latitude value'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
290 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
291 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
292 '--lonname',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
293 help='Longitude name'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
294 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
295 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
296 '--lonvalE',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
297 help='East longitude value'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
298 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
299 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
300 '--lonvalW',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
301 help='West longitude value'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
302 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
303 parser.add_argument(
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
304 '--tolerance',
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
305 help='Maximum distance between original and selected value for '
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
306 ' inexact matches e.g. abs(index[indexer] - target) <= tolerance'
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
307 )
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
308 parser.add_argument(
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
309 '--coords',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
310 help='Input file containing Latitude and Longitude'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
311 'for geographical selection'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
312 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
313 parser.add_argument(
3
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
314 '--coords_info',
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
315 help='output-folder where for each coordinate, coordinate values '
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
316 ' are being printed in the corresponding outputfile'
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
317 )
663268794710 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit 57b6d23e3734d883e71081c78e77964d61be82ba"
ecology
parents: 2
diff changeset
318 parser.add_argument(
1
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
319 '--filter',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
320 nargs="*",
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
321 help='Filter list variable#operator#value_s#value_e'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
322 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
323 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
324 '--time',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
325 help='select timeseries variable#operator#value_s[#value_e]'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
326 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
327 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
328 '--outfile',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
329 help='csv outfile for storing results of the selection'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
330 '(valid only when --select)'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
331 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
332 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
333 '--outputdir',
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
334 help='folder name for storing results with multiple selections'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
335 '(valid only when --select)'
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
336 )
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
337 parser.add_argument(
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
338 "-v", "--verbose",
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
339 help="switch on verbose mode",
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
340 action="store_true"
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
ecology
parents:
diff changeset
341 )
3
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342 parser.add_argument(
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343 "--no_missing",
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344 help="""Do not take into account possible null/missing values
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345 (only valid for single location)""",
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346 action="store_true"
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347 )
1
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348 args = parser.parse_args()
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349
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350 p = XarrayTool(args.infile, args.info, args.summary, args.select,
7edbe5ae8b72 "planemo upload for repository https://github.com/galaxyecology/tools-ecology/tree/master/tools/data_manipulation/xarray/ commit f1455c158011dc4aab0fd469cf794be6f4142992"
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351 args.outfile, args.outputdir, args.latname,
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352 args.latvalN, args.latvalS, args.lonname,
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353 args.lonvalE, args.lonvalW, args.filter,
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354 args.coords, args.time, args.verbose,
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355 args.no_missing, args.coords_info, args.tolerance)
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356 if args.info:
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357 p.info()
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358 if args.summary:
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359 p.summary()
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360 if args.coords:
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361 p.selection_from_coords()
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362 elif args.select:
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363 p.selection()
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364 elif args.coords_info:
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365 p.get_coords_info()