|
| 1 | +import numpy as np |
| 2 | +import xarray as xr |
| 3 | + |
| 4 | +from xrlint.plugins.core.rules.lat_lon_coordinate import LatCoordinate |
| 5 | +from xrlint.plugins.core.rules.lat_lon_coordinate import LonCoordinate |
| 6 | +from xrlint.testing import RuleTest |
| 7 | +from xrlint.testing import RuleTester |
| 8 | + |
| 9 | +valid_dataset_0 = xr.Dataset() |
| 10 | +valid_dataset_1 = xr.Dataset( |
| 11 | + coords={ |
| 12 | + "lat": xr.DataArray( |
| 13 | + np.array([3, 4, 5]), |
| 14 | + dims="lat", |
| 15 | + attrs={ |
| 16 | + "units": "degrees_north", |
| 17 | + "standard_name": "latitude", |
| 18 | + "long_name": "latitude", |
| 19 | + }, |
| 20 | + ), |
| 21 | + "lon": xr.DataArray( |
| 22 | + np.array([-2, -1, 0, 1]), |
| 23 | + dims="lon", |
| 24 | + attrs={ |
| 25 | + "units": "degrees_east", |
| 26 | + "standard_name": "longitude", |
| 27 | + "long_name": "longitude", |
| 28 | + }, |
| 29 | + ), |
| 30 | + }, |
| 31 | + data_vars={ |
| 32 | + "mask": xr.DataArray( |
| 33 | + [[10, 20, 30, 40], [30, 40, 50, 60], [50, 60, 70, 80]], dims=("lat", "lon") |
| 34 | + ) |
| 35 | + }, |
| 36 | +) |
| 37 | + |
| 38 | +# Valid, because the coord names doesn't matter as long their metadata is ok |
| 39 | +valid_dataset_2 = valid_dataset_1.rename_vars({"lon": "x", "lat": "y"}) |
| 40 | + |
| 41 | +# Valid, because the coord units have aliases |
| 42 | +valid_dataset_3 = valid_dataset_1.copy() |
| 43 | +valid_dataset_3.lat.attrs["units"] = "degreeN" |
| 44 | +valid_dataset_3.lon.attrs["units"] = "degreeE" |
| 45 | + |
| 46 | +# Valid, because the coord units have aliases |
| 47 | +valid_dataset_4 = valid_dataset_1.copy() |
| 48 | +del valid_dataset_4.lat.attrs["standard_name"] |
| 49 | +del valid_dataset_4.lon.attrs["standard_name"] |
| 50 | +valid_dataset_4.lat.attrs["axis"] = "Y" |
| 51 | +valid_dataset_4.lon.attrs["axis"] = "X" |
| 52 | + |
| 53 | +invalid_lat_dataset_0 = valid_dataset_1.copy() |
| 54 | +del invalid_lat_dataset_0.lat.attrs["standard_name"] |
| 55 | + |
| 56 | +invalid_lon_dataset_0 = valid_dataset_1.copy() |
| 57 | +del invalid_lon_dataset_0.lon.attrs["units"] |
| 58 | + |
| 59 | +invalid_lat_dataset_1 = valid_dataset_1.copy() |
| 60 | +invalid_lat_dataset_1.lat.attrs["units"] = "deg" |
| 61 | + |
| 62 | +invalid_lon_dataset_1 = valid_dataset_1.copy() |
| 63 | +invalid_lon_dataset_1.lon.attrs["long_name"] = "poo" |
| 64 | + |
| 65 | +invalid_lat_dataset_2 = valid_dataset_1.copy() |
| 66 | +del invalid_lat_dataset_2.lat.attrs["standard_name"] |
| 67 | +invalid_lat_dataset_2.lat.attrs["axis"] = "y" # should be "Y" |
| 68 | + |
| 69 | +invalid_lon_dataset_2 = valid_dataset_1.copy() |
| 70 | +del invalid_lon_dataset_2.lon.attrs["standard_name"] |
| 71 | +invalid_lon_dataset_2.lon.attrs["axis"] = "x" # should be "X" |
| 72 | + |
| 73 | +LatCoordsTest = RuleTester.define_test( |
| 74 | + "lat-coordinate", |
| 75 | + LatCoordinate, |
| 76 | + valid=[ |
| 77 | + RuleTest(dataset=valid_dataset_0), |
| 78 | + RuleTest(dataset=valid_dataset_1), |
| 79 | + RuleTest(dataset=valid_dataset_2), |
| 80 | + RuleTest(dataset=valid_dataset_3), |
| 81 | + RuleTest(dataset=valid_dataset_4), |
| 82 | + RuleTest(dataset=invalid_lon_dataset_0), |
| 83 | + RuleTest(dataset=invalid_lon_dataset_1), |
| 84 | + RuleTest(dataset=invalid_lon_dataset_2), |
| 85 | + ], |
| 86 | + invalid=[ |
| 87 | + RuleTest(dataset=invalid_lat_dataset_0), |
| 88 | + RuleTest(dataset=invalid_lat_dataset_1), |
| 89 | + RuleTest(dataset=invalid_lat_dataset_2), |
| 90 | + ], |
| 91 | +) |
| 92 | + |
| 93 | +LonCoordsTest = RuleTester.define_test( |
| 94 | + "lon-coordinate", |
| 95 | + LonCoordinate, |
| 96 | + valid=[ |
| 97 | + RuleTest(dataset=valid_dataset_0), |
| 98 | + RuleTest(dataset=valid_dataset_1), |
| 99 | + RuleTest(dataset=valid_dataset_2), |
| 100 | + RuleTest(dataset=valid_dataset_3), |
| 101 | + RuleTest(dataset=valid_dataset_4), |
| 102 | + RuleTest(dataset=invalid_lat_dataset_0), |
| 103 | + RuleTest(dataset=invalid_lat_dataset_1), |
| 104 | + RuleTest(dataset=invalid_lat_dataset_2), |
| 105 | + ], |
| 106 | + invalid=[ |
| 107 | + RuleTest(dataset=invalid_lon_dataset_0), |
| 108 | + RuleTest(dataset=invalid_lon_dataset_1), |
| 109 | + RuleTest(dataset=invalid_lon_dataset_2), |
| 110 | + ], |
| 111 | +) |
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